warning: commands will be executed using /bin/sh
job 2478 at Tue Mar 25 22:48:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140317/YutaMouse20-140317/YutaMouse20-140317
ElecNo	7
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	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 1604928 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 534976 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 28116 members 
Mstep: Class 4 contains 28001 members 
Mstep: Class 5 contains 28191 members 
Mstep: Class 6 contains 28341 members 
Mstep: Class 7 contains 27891 members 
Mstep: Class 8 contains 28140 members 
Mstep: Class 9 contains 28109 members 
Mstep: Class 10 contains 28163 members 
Mstep: Class 11 contains 28167 members 
Mstep: Class 12 contains 27984 members 
Mstep: Class 13 contains 28176 members 
Mstep: Class 14 contains 28256 members 
Mstep: Class 15 contains 28378 members 
Mstep: Class 16 contains 28078 members 
Mstep: Class 17 contains 28188 members 
Mstep: Class 18 contains 28093 members 
Mstep: Class 19 contains 28056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 0.332642 but Gain 600.143555
Score: -21289486.000000 Penalty: 10802.590820
Iteration 0F: 19 clusters Score -2.128949e+07 nChanged 507066
Entering Unmasked Mstep 
Mstep: Class 0 contains 5506 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13051 members 
Mstep: Class 4 contains 1979 members 
Mstep: Class 5 contains 1836 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 17 members 
Mstep: Class 8 contains 690 members 
Mstep: Class 9 contains 422 members 
Mstep: Class 10 contains 182106 members 
Mstep: Class 11 contains 1708 members 
Mstep: Class 12 contains 318460 members 
Mstep: Class 13 contains 694 members 
Mstep: Class 14 contains 1495 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 118.021576 but Gain 600.143555
Score: -27073898.000000 Penalty: 10202.447266
Iteration 1F: 18 clusters Score -2.70739e+07 nChanged 78521
Entering Unmasked Mstep 
Mstep: Class 0 contains 3374 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8579 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 1816 members 
Mstep: Class 6 contains 3736 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 528 members 
Mstep: Class 10 contains 167415 members 
Mstep: Class 11 contains 5165 members 
Mstep: Class 12 contains 329118 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 3738 members 
Mstep: Class 19 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27176454.000000 Penalty: 10202.447266
Iteration 2F: 18 clusters Score -2.717645e+07 nChanged 63123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3156 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6868 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 1787 members 
Mstep: Class 6 contains 4831 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 173462 members 
Mstep: Class 11 contains 8116 members 
Mstep: Class 12 contains 312954 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 4824 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 737 members 
Mstep: Class 17 contains 8809 members 
Mstep: Class 18 contains 3687 members 
Mstep: Class 19 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27259374.000000 Penalty: 10202.447266
Iteration 3F: 18 clusters Score -2.725937e+07 nChanged 59606
Entering Unmasked Mstep 
Mstep: Class 0 contains 3133 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6273 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 4822 members 
Mstep: Class 8 contains 2503 members 
Mstep: Class 9 contains 423 members 
Mstep: Class 10 contains 184620 members 
Mstep: Class 11 contains 9748 members 
Mstep: Class 12 contains 293979 members 
Mstep: Class 13 contains 1158 members 
Mstep: Class 14 contains 5925 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 1357 members 
Mstep: Class 17 contains 13855 members 
Mstep: Class 18 contains 3460 members 
Mstep: Class 19 contains 157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 598.143921 but Gain 600.144531
Score: -27321508.000000 Penalty: 9602.302734
Iteration 4F: 17 clusters Score -2.732151e+07 nChanged 45600
Entering Unmasked Mstep 
Mstep: Class 0 contains 3115 members 
Mstep: Class 2 contains 5940 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 4605 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 189065 members 
Mstep: Class 11 contains 10379 members 
Mstep: Class 12 contains 285248 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 2117 members 
Mstep: Class 17 contains 17645 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27353152.000000 Penalty: 9602.302734
Iteration 5F: 17 clusters Score -2.735315e+07 nChanged 28332
Entering Unmasked Mstep 
Mstep: Class 0 contains 3103 members 
Mstep: Class 2 contains 5593 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 4402 members 
Mstep: Class 8 contains 3205 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 188245 members 
Mstep: Class 11 contains 10718 members 
Mstep: Class 12 contains 283357 members 
Mstep: Class 13 contains 949 members 
Mstep: Class 14 contains 6393 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 2696 members 
Mstep: Class 17 contains 20019 members 
Mstep: Class 18 contains 3263 members 
Mstep: Class 19 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 501.772858 but Gain 600.143555
Score: -27365392.000000 Penalty: 9002.159180
Iteration 6F: 16 clusters Score -2.736539e+07 nChanged 17686
Entering Unmasked Mstep 
Mstep: Class 0 contains 3095 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 4364 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 186316 members 
Mstep: Class 11 contains 11156 members 
Mstep: Class 12 contains 282891 members 
Mstep: Class 13 contains 1021 members 
Mstep: Class 14 contains 6363 members 
Mstep: Class 15 contains 1587 members 
Mstep: Class 16 contains 3041 members 
Mstep: Class 17 contains 21950 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 19 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27371416.000000 Penalty: 9002.159180
Iteration 7Q: 16 clusters Score -2.737142e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 3085 members 
Mstep: Class 2 contains 5113 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 8 contains 3669 members 
Mstep: Class 9 contains 409 members 
Mstep: Class 10 contains 184568 members 
Mstep: Class 11 contains 11674 members 
Mstep: Class 12 contains 282452 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 6266 members 
Mstep: Class 15 contains 1593 members 
Mstep: Class 16 contains 3173 members 
Mstep: Class 17 contains 23501 members 
Mstep: Class 18 contains 3195 members 
Mstep: Class 19 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27375126.000000 Penalty: 9002.159180
Iteration 8Q: 16 clusters Score -2.737513e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 3080 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 8 contains 3798 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 183085 members 
Mstep: Class 11 contains 12205 members 
Mstep: Class 12 contains 282072 members 
Mstep: Class 13 contains 1313 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1554 members 
Mstep: Class 16 contains 3174 members 
Mstep: Class 17 contains 24803 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27378112.000000 Penalty: 9002.159180
Iteration 9Q: 16 clusters Score -2.737811e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 3080 members 
Mstep: Class 2 contains 4868 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 4534 members 
Mstep: Class 8 contains 3871 members 
Mstep: Class 9 contains 409 members 
Mstep: Class 10 contains 181901 members 
Mstep: Class 11 contains 12655 members 
Mstep: Class 12 contains 281752 members 
Mstep: Class 13 contains 1472 members 
Mstep: Class 14 contains 5853 members 
Mstep: Class 15 contains 1509 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 25905 members 
Mstep: Class 18 contains 3182 members 
Mstep: Class 19 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27380280.000000 Penalty: 9002.159180
Iteration 10Q: 16 clusters Score -2.738028e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 3080 members 
Mstep: Class 2 contains 4780 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 4661 members 
Mstep: Class 8 contains 3878 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 180895 members 
Mstep: Class 11 contains 13040 members 
Mstep: Class 12 contains 281538 members 
Mstep: Class 13 contains 1576 members 
Mstep: Class 14 contains 5625 members 
Mstep: Class 15 contains 1474 members 
Mstep: Class 16 contains 3116 members 
Mstep: Class 17 contains 26869 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27382228.000000 Penalty: 9002.159180
Iteration 11Q: 16 clusters Score -2.738223e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 3081 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 8 contains 3863 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 180005 members 
Mstep: Class 11 contains 13390 members 
Mstep: Class 12 contains 281440 members 
Mstep: Class 13 contains 1617 members 
Mstep: Class 14 contains 5427 members 
Mstep: Class 15 contains 1456 members 
Mstep: Class 16 contains 3093 members 
Mstep: Class 17 contains 27661 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27383740.000000 Penalty: 9002.159180
Iteration 12Q: 16 clusters Score -2.738374e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 3081 members 
Mstep: Class 2 contains 4637 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 4908 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 179302 members 
Mstep: Class 11 contains 13702 members 
Mstep: Class 12 contains 281279 members 
Mstep: Class 13 contains 1634 members 
Mstep: Class 14 contains 5201 members 
Mstep: Class 15 contains 1457 members 
Mstep: Class 16 contains 3069 members 
Mstep: Class 17 contains 28346 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27385176.000000 Penalty: 9002.159180
Iteration 13Q: 16 clusters Score -2.738518e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 3081 members 
Mstep: Class 2 contains 4590 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 5049 members 
Mstep: Class 8 contains 3908 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 178795 members 
Mstep: Class 11 contains 13956 members 
Mstep: Class 12 contains 281067 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 1454 members 
Mstep: Class 16 contains 3055 members 
Mstep: Class 17 contains 28906 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27386524.000000 Penalty: 9002.159180
Iteration 14Q: 16 clusters Score -2.738652e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 3082 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 5170 members 
Mstep: Class 8 contains 3895 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 178406 members 
Mstep: Class 11 contains 14155 members 
Mstep: Class 12 contains 280873 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 15 contains 1459 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 29416 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 19 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27388164.000000 Penalty: 9002.159180
Iteration 15Q: 16 clusters Score -2.738816e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 3083 members 
Mstep: Class 2 contains 4537 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 5280 members 
Mstep: Class 8 contains 3880 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 178097 members 
Mstep: Class 11 contains 14297 members 
Mstep: Class 12 contains 280761 members 
Mstep: Class 13 contains 1670 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 1464 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 29828 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 19 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27389444.000000 Penalty: 9002.159180
Iteration 16Q: 16 clusters Score -2.738944e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 3081 members 
Mstep: Class 2 contains 4515 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 5388 members 
Mstep: Class 8 contains 3874 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 177947 members 
Mstep: Class 11 contains 14402 members 
Mstep: Class 12 contains 280587 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 4352 members 
Mstep: Class 15 contains 1468 members 
Mstep: Class 16 contains 3003 members 
Mstep: Class 17 contains 30181 members 
Mstep: Class 18 contains 3196 members 
Mstep: Class 19 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27390692.000000 Penalty: 9002.159180
Iteration 17Q: 16 clusters Score -2.739069e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 3080 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 5478 members 
Mstep: Class 8 contains 3874 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 177804 members 
Mstep: Class 11 contains 14460 members 
Mstep: Class 12 contains 280477 members 
Mstep: Class 13 contains 1673 members 
Mstep: Class 14 contains 4155 members 
Mstep: Class 15 contains 1482 members 
Mstep: Class 16 contains 2986 members 
Mstep: Class 17 contains 30494 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27391694.000000 Penalty: 9002.159180
Iteration 18Q: 16 clusters Score -2.739169e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 3080 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 5544 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 177802 members 
Mstep: Class 11 contains 14485 members 
Mstep: Class 12 contains 280328 members 
Mstep: Class 13 contains 1673 members 
Mstep: Class 14 contains 3952 members 
Mstep: Class 15 contains 1493 members 
Mstep: Class 16 contains 2966 members 
Mstep: Class 17 contains 30789 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27393200.000000 Penalty: 9002.159180
Iteration 19Q: 16 clusters Score -2.73932e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 3080 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 5604 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 177751 members 
Mstep: Class 11 contains 14478 members 
Mstep: Class 12 contains 280274 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 3743 members 
Mstep: Class 15 contains 1514 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 31094 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27394430.000000 Penalty: 9002.159180
Iteration 20F: 16 clusters Score -2.739443e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 3078 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 5672 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 177635 members 
Mstep: Class 11 contains 14409 members 
Mstep: Class 12 contains 280278 members 
Mstep: Class 13 contains 1679 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 1535 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 31451 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27395780.000000 Penalty: 9002.159180
Iteration 21Q: 16 clusters Score -2.739578e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 3078 members 
Mstep: Class 2 contains 4402 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 5739 members 
Mstep: Class 8 contains 3871 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 177626 members 
Mstep: Class 11 contains 14309 members 
Mstep: Class 12 contains 280210 members 
Mstep: Class 13 contains 1684 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 2913 members 
Mstep: Class 17 contains 31774 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27396976.000000 Penalty: 9002.159180
Iteration 22Q: 16 clusters Score -2.739698e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 3078 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 5812 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 177660 members 
Mstep: Class 11 contains 14194 members 
Mstep: Class 12 contains 280083 members 
Mstep: Class 13 contains 1683 members 
Mstep: Class 14 contains 3086 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 2899 members 
Mstep: Class 17 contains 32122 members 
Mstep: Class 18 contains 3198 members 
Mstep: Class 19 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27398610.000000 Penalty: 9002.159180
Iteration 23Q: 16 clusters Score -2.739861e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 3078 members 
Mstep: Class 2 contains 4360 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 5881 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 177708 members 
Mstep: Class 11 contains 14051 members 
Mstep: Class 12 contains 279975 members 
Mstep: Class 13 contains 1679 members 
Mstep: Class 14 contains 2878 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 2882 members 
Mstep: Class 17 contains 32470 members 
Mstep: Class 18 contains 3195 members 
Mstep: Class 19 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27400076.000000 Penalty: 9002.159180
Iteration 24Q: 16 clusters Score -2.740008e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 3078 members 
Mstep: Class 2 contains 4340 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 177706 members 
Mstep: Class 11 contains 13863 members 
Mstep: Class 12 contains 279980 members 
Mstep: Class 13 contains 1679 members 
Mstep: Class 14 contains 2680 members 
Mstep: Class 15 contains 1593 members 
Mstep: Class 16 contains 2868 members 
Mstep: Class 17 contains 32814 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 19 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27402010.000000 Penalty: 9002.159180
Iteration 25Q: 16 clusters Score -2.740201e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 3078 members 
Mstep: Class 2 contains 4324 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 177680 members 
Mstep: Class 11 contains 13652 members 
Mstep: Class 12 contains 279975 members 
Mstep: Class 13 contains 1677 members 
Mstep: Class 14 contains 2509 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 2847 members 
Mstep: Class 17 contains 33170 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27403704.000000 Penalty: 9002.159180
Iteration 26Q: 16 clusters Score -2.74037e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 3078 members 
Mstep: Class 2 contains 4311 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 6004 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 177688 members 
Mstep: Class 11 contains 13421 members 
Mstep: Class 12 contains 279905 members 
Mstep: Class 13 contains 1679 members 
Mstep: Class 14 contains 2376 members 
Mstep: Class 15 contains 1636 members 
Mstep: Class 16 contains 2817 members 
Mstep: Class 17 contains 33555 members 
Mstep: Class 18 contains 3186 members 
Mstep: Class 19 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27405600.000000 Penalty: 9002.159180
Iteration 27Q: 16 clusters Score -2.74056e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 3078 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 6021 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 177692 members 
Mstep: Class 11 contains 13166 members 
Mstep: Class 12 contains 279807 members 
Mstep: Class 13 contains 1686 members 
Mstep: Class 14 contains 2264 members 
Mstep: Class 15 contains 1649 members 
Mstep: Class 16 contains 2807 members 
Mstep: Class 17 contains 33949 members 
Mstep: Class 18 contains 3183 members 
Mstep: Class 19 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27407558.000000 Penalty: 9002.159180
Iteration 28Q: 16 clusters Score -2.740756e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3078 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 8 contains 4074 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 177832 members 
Mstep: Class 11 contains 12883 members 
Mstep: Class 12 contains 279590 members 
Mstep: Class 13 contains 1687 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 2790 members 
Mstep: Class 17 contains 34355 members 
Mstep: Class 18 contains 3180 members 
Mstep: Class 19 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27409782.000000 Penalty: 9002.159180
Iteration 29Q: 16 clusters Score -2.740978e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 3077 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 6102 members 
Mstep: Class 8 contains 4161 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 178091 members 
Mstep: Class 11 contains 12547 members 
Mstep: Class 12 contains 279230 members 
Mstep: Class 13 contains 1683 members 
Mstep: Class 14 contains 2064 members 
Mstep: Class 15 contains 1687 members 
Mstep: Class 16 contains 2769 members 
Mstep: Class 17 contains 34765 members 
Mstep: Class 18 contains 3179 members 
Mstep: Class 19 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27411944.000000 Penalty: 9002.159180
Iteration 30Q: 16 clusters Score -2.741194e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3077 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 6153 members 
Mstep: Class 8 contains 4226 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 178121 members 
Mstep: Class 11 contains 12199 members 
Mstep: Class 12 contains 279104 members 
Mstep: Class 13 contains 1688 members 
Mstep: Class 14 contains 1976 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 35200 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 19 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27413858.000000 Penalty: 9002.159180
Iteration 31Q: 16 clusters Score -2.741386e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 3077 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 6207 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 178128 members 
Mstep: Class 11 contains 11807 members 
Mstep: Class 12 contains 279003 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 1892 members 
Mstep: Class 15 contains 1714 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 35670 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27415608.000000 Penalty: 9002.159180
Iteration 32Q: 16 clusters Score -2.741561e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 3077 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 6268 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 178120 members 
Mstep: Class 11 contains 11409 members 
Mstep: Class 12 contains 278900 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 1723 members 
Mstep: Class 16 contains 2716 members 
Mstep: Class 17 contains 36162 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27417124.000000 Penalty: 9002.159180
Iteration 33Q: 16 clusters Score -2.741712e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 3077 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 6311 members 
Mstep: Class 8 contains 4328 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 178188 members 
Mstep: Class 11 contains 11014 members 
Mstep: Class 12 contains 278731 members 
Mstep: Class 13 contains 1705 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 15 contains 1726 members 
Mstep: Class 16 contains 2709 members 
Mstep: Class 17 contains 36674 members 
Mstep: Class 18 contains 3172 members 
Mstep: Class 19 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27418780.000000 Penalty: 9002.159180
Iteration 34Q: 16 clusters Score -2.741878e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 3077 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 6344 members 
Mstep: Class 8 contains 4358 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 178238 members 
Mstep: Class 11 contains 10618 members 
Mstep: Class 12 contains 278555 members 
Mstep: Class 13 contains 1702 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 37221 members 
Mstep: Class 18 contains 3168 members 
Mstep: Class 19 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27420518.000000 Penalty: 9002.159180
Iteration 35Q: 16 clusters Score -2.742052e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3077 members 
Mstep: Class 2 contains 4246 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 8 contains 4413 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 178266 members 
Mstep: Class 11 contains 10206 members 
Mstep: Class 12 contains 278389 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 1586 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 37770 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27422058.000000 Penalty: 9002.159180
Iteration 36Q: 16 clusters Score -2.742206e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3077 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 8 contains 4448 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 178275 members 
Mstep: Class 11 contains 9764 members 
Mstep: Class 12 contains 278327 members 
Mstep: Class 13 contains 1693 members 
Mstep: Class 14 contains 1516 members 
Mstep: Class 15 contains 1741 members 
Mstep: Class 16 contains 2677 members 
Mstep: Class 17 contains 38279 members 
Mstep: Class 18 contains 3161 members 
Mstep: Class 19 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27423342.000000 Penalty: 9002.159180
Iteration 37Q: 16 clusters Score -2.742334e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 3076 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 6 contains 6431 members 
Mstep: Class 8 contains 4483 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 178277 members 
Mstep: Class 11 contains 9372 members 
Mstep: Class 12 contains 278265 members 
Mstep: Class 13 contains 1693 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 2669 members 
Mstep: Class 17 contains 38767 members 
Mstep: Class 18 contains 3163 members 
Mstep: Class 19 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27424778.000000 Penalty: 9002.159180
Iteration 38Q: 16 clusters Score -2.742478e+07 nChanged 3559
Entering ConstructFrom: 
Score: -27424778.000000 Penalty: 9002.159180
Entering ConstructFrom: 
Trying to split cluster 2 (4245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Entering Unmasked Estep 
Score: -213456.734375 Penalty: 380.084137
	Iteration 0F: 2 clusters Score -213456.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -210530.656250 Penalty: 760.168274
	Iteration 0F: 3 clusters Score -210530.7 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -211811.968750 Penalty: 760.168274
	Iteration 1F: 3 clusters Score -211812 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -212123.640625 Penalty: 760.168274
	Iteration 2F: 3 clusters Score -212123.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -212395.656250 Penalty: 760.168274
	Iteration 3F: 3 clusters Score -212395.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -212634.156250 Penalty: 760.168274
	Iteration 4F: 3 clusters Score -212634.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -212857.812500 Penalty: 760.168274
	Iteration 5F: 3 clusters Score -212857.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -213019.546875 Penalty: 760.168274
	Iteration 6Q: 3 clusters Score -213019.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -213091.281250 Penalty: 760.168274
	Iteration 7Q: 3 clusters Score -213091.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -213136.343750 Penalty: 760.168274
	Iteration 8Q: 3 clusters Score -213136.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -213167.687500 Penalty: 760.168274
	Iteration 9Q: 3 clusters Score -213167.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -213184.468750 Penalty: 760.168274
	Iteration 10Q: 3 clusters Score -213184.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -213203.500000 Penalty: 760.168274
	Iteration 11Q: 3 clusters Score -213203.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -213222.578125 Penalty: 760.168274
	Iteration 12Q: 3 clusters Score -213222.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -213231.921875 Penalty: 760.168274
	Iteration 13Q: 3 clusters Score -213231.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -213239.718750 Penalty: 760.168274
	Iteration 14Q: 3 clusters Score -213239.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -213246.515625 Penalty: 760.168274
	Iteration 15Q: 3 clusters Score -213246.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -213251.828125 Penalty: 760.168274
	Iteration 16Q: 3 clusters Score -213251.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -213254.515625 Penalty: 760.168274
	Iteration 17Q: 3 clusters Score -213254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -213256.703125 Penalty: 760.168274
	Iteration 18Q: 3 clusters Score -213256.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -213257.203125 Penalty: 760.168274
	Iteration 19Q: 3 clusters Score -213257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -213257.984375 Penalty: 760.168274
	Iteration 20F: 3 clusters Score -213258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -213259.437500 Penalty: 760.168274
	Iteration 21Q: 3 clusters Score -213259.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -213260.687500 Penalty: 760.168274
	Iteration 22Q: 3 clusters Score -213260.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -213262.187500 Penalty: 760.168274
	Iteration 23Q: 3 clusters Score -213262.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -213261.984375 Penalty: 760.168274
	Iteration 24Q: 3 clusters Score -213262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -213261.984375 Penalty: 760.168274
	Iteration 25F: 3 clusters Score -213262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -18758.115234 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -18758.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18355.458984 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -18355.46 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18452.265625 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -18452.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18483.910156 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -18483.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18528.224609 Penalty: 546.802002
	Iteration 3F: 3 clusters Score -18528.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18558.080078 Penalty: 546.802002
	Iteration 4F: 3 clusters Score -18558.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18590.066406 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -18590.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18630.626953 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -18630.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -18669.531250 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -18669.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18779.441406 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -18779.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18895.158203 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -18895.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -18930.910156 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -18930.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -18931.900391 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -18931.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -18931.900391 Penalty: 546.802002
	Iteration 12F: 3 clusters Score -18931.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3076 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 4 contains 143 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 178229 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 278210 members 
Mstep: Class 13 contains 1690 members 
Mstep: Class 14 contains 1385 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 39233 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 537 members 
Entering Unmasked Estep 
Score: -27425480.000000 Penalty: 9602.302734
Splitting cluster 4 changes total score from -27424778.000000 to -27425480.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -309798.375000 Penalty: 399.118500
	Iteration 0F: 2 clusters Score -309798.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -305523.656250 Penalty: 798.237000
	Iteration 0F: 3 clusters Score -305523.7 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -307849.812500 Penalty: 798.237000
	Iteration 1F: 3 clusters Score -307849.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -308432.906250 Penalty: 798.237000
	Iteration 2F: 3 clusters Score -308432.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -308917.468750 Penalty: 798.237000
	Iteration 3F: 3 clusters Score -308917.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -309202.281250 Penalty: 798.237000
	Iteration 4F: 3 clusters Score -309202.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -309353.031250 Penalty: 798.237000
	Iteration 5Q: 3 clusters Score -309353 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -309449.437500 Penalty: 798.237000
	Iteration 6Q: 3 clusters Score -309449.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -309522.062500 Penalty: 798.237000
	Iteration 7Q: 3 clusters Score -309522.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -309564.781250 Penalty: 798.237000
	Iteration 8Q: 3 clusters Score -309564.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -309578.687500 Penalty: 798.237000
	Iteration 9Q: 3 clusters Score -309578.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -309584.250000 Penalty: 798.237000
	Iteration 10Q: 3 clusters Score -309584.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -309587.000000 Penalty: 798.237000
	Iteration 11Q: 3 clusters Score -309587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -309589.156250 Penalty: 798.237000
	Iteration 12Q: 3 clusters Score -309589.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -309590.937500 Penalty: 798.237000
	Iteration 13Q: 3 clusters Score -309590.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -309592.000000 Penalty: 798.237000
	Iteration 14Q: 3 clusters Score -309592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -309592.062500 Penalty: 798.237000
	Iteration 15Q: 3 clusters Score -309592.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -309591.625000 Penalty: 798.237000
	Iteration 16Q: 3 clusters Score -309591.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -309592.218750 Penalty: 798.237000
	Iteration 17Q: 3 clusters Score -309592.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -309594.125000 Penalty: 798.237000
	Iteration 18Q: 3 clusters Score -309594.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -309594.625000 Penalty: 798.237000
	Iteration 19Q: 3 clusters Score -309594.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -309596.250000 Penalty: 798.237000
	Iteration 20F: 3 clusters Score -309596.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -309597.062500 Penalty: 798.237000
	Iteration 21Q: 3 clusters Score -309597.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -309598.156250 Penalty: 798.237000
	Iteration 22Q: 3 clusters Score -309598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -309599.375000 Penalty: 798.237000
	Iteration 23Q: 3 clusters Score -309599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -309599.781250 Penalty: 798.237000
	Iteration 24Q: 3 clusters Score -309599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -309599.687500 Penalty: 798.237000
	Iteration 25Q: 3 clusters Score -309599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -309599.531250 Penalty: 798.237000
	Iteration 26Q: 3 clusters Score -309599.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -309599.218750 Penalty: 798.237000
	Iteration 27Q: 3 clusters Score -309599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -309599.218750 Penalty: 798.237000
	Iteration 28F: 3 clusters Score -309599.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Entering Unmasked Estep 
Score: -241675.062500 Penalty: 382.889801
	Iteration 0F: 2 clusters Score -241675.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -238565.093750 Penalty: 765.779602
	Iteration 0F: 3 clusters Score -238565.1 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -239756.687500 Penalty: 765.779602
	Iteration 1F: 3 clusters Score -239756.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -239852.734375 Penalty: 765.779602
	Iteration 2F: 3 clusters Score -239852.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -239926.640625 Penalty: 765.779602
	Iteration 3Q: 3 clusters Score -239926.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -239996.390625 Penalty: 765.779602
	Iteration 4Q: 3 clusters Score -239996.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -240078.156250 Penalty: 765.779602
	Iteration 5Q: 3 clusters Score -240078.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -240195.093750 Penalty: 765.779602
	Iteration 6Q: 3 clusters Score -240195.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -240360.312500 Penalty: 765.779602
	Iteration 7Q: 3 clusters Score -240360.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -240561.890625 Penalty: 765.779602
	Iteration 8F: 3 clusters Score -240561.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -240767.718750 Penalty: 765.779602
	Iteration 9Q: 3 clusters Score -240767.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -240931.781250 Penalty: 765.779602
	Iteration 10Q: 3 clusters Score -240931.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -241031.656250 Penalty: 765.779602
	Iteration 11Q: 3 clusters Score -241031.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -241092.296875 Penalty: 765.779602
	Iteration 12Q: 3 clusters Score -241092.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -241135.609375 Penalty: 765.779602
	Iteration 13Q: 3 clusters Score -241135.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -241168.328125 Penalty: 765.779602
	Iteration 14Q: 3 clusters Score -241168.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -241193.984375 Penalty: 765.779602
	Iteration 15Q: 3 clusters Score -241194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -241213.750000 Penalty: 765.779602
	Iteration 16Q: 3 clusters Score -241213.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -241230.546875 Penalty: 765.779602
	Iteration 17Q: 3 clusters Score -241230.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -241247.625000 Penalty: 765.779602
	Iteration 18Q: 3 clusters Score -241247.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -241265.843750 Penalty: 765.779602
	Iteration 19Q: 3 clusters Score -241265.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -241280.140625 Penalty: 765.779602
	Iteration 20F: 3 clusters Score -241280.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -241290.703125 Penalty: 765.779602
	Iteration 21Q: 3 clusters Score -241290.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -241299.046875 Penalty: 765.779602
	Iteration 22Q: 3 clusters Score -241299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -241305.218750 Penalty: 765.779602
	Iteration 23Q: 3 clusters Score -241305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -241306.140625 Penalty: 765.779602
	Iteration 24Q: 3 clusters Score -241306.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -241307.375000 Penalty: 765.779602
	Iteration 25Q: 3 clusters Score -241307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -241310.312500 Penalty: 765.779602
	Iteration 26Q: 3 clusters Score -241310.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -241314.203125 Penalty: 765.779602
	Iteration 27Q: 3 clusters Score -241314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -241317.734375 Penalty: 765.779602
	Iteration 28Q: 3 clusters Score -241317.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -241320.765625 Penalty: 765.779602
	Iteration 29Q: 3 clusters Score -241320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -241322.421875 Penalty: 765.779602
	Iteration 30Q: 3 clusters Score -241322.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -241322.890625 Penalty: 765.779602
	Iteration 31Q: 3 clusters Score -241322.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -241322.890625 Penalty: 765.779602
	Iteration 32F: 3 clusters Score -241322.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -18959.824219 Penalty: 274.176910
	Iteration 0F: 2 clusters Score -18959.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18539.935547 Penalty: 548.353821
	Iteration 0F: 3 clusters Score -18539.94 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18642.453125 Penalty: 548.353821
	Iteration 1F: 3 clusters Score -18642.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -18674.785156 Penalty: 548.353821
	Iteration 2F: 3 clusters Score -18674.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18706.648438 Penalty: 548.353821
	Iteration 3F: 3 clusters Score -18706.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18728.193359 Penalty: 548.353821
	Iteration 4Q: 3 clusters Score -18728.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18735.064453 Penalty: 548.353821
	Iteration 5Q: 3 clusters Score -18735.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18735.767578 Penalty: 548.353821
	Iteration 6Q: 3 clusters Score -18735.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -18736.486328 Penalty: 548.353821
	Iteration 7Q: 3 clusters Score -18736.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -18737.050781 Penalty: 548.353821
	Iteration 8Q: 3 clusters Score -18737.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -18738.345703 Penalty: 548.353821
	Iteration 9Q: 3 clusters Score -18738.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -18744.775391 Penalty: 548.353821
	Iteration 10Q: 3 clusters Score -18744.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -18750.423828 Penalty: 548.353821
	Iteration 11Q: 3 clusters Score -18750.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -18757.468750 Penalty: 548.353821
	Iteration 12Q: 3 clusters Score -18757.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -18759.914062 Penalty: 548.353821
	Iteration 13Q: 3 clusters Score -18759.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -18761.296875 Penalty: 548.353821
	Iteration 14Q: 3 clusters Score -18761.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -18762.009766 Penalty: 548.353821
	Iteration 15Q: 3 clusters Score -18762.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -18762.255859 Penalty: 548.353821
	Iteration 16Q: 3 clusters Score -18762.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -18762.464844 Penalty: 548.353821
	Iteration 17Q: 3 clusters Score -18762.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -18762.464844 Penalty: 548.353821
	Iteration 18F: 3 clusters Score -18762.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (178229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178229 members 
Entering Unmasked Estep 
Score: -9558090.000000 Penalty: 550.132507
	Iteration 0F: 2 clusters Score -9558090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89175 members 
Mstep: Class 2 contains 89054 members 
Entering Unmasked Estep 
Score: -9439168.000000 Penalty: 1100.265015
	Iteration 0F: 3 clusters Score -9439168 nChanged 87677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94478 members 
Mstep: Class 2 contains 83751 members 
Entering Unmasked Estep 
Score: -9494079.000000 Penalty: 1100.265015
	Iteration 1F: 3 clusters Score -9494079 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -9498395.000000 Penalty: 1100.265015
	Iteration 2F: 3 clusters Score -9498395 nChanged 10336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98269 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -9504270.000000 Penalty: 1100.265015
	Iteration 3F: 3 clusters Score -9504270 nChanged 11441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 78553 members 
Entering Unmasked Estep 
Score: -9511871.000000 Penalty: 1100.265015
	Iteration 4F: 3 clusters Score -9511871 nChanged 12089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100277 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -9520763.000000 Penalty: 1100.265015
	Iteration 5F: 3 clusters Score -9520763 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100632 members 
Mstep: Class 2 contains 77597 members 
Entering Unmasked Estep 
Score: -9528845.000000 Penalty: 1100.265015
	Iteration 6F: 3 clusters Score -9528845 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101118 members 
Mstep: Class 2 contains 77111 members 
Entering Unmasked Estep 
Score: -9535058.000000 Penalty: 1100.265015
	Iteration 7F: 3 clusters Score -9535058 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101997 members 
Mstep: Class 2 contains 76232 members 
Entering Unmasked Estep 
Score: -9538943.000000 Penalty: 1100.265015
	Iteration 8Q: 3 clusters Score -9538943 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103240 members 
Mstep: Class 2 contains 74989 members 
Entering Unmasked Estep 
Score: -9541133.000000 Penalty: 1100.265015
	Iteration 9Q: 3 clusters Score -9541133 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104632 members 
Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
Score: -9542418.000000 Penalty: 1100.265015
	Iteration 10Q: 3 clusters Score -9542418 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106163 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -9543426.000000 Penalty: 1100.265015
	Iteration 11Q: 3 clusters Score -9543426 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107811 members 
Mstep: Class 2 contains 70418 members 
Entering Unmasked Estep 
Score: -9544269.000000 Penalty: 1100.265015
	Iteration 12Q: 3 clusters Score -9544269 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109510 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -9545075.000000 Penalty: 1100.265015
	Iteration 13Q: 3 clusters Score -9545075 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111218 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -9545962.000000 Penalty: 1100.265015
	Iteration 14Q: 3 clusters Score -9545962 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112850 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -9546804.000000 Penalty: 1100.265015
	Iteration 15Q: 3 clusters Score -9546804 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114392 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -9547681.000000 Penalty: 1100.265015
	Iteration 16Q: 3 clusters Score -9547681 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115796 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -9548505.000000 Penalty: 1100.265015
	Iteration 17Q: 3 clusters Score -9548505 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117122 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -9549187.000000 Penalty: 1100.265015
	Iteration 18Q: 3 clusters Score -9549187 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118345 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -9549740.000000 Penalty: 1100.265015
	Iteration 19Q: 3 clusters Score -9549740 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119460 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -9550121.000000 Penalty: 1100.265015
	Iteration 20F: 3 clusters Score -9550121 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120336 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -9550468.000000 Penalty: 1100.265015
	Iteration 21Q: 3 clusters Score -9550468 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121106 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -9550730.000000 Penalty: 1100.265015
	Iteration 22Q: 3 clusters Score -9550730 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121757 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -9550928.000000 Penalty: 1100.265015
	Iteration 23Q: 3 clusters Score -9550928 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122334 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -9551136.000000 Penalty: 1100.265015
	Iteration 24Q: 3 clusters Score -9551136 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122837 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -9551230.000000 Penalty: 1100.265015
	Iteration 25Q: 3 clusters Score -9551230 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123256 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -9551295.000000 Penalty: 1100.265015
	Iteration 26Q: 3 clusters Score -9551295 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123647 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -9551396.000000 Penalty: 1100.265015
	Iteration 27Q: 3 clusters Score -9551396 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123976 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -9551438.000000 Penalty: 1100.265015
	Iteration 28Q: 3 clusters Score -9551438 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124239 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -9551485.000000 Penalty: 1100.265015
	Iteration 29Q: 3 clusters Score -9551485 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124495 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -9551481.000000 Penalty: 1100.265015
	Iteration 30Q: 3 clusters Score -9551481 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124761 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -9551508.000000 Penalty: 1100.265015
	Iteration 31Q: 3 clusters Score -9551508 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124995 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -9551529.000000 Penalty: 1100.265015
	Iteration 32Q: 3 clusters Score -9551529 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125194 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -9551552.000000 Penalty: 1100.265015
	Iteration 33Q: 3 clusters Score -9551552 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125369 members 
Mstep: Class 2 contains 52860 members 
Entering Unmasked Estep 
Score: -9551605.000000 Penalty: 1100.265015
	Iteration 34Q: 3 clusters Score -9551605 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125506 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -9551648.000000 Penalty: 1100.265015
	Iteration 35Q: 3 clusters Score -9551648 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125652 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -9551640.000000 Penalty: 1100.265015
	Iteration 36Q: 3 clusters Score -9551640 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125808 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -9551663.000000 Penalty: 1100.265015
	Iteration 37Q: 3 clusters Score -9551663 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125960 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -9551661.000000 Penalty: 1100.265015
	Iteration 38Q: 3 clusters Score -9551661 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126105 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -9551652.000000 Penalty: 1100.265015
	Iteration 39Q: 3 clusters Score -9551652 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126261 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -9551684.000000 Penalty: 1100.265015
	Iteration 40F: 3 clusters Score -9551684 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126400 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -9551695.000000 Penalty: 1100.265015
	Iteration 41Q: 3 clusters Score -9551695 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126516 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -9551702.000000 Penalty: 1100.265015
	Iteration 42Q: 3 clusters Score -9551702 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126609 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -9551688.000000 Penalty: 1100.265015
	Iteration 43Q: 3 clusters Score -9551688 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126703 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -9551702.000000 Penalty: 1100.265015
	Iteration 44Q: 3 clusters Score -9551702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126790 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -9551708.000000 Penalty: 1100.265015
	Iteration 45Q: 3 clusters Score -9551708 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126878 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -9551720.000000 Penalty: 1100.265015
	Iteration 46Q: 3 clusters Score -9551720 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126964 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -9551706.000000 Penalty: 1100.265015
	Iteration 47Q: 3 clusters Score -9551706 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127048 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -9551727.000000 Penalty: 1100.265015
	Iteration 48Q: 3 clusters Score -9551727 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127114 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -9551722.000000 Penalty: 1100.265015
	Iteration 49Q: 3 clusters Score -9551722 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127182 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -9551710.000000 Penalty: 1100.265015
	Iteration 50Q: 3 clusters Score -9551710 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127252 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -9551704.000000 Penalty: 1100.265015
	Iteration 51Q: 3 clusters Score -9551704 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127313 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -9551698.000000 Penalty: 1100.265015
	Iteration 52Q: 3 clusters Score -9551698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127367 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -9551686.000000 Penalty: 1100.265015
	Iteration 53Q: 3 clusters Score -9551686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127418 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -9551661.000000 Penalty: 1100.265015
	Iteration 54Q: 3 clusters Score -9551661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127462 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -9551651.000000 Penalty: 1100.265015
	Iteration 55Q: 3 clusters Score -9551651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127495 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -9551644.000000 Penalty: 1100.265015
	Iteration 56Q: 3 clusters Score -9551644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127529 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -9551651.000000 Penalty: 1100.265015
	Iteration 57Q: 3 clusters Score -9551651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127553 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -9551645.000000 Penalty: 1100.265015
	Iteration 58Q: 3 clusters Score -9551645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127575 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -9551648.000000 Penalty: 1100.265015
	Iteration 59Q: 3 clusters Score -9551648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127599 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -9551636.000000 Penalty: 1100.265015
	Iteration 60F: 3 clusters Score -9551636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127623 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -9551631.000000 Penalty: 1100.265015
	Iteration 61Q: 3 clusters Score -9551631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127653 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -9551651.000000 Penalty: 1100.265015
	Iteration 62Q: 3 clusters Score -9551651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127683 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -9551656.000000 Penalty: 1100.265015
	Iteration 63Q: 3 clusters Score -9551656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127714 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -9551655.000000 Penalty: 1100.265015
	Iteration 64Q: 3 clusters Score -9551655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127743 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -9551652.000000 Penalty: 1100.265015
	Iteration 65Q: 3 clusters Score -9551652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127773 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -9551661.000000 Penalty: 1100.265015
	Iteration 66Q: 3 clusters Score -9551661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127809 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -9551662.000000 Penalty: 1100.265015
	Iteration 67Q: 3 clusters Score -9551662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127845 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -9551648.000000 Penalty: 1100.265015
	Iteration 68Q: 3 clusters Score -9551648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127879 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -9551659.000000 Penalty: 1100.265015
	Iteration 69Q: 3 clusters Score -9551659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127915 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -9551658.000000 Penalty: 1100.265015
	Iteration 70Q: 3 clusters Score -9551658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127960 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -9551649.000000 Penalty: 1100.265015
	Iteration 71Q: 3 clusters Score -9551649 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128000 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -9551656.000000 Penalty: 1100.265015
	Iteration 72Q: 3 clusters Score -9551656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128032 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -9551645.000000 Penalty: 1100.265015
	Iteration 73Q: 3 clusters Score -9551645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128060 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -9551645.000000 Penalty: 1100.265015
	Iteration 74Q: 3 clusters Score -9551645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128086 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -9551639.000000 Penalty: 1100.265015
	Iteration 75Q: 3 clusters Score -9551639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128108 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -9551620.000000 Penalty: 1100.265015
	Iteration 76Q: 3 clusters Score -9551620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128122 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -9551625.000000 Penalty: 1100.265015
	Iteration 77Q: 3 clusters Score -9551625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128137 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -9551618.000000 Penalty: 1100.265015
	Iteration 78Q: 3 clusters Score -9551618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128150 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -9551628.000000 Penalty: 1100.265015
	Iteration 79Q: 3 clusters Score -9551628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128169 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -9551618.000000 Penalty: 1100.265015
	Iteration 80F: 3 clusters Score -9551618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128183 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -9551614.000000 Penalty: 1100.265015
	Iteration 81Q: 3 clusters Score -9551614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128195 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -9551622.000000 Penalty: 1100.265015
	Iteration 82Q: 3 clusters Score -9551622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128204 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -9551623.000000 Penalty: 1100.265015
	Iteration 83Q: 3 clusters Score -9551623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128214 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -9551625.000000 Penalty: 1100.265015
	Iteration 84Q: 3 clusters Score -9551625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128225 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -9551622.000000 Penalty: 1100.265015
	Iteration 85Q: 3 clusters Score -9551622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128236 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -9551627.000000 Penalty: 1100.265015
	Iteration 86Q: 3 clusters Score -9551627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128246 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -9551629.000000 Penalty: 1100.265015
	Iteration 87Q: 3 clusters Score -9551629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128259 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -9551637.000000 Penalty: 1100.265015
	Iteration 88Q: 3 clusters Score -9551637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128269 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -9551631.000000 Penalty: 1100.265015
	Iteration 89Q: 3 clusters Score -9551631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128278 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -9551638.000000 Penalty: 1100.265015
	Iteration 90Q: 3 clusters Score -9551638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128290 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -9551644.000000 Penalty: 1100.265015
	Iteration 91Q: 3 clusters Score -9551644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128303 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -9551635.000000 Penalty: 1100.265015
	Iteration 92Q: 3 clusters Score -9551635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128313 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -9551629.000000 Penalty: 1100.265015
	Iteration 93Q: 3 clusters Score -9551629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128322 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -9551626.000000 Penalty: 1100.265015
	Iteration 94Q: 3 clusters Score -9551626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128331 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -9551627.000000 Penalty: 1100.265015
	Iteration 95Q: 3 clusters Score -9551627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128337 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -9551630.000000 Penalty: 1100.265015
	Iteration 96Q: 3 clusters Score -9551630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128344 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -9551629.000000 Penalty: 1100.265015
	Iteration 97Q: 3 clusters Score -9551629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128350 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -9551629.000000 Penalty: 1100.265015
	Iteration 98Q: 3 clusters Score -9551629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128359 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -9551629.000000 Penalty: 1100.265015
	Iteration 99Q: 3 clusters Score -9551629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128366 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -9551631.000000 Penalty: 1100.265015
	Iteration 100F: 3 clusters Score -9551631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128374 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -9551637.000000 Penalty: 1100.265015
	Iteration 101Q: 3 clusters Score -9551637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128381 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -9551632.000000 Penalty: 1100.265015
	Iteration 102Q: 3 clusters Score -9551632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128387 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -9551632.000000 Penalty: 1100.265015
	Iteration 103Q: 3 clusters Score -9551632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128392 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -9551629.000000 Penalty: 1100.265015
	Iteration 104Q: 3 clusters Score -9551629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128399 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -9551633.000000 Penalty: 1100.265015
	Iteration 105Q: 3 clusters Score -9551633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128407 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -9551633.000000 Penalty: 1100.265015
	Iteration 106Q: 3 clusters Score -9551633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128413 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -9551626.000000 Penalty: 1100.265015
	Iteration 107Q: 3 clusters Score -9551626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128422 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -9551624.000000 Penalty: 1100.265015
	Iteration 108Q: 3 clusters Score -9551624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128428 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -9551625.000000 Penalty: 1100.265015
	Iteration 109Q: 3 clusters Score -9551625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128432 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -9551627.000000 Penalty: 1100.265015
	Iteration 110Q: 3 clusters Score -9551627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128436 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -9551630.000000 Penalty: 1100.265015
	Iteration 111Q: 3 clusters Score -9551630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128438 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -9551633.000000 Penalty: 1100.265015
	Iteration 112Q: 3 clusters Score -9551633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128441 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -9551629.000000 Penalty: 1100.265015
	Iteration 113Q: 3 clusters Score -9551629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128443 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -9551628.000000 Penalty: 1100.265015
	Iteration 114Q: 3 clusters Score -9551628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128444 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -9551629.000000 Penalty: 1100.265015
	Iteration 115Q: 3 clusters Score -9551629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128446 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -9551630.000000 Penalty: 1100.265015
	Iteration 116Q: 3 clusters Score -9551630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128447 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -9551627.000000 Penalty: 1100.265015
	Iteration 117Q: 3 clusters Score -9551627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128447 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -9551627.000000 Penalty: 1100.265015
	Iteration 118F: 3 clusters Score -9551627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Entering Unmasked Estep 
Score: -465284.593750 Penalty: 414.342255
	Iteration 0F: 2 clusters Score -465284.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -459213.937500 Penalty: 828.684509
	Iteration 0F: 3 clusters Score -459213.9 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -461575.750000 Penalty: 828.684509
	Iteration 1F: 3 clusters Score -461575.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -461725.125000 Penalty: 828.684509
	Iteration 2Q: 3 clusters Score -461725.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -461899.843750 Penalty: 828.684509
	Iteration 3Q: 3 clusters Score -461899.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -462191.343750 Penalty: 828.684509
	Iteration 4Q: 3 clusters Score -462191.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -462640.968750 Penalty: 828.684509
	Iteration 5F: 3 clusters Score -462641 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -463079.156250 Penalty: 828.684509
	Iteration 6F: 3 clusters Score -463079.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -463428.375000 Penalty: 828.684509
	Iteration 7F: 3 clusters Score -463428.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -463702.125000 Penalty: 828.684509
	Iteration 8Q: 3 clusters Score -463702.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -463900.562500 Penalty: 828.684509
	Iteration 9Q: 3 clusters Score -463900.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -464044.156250 Penalty: 828.684509
	Iteration 10Q: 3 clusters Score -464044.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -464160.156250 Penalty: 828.684509
	Iteration 11Q: 3 clusters Score -464160.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -464246.250000 Penalty: 828.684509
	Iteration 12Q: 3 clusters Score -464246.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -464323.687500 Penalty: 828.684509
	Iteration 13Q: 3 clusters Score -464323.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -464407.312500 Penalty: 828.684509
	Iteration 14Q: 3 clusters Score -464407.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -464497.968750 Penalty: 828.684509
	Iteration 15Q: 3 clusters Score -464498 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -464596.656250 Penalty: 828.684509
	Iteration 16Q: 3 clusters Score -464596.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -464677.281250 Penalty: 828.684509
	Iteration 17Q: 3 clusters Score -464677.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -464734.312500 Penalty: 828.684509
	Iteration 18Q: 3 clusters Score -464734.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -464780.750000 Penalty: 828.684509
	Iteration 19Q: 3 clusters Score -464780.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -464814.781250 Penalty: 828.684509
	Iteration 20F: 3 clusters Score -464814.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -464837.468750 Penalty: 828.684509
	Iteration 21Q: 3 clusters Score -464837.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -464856.531250 Penalty: 828.684509
	Iteration 22Q: 3 clusters Score -464856.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -464870.937500 Penalty: 828.684509
	Iteration 23Q: 3 clusters Score -464870.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -464883.906250 Penalty: 828.684509
	Iteration 24Q: 3 clusters Score -464883.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -464895.500000 Penalty: 828.684509
	Iteration 25Q: 3 clusters Score -464895.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -464904.125000 Penalty: 828.684509
	Iteration 26Q: 3 clusters Score -464904.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -464910.187500 Penalty: 828.684509
	Iteration 27Q: 3 clusters Score -464910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -464911.750000 Penalty: 828.684509
	Iteration 28Q: 3 clusters Score -464911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -464912.093750 Penalty: 828.684509
	Iteration 29Q: 3 clusters Score -464912.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -464915.812500 Penalty: 828.684509
	Iteration 30Q: 3 clusters Score -464915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -464921.218750 Penalty: 828.684509
	Iteration 31Q: 3 clusters Score -464921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -464925.250000 Penalty: 828.684509
	Iteration 32Q: 3 clusters Score -464925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -464931.125000 Penalty: 828.684509
	Iteration 33Q: 3 clusters Score -464931.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -464936.593750 Penalty: 828.684509
	Iteration 34Q: 3 clusters Score -464936.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -464939.562500 Penalty: 828.684509
	Iteration 35Q: 3 clusters Score -464939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -464940.625000 Penalty: 828.684509
	Iteration 36Q: 3 clusters Score -464940.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -464943.531250 Penalty: 828.684509
	Iteration 37Q: 3 clusters Score -464943.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -464943.531250 Penalty: 828.684509
	Iteration 38F: 3 clusters Score -464943.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (278210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278210 members 
Entering Unmasked Estep 
Score: -14749822.000000 Penalty: 570.393982
	Iteration 0F: 2 clusters Score -1.474982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139014 members 
Mstep: Class 2 contains 139196 members 
Entering Unmasked Estep 
Score: -14565801.000000 Penalty: 1140.787964
	Iteration 0F: 3 clusters Score -1.45658e+07 nChanged 137437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135895 members 
Mstep: Class 2 contains 142315 members 
Entering Unmasked Estep 
Score: -14649830.000000 Penalty: 1140.787964
	Iteration 1F: 3 clusters Score -1.464983e+07 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133816 members 
Mstep: Class 2 contains 144394 members 
Entering Unmasked Estep 
Score: -14652983.000000 Penalty: 1140.787964
	Iteration 2Q: 3 clusters Score -1.465298e+07 nChanged 11744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130998 members 
Mstep: Class 2 contains 147212 members 
Entering Unmasked Estep 
Score: -14657766.000000 Penalty: 1140.787964
	Iteration 3Q: 3 clusters Score -1.465777e+07 nChanged 14266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127136 members 
Mstep: Class 2 contains 151074 members 
Entering Unmasked Estep 
Score: -14665690.000000 Penalty: 1140.787964
	Iteration 4F: 3 clusters Score -1.466569e+07 nChanged 17420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121652 members 
Mstep: Class 2 contains 156558 members 
Entering Unmasked Estep 
Score: -14678889.000000 Penalty: 1140.787964
	Iteration 5F: 3 clusters Score -1.467889e+07 nChanged 19480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114992 members 
Mstep: Class 2 contains 163218 members 
Entering Unmasked Estep 
Score: -14695513.000000 Penalty: 1140.787964
	Iteration 6F: 3 clusters Score -1.469551e+07 nChanged 18107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108669 members 
Mstep: Class 2 contains 169541 members 
Entering Unmasked Estep 
Score: -14709150.000000 Penalty: 1140.787964
	Iteration 7F: 3 clusters Score -1.470915e+07 nChanged 13681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103748 members 
Mstep: Class 2 contains 174462 members 
Entering Unmasked Estep 
Score: -14716493.000000 Penalty: 1140.787964
	Iteration 8Q: 3 clusters Score -1.471649e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99952 members 
Mstep: Class 2 contains 178258 members 
Entering Unmasked Estep 
Score: -14719716.000000 Penalty: 1140.787964
	Iteration 9Q: 3 clusters Score -1.471972e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 181606 members 
Entering Unmasked Estep 
Score: -14721539.000000 Penalty: 1140.787964
	Iteration 10Q: 3 clusters Score -1.472154e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93425 members 
Mstep: Class 2 contains 184785 members 
Entering Unmasked Estep 
Score: -14722832.000000 Penalty: 1140.787964
	Iteration 11Q: 3 clusters Score -1.472283e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90470 members 
Mstep: Class 2 contains 187740 members 
Entering Unmasked Estep 
Score: -14723887.000000 Penalty: 1140.787964
	Iteration 12Q: 3 clusters Score -1.472389e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 190600 members 
Entering Unmasked Estep 
Score: -14724902.000000 Penalty: 1140.787964
	Iteration 13Q: 3 clusters Score -1.47249e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84733 members 
Mstep: Class 2 contains 193477 members 
Entering Unmasked Estep 
Score: -14725691.000000 Penalty: 1140.787964
	Iteration 14Q: 3 clusters Score -1.472569e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81870 members 
Mstep: Class 2 contains 196340 members 
Entering Unmasked Estep 
Score: -14726476.000000 Penalty: 1140.787964
	Iteration 15Q: 3 clusters Score -1.472648e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 199267 members 
Entering Unmasked Estep 
Score: -14727175.000000 Penalty: 1140.787964
	Iteration 16Q: 3 clusters Score -1.472718e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 202205 members 
Entering Unmasked Estep 
Score: -14727986.000000 Penalty: 1140.787964
	Iteration 17Q: 3 clusters Score -1.472799e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 205180 members 
Entering Unmasked Estep 
Score: -14728744.000000 Penalty: 1140.787964
	Iteration 18Q: 3 clusters Score -1.472874e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 208245 members 
Entering Unmasked Estep 
Score: -14729406.000000 Penalty: 1140.787964
	Iteration 19Q: 3 clusters Score -1.472941e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66860 members 
Mstep: Class 2 contains 211350 members 
Entering Unmasked Estep 
Score: -14729964.000000 Penalty: 1140.787964
	Iteration 20F: 3 clusters Score -1.472996e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 214503 members 
Entering Unmasked Estep 
Score: -14730506.000000 Penalty: 1140.787964
	Iteration 21Q: 3 clusters Score -1.473051e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 217720 members 
Entering Unmasked Estep 
Score: -14731309.000000 Penalty: 1140.787964
	Iteration 22Q: 3 clusters Score -1.473131e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 220976 members 
Entering Unmasked Estep 
Score: -14731926.000000 Penalty: 1140.787964
	Iteration 23Q: 3 clusters Score -1.473193e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 224387 members 
Entering Unmasked Estep 
Score: -14732678.000000 Penalty: 1140.787964
	Iteration 24Q: 3 clusters Score -1.473268e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 227796 members 
Entering Unmasked Estep 
Score: -14733527.000000 Penalty: 1140.787964
	Iteration 25Q: 3 clusters Score -1.473353e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 231232 members 
Entering Unmasked Estep 
Score: -14734367.000000 Penalty: 1140.787964
	Iteration 26Q: 3 clusters Score -1.473437e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 234778 members 
Entering Unmasked Estep 
Score: -14735340.000000 Penalty: 1140.787964
	Iteration 27Q: 3 clusters Score -1.473534e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 238346 members 
Entering Unmasked Estep 
Score: -14736448.000000 Penalty: 1140.787964
	Iteration 28Q: 3 clusters Score -1.473645e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 241916 members 
Entering Unmasked Estep 
Score: -14737510.000000 Penalty: 1140.787964
	Iteration 29Q: 3 clusters Score -1.473751e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 245422 members 
Entering Unmasked Estep 
Score: -14738685.000000 Penalty: 1140.787964
	Iteration 30Q: 3 clusters Score -1.473868e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 248864 members 
Entering Unmasked Estep 
Score: -14739919.000000 Penalty: 1140.787964
	Iteration 31Q: 3 clusters Score -1.473992e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 252221 members 
Entering Unmasked Estep 
Score: -14741142.000000 Penalty: 1140.787964
	Iteration 32Q: 3 clusters Score -1.474114e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 255364 members 
Entering Unmasked Estep 
Score: -14742349.000000 Penalty: 1140.787964
	Iteration 33Q: 3 clusters Score -1.474235e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 258120 members 
Entering Unmasked Estep 
Score: -14743352.000000 Penalty: 1140.787964
	Iteration 34Q: 3 clusters Score -1.474335e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 260677 members 
Entering Unmasked Estep 
Score: -14744288.000000 Penalty: 1140.787964
	Iteration 35Q: 3 clusters Score -1.474429e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 262979 members 
Entering Unmasked Estep 
Score: -14745104.000000 Penalty: 1140.787964
	Iteration 36Q: 3 clusters Score -1.47451e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 265019 members 
Entering Unmasked Estep 
Score: -14745978.000000 Penalty: 1140.787964
	Iteration 37Q: 3 clusters Score -1.474598e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 266814 members 
Entering Unmasked Estep 
Score: -14747144.000000 Penalty: 1140.787964
	Iteration 38Q: 3 clusters Score -1.474714e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 268403 members 
Entering Unmasked Estep 
Score: -14748133.000000 Penalty: 1140.787964
	Iteration 39Q: 3 clusters Score -1.474813e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 269770 members 
Entering Unmasked Estep 
Score: -14748973.000000 Penalty: 1140.787964
	Iteration 40F: 3 clusters Score -1.474897e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 270871 members 
Entering Unmasked Estep 
Score: -14749478.000000 Penalty: 1140.787964
	Iteration 41Q: 3 clusters Score -1.474948e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 271854 members 
Entering Unmasked Estep 
Score: -14749850.000000 Penalty: 1140.787964
	Iteration 42Q: 3 clusters Score -1.474985e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 272655 members 
Entering Unmasked Estep 
Score: -14750118.000000 Penalty: 1140.787964
	Iteration 43Q: 3 clusters Score -1.475012e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 273310 members 
Entering Unmasked Estep 
Score: -14750304.000000 Penalty: 1140.787964
	Iteration 44Q: 3 clusters Score -1.47503e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 273798 members 
Entering Unmasked Estep 
Score: -14750410.000000 Penalty: 1140.787964
	Iteration 45Q: 3 clusters Score -1.475041e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 274199 members 
Entering Unmasked Estep 
Score: -14750449.000000 Penalty: 1140.787964
	Iteration 46Q: 3 clusters Score -1.475045e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 274523 members 
Entering Unmasked Estep 
Score: -14750473.000000 Penalty: 1140.787964
	Iteration 47Q: 3 clusters Score -1.475047e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 274776 members 
Entering Unmasked Estep 
Score: -14750449.000000 Penalty: 1140.787964
	Iteration 48Q: 3 clusters Score -1.475045e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 274978 members 
Entering Unmasked Estep 
Score: -14750452.000000 Penalty: 1140.787964
	Iteration 49Q: 3 clusters Score -1.475045e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 275186 members 
Entering Unmasked Estep 
Score: -14750463.000000 Penalty: 1140.787964
	Iteration 50Q: 3 clusters Score -1.475046e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 275368 members 
Entering Unmasked Estep 
Score: -14750436.000000 Penalty: 1140.787964
	Iteration 51Q: 3 clusters Score -1.475044e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 275503 members 
Entering Unmasked Estep 
Score: -14750418.000000 Penalty: 1140.787964
	Iteration 52Q: 3 clusters Score -1.475042e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 275585 members 
Entering Unmasked Estep 
Score: -14750419.000000 Penalty: 1140.787964
	Iteration 53Q: 3 clusters Score -1.475042e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 275656 members 
Entering Unmasked Estep 
Score: -14750395.000000 Penalty: 1140.787964
	Iteration 54Q: 3 clusters Score -1.47504e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 275732 members 
Entering Unmasked Estep 
Score: -14750379.000000 Penalty: 1140.787964
	Iteration 55Q: 3 clusters Score -1.475038e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 275793 members 
Entering Unmasked Estep 
Score: -14750383.000000 Penalty: 1140.787964
	Iteration 56Q: 3 clusters Score -1.475038e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 275860 members 
Entering Unmasked Estep 
Score: -14750367.000000 Penalty: 1140.787964
	Iteration 57Q: 3 clusters Score -1.475037e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 275902 members 
Entering Unmasked Estep 
Score: -14750364.000000 Penalty: 1140.787964
	Iteration 58Q: 3 clusters Score -1.475036e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 275937 members 
Entering Unmasked Estep 
Score: -14750374.000000 Penalty: 1140.787964
	Iteration 59Q: 3 clusters Score -1.475037e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 275970 members 
Entering Unmasked Estep 
Score: -14750376.000000 Penalty: 1140.787964
	Iteration 60F: 3 clusters Score -1.475038e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 276018 members 
Entering Unmasked Estep 
Score: -14750368.000000 Penalty: 1140.787964
	Iteration 61Q: 3 clusters Score -1.475037e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 276065 members 
Entering Unmasked Estep 
Score: -14750337.000000 Penalty: 1140.787964
	Iteration 62Q: 3 clusters Score -1.475034e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 276084 members 
Entering Unmasked Estep 
Score: -14750347.000000 Penalty: 1140.787964
	Iteration 63Q: 3 clusters Score -1.475035e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 276093 members 
Entering Unmasked Estep 
Score: -14750344.000000 Penalty: 1140.787964
	Iteration 64Q: 3 clusters Score -1.475034e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 276106 members 
Entering Unmasked Estep 
Score: -14750348.000000 Penalty: 1140.787964
	Iteration 65Q: 3 clusters Score -1.475035e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 276122 members 
Entering Unmasked Estep 
Score: -14750365.000000 Penalty: 1140.787964
	Iteration 66Q: 3 clusters Score -1.475036e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 276140 members 
Entering Unmasked Estep 
Score: -14750351.000000 Penalty: 1140.787964
	Iteration 67Q: 3 clusters Score -1.475035e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 276150 members 
Entering Unmasked Estep 
Score: -14750363.000000 Penalty: 1140.787964
	Iteration 68Q: 3 clusters Score -1.475036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 276161 members 
Entering Unmasked Estep 
Score: -14750366.000000 Penalty: 1140.787964
	Iteration 69Q: 3 clusters Score -1.475037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 276169 members 
Entering Unmasked Estep 
Score: -14750364.000000 Penalty: 1140.787964
	Iteration 70Q: 3 clusters Score -1.475036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 276181 members 
Entering Unmasked Estep 
Score: -14750348.000000 Penalty: 1140.787964
	Iteration 71Q: 3 clusters Score -1.475035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 276188 members 
Entering Unmasked Estep 
Score: -14750360.000000 Penalty: 1140.787964
	Iteration 72Q: 3 clusters Score -1.475036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 276197 members 
Entering Unmasked Estep 
Score: -14750355.000000 Penalty: 1140.787964
	Iteration 73Q: 3 clusters Score -1.475036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 276208 members 
Entering Unmasked Estep 
Score: -14750353.000000 Penalty: 1140.787964
	Iteration 74Q: 3 clusters Score -1.475035e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 276225 members 
Entering Unmasked Estep 
Score: -14750344.000000 Penalty: 1140.787964
	Iteration 75Q: 3 clusters Score -1.475034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 276236 members 
Entering Unmasked Estep 
Score: -14750340.000000 Penalty: 1140.787964
	Iteration 76Q: 3 clusters Score -1.475034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 276246 members 
Entering Unmasked Estep 
Score: -14750338.000000 Penalty: 1140.787964
	Iteration 77Q: 3 clusters Score -1.475034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 276255 members 
Entering Unmasked Estep 
Score: -14750347.000000 Penalty: 1140.787964
	Iteration 78Q: 3 clusters Score -1.475035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 276263 members 
Entering Unmasked Estep 
Score: -14750338.000000 Penalty: 1140.787964
	Iteration 79Q: 3 clusters Score -1.475034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 276268 members 
Entering Unmasked Estep 
Score: -14750334.000000 Penalty: 1140.787964
	Iteration 80F: 3 clusters Score -1.475033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 276275 members 
Entering Unmasked Estep 
Score: -14750339.000000 Penalty: 1140.787964
	Iteration 81Q: 3 clusters Score -1.475034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 276285 members 
Entering Unmasked Estep 
Score: -14750337.000000 Penalty: 1140.787964
	Iteration 82Q: 3 clusters Score -1.475034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 276297 members 
Entering Unmasked Estep 
Score: -14750316.000000 Penalty: 1140.787964
	Iteration 83Q: 3 clusters Score -1.475032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 276306 members 
Entering Unmasked Estep 
Score: -14750321.000000 Penalty: 1140.787964
	Iteration 84Q: 3 clusters Score -1.475032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 276315 members 
Entering Unmasked Estep 
Score: -14750309.000000 Penalty: 1140.787964
	Iteration 85Q: 3 clusters Score -1.475031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 276317 members 
Entering Unmasked Estep 
Score: -14750319.000000 Penalty: 1140.787964
	Iteration 86Q: 3 clusters Score -1.475032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 276319 members 
Entering Unmasked Estep 
Score: -14750313.000000 Penalty: 1140.787964
	Iteration 87Q: 3 clusters Score -1.475031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 276320 members 
Entering Unmasked Estep 
Score: -14750317.000000 Penalty: 1140.787964
	Iteration 88Q: 3 clusters Score -1.475032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 276322 members 
Entering Unmasked Estep 
Score: -14750314.000000 Penalty: 1140.787964
	Iteration 89Q: 3 clusters Score -1.475031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 276326 members 
Entering Unmasked Estep 
Score: -14750301.000000 Penalty: 1140.787964
	Iteration 90Q: 3 clusters Score -1.47503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 276330 members 
Entering Unmasked Estep 
Score: -14750311.000000 Penalty: 1140.787964
	Iteration 91Q: 3 clusters Score -1.475031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 276331 members 
Entering Unmasked Estep 
Score: -14750309.000000 Penalty: 1140.787964
	Iteration 92Q: 3 clusters Score -1.475031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 276330 members 
Entering Unmasked Estep 
Score: -14750305.000000 Penalty: 1140.787964
	Iteration 93Q: 3 clusters Score -1.47503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 276329 members 
Entering Unmasked Estep 
Score: -14750312.000000 Penalty: 1140.787964
	Iteration 94Q: 3 clusters Score -1.475031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 276328 members 
Entering Unmasked Estep 
Score: -14750304.000000 Penalty: 1140.787964
	Iteration 95Q: 3 clusters Score -1.47503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 276327 members 
Entering Unmasked Estep 
Score: -14750315.000000 Penalty: 1140.787964
	Iteration 96Q: 3 clusters Score -1.475032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 276326 members 
Entering Unmasked Estep 
Score: -14750315.000000 Penalty: 1140.787964
	Iteration 97Q: 3 clusters Score -1.475032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 276326 members 
Entering Unmasked Estep 
Score: -14750316.000000 Penalty: 1140.787964
	Iteration 98Q: 3 clusters Score -1.475032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 276324 members 
Entering Unmasked Estep 
Score: -14750311.000000 Penalty: 1140.787964
	Iteration 99Q: 3 clusters Score -1.475031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 276323 members 
Entering Unmasked Estep 
Score: -14750318.000000 Penalty: 1140.787964
	Iteration 100F: 3 clusters Score -1.475032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 276324 members 
Entering Unmasked Estep 
Score: -14750320.000000 Penalty: 1140.787964
	Iteration 101Q: 3 clusters Score -1.475032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 276324 members 
Entering Unmasked Estep 
Score: -14750317.000000 Penalty: 1140.787964
	Iteration 102Q: 3 clusters Score -1.475032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 276326 members 
Entering Unmasked Estep 
Score: -14750315.000000 Penalty: 1140.787964
	Iteration 103Q: 3 clusters Score -1.475032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 276326 members 
Entering Unmasked Estep 
Score: -14750315.000000 Penalty: 1140.787964
	Iteration 104Q: 3 clusters Score -1.475032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 276325 members 
Entering Unmasked Estep 
Score: -14750321.000000 Penalty: 1140.787964
	Iteration 105Q: 3 clusters Score -1.475032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 276326 members 
Entering Unmasked Estep 
Score: -14750315.000000 Penalty: 1140.787964
	Iteration 106Q: 3 clusters Score -1.475032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 276327 members 
Entering Unmasked Estep 
Score: -14750308.000000 Penalty: 1140.787964
	Iteration 107Q: 3 clusters Score -1.475031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 276334 members 
Entering Unmasked Estep 
Score: -14750301.000000 Penalty: 1140.787964
	Iteration 108Q: 3 clusters Score -1.47503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 276341 members 
Entering Unmasked Estep 
Score: -14750307.000000 Penalty: 1140.787964
	Iteration 109Q: 3 clusters Score -1.475031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 276351 members 
Entering Unmasked Estep 
Score: -14750301.000000 Penalty: 1140.787964
	Iteration 110Q: 3 clusters Score -1.47503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 276355 members 
Entering Unmasked Estep 
Score: -14750300.000000 Penalty: 1140.787964
	Iteration 111Q: 3 clusters Score -1.47503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 276361 members 
Entering Unmasked Estep 
Score: -14750305.000000 Penalty: 1140.787964
	Iteration 112Q: 3 clusters Score -1.47503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 276367 members 
Entering Unmasked Estep 
Score: -14750304.000000 Penalty: 1140.787964
	Iteration 113Q: 3 clusters Score -1.47503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 276370 members 
Entering Unmasked Estep 
Score: -14750307.000000 Penalty: 1140.787964
	Iteration 114Q: 3 clusters Score -1.475031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 276371 members 
Entering Unmasked Estep 
Score: -14750305.000000 Penalty: 1140.787964
	Iteration 115Q: 3 clusters Score -1.47503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 276375 members 
Entering Unmasked Estep 
Score: -14750297.000000 Penalty: 1140.787964
	Iteration 116Q: 3 clusters Score -1.47503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 276379 members 
Entering Unmasked Estep 
Score: -14750295.000000 Penalty: 1140.787964
	Iteration 117Q: 3 clusters Score -1.47503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 276380 members 
Entering Unmasked Estep 
Score: -14750303.000000 Penalty: 1140.787964
	Iteration 118Q: 3 clusters Score -1.47503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 276380 members 
Entering Unmasked Estep 
Score: -14750304.000000 Penalty: 1140.787964
	Iteration 119Q: 3 clusters Score -1.47503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 276378 members 
Entering Unmasked Estep 
Score: -14750301.000000 Penalty: 1140.787964
	Iteration 120F: 3 clusters Score -1.47503e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 276378 members 
Entering Unmasked Estep 
Score: -14750308.000000 Penalty: 1140.787964
	Iteration 121Q: 3 clusters Score -1.475031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 276380 members 
Entering Unmasked Estep 
Score: -14750322.000000 Penalty: 1140.787964
	Iteration 122Q: 3 clusters Score -1.475032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 276387 members 
Entering Unmasked Estep 
Score: -14750315.000000 Penalty: 1140.787964
	Iteration 123Q: 3 clusters Score -1.475032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 276390 members 
Entering Unmasked Estep 
Score: -14750313.000000 Penalty: 1140.787964
	Iteration 124Q: 3 clusters Score -1.475031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 276392 members 
Entering Unmasked Estep 
Score: -14750311.000000 Penalty: 1140.787964
	Iteration 125Q: 3 clusters Score -1.475031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 276394 members 
Entering Unmasked Estep 
Score: -14750324.000000 Penalty: 1140.787964
	Iteration 126Q: 3 clusters Score -1.475032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 276397 members 
Entering Unmasked Estep 
Score: -14750311.000000 Penalty: 1140.787964
	Iteration 127Q: 3 clusters Score -1.475031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 276401 members 
Entering Unmasked Estep 
Score: -14750308.000000 Penalty: 1140.787964
	Iteration 128Q: 3 clusters Score -1.475031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 276405 members 
Entering Unmasked Estep 
Score: -14750308.000000 Penalty: 1140.787964
	Iteration 129Q: 3 clusters Score -1.475031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 276413 members 
Entering Unmasked Estep 
Score: -14750305.000000 Penalty: 1140.787964
	Iteration 130Q: 3 clusters Score -1.47503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 276418 members 
Entering Unmasked Estep 
Score: -14750301.000000 Penalty: 1140.787964
	Iteration 131Q: 3 clusters Score -1.47503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 276420 members 
Entering Unmasked Estep 
Score: -14750301.000000 Penalty: 1140.787964
	Iteration 132Q: 3 clusters Score -1.47503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 276422 members 
Entering Unmasked Estep 
Score: -14750299.000000 Penalty: 1140.787964
	Iteration 133Q: 3 clusters Score -1.47503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 276424 members 
Entering Unmasked Estep 
Score: -14750305.000000 Penalty: 1140.787964
	Iteration 134Q: 3 clusters Score -1.47503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 276424 members 
Entering Unmasked Estep 
Score: -14750305.000000 Penalty: 1140.787964
	Iteration 135F: 3 clusters Score -1.47503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3076 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 276424 members 
Mstep: Class 4 contains 143 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 178229 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 1690 members 
Mstep: Class 14 contains 1385 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 39233 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 537 members 
Entering Unmasked Estep 
Score: -27425804.000000 Penalty: 10202.447266
Splitting cluster 12 changes total score from -27424778.000000 to -27425804.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 13 (1690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Entering Unmasked Estep 
Score: -86020.117188 Penalty: 338.178009
	Iteration 0F: 2 clusters Score -86020.12 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 869 members 
Entering Unmasked Estep 
Score: -84840.273438 Penalty: 676.356018
	Iteration 0F: 3 clusters Score -84840.27 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -85405.835938 Penalty: 676.356018
	Iteration 1F: 3 clusters Score -85405.84 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -85613.312500 Penalty: 676.356018
	Iteration 2F: 3 clusters Score -85613.31 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -85788.507812 Penalty: 676.356018
	Iteration 3F: 3 clusters Score -85788.51 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -85911.585938 Penalty: 676.356018
	Iteration 4F: 3 clusters Score -85911.59 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -85991.890625 Penalty: 676.356018
	Iteration 5F: 3 clusters Score -85991.89 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -86027.265625 Penalty: 676.356018
	Iteration 6Q: 3 clusters Score -86027.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -86041.429688 Penalty: 676.356018
	Iteration 7Q: 3 clusters Score -86041.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -86050.171875 Penalty: 676.356018
	Iteration 8Q: 3 clusters Score -86050.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -86055.695312 Penalty: 676.356018
	Iteration 9Q: 3 clusters Score -86055.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -86058.804688 Penalty: 676.356018
	Iteration 10Q: 3 clusters Score -86058.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -86061.132812 Penalty: 676.356018
	Iteration 11Q: 3 clusters Score -86061.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -86063.695312 Penalty: 676.356018
	Iteration 12Q: 3 clusters Score -86063.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -86065.875000 Penalty: 676.356018
	Iteration 13Q: 3 clusters Score -86065.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -86068.000000 Penalty: 676.356018
	Iteration 14Q: 3 clusters Score -86068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -86068.960938 Penalty: 676.356018
	Iteration 15Q: 3 clusters Score -86068.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -86069.195312 Penalty: 676.356018
	Iteration 16Q: 3 clusters Score -86069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -86069.429688 Penalty: 676.356018
	Iteration 17Q: 3 clusters Score -86069.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -86069.429688 Penalty: 676.356018
	Iteration 18F: 3 clusters Score -86069.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3076 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 276424 members 
Mstep: Class 4 contains 143 members 
Mstep: Class 5 contains 876 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 178229 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 1385 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 39233 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 537 members 
Entering Unmasked Estep 
Score: -27425590.000000 Penalty: 10802.590820
Splitting cluster 13 changes total score from -27424778.000000 to -27425590.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 14 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -74743.210938 Penalty: 329.122223
	Iteration 0F: 2 clusters Score -74743.21 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 703 members 
Entering Unmasked Estep 
Score: -73747.093750 Penalty: 658.244446
	Iteration 0F: 3 clusters Score -73747.09 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -74052.648438 Penalty: 658.244446
	Iteration 1F: 3 clusters Score -74052.65 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -74104.992188 Penalty: 658.244446
	Iteration 2F: 3 clusters Score -74104.99 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -74133.398438 Penalty: 658.244446
	Iteration 3Q: 3 clusters Score -74133.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -74152.281250 Penalty: 658.244446
	Iteration 4Q: 3 clusters Score -74152.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -74172.117188 Penalty: 658.244446
	Iteration 5Q: 3 clusters Score -74172.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -74187.078125 Penalty: 658.244446
	Iteration 6Q: 3 clusters Score -74187.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -74202.828125 Penalty: 658.244446
	Iteration 7Q: 3 clusters Score -74202.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -74221.835938 Penalty: 658.244446
	Iteration 8Q: 3 clusters Score -74221.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -74244.070312 Penalty: 658.244446
	Iteration 9Q: 3 clusters Score -74244.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -74267.953125 Penalty: 658.244446
	Iteration 10Q: 3 clusters Score -74267.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -74298.039062 Penalty: 658.244446
	Iteration 11Q: 3 clusters Score -74298.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -74332.679688 Penalty: 658.244446
	Iteration 12Q: 3 clusters Score -74332.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -74359.992188 Penalty: 658.244446
	Iteration 13Q: 3 clusters Score -74359.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -74379.085938 Penalty: 658.244446
	Iteration 14Q: 3 clusters Score -74379.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -74406.289062 Penalty: 658.244446
	Iteration 15Q: 3 clusters Score -74406.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -74427.976562 Penalty: 658.244446
	Iteration 16Q: 3 clusters Score -74427.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -74438.648438 Penalty: 658.244446
	Iteration 17Q: 3 clusters Score -74438.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -74440.953125 Penalty: 658.244446
	Iteration 18Q: 3 clusters Score -74440.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -74441.078125 Penalty: 658.244446
	Iteration 19Q: 3 clusters Score -74441.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -74443.937500 Penalty: 658.244446
	Iteration 20F: 3 clusters Score -74443.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -74446.312500 Penalty: 658.244446
	Iteration 21Q: 3 clusters Score -74446.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -74447.242188 Penalty: 658.244446
	Iteration 22Q: 3 clusters Score -74447.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -74447.242188 Penalty: 658.244446
	Iteration 23F: 3 clusters Score -74447.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -88990.140625 Penalty: 339.635193
	Iteration 0F: 2 clusters Score -88990.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -87740.507812 Penalty: 679.270386
	Iteration 0F: 3 clusters Score -87740.51 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -88331.203125 Penalty: 679.270386
	Iteration 1F: 3 clusters Score -88331.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -88743.937500 Penalty: 679.270386
	Iteration 2F: 3 clusters Score -88743.94 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -89498.523438 Penalty: 679.270386
	Iteration 3F: 3 clusters Score -89498.52 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -90000.546875 Penalty: 679.270386
	Iteration 4F: 3 clusters Score -90000.55 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -90146.031250 Penalty: 679.270386
	Iteration 5Q: 3 clusters Score -90146.03 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -90244.867188 Penalty: 679.270386
	Iteration 6Q: 3 clusters Score -90244.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -90333.218750 Penalty: 679.270386
	Iteration 7Q: 3 clusters Score -90333.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -90407.867188 Penalty: 679.270386
	Iteration 8Q: 3 clusters Score -90407.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -90450.500000 Penalty: 679.270386
	Iteration 9Q: 3 clusters Score -90450.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -90455.984375 Penalty: 679.270386
	Iteration 10Q: 3 clusters Score -90455.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -90458.164062 Penalty: 679.270386
	Iteration 11Q: 3 clusters Score -90458.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -90458.734375 Penalty: 679.270386
	Iteration 12F: 3 clusters Score -90458.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -90460.640625 Penalty: 679.270386
	Iteration 13Q: 3 clusters Score -90460.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -90463.757812 Penalty: 679.270386
	Iteration 14Q: 3 clusters Score -90463.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -90466.687500 Penalty: 679.270386
	Iteration 15Q: 3 clusters Score -90466.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -90467.226562 Penalty: 679.270386
	Iteration 16Q: 3 clusters Score -90467.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -90467.226562 Penalty: 679.270386
	Iteration 17F: 3 clusters Score -90467.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3076 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 276424 members 
Mstep: Class 4 contains 143 members 
Mstep: Class 5 contains 876 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 178229 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 1385 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 39233 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 537 members 
Entering Unmasked Estep 
Score: -27426818.000000 Penalty: 11402.734375
Splitting cluster 15 changes total score from -27424778.000000 to -27426818.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -131972.109375 Penalty: 358.902161
	Iteration 0F: 2 clusters Score -131972.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -130191.515625 Penalty: 717.804321
	Iteration 0F: 3 clusters Score -130191.5 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -131435.125000 Penalty: 717.804321
	Iteration 1F: 3 clusters Score -131435.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -131768.453125 Penalty: 717.804321
	Iteration 2F: 3 clusters Score -131768.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -132040.921875 Penalty: 717.804321
	Iteration 3F: 3 clusters Score -132040.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -132184.531250 Penalty: 717.804321
	Iteration 4F: 3 clusters Score -132184.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -132257.218750 Penalty: 717.804321
	Iteration 5Q: 3 clusters Score -132257.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -132293.515625 Penalty: 717.804321
	Iteration 6Q: 3 clusters Score -132293.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -132327.484375 Penalty: 717.804321
	Iteration 7Q: 3 clusters Score -132327.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -132360.906250 Penalty: 717.804321
	Iteration 8Q: 3 clusters Score -132360.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -132387.500000 Penalty: 717.804321
	Iteration 9Q: 3 clusters Score -132387.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -132401.687500 Penalty: 717.804321
	Iteration 10Q: 3 clusters Score -132401.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -132407.687500 Penalty: 717.804321
	Iteration 11Q: 3 clusters Score -132407.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -132412.031250 Penalty: 717.804321
	Iteration 12Q: 3 clusters Score -132412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -132414.546875 Penalty: 717.804321
	Iteration 13Q: 3 clusters Score -132414.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -132415.140625 Penalty: 717.804321
	Iteration 14Q: 3 clusters Score -132415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -132415.140625 Penalty: 717.804321
	Iteration 15F: 3 clusters Score -132415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3076 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 276424 members 
Mstep: Class 4 contains 143 members 
Mstep: Class 5 contains 876 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 178229 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 1385 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 1099 members 
Mstep: Class 17 contains 39233 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 1566 members 
Entering Unmasked Estep 
Score: -27427032.000000 Penalty: 12002.878906
Splitting cluster 16 changes total score from -27424778.000000 to -27427032.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 17 (39233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Entering Unmasked Estep 
Score: -1996895.250000 Penalty: 481.265930
	Iteration 0F: 2 clusters Score -1996895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -1970549.375000 Penalty: 962.531860
	Iteration 0F: 3 clusters Score -1970549 nChanged 18926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -1982540.125000 Penalty: 962.531860
	Iteration 1F: 3 clusters Score -1982540 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -1984031.000000 Penalty: 962.531860
	Iteration 2F: 3 clusters Score -1984031 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -1986419.500000 Penalty: 962.531860
	Iteration 3F: 3 clusters Score -1986420 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -1989498.375000 Penalty: 962.531860
	Iteration 4F: 3 clusters Score -1989498 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -1992235.375000 Penalty: 962.531860
	Iteration 5F: 3 clusters Score -1992235 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -1994072.875000 Penalty: 962.531860
	Iteration 6Q: 3 clusters Score -1994073 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -1995381.625000 Penalty: 962.531860
	Iteration 7Q: 3 clusters Score -1995382 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -1996178.625000 Penalty: 962.531860
	Iteration 8Q: 3 clusters Score -1996179 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -1996395.500000 Penalty: 962.531860
	Iteration 9Q: 3 clusters Score -1996396 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -1996469.875000 Penalty: 962.531860
	Iteration 10Q: 3 clusters Score -1996470 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -1996516.125000 Penalty: 962.531860
	Iteration 11Q: 3 clusters Score -1996516 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -1996553.875000 Penalty: 962.531860
	Iteration 12Q: 3 clusters Score -1996554 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -1996572.875000 Penalty: 962.531860
	Iteration 13Q: 3 clusters Score -1996573 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -1996580.750000 Penalty: 962.531860
	Iteration 14Q: 3 clusters Score -1996581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -1996590.125000 Penalty: 962.531860
	Iteration 15Q: 3 clusters Score -1996590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -1996596.750000 Penalty: 962.531860
	Iteration 16Q: 3 clusters Score -1996597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -1996599.875000 Penalty: 962.531860
	Iteration 17Q: 3 clusters Score -1996600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -1996605.500000 Penalty: 962.531860
	Iteration 18Q: 3 clusters Score -1996606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -1996611.500000 Penalty: 962.531860
	Iteration 19Q: 3 clusters Score -1996612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -1996613.875000 Penalty: 962.531860
	Iteration 20F: 3 clusters Score -1996614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -1996612.875000 Penalty: 962.531860
	Iteration 21Q: 3 clusters Score -1996613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -1996615.000000 Penalty: 962.531860
	Iteration 22Q: 3 clusters Score -1996615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -1996616.750000 Penalty: 962.531860
	Iteration 23Q: 3 clusters Score -1996617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -1996617.375000 Penalty: 962.531860
	Iteration 24Q: 3 clusters Score -1996617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -1996615.375000 Penalty: 962.531860
	Iteration 25Q: 3 clusters Score -1996615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -1996620.750000 Penalty: 962.531860
	Iteration 26Q: 3 clusters Score -1996621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -1996620.500000 Penalty: 962.531860
	Iteration 27Q: 3 clusters Score -1996620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -1996620.000000 Penalty: 962.531860
	Iteration 28Q: 3 clusters Score -1996620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -1996618.250000 Penalty: 962.531860
	Iteration 29Q: 3 clusters Score -1996618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -1996619.000000 Penalty: 962.531860
	Iteration 30Q: 3 clusters Score -1996619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -1996619.875000 Penalty: 962.531860
	Iteration 31Q: 3 clusters Score -1996620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -1996620.875000 Penalty: 962.531860
	Iteration 32Q: 3 clusters Score -1996621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -1996620.750000 Penalty: 962.531860
	Iteration 33Q: 3 clusters Score -1996621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -1996622.125000 Penalty: 962.531860
	Iteration 34Q: 3 clusters Score -1996622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -1996622.125000 Penalty: 962.531860
	Iteration 35F: 3 clusters Score -1996622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Entering Unmasked Estep 
Score: -123674.804688 Penalty: 366.682678
	Iteration 0F: 2 clusters Score -123674.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -121687.554688 Penalty: 733.365356
	Iteration 0F: 3 clusters Score -121687.6 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -123715.812500 Penalty: 733.365356
	Iteration 1F: 3 clusters Score -123715.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -125559.757812 Penalty: 733.365356
	Iteration 2F: 3 clusters Score -125559.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -126593.109375 Penalty: 733.365356
	Iteration 3F: 3 clusters Score -126593.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -126813.515625 Penalty: 733.365356
	Iteration 4F: 3 clusters Score -126813.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -126875.710938 Penalty: 733.365356
	Iteration 5Q: 3 clusters Score -126875.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -126929.289062 Penalty: 733.365356
	Iteration 6Q: 3 clusters Score -126929.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -126945.429688 Penalty: 733.365356
	Iteration 7Q: 3 clusters Score -126945.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -126955.578125 Penalty: 733.365356
	Iteration 8Q: 3 clusters Score -126955.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -126965.656250 Penalty: 733.365356
	Iteration 9Q: 3 clusters Score -126965.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -126975.156250 Penalty: 733.365356
	Iteration 10Q: 3 clusters Score -126975.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -126982.117188 Penalty: 733.365356
	Iteration 11Q: 3 clusters Score -126982.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -126986.328125 Penalty: 733.365356
	Iteration 12Q: 3 clusters Score -126986.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -126990.578125 Penalty: 733.365356
	Iteration 13Q: 3 clusters Score -126990.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -126993.359375 Penalty: 733.365356
	Iteration 14Q: 3 clusters Score -126993.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -126995.984375 Penalty: 733.365356
	Iteration 15Q: 3 clusters Score -126996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -126999.539062 Penalty: 733.365356
	Iteration 16Q: 3 clusters Score -126999.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -127004.539062 Penalty: 733.365356
	Iteration 17Q: 3 clusters Score -127004.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -127009.570312 Penalty: 733.365356
	Iteration 18Q: 3 clusters Score -127009.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -127014.882812 Penalty: 733.365356
	Iteration 19Q: 3 clusters Score -127014.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -127030.898438 Penalty: 733.365356
	Iteration 20F: 3 clusters Score -127030.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -127058.914062 Penalty: 733.365356
	Iteration 21Q: 3 clusters Score -127058.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -127081.843750 Penalty: 733.365356
	Iteration 22Q: 3 clusters Score -127081.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -127112.875000 Penalty: 733.365356
	Iteration 23Q: 3 clusters Score -127112.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -127272.906250 Penalty: 733.365356
	Iteration 24Q: 3 clusters Score -127272.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -127418.328125 Penalty: 733.365356
	Iteration 25Q: 3 clusters Score -127418.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -127433.335938 Penalty: 733.365356
	Iteration 26Q: 3 clusters Score -127433.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -127436.367188 Penalty: 733.365356
	Iteration 27Q: 3 clusters Score -127436.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -127440.859375 Penalty: 733.365356
	Iteration 28Q: 3 clusters Score -127440.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -127450.429688 Penalty: 733.365356
	Iteration 29Q: 3 clusters Score -127450.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -127458.078125 Penalty: 733.365356
	Iteration 30Q: 3 clusters Score -127458.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -127472.304688 Penalty: 733.365356
	Iteration 31Q: 3 clusters Score -127472.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -127500.046875 Penalty: 733.365356
	Iteration 32Q: 3 clusters Score -127500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -127518.976562 Penalty: 733.365356
	Iteration 33Q: 3 clusters Score -127519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -127528.250000 Penalty: 733.365356
	Iteration 34Q: 3 clusters Score -127528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -127533.054688 Penalty: 733.365356
	Iteration 35Q: 3 clusters Score -127533.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -127562.460938 Penalty: 733.365356
	Iteration 36Q: 3 clusters Score -127562.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -127632.093750 Penalty: 733.365356
	Iteration 37Q: 3 clusters Score -127632.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -127697.070312 Penalty: 733.365356
	Iteration 38Q: 3 clusters Score -127697.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -127737.109375 Penalty: 733.365356
	Iteration 39Q: 3 clusters Score -127737.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -127817.554688 Penalty: 733.365356
	Iteration 40F: 3 clusters Score -127817.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -127899.992188 Penalty: 733.365356
	Iteration 41Q: 3 clusters Score -127900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -127908.046875 Penalty: 733.365356
	Iteration 42Q: 3 clusters Score -127908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -127908.367188 Penalty: 733.365356
	Iteration 43Q: 3 clusters Score -127908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -127909.304688 Penalty: 733.365356
	Iteration 44Q: 3 clusters Score -127909.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -127910.273438 Penalty: 733.365356
	Iteration 45Q: 3 clusters Score -127910.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -127910.273438 Penalty: 733.365356
	Iteration 46F: 3 clusters Score -127910.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3076 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 276424 members 
Mstep: Class 4 contains 143 members 
Mstep: Class 5 contains 876 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 178229 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 1385 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 1099 members 
Mstep: Class 17 contains 39233 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 1566 members 
Mstep: Class 21 contains 826 members 
Entering Unmasked Estep 
Score: -27431050.000000 Penalty: 12603.022461
Splitting cluster 18 changes total score from -27424778.000000 to -27431050.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 19 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -21947.197266 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -21947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21483.453125 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -21483.45 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21987.685547 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -21987.69 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22233.253906 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -22233.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22317.822266 Penalty: 572.025818
	Iteration 3F: 3 clusters Score -22317.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22326.935547 Penalty: 572.025818
	Iteration 4Q: 3 clusters Score -22326.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -22332.507812 Penalty: 572.025818
	Iteration 5Q: 3 clusters Score -22332.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22336.701172 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -22336.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22336.701172 Penalty: 572.025818
	Iteration 7F: 3 clusters Score -22336.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3076 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 276424 members 
Mstep: Class 4 contains 143 members 
Mstep: Class 5 contains 876 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 178229 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 1385 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 1099 members 
Mstep: Class 17 contains 39233 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 1566 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 238 members 
Entering Unmasked Estep 
Score: -27431128.000000 Penalty: 13203.166992
Splitting cluster 19 changes total score from -27424778.000000 to -27431128.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3076 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 4 contains 143 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 178229 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 1385 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 1099 members 
Mstep: Class 17 contains 39233 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27432602.000000 Penalty: 13203.166992
Iteration 39Q: 23 clusters Score -2.74326e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 3028 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4241 members 
Mstep: Class 3 contains 274683 members 
Mstep: Class 4 contains 140 members 
Mstep: Class 5 contains 872 members 
Mstep: Class 6 contains 6469 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 4594 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 179453 members 
Mstep: Class 11 contains 8754 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 1353 members 
Mstep: Class 15 contains 396 members 
Mstep: Class 16 contains 1095 members 
Mstep: Class 17 contains 39648 members 
Mstep: Class 18 contains 2330 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 1538 members 
Mstep: Class 21 contains 878 members 
Mstep: Class 22 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27435192.000000 Penalty: 13203.166992
Iteration 40F: 23 clusters Score -2.743519e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 3014 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4205 members 
Mstep: Class 3 contains 275191 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 893 members 
Mstep: Class 6 contains 6477 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 4615 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 178450 members 
Mstep: Class 11 contains 8350 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 397 members 
Mstep: Class 16 contains 1105 members 
Mstep: Class 17 contains 40052 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 1656 members 
Mstep: Class 21 contains 877 members 
Mstep: Class 22 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27436684.000000 Penalty: 13203.166992
Iteration 41Q: 23 clusters Score -2.743668e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 3014 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 275544 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 911 members 
Mstep: Class 6 contains 6481 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 4649 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 177717 members 
Mstep: Class 11 contains 7988 members 
Mstep: Class 12 contains 2116 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 400 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 40446 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 1702 members 
Mstep: Class 21 contains 870 members 
Mstep: Class 22 contains 251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27437606.000000 Penalty: 13203.166992
Iteration 42Q: 23 clusters Score -2.743761e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 3014 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 275834 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 924 members 
Mstep: Class 6 contains 6496 members 
Mstep: Class 7 contains 2017 members 
Mstep: Class 8 contains 4699 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 177051 members 
Mstep: Class 11 contains 7663 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 404 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 40820 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 1722 members 
Mstep: Class 21 contains 865 members 
Mstep: Class 22 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438534.000000 Penalty: 13203.166992
Iteration 43Q: 23 clusters Score -2.743853e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 3014 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 276102 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 6513 members 
Mstep: Class 7 contains 2119 members 
Mstep: Class 8 contains 4756 members 
Mstep: Class 9 contains 409 members 
Mstep: Class 10 contains 176454 members 
Mstep: Class 11 contains 7353 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 916 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 410 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 41157 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 432 members 
Mstep: Class 20 contains 1730 members 
Mstep: Class 21 contains 864 members 
Mstep: Class 22 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27439264.000000 Penalty: 13203.166992
Iteration 44Q: 23 clusters Score -2.743926e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 276225 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 6534 members 
Mstep: Class 7 contains 2189 members 
Mstep: Class 8 contains 4801 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 176007 members 
Mstep: Class 11 contains 7089 members 
Mstep: Class 12 contains 2379 members 
Mstep: Class 13 contains 909 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 41487 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 1731 members 
Mstep: Class 21 contains 864 members 
Mstep: Class 22 contains 251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27440052.000000 Penalty: 13203.166992
Iteration 45Q: 23 clusters Score -2.744005e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 276353 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 964 members 
Mstep: Class 6 contains 6563 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 4828 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 175583 members 
Mstep: Class 11 contains 6808 members 
Mstep: Class 12 contains 2456 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 1106 members 
Mstep: Class 17 contains 41849 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 1728 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27440596.000000 Penalty: 13203.166992
Iteration 46Q: 23 clusters Score -2.74406e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 276396 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 970 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 175204 members 
Mstep: Class 11 contains 6576 members 
Mstep: Class 12 contains 2524 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 1106 members 
Mstep: Class 17 contains 42217 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 1724 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27441032.000000 Penalty: 13203.166992
Iteration 47Q: 23 clusters Score -2.744103e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 276416 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 974 members 
Mstep: Class 6 contains 6576 members 
Mstep: Class 7 contains 2355 members 
Mstep: Class 8 contains 4909 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 174883 members 
Mstep: Class 11 contains 6403 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 1232 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 1106 members 
Mstep: Class 17 contains 42570 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 473 members 
Mstep: Class 20 contains 1724 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27441564.000000 Penalty: 13203.166992
Iteration 48Q: 23 clusters Score -2.744156e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 276446 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 978 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 2386 members 
Mstep: Class 8 contains 4925 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 174597 members 
Mstep: Class 11 contains 6204 members 
Mstep: Class 12 contains 2628 members 
Mstep: Class 13 contains 883 members 
Mstep: Class 14 contains 1216 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 1106 members 
Mstep: Class 17 contains 42933 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 483 members 
Mstep: Class 20 contains 1721 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27441872.000000 Penalty: 13203.166992
Iteration 49Q: 23 clusters Score -2.744187e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 276481 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 977 members 
Mstep: Class 6 contains 6571 members 
Mstep: Class 7 contains 2413 members 
Mstep: Class 8 contains 4940 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 174358 members 
Mstep: Class 11 contains 6009 members 
Mstep: Class 12 contains 2673 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 43265 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 486 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27442250.000000 Penalty: 13203.166992
Iteration 50Q: 23 clusters Score -2.744225e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 276631 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 2418 members 
Mstep: Class 8 contains 4947 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 174075 members 
Mstep: Class 11 contains 5824 members 
Mstep: Class 12 contains 2732 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1189 members 
Mstep: Class 15 contains 426 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 43534 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 1710 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27442532.000000 Penalty: 13203.166992
Iteration 51Q: 23 clusters Score -2.744253e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 276770 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 6575 members 
Mstep: Class 7 contains 2433 members 
Mstep: Class 8 contains 4951 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 173789 members 
Mstep: Class 11 contains 5653 members 
Mstep: Class 12 contains 2792 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1159 members 
Mstep: Class 15 contains 426 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 43797 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 1707 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27442734.000000 Penalty: 13203.166992
Iteration 52Q: 23 clusters Score -2.744273e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 276929 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 6574 members 
Mstep: Class 7 contains 2439 members 
Mstep: Class 8 contains 4947 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 173509 members 
Mstep: Class 11 contains 5509 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1137 members 
Mstep: Class 15 contains 427 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 44012 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 1707 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27442990.000000 Penalty: 13203.166992
Iteration 53Q: 23 clusters Score -2.744299e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 277098 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 6578 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 4944 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 173235 members 
Mstep: Class 11 contains 5343 members 
Mstep: Class 12 contains 2919 members 
Mstep: Class 13 contains 874 members 
Mstep: Class 14 contains 1124 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 44229 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 1707 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27443096.000000 Penalty: 13203.166992
Iteration 54Q: 23 clusters Score -2.74431e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 277219 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 977 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 2456 members 
Mstep: Class 8 contains 4945 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 172993 members 
Mstep: Class 11 contains 5195 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 44437 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1704 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27443304.000000 Penalty: 13203.166992
Iteration 55Q: 23 clusters Score -2.74433e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 277357 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 977 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 2465 members 
Mstep: Class 8 contains 4935 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 172752 members 
Mstep: Class 11 contains 5046 members 
Mstep: Class 12 contains 3047 members 
Mstep: Class 13 contains 869 members 
Mstep: Class 14 contains 1074 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 44664 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 1702 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27443442.000000 Penalty: 13203.166992
Iteration 56Q: 23 clusters Score -2.744344e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 277473 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 977 members 
Mstep: Class 6 contains 6563 members 
Mstep: Class 7 contains 2471 members 
Mstep: Class 8 contains 4937 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 172530 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 869 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 44895 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 1700 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27443534.000000 Penalty: 13203.166992
Iteration 57Q: 23 clusters Score -2.744353e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 277592 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 6548 members 
Mstep: Class 7 contains 2479 members 
Mstep: Class 8 contains 4941 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 172285 members 
Mstep: Class 11 contains 4773 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 869 members 
Mstep: Class 14 contains 1017 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 45122 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 1699 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27443670.000000 Penalty: 13203.166992
Iteration 58Q: 23 clusters Score -2.744367e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 277739 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 6535 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 4927 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 172070 members 
Mstep: Class 11 contains 4637 members 
Mstep: Class 12 contains 3223 members 
Mstep: Class 13 contains 869 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 45314 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27443848.000000 Penalty: 13203.166992
Iteration 59Q: 23 clusters Score -2.744385e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 277918 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 974 members 
Mstep: Class 6 contains 6524 members 
Mstep: Class 7 contains 2496 members 
Mstep: Class 8 contains 4915 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 171820 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 3274 members 
Mstep: Class 13 contains 869 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 45492 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1695 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27443964.000000 Penalty: 13203.166992
Iteration 60F: 23 clusters Score -2.744396e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 278065 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 974 members 
Mstep: Class 6 contains 6506 members 
Mstep: Class 7 contains 2500 members 
Mstep: Class 8 contains 4913 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 171543 members 
Mstep: Class 11 contains 4393 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 868 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 45636 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444078.000000 Penalty: 13203.166992
Iteration 61Q: 23 clusters Score -2.744408e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 278161 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 974 members 
Mstep: Class 6 contains 6494 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 4924 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 171291 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 3405 members 
Mstep: Class 13 contains 866 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 45773 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 1691 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444078.000000 Penalty: 13203.166992
Iteration 62Q: 23 clusters Score -2.744408e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 278262 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 974 members 
Mstep: Class 6 contains 6487 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 4928 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 171067 members 
Mstep: Class 11 contains 4145 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 867 members 
Mstep: Class 14 contains 1167 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 1109 members 
Mstep: Class 17 contains 45889 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 1691 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444248.000000 Penalty: 13203.166992
Iteration 63Q: 23 clusters Score -2.744425e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 278381 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 6480 members 
Mstep: Class 7 contains 2498 members 
Mstep: Class 8 contains 4927 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 170860 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 869 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 431 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 45973 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 1692 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444420.000000 Penalty: 13203.166992
Iteration 64Q: 23 clusters Score -2.744442e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 278496 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 6470 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 4918 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 170673 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 3651 members 
Mstep: Class 13 contains 870 members 
Mstep: Class 14 contains 1244 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1109 members 
Mstep: Class 17 contains 46056 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444526.000000 Penalty: 13203.166992
Iteration 65Q: 23 clusters Score -2.744453e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 278587 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 6452 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 4910 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 170504 members 
Mstep: Class 11 contains 3834 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1109 members 
Mstep: Class 17 contains 46144 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444570.000000 Penalty: 13203.166992
Iteration 66Q: 23 clusters Score -2.744457e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 278657 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 6433 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 170337 members 
Mstep: Class 11 contains 3761 members 
Mstep: Class 12 contains 3806 members 
Mstep: Class 13 contains 874 members 
Mstep: Class 14 contains 1310 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1109 members 
Mstep: Class 17 contains 46234 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444624.000000 Penalty: 13203.166992
Iteration 67Q: 23 clusters Score -2.744462e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 278738 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 978 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 4880 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 170180 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 3889 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1333 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1109 members 
Mstep: Class 17 contains 46297 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444726.000000 Penalty: 13203.166992
Iteration 68Q: 23 clusters Score -2.744473e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 278824 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 2488 members 
Mstep: Class 8 contains 4870 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 170027 members 
Mstep: Class 11 contains 3639 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 874 members 
Mstep: Class 14 contains 1350 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1109 members 
Mstep: Class 17 contains 46359 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444760.000000 Penalty: 13203.166992
Iteration 69Q: 23 clusters Score -2.744476e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 278893 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 982 members 
Mstep: Class 6 contains 6361 members 
Mstep: Class 7 contains 2487 members 
Mstep: Class 8 contains 4871 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 169849 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4085 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1109 members 
Mstep: Class 17 contains 46415 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444736.000000 Penalty: 13203.166992
Iteration 70Q: 23 clusters Score -2.744474e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 278956 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6345 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 4872 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 169675 members 
Mstep: Class 11 contains 3531 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1109 members 
Mstep: Class 17 contains 46471 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1687 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444768.000000 Penalty: 13203.166992
Iteration 71Q: 23 clusters Score -2.744477e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279031 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6329 members 
Mstep: Class 7 contains 2485 members 
Mstep: Class 8 contains 4870 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 169508 members 
Mstep: Class 11 contains 3473 members 
Mstep: Class 12 contains 4290 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1109 members 
Mstep: Class 17 contains 46535 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1686 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444830.000000 Penalty: 13203.166992
Iteration 72Q: 23 clusters Score -2.744483e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279131 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6321 members 
Mstep: Class 7 contains 2484 members 
Mstep: Class 8 contains 4866 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 169313 members 
Mstep: Class 11 contains 3414 members 
Mstep: Class 12 contains 4393 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 46591 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1687 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444838.000000 Penalty: 13203.166992
Iteration 73Q: 23 clusters Score -2.744484e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279212 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6316 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 169120 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 4493 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 46648 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1687 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444820.000000 Penalty: 13203.166992
Iteration 74Q: 23 clusters Score -2.744482e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279287 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6311 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 4865 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 168954 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 4571 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1416 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 46711 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1687 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444828.000000 Penalty: 13203.166992
Iteration 75Q: 23 clusters Score -2.744483e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279372 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6306 members 
Mstep: Class 7 contains 2479 members 
Mstep: Class 8 contains 4866 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 168796 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 4642 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1423 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 46768 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1687 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444868.000000 Penalty: 13203.166992
Iteration 76Q: 23 clusters Score -2.744487e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279439 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6299 members 
Mstep: Class 7 contains 2477 members 
Mstep: Class 8 contains 4866 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 168659 members 
Mstep: Class 11 contains 3216 members 
Mstep: Class 12 contains 4717 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1428 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 46817 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444858.000000 Penalty: 13203.166992
Iteration 77Q: 23 clusters Score -2.744486e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279544 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6298 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 168535 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 4759 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1432 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 46841 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444858.000000 Penalty: 13203.166992
Iteration 78Q: 23 clusters Score -2.744486e+07 nChanged 335
Entering ConstructFrom: 
Score: -27444858.000000 Penalty: 13203.166992
Entering ConstructFrom: 
Trying to split cluster 1 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -12862.005859 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -12862.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12551.637695 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -12551.64 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12641.946289 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -12641.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12669.484375 Penalty: 507.755432
	Iteration 2F: 3 clusters Score -12669.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12681.061523 Penalty: 507.755432
	Iteration 3Q: 3 clusters Score -12681.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12687.571289 Penalty: 507.755432
	Iteration 4Q: 3 clusters Score -12687.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12689.954102 Penalty: 507.755432
	Iteration 5Q: 3 clusters Score -12689.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12689.954102 Penalty: 507.755432
	Iteration 6F: 3 clusters Score -12689.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Entering Unmasked Estep 
Score: -211214.328125 Penalty: 379.534180
	Iteration 0F: 2 clusters Score -211214.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -208312.234375 Penalty: 759.068359
	Iteration 0F: 3 clusters Score -208312.2 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -209358.234375 Penalty: 759.068359
	Iteration 1F: 3 clusters Score -209358.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -209495.953125 Penalty: 759.068359
	Iteration 2F: 3 clusters Score -209496 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -209636.062500 Penalty: 759.068359
	Iteration 3F: 3 clusters Score -209636.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -209752.500000 Penalty: 759.068359
	Iteration 4F: 3 clusters Score -209752.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -209863.375000 Penalty: 759.068359
	Iteration 5Q: 3 clusters Score -209863.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -209967.500000 Penalty: 759.068359
	Iteration 6F: 3 clusters Score -209967.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -210050.656250 Penalty: 759.068359
	Iteration 7Q: 3 clusters Score -210050.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -210098.171875 Penalty: 759.068359
	Iteration 8Q: 3 clusters Score -210098.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -210152.031250 Penalty: 759.068359
	Iteration 9Q: 3 clusters Score -210152 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -210198.421875 Penalty: 759.068359
	Iteration 10Q: 3 clusters Score -210198.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -210234.953125 Penalty: 759.068359
	Iteration 11Q: 3 clusters Score -210235 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -210271.828125 Penalty: 759.068359
	Iteration 12Q: 3 clusters Score -210271.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -210303.078125 Penalty: 759.068359
	Iteration 13Q: 3 clusters Score -210303.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -210343.328125 Penalty: 759.068359
	Iteration 14Q: 3 clusters Score -210343.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -210393.515625 Penalty: 759.068359
	Iteration 15Q: 3 clusters Score -210393.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -210456.859375 Penalty: 759.068359
	Iteration 16Q: 3 clusters Score -210456.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -210547.046875 Penalty: 759.068359
	Iteration 17Q: 3 clusters Score -210547 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -210642.093750 Penalty: 759.068359
	Iteration 18Q: 3 clusters Score -210642.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -210724.875000 Penalty: 759.068359
	Iteration 19Q: 3 clusters Score -210724.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -210781.078125 Penalty: 759.068359
	Iteration 20F: 3 clusters Score -210781.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -210829.687500 Penalty: 759.068359
	Iteration 21Q: 3 clusters Score -210829.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -210871.125000 Penalty: 759.068359
	Iteration 22Q: 3 clusters Score -210871.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -210900.140625 Penalty: 759.068359
	Iteration 23Q: 3 clusters Score -210900.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -210928.375000 Penalty: 759.068359
	Iteration 24Q: 3 clusters Score -210928.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -210942.578125 Penalty: 759.068359
	Iteration 25Q: 3 clusters Score -210942.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -210955.406250 Penalty: 759.068359
	Iteration 26Q: 3 clusters Score -210955.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -210965.078125 Penalty: 759.068359
	Iteration 27Q: 3 clusters Score -210965.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -210970.437500 Penalty: 759.068359
	Iteration 28Q: 3 clusters Score -210970.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -210972.484375 Penalty: 759.068359
	Iteration 29Q: 3 clusters Score -210972.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -210975.734375 Penalty: 759.068359
	Iteration 30Q: 3 clusters Score -210975.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -210978.984375 Penalty: 759.068359
	Iteration 31Q: 3 clusters Score -210979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -210980.640625 Penalty: 759.068359
	Iteration 32Q: 3 clusters Score -210980.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -210983.484375 Penalty: 759.068359
	Iteration 33Q: 3 clusters Score -210983.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -210983.500000 Penalty: 759.068359
	Iteration 34Q: 3 clusters Score -210983.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -210983.796875 Penalty: 759.068359
	Iteration 35Q: 3 clusters Score -210983.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -210983.796875 Penalty: 759.068359
	Iteration 36F: 3 clusters Score -210983.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (279658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279658 members 
Entering Unmasked Estep 
Score: -14828804.000000 Penalty: 570.630188
	Iteration 0F: 2 clusters Score -1.48288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140030 members 
Mstep: Class 2 contains 139628 members 
Entering Unmasked Estep 
Score: -14643652.000000 Penalty: 1141.260376
	Iteration 0F: 3 clusters Score -1.464365e+07 nChanged 137875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142157 members 
Mstep: Class 2 contains 137501 members 
Entering Unmasked Estep 
Score: -14729756.000000 Penalty: 1141.260376
	Iteration 1F: 3 clusters Score -1.472976e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144229 members 
Mstep: Class 2 contains 135429 members 
Entering Unmasked Estep 
Score: -14732463.000000 Penalty: 1141.260376
	Iteration 2Q: 3 clusters Score -1.473246e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147870 members 
Mstep: Class 2 contains 131788 members 
Entering Unmasked Estep 
Score: -14736540.000000 Penalty: 1141.260376
	Iteration 3Q: 3 clusters Score -1.473654e+07 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153457 members 
Mstep: Class 2 contains 126201 members 
Entering Unmasked Estep 
Score: -14743155.000000 Penalty: 1141.260376
	Iteration 4Q: 3 clusters Score -1.474316e+07 nChanged 16069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161108 members 
Mstep: Class 2 contains 118550 members 
Entering Unmasked Estep 
Score: -14753856.000000 Penalty: 1141.260376
	Iteration 5F: 3 clusters Score -1.475386e+07 nChanged 17980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169596 members 
Mstep: Class 2 contains 110062 members 
Entering Unmasked Estep 
Score: -14767613.000000 Penalty: 1141.260376
	Iteration 6F: 3 clusters Score -1.476761e+07 nChanged 17345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177021 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -14778767.000000 Penalty: 1141.260376
	Iteration 7F: 3 clusters Score -1.477877e+07 nChanged 13484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182805 members 
Mstep: Class 2 contains 96853 members 
Entering Unmasked Estep 
Score: -14784629.000000 Penalty: 1141.260376
	Iteration 8Q: 3 clusters Score -1.478463e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187935 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -14787167.000000 Penalty: 1141.260376
	Iteration 9Q: 3 clusters Score -1.478717e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192981 members 
Mstep: Class 2 contains 86677 members 
Entering Unmasked Estep 
Score: -14788707.000000 Penalty: 1141.260376
	Iteration 10Q: 3 clusters Score -1.478871e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198109 members 
Mstep: Class 2 contains 81549 members 
Entering Unmasked Estep 
Score: -14790059.000000 Penalty: 1141.260376
	Iteration 11Q: 3 clusters Score -1.479006e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203302 members 
Mstep: Class 2 contains 76356 members 
Entering Unmasked Estep 
Score: -14791655.000000 Penalty: 1141.260376
	Iteration 12Q: 3 clusters Score -1.479166e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208742 members 
Mstep: Class 2 contains 70916 members 
Entering Unmasked Estep 
Score: -14793393.000000 Penalty: 1141.260376
	Iteration 13Q: 3 clusters Score -1.479339e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214375 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -14795406.000000 Penalty: 1141.260376
	Iteration 14Q: 3 clusters Score -1.479541e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220244 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -14797490.000000 Penalty: 1141.260376
	Iteration 15Q: 3 clusters Score -1.479749e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226175 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -14799732.000000 Penalty: 1141.260376
	Iteration 16Q: 3 clusters Score -1.479973e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232358 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -14802173.000000 Penalty: 1141.260376
	Iteration 17Q: 3 clusters Score -1.480217e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238574 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -14805041.000000 Penalty: 1141.260376
	Iteration 18Q: 3 clusters Score -1.480504e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244695 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -14807952.000000 Penalty: 1141.260376
	Iteration 19Q: 3 clusters Score -1.480795e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250444 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -14810990.000000 Penalty: 1141.260376
	Iteration 20F: 3 clusters Score -1.481099e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255711 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -14813696.000000 Penalty: 1141.260376
	Iteration 21Q: 3 clusters Score -1.48137e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260462 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -14816184.000000 Penalty: 1141.260376
	Iteration 22Q: 3 clusters Score -1.481618e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264666 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -14818672.000000 Penalty: 1141.260376
	Iteration 23Q: 3 clusters Score -1.481867e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268211 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -14821896.000000 Penalty: 1141.260376
	Iteration 24Q: 3 clusters Score -1.48219e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271227 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -14824238.000000 Penalty: 1141.260376
	Iteration 25Q: 3 clusters Score -1.482424e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273658 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -14825998.000000 Penalty: 1141.260376
	Iteration 26Q: 3 clusters Score -1.4826e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275482 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -14826998.000000 Penalty: 1141.260376
	Iteration 27Q: 3 clusters Score -1.4827e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276783 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -14827620.000000 Penalty: 1141.260376
	Iteration 28Q: 3 clusters Score -1.482762e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277660 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -14828007.000000 Penalty: 1141.260376
	Iteration 29Q: 3 clusters Score -1.482801e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278192 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -14828200.000000 Penalty: 1141.260376
	Iteration 30Q: 3 clusters Score -1.48282e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278538 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -14828271.000000 Penalty: 1141.260376
	Iteration 31Q: 3 clusters Score -1.482827e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278774 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -14828364.000000 Penalty: 1141.260376
	Iteration 32Q: 3 clusters Score -1.482836e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278947 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -14828365.000000 Penalty: 1141.260376
	Iteration 33Q: 3 clusters Score -1.482836e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279040 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -14828358.000000 Penalty: 1141.260376
	Iteration 34Q: 3 clusters Score -1.482836e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279097 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -14828393.000000 Penalty: 1141.260376
	Iteration 35Q: 3 clusters Score -1.482839e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279150 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -14828407.000000 Penalty: 1141.260376
	Iteration 36Q: 3 clusters Score -1.482841e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279198 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -14828423.000000 Penalty: 1141.260376
	Iteration 37Q: 3 clusters Score -1.482842e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279226 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -14828430.000000 Penalty: 1141.260376
	Iteration 38Q: 3 clusters Score -1.482843e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279245 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -14828428.000000 Penalty: 1141.260376
	Iteration 39Q: 3 clusters Score -1.482843e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279255 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -14828436.000000 Penalty: 1141.260376
	Iteration 40F: 3 clusters Score -1.482844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279270 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -14828443.000000 Penalty: 1141.260376
	Iteration 41Q: 3 clusters Score -1.482844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279280 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -14828438.000000 Penalty: 1141.260376
	Iteration 42Q: 3 clusters Score -1.482844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279286 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -14828455.000000 Penalty: 1141.260376
	Iteration 43Q: 3 clusters Score -1.482846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279291 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -14828449.000000 Penalty: 1141.260376
	Iteration 44Q: 3 clusters Score -1.482845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279295 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -14828444.000000 Penalty: 1141.260376
	Iteration 45Q: 3 clusters Score -1.482844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279296 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -14828447.000000 Penalty: 1141.260376
	Iteration 46Q: 3 clusters Score -1.482845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279297 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -14828463.000000 Penalty: 1141.260376
	Iteration 47Q: 3 clusters Score -1.482846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279297 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -14828459.000000 Penalty: 1141.260376
	Iteration 48Q: 3 clusters Score -1.482846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279298 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -14828459.000000 Penalty: 1141.260376
	Iteration 49Q: 3 clusters Score -1.482846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279301 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -14828453.000000 Penalty: 1141.260376
	Iteration 50Q: 3 clusters Score -1.482845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279304 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -14828459.000000 Penalty: 1141.260376
	Iteration 51Q: 3 clusters Score -1.482846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279307 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14828454.000000 Penalty: 1141.260376
	Iteration 52Q: 3 clusters Score -1.482845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279310 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14828454.000000 Penalty: 1141.260376
	Iteration 53Q: 3 clusters Score -1.482845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279311 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -14828447.000000 Penalty: 1141.260376
	Iteration 54Q: 3 clusters Score -1.482845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279313 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14828449.000000 Penalty: 1141.260376
	Iteration 55Q: 3 clusters Score -1.482845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279314 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -14828457.000000 Penalty: 1141.260376
	Iteration 56Q: 3 clusters Score -1.482846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279313 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14828459.000000 Penalty: 1141.260376
	Iteration 57Q: 3 clusters Score -1.482846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279312 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -14828463.000000 Penalty: 1141.260376
	Iteration 58Q: 3 clusters Score -1.482846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279312 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -14828463.000000 Penalty: 1141.260376
	Iteration 59F: 3 clusters Score -1.482846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6345.791992 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6345.792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6131.169922 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6131.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6251.619629 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6251.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6386.918945 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6386.919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -6415.057129 Penalty: 449.037140
	Iteration 3F: 3 clusters Score -6415.057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -6431.671875 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6431.672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -6431.671875 Penalty: 449.037140
	Iteration 5F: 3 clusters Score -6431.672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279658 members 
Mstep: Class 4 contains 116 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 168397 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 4806 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 46868 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Mstep: Class 23 contains 23 members 
Entering Unmasked Estep 
Score: -27444594.000000 Penalty: 13803.310547
Splitting cluster 4 changes total score from -27444858.000000 to -27444594.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -50933.320312 Penalty: 313.522736
	Iteration 0F: 2 clusters Score -50933.32 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 501 members 
Entering Unmasked Estep 
Score: -50120.050781 Penalty: 627.045471
	Iteration 0F: 3 clusters Score -50120.05 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -50367.988281 Penalty: 627.045471
	Iteration 1F: 3 clusters Score -50367.99 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -50427.886719 Penalty: 627.045471
	Iteration 2F: 3 clusters Score -50427.89 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -50462.566406 Penalty: 627.045471
	Iteration 3F: 3 clusters Score -50462.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -50487.578125 Penalty: 627.045471
	Iteration 4Q: 3 clusters Score -50487.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -50510.718750 Penalty: 627.045471
	Iteration 5Q: 3 clusters Score -50510.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -50540.769531 Penalty: 627.045471
	Iteration 6Q: 3 clusters Score -50540.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -50556.960938 Penalty: 627.045471
	Iteration 7Q: 3 clusters Score -50556.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -50569.945312 Penalty: 627.045471
	Iteration 8Q: 3 clusters Score -50569.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -50580.363281 Penalty: 627.045471
	Iteration 9Q: 3 clusters Score -50580.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -50588.730469 Penalty: 627.045471
	Iteration 10Q: 3 clusters Score -50588.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -50597.511719 Penalty: 627.045471
	Iteration 11Q: 3 clusters Score -50597.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -50607.992188 Penalty: 627.045471
	Iteration 12Q: 3 clusters Score -50607.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -50628.871094 Penalty: 627.045471
	Iteration 13Q: 3 clusters Score -50628.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -50641.421875 Penalty: 627.045471
	Iteration 14Q: 3 clusters Score -50641.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -50654.972656 Penalty: 627.045471
	Iteration 15Q: 3 clusters Score -50654.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -50668.351562 Penalty: 627.045471
	Iteration 16Q: 3 clusters Score -50668.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -50677.921875 Penalty: 627.045471
	Iteration 17Q: 3 clusters Score -50677.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -50688.718750 Penalty: 627.045471
	Iteration 18Q: 3 clusters Score -50688.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -50697.339844 Penalty: 627.045471
	Iteration 19Q: 3 clusters Score -50697.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -50702.765625 Penalty: 627.045471
	Iteration 20F: 3 clusters Score -50702.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -50705.582031 Penalty: 627.045471
	Iteration 21Q: 3 clusters Score -50705.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -50706.054688 Penalty: 627.045471
	Iteration 22Q: 3 clusters Score -50706.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -50710.656250 Penalty: 627.045471
	Iteration 23Q: 3 clusters Score -50710.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -50716.644531 Penalty: 627.045471
	Iteration 24Q: 3 clusters Score -50716.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -50726.390625 Penalty: 627.045471
	Iteration 25Q: 3 clusters Score -50726.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -50741.402344 Penalty: 627.045471
	Iteration 26Q: 3 clusters Score -50741.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -50756.917969 Penalty: 627.045471
	Iteration 27Q: 3 clusters Score -50756.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -50767.218750 Penalty: 627.045471
	Iteration 28Q: 3 clusters Score -50767.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -50778.593750 Penalty: 627.045471
	Iteration 29Q: 3 clusters Score -50778.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -50793.843750 Penalty: 627.045471
	Iteration 30Q: 3 clusters Score -50793.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -50806.312500 Penalty: 627.045471
	Iteration 31Q: 3 clusters Score -50806.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -50814.191406 Penalty: 627.045471
	Iteration 32Q: 3 clusters Score -50814.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -50816.351562 Penalty: 627.045471
	Iteration 33Q: 3 clusters Score -50816.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -50818.148438 Penalty: 627.045471
	Iteration 34Q: 3 clusters Score -50818.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -50818.972656 Penalty: 627.045471
	Iteration 35Q: 3 clusters Score -50818.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -50819.964844 Penalty: 627.045471
	Iteration 36Q: 3 clusters Score -50819.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -50820.613281 Penalty: 627.045471
	Iteration 37Q: 3 clusters Score -50820.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -50820.746094 Penalty: 627.045471
	Iteration 38Q: 3 clusters Score -50820.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -50820.746094 Penalty: 627.045471
	Iteration 39F: 3 clusters Score -50820.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Entering Unmasked Estep 
Score: -303578.437500 Penalty: 397.997284
	Iteration 0F: 2 clusters Score -303578.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -299294.843750 Penalty: 795.994568
	Iteration 0F: 3 clusters Score -299294.8 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -301291.031250 Penalty: 795.994568
	Iteration 1F: 3 clusters Score -301291 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -302002.375000 Penalty: 795.994568
	Iteration 2F: 3 clusters Score -302002.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -302723.906250 Penalty: 795.994568
	Iteration 3F: 3 clusters Score -302723.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -303231.218750 Penalty: 795.994568
	Iteration 4F: 3 clusters Score -303231.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -303473.937500 Penalty: 795.994568
	Iteration 5F: 3 clusters Score -303473.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -303570.718750 Penalty: 795.994568
	Iteration 6Q: 3 clusters Score -303570.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -303614.437500 Penalty: 795.994568
	Iteration 7Q: 3 clusters Score -303614.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -303636.125000 Penalty: 795.994568
	Iteration 8Q: 3 clusters Score -303636.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -303657.656250 Penalty: 795.994568
	Iteration 9Q: 3 clusters Score -303657.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -303674.781250 Penalty: 795.994568
	Iteration 10Q: 3 clusters Score -303674.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -303690.656250 Penalty: 795.994568
	Iteration 11Q: 3 clusters Score -303690.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -303700.531250 Penalty: 795.994568
	Iteration 12Q: 3 clusters Score -303700.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -303706.437500 Penalty: 795.994568
	Iteration 13Q: 3 clusters Score -303706.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -303709.781250 Penalty: 795.994568
	Iteration 14Q: 3 clusters Score -303709.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -303714.531250 Penalty: 795.994568
	Iteration 15Q: 3 clusters Score -303714.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -303720.406250 Penalty: 795.994568
	Iteration 16Q: 3 clusters Score -303720.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -303725.656250 Penalty: 795.994568
	Iteration 17Q: 3 clusters Score -303725.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -303728.093750 Penalty: 795.994568
	Iteration 18Q: 3 clusters Score -303728.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -303731.718750 Penalty: 795.994568
	Iteration 19Q: 3 clusters Score -303731.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -303734.250000 Penalty: 795.994568
	Iteration 20F: 3 clusters Score -303734.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -303735.687500 Penalty: 795.994568
	Iteration 21Q: 3 clusters Score -303735.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -303736.937500 Penalty: 795.994568
	Iteration 22Q: 3 clusters Score -303736.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -303740.937500 Penalty: 795.994568
	Iteration 23Q: 3 clusters Score -303740.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -303742.406250 Penalty: 795.994568
	Iteration 24Q: 3 clusters Score -303742.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -303744.625000 Penalty: 795.994568
	Iteration 25Q: 3 clusters Score -303744.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -303745.593750 Penalty: 795.994568
	Iteration 26Q: 3 clusters Score -303745.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -303746.250000 Penalty: 795.994568
	Iteration 27Q: 3 clusters Score -303746.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -303747.375000 Penalty: 795.994568
	Iteration 28Q: 3 clusters Score -303747.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -303748.531250 Penalty: 795.994568
	Iteration 29Q: 3 clusters Score -303748.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -303749.968750 Penalty: 795.994568
	Iteration 30Q: 3 clusters Score -303750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -303751.062500 Penalty: 795.994568
	Iteration 31Q: 3 clusters Score -303751.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -303751.062500 Penalty: 795.994568
	Iteration 32Q: 3 clusters Score -303751.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -303753.125000 Penalty: 795.994568
	Iteration 33Q: 3 clusters Score -303753.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -303751.906250 Penalty: 795.994568
	Iteration 34Q: 3 clusters Score -303751.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -303752.687500 Penalty: 795.994568
	Iteration 35Q: 3 clusters Score -303752.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -303752.687500 Penalty: 795.994568
	Iteration 36F: 3 clusters Score -303752.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279658 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 5497 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 168397 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 4806 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 46868 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Mstep: Class 23 contains 796 members 
Entering Unmasked Estep 
Score: -27444828.000000 Penalty: 13803.310547
Splitting cluster 6 changes total score from -27444858.000000 to -27444828.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -132839.734375 Penalty: 355.518402
	Iteration 0F: 2 clusters Score -132839.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -131075.312500 Penalty: 711.036804
	Iteration 0F: 3 clusters Score -131075.3 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -131749.281250 Penalty: 711.036804
	Iteration 1F: 3 clusters Score -131749.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -131932.625000 Penalty: 711.036804
	Iteration 2F: 3 clusters Score -131932.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -132091.218750 Penalty: 711.036804
	Iteration 3F: 3 clusters Score -132091.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -132210.718750 Penalty: 711.036804
	Iteration 4F: 3 clusters Score -132210.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -132298.843750 Penalty: 711.036804
	Iteration 5F: 3 clusters Score -132298.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -132375.859375 Penalty: 711.036804
	Iteration 6Q: 3 clusters Score -132375.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -132438.468750 Penalty: 711.036804
	Iteration 7Q: 3 clusters Score -132438.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -132510.406250 Penalty: 711.036804
	Iteration 8Q: 3 clusters Score -132510.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -132595.656250 Penalty: 711.036804
	Iteration 9Q: 3 clusters Score -132595.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -132727.187500 Penalty: 711.036804
	Iteration 10Q: 3 clusters Score -132727.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -132831.968750 Penalty: 711.036804
	Iteration 11Q: 3 clusters Score -132832 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -132906.625000 Penalty: 711.036804
	Iteration 12Q: 3 clusters Score -132906.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -132947.484375 Penalty: 711.036804
	Iteration 13Q: 3 clusters Score -132947.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -132964.578125 Penalty: 711.036804
	Iteration 14Q: 3 clusters Score -132964.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -132972.281250 Penalty: 711.036804
	Iteration 15Q: 3 clusters Score -132972.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -132973.890625 Penalty: 711.036804
	Iteration 16Q: 3 clusters Score -132973.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -132974.859375 Penalty: 711.036804
	Iteration 17Q: 3 clusters Score -132974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -132975.281250 Penalty: 711.036804
	Iteration 18Q: 3 clusters Score -132975.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -132975.281250 Penalty: 711.036804
	Iteration 19F: 3 clusters Score -132975.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279658 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 168397 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 4806 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 46868 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Mstep: Class 23 contains 1085 members 
Entering Unmasked Estep 
Score: -27444772.000000 Penalty: 13803.310547
Splitting cluster 7 changes total score from -27444858.000000 to -27444772.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Entering Unmasked Estep 
Score: -259811.531250 Penalty: 386.174530
	Iteration 0F: 2 clusters Score -259811.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -256540.296875 Penalty: 772.349060
	Iteration 0F: 3 clusters Score -256540.3 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -257735.843750 Penalty: 772.349060
	Iteration 1F: 3 clusters Score -257735.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -257845.656250 Penalty: 772.349060
	Iteration 2F: 3 clusters Score -257845.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -257980.484375 Penalty: 772.349060
	Iteration 3F: 3 clusters Score -257980.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -258151.156250 Penalty: 772.349060
	Iteration 4F: 3 clusters Score -258151.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -258334.953125 Penalty: 772.349060
	Iteration 5F: 3 clusters Score -258335 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -258580.281250 Penalty: 772.349060
	Iteration 6F: 3 clusters Score -258580.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -258853.812500 Penalty: 772.349060
	Iteration 7F: 3 clusters Score -258853.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -259087.578125 Penalty: 772.349060
	Iteration 8F: 3 clusters Score -259087.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -259212.484375 Penalty: 772.349060
	Iteration 9Q: 3 clusters Score -259212.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -259331.328125 Penalty: 772.349060
	Iteration 10Q: 3 clusters Score -259331.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -259407.765625 Penalty: 772.349060
	Iteration 11Q: 3 clusters Score -259407.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -259460.203125 Penalty: 772.349060
	Iteration 12Q: 3 clusters Score -259460.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -259511.359375 Penalty: 772.349060
	Iteration 13Q: 3 clusters Score -259511.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -259538.593750 Penalty: 772.349060
	Iteration 14Q: 3 clusters Score -259538.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -259550.812500 Penalty: 772.349060
	Iteration 15Q: 3 clusters Score -259550.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -259557.156250 Penalty: 772.349060
	Iteration 16Q: 3 clusters Score -259557.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -259561.015625 Penalty: 772.349060
	Iteration 17Q: 3 clusters Score -259561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -259562.937500 Penalty: 772.349060
	Iteration 18Q: 3 clusters Score -259562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -259563.437500 Penalty: 772.349060
	Iteration 19Q: 3 clusters Score -259563.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -259565.078125 Penalty: 772.349060
	Iteration 20F: 3 clusters Score -259565.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -259568.578125 Penalty: 772.349060
	Iteration 21Q: 3 clusters Score -259568.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -259572.031250 Penalty: 772.349060
	Iteration 22Q: 3 clusters Score -259572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -259573.687500 Penalty: 772.349060
	Iteration 23Q: 3 clusters Score -259573.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -259574.046875 Penalty: 772.349060
	Iteration 24Q: 3 clusters Score -259574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -259574.296875 Penalty: 772.349060
	Iteration 25Q: 3 clusters Score -259574.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -259575.156250 Penalty: 772.349060
	Iteration 26Q: 3 clusters Score -259575.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -259576.453125 Penalty: 772.349060
	Iteration 27Q: 3 clusters Score -259576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -259576.671875 Penalty: 772.349060
	Iteration 28Q: 3 clusters Score -259576.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -259577.046875 Penalty: 772.349060
	Iteration 29Q: 3 clusters Score -259577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -259577.234375 Penalty: 772.349060
	Iteration 30Q: 3 clusters Score -259577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -259577.234375 Penalty: 772.349060
	Iteration 31F: 3 clusters Score -259577.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -18683.531250 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -18683.53 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 210 members 
Entering Unmasked Estep 
Score: -18275.365234 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -18275.37 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18386.390625 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -18386.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18417.931641 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -18417.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18441.929688 Penalty: 547.025330
	Iteration 3F: 3 clusters Score -18441.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18457.123047 Penalty: 547.025330
	Iteration 4Q: 3 clusters Score -18457.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18472.810547 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -18472.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -18498.873047 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -18498.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18523.546875 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -18523.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -18544.076172 Penalty: 547.025330
	Iteration 8F: 3 clusters Score -18544.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -18562.339844 Penalty: 547.025330
	Iteration 9Q: 3 clusters Score -18562.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -18573.712891 Penalty: 547.025330
	Iteration 10Q: 3 clusters Score -18573.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -18582.488281 Penalty: 547.025330
	Iteration 11Q: 3 clusters Score -18582.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -18590.320312 Penalty: 547.025330
	Iteration 12Q: 3 clusters Score -18590.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -18603.767578 Penalty: 547.025330
	Iteration 13Q: 3 clusters Score -18603.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -18618.574219 Penalty: 547.025330
	Iteration 14Q: 3 clusters Score -18618.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -18647.585938 Penalty: 547.025330
	Iteration 15Q: 3 clusters Score -18647.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -18717.701172 Penalty: 547.025330
	Iteration 16Q: 3 clusters Score -18717.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18828.906250 Penalty: 547.025330
	Iteration 17Q: 3 clusters Score -18828.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18856.351562 Penalty: 547.025330
	Iteration 18Q: 3 clusters Score -18856.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18872.957031 Penalty: 547.025330
	Iteration 19Q: 3 clusters Score -18872.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -18885.199219 Penalty: 547.025330
	Iteration 20F: 3 clusters Score -18885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18890.775391 Penalty: 547.025330
	Iteration 21Q: 3 clusters Score -18890.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18921.398438 Penalty: 547.025330
	Iteration 22Q: 3 clusters Score -18921.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18921.398438 Penalty: 547.025330
	Iteration 23F: 3 clusters Score -18921.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279658 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 168397 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 4806 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 46868 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Mstep: Class 23 contains 270 members 
Entering Unmasked Estep 
Score: -27444810.000000 Penalty: 13803.310547
Splitting cluster 9 changes total score from -27444858.000000 to -27444810.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (168397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168397 members 
Entering Unmasked Estep 
Score: -9050624.000000 Penalty: 547.550598
	Iteration 0F: 2 clusters Score -9050624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 84298 members 
Entering Unmasked Estep 
Score: -8937107.000000 Penalty: 1095.101196
	Iteration 0F: 3 clusters Score -8937107 nChanged 82964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 87198 members 
Entering Unmasked Estep 
Score: -8988702.000000 Penalty: 1095.101196
	Iteration 1F: 3 clusters Score -8988702 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 88909 members 
Entering Unmasked Estep 
Score: -8993012.000000 Penalty: 1095.101196
	Iteration 2F: 3 clusters Score -8993012 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -8999662.000000 Penalty: 1095.101196
	Iteration 3F: 3 clusters Score -8999662 nChanged 12115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 95020 members 
Entering Unmasked Estep 
Score: -9009063.000000 Penalty: 1095.101196
	Iteration 4F: 3 clusters Score -9009063 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 98720 members 
Entering Unmasked Estep 
Score: -9019212.000000 Penalty: 1095.101196
	Iteration 5F: 3 clusters Score -9019212 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 101620 members 
Entering Unmasked Estep 
Score: -9026558.000000 Penalty: 1095.101196
	Iteration 6F: 3 clusters Score -9026558 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 103672 members 
Entering Unmasked Estep 
Score: -9029818.000000 Penalty: 1095.101196
	Iteration 7Q: 3 clusters Score -9029818 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62857 members 
Mstep: Class 2 contains 105540 members 
Entering Unmasked Estep 
Score: -9031367.000000 Penalty: 1095.101196
	Iteration 8Q: 3 clusters Score -9031367 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 107474 members 
Entering Unmasked Estep 
Score: -9032607.000000 Penalty: 1095.101196
	Iteration 9Q: 3 clusters Score -9032607 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 109367 members 
Entering Unmasked Estep 
Score: -9033751.000000 Penalty: 1095.101196
	Iteration 10Q: 3 clusters Score -9033751 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 111297 members 
Entering Unmasked Estep 
Score: -9034889.000000 Penalty: 1095.101196
	Iteration 11Q: 3 clusters Score -9034889 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 113180 members 
Entering Unmasked Estep 
Score: -9035862.000000 Penalty: 1095.101196
	Iteration 12Q: 3 clusters Score -9035862 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 115084 members 
Entering Unmasked Estep 
Score: -9036879.000000 Penalty: 1095.101196
	Iteration 13Q: 3 clusters Score -9036879 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 116932 members 
Entering Unmasked Estep 
Score: -9037797.000000 Penalty: 1095.101196
	Iteration 14Q: 3 clusters Score -9037797 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 118781 members 
Entering Unmasked Estep 
Score: -9038581.000000 Penalty: 1095.101196
	Iteration 15Q: 3 clusters Score -9038581 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 120528 members 
Entering Unmasked Estep 
Score: -9039398.000000 Penalty: 1095.101196
	Iteration 16Q: 3 clusters Score -9039398 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 122236 members 
Entering Unmasked Estep 
Score: -9040083.000000 Penalty: 1095.101196
	Iteration 17Q: 3 clusters Score -9040083 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 123868 members 
Entering Unmasked Estep 
Score: -9040736.000000 Penalty: 1095.101196
	Iteration 18Q: 3 clusters Score -9040736 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 125543 members 
Entering Unmasked Estep 
Score: -9041325.000000 Penalty: 1095.101196
	Iteration 19Q: 3 clusters Score -9041325 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 127238 members 
Entering Unmasked Estep 
Score: -9041846.000000 Penalty: 1095.101196
	Iteration 20F: 3 clusters Score -9041846 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 128903 members 
Entering Unmasked Estep 
Score: -9042381.000000 Penalty: 1095.101196
	Iteration 21Q: 3 clusters Score -9042381 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 130598 members 
Entering Unmasked Estep 
Score: -9042853.000000 Penalty: 1095.101196
	Iteration 22Q: 3 clusters Score -9042853 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 132288 members 
Entering Unmasked Estep 
Score: -9043413.000000 Penalty: 1095.101196
	Iteration 23Q: 3 clusters Score -9043413 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 133983 members 
Entering Unmasked Estep 
Score: -9044021.000000 Penalty: 1095.101196
	Iteration 24Q: 3 clusters Score -9044021 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 135704 members 
Entering Unmasked Estep 
Score: -9044585.000000 Penalty: 1095.101196
	Iteration 25Q: 3 clusters Score -9044585 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 137469 members 
Entering Unmasked Estep 
Score: -9045071.000000 Penalty: 1095.101196
	Iteration 26Q: 3 clusters Score -9045071 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 139304 members 
Entering Unmasked Estep 
Score: -9045577.000000 Penalty: 1095.101196
	Iteration 27Q: 3 clusters Score -9045577 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 141179 members 
Entering Unmasked Estep 
Score: -9046045.000000 Penalty: 1095.101196
	Iteration 28Q: 3 clusters Score -9046045 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 143031 members 
Entering Unmasked Estep 
Score: -9046494.000000 Penalty: 1095.101196
	Iteration 29Q: 3 clusters Score -9046494 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 144861 members 
Entering Unmasked Estep 
Score: -9047040.000000 Penalty: 1095.101196
	Iteration 30Q: 3 clusters Score -9047040 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 146644 members 
Entering Unmasked Estep 
Score: -9047475.000000 Penalty: 1095.101196
	Iteration 31Q: 3 clusters Score -9047475 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 148392 members 
Entering Unmasked Estep 
Score: -9047890.000000 Penalty: 1095.101196
	Iteration 32Q: 3 clusters Score -9047890 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 150017 members 
Entering Unmasked Estep 
Score: -9048234.000000 Penalty: 1095.101196
	Iteration 33Q: 3 clusters Score -9048234 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 151523 members 
Entering Unmasked Estep 
Score: -9048566.000000 Penalty: 1095.101196
	Iteration 34Q: 3 clusters Score -9048566 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 152961 members 
Entering Unmasked Estep 
Score: -9048888.000000 Penalty: 1095.101196
	Iteration 35Q: 3 clusters Score -9048888 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 154344 members 
Entering Unmasked Estep 
Score: -9049249.000000 Penalty: 1095.101196
	Iteration 36Q: 3 clusters Score -9049249 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 155667 members 
Entering Unmasked Estep 
Score: -9049555.000000 Penalty: 1095.101196
	Iteration 37Q: 3 clusters Score -9049555 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 156850 members 
Entering Unmasked Estep 
Score: -9049756.000000 Penalty: 1095.101196
	Iteration 38Q: 3 clusters Score -9049756 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 157962 members 
Entering Unmasked Estep 
Score: -9049998.000000 Penalty: 1095.101196
	Iteration 39Q: 3 clusters Score -9049998 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 158972 members 
Entering Unmasked Estep 
Score: -9050206.000000 Penalty: 1095.101196
	Iteration 40F: 3 clusters Score -9050206 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 159874 members 
Entering Unmasked Estep 
Score: -9050300.000000 Penalty: 1095.101196
	Iteration 41Q: 3 clusters Score -9050300 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 160721 members 
Entering Unmasked Estep 
Score: -9050419.000000 Penalty: 1095.101196
	Iteration 42Q: 3 clusters Score -9050419 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 161470 members 
Entering Unmasked Estep 
Score: -9050583.000000 Penalty: 1095.101196
	Iteration 43Q: 3 clusters Score -9050583 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 162156 members 
Entering Unmasked Estep 
Score: -9050703.000000 Penalty: 1095.101196
	Iteration 44Q: 3 clusters Score -9050703 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 162767 members 
Entering Unmasked Estep 
Score: -9050802.000000 Penalty: 1095.101196
	Iteration 45Q: 3 clusters Score -9050802 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 163291 members 
Entering Unmasked Estep 
Score: -9050904.000000 Penalty: 1095.101196
	Iteration 46Q: 3 clusters Score -9050904 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 163760 members 
Entering Unmasked Estep 
Score: -9051038.000000 Penalty: 1095.101196
	Iteration 47Q: 3 clusters Score -9051038 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 164179 members 
Entering Unmasked Estep 
Score: -9051098.000000 Penalty: 1095.101196
	Iteration 48Q: 3 clusters Score -9051098 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 164518 members 
Entering Unmasked Estep 
Score: -9051108.000000 Penalty: 1095.101196
	Iteration 49Q: 3 clusters Score -9051108 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 164809 members 
Entering Unmasked Estep 
Score: -9051145.000000 Penalty: 1095.101196
	Iteration 50Q: 3 clusters Score -9051145 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 165062 members 
Entering Unmasked Estep 
Score: -9051135.000000 Penalty: 1095.101196
	Iteration 51Q: 3 clusters Score -9051135 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 165281 members 
Entering Unmasked Estep 
Score: -9051170.000000 Penalty: 1095.101196
	Iteration 52Q: 3 clusters Score -9051170 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 165473 members 
Entering Unmasked Estep 
Score: -9051196.000000 Penalty: 1095.101196
	Iteration 53Q: 3 clusters Score -9051196 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 165644 members 
Entering Unmasked Estep 
Score: -9051227.000000 Penalty: 1095.101196
	Iteration 54Q: 3 clusters Score -9051227 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 165795 members 
Entering Unmasked Estep 
Score: -9051235.000000 Penalty: 1095.101196
	Iteration 55Q: 3 clusters Score -9051235 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 165922 members 
Entering Unmasked Estep 
Score: -9051241.000000 Penalty: 1095.101196
	Iteration 56Q: 3 clusters Score -9051241 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 166024 members 
Entering Unmasked Estep 
Score: -9051247.000000 Penalty: 1095.101196
	Iteration 57Q: 3 clusters Score -9051247 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 166114 members 
Entering Unmasked Estep 
Score: -9051249.000000 Penalty: 1095.101196
	Iteration 58Q: 3 clusters Score -9051249 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 166188 members 
Entering Unmasked Estep 
Score: -9051263.000000 Penalty: 1095.101196
	Iteration 59Q: 3 clusters Score -9051263 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 166246 members 
Entering Unmasked Estep 
Score: -9051263.000000 Penalty: 1095.101196
	Iteration 60F: 3 clusters Score -9051263 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 166298 members 
Entering Unmasked Estep 
Score: -9051274.000000 Penalty: 1095.101196
	Iteration 61Q: 3 clusters Score -9051274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 166343 members 
Entering Unmasked Estep 
Score: -9051269.000000 Penalty: 1095.101196
	Iteration 62Q: 3 clusters Score -9051269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 166388 members 
Entering Unmasked Estep 
Score: -9051261.000000 Penalty: 1095.101196
	Iteration 63Q: 3 clusters Score -9051261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 166422 members 
Entering Unmasked Estep 
Score: -9051255.000000 Penalty: 1095.101196
	Iteration 64Q: 3 clusters Score -9051255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 166438 members 
Entering Unmasked Estep 
Score: -9051254.000000 Penalty: 1095.101196
	Iteration 65Q: 3 clusters Score -9051254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 166453 members 
Entering Unmasked Estep 
Score: -9051256.000000 Penalty: 1095.101196
	Iteration 66Q: 3 clusters Score -9051256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 166461 members 
Entering Unmasked Estep 
Score: -9051248.000000 Penalty: 1095.101196
	Iteration 67Q: 3 clusters Score -9051248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 166466 members 
Entering Unmasked Estep 
Score: -9051246.000000 Penalty: 1095.101196
	Iteration 68Q: 3 clusters Score -9051246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 166469 members 
Entering Unmasked Estep 
Score: -9051246.000000 Penalty: 1095.101196
	Iteration 69Q: 3 clusters Score -9051246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 166471 members 
Entering Unmasked Estep 
Score: -9051242.000000 Penalty: 1095.101196
	Iteration 70Q: 3 clusters Score -9051242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 166472 members 
Entering Unmasked Estep 
Score: -9051241.000000 Penalty: 1095.101196
	Iteration 71Q: 3 clusters Score -9051241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 166474 members 
Entering Unmasked Estep 
Score: -9051244.000000 Penalty: 1095.101196
	Iteration 72Q: 3 clusters Score -9051244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 166475 members 
Entering Unmasked Estep 
Score: -9051242.000000 Penalty: 1095.101196
	Iteration 73Q: 3 clusters Score -9051242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 166475 members 
Entering Unmasked Estep 
Score: -9051242.000000 Penalty: 1095.101196
	Iteration 74F: 3 clusters Score -9051242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279658 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 1922 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 4806 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 46868 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Mstep: Class 23 contains 166475 members 
Entering Unmasked Estep 
Score: -27445374.000000 Penalty: 13803.310547
Splitting cluster 10 changes total score from -27444858.000000 to -27445374.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (3132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Entering Unmasked Estep 
Score: -162755.828125 Penalty: 366.248932
	Iteration 0F: 2 clusters Score -162755.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -160560.078125 Penalty: 732.497864
	Iteration 0F: 3 clusters Score -160560.1 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -161366.890625 Penalty: 732.497864
	Iteration 1F: 3 clusters Score -161366.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -161470.062500 Penalty: 732.497864
	Iteration 2F: 3 clusters Score -161470.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -161588.390625 Penalty: 732.497864
	Iteration 3F: 3 clusters Score -161588.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -161795.718750 Penalty: 732.497864
	Iteration 4F: 3 clusters Score -161795.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -162008.984375 Penalty: 732.497864
	Iteration 5F: 3 clusters Score -162009 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -162150.937500 Penalty: 732.497864
	Iteration 6F: 3 clusters Score -162150.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -162263.468750 Penalty: 732.497864
	Iteration 7F: 3 clusters Score -162263.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -162337.609375 Penalty: 732.497864
	Iteration 8Q: 3 clusters Score -162337.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -162408.343750 Penalty: 732.497864
	Iteration 9Q: 3 clusters Score -162408.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -162477.578125 Penalty: 732.497864
	Iteration 10Q: 3 clusters Score -162477.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -162531.031250 Penalty: 732.497864
	Iteration 11Q: 3 clusters Score -162531 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -162570.890625 Penalty: 732.497864
	Iteration 12Q: 3 clusters Score -162570.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -162592.562500 Penalty: 732.497864
	Iteration 13Q: 3 clusters Score -162592.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -162619.203125 Penalty: 732.497864
	Iteration 14Q: 3 clusters Score -162619.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -162647.406250 Penalty: 732.497864
	Iteration 15Q: 3 clusters Score -162647.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -162665.140625 Penalty: 732.497864
	Iteration 16Q: 3 clusters Score -162665.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -162675.656250 Penalty: 732.497864
	Iteration 17Q: 3 clusters Score -162675.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -162681.468750 Penalty: 732.497864
	Iteration 18Q: 3 clusters Score -162681.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -162683.703125 Penalty: 732.497864
	Iteration 19Q: 3 clusters Score -162683.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -162685.546875 Penalty: 732.497864
	Iteration 20F: 3 clusters Score -162685.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -162687.375000 Penalty: 732.497864
	Iteration 21Q: 3 clusters Score -162687.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162688.359375 Penalty: 732.497864
	Iteration 22Q: 3 clusters Score -162688.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -162688.421875 Penalty: 732.497864
	Iteration 23Q: 3 clusters Score -162688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -162688.921875 Penalty: 732.497864
	Iteration 24Q: 3 clusters Score -162688.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -162690.156250 Penalty: 732.497864
	Iteration 25Q: 3 clusters Score -162690.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -162691.140625 Penalty: 732.497864
	Iteration 26Q: 3 clusters Score -162691.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -162692.421875 Penalty: 732.497864
	Iteration 27Q: 3 clusters Score -162692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -162692.921875 Penalty: 732.497864
	Iteration 28Q: 3 clusters Score -162692.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -162693.390625 Penalty: 732.497864
	Iteration 29Q: 3 clusters Score -162693.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -162693.937500 Penalty: 732.497864
	Iteration 30Q: 3 clusters Score -162693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -162694.015625 Penalty: 732.497864
	Iteration 31Q: 3 clusters Score -162694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -162694.062500 Penalty: 732.497864
	Iteration 32Q: 3 clusters Score -162694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -162695.156250 Penalty: 732.497864
	Iteration 33Q: 3 clusters Score -162695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -162695.968750 Penalty: 732.497864
	Iteration 34Q: 3 clusters Score -162696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -162696.875000 Penalty: 732.497864
	Iteration 35Q: 3 clusters Score -162696.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -162698.062500 Penalty: 732.497864
	Iteration 36Q: 3 clusters Score -162698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -162698.843750 Penalty: 732.497864
	Iteration 37Q: 3 clusters Score -162698.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -162700.656250 Penalty: 732.497864
	Iteration 38Q: 3 clusters Score -162700.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -162702.687500 Penalty: 732.497864
	Iteration 39Q: 3 clusters Score -162702.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -162703.500000 Penalty: 732.497864
	Iteration 40F: 3 clusters Score -162703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -162704.437500 Penalty: 732.497864
	Iteration 41Q: 3 clusters Score -162704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -162705.046875 Penalty: 732.497864
	Iteration 42Q: 3 clusters Score -162705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -162705.562500 Penalty: 732.497864
	Iteration 43Q: 3 clusters Score -162705.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -162705.953125 Penalty: 732.497864
	Iteration 44Q: 3 clusters Score -162706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -162707.328125 Penalty: 732.497864
	Iteration 45Q: 3 clusters Score -162707.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -162708.406250 Penalty: 732.497864
	Iteration 46Q: 3 clusters Score -162708.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -162709.093750 Penalty: 732.497864
	Iteration 47Q: 3 clusters Score -162709.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -162709.656250 Penalty: 732.497864
	Iteration 48Q: 3 clusters Score -162709.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -162709.953125 Penalty: 732.497864
	Iteration 49Q: 3 clusters Score -162710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -162709.953125 Penalty: 732.497864
	Iteration 50F: 3 clusters Score -162710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Entering Unmasked Estep 
Score: -282213.343750 Penalty: 385.731720
	Iteration 0F: 2 clusters Score -282213.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -278983.718750 Penalty: 771.463440
	Iteration 0F: 3 clusters Score -278983.7 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -280230.875000 Penalty: 771.463440
	Iteration 1F: 3 clusters Score -280230.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -280364.750000 Penalty: 771.463440
	Iteration 2F: 3 clusters Score -280364.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -280501.687500 Penalty: 771.463440
	Iteration 3F: 3 clusters Score -280501.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -280673.468750 Penalty: 771.463440
	Iteration 4F: 3 clusters Score -280673.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -280862.656250 Penalty: 771.463440
	Iteration 5F: 3 clusters Score -280862.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -281021.718750 Penalty: 771.463440
	Iteration 6F: 3 clusters Score -281021.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -281122.625000 Penalty: 771.463440
	Iteration 7Q: 3 clusters Score -281122.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -281175.718750 Penalty: 771.463440
	Iteration 8Q: 3 clusters Score -281175.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -281224.906250 Penalty: 771.463440
	Iteration 9Q: 3 clusters Score -281224.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -281262.562500 Penalty: 771.463440
	Iteration 10Q: 3 clusters Score -281262.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -281298.375000 Penalty: 771.463440
	Iteration 11Q: 3 clusters Score -281298.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -281335.250000 Penalty: 771.463440
	Iteration 12Q: 3 clusters Score -281335.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -281368.093750 Penalty: 771.463440
	Iteration 13Q: 3 clusters Score -281368.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -281396.093750 Penalty: 771.463440
	Iteration 14Q: 3 clusters Score -281396.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -281420.531250 Penalty: 771.463440
	Iteration 15Q: 3 clusters Score -281420.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -281455.125000 Penalty: 771.463440
	Iteration 16Q: 3 clusters Score -281455.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -281487.437500 Penalty: 771.463440
	Iteration 17Q: 3 clusters Score -281487.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -281515.906250 Penalty: 771.463440
	Iteration 18Q: 3 clusters Score -281515.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -281545.187500 Penalty: 771.463440
	Iteration 19Q: 3 clusters Score -281545.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -281572.593750 Penalty: 771.463440
	Iteration 20F: 3 clusters Score -281572.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -281594.375000 Penalty: 771.463440
	Iteration 21Q: 3 clusters Score -281594.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -281616.000000 Penalty: 771.463440
	Iteration 22Q: 3 clusters Score -281616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -281647.656250 Penalty: 771.463440
	Iteration 23Q: 3 clusters Score -281647.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -281669.250000 Penalty: 771.463440
	Iteration 24Q: 3 clusters Score -281669.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -281690.750000 Penalty: 771.463440
	Iteration 25Q: 3 clusters Score -281690.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -281711.156250 Penalty: 771.463440
	Iteration 26Q: 3 clusters Score -281711.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -281727.312500 Penalty: 771.463440
	Iteration 27Q: 3 clusters Score -281727.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -281747.812500 Penalty: 771.463440
	Iteration 28Q: 3 clusters Score -281747.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -281759.343750 Penalty: 771.463440
	Iteration 29Q: 3 clusters Score -281759.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -281774.312500 Penalty: 771.463440
	Iteration 30Q: 3 clusters Score -281774.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -281788.406250 Penalty: 771.463440
	Iteration 31Q: 3 clusters Score -281788.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -281799.375000 Penalty: 771.463440
	Iteration 32Q: 3 clusters Score -281799.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -281808.968750 Penalty: 771.463440
	Iteration 33Q: 3 clusters Score -281809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -281816.656250 Penalty: 771.463440
	Iteration 34Q: 3 clusters Score -281816.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -281825.906250 Penalty: 771.463440
	Iteration 35Q: 3 clusters Score -281825.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -281831.406250 Penalty: 771.463440
	Iteration 36Q: 3 clusters Score -281831.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -281837.656250 Penalty: 771.463440
	Iteration 37Q: 3 clusters Score -281837.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -281842.718750 Penalty: 771.463440
	Iteration 38Q: 3 clusters Score -281842.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -281845.031250 Penalty: 771.463440
	Iteration 39Q: 3 clusters Score -281845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -281846.312500 Penalty: 771.463440
	Iteration 40F: 3 clusters Score -281846.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -281846.625000 Penalty: 771.463440
	Iteration 41Q: 3 clusters Score -281846.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -281846.625000 Penalty: 771.463440
	Iteration 42F: 3 clusters Score -281846.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -45203.996094 Penalty: 308.331055
	Iteration 0F: 2 clusters Score -45204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -44467.718750 Penalty: 616.662109
	Iteration 0F: 3 clusters Score -44467.72 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -44680.882812 Penalty: 616.662109
	Iteration 1F: 3 clusters Score -44680.88 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -44736.777344 Penalty: 616.662109
	Iteration 2F: 3 clusters Score -44736.78 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -44791.148438 Penalty: 616.662109
	Iteration 3F: 3 clusters Score -44791.15 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -44848.187500 Penalty: 616.662109
	Iteration 4F: 3 clusters Score -44848.19 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -44916.472656 Penalty: 616.662109
	Iteration 5F: 3 clusters Score -44916.47 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -44961.691406 Penalty: 616.662109
	Iteration 6F: 3 clusters Score -44961.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -44995.824219 Penalty: 616.662109
	Iteration 7Q: 3 clusters Score -44995.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -45013.554688 Penalty: 616.662109
	Iteration 8Q: 3 clusters Score -45013.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45024.078125 Penalty: 616.662109
	Iteration 9Q: 3 clusters Score -45024.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45031.777344 Penalty: 616.662109
	Iteration 10Q: 3 clusters Score -45031.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45037.648438 Penalty: 616.662109
	Iteration 11Q: 3 clusters Score -45037.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45039.718750 Penalty: 616.662109
	Iteration 12Q: 3 clusters Score -45039.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45043.671875 Penalty: 616.662109
	Iteration 13Q: 3 clusters Score -45043.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45047.976562 Penalty: 616.662109
	Iteration 14Q: 3 clusters Score -45047.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45049.375000 Penalty: 616.662109
	Iteration 15Q: 3 clusters Score -45049.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45050.878906 Penalty: 616.662109
	Iteration 16Q: 3 clusters Score -45050.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45051.355469 Penalty: 616.662109
	Iteration 17Q: 3 clusters Score -45051.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45051.488281 Penalty: 616.662109
	Iteration 18Q: 3 clusters Score -45051.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45052.605469 Penalty: 616.662109
	Iteration 19Q: 3 clusters Score -45052.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45053.375000 Penalty: 616.662109
	Iteration 20F: 3 clusters Score -45053.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45053.957031 Penalty: 616.662109
	Iteration 21Q: 3 clusters Score -45053.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45055.152344 Penalty: 616.662109
	Iteration 22Q: 3 clusters Score -45055.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45055.957031 Penalty: 616.662109
	Iteration 23Q: 3 clusters Score -45055.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45056.621094 Penalty: 616.662109
	Iteration 24Q: 3 clusters Score -45056.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45056.789062 Penalty: 616.662109
	Iteration 25Q: 3 clusters Score -45056.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45056.789062 Penalty: 616.662109
	Iteration 26F: 3 clusters Score -45056.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -77239.078125 Penalty: 330.830872
	Iteration 0F: 2 clusters Score -77239.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -76120.000000 Penalty: 661.661743
	Iteration 0F: 3 clusters Score -76120 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -76465.421875 Penalty: 661.661743
	Iteration 1F: 3 clusters Score -76465.42 nChanged 112
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: -76535.117188 Penalty: 661.661743
	Iteration 2F: 3 clusters Score -76535.12 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -76589.226562 Penalty: 661.661743
	Iteration 3F: 3 clusters Score -76589.23 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -76655.500000 Penalty: 661.661743
	Iteration 4F: 3 clusters Score -76655.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -76718.117188 Penalty: 661.661743
	Iteration 5F: 3 clusters Score -76718.12 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -76780.468750 Penalty: 661.661743
	Iteration 6F: 3 clusters Score -76780.47 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -76835.093750 Penalty: 661.661743
	Iteration 7Q: 3 clusters Score -76835.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -76893.148438 Penalty: 661.661743
	Iteration 8Q: 3 clusters Score -76893.15 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -76932.296875 Penalty: 661.661743
	Iteration 9Q: 3 clusters Score -76932.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -76956.531250 Penalty: 661.661743
	Iteration 10Q: 3 clusters Score -76956.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -76974.554688 Penalty: 661.661743
	Iteration 11Q: 3 clusters Score -76974.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -76992.593750 Penalty: 661.661743
	Iteration 12Q: 3 clusters Score -76992.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -77008.398438 Penalty: 661.661743
	Iteration 13Q: 3 clusters Score -77008.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -77019.750000 Penalty: 661.661743
	Iteration 14Q: 3 clusters Score -77019.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -77024.406250 Penalty: 661.661743
	Iteration 15Q: 3 clusters Score -77024.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -77029.953125 Penalty: 661.661743
	Iteration 16Q: 3 clusters Score -77029.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -77035.968750 Penalty: 661.661743
	Iteration 17Q: 3 clusters Score -77035.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -77040.546875 Penalty: 661.661743
	Iteration 18Q: 3 clusters Score -77040.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -77043.640625 Penalty: 661.661743
	Iteration 19Q: 3 clusters Score -77043.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -77044.625000 Penalty: 661.661743
	Iteration 20F: 3 clusters Score -77044.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -77044.796875 Penalty: 661.661743
	Iteration 21Q: 3 clusters Score -77044.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -77044.796875 Penalty: 661.661743
	Iteration 22F: 3 clusters Score -77044.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -22427.941406 Penalty: 276.113373
	Iteration 0F: 2 clusters Score -22427.94 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 220 members 
Entering Unmasked Estep 
Score: -22022.005859 Penalty: 552.226746
	Iteration 0F: 3 clusters Score -22022.01 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22248.640625 Penalty: 552.226746
	Iteration 1F: 3 clusters Score -22248.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22305.097656 Penalty: 552.226746
	Iteration 2F: 3 clusters Score -22305.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -22332.039062 Penalty: 552.226746
	Iteration 3F: 3 clusters Score -22332.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -22353.210938 Penalty: 552.226746
	Iteration 4Q: 3 clusters Score -22353.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -22374.417969 Penalty: 552.226746
	Iteration 5Q: 3 clusters Score -22374.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22384.107422 Penalty: 552.226746
	Iteration 6Q: 3 clusters Score -22384.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22395.865234 Penalty: 552.226746
	Iteration 7Q: 3 clusters Score -22395.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22404.611328 Penalty: 552.226746
	Iteration 8Q: 3 clusters Score -22404.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22407.042969 Penalty: 552.226746
	Iteration 9Q: 3 clusters Score -22407.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22408.150391 Penalty: 552.226746
	Iteration 10Q: 3 clusters Score -22408.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22408.150391 Penalty: 552.226746
	Iteration 11F: 3 clusters Score -22408.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -54417.742188 Penalty: 318.969208
	Iteration 0F: 2 clusters Score -54417.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -53538.500000 Penalty: 637.938416
	Iteration 0F: 3 clusters Score -53538.5 nChanged 469
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: -53867.765625 Penalty: 637.938416
	Iteration 1F: 3 clusters Score -53867.77 nChanged 93
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: -53928.464844 Penalty: 637.938416
	Iteration 2F: 3 clusters Score -53928.46 nChanged 49
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: -53956.285156 Penalty: 637.938416
	Iteration 3Q: 3 clusters Score -53956.29 nChanged 38
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: -53979.367188 Penalty: 637.938416
	Iteration 4Q: 3 clusters Score -53979.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -53990.289062 Penalty: 637.938416
	Iteration 5Q: 3 clusters Score -53990.29 nChanged 22
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: -54006.781250 Penalty: 637.938416
	Iteration 6Q: 3 clusters Score -54006.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -54028.031250 Penalty: 637.938416
	Iteration 7Q: 3 clusters Score -54028.03 nChanged 36
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: -54073.320312 Penalty: 637.938416
	Iteration 8Q: 3 clusters Score -54073.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -54125.312500 Penalty: 637.938416
	Iteration 9Q: 3 clusters Score -54125.31 nChanged 60
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: -54220.937500 Penalty: 637.938416
	Iteration 10F: 3 clusters Score -54220.94 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -54377.496094 Penalty: 637.938416
	Iteration 11F: 3 clusters Score -54377.5 nChanged 92
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: -54561.066406 Penalty: 637.938416
	Iteration 12F: 3 clusters Score -54561.07 nChanged 84
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: -54760.574219 Penalty: 637.938416
	Iteration 13F: 3 clusters Score -54760.57 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -54853.503906 Penalty: 637.938416
	Iteration 14Q: 3 clusters Score -54853.5 nChanged 30
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: -54883.617188 Penalty: 637.938416
	Iteration 15Q: 3 clusters Score -54883.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -54889.406250 Penalty: 637.938416
	Iteration 16Q: 3 clusters Score -54889.41 nChanged 4
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: -54892.324219 Penalty: 637.938416
	Iteration 17Q: 3 clusters Score -54892.32 nChanged 4
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: -54898.132812 Penalty: 637.938416
	Iteration 18Q: 3 clusters Score -54898.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -54898.972656 Penalty: 637.938416
	Iteration 19Q: 3 clusters Score -54898.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -54898.972656 Penalty: 637.938416
	Iteration 20F: 3 clusters Score -54898.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279658 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 1922 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 4806 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 46868 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Mstep: Class 23 contains 166475 members 
Mstep: Class 24 contains 617 members 
Entering Unmasked Estep 
Score: -27445572.000000 Penalty: 14403.454102
Splitting cluster 16 changes total score from -27444858.000000 to -27445572.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (46868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Entering Unmasked Estep 
Score: -2378538.500000 Penalty: 489.356628
	Iteration 0F: 2 clusters Score -2378538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -2346918.500000 Penalty: 978.713257
	Iteration 0F: 3 clusters Score -2346918 nChanged 22769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2360096.750000 Penalty: 978.713257
	Iteration 1F: 3 clusters Score -2360097 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -2360487.000000 Penalty: 978.713257
	Iteration 2Q: 3 clusters Score -2360487 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2360901.500000 Penalty: 978.713257
	Iteration 3Q: 3 clusters Score -2360902 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -2361400.000000 Penalty: 978.713257
	Iteration 4Q: 3 clusters Score -2361400 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2362026.000000 Penalty: 978.713257
	Iteration 5Q: 3 clusters Score -2362026 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -2362908.500000 Penalty: 978.713257
	Iteration 6Q: 3 clusters Score -2362908 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -2364169.500000 Penalty: 978.713257
	Iteration 7Q: 3 clusters Score -2364170 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -2365663.250000 Penalty: 978.713257
	Iteration 8F: 3 clusters Score -2365663 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2367143.750000 Penalty: 978.713257
	Iteration 9F: 3 clusters Score -2367144 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2368359.000000 Penalty: 978.713257
	Iteration 10F: 3 clusters Score -2368359 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2369259.250000 Penalty: 978.713257
	Iteration 11Q: 3 clusters Score -2369259 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2369904.000000 Penalty: 978.713257
	Iteration 12Q: 3 clusters Score -2369904 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2370355.750000 Penalty: 978.713257
	Iteration 13Q: 3 clusters Score -2370356 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2370641.750000 Penalty: 978.713257
	Iteration 14Q: 3 clusters Score -2370642 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2370834.750000 Penalty: 978.713257
	Iteration 15Q: 3 clusters Score -2370835 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2370952.250000 Penalty: 978.713257
	Iteration 16Q: 3 clusters Score -2370952 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -2371019.250000 Penalty: 978.713257
	Iteration 17Q: 3 clusters Score -2371019 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2371076.500000 Penalty: 978.713257
	Iteration 18Q: 3 clusters Score -2371076 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2371105.500000 Penalty: 978.713257
	Iteration 19Q: 3 clusters Score -2371106 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2371124.250000 Penalty: 978.713257
	Iteration 20F: 3 clusters Score -2371124 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2371145.750000 Penalty: 978.713257
	Iteration 21Q: 3 clusters Score -2371146 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2371182.750000 Penalty: 978.713257
	Iteration 22Q: 3 clusters Score -2371183 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2371206.500000 Penalty: 978.713257
	Iteration 23Q: 3 clusters Score -2371206 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2371244.500000 Penalty: 978.713257
	Iteration 24Q: 3 clusters Score -2371244 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2371276.250000 Penalty: 978.713257
	Iteration 25Q: 3 clusters Score -2371276 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2371303.750000 Penalty: 978.713257
	Iteration 26Q: 3 clusters Score -2371304 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2371342.000000 Penalty: 978.713257
	Iteration 27Q: 3 clusters Score -2371342 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -2371381.250000 Penalty: 978.713257
	Iteration 28Q: 3 clusters Score -2371381 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -2371432.500000 Penalty: 978.713257
	Iteration 29Q: 3 clusters Score -2371432 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -2371488.000000 Penalty: 978.713257
	Iteration 30Q: 3 clusters Score -2371488 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -2371587.000000 Penalty: 978.713257
	Iteration 31Q: 3 clusters Score -2371587 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -2371678.750000 Penalty: 978.713257
	Iteration 32Q: 3 clusters Score -2371679 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -2371831.500000 Penalty: 978.713257
	Iteration 33Q: 3 clusters Score -2371832 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -2372012.750000 Penalty: 978.713257
	Iteration 34Q: 3 clusters Score -2372013 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -2372196.000000 Penalty: 978.713257
	Iteration 35Q: 3 clusters Score -2372196 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -2372448.250000 Penalty: 978.713257
	Iteration 36Q: 3 clusters Score -2372448 nChanged 836
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Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2372748 nChanged 907
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Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2373105 nChanged 962
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Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2373522 nChanged 1007
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Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2374033 nChanged 1037
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Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2374579 nChanged 1010
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Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2375125 nChanged 941
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Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 33642 members 
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Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 34474 members 
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Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2376239 nChanged 650
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Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 35853 members 
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Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 36409 members 
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Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 36910 members 
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	Iteration 48Q: 3 clusters Score -2376770 nChanged 455
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Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2376886 nChanged 442
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Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 37807 members 
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Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 38195 members 
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Mstep: Class 1 contains 8300 members 
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Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 39209 members 
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Mstep: Class 1 contains 7393 members 
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Mstep: Class 1 contains 6882 members 
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Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 40241 members 
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Mstep: Class 1 contains 6019 members 
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Mstep: Class 1 contains 5841 members 
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Mstep: Class 2 contains 41195 members 
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Mstep: Class 1 contains 5512 members 
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Mstep: Class 1 contains 4618 members 
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Mstep: Class 1 contains 4556 members 
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Mstep: Class 1 contains 3958 members 
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	Iteration 82Q: 3 clusters Score -2377941 nChanged 72
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	Iteration 83Q: 3 clusters Score -2377949 nChanged 78
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	Iteration 86Q: 3 clusters Score -2377964 nChanged 44
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	Iteration 87Q: 3 clusters Score -2377969 nChanged 43
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	Iteration 88Q: 3 clusters Score -2377969 nChanged 41
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	Iteration 89Q: 3 clusters Score -2377980 nChanged 40
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	Iteration 90Q: 3 clusters Score -2377985 nChanged 36
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	Iteration 93Q: 3 clusters Score -2378004 nChanged 37
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	Iteration 94Q: 3 clusters Score -2378009 nChanged 32
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	Iteration 97Q: 3 clusters Score -2378020 nChanged 37
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	Iteration 98Q: 3 clusters Score -2378022 nChanged 36
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	Iteration 99Q: 3 clusters Score -2378029 nChanged 41
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	Iteration 100F: 3 clusters Score -2378029 nChanged 36
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	Iteration 101Q: 3 clusters Score -2378033 nChanged 40
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	Iteration 102Q: 3 clusters Score -2378030 nChanged 34
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	Iteration 104Q: 3 clusters Score -2378036 nChanged 29
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	Iteration 105Q: 3 clusters Score -2378043 nChanged 27
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	Iteration 106Q: 3 clusters Score -2378039 nChanged 23
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	Iteration 107Q: 3 clusters Score -2378040 nChanged 19
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	Iteration 108Q: 3 clusters Score -2378040 nChanged 20
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	Iteration 109Q: 3 clusters Score -2378047 nChanged 16
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	Iteration 111Q: 3 clusters Score -2378045 nChanged 15
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	Iteration 112Q: 3 clusters Score -2378048 nChanged 13
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	Iteration 113Q: 3 clusters Score -2378044 nChanged 11
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	Iteration 114Q: 3 clusters Score -2378046 nChanged 16
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	Iteration 115Q: 3 clusters Score -2378047 nChanged 12
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	Iteration 116Q: 3 clusters Score -2378046 nChanged 8
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	Iteration 117Q: 3 clusters Score -2378046 nChanged 6
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	Iteration 118Q: 3 clusters Score -2378043 nChanged 8
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	Iteration 119Q: 3 clusters Score -2378045 nChanged 8
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	Iteration 120F: 3 clusters Score -2378044 nChanged 11
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	Iteration 121Q: 3 clusters Score -2378048 nChanged 6
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	Iteration 122Q: 3 clusters Score -2378048 nChanged 5
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	Iteration 123Q: 3 clusters Score -2378047 nChanged 11
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	Iteration 124Q: 3 clusters Score -2378050 nChanged 10
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	Iteration 125Q: 3 clusters Score -2378048 nChanged 12
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	Iteration 126Q: 3 clusters Score -2378050 nChanged 9
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	Iteration 127Q: 3 clusters Score -2378047 nChanged 9
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	Iteration 128Q: 3 clusters Score -2378049 nChanged 13
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	Iteration 129Q: 3 clusters Score -2378051 nChanged 11
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	Iteration 130Q: 3 clusters Score -2378056 nChanged 13
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Entering Unmasked Estep 
Score: -2378055.500000 Penalty: 978.713257
	Iteration 131Q: 3 clusters Score -2378056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -2378057.000000 Penalty: 978.713257
	Iteration 132Q: 3 clusters Score -2378057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -2378057.750000 Penalty: 978.713257
	Iteration 133Q: 3 clusters Score -2378058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -2378057.250000 Penalty: 978.713257
	Iteration 134Q: 3 clusters Score -2378057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -2378054.500000 Penalty: 978.713257
	Iteration 135Q: 3 clusters Score -2378054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -2378059.250000 Penalty: 978.713257
	Iteration 136Q: 3 clusters Score -2378059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -2378060.500000 Penalty: 978.713257
	Iteration 137Q: 3 clusters Score -2378060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -2378058.500000 Penalty: 978.713257
	Iteration 138Q: 3 clusters Score -2378058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -2378061.750000 Penalty: 978.713257
	Iteration 139Q: 3 clusters Score -2378062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -2378058.750000 Penalty: 978.713257
	Iteration 140F: 3 clusters Score -2378059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -2378059.750000 Penalty: 978.713257
	Iteration 141Q: 3 clusters Score -2378060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -2378061.250000 Penalty: 978.713257
	Iteration 142Q: 3 clusters Score -2378061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -2378057.250000 Penalty: 978.713257
	Iteration 143Q: 3 clusters Score -2378057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -2378063.750000 Penalty: 978.713257
	Iteration 144Q: 3 clusters Score -2378064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -2378066.250000 Penalty: 978.713257
	Iteration 145Q: 3 clusters Score -2378066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -2378065.750000 Penalty: 978.713257
	Iteration 146Q: 3 clusters Score -2378066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -2378066.000000 Penalty: 978.713257
	Iteration 147Q: 3 clusters Score -2378066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -2378065.000000 Penalty: 978.713257
	Iteration 148Q: 3 clusters Score -2378065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -2378063.750000 Penalty: 978.713257
	Iteration 149Q: 3 clusters Score -2378064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -2378062.750000 Penalty: 978.713257
	Iteration 150Q: 3 clusters Score -2378063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -2378063.500000 Penalty: 978.713257
	Iteration 151Q: 3 clusters Score -2378064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -2378061.250000 Penalty: 978.713257
	Iteration 152Q: 3 clusters Score -2378061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -2378065.500000 Penalty: 978.713257
	Iteration 153Q: 3 clusters Score -2378066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -2378064.750000 Penalty: 978.713257
	Iteration 154Q: 3 clusters Score -2378065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -2378063.250000 Penalty: 978.713257
	Iteration 155Q: 3 clusters Score -2378063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -2378065.250000 Penalty: 978.713257
	Iteration 156Q: 3 clusters Score -2378065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -2378067.250000 Penalty: 978.713257
	Iteration 157Q: 3 clusters Score -2378067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -2378066.500000 Penalty: 978.713257
	Iteration 158Q: 3 clusters Score -2378066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -2378066.500000 Penalty: 978.713257
	Iteration 159F: 3 clusters Score -2378066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -98042.218750 Penalty: 352.809387
	Iteration 0F: 2 clusters Score -98042.22 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 1153 members 
Entering Unmasked Estep 
Score: -96423.476562 Penalty: 705.618774
	Iteration 0F: 3 clusters Score -96423.48 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -97351.687500 Penalty: 705.618774
	Iteration 1F: 3 clusters Score -97351.69 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -97998.453125 Penalty: 705.618774
	Iteration 2F: 3 clusters Score -97998.45 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -98458.406250 Penalty: 705.618774
	Iteration 3F: 3 clusters Score -98458.41 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -98746.796875 Penalty: 705.618774
	Iteration 4F: 3 clusters Score -98746.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -99066.390625 Penalty: 705.618774
	Iteration 5F: 3 clusters Score -99066.39 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -99364.117188 Penalty: 705.618774
	Iteration 6F: 3 clusters Score -99364.12 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -99539.031250 Penalty: 705.618774
	Iteration 7F: 3 clusters Score -99539.03 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -99595.546875 Penalty: 705.618774
	Iteration 8Q: 3 clusters Score -99595.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -99625.250000 Penalty: 705.618774
	Iteration 9Q: 3 clusters Score -99625.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -99648.500000 Penalty: 705.618774
	Iteration 10Q: 3 clusters Score -99648.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -99665.617188 Penalty: 705.618774
	Iteration 11Q: 3 clusters Score -99665.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -99672.945312 Penalty: 705.618774
	Iteration 12Q: 3 clusters Score -99672.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -99675.390625 Penalty: 705.618774
	Iteration 13Q: 3 clusters Score -99675.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -99676.992188 Penalty: 705.618774
	Iteration 14Q: 3 clusters Score -99676.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -99677.125000 Penalty: 705.618774
	Iteration 15Q: 3 clusters Score -99677.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -99677.203125 Penalty: 705.618774
	Iteration 16Q: 3 clusters Score -99677.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -99677.710938 Penalty: 705.618774
	Iteration 17F: 3 clusters Score -99677.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -99678.109375 Penalty: 705.618774
	Iteration 18Q: 3 clusters Score -99678.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -99678.718750 Penalty: 705.618774
	Iteration 19Q: 3 clusters Score -99678.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -99678.718750 Penalty: 705.618774
	Iteration 20F: 3 clusters Score -99678.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279658 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 1922 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 4806 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 46868 members 
Mstep: Class 18 contains 1166 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Mstep: Class 23 contains 166475 members 
Mstep: Class 24 contains 617 members 
Mstep: Class 25 contains 1165 members 
Entering Unmasked Estep 
Score: -27446952.000000 Penalty: 15003.598633
Splitting cluster 18 changes total score from -27444858.000000 to -27446952.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -22903.812500 Penalty: 283.036865
	Iteration 0F: 2 clusters Score -22903.81 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 250 members 
Entering Unmasked Estep 
Score: -22438.802734 Penalty: 566.073730
	Iteration 0F: 3 clusters Score -22438.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22697.398438 Penalty: 566.073730
	Iteration 1F: 3 clusters Score -22697.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -22908.894531 Penalty: 566.073730
	Iteration 2F: 3 clusters Score -22908.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23060.246094 Penalty: 566.073730
	Iteration 3F: 3 clusters Score -23060.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23126.900391 Penalty: 566.073730
	Iteration 4F: 3 clusters Score -23126.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23144.482422 Penalty: 566.073730
	Iteration 5Q: 3 clusters Score -23144.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23150.068359 Penalty: 566.073730
	Iteration 6Q: 3 clusters Score -23150.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23153.677734 Penalty: 566.073730
	Iteration 7Q: 3 clusters Score -23153.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23153.677734 Penalty: 566.073730
	Iteration 8F: 3 clusters Score -23153.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279658 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 1922 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 4806 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 46868 members 
Mstep: Class 18 contains 1166 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 255 members 
Mstep: Class 23 contains 166475 members 
Mstep: Class 24 contains 617 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
Score: -27446886.000000 Penalty: 15603.742188
Splitting cluster 19 changes total score from -27444858.000000 to -27446886.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -86487.773438 Penalty: 338.016205
	Iteration 0F: 2 clusters Score -86487.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -85273.445312 Penalty: 676.032410
	Iteration 0F: 3 clusters Score -85273.45 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -85825.898438 Penalty: 676.032410
	Iteration 1F: 3 clusters Score -85825.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -85990.000000 Penalty: 676.032410
	Iteration 2F: 3 clusters Score -85990 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -86100.835938 Penalty: 676.032410
	Iteration 3F: 3 clusters Score -86100.84 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -86172.359375 Penalty: 676.032410
	Iteration 4F: 3 clusters Score -86172.36 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -86229.015625 Penalty: 676.032410
	Iteration 5Q: 3 clusters Score -86229.02 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -86296.210938 Penalty: 676.032410
	Iteration 6Q: 3 clusters Score -86296.21 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -86358.742188 Penalty: 676.032410
	Iteration 7Q: 3 clusters Score -86358.74 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -86413.632812 Penalty: 676.032410
	Iteration 8Q: 3 clusters Score -86413.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -86442.429688 Penalty: 676.032410
	Iteration 9Q: 3 clusters Score -86442.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -86459.289062 Penalty: 676.032410
	Iteration 10Q: 3 clusters Score -86459.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -86468.984375 Penalty: 676.032410
	Iteration 11Q: 3 clusters Score -86468.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -86473.132812 Penalty: 676.032410
	Iteration 12Q: 3 clusters Score -86473.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -86473.812500 Penalty: 676.032410
	Iteration 13Q: 3 clusters Score -86473.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -86474.046875 Penalty: 676.032410
	Iteration 14Q: 3 clusters Score -86474.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -86474.000000 Penalty: 676.032410
	Iteration 15Q: 3 clusters Score -86474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -86474.000000 Penalty: 676.032410
	Iteration 16F: 3 clusters Score -86474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -32303.925781 Penalty: 307.598877
	Iteration 0F: 2 clusters Score -32303.93 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 412 members 
Entering Unmasked Estep 
Score: -31685.074219 Penalty: 615.197754
	Iteration 0F: 3 clusters Score -31685.07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -32586.515625 Penalty: 615.197754
	Iteration 1F: 3 clusters Score -32586.52 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -33101.816406 Penalty: 615.197754
	Iteration 2F: 3 clusters Score -33101.82 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -33369.925781 Penalty: 615.197754
	Iteration 3F: 3 clusters Score -33369.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -33536.394531 Penalty: 615.197754
	Iteration 4Q: 3 clusters Score -33536.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -33715.066406 Penalty: 615.197754
	Iteration 5Q: 3 clusters Score -33715.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -33803.937500 Penalty: 615.197754
	Iteration 6Q: 3 clusters Score -33803.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -33860.902344 Penalty: 615.197754
	Iteration 7Q: 3 clusters Score -33860.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -33889.605469 Penalty: 615.197754
	Iteration 8Q: 3 clusters Score -33889.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -33903.480469 Penalty: 615.197754
	Iteration 9Q: 3 clusters Score -33903.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -33909.644531 Penalty: 615.197754
	Iteration 10Q: 3 clusters Score -33909.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -33915.125000 Penalty: 615.197754
	Iteration 11Q: 3 clusters Score -33915.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -33921.527344 Penalty: 615.197754
	Iteration 12Q: 3 clusters Score -33921.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -33929.019531 Penalty: 615.197754
	Iteration 13Q: 3 clusters Score -33929.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -33930.476562 Penalty: 615.197754
	Iteration 14Q: 3 clusters Score -33930.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -33931.152344 Penalty: 615.197754
	Iteration 15Q: 3 clusters Score -33931.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -33932.742188 Penalty: 615.197754
	Iteration 16Q: 3 clusters Score -33932.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -33933.535156 Penalty: 615.197754
	Iteration 17Q: 3 clusters Score -33933.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -33933.726562 Penalty: 615.197754
	Iteration 18Q: 3 clusters Score -33933.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -33933.726562 Penalty: 615.197754
	Iteration 19F: 3 clusters Score -33933.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279658 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 1922 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 4806 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 46868 members 
Mstep: Class 18 contains 1166 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 302 members 
Mstep: Class 22 contains 255 members 
Mstep: Class 23 contains 166475 members 
Mstep: Class 24 contains 617 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 329 members 
Mstep: Class 27 contains 561 members 
Entering Unmasked Estep 
Score: -27448234.000000 Penalty: 16203.886719
Splitting cluster 21 changes total score from -27444858.000000 to -27448234.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -10250.110352 Penalty: 252.127487
	Iteration 0F: 2 clusters Score -10250.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9950.748047 Penalty: 504.254974
	Iteration 0F: 3 clusters Score -9950.748 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10109.958984 Penalty: 504.254974
	Iteration 1F: 3 clusters Score -10109.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10241.814453 Penalty: 504.254974
	Iteration 2F: 3 clusters Score -10241.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10318.345703 Penalty: 504.254974
	Iteration 3F: 3 clusters Score -10318.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10361.766602 Penalty: 504.254974
	Iteration 4Q: 3 clusters Score -10361.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -10387.627930 Penalty: 504.254974
	Iteration 5Q: 3 clusters Score -10387.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10389.139648 Penalty: 504.254974
	Iteration 6Q: 3 clusters Score -10389.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10389.139648 Penalty: 504.254974
	Iteration 7F: 3 clusters Score -10389.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279658 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 1922 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 4806 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 46868 members 
Mstep: Class 18 contains 1166 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 302 members 
Mstep: Class 22 contains 74 members 
Mstep: Class 23 contains 166475 members 
Mstep: Class 24 contains 617 members 
Mstep: Class 25 contains 1165 members 
Mstep: Class 26 contains 329 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 181 members 
Entering Unmasked Estep 
Score: -27448016.000000 Penalty: 16804.031250
Splitting cluster 22 changes total score from -27444858.000000 to -27448016.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3015 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 279658 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 1922 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 4806 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 46868 members 
Mstep: Class 18 contains 1166 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 302 members 
Mstep: Class 22 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448330.000000 Penalty: 16804.031250
Iteration 79Q: 29 clusters Score -2.744833e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3016 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4198 members 
Mstep: Class 3 contains 280178 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 6288 members 
Mstep: Class 7 contains 2482 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 1981 members 
Mstep: Class 11 contains 3111 members 
Mstep: Class 12 contains 4858 members 
Mstep: Class 13 contains 882 members 
Mstep: Class 14 contains 1468 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 46891 members 
Mstep: Class 18 contains 1164 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 1676 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 74 members 
Mstep: Class 23 contains 165836 members 
Mstep: Class 24 contains 597 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 318 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448676.000000 Penalty: 16804.031250
Iteration 80F: 29 clusters Score -2.744868e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4152 members 
Mstep: Class 3 contains 280106 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 6276 members 
Mstep: Class 7 contains 2460 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 1989 members 
Mstep: Class 11 contains 3079 members 
Mstep: Class 12 contains 4921 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 46929 members 
Mstep: Class 18 contains 1108 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 305 members 
Mstep: Class 22 contains 78 members 
Mstep: Class 23 contains 165811 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 371 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448946.000000 Penalty: 16804.031250
Iteration 81Q: 29 clusters Score -2.744895e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 279998 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 967 members 
Mstep: Class 6 contains 6265 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 4871 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 3045 members 
Mstep: Class 12 contains 4985 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 1516 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 515 members 
Mstep: Class 17 contains 46981 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 80 members 
Mstep: Class 23 contains 165804 members 
Mstep: Class 24 contains 647 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 612 members 
Mstep: Class 28 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449022.000000 Penalty: 16804.031250
Iteration 82Q: 29 clusters Score -2.744902e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 279863 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 967 members 
Mstep: Class 6 contains 6256 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 4878 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 2017 members 
Mstep: Class 11 contains 3026 members 
Mstep: Class 12 contains 5061 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1525 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 522 members 
Mstep: Class 17 contains 47045 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1634 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 81 members 
Mstep: Class 23 contains 165796 members 
Mstep: Class 24 contains 660 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 423 members 
Mstep: Class 27 contains 611 members 
Mstep: Class 28 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449060.000000 Penalty: 16804.031250
Iteration 83Q: 29 clusters Score -2.744906e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4101 members 
Mstep: Class 3 contains 279760 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 965 members 
Mstep: Class 6 contains 6249 members 
Mstep: Class 7 contains 2446 members 
Mstep: Class 8 contains 4878 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 2024 members 
Mstep: Class 11 contains 3001 members 
Mstep: Class 12 contains 5147 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 1543 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 526 members 
Mstep: Class 17 contains 47100 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 170 members 
Mstep: Class 20 contains 1636 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 84 members 
Mstep: Class 23 contains 165751 members 
Mstep: Class 24 contains 658 members 
Mstep: Class 25 contains 1103 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 612 members 
Mstep: Class 28 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449220.000000 Penalty: 16804.031250
Iteration 84Q: 29 clusters Score -2.744922e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4099 members 
Mstep: Class 3 contains 279665 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 967 members 
Mstep: Class 6 contains 6245 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 4876 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 883 members 
Mstep: Class 14 contains 1562 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 528 members 
Mstep: Class 17 contains 47156 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 170 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 91 members 
Mstep: Class 23 contains 165700 members 
Mstep: Class 24 contains 647 members 
Mstep: Class 25 contains 1106 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 614 members 
Mstep: Class 28 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449308.000000 Penalty: 16804.031250
Iteration 85Q: 29 clusters Score -2.744931e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4095 members 
Mstep: Class 3 contains 279601 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 971 members 
Mstep: Class 6 contains 6243 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 4873 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 2047 members 
Mstep: Class 11 contains 2938 members 
Mstep: Class 12 contains 5292 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1583 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 532 members 
Mstep: Class 17 contains 47199 members 
Mstep: Class 18 contains 1055 members 
Mstep: Class 19 contains 170 members 
Mstep: Class 20 contains 1650 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 94 members 
Mstep: Class 23 contains 165634 members 
Mstep: Class 24 contains 638 members 
Mstep: Class 25 contains 1107 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 615 members 
Mstep: Class 28 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449396.000000 Penalty: 16804.031250
Iteration 86Q: 29 clusters Score -2.74494e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 3 contains 279546 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 6238 members 
Mstep: Class 7 contains 2459 members 
Mstep: Class 8 contains 4870 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 2060 members 
Mstep: Class 11 contains 2920 members 
Mstep: Class 12 contains 5358 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1603 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 536 members 
Mstep: Class 17 contains 47240 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 171 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 97 members 
Mstep: Class 23 contains 165562 members 
Mstep: Class 24 contains 628 members 
Mstep: Class 25 contains 1110 members 
Mstep: Class 26 contains 461 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449488.000000 Penalty: 16804.031250
Iteration 87Q: 29 clusters Score -2.744949e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 3 contains 279532 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 6 contains 6233 members 
Mstep: Class 7 contains 2462 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 2071 members 
Mstep: Class 11 contains 2900 members 
Mstep: Class 12 contains 5417 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1616 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 47274 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 99 members 
Mstep: Class 23 contains 165472 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 1110 members 
Mstep: Class 26 contains 465 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449518.000000 Penalty: 16804.031250
Iteration 88Q: 29 clusters Score -2.744952e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 3 contains 279525 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 974 members 
Mstep: Class 6 contains 6230 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 4876 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 2075 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 5478 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1629 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 47309 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1676 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 165384 members 
Mstep: Class 24 contains 604 members 
Mstep: Class 25 contains 1110 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 618 members 
Mstep: Class 28 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449516.000000 Penalty: 16804.031250
Iteration 89Q: 29 clusters Score -2.744952e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 3 contains 279503 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 6228 members 
Mstep: Class 7 contains 2466 members 
Mstep: Class 8 contains 4873 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 2084 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 5545 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1632 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 47346 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 103 members 
Mstep: Class 23 contains 165310 members 
Mstep: Class 24 contains 599 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449590.000000 Penalty: 16804.031250
Iteration 90Q: 29 clusters Score -2.744959e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 3 contains 279515 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 977 members 
Mstep: Class 6 contains 6222 members 
Mstep: Class 7 contains 2465 members 
Mstep: Class 8 contains 4878 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2089 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 12 contains 5602 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1642 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 47374 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 106 members 
Mstep: Class 23 contains 165215 members 
Mstep: Class 24 contains 592 members 
Mstep: Class 25 contains 1110 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 621 members 
Mstep: Class 28 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449650.000000 Penalty: 16804.031250
Iteration 91Q: 29 clusters Score -2.744965e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 3 contains 279510 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 6218 members 
Mstep: Class 7 contains 2468 members 
Mstep: Class 8 contains 4884 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2093 members 
Mstep: Class 11 contains 2814 members 
Mstep: Class 12 contains 5676 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 47404 members 
Mstep: Class 18 contains 1037 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 107 members 
Mstep: Class 23 contains 165112 members 
Mstep: Class 24 contains 589 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449650.000000 Penalty: 16804.031250
Iteration 92Q: 29 clusters Score -2.744965e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 3 contains 279539 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 6212 members 
Mstep: Class 7 contains 2468 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 5733 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 47444 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 108 members 
Mstep: Class 23 contains 165000 members 
Mstep: Class 24 contains 587 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 628 members 
Mstep: Class 28 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449678.000000 Penalty: 16804.031250
Iteration 93Q: 29 clusters Score -2.744968e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 3 contains 279548 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 6205 members 
Mstep: Class 7 contains 2466 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 2760 members 
Mstep: Class 12 contains 5800 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 47495 members 
Mstep: Class 18 contains 1028 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 108 members 
Mstep: Class 23 contains 164891 members 
Mstep: Class 24 contains 588 members 
Mstep: Class 25 contains 1110 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 632 members 
Mstep: Class 28 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449692.000000 Penalty: 16804.031250
Iteration 94Q: 29 clusters Score -2.744969e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 279584 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 971 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 2472 members 
Mstep: Class 8 contains 4903 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2096 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 5866 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 47550 members 
Mstep: Class 18 contains 1026 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 108 members 
Mstep: Class 23 contains 164739 members 
Mstep: Class 24 contains 588 members 
Mstep: Class 25 contains 1110 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449700.000000 Penalty: 16804.031250
Iteration 95Q: 29 clusters Score -2.74497e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 279623 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 967 members 
Mstep: Class 6 contains 6189 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 4915 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 2689 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 47596 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 108 members 
Mstep: Class 23 contains 164601 members 
Mstep: Class 24 contains 588 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449808.000000 Penalty: 16804.031250
Iteration 96Q: 29 clusters Score -2.744981e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 279685 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 969 members 
Mstep: Class 6 contains 6180 members 
Mstep: Class 7 contains 2482 members 
Mstep: Class 8 contains 4918 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2099 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 5974 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1716 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 47642 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1681 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 108 members 
Mstep: Class 23 contains 164461 members 
Mstep: Class 24 contains 588 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449772.000000 Penalty: 16804.031250
Iteration 97Q: 29 clusters Score -2.744977e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4091 members 
Mstep: Class 3 contains 279740 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 6168 members 
Mstep: Class 7 contains 2482 members 
Mstep: Class 8 contains 4927 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2102 members 
Mstep: Class 11 contains 2628 members 
Mstep: Class 12 contains 6030 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 1720 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 47691 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 108 members 
Mstep: Class 23 contains 164324 members 
Mstep: Class 24 contains 588 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449860.000000 Penalty: 16804.031250
Iteration 98Q: 29 clusters Score -2.744986e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4091 members 
Mstep: Class 3 contains 279784 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 6152 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 4930 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 12 contains 6084 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 47746 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 108 members 
Mstep: Class 23 contains 164193 members 
Mstep: Class 24 contains 588 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 513 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449920.000000 Penalty: 16804.031250
Iteration 99Q: 29 clusters Score -2.744992e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 3012 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4091 members 
Mstep: Class 3 contains 279848 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 978 members 
Mstep: Class 6 contains 6138 members 
Mstep: Class 7 contains 2482 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 6142 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 47788 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 108 members 
Mstep: Class 23 contains 164052 members 
Mstep: Class 24 contains 588 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449968.000000 Penalty: 16804.031250
Iteration 100F: 29 clusters Score -2.744997e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 3011 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4091 members 
Mstep: Class 3 contains 279881 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 978 members 
Mstep: Class 6 contains 6119 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2109 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 12 contains 6209 members 
Mstep: Class 13 contains 883 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 47835 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 109 members 
Mstep: Class 23 contains 163931 members 
Mstep: Class 24 contains 589 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 517 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449978.000000 Penalty: 16804.031250
Iteration 101Q: 29 clusters Score -2.744998e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 3011 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 279905 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 982 members 
Mstep: Class 6 contains 6103 members 
Mstep: Class 7 contains 2482 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2110 members 
Mstep: Class 11 contains 2545 members 
Mstep: Class 12 contains 6283 members 
Mstep: Class 13 contains 886 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 47878 members 
Mstep: Class 18 contains 1022 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 113 members 
Mstep: Class 23 contains 163814 members 
Mstep: Class 24 contains 587 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450020.000000 Penalty: 16804.031250
Iteration 102Q: 29 clusters Score -2.745002e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 3011 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 279917 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 6086 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 2528 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 47925 members 
Mstep: Class 18 contains 1021 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1674 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 163716 members 
Mstep: Class 24 contains 583 members 
Mstep: Class 25 contains 1113 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450084.000000 Penalty: 16804.031250
Iteration 103Q: 29 clusters Score -2.745008e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 3010 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 3 contains 279931 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 990 members 
Mstep: Class 6 contains 6071 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 4937 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2119 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 47964 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1676 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 163616 members 
Mstep: Class 24 contains 583 members 
Mstep: Class 25 contains 1113 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450156.000000 Penalty: 16804.031250
Iteration 104Q: 29 clusters Score -2.745016e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 3010 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 3 contains 279952 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 995 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 4936 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 6477 members 
Mstep: Class 13 contains 886 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 47994 members 
Mstep: Class 18 contains 1019 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1676 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 163511 members 
Mstep: Class 24 contains 580 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450128.000000 Penalty: 16804.031250
Iteration 105Q: 29 clusters Score -2.745013e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 3 contains 279989 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 998 members 
Mstep: Class 6 contains 6051 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 4933 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 2498 members 
Mstep: Class 12 contains 6539 members 
Mstep: Class 13 contains 889 members 
Mstep: Class 14 contains 1735 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 48017 members 
Mstep: Class 18 contains 1019 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 163403 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450162.000000 Penalty: 16804.031250
Iteration 106Q: 29 clusters Score -2.745016e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 3 contains 280035 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 994 members 
Mstep: Class 6 contains 6041 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 4933 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 2496 members 
Mstep: Class 12 contains 6594 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 48030 members 
Mstep: Class 18 contains 1019 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 126 members 
Mstep: Class 23 contains 163297 members 
Mstep: Class 24 contains 569 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450156.000000 Penalty: 16804.031250
Iteration 107Q: 29 clusters Score -2.745016e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 280094 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 991 members 
Mstep: Class 6 contains 6033 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 4933 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 2126 members 
Mstep: Class 11 contains 2498 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 48034 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 1683 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 126 members 
Mstep: Class 23 contains 163188 members 
Mstep: Class 24 contains 563 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 517 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450174.000000 Penalty: 16804.031250
Iteration 108Q: 29 clusters Score -2.745017e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 280141 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 991 members 
Mstep: Class 6 contains 6027 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2128 members 
Mstep: Class 11 contains 2496 members 
Mstep: Class 12 contains 6679 members 
Mstep: Class 13 contains 895 members 
Mstep: Class 14 contains 1741 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 48033 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 163110 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450208.000000 Penalty: 16804.031250
Iteration 109Q: 29 clusters Score -2.745021e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 280197 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 6022 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2494 members 
Mstep: Class 12 contains 6711 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 1743 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 48036 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 163022 members 
Mstep: Class 24 contains 559 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450176.000000 Penalty: 16804.031250
Iteration 110Q: 29 clusters Score -2.745018e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4091 members 
Mstep: Class 3 contains 280258 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 6015 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 4930 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 6735 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48044 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162941 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 521 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450158.000000 Penalty: 16804.031250
Iteration 111Q: 29 clusters Score -2.745016e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 280332 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 991 members 
Mstep: Class 6 contains 6009 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 4923 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2132 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 6747 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1743 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48055 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162861 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450178.000000 Penalty: 16804.031250
Iteration 112Q: 29 clusters Score -2.745018e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 280400 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 6003 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 4914 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2132 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 12 contains 6773 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48047 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162792 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450156.000000 Penalty: 16804.031250
Iteration 113Q: 29 clusters Score -2.745016e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 280447 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 990 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 2482 members 
Mstep: Class 8 contains 4907 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2132 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 6791 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1735 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48047 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162744 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450158.000000 Penalty: 16804.031250
Iteration 114Q: 29 clusters Score -2.745016e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 280485 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 5991 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2132 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 6811 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 1734 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48048 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162704 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450148.000000 Penalty: 16804.031250
Iteration 115Q: 29 clusters Score -2.745015e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 280534 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 994 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2131 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 6826 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1735 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48046 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162653 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450154.000000 Penalty: 16804.031250
Iteration 116Q: 29 clusters Score -2.745015e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 280554 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 996 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 4873 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2131 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 6848 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 1741 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48046 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162617 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450208.000000 Penalty: 16804.031250
Iteration 117Q: 29 clusters Score -2.745021e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 280577 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 4870 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2131 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 6862 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48046 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162577 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450162.000000 Penalty: 16804.031250
Iteration 118Q: 29 clusters Score -2.745016e+07 nChanged 95
Entering ConstructFrom: 
Score: -27450162.000000 Penalty: 16804.031250
Entering ConstructFrom: 
Trying to split cluster 1 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -12862.005859 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -12862.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12528.020508 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -12528.02 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12593.259766 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -12593.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12607.475586 Penalty: 507.755432
	Iteration 2F: 3 clusters Score -12607.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12610.842773 Penalty: 507.755432
	Iteration 3Q: 3 clusters Score -12610.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12611.107422 Penalty: 507.755432
	Iteration 4Q: 3 clusters Score -12611.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12611.107422 Penalty: 507.755432
	Iteration 5F: 3 clusters Score -12611.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Entering Unmasked Estep 
Score: -206758.265625 Penalty: 378.391663
	Iteration 0F: 2 clusters Score -206758.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -203984.828125 Penalty: 756.783325
	Iteration 0F: 3 clusters Score -203984.8 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -204954.515625 Penalty: 756.783325
	Iteration 1F: 3 clusters Score -204954.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -205055.156250 Penalty: 756.783325
	Iteration 2F: 3 clusters Score -205055.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -205172.609375 Penalty: 756.783325
	Iteration 3F: 3 clusters Score -205172.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -205294.812500 Penalty: 756.783325
	Iteration 4F: 3 clusters Score -205294.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -205441.312500 Penalty: 756.783325
	Iteration 5F: 3 clusters Score -205441.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -205618.687500 Penalty: 756.783325
	Iteration 6F: 3 clusters Score -205618.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -205836.390625 Penalty: 756.783325
	Iteration 7F: 3 clusters Score -205836.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -206052.312500 Penalty: 756.783325
	Iteration 8F: 3 clusters Score -206052.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -206247.640625 Penalty: 756.783325
	Iteration 9Q: 3 clusters Score -206247.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -206355.296875 Penalty: 756.783325
	Iteration 10Q: 3 clusters Score -206355.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -206427.750000 Penalty: 756.783325
	Iteration 11Q: 3 clusters Score -206427.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -206483.234375 Penalty: 756.783325
	Iteration 12Q: 3 clusters Score -206483.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -206508.671875 Penalty: 756.783325
	Iteration 13Q: 3 clusters Score -206508.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -206533.812500 Penalty: 756.783325
	Iteration 14Q: 3 clusters Score -206533.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -206559.359375 Penalty: 756.783325
	Iteration 15Q: 3 clusters Score -206559.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -206574.734375 Penalty: 756.783325
	Iteration 16Q: 3 clusters Score -206574.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -206596.312500 Penalty: 756.783325
	Iteration 17Q: 3 clusters Score -206596.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -206620.359375 Penalty: 756.783325
	Iteration 18Q: 3 clusters Score -206620.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -206629.140625 Penalty: 756.783325
	Iteration 19Q: 3 clusters Score -206629.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -206637.000000 Penalty: 756.783325
	Iteration 20F: 3 clusters Score -206637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -206639.187500 Penalty: 756.783325
	Iteration 21Q: 3 clusters Score -206639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -206642.375000 Penalty: 756.783325
	Iteration 22Q: 3 clusters Score -206642.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -206644.515625 Penalty: 756.783325
	Iteration 23Q: 3 clusters Score -206644.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -206648.328125 Penalty: 756.783325
	Iteration 24Q: 3 clusters Score -206648.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -206654.562500 Penalty: 756.783325
	Iteration 25Q: 3 clusters Score -206654.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -206661.000000 Penalty: 756.783325
	Iteration 26Q: 3 clusters Score -206661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -206662.250000 Penalty: 756.783325
	Iteration 27Q: 3 clusters Score -206662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -206663.187500 Penalty: 756.783325
	Iteration 28Q: 3 clusters Score -206663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -206665.234375 Penalty: 756.783325
	Iteration 29Q: 3 clusters Score -206665.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -206668.250000 Penalty: 756.783325
	Iteration 30Q: 3 clusters Score -206668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -206669.812500 Penalty: 756.783325
	Iteration 31Q: 3 clusters Score -206669.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -206669.562500 Penalty: 756.783325
	Iteration 32Q: 3 clusters Score -206669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -206669.734375 Penalty: 756.783325
	Iteration 33Q: 3 clusters Score -206669.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -206669.734375 Penalty: 756.783325
	Iteration 34F: 3 clusters Score -206669.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (280587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280587 members 
Entering Unmasked Estep 
Score: -14878263.000000 Penalty: 570.781128
	Iteration 0F: 2 clusters Score -1.487826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139782 members 
Mstep: Class 2 contains 140805 members 
Entering Unmasked Estep 
Score: -14692885.000000 Penalty: 1141.562256
	Iteration 0F: 3 clusters Score -1.469288e+07 nChanged 138248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123706 members 
Mstep: Class 2 contains 156881 members 
Entering Unmasked Estep 
Score: -14782303.000000 Penalty: 1141.562256
	Iteration 1F: 3 clusters Score -1.47823e+07 nChanged 14637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112923 members 
Mstep: Class 2 contains 167664 members 
Entering Unmasked Estep 
Score: -14789345.000000 Penalty: 1141.562256
	Iteration 2F: 3 clusters Score -1.478934e+07 nChanged 18265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97784 members 
Mstep: Class 2 contains 182803 members 
Entering Unmasked Estep 
Score: -14800779.000000 Penalty: 1141.562256
	Iteration 3F: 3 clusters Score -1.480078e+07 nChanged 20978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 200503 members 
Entering Unmasked Estep 
Score: -14816285.000000 Penalty: 1141.562256
	Iteration 4F: 3 clusters Score -1.481628e+07 nChanged 19376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64936 members 
Mstep: Class 2 contains 215651 members 
Entering Unmasked Estep 
Score: -14831235.000000 Penalty: 1141.562256
	Iteration 5F: 3 clusters Score -1.483124e+07 nChanged 15449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 225728 members 
Entering Unmasked Estep 
Score: -14842923.000000 Penalty: 1141.562256
	Iteration 6F: 3 clusters Score -1.484292e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 231492 members 
Entering Unmasked Estep 
Score: -14850439.000000 Penalty: 1141.562256
	Iteration 7Q: 3 clusters Score -1.485044e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 234937 members 
Entering Unmasked Estep 
Score: -14854318.000000 Penalty: 1141.562256
	Iteration 8Q: 3 clusters Score -1.485432e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 237712 members 
Entering Unmasked Estep 
Score: -14856568.000000 Penalty: 1141.562256
	Iteration 9Q: 3 clusters Score -1.485657e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 240413 members 
Entering Unmasked Estep 
Score: -14858109.000000 Penalty: 1141.562256
	Iteration 10Q: 3 clusters Score -1.485811e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 243064 members 
Entering Unmasked Estep 
Score: -14859908.000000 Penalty: 1141.562256
	Iteration 11Q: 3 clusters Score -1.485991e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 245612 members 
Entering Unmasked Estep 
Score: -14861304.000000 Penalty: 1141.562256
	Iteration 12Q: 3 clusters Score -1.48613e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 248094 members 
Entering Unmasked Estep 
Score: -14862895.000000 Penalty: 1141.562256
	Iteration 13Q: 3 clusters Score -1.48629e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 250407 members 
Entering Unmasked Estep 
Score: -14864225.000000 Penalty: 1141.562256
	Iteration 14Q: 3 clusters Score -1.486422e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 252589 members 
Entering Unmasked Estep 
Score: -14865465.000000 Penalty: 1141.562256
	Iteration 15Q: 3 clusters Score -1.486546e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 254666 members 
Entering Unmasked Estep 
Score: -14866515.000000 Penalty: 1141.562256
	Iteration 16Q: 3 clusters Score -1.486652e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 256611 members 
Entering Unmasked Estep 
Score: -14867505.000000 Penalty: 1141.562256
	Iteration 17Q: 3 clusters Score -1.48675e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 258495 members 
Entering Unmasked Estep 
Score: -14868388.000000 Penalty: 1141.562256
	Iteration 18Q: 3 clusters Score -1.486839e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 260252 members 
Entering Unmasked Estep 
Score: -14869240.000000 Penalty: 1141.562256
	Iteration 19Q: 3 clusters Score -1.486924e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 261867 members 
Entering Unmasked Estep 
Score: -14869969.000000 Penalty: 1141.562256
	Iteration 20F: 3 clusters Score -1.486997e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 263378 members 
Entering Unmasked Estep 
Score: -14870520.000000 Penalty: 1141.562256
	Iteration 21Q: 3 clusters Score -1.487052e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 264839 members 
Entering Unmasked Estep 
Score: -14871123.000000 Penalty: 1141.562256
	Iteration 22Q: 3 clusters Score -1.487112e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 266234 members 
Entering Unmasked Estep 
Score: -14872270.000000 Penalty: 1141.562256
	Iteration 23Q: 3 clusters Score -1.487227e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 267625 members 
Entering Unmasked Estep 
Score: -14873236.000000 Penalty: 1141.562256
	Iteration 24Q: 3 clusters Score -1.487324e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 268916 members 
Entering Unmasked Estep 
Score: -14874092.000000 Penalty: 1141.562256
	Iteration 25Q: 3 clusters Score -1.487409e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 270192 members 
Entering Unmasked Estep 
Score: -14874835.000000 Penalty: 1141.562256
	Iteration 26Q: 3 clusters Score -1.487484e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 271407 members 
Entering Unmasked Estep 
Score: -14875367.000000 Penalty: 1141.562256
	Iteration 27Q: 3 clusters Score -1.487537e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 272622 members 
Entering Unmasked Estep 
Score: -14875929.000000 Penalty: 1141.562256
	Iteration 28Q: 3 clusters Score -1.487593e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 273742 members 
Entering Unmasked Estep 
Score: -14876389.000000 Penalty: 1141.562256
	Iteration 29Q: 3 clusters Score -1.487639e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 274738 members 
Entering Unmasked Estep 
Score: -14876593.000000 Penalty: 1141.562256
	Iteration 30Q: 3 clusters Score -1.487659e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 275654 members 
Entering Unmasked Estep 
Score: -14876910.000000 Penalty: 1141.562256
	Iteration 31Q: 3 clusters Score -1.487691e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 276473 members 
Entering Unmasked Estep 
Score: -14877063.000000 Penalty: 1141.562256
	Iteration 32Q: 3 clusters Score -1.487706e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 277210 members 
Entering Unmasked Estep 
Score: -14877237.000000 Penalty: 1141.562256
	Iteration 33Q: 3 clusters Score -1.487724e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 277890 members 
Entering Unmasked Estep 
Score: -14877357.000000 Penalty: 1141.562256
	Iteration 34Q: 3 clusters Score -1.487736e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 278458 members 
Entering Unmasked Estep 
Score: -14877437.000000 Penalty: 1141.562256
	Iteration 35Q: 3 clusters Score -1.487744e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 278944 members 
Entering Unmasked Estep 
Score: -14877550.000000 Penalty: 1141.562256
	Iteration 36Q: 3 clusters Score -1.487755e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 279334 members 
Entering Unmasked Estep 
Score: -14877614.000000 Penalty: 1141.562256
	Iteration 37Q: 3 clusters Score -1.487761e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 279628 members 
Entering Unmasked Estep 
Score: -14877673.000000 Penalty: 1141.562256
	Iteration 38Q: 3 clusters Score -1.487767e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 279850 members 
Entering Unmasked Estep 
Score: -14877706.000000 Penalty: 1141.562256
	Iteration 39Q: 3 clusters Score -1.487771e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 280010 members 
Entering Unmasked Estep 
Score: -14877732.000000 Penalty: 1141.562256
	Iteration 40F: 3 clusters Score -1.487773e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 280132 members 
Entering Unmasked Estep 
Score: -14877749.000000 Penalty: 1141.562256
	Iteration 41Q: 3 clusters Score -1.487775e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 280219 members 
Entering Unmasked Estep 
Score: -14877755.000000 Penalty: 1141.562256
	Iteration 42Q: 3 clusters Score -1.487776e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 280284 members 
Entering Unmasked Estep 
Score: -14877773.000000 Penalty: 1141.562256
	Iteration 43Q: 3 clusters Score -1.487777e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 280323 members 
Entering Unmasked Estep 
Score: -14877779.000000 Penalty: 1141.562256
	Iteration 44Q: 3 clusters Score -1.487778e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 280357 members 
Entering Unmasked Estep 
Score: -14877780.000000 Penalty: 1141.562256
	Iteration 45Q: 3 clusters Score -1.487778e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 280376 members 
Entering Unmasked Estep 
Score: -14877803.000000 Penalty: 1141.562256
	Iteration 46Q: 3 clusters Score -1.48778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 280388 members 
Entering Unmasked Estep 
Score: -14877801.000000 Penalty: 1141.562256
	Iteration 47Q: 3 clusters Score -1.48778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 280394 members 
Entering Unmasked Estep 
Score: -14877810.000000 Penalty: 1141.562256
	Iteration 48Q: 3 clusters Score -1.487781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 280397 members 
Entering Unmasked Estep 
Score: -14877804.000000 Penalty: 1141.562256
	Iteration 49Q: 3 clusters Score -1.48778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 280398 members 
Entering Unmasked Estep 
Score: -14877805.000000 Penalty: 1141.562256
	Iteration 50Q: 3 clusters Score -1.48778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 280397 members 
Entering Unmasked Estep 
Score: -14877812.000000 Penalty: 1141.562256
	Iteration 51Q: 3 clusters Score -1.487781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 280399 members 
Entering Unmasked Estep 
Score: -14877806.000000 Penalty: 1141.562256
	Iteration 52Q: 3 clusters Score -1.487781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 280400 members 
Entering Unmasked Estep 
Score: -14877806.000000 Penalty: 1141.562256
	Iteration 53Q: 3 clusters Score -1.487781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 280400 members 
Entering Unmasked Estep 
Score: -14877806.000000 Penalty: 1141.562256
	Iteration 54F: 3 clusters Score -1.487781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6345.791992 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6345.792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6105.829590 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6105.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6303.549316 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6303.549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6358.918945 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6358.919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -6392.117188 Penalty: 449.037140
	Iteration 3F: 3 clusters Score -6392.117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -6419.194824 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6419.195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -6422.815918 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6422.816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -6422.815918 Penalty: 449.037140
	Iteration 6F: 3 clusters Score -6422.816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 280587 members 
Mstep: Class 4 contains 120 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 6886 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48049 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162542 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 19 members 
Entering Unmasked Estep 
Score: -27449848.000000 Penalty: 17404.173828
Splitting cluster 4 changes total score from -27450162.000000 to -27449848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -52631.417969 Penalty: 314.755615
	Iteration 0F: 2 clusters Score -52631.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -51807.628906 Penalty: 629.511230
	Iteration 0F: 3 clusters Score -51807.63 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -52021.664062 Penalty: 629.511230
	Iteration 1F: 3 clusters Score -52021.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -52064.417969 Penalty: 629.511230
	Iteration 2F: 3 clusters Score -52064.42 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -52096.632812 Penalty: 629.511230
	Iteration 3F: 3 clusters Score -52096.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -52112.789062 Penalty: 629.511230
	Iteration 4Q: 3 clusters Score -52112.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -52127.207031 Penalty: 629.511230
	Iteration 5Q: 3 clusters Score -52127.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -52137.015625 Penalty: 629.511230
	Iteration 6Q: 3 clusters Score -52137.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -52142.769531 Penalty: 629.511230
	Iteration 7Q: 3 clusters Score -52142.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -52150.585938 Penalty: 629.511230
	Iteration 8Q: 3 clusters Score -52150.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -52155.531250 Penalty: 629.511230
	Iteration 9Q: 3 clusters Score -52155.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -52161.246094 Penalty: 629.511230
	Iteration 10Q: 3 clusters Score -52161.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -52173.378906 Penalty: 629.511230
	Iteration 11Q: 3 clusters Score -52173.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -52191.695312 Penalty: 629.511230
	Iteration 12Q: 3 clusters Score -52191.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -52209.093750 Penalty: 629.511230
	Iteration 13Q: 3 clusters Score -52209.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -52227.054688 Penalty: 629.511230
	Iteration 14Q: 3 clusters Score -52227.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -52240.207031 Penalty: 629.511230
	Iteration 15Q: 3 clusters Score -52240.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -52256.480469 Penalty: 629.511230
	Iteration 16Q: 3 clusters Score -52256.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -52268.769531 Penalty: 629.511230
	Iteration 17Q: 3 clusters Score -52268.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -52289.523438 Penalty: 629.511230
	Iteration 18Q: 3 clusters Score -52289.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -52313.675781 Penalty: 629.511230
	Iteration 19Q: 3 clusters Score -52313.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -52339.500000 Penalty: 629.511230
	Iteration 20F: 3 clusters Score -52339.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -52368.324219 Penalty: 629.511230
	Iteration 21Q: 3 clusters Score -52368.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -52395.828125 Penalty: 629.511230
	Iteration 22Q: 3 clusters Score -52395.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -52412.964844 Penalty: 629.511230
	Iteration 23Q: 3 clusters Score -52412.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -52424.320312 Penalty: 629.511230
	Iteration 24Q: 3 clusters Score -52424.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -52433.953125 Penalty: 629.511230
	Iteration 25Q: 3 clusters Score -52433.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -52445.011719 Penalty: 629.511230
	Iteration 26Q: 3 clusters Score -52445.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -52454.367188 Penalty: 629.511230
	Iteration 27Q: 3 clusters Score -52454.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -52461.136719 Penalty: 629.511230
	Iteration 28Q: 3 clusters Score -52461.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -52465.023438 Penalty: 629.511230
	Iteration 29Q: 3 clusters Score -52465.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -52469.742188 Penalty: 629.511230
	Iteration 30Q: 3 clusters Score -52469.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -52472.609375 Penalty: 629.511230
	Iteration 31Q: 3 clusters Score -52472.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -52477.195312 Penalty: 629.511230
	Iteration 32Q: 3 clusters Score -52477.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -52479.492188 Penalty: 629.511230
	Iteration 33Q: 3 clusters Score -52479.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -52480.136719 Penalty: 629.511230
	Iteration 34Q: 3 clusters Score -52480.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -52480.253906 Penalty: 629.511230
	Iteration 35Q: 3 clusters Score -52480.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -52480.253906 Penalty: 629.511230
	Iteration 36F: 3 clusters Score -52480.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Entering Unmasked Estep 
Score: -289096.187500 Penalty: 395.744415
	Iteration 0F: 2 clusters Score -289096.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -285112.156250 Penalty: 791.488831
	Iteration 0F: 3 clusters Score -285112.2 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -287260.593750 Penalty: 791.488831
	Iteration 1F: 3 clusters Score -287260.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -288021.718750 Penalty: 791.488831
	Iteration 2F: 3 clusters Score -288021.7 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -288594.031250 Penalty: 791.488831
	Iteration 3F: 3 clusters Score -288594 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -288888.250000 Penalty: 791.488831
	Iteration 4F: 3 clusters Score -288888.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -289010.593750 Penalty: 791.488831
	Iteration 5Q: 3 clusters Score -289010.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -289089.000000 Penalty: 791.488831
	Iteration 6Q: 3 clusters Score -289089 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -289136.718750 Penalty: 791.488831
	Iteration 7Q: 3 clusters Score -289136.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -289176.875000 Penalty: 791.488831
	Iteration 8Q: 3 clusters Score -289176.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -289216.281250 Penalty: 791.488831
	Iteration 9Q: 3 clusters Score -289216.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -289252.937500 Penalty: 791.488831
	Iteration 10Q: 3 clusters Score -289252.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -289292.406250 Penalty: 791.488831
	Iteration 11Q: 3 clusters Score -289292.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -289338.062500 Penalty: 791.488831
	Iteration 12Q: 3 clusters Score -289338.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -289366.718750 Penalty: 791.488831
	Iteration 13Q: 3 clusters Score -289366.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -289382.625000 Penalty: 791.488831
	Iteration 14Q: 3 clusters Score -289382.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -289389.750000 Penalty: 791.488831
	Iteration 15Q: 3 clusters Score -289389.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -289393.781250 Penalty: 791.488831
	Iteration 16Q: 3 clusters Score -289393.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -289397.593750 Penalty: 791.488831
	Iteration 17Q: 3 clusters Score -289397.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -289401.687500 Penalty: 791.488831
	Iteration 18Q: 3 clusters Score -289401.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -289404.531250 Penalty: 791.488831
	Iteration 19Q: 3 clusters Score -289404.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -289407.156250 Penalty: 791.488831
	Iteration 20F: 3 clusters Score -289407.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -289410.343750 Penalty: 791.488831
	Iteration 21Q: 3 clusters Score -289410.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -289410.718750 Penalty: 791.488831
	Iteration 22Q: 3 clusters Score -289410.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -289412.281250 Penalty: 791.488831
	Iteration 23Q: 3 clusters Score -289412.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -289412.375000 Penalty: 791.488831
	Iteration 24Q: 3 clusters Score -289412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -289412.562500 Penalty: 791.488831
	Iteration 25Q: 3 clusters Score -289412.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -289413.218750 Penalty: 791.488831
	Iteration 26Q: 3 clusters Score -289413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -289413.500000 Penalty: 791.488831
	Iteration 27Q: 3 clusters Score -289413.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -289413.906250 Penalty: 791.488831
	Iteration 28Q: 3 clusters Score -289413.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -289413.531250 Penalty: 791.488831
	Iteration 29Q: 3 clusters Score -289413.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -289413.812500 Penalty: 791.488831
	Iteration 30Q: 3 clusters Score -289413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -289413.812500 Penalty: 791.488831
	Iteration 31F: 3 clusters Score -289413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 280587 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 6886 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48049 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162542 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 5358 members 
Entering Unmasked Estep 
Score: -27450208.000000 Penalty: 17404.173828
Splitting cluster 6 changes total score from -27450162.000000 to -27450208.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 7 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -133888.093750 Penalty: 355.646973
	Iteration 0F: 2 clusters Score -133888.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -132145.750000 Penalty: 711.293945
	Iteration 0F: 3 clusters Score -132145.8 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -132791.000000 Penalty: 711.293945
	Iteration 1F: 3 clusters Score -132791 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -132953.203125 Penalty: 711.293945
	Iteration 2F: 3 clusters Score -132953.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -133090.359375 Penalty: 711.293945
	Iteration 3F: 3 clusters Score -133090.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -133206.859375 Penalty: 711.293945
	Iteration 4F: 3 clusters Score -133206.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -133290.390625 Penalty: 711.293945
	Iteration 5F: 3 clusters Score -133290.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -133392.906250 Penalty: 711.293945
	Iteration 6Q: 3 clusters Score -133392.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -133541.828125 Penalty: 711.293945
	Iteration 7Q: 3 clusters Score -133541.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -133677.281250 Penalty: 711.293945
	Iteration 8Q: 3 clusters Score -133677.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -133773.375000 Penalty: 711.293945
	Iteration 9Q: 3 clusters Score -133773.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -133852.750000 Penalty: 711.293945
	Iteration 10Q: 3 clusters Score -133852.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -133899.609375 Penalty: 711.293945
	Iteration 11Q: 3 clusters Score -133899.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -133934.703125 Penalty: 711.293945
	Iteration 12Q: 3 clusters Score -133934.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -133959.750000 Penalty: 711.293945
	Iteration 13Q: 3 clusters Score -133959.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -133978.343750 Penalty: 711.293945
	Iteration 14Q: 3 clusters Score -133978.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -133994.125000 Penalty: 711.293945
	Iteration 15Q: 3 clusters Score -133994.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -134009.171875 Penalty: 711.293945
	Iteration 16Q: 3 clusters Score -134009.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -134014.562500 Penalty: 711.293945
	Iteration 17Q: 3 clusters Score -134014.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -134019.484375 Penalty: 711.293945
	Iteration 18Q: 3 clusters Score -134019.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -134023.796875 Penalty: 711.293945
	Iteration 19Q: 3 clusters Score -134023.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -134027.250000 Penalty: 711.293945
	Iteration 20F: 3 clusters Score -134027.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -134028.937500 Penalty: 711.293945
	Iteration 21Q: 3 clusters Score -134028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -134029.859375 Penalty: 711.293945
	Iteration 22Q: 3 clusters Score -134029.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -134030.500000 Penalty: 711.293945
	Iteration 23Q: 3 clusters Score -134030.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -134030.968750 Penalty: 711.293945
	Iteration 24Q: 3 clusters Score -134031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -134031.406250 Penalty: 711.293945
	Iteration 25Q: 3 clusters Score -134031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -134031.875000 Penalty: 711.293945
	Iteration 26Q: 3 clusters Score -134031.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -134031.937500 Penalty: 711.293945
	Iteration 27Q: 3 clusters Score -134031.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -134032.328125 Penalty: 711.293945
	Iteration 28Q: 3 clusters Score -134032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -134032.546875 Penalty: 711.293945
	Iteration 29Q: 3 clusters Score -134032.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -134033.281250 Penalty: 711.293945
	Iteration 30Q: 3 clusters Score -134033.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -134034.078125 Penalty: 711.293945
	Iteration 31Q: 3 clusters Score -134034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -134034.921875 Penalty: 711.293945
	Iteration 32Q: 3 clusters Score -134034.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -134035.125000 Penalty: 711.293945
	Iteration 33Q: 3 clusters Score -134035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -134035.453125 Penalty: 711.293945
	Iteration 34Q: 3 clusters Score -134035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -134035.640625 Penalty: 711.293945
	Iteration 35Q: 3 clusters Score -134035.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -134035.687500 Penalty: 711.293945
	Iteration 36Q: 3 clusters Score -134035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -134035.687500 Penalty: 711.293945
	Iteration 37F: 3 clusters Score -134035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 280587 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 1288 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 6886 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48049 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162542 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 5358 members 
Mstep: Class 30 contains 1193 members 
Entering Unmasked Estep 
Score: -27450102.000000 Penalty: 18004.318359
Splitting cluster 7 changes total score from -27450162.000000 to -27450102.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Entering Unmasked Estep 
Score: -260626.125000 Penalty: 386.305634
	Iteration 0F: 2 clusters Score -260626.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -257332.406250 Penalty: 772.611267
	Iteration 0F: 3 clusters Score -257332.4 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -258576.859375 Penalty: 772.611267
	Iteration 1F: 3 clusters Score -258576.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -258763.250000 Penalty: 772.611267
	Iteration 2F: 3 clusters Score -258763.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -258985.984375 Penalty: 772.611267
	Iteration 3F: 3 clusters Score -258986 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -259262.031250 Penalty: 772.611267
	Iteration 4F: 3 clusters Score -259262 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -259547.546875 Penalty: 772.611267
	Iteration 5F: 3 clusters Score -259547.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -259775.078125 Penalty: 772.611267
	Iteration 6F: 3 clusters Score -259775.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -259915.593750 Penalty: 772.611267
	Iteration 7Q: 3 clusters Score -259915.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -259988.359375 Penalty: 772.611267
	Iteration 8Q: 3 clusters Score -259988.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -260028.578125 Penalty: 772.611267
	Iteration 9Q: 3 clusters Score -260028.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -260066.765625 Penalty: 772.611267
	Iteration 10Q: 3 clusters Score -260066.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -260097.171875 Penalty: 772.611267
	Iteration 11Q: 3 clusters Score -260097.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -260122.187500 Penalty: 772.611267
	Iteration 12Q: 3 clusters Score -260122.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -260143.765625 Penalty: 772.611267
	Iteration 13Q: 3 clusters Score -260143.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -260158.750000 Penalty: 772.611267
	Iteration 14Q: 3 clusters Score -260158.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -260179.703125 Penalty: 772.611267
	Iteration 15Q: 3 clusters Score -260179.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -260199.375000 Penalty: 772.611267
	Iteration 16Q: 3 clusters Score -260199.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -260212.828125 Penalty: 772.611267
	Iteration 17Q: 3 clusters Score -260212.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -260223.171875 Penalty: 772.611267
	Iteration 18Q: 3 clusters Score -260223.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -260231.671875 Penalty: 772.611267
	Iteration 19Q: 3 clusters Score -260231.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -260238.765625 Penalty: 772.611267
	Iteration 20F: 3 clusters Score -260238.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -260244.390625 Penalty: 772.611267
	Iteration 21Q: 3 clusters Score -260244.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -260248.843750 Penalty: 772.611267
	Iteration 22Q: 3 clusters Score -260248.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -260251.250000 Penalty: 772.611267
	Iteration 23Q: 3 clusters Score -260251.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -260253.609375 Penalty: 772.611267
	Iteration 24Q: 3 clusters Score -260253.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -260256.937500 Penalty: 772.611267
	Iteration 25Q: 3 clusters Score -260256.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -260260.125000 Penalty: 772.611267
	Iteration 26Q: 3 clusters Score -260260.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -260262.125000 Penalty: 772.611267
	Iteration 27Q: 3 clusters Score -260262.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -260264.531250 Penalty: 772.611267
	Iteration 28Q: 3 clusters Score -260264.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -260266.484375 Penalty: 772.611267
	Iteration 29Q: 3 clusters Score -260266.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -260267.281250 Penalty: 772.611267
	Iteration 30Q: 3 clusters Score -260267.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -260268.234375 Penalty: 772.611267
	Iteration 31Q: 3 clusters Score -260268.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -260269.531250 Penalty: 772.611267
	Iteration 32Q: 3 clusters Score -260269.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -260270.828125 Penalty: 772.611267
	Iteration 33Q: 3 clusters Score -260270.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -260273.390625 Penalty: 772.611267
	Iteration 34Q: 3 clusters Score -260273.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -260273.906250 Penalty: 772.611267
	Iteration 35Q: 3 clusters Score -260273.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -260275.328125 Penalty: 772.611267
	Iteration 36Q: 3 clusters Score -260275.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -260276.640625 Penalty: 772.611267
	Iteration 37Q: 3 clusters Score -260276.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -260278.156250 Penalty: 772.611267
	Iteration 38Q: 3 clusters Score -260278.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -260280.343750 Penalty: 772.611267
	Iteration 39Q: 3 clusters Score -260280.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -260283.140625 Penalty: 772.611267
	Iteration 40F: 3 clusters Score -260283.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -260284.703125 Penalty: 772.611267
	Iteration 41Q: 3 clusters Score -260284.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -260285.078125 Penalty: 772.611267
	Iteration 42Q: 3 clusters Score -260285.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -260286.031250 Penalty: 772.611267
	Iteration 43Q: 3 clusters Score -260286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -260287.687500 Penalty: 772.611267
	Iteration 44Q: 3 clusters Score -260287.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -260291.421875 Penalty: 772.611267
	Iteration 45Q: 3 clusters Score -260291.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -260294.968750 Penalty: 772.611267
	Iteration 46Q: 3 clusters Score -260295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -260298.125000 Penalty: 772.611267
	Iteration 47Q: 3 clusters Score -260298.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -260302.890625 Penalty: 772.611267
	Iteration 48Q: 3 clusters Score -260302.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -260304.453125 Penalty: 772.611267
	Iteration 49Q: 3 clusters Score -260304.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -260306.671875 Penalty: 772.611267
	Iteration 50Q: 3 clusters Score -260306.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -260309.953125 Penalty: 772.611267
	Iteration 51Q: 3 clusters Score -260310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -260313.109375 Penalty: 772.611267
	Iteration 52Q: 3 clusters Score -260313.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -260314.593750 Penalty: 772.611267
	Iteration 53Q: 3 clusters Score -260314.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -260317.093750 Penalty: 772.611267
	Iteration 54Q: 3 clusters Score -260317.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -260318.500000 Penalty: 772.611267
	Iteration 55Q: 3 clusters Score -260318.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -260319.218750 Penalty: 772.611267
	Iteration 56Q: 3 clusters Score -260319.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -260320.187500 Penalty: 772.611267
	Iteration 57Q: 3 clusters Score -260320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -260320.093750 Penalty: 772.611267
	Iteration 58Q: 3 clusters Score -260320.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -260320.734375 Penalty: 772.611267
	Iteration 59Q: 3 clusters Score -260320.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -260321.187500 Penalty: 772.611267
	Iteration 60F: 3 clusters Score -260321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -260321.437500 Penalty: 772.611267
	Iteration 61Q: 3 clusters Score -260321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -260321.578125 Penalty: 772.611267
	Iteration 62Q: 3 clusters Score -260321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -260321.484375 Penalty: 772.611267
	Iteration 63Q: 3 clusters Score -260321.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -260321.750000 Penalty: 772.611267
	Iteration 64Q: 3 clusters Score -260321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -260321.468750 Penalty: 772.611267
	Iteration 65Q: 3 clusters Score -260321.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -260321.468750 Penalty: 772.611267
	Iteration 66F: 3 clusters Score -260321.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -18634.923828 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -18634.92 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 213 members 
Entering Unmasked Estep 
Score: -18237.417969 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -18237.42 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18408.027344 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -18408.03 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18467.707031 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -18467.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18495.750000 Penalty: 546.802002
	Iteration 3F: 3 clusters Score -18495.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18518.660156 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -18518.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18533.908203 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -18533.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18544.083984 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -18544.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18553.406250 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -18553.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18565.261719 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -18565.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18582.052734 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -18582.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18611.568359 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -18611.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18658.476562 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -18658.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18751.789062 Penalty: 546.802002
	Iteration 12Q: 3 clusters Score -18751.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18859.380859 Penalty: 546.802002
	Iteration 13Q: 3 clusters Score -18859.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18892.390625 Penalty: 546.802002
	Iteration 14Q: 3 clusters Score -18892.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18909.830078 Penalty: 546.802002
	Iteration 15Q: 3 clusters Score -18909.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18911.826172 Penalty: 546.802002
	Iteration 16Q: 3 clusters Score -18911.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18911.826172 Penalty: 546.802002
	Iteration 17F: 3 clusters Score -18911.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 280587 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 6886 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48049 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162542 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 5358 members 
Mstep: Class 30 contains 154 members 
Entering Unmasked Estep 
Score: -27450172.000000 Penalty: 18004.318359
Splitting cluster 9 changes total score from -27450162.000000 to -27450172.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 10 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -116871.828125 Penalty: 348.706421
	Iteration 0F: 2 clusters Score -116871.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -115353.664062 Penalty: 697.412842
	Iteration 0F: 3 clusters Score -115353.7 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -115862.695312 Penalty: 697.412842
	Iteration 1F: 3 clusters Score -115862.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -115957.296875 Penalty: 697.412842
	Iteration 2F: 3 clusters Score -115957.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -116028.203125 Penalty: 697.412842
	Iteration 3F: 3 clusters Score -116028.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -116071.242188 Penalty: 697.412842
	Iteration 4Q: 3 clusters Score -116071.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -116106.812500 Penalty: 697.412842
	Iteration 5Q: 3 clusters Score -116106.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -116149.765625 Penalty: 697.412842
	Iteration 6Q: 3 clusters Score -116149.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -116212.046875 Penalty: 697.412842
	Iteration 7Q: 3 clusters Score -116212 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -116275.929688 Penalty: 697.412842
	Iteration 8Q: 3 clusters Score -116275.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -116325.640625 Penalty: 697.412842
	Iteration 9Q: 3 clusters Score -116325.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -116369.031250 Penalty: 697.412842
	Iteration 10Q: 3 clusters Score -116369 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -116410.054688 Penalty: 697.412842
	Iteration 11Q: 3 clusters Score -116410.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -116440.820312 Penalty: 697.412842
	Iteration 12Q: 3 clusters Score -116440.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -116477.062500 Penalty: 697.412842
	Iteration 13Q: 3 clusters Score -116477.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -116516.437500 Penalty: 697.412842
	Iteration 14Q: 3 clusters Score -116516.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -116540.554688 Penalty: 697.412842
	Iteration 15Q: 3 clusters Score -116540.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -116569.593750 Penalty: 697.412842
	Iteration 16Q: 3 clusters Score -116569.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -116609.187500 Penalty: 697.412842
	Iteration 17Q: 3 clusters Score -116609.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -116645.343750 Penalty: 697.412842
	Iteration 18Q: 3 clusters Score -116645.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -116666.171875 Penalty: 697.412842
	Iteration 19Q: 3 clusters Score -116666.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -116676.132812 Penalty: 697.412842
	Iteration 20F: 3 clusters Score -116676.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -116682.351562 Penalty: 697.412842
	Iteration 21Q: 3 clusters Score -116682.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -116690.921875 Penalty: 697.412842
	Iteration 22Q: 3 clusters Score -116690.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -116693.140625 Penalty: 697.412842
	Iteration 23Q: 3 clusters Score -116693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -116693.531250 Penalty: 697.412842
	Iteration 24Q: 3 clusters Score -116693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -116693.687500 Penalty: 697.412842
	Iteration 25Q: 3 clusters Score -116693.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -116693.687500 Penalty: 697.412842
	Iteration 26F: 3 clusters Score -116693.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -130265.257812 Penalty: 355.646973
	Iteration 0F: 2 clusters Score -130265.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -128523.359375 Penalty: 711.293945
	Iteration 0F: 3 clusters Score -128523.4 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -129169.085938 Penalty: 711.293945
	Iteration 1F: 3 clusters Score -129169.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -129297.554688 Penalty: 711.293945
	Iteration 2F: 3 clusters Score -129297.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -129429.890625 Penalty: 711.293945
	Iteration 3F: 3 clusters Score -129429.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -129568.390625 Penalty: 711.293945
	Iteration 4F: 3 clusters Score -129568.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -129672.742188 Penalty: 711.293945
	Iteration 5F: 3 clusters Score -129672.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -129739.343750 Penalty: 711.293945
	Iteration 6Q: 3 clusters Score -129739.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -129777.023438 Penalty: 711.293945
	Iteration 7Q: 3 clusters Score -129777 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -129803.804688 Penalty: 711.293945
	Iteration 8Q: 3 clusters Score -129803.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -129835.984375 Penalty: 711.293945
	Iteration 9Q: 3 clusters Score -129836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -129867.242188 Penalty: 711.293945
	Iteration 10Q: 3 clusters Score -129867.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -129902.320312 Penalty: 711.293945
	Iteration 11Q: 3 clusters Score -129902.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -129929.000000 Penalty: 711.293945
	Iteration 12Q: 3 clusters Score -129929 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -129950.585938 Penalty: 711.293945
	Iteration 13Q: 3 clusters Score -129950.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -129966.328125 Penalty: 711.293945
	Iteration 14Q: 3 clusters Score -129966.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -129989.976562 Penalty: 711.293945
	Iteration 15Q: 3 clusters Score -129990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -130010.523438 Penalty: 711.293945
	Iteration 16Q: 3 clusters Score -130010.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -130028.781250 Penalty: 711.293945
	Iteration 17Q: 3 clusters Score -130028.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -130044.929688 Penalty: 711.293945
	Iteration 18Q: 3 clusters Score -130044.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -130054.710938 Penalty: 711.293945
	Iteration 19Q: 3 clusters Score -130054.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -130064.617188 Penalty: 711.293945
	Iteration 20F: 3 clusters Score -130064.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -130071.250000 Penalty: 711.293945
	Iteration 21Q: 3 clusters Score -130071.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -130078.085938 Penalty: 711.293945
	Iteration 22Q: 3 clusters Score -130078.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -130088.179688 Penalty: 711.293945
	Iteration 23Q: 3 clusters Score -130088.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -130099.062500 Penalty: 711.293945
	Iteration 24Q: 3 clusters Score -130099.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -130104.382812 Penalty: 711.293945
	Iteration 25Q: 3 clusters Score -130104.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -130107.710938 Penalty: 711.293945
	Iteration 26Q: 3 clusters Score -130107.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -130110.906250 Penalty: 711.293945
	Iteration 27Q: 3 clusters Score -130110.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -130115.570312 Penalty: 711.293945
	Iteration 28Q: 3 clusters Score -130115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -130117.750000 Penalty: 711.293945
	Iteration 29Q: 3 clusters Score -130117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -130119.054688 Penalty: 711.293945
	Iteration 30Q: 3 clusters Score -130119.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -130119.773438 Penalty: 711.293945
	Iteration 31Q: 3 clusters Score -130119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -130120.218750 Penalty: 711.293945
	Iteration 32Q: 3 clusters Score -130120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -130121.015625 Penalty: 711.293945
	Iteration 33Q: 3 clusters Score -130121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -130122.445312 Penalty: 711.293945
	Iteration 34Q: 3 clusters Score -130122.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -130123.453125 Penalty: 711.293945
	Iteration 35Q: 3 clusters Score -130123.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -130123.937500 Penalty: 711.293945
	Iteration 36Q: 3 clusters Score -130123.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -130123.812500 Penalty: 711.293945
	Iteration 37Q: 3 clusters Score -130123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -130124.335938 Penalty: 711.293945
	Iteration 38Q: 3 clusters Score -130124.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -130124.335938 Penalty: 711.293945
	Iteration 39F: 3 clusters Score -130124.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Entering Unmasked Estep 
Score: -401690.406250 Penalty: 402.094696
	Iteration 0F: 2 clusters Score -401690.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -397073.718750 Penalty: 804.189392
	Iteration 0F: 3 clusters Score -397073.7 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -398807.625000 Penalty: 804.189392
	Iteration 1F: 3 clusters Score -398807.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -398926.593750 Penalty: 804.189392
	Iteration 2Q: 3 clusters Score -398926.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -399049.031250 Penalty: 804.189392
	Iteration 3Q: 3 clusters Score -399049 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -399194.781250 Penalty: 804.189392
	Iteration 4F: 3 clusters Score -399194.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -399384.843750 Penalty: 804.189392
	Iteration 5Q: 3 clusters Score -399384.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -399650.562500 Penalty: 804.189392
	Iteration 6F: 3 clusters Score -399650.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -399983.937500 Penalty: 804.189392
	Iteration 7F: 3 clusters Score -399983.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -400237.156250 Penalty: 804.189392
	Iteration 8F: 3 clusters Score -400237.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -400379.031250 Penalty: 804.189392
	Iteration 9Q: 3 clusters Score -400379 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -400453.156250 Penalty: 804.189392
	Iteration 10Q: 3 clusters Score -400453.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -400490.687500 Penalty: 804.189392
	Iteration 11Q: 3 clusters Score -400490.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -400518.625000 Penalty: 804.189392
	Iteration 12Q: 3 clusters Score -400518.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -400544.406250 Penalty: 804.189392
	Iteration 13Q: 3 clusters Score -400544.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -400580.031250 Penalty: 804.189392
	Iteration 14Q: 3 clusters Score -400580 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -400612.343750 Penalty: 804.189392
	Iteration 15Q: 3 clusters Score -400612.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -400652.312500 Penalty: 804.189392
	Iteration 16Q: 3 clusters Score -400652.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -400701.125000 Penalty: 804.189392
	Iteration 17Q: 3 clusters Score -400701.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -400750.843750 Penalty: 804.189392
	Iteration 18Q: 3 clusters Score -400750.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -400807.125000 Penalty: 804.189392
	Iteration 19Q: 3 clusters Score -400807.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -400855.687500 Penalty: 804.189392
	Iteration 20F: 3 clusters Score -400855.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -400893.468750 Penalty: 804.189392
	Iteration 21Q: 3 clusters Score -400893.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -400920.937500 Penalty: 804.189392
	Iteration 22Q: 3 clusters Score -400920.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -400946.812500 Penalty: 804.189392
	Iteration 23Q: 3 clusters Score -400946.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -400978.437500 Penalty: 804.189392
	Iteration 24Q: 3 clusters Score -400978.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -400999.156250 Penalty: 804.189392
	Iteration 25Q: 3 clusters Score -400999.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -401017.531250 Penalty: 804.189392
	Iteration 26Q: 3 clusters Score -401017.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -401029.500000 Penalty: 804.189392
	Iteration 27Q: 3 clusters Score -401029.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -401040.656250 Penalty: 804.189392
	Iteration 28Q: 3 clusters Score -401040.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -401049.343750 Penalty: 804.189392
	Iteration 29Q: 3 clusters Score -401049.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -401057.281250 Penalty: 804.189392
	Iteration 30Q: 3 clusters Score -401057.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -401070.843750 Penalty: 804.189392
	Iteration 31Q: 3 clusters Score -401070.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -401092.687500 Penalty: 804.189392
	Iteration 32Q: 3 clusters Score -401092.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -401118.968750 Penalty: 804.189392
	Iteration 33Q: 3 clusters Score -401119 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -401137.031250 Penalty: 804.189392
	Iteration 34Q: 3 clusters Score -401137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -401152.531250 Penalty: 804.189392
	Iteration 35Q: 3 clusters Score -401152.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -401164.781250 Penalty: 804.189392
	Iteration 36Q: 3 clusters Score -401164.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -401177.500000 Penalty: 804.189392
	Iteration 37Q: 3 clusters Score -401177.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -401190.437500 Penalty: 804.189392
	Iteration 38Q: 3 clusters Score -401190.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -401200.250000 Penalty: 804.189392
	Iteration 39Q: 3 clusters Score -401200.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -401208.406250 Penalty: 804.189392
	Iteration 40F: 3 clusters Score -401208.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -401215.468750 Penalty: 804.189392
	Iteration 41Q: 3 clusters Score -401215.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -401222.750000 Penalty: 804.189392
	Iteration 42Q: 3 clusters Score -401222.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -401228.062500 Penalty: 804.189392
	Iteration 43Q: 3 clusters Score -401228.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -401238.062500 Penalty: 804.189392
	Iteration 44Q: 3 clusters Score -401238.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -401247.093750 Penalty: 804.189392
	Iteration 45Q: 3 clusters Score -401247.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -401253.656250 Penalty: 804.189392
	Iteration 46Q: 3 clusters Score -401253.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -401258.031250 Penalty: 804.189392
	Iteration 47Q: 3 clusters Score -401258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -401265.812500 Penalty: 804.189392
	Iteration 48Q: 3 clusters Score -401265.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -401277.250000 Penalty: 804.189392
	Iteration 49Q: 3 clusters Score -401277.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -401286.500000 Penalty: 804.189392
	Iteration 50Q: 3 clusters Score -401286.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -401297.781250 Penalty: 804.189392
	Iteration 51Q: 3 clusters Score -401297.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -401307.312500 Penalty: 804.189392
	Iteration 52Q: 3 clusters Score -401307.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -401313.125000 Penalty: 804.189392
	Iteration 53Q: 3 clusters Score -401313.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -401317.437500 Penalty: 804.189392
	Iteration 54Q: 3 clusters Score -401317.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -401319.062500 Penalty: 804.189392
	Iteration 55Q: 3 clusters Score -401319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -401319.593750 Penalty: 804.189392
	Iteration 56Q: 3 clusters Score -401319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -401323.406250 Penalty: 804.189392
	Iteration 57Q: 3 clusters Score -401323.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -401326.500000 Penalty: 804.189392
	Iteration 58Q: 3 clusters Score -401326.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -401326.750000 Penalty: 804.189392
	Iteration 59Q: 3 clusters Score -401326.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -401327.906250 Penalty: 804.189392
	Iteration 60F: 3 clusters Score -401327.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -401329.375000 Penalty: 804.189392
	Iteration 61Q: 3 clusters Score -401329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -401330.250000 Penalty: 804.189392
	Iteration 62Q: 3 clusters Score -401330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -401330.750000 Penalty: 804.189392
	Iteration 63Q: 3 clusters Score -401330.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -401330.750000 Penalty: 804.189392
	Iteration 64F: 3 clusters Score -401330.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -46233.640625 Penalty: 309.357056
	Iteration 0F: 2 clusters Score -46233.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -45476.207031 Penalty: 618.714111
	Iteration 0F: 3 clusters Score -45476.21 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -45676.398438 Penalty: 618.714111
	Iteration 1F: 3 clusters Score -45676.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -45724.460938 Penalty: 618.714111
	Iteration 2F: 3 clusters Score -45724.46 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -45767.566406 Penalty: 618.714111
	Iteration 3F: 3 clusters Score -45767.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -45835.183594 Penalty: 618.714111
	Iteration 4F: 3 clusters Score -45835.18 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -45922.117188 Penalty: 618.714111
	Iteration 5F: 3 clusters Score -45922.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45972.707031 Penalty: 618.714111
	Iteration 6F: 3 clusters Score -45972.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46003.968750 Penalty: 618.714111
	Iteration 7Q: 3 clusters Score -46003.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46016.687500 Penalty: 618.714111
	Iteration 8Q: 3 clusters Score -46016.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46023.902344 Penalty: 618.714111
	Iteration 9Q: 3 clusters Score -46023.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46031.953125 Penalty: 618.714111
	Iteration 10Q: 3 clusters Score -46031.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46035.617188 Penalty: 618.714111
	Iteration 11Q: 3 clusters Score -46035.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46036.980469 Penalty: 618.714111
	Iteration 12Q: 3 clusters Score -46036.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46037.910156 Penalty: 618.714111
	Iteration 13Q: 3 clusters Score -46037.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46039.570312 Penalty: 618.714111
	Iteration 14Q: 3 clusters Score -46039.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46041.218750 Penalty: 618.714111
	Iteration 15Q: 3 clusters Score -46041.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46042.203125 Penalty: 618.714111
	Iteration 16Q: 3 clusters Score -46042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46043.167969 Penalty: 618.714111
	Iteration 17Q: 3 clusters Score -46043.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46043.175781 Penalty: 618.714111
	Iteration 18Q: 3 clusters Score -46043.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46043.175781 Penalty: 618.714111
	Iteration 19F: 3 clusters Score -46043.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Entering Unmasked Estep 
Score: -93065.226562 Penalty: 339.426117
	Iteration 0F: 2 clusters Score -93065.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -91778.859375 Penalty: 678.852234
	Iteration 0F: 3 clusters Score -91778.86 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -92169.429688 Penalty: 678.852234
	Iteration 1F: 3 clusters Score -92169.43 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -92261.554688 Penalty: 678.852234
	Iteration 2F: 3 clusters Score -92261.55 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -92349.578125 Penalty: 678.852234
	Iteration 3F: 3 clusters Score -92349.58 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -92455.828125 Penalty: 678.852234
	Iteration 4F: 3 clusters Score -92455.83 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -92583.406250 Penalty: 678.852234
	Iteration 5F: 3 clusters Score -92583.41 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -92714.195312 Penalty: 678.852234
	Iteration 6F: 3 clusters Score -92714.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -92794.195312 Penalty: 678.852234
	Iteration 7F: 3 clusters Score -92794.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -92829.484375 Penalty: 678.852234
	Iteration 8Q: 3 clusters Score -92829.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -92844.742188 Penalty: 678.852234
	Iteration 9Q: 3 clusters Score -92844.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -92851.585938 Penalty: 678.852234
	Iteration 10Q: 3 clusters Score -92851.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -92854.960938 Penalty: 678.852234
	Iteration 11Q: 3 clusters Score -92854.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -92857.875000 Penalty: 678.852234
	Iteration 12Q: 3 clusters Score -92857.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -92858.554688 Penalty: 678.852234
	Iteration 13Q: 3 clusters Score -92858.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -92859.773438 Penalty: 678.852234
	Iteration 14Q: 3 clusters Score -92859.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -92861.062500 Penalty: 678.852234
	Iteration 15Q: 3 clusters Score -92861.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -92862.218750 Penalty: 678.852234
	Iteration 16Q: 3 clusters Score -92862.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -92863.437500 Penalty: 678.852234
	Iteration 17Q: 3 clusters Score -92863.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -92863.617188 Penalty: 678.852234
	Iteration 18Q: 3 clusters Score -92863.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -92863.796875 Penalty: 678.852234
	Iteration 19Q: 3 clusters Score -92863.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -92864.234375 Penalty: 678.852234
	Iteration 20F: 3 clusters Score -92864.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -92864.460938 Penalty: 678.852234
	Iteration 21Q: 3 clusters Score -92864.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -92864.460938 Penalty: 678.852234
	Iteration 22F: 3 clusters Score -92864.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -22288.111328 Penalty: 275.796265
	Iteration 0F: 2 clusters Score -22288.11 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 220 members 
Entering Unmasked Estep 
Score: -21871.242188 Penalty: 551.592529
	Iteration 0F: 3 clusters Score -21871.24 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22031.535156 Penalty: 551.592529
	Iteration 1F: 3 clusters Score -22031.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22108.943359 Penalty: 551.592529
	Iteration 2F: 3 clusters Score -22108.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22156.675781 Penalty: 551.592529
	Iteration 3F: 3 clusters Score -22156.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22190.564453 Penalty: 551.592529
	Iteration 4F: 3 clusters Score -22190.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22216.666016 Penalty: 551.592529
	Iteration 5Q: 3 clusters Score -22216.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22231.636719 Penalty: 551.592529
	Iteration 6Q: 3 clusters Score -22231.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22241.304688 Penalty: 551.592529
	Iteration 7Q: 3 clusters Score -22241.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22249.609375 Penalty: 551.592529
	Iteration 8Q: 3 clusters Score -22249.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22255.953125 Penalty: 551.592529
	Iteration 9Q: 3 clusters Score -22255.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22261.503906 Penalty: 551.592529
	Iteration 10Q: 3 clusters Score -22261.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22262.863281 Penalty: 551.592529
	Iteration 11Q: 3 clusters Score -22262.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22262.863281 Penalty: 551.592529
	Iteration 12F: 3 clusters Score -22262.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -28633.593750 Penalty: 287.101288
	Iteration 0F: 2 clusters Score -28633.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28091.669922 Penalty: 574.202576
	Iteration 0F: 3 clusters Score -28091.67 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28270.384766 Penalty: 574.202576
	Iteration 1F: 3 clusters Score -28270.38 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28345.835938 Penalty: 574.202576
	Iteration 2F: 3 clusters Score -28345.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28390.166016 Penalty: 574.202576
	Iteration 3F: 3 clusters Score -28390.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28427.154297 Penalty: 574.202576
	Iteration 4F: 3 clusters Score -28427.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28449.925781 Penalty: 574.202576
	Iteration 5Q: 3 clusters Score -28449.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28460.490234 Penalty: 574.202576
	Iteration 6Q: 3 clusters Score -28460.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28466.505859 Penalty: 574.202576
	Iteration 7Q: 3 clusters Score -28466.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28468.662109 Penalty: 574.202576
	Iteration 8Q: 3 clusters Score -28468.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28469.234375 Penalty: 574.202576
	Iteration 9Q: 3 clusters Score -28469.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28470.925781 Penalty: 574.202576
	Iteration 10Q: 3 clusters Score -28470.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28479.341797 Penalty: 574.202576
	Iteration 11Q: 3 clusters Score -28479.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28486.929688 Penalty: 574.202576
	Iteration 12Q: 3 clusters Score -28486.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28493.988281 Penalty: 574.202576
	Iteration 13Q: 3 clusters Score -28493.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28496.482422 Penalty: 574.202576
	Iteration 14Q: 3 clusters Score -28496.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28496.482422 Penalty: 574.202576
	Iteration 15F: 3 clusters Score -28496.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Entering Unmasked Estep 
Score: -2435248.250000 Penalty: 490.488953
	Iteration 0F: 2 clusters Score -2435248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -2402841.000000 Penalty: 980.977905
	Iteration 0F: 3 clusters Score -2402841 nChanged 23371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2417350.250000 Penalty: 980.977905
	Iteration 1F: 3 clusters Score -2417350 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -2418283.750000 Penalty: 980.977905
	Iteration 2Q: 3 clusters Score -2418284 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -2419510.000000 Penalty: 980.977905
	Iteration 3F: 3 clusters Score -2419510 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -2421110.750000 Penalty: 980.977905
	Iteration 4F: 3 clusters Score -2421111 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -2423182.750000 Penalty: 980.977905
	Iteration 5F: 3 clusters Score -2423183 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -2425174.250000 Penalty: 980.977905
	Iteration 6F: 3 clusters Score -2425174 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2426323.250000 Penalty: 980.977905
	Iteration 7F: 3 clusters Score -2426323 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2426720.750000 Penalty: 980.977905
	Iteration 8Q: 3 clusters Score -2426721 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2426845.750000 Penalty: 980.977905
	Iteration 9Q: 3 clusters Score -2426846 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2426910.000000 Penalty: 980.977905
	Iteration 10Q: 3 clusters Score -2426910 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2426964.250000 Penalty: 980.977905
	Iteration 11Q: 3 clusters Score -2426964 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2427015.750000 Penalty: 980.977905
	Iteration 12Q: 3 clusters Score -2427016 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2427093.500000 Penalty: 980.977905
	Iteration 13Q: 3 clusters Score -2427094 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2427188.500000 Penalty: 980.977905
	Iteration 14Q: 3 clusters Score -2427188 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2427298.000000 Penalty: 980.977905
	Iteration 15Q: 3 clusters Score -2427298 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2427415.750000 Penalty: 980.977905
	Iteration 16Q: 3 clusters Score -2427416 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2427566.750000 Penalty: 980.977905
	Iteration 17Q: 3 clusters Score -2427567 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2427769.250000 Penalty: 980.977905
	Iteration 18Q: 3 clusters Score -2427769 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2428031.500000 Penalty: 980.977905
	Iteration 19Q: 3 clusters Score -2428032 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2428368.250000 Penalty: 980.977905
	Iteration 20F: 3 clusters Score -2428368 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2428833.750000 Penalty: 980.977905
	Iteration 21Q: 3 clusters Score -2428834 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2429411.500000 Penalty: 980.977905
	Iteration 22Q: 3 clusters Score -2429412 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2430161.500000 Penalty: 980.977905
	Iteration 23Q: 3 clusters Score -2430162 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2431009.750000 Penalty: 980.977905
	Iteration 24Q: 3 clusters Score -2431010 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2431857.250000 Penalty: 980.977905
	Iteration 25Q: 3 clusters Score -2431857 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2432471.750000 Penalty: 980.977905
	Iteration 26Q: 3 clusters Score -2432472 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2432950.000000 Penalty: 980.977905
	Iteration 27Q: 3 clusters Score -2432950 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2433254.750000 Penalty: 980.977905
	Iteration 28Q: 3 clusters Score -2433255 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2433464.000000 Penalty: 980.977905
	Iteration 29Q: 3 clusters Score -2433464 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2433620.250000 Penalty: 980.977905
	Iteration 30Q: 3 clusters Score -2433620 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2433767.750000 Penalty: 980.977905
	Iteration 31Q: 3 clusters Score -2433768 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2433887.750000 Penalty: 980.977905
	Iteration 32Q: 3 clusters Score -2433888 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2433978.750000 Penalty: 980.977905
	Iteration 33Q: 3 clusters Score -2433979 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2434066.250000 Penalty: 980.977905
	Iteration 34Q: 3 clusters Score -2434066 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2434145.250000 Penalty: 980.977905
	Iteration 35Q: 3 clusters Score -2434145 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2434208.750000 Penalty: 980.977905
	Iteration 36Q: 3 clusters Score -2434209 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2434246.500000 Penalty: 980.977905
	Iteration 37Q: 3 clusters Score -2434246 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2434286.000000 Penalty: 980.977905
	Iteration 38Q: 3 clusters Score -2434286 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2434326.000000 Penalty: 980.977905
	Iteration 39Q: 3 clusters Score -2434326 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2434367.250000 Penalty: 980.977905
	Iteration 40F: 3 clusters Score -2434367 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2434398.500000 Penalty: 980.977905
	Iteration 41Q: 3 clusters Score -2434398 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2434425.000000 Penalty: 980.977905
	Iteration 42Q: 3 clusters Score -2434425 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2434454.500000 Penalty: 980.977905
	Iteration 43Q: 3 clusters Score -2434454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2434474.250000 Penalty: 980.977905
	Iteration 44Q: 3 clusters Score -2434474 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2434490.750000 Penalty: 980.977905
	Iteration 45Q: 3 clusters Score -2434491 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2434509.500000 Penalty: 980.977905
	Iteration 46Q: 3 clusters Score -2434510 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2434517.750000 Penalty: 980.977905
	Iteration 47Q: 3 clusters Score -2434518 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2434527.250000 Penalty: 980.977905
	Iteration 48Q: 3 clusters Score -2434527 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2434540.250000 Penalty: 980.977905
	Iteration 49Q: 3 clusters Score -2434540 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2434555.500000 Penalty: 980.977905
	Iteration 50Q: 3 clusters Score -2434556 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2434557.250000 Penalty: 980.977905
	Iteration 51Q: 3 clusters Score -2434557 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2434563.750000 Penalty: 980.977905
	Iteration 52Q: 3 clusters Score -2434564 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2434566.750000 Penalty: 980.977905
	Iteration 53Q: 3 clusters Score -2434567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2434575.000000 Penalty: 980.977905
	Iteration 54Q: 3 clusters Score -2434575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2434576.750000 Penalty: 980.977905
	Iteration 55Q: 3 clusters Score -2434577 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2434581.750000 Penalty: 980.977905
	Iteration 56Q: 3 clusters Score -2434582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2434581.000000 Penalty: 980.977905
	Iteration 57Q: 3 clusters Score -2434581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2434589.000000 Penalty: 980.977905
	Iteration 58Q: 3 clusters Score -2434589 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2434592.750000 Penalty: 980.977905
	Iteration 59Q: 3 clusters Score -2434593 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2434595.750000 Penalty: 980.977905
	Iteration 60F: 3 clusters Score -2434596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2434595.500000 Penalty: 980.977905
	Iteration 61Q: 3 clusters Score -2434596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2434600.250000 Penalty: 980.977905
	Iteration 62Q: 3 clusters Score -2434600 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2434601.000000 Penalty: 980.977905
	Iteration 63Q: 3 clusters Score -2434601 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2434609.250000 Penalty: 980.977905
	Iteration 64Q: 3 clusters Score -2434609 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2434617.000000 Penalty: 980.977905
	Iteration 65Q: 3 clusters Score -2434617 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2434619.500000 Penalty: 980.977905
	Iteration 66Q: 3 clusters Score -2434620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2434635.000000 Penalty: 980.977905
	Iteration 67Q: 3 clusters Score -2434635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2434638.500000 Penalty: 980.977905
	Iteration 68Q: 3 clusters Score -2434638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2434640.500000 Penalty: 980.977905
	Iteration 69Q: 3 clusters Score -2434640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2434642.250000 Penalty: 980.977905
	Iteration 70Q: 3 clusters Score -2434642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2434644.250000 Penalty: 980.977905
	Iteration 71Q: 3 clusters Score -2434644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2434653.000000 Penalty: 980.977905
	Iteration 72Q: 3 clusters Score -2434653 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2434661.250000 Penalty: 980.977905
	Iteration 73Q: 3 clusters Score -2434661 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2434661.000000 Penalty: 980.977905
	Iteration 74Q: 3 clusters Score -2434661 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2434666.750000 Penalty: 980.977905
	Iteration 75Q: 3 clusters Score -2434667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2434669.750000 Penalty: 980.977905
	Iteration 76Q: 3 clusters Score -2434670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2434675.250000 Penalty: 980.977905
	Iteration 77Q: 3 clusters Score -2434675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2434682.750000 Penalty: 980.977905
	Iteration 78Q: 3 clusters Score -2434683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2434680.000000 Penalty: 980.977905
	Iteration 79Q: 3 clusters Score -2434680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2434681.750000 Penalty: 980.977905
	Iteration 80F: 3 clusters Score -2434682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2434679.000000 Penalty: 980.977905
	Iteration 81Q: 3 clusters Score -2434679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2434681.500000 Penalty: 980.977905
	Iteration 82Q: 3 clusters Score -2434682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2434681.750000 Penalty: 980.977905
	Iteration 83Q: 3 clusters Score -2434682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2434681.000000 Penalty: 980.977905
	Iteration 84Q: 3 clusters Score -2434681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2434678.500000 Penalty: 980.977905
	Iteration 85Q: 3 clusters Score -2434678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2434682.750000 Penalty: 980.977905
	Iteration 86Q: 3 clusters Score -2434683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2434690.750000 Penalty: 980.977905
	Iteration 87Q: 3 clusters Score -2434691 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2434692.250000 Penalty: 980.977905
	Iteration 88Q: 3 clusters Score -2434692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2434690.250000 Penalty: 980.977905
	Iteration 89Q: 3 clusters Score -2434690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2434696.750000 Penalty: 980.977905
	Iteration 90Q: 3 clusters Score -2434697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2434702.750000 Penalty: 980.977905
	Iteration 91Q: 3 clusters Score -2434703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2434706.000000 Penalty: 980.977905
	Iteration 92Q: 3 clusters Score -2434706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2434705.500000 Penalty: 980.977905
	Iteration 93Q: 3 clusters Score -2434706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2434708.750000 Penalty: 980.977905
	Iteration 94Q: 3 clusters Score -2434709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2434712.500000 Penalty: 980.977905
	Iteration 95Q: 3 clusters Score -2434712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2434712.250000 Penalty: 980.977905
	Iteration 96Q: 3 clusters Score -2434712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2434717.750000 Penalty: 980.977905
	Iteration 97Q: 3 clusters Score -2434718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2434715.750000 Penalty: 980.977905
	Iteration 98Q: 3 clusters Score -2434716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2434722.750000 Penalty: 980.977905
	Iteration 99Q: 3 clusters Score -2434723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2434726.000000 Penalty: 980.977905
	Iteration 100F: 3 clusters Score -2434726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2434728.750000 Penalty: 980.977905
	Iteration 101Q: 3 clusters Score -2434729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2434732.000000 Penalty: 980.977905
	Iteration 102Q: 3 clusters Score -2434732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2434730.500000 Penalty: 980.977905
	Iteration 103Q: 3 clusters Score -2434730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2434733.250000 Penalty: 980.977905
	Iteration 104Q: 3 clusters Score -2434733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2434733.500000 Penalty: 980.977905
	Iteration 105Q: 3 clusters Score -2434734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2434737.500000 Penalty: 980.977905
	Iteration 106Q: 3 clusters Score -2434738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2434738.750000 Penalty: 980.977905
	Iteration 107Q: 3 clusters Score -2434739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2434747.500000 Penalty: 980.977905
	Iteration 108Q: 3 clusters Score -2434748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2434751.000000 Penalty: 980.977905
	Iteration 109Q: 3 clusters Score -2434751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2434757.500000 Penalty: 980.977905
	Iteration 110Q: 3 clusters Score -2434758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2434758.750000 Penalty: 980.977905
	Iteration 111Q: 3 clusters Score -2434759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2434752.500000 Penalty: 980.977905
	Iteration 112Q: 3 clusters Score -2434752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2434749.750000 Penalty: 980.977905
	Iteration 113Q: 3 clusters Score -2434750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2434748.750000 Penalty: 980.977905
	Iteration 114Q: 3 clusters Score -2434749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2434750.750000 Penalty: 980.977905
	Iteration 115Q: 3 clusters Score -2434751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2434751.750000 Penalty: 980.977905
	Iteration 116Q: 3 clusters Score -2434752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2434750.000000 Penalty: 980.977905
	Iteration 117Q: 3 clusters Score -2434750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2434748.750000 Penalty: 980.977905
	Iteration 118Q: 3 clusters Score -2434749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2434749.250000 Penalty: 980.977905
	Iteration 119Q: 3 clusters Score -2434749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2434753.500000 Penalty: 980.977905
	Iteration 120F: 3 clusters Score -2434754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2434752.750000 Penalty: 980.977905
	Iteration 121Q: 3 clusters Score -2434753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2434754.750000 Penalty: 980.977905
	Iteration 122Q: 3 clusters Score -2434755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2434754.250000 Penalty: 980.977905
	Iteration 123Q: 3 clusters Score -2434754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2434756.250000 Penalty: 980.977905
	Iteration 124Q: 3 clusters Score -2434756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2434758.750000 Penalty: 980.977905
	Iteration 125Q: 3 clusters Score -2434759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2434758.750000 Penalty: 980.977905
	Iteration 126Q: 3 clusters Score -2434759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2434761.250000 Penalty: 980.977905
	Iteration 127Q: 3 clusters Score -2434761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2434762.500000 Penalty: 980.977905
	Iteration 128Q: 3 clusters Score -2434762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2434761.500000 Penalty: 980.977905
	Iteration 129Q: 3 clusters Score -2434762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2434765.250000 Penalty: 980.977905
	Iteration 130Q: 3 clusters Score -2434765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2434769.250000 Penalty: 980.977905
	Iteration 131Q: 3 clusters Score -2434769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2434768.250000 Penalty: 980.977905
	Iteration 132Q: 3 clusters Score -2434768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2434763.250000 Penalty: 980.977905
	Iteration 133Q: 3 clusters Score -2434763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2434768.750000 Penalty: 980.977905
	Iteration 134Q: 3 clusters Score -2434769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2434770.000000 Penalty: 980.977905
	Iteration 135Q: 3 clusters Score -2434770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2434770.750000 Penalty: 980.977905
	Iteration 136Q: 3 clusters Score -2434771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2434771.500000 Penalty: 980.977905
	Iteration 137Q: 3 clusters Score -2434772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2434771.000000 Penalty: 980.977905
	Iteration 138Q: 3 clusters Score -2434771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2434773.500000 Penalty: 980.977905
	Iteration 139Q: 3 clusters Score -2434774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2434775.750000 Penalty: 980.977905
	Iteration 140F: 3 clusters Score -2434776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2434780.250000 Penalty: 980.977905
	Iteration 141Q: 3 clusters Score -2434780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2434778.750000 Penalty: 980.977905
	Iteration 142Q: 3 clusters Score -2434779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2434777.000000 Penalty: 980.977905
	Iteration 143Q: 3 clusters Score -2434777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2434778.250000 Penalty: 980.977905
	Iteration 144Q: 3 clusters Score -2434778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2434780.250000 Penalty: 980.977905
	Iteration 145Q: 3 clusters Score -2434780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2434782.250000 Penalty: 980.977905
	Iteration 146Q: 3 clusters Score -2434782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2434781.500000 Penalty: 980.977905
	Iteration 147Q: 3 clusters Score -2434782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2434784.750000 Penalty: 980.977905
	Iteration 148Q: 3 clusters Score -2434785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2434786.250000 Penalty: 980.977905
	Iteration 149Q: 3 clusters Score -2434786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2434790.500000 Penalty: 980.977905
	Iteration 150Q: 3 clusters Score -2434790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2434793.000000 Penalty: 980.977905
	Iteration 151Q: 3 clusters Score -2434793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2434790.000000 Penalty: 980.977905
	Iteration 152Q: 3 clusters Score -2434790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2434791.000000 Penalty: 980.977905
	Iteration 153Q: 3 clusters Score -2434791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2434793.250000 Penalty: 980.977905
	Iteration 154Q: 3 clusters Score -2434793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2434792.250000 Penalty: 980.977905
	Iteration 155Q: 3 clusters Score -2434792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2434790.000000 Penalty: 980.977905
	Iteration 156Q: 3 clusters Score -2434790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2434794.750000 Penalty: 980.977905
	Iteration 157Q: 3 clusters Score -2434795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2434795.000000 Penalty: 980.977905
	Iteration 158Q: 3 clusters Score -2434795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2434794.000000 Penalty: 980.977905
	Iteration 159Q: 3 clusters Score -2434794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2434795.750000 Penalty: 980.977905
	Iteration 160F: 3 clusters Score -2434796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -44670.535156 Penalty: 315.203888
	Iteration 0F: 2 clusters Score -44670.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -43914.386719 Penalty: 630.407776
	Iteration 0F: 3 clusters Score -43914.39 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -44479.671875 Penalty: 630.407776
	Iteration 1F: 3 clusters Score -44479.67 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -44707.832031 Penalty: 630.407776
	Iteration 2F: 3 clusters Score -44707.83 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -44811.960938 Penalty: 630.407776
	Iteration 3F: 3 clusters Score -44811.96 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -44851.144531 Penalty: 630.407776
	Iteration 4Q: 3 clusters Score -44851.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -44865.148438 Penalty: 630.407776
	Iteration 5Q: 3 clusters Score -44865.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -44871.183594 Penalty: 630.407776
	Iteration 6Q: 3 clusters Score -44871.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -44873.878906 Penalty: 630.407776
	Iteration 7Q: 3 clusters Score -44873.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -44874.441406 Penalty: 630.407776
	Iteration 8Q: 3 clusters Score -44874.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -44875.605469 Penalty: 630.407776
	Iteration 9Q: 3 clusters Score -44875.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -44877.843750 Penalty: 630.407776
	Iteration 10Q: 3 clusters Score -44877.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -44879.093750 Penalty: 630.407776
	Iteration 11Q: 3 clusters Score -44879.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -44879.632812 Penalty: 630.407776
	Iteration 12Q: 3 clusters Score -44879.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -44879.750000 Penalty: 630.407776
	Iteration 13Q: 3 clusters Score -44879.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -44879.750000 Penalty: 630.407776
	Iteration 14F: 3 clusters Score -44879.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 280587 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 6886 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48049 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162542 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 5358 members 
Mstep: Class 30 contains 154 members 
Mstep: Class 31 contains 845 members 
Entering Unmasked Estep 
Score: -27450104.000000 Penalty: 18604.462891
Splitting cluster 18 changes total score from -27450162.000000 to -27450104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -7955.621094 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -7955.621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7676.735840 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -7676.736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7729.640625 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -7729.641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7748.545898 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -7748.546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7757.435059 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -7757.435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7760.196289 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -7760.196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7760.196289 Penalty: 469.474030
	Iteration 5F: 3 clusters Score -7760.196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -85985.585938 Penalty: 337.853790
	Iteration 0F: 2 clusters Score -85985.59 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 857 members 
Entering Unmasked Estep 
Score: -84726.679688 Penalty: 675.707581
	Iteration 0F: 3 clusters Score -84726.68 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -85275.796875 Penalty: 675.707581
	Iteration 1F: 3 clusters Score -85275.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -85437.726562 Penalty: 675.707581
	Iteration 2F: 3 clusters Score -85437.73 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -85589.953125 Penalty: 675.707581
	Iteration 3F: 3 clusters Score -85589.95 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -85746.843750 Penalty: 675.707581
	Iteration 4F: 3 clusters Score -85746.84 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -85858.710938 Penalty: 675.707581
	Iteration 5F: 3 clusters Score -85858.71 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -85944.500000 Penalty: 675.707581
	Iteration 6Q: 3 clusters Score -85944.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -86012.468750 Penalty: 675.707581
	Iteration 7Q: 3 clusters Score -86012.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -86024.281250 Penalty: 675.707581
	Iteration 8Q: 3 clusters Score -86024.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -86029.703125 Penalty: 675.707581
	Iteration 9Q: 3 clusters Score -86029.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -86033.218750 Penalty: 675.707581
	Iteration 10Q: 3 clusters Score -86033.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -86036.125000 Penalty: 675.707581
	Iteration 11Q: 3 clusters Score -86036.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -86037.320312 Penalty: 675.707581
	Iteration 12Q: 3 clusters Score -86037.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -86038.023438 Penalty: 675.707581
	Iteration 13Q: 3 clusters Score -86038.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -86041.046875 Penalty: 675.707581
	Iteration 14Q: 3 clusters Score -86041.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -86041.468750 Penalty: 675.707581
	Iteration 15Q: 3 clusters Score -86041.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -86041.468750 Penalty: 675.707581
	Iteration 16F: 3 clusters Score -86041.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 280587 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 6886 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48049 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 273 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162542 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 5358 members 
Mstep: Class 30 contains 154 members 
Mstep: Class 31 contains 1405 members 
Entering Unmasked Estep 
Score: -27449998.000000 Penalty: 18604.462891
Splitting cluster 20 changes total score from -27450162.000000 to -27449998.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -10961.236328 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -10961.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10632.677734 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -10632.68 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10849.570312 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -10849.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10933.119141 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -10933.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10972.548828 Penalty: 522.028076
	Iteration 3F: 3 clusters Score -10972.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10997.304688 Penalty: 522.028076
	Iteration 4Q: 3 clusters Score -10997.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11024.450195 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -11024.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11034.918945 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -11034.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11050.852539 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -11050.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11063.800781 Penalty: 522.028076
	Iteration 8Q: 3 clusters Score -11063.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11068.756836 Penalty: 522.028076
	Iteration 9Q: 3 clusters Score -11068.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11069.353516 Penalty: 522.028076
	Iteration 10Q: 3 clusters Score -11069.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11070.112305 Penalty: 522.028076
	Iteration 11F: 3 clusters Score -11070.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11075.150391 Penalty: 522.028076
	Iteration 12Q: 3 clusters Score -11075.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11095.818359 Penalty: 522.028076
	Iteration 13Q: 3 clusters Score -11095.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11114.915039 Penalty: 522.028076
	Iteration 14Q: 3 clusters Score -11114.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11155.247070 Penalty: 522.028076
	Iteration 15Q: 3 clusters Score -11155.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11164.947266 Penalty: 522.028076
	Iteration 16Q: 3 clusters Score -11164.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11169.411133 Penalty: 522.028076
	Iteration 17Q: 3 clusters Score -11169.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -11171.169922 Penalty: 522.028076
	Iteration 18Q: 3 clusters Score -11171.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11191.452148 Penalty: 522.028076
	Iteration 19Q: 3 clusters Score -11191.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11215.260742 Penalty: 522.028076
	Iteration 20F: 3 clusters Score -11215.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11233.607422 Penalty: 522.028076
	Iteration 21Q: 3 clusters Score -11233.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11241.606445 Penalty: 522.028076
	Iteration 22Q: 3 clusters Score -11241.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11253.651367 Penalty: 522.028076
	Iteration 23Q: 3 clusters Score -11253.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11268.450195 Penalty: 522.028076
	Iteration 24Q: 3 clusters Score -11268.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11269.251953 Penalty: 522.028076
	Iteration 25Q: 3 clusters Score -11269.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11269.927734 Penalty: 522.028076
	Iteration 26Q: 3 clusters Score -11269.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11269.927734 Penalty: 522.028076
	Iteration 27F: 3 clusters Score -11269.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 280587 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 6886 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48049 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 129 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162542 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 5358 members 
Mstep: Class 30 contains 154 members 
Mstep: Class 31 contains 181 members 
Entering Unmasked Estep 
Score: -27450136.000000 Penalty: 18604.462891
Splitting cluster 21 changes total score from -27450162.000000 to -27450136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -4987.954102 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -4987.954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4793.135742 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -4793.136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4844.057129 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -4844.057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4867.988281 Penalty: 438.645630
	Iteration 2Q: 3 clusters Score -4867.988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4891.812988 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -4891.813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4897.630371 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -4897.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4900.966309 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -4900.966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4900.966309 Penalty: 438.645630
	Iteration 6F: 3 clusters Score -4900.966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (162542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162542 members 
Entering Unmasked Estep 
Score: -8748540.000000 Penalty: 545.940491
	Iteration 0F: 2 clusters Score -8748540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 80975 members 
Entering Unmasked Estep 
Score: -8639085.000000 Penalty: 1091.880981
	Iteration 0F: 3 clusters Score -8639085 nChanged 79594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94565 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -8693833.000000 Penalty: 1091.880981
	Iteration 1F: 3 clusters Score -8693833 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99889 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -8700680.000000 Penalty: 1091.880981
	Iteration 2F: 3 clusters Score -8700680 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105492 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -8709050.000000 Penalty: 1091.880981
	Iteration 3F: 3 clusters Score -8709050 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110530 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -8718075.000000 Penalty: 1091.880981
	Iteration 4F: 3 clusters Score -8718075 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114527 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -8726631.000000 Penalty: 1091.880981
	Iteration 5F: 3 clusters Score -8726631 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117572 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -8731649.000000 Penalty: 1091.880981
	Iteration 6Q: 3 clusters Score -8731649 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120100 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -8733784.000000 Penalty: 1091.880981
	Iteration 7Q: 3 clusters Score -8733784 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122489 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -8734811.000000 Penalty: 1091.880981
	Iteration 8Q: 3 clusters Score -8734811 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124771 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -8735628.000000 Penalty: 1091.880981
	Iteration 9Q: 3 clusters Score -8735628 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126928 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -8736279.000000 Penalty: 1091.880981
	Iteration 10Q: 3 clusters Score -8736279 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129089 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -8736893.000000 Penalty: 1091.880981
	Iteration 11Q: 3 clusters Score -8736893 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131233 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -8737476.000000 Penalty: 1091.880981
	Iteration 12Q: 3 clusters Score -8737476 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133393 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -8738130.000000 Penalty: 1091.880981
	Iteration 13Q: 3 clusters Score -8738130 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135506 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -8738815.000000 Penalty: 1091.880981
	Iteration 14Q: 3 clusters Score -8738815 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137609 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -8739471.000000 Penalty: 1091.880981
	Iteration 15Q: 3 clusters Score -8739471 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139670 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -8740172.000000 Penalty: 1091.880981
	Iteration 16Q: 3 clusters Score -8740172 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141726 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -8740865.000000 Penalty: 1091.880981
	Iteration 17Q: 3 clusters Score -8740865 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143689 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -8741555.000000 Penalty: 1091.880981
	Iteration 18Q: 3 clusters Score -8741555 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145627 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -8742231.000000 Penalty: 1091.880981
	Iteration 19Q: 3 clusters Score -8742231 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147514 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -8742840.000000 Penalty: 1091.880981
	Iteration 20F: 3 clusters Score -8742840 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149345 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -8743576.000000 Penalty: 1091.880981
	Iteration 21Q: 3 clusters Score -8743576 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151038 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -8744205.000000 Penalty: 1091.880981
	Iteration 22Q: 3 clusters Score -8744205 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152596 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -8744795.000000 Penalty: 1091.880981
	Iteration 23Q: 3 clusters Score -8744795 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154066 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -8745426.000000 Penalty: 1091.880981
	Iteration 24Q: 3 clusters Score -8745426 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155380 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -8745945.000000 Penalty: 1091.880981
	Iteration 25Q: 3 clusters Score -8745945 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156524 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -8746352.000000 Penalty: 1091.880981
	Iteration 26Q: 3 clusters Score -8746352 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157511 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -8746711.000000 Penalty: 1091.880981
	Iteration 27Q: 3 clusters Score -8746711 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158287 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -8746990.000000 Penalty: 1091.880981
	Iteration 28Q: 3 clusters Score -8746990 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158948 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -8747230.000000 Penalty: 1091.880981
	Iteration 29Q: 3 clusters Score -8747230 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159483 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -8747445.000000 Penalty: 1091.880981
	Iteration 30Q: 3 clusters Score -8747445 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159922 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8747592.000000 Penalty: 1091.880981
	Iteration 31Q: 3 clusters Score -8747592 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160275 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -8747706.000000 Penalty: 1091.880981
	Iteration 32Q: 3 clusters Score -8747706 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160562 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8747768.000000 Penalty: 1091.880981
	Iteration 33Q: 3 clusters Score -8747768 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160794 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8747822.000000 Penalty: 1091.880981
	Iteration 34Q: 3 clusters Score -8747822 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160956 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8747874.000000 Penalty: 1091.880981
	Iteration 35Q: 3 clusters Score -8747874 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161092 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8747903.000000 Penalty: 1091.880981
	Iteration 36Q: 3 clusters Score -8747903 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161197 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8747928.000000 Penalty: 1091.880981
	Iteration 37Q: 3 clusters Score -8747928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161272 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8747934.000000 Penalty: 1091.880981
	Iteration 38Q: 3 clusters Score -8747934 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161337 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8747951.000000 Penalty: 1091.880981
	Iteration 39Q: 3 clusters Score -8747951 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161394 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8747987.000000 Penalty: 1091.880981
	Iteration 40F: 3 clusters Score -8747987 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161436 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8747998.000000 Penalty: 1091.880981
	Iteration 41Q: 3 clusters Score -8747998 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161478 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8748010.000000 Penalty: 1091.880981
	Iteration 42Q: 3 clusters Score -8748010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161508 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8748014.000000 Penalty: 1091.880981
	Iteration 43Q: 3 clusters Score -8748014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161538 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8748013.000000 Penalty: 1091.880981
	Iteration 44Q: 3 clusters Score -8748013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161558 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8748033.000000 Penalty: 1091.880981
	Iteration 45Q: 3 clusters Score -8748033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161577 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8748038.000000 Penalty: 1091.880981
	Iteration 46Q: 3 clusters Score -8748038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161600 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8748040.000000 Penalty: 1091.880981
	Iteration 47Q: 3 clusters Score -8748040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161621 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8748049.000000 Penalty: 1091.880981
	Iteration 48Q: 3 clusters Score -8748049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161639 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8748058.000000 Penalty: 1091.880981
	Iteration 49Q: 3 clusters Score -8748058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161654 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8748058.000000 Penalty: 1091.880981
	Iteration 50Q: 3 clusters Score -8748058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161663 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8748055.000000 Penalty: 1091.880981
	Iteration 51Q: 3 clusters Score -8748055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161670 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8748066.000000 Penalty: 1091.880981
	Iteration 52Q: 3 clusters Score -8748066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161680 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8748058.000000 Penalty: 1091.880981
	Iteration 53Q: 3 clusters Score -8748058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161691 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8748056.000000 Penalty: 1091.880981
	Iteration 54Q: 3 clusters Score -8748056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161706 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8748068.000000 Penalty: 1091.880981
	Iteration 55Q: 3 clusters Score -8748068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161716 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8748072.000000 Penalty: 1091.880981
	Iteration 56Q: 3 clusters Score -8748072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161725 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8748066.000000 Penalty: 1091.880981
	Iteration 57Q: 3 clusters Score -8748066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161734 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8748065.000000 Penalty: 1091.880981
	Iteration 58Q: 3 clusters Score -8748065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161744 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8748075.000000 Penalty: 1091.880981
	Iteration 59Q: 3 clusters Score -8748075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161749 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8748075.000000 Penalty: 1091.880981
	Iteration 60F: 3 clusters Score -8748075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161758 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8748076.000000 Penalty: 1091.880981
	Iteration 61Q: 3 clusters Score -8748076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161771 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8748089.000000 Penalty: 1091.880981
	Iteration 62Q: 3 clusters Score -8748089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161786 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8748087.000000 Penalty: 1091.880981
	Iteration 63Q: 3 clusters Score -8748087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161791 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8748090.000000 Penalty: 1091.880981
	Iteration 64Q: 3 clusters Score -8748090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161795 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8748091.000000 Penalty: 1091.880981
	Iteration 65Q: 3 clusters Score -8748091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161799 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8748094.000000 Penalty: 1091.880981
	Iteration 66Q: 3 clusters Score -8748094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161802 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8748098.000000 Penalty: 1091.880981
	Iteration 67Q: 3 clusters Score -8748098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161806 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8748093.000000 Penalty: 1091.880981
	Iteration 68Q: 3 clusters Score -8748093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161808 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8748098.000000 Penalty: 1091.880981
	Iteration 69Q: 3 clusters Score -8748098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161811 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8748102.000000 Penalty: 1091.880981
	Iteration 70Q: 3 clusters Score -8748102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161814 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8748099.000000 Penalty: 1091.880981
	Iteration 71Q: 3 clusters Score -8748099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161816 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8748096.000000 Penalty: 1091.880981
	Iteration 72Q: 3 clusters Score -8748096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161816 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8748096.000000 Penalty: 1091.880981
	Iteration 73F: 3 clusters Score -8748096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -27495.921875 Penalty: 287.921112
	Iteration 0F: 2 clusters Score -27495.92 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 307 members 
Entering Unmasked Estep 
Score: -26982.042969 Penalty: 575.842224
	Iteration 0F: 3 clusters Score -26982.04 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27166.681641 Penalty: 575.842224
	Iteration 1F: 3 clusters Score -27166.68 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -27205.220703 Penalty: 575.842224
	Iteration 2F: 3 clusters Score -27205.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -27231.859375 Penalty: 575.842224
	Iteration 3Q: 3 clusters Score -27231.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -27257.455078 Penalty: 575.842224
	Iteration 4Q: 3 clusters Score -27257.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -27279.035156 Penalty: 575.842224
	Iteration 5Q: 3 clusters Score -27279.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -27291.015625 Penalty: 575.842224
	Iteration 6Q: 3 clusters Score -27291.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -27306.898438 Penalty: 575.842224
	Iteration 7Q: 3 clusters Score -27306.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -27313.384766 Penalty: 575.842224
	Iteration 8Q: 3 clusters Score -27313.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -27321.041016 Penalty: 575.842224
	Iteration 9Q: 3 clusters Score -27321.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -27330.158203 Penalty: 575.842224
	Iteration 10Q: 3 clusters Score -27330.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -27332.494141 Penalty: 575.842224
	Iteration 11Q: 3 clusters Score -27332.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -27333.144531 Penalty: 575.842224
	Iteration 12Q: 3 clusters Score -27333.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -27335.080078 Penalty: 575.842224
	Iteration 13Q: 3 clusters Score -27335.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -27335.326172 Penalty: 575.842224
	Iteration 14Q: 3 clusters Score -27335.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -27335.931641 Penalty: 575.842224
	Iteration 15F: 3 clusters Score -27335.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -27338.423828 Penalty: 575.842224
	Iteration 16Q: 3 clusters Score -27338.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -27338.632812 Penalty: 575.842224
	Iteration 17Q: 3 clusters Score -27338.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -27338.632812 Penalty: 575.842224
	Iteration 18F: 3 clusters Score -27338.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -48873.953125 Penalty: 319.214905
	Iteration 0F: 2 clusters Score -48873.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -48072.042969 Penalty: 638.429810
	Iteration 0F: 3 clusters Score -48072.04 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -48680.609375 Penalty: 638.429810
	Iteration 1F: 3 clusters Score -48680.61 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -48944.597656 Penalty: 638.429810
	Iteration 2F: 3 clusters Score -48944.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -49051.921875 Penalty: 638.429810
	Iteration 3F: 3 clusters Score -49051.92 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49091.902344 Penalty: 638.429810
	Iteration 4Q: 3 clusters Score -49091.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49111.324219 Penalty: 638.429810
	Iteration 5Q: 3 clusters Score -49111.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49121.625000 Penalty: 638.429810
	Iteration 6Q: 3 clusters Score -49121.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -49128.808594 Penalty: 638.429810
	Iteration 7Q: 3 clusters Score -49128.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -49132.222656 Penalty: 638.429810
	Iteration 8Q: 3 clusters Score -49132.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -49134.656250 Penalty: 638.429810
	Iteration 9Q: 3 clusters Score -49134.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -49138.355469 Penalty: 638.429810
	Iteration 10Q: 3 clusters Score -49138.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49141.410156 Penalty: 638.429810
	Iteration 11Q: 3 clusters Score -49141.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49144.101562 Penalty: 638.429810
	Iteration 12Q: 3 clusters Score -49144.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49146.324219 Penalty: 638.429810
	Iteration 13Q: 3 clusters Score -49146.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -49147.828125 Penalty: 638.429810
	Iteration 14Q: 3 clusters Score -49147.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -49150.105469 Penalty: 638.429810
	Iteration 15Q: 3 clusters Score -49150.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -49153.957031 Penalty: 638.429810
	Iteration 16Q: 3 clusters Score -49153.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -49155.859375 Penalty: 638.429810
	Iteration 17Q: 3 clusters Score -49155.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -49156.238281 Penalty: 638.429810
	Iteration 18Q: 3 clusters Score -49156.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -49156.648438 Penalty: 638.429810
	Iteration 19Q: 3 clusters Score -49156.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -49156.910156 Penalty: 638.429810
	Iteration 20F: 3 clusters Score -49156.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -49157.656250 Penalty: 638.429810
	Iteration 21Q: 3 clusters Score -49157.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -49158.343750 Penalty: 638.429810
	Iteration 22Q: 3 clusters Score -49158.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -49158.773438 Penalty: 638.429810
	Iteration 23Q: 3 clusters Score -49158.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49159.003906 Penalty: 638.429810
	Iteration 24Q: 3 clusters Score -49159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49159.046875 Penalty: 638.429810
	Iteration 25Q: 3 clusters Score -49159.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -49159.218750 Penalty: 638.429810
	Iteration 26Q: 3 clusters Score -49159.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -49159.589844 Penalty: 638.429810
	Iteration 27Q: 3 clusters Score -49159.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -49160.476562 Penalty: 638.429810
	Iteration 28Q: 3 clusters Score -49160.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49160.675781 Penalty: 638.429810
	Iteration 29Q: 3 clusters Score -49160.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49160.675781 Penalty: 638.429810
	Iteration 30F: 3 clusters Score -49160.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 280587 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 6886 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48049 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162542 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 5358 members 
Mstep: Class 30 contains 154 members 
Mstep: Class 31 contains 331 members 
Entering Unmasked Estep 
Score: -27450168.000000 Penalty: 18604.462891
Splitting cluster 25 changes total score from -27450162.000000 to -27450168.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 26 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -25133.021484 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -25133.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24657.652344 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -24657.65 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24817.398438 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -24817.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24860.056641 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -24860.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24888.234375 Penalty: 569.969238
	Iteration 3Q: 3 clusters Score -24888.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24907.783203 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -24907.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24917.054688 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -24917.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -24933.962891 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -24933.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -24948.710938 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -24948.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -24965.285156 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -24965.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -24980.408203 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -24980.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -24986.851562 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -24986.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -24989.609375 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -24989.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -24991.820312 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -24991.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -24993.613281 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -24993.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -24995.792969 Penalty: 569.969238
	Iteration 14Q: 3 clusters Score -24995.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -24998.017578 Penalty: 569.969238
	Iteration 15Q: 3 clusters Score -24998.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -24999.548828 Penalty: 569.969238
	Iteration 16Q: 3 clusters Score -24999.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -24999.548828 Penalty: 569.969238
	Iteration 17F: 3 clusters Score -24999.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -27143.796875 Penalty: 293.711548
	Iteration 0F: 2 clusters Score -27143.8 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 322 members 
Entering Unmasked Estep 
Score: -26580.976562 Penalty: 587.423096
	Iteration 0F: 3 clusters Score -26580.98 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -26886.898438 Penalty: 587.423096
	Iteration 1F: 3 clusters Score -26886.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -27030.333984 Penalty: 587.423096
	Iteration 2F: 3 clusters Score -27030.33 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -27114.000000 Penalty: 587.423096
	Iteration 3F: 3 clusters Score -27114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -27132.710938 Penalty: 587.423096
	Iteration 4Q: 3 clusters Score -27132.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -27152.134766 Penalty: 587.423096
	Iteration 5Q: 3 clusters Score -27152.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -27167.279297 Penalty: 587.423096
	Iteration 6Q: 3 clusters Score -27167.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -27176.089844 Penalty: 587.423096
	Iteration 7Q: 3 clusters Score -27176.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -27177.437500 Penalty: 587.423096
	Iteration 8Q: 3 clusters Score -27177.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -27177.437500 Penalty: 587.423096
	Iteration 9F: 3 clusters Score -27177.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 280587 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 6886 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48049 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162542 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 164 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 5358 members 
Mstep: Class 30 contains 154 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 472 members 
Entering Unmasked Estep 
Score: -27449904.000000 Penalty: 19204.605469
Splitting cluster 27 changes total score from -27450162.000000 to -27449904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -12757.118164 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -12757.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12405.545898 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -12405.55 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12469.083008 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -12469.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12484.226562 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -12484.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12493.089844 Penalty: 515.959167
	Iteration 3Q: 3 clusters Score -12493.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12497.835938 Penalty: 515.959167
	Iteration 4Q: 3 clusters Score -12497.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12503.306641 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -12503.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12508.507812 Penalty: 515.959167
	Iteration 6Q: 3 clusters Score -12508.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12514.250000 Penalty: 515.959167
	Iteration 7Q: 3 clusters Score -12514.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12517.490234 Penalty: 515.959167
	Iteration 8Q: 3 clusters Score -12517.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12520.617188 Penalty: 515.959167
	Iteration 9Q: 3 clusters Score -12520.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12520.617188 Penalty: 515.959167
	Iteration 10F: 3 clusters Score -12520.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 280587 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 6886 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 48049 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 162542 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450276.000000 Penalty: 18604.462891
Iteration 119Q: 32 clusters Score -2.745028e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 280606 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 2480 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 6906 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 48120 members 
Mstep: Class 18 contains 1006 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 162505 members 
Mstep: Class 24 contains 559 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450414.000000 Penalty: 18604.462891
Iteration 120F: 32 clusters Score -2.745041e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 280659 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 2479 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2475 members 
Mstep: Class 12 contains 6924 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 47944 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 131 members 
Mstep: Class 23 contains 162473 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 288 members 
Mstep: Class 29 contains 5432 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450498.000000 Penalty: 18604.462891
Iteration 121Q: 32 clusters Score -2.74505e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 280705 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 2479 members 
Mstep: Class 8 contains 4866 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 6940 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 1727 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47797 members 
Mstep: Class 18 contains 995 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1676 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 162433 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 809 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 292 members 
Mstep: Class 29 contains 5553 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450524.000000 Penalty: 18604.462891
Iteration 122Q: 32 clusters Score -2.745052e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 280717 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1016 members 
Mstep: Class 6 contains 648 members 
Mstep: Class 7 contains 2478 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 6955 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47702 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 162405 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 5639 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450554.000000 Penalty: 18604.462891
Iteration 123Q: 32 clusters Score -2.745055e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280712 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 2477 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2465 members 
Mstep: Class 12 contains 6967 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47625 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 139 members 
Mstep: Class 23 contains 162381 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 5715 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450624.000000 Penalty: 18604.462891
Iteration 124Q: 32 clusters Score -2.745062e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280697 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 2476 members 
Mstep: Class 8 contains 4864 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2465 members 
Mstep: Class 12 contains 6981 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1741 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 548 members 
Mstep: Class 17 contains 47564 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 162363 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 5788 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450580.000000 Penalty: 18604.462891
Iteration 125Q: 32 clusters Score -2.745058e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280673 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 4864 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2466 members 
Mstep: Class 12 contains 6992 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 1743 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47526 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 162346 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 5849 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450552.000000 Penalty: 18604.462891
Iteration 126Q: 32 clusters Score -2.745055e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280657 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 4860 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2465 members 
Mstep: Class 12 contains 7002 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 1747 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47495 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 162327 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450600.000000 Penalty: 18604.462891
Iteration 127Q: 32 clusters Score -2.74506e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280636 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 4857 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2465 members 
Mstep: Class 12 contains 7010 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47455 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 162310 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 5965 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450640.000000 Penalty: 18604.462891
Iteration 128Q: 32 clusters Score -2.745064e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280613 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 686 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 7012 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47429 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 162301 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6016 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450674.000000 Penalty: 18604.462891
Iteration 129Q: 32 clusters Score -2.745067e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280583 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 692 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 4856 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 7016 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47413 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 162295 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6063 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450658.000000 Penalty: 18604.462891
Iteration 130Q: 32 clusters Score -2.745066e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280561 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 696 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 7016 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47401 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 162281 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 6109 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450674.000000 Penalty: 18604.462891
Iteration 131Q: 32 clusters Score -2.745067e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280539 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 700 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 4852 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1747 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47383 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 162261 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 6162 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450646.000000 Penalty: 18604.462891
Iteration 132Q: 32 clusters Score -2.745065e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280519 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 701 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 4852 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2466 members 
Mstep: Class 12 contains 7023 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1747 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47373 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 162241 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 6204 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450644.000000 Penalty: 18604.462891
Iteration 133Q: 32 clusters Score -2.745064e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280509 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 701 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 4851 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47350 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 174 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 162220 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 6251 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450598.000000 Penalty: 18604.462891
Iteration 134Q: 32 clusters Score -2.74506e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280495 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 702 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 4851 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47332 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 162205 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 6293 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450628.000000 Penalty: 18604.462891
Iteration 135Q: 32 clusters Score -2.745063e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280482 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 704 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 7031 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47316 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 162188 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450668.000000 Penalty: 18604.462891
Iteration 136Q: 32 clusters Score -2.745067e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280477 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 705 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47319 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 162165 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 6351 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450720.000000 Penalty: 18604.462891
Iteration 137Q: 32 clusters Score -2.745072e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280463 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 705 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 4852 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47319 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 175 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 162152 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 6377 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450692.000000 Penalty: 18604.462891
Iteration 138Q: 32 clusters Score -2.745069e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280473 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 705 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 4851 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2475 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47315 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 162125 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 6395 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450726.000000 Penalty: 18604.462891
Iteration 139Q: 32 clusters Score -2.745073e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280477 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 707 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 4847 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47318 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 177 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 139 members 
Mstep: Class 23 contains 162102 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6408 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450726.000000 Penalty: 18604.462891
Iteration 140F: 32 clusters Score -2.745073e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280476 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 711 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 4849 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 7040 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 47325 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 162076 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450750.000000 Penalty: 18604.462891
Iteration 141Q: 32 clusters Score -2.745075e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280463 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 548 members 
Mstep: Class 17 contains 47335 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 162057 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6436 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450754.000000 Penalty: 18604.462891
Iteration 142Q: 32 clusters Score -2.745075e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280461 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 2475 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 7043 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47347 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 162036 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6447 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450742.000000 Penalty: 18604.462891
Iteration 143Q: 32 clusters Score -2.745074e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280473 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 7045 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47353 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 162007 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6456 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450738.000000 Penalty: 18604.462891
Iteration 144Q: 32 clusters Score -2.745074e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280486 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 4851 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 7047 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47353 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161979 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6468 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450764.000000 Penalty: 18604.462891
Iteration 145Q: 32 clusters Score -2.745076e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280499 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 7051 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47351 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161952 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6476 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450740.000000 Penalty: 18604.462891
Iteration 146Q: 32 clusters Score -2.745074e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280504 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 4856 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 7057 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47348 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161930 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6486 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450754.000000 Penalty: 18604.462891
Iteration 147Q: 32 clusters Score -2.745075e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280512 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47347 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161913 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6489 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450758.000000 Penalty: 18604.462891
Iteration 148Q: 32 clusters Score -2.745076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280517 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 4861 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47347 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161904 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6491 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450744.000000 Penalty: 18604.462891
Iteration 149Q: 32 clusters Score -2.745074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280517 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 4866 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47348 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161896 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6492 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450766.000000 Penalty: 18604.462891
Iteration 150Q: 32 clusters Score -2.745077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280524 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47345 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161887 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6496 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450774.000000 Penalty: 18604.462891
Iteration 151Q: 32 clusters Score -2.745077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280527 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 4864 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47349 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161881 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450760.000000 Penalty: 18604.462891
Iteration 152Q: 32 clusters Score -2.745076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280531 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 715 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 4861 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47356 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161874 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6496 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450754.000000 Penalty: 18604.462891
Iteration 153Q: 32 clusters Score -2.745075e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280532 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47360 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161870 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6496 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450758.000000 Penalty: 18604.462891
Iteration 154Q: 32 clusters Score -2.745076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280533 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47362 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161869 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450754.000000 Penalty: 18604.462891
Iteration 155Q: 32 clusters Score -2.745075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280536 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47362 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161866 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450770.000000 Penalty: 18604.462891
Iteration 156Q: 32 clusters Score -2.745077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280539 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47362 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161863 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450762.000000 Penalty: 18604.462891
Iteration 157Q: 32 clusters Score -2.745076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 280539 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47362 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161863 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450762.000000 Penalty: 18604.462891
Iteration 158F: 32 clusters Score -2.745076e+07 nChanged 0
Entering ConstructFrom: 
Score: -27450762.000000 Penalty: 18604.462891
Entering ConstructFrom: 
Trying to split cluster 1 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -12862.005859 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -12862.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12517.743164 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -12517.74 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12602.212891 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -12602.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12627.095703 Penalty: 507.755432
	Iteration 2F: 3 clusters Score -12627.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12631.957031 Penalty: 507.755432
	Iteration 3Q: 3 clusters Score -12631.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12633.787109 Penalty: 507.755432
	Iteration 4Q: 3 clusters Score -12633.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12633.787109 Penalty: 507.755432
	Iteration 5F: 3 clusters Score -12633.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Entering Unmasked Estep 
Score: -206517.406250 Penalty: 378.324829
	Iteration 0F: 2 clusters Score -206517.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -203724.859375 Penalty: 756.649658
	Iteration 0F: 3 clusters Score -203724.9 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -204753.875000 Penalty: 756.649658
	Iteration 1F: 3 clusters Score -204753.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -204920.453125 Penalty: 756.649658
	Iteration 2F: 3 clusters Score -204920.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -205080.812500 Penalty: 756.649658
	Iteration 3F: 3 clusters Score -205080.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -205279.218750 Penalty: 756.649658
	Iteration 4F: 3 clusters Score -205279.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -205510.953125 Penalty: 756.649658
	Iteration 5F: 3 clusters Score -205511 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -205706.218750 Penalty: 756.649658
	Iteration 6F: 3 clusters Score -205706.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -205865.437500 Penalty: 756.649658
	Iteration 7Q: 3 clusters Score -205865.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -206024.656250 Penalty: 756.649658
	Iteration 8Q: 3 clusters Score -206024.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -206146.203125 Penalty: 756.649658
	Iteration 9Q: 3 clusters Score -206146.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -206210.265625 Penalty: 756.649658
	Iteration 10Q: 3 clusters Score -206210.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -206244.656250 Penalty: 756.649658
	Iteration 11Q: 3 clusters Score -206244.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -206262.656250 Penalty: 756.649658
	Iteration 12Q: 3 clusters Score -206262.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -206288.515625 Penalty: 756.649658
	Iteration 13Q: 3 clusters Score -206288.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -206316.562500 Penalty: 756.649658
	Iteration 14Q: 3 clusters Score -206316.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -206333.484375 Penalty: 756.649658
	Iteration 15Q: 3 clusters Score -206333.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -206335.875000 Penalty: 756.649658
	Iteration 16Q: 3 clusters Score -206335.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -206340.796875 Penalty: 756.649658
	Iteration 17Q: 3 clusters Score -206340.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -206367.312500 Penalty: 756.649658
	Iteration 18Q: 3 clusters Score -206367.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -206375.921875 Penalty: 756.649658
	Iteration 19Q: 3 clusters Score -206375.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -206378.750000 Penalty: 756.649658
	Iteration 20F: 3 clusters Score -206378.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -206381.437500 Penalty: 756.649658
	Iteration 21Q: 3 clusters Score -206381.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -206383.250000 Penalty: 756.649658
	Iteration 22Q: 3 clusters Score -206383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -206385.015625 Penalty: 756.649658
	Iteration 23Q: 3 clusters Score -206385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -206387.500000 Penalty: 756.649658
	Iteration 24Q: 3 clusters Score -206387.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -206389.171875 Penalty: 756.649658
	Iteration 25Q: 3 clusters Score -206389.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -206392.953125 Penalty: 756.649658
	Iteration 26Q: 3 clusters Score -206393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -206394.546875 Penalty: 756.649658
	Iteration 27Q: 3 clusters Score -206394.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -206397.578125 Penalty: 756.649658
	Iteration 28Q: 3 clusters Score -206397.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -206401.265625 Penalty: 756.649658
	Iteration 29Q: 3 clusters Score -206401.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -206405.656250 Penalty: 756.649658
	Iteration 30Q: 3 clusters Score -206405.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -206408.750000 Penalty: 756.649658
	Iteration 31Q: 3 clusters Score -206408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -206410.046875 Penalty: 756.649658
	Iteration 32Q: 3 clusters Score -206410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -206411.109375 Penalty: 756.649658
	Iteration 33Q: 3 clusters Score -206411.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -206412.015625 Penalty: 756.649658
	Iteration 34F: 3 clusters Score -206412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -206412.687500 Penalty: 756.649658
	Iteration 35Q: 3 clusters Score -206412.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -206413.343750 Penalty: 756.649658
	Iteration 36Q: 3 clusters Score -206413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -206413.500000 Penalty: 756.649658
	Iteration 37Q: 3 clusters Score -206413.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -206413.500000 Penalty: 756.649658
	Iteration 38F: 3 clusters Score -206413.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (280539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280539 members 
Entering Unmasked Estep 
Score: -14877117.000000 Penalty: 570.773315
	Iteration 0F: 2 clusters Score -1.487712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140767 members 
Mstep: Class 2 contains 139772 members 
Entering Unmasked Estep 
Score: -14691815.000000 Penalty: 1141.546631
	Iteration 0F: 3 clusters Score -1.469182e+07 nChanged 138548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160201 members 
Mstep: Class 2 contains 120338 members 
Entering Unmasked Estep 
Score: -14785907.000000 Penalty: 1141.546631
	Iteration 1F: 3 clusters Score -1.478591e+07 nChanged 17677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171784 members 
Mstep: Class 2 contains 108755 members 
Entering Unmasked Estep 
Score: -14797663.000000 Penalty: 1141.546631
	Iteration 2F: 3 clusters Score -1.479766e+07 nChanged 19618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183396 members 
Mstep: Class 2 contains 97143 members 
Entering Unmasked Estep 
Score: -14812816.000000 Penalty: 1141.546631
	Iteration 3F: 3 clusters Score -1.481282e+07 nChanged 19136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192428 members 
Mstep: Class 2 contains 88111 members 
Entering Unmasked Estep 
Score: -14827632.000000 Penalty: 1141.546631
	Iteration 4F: 3 clusters Score -1.482763e+07 nChanged 15935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197577 members 
Mstep: Class 2 contains 82962 members 
Entering Unmasked Estep 
Score: -14837471.000000 Penalty: 1141.546631
	Iteration 5F: 3 clusters Score -1.483747e+07 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200645 members 
Mstep: Class 2 contains 79894 members 
Entering Unmasked Estep 
Score: -14841427.000000 Penalty: 1141.546631
	Iteration 6Q: 3 clusters Score -1.484143e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203386 members 
Mstep: Class 2 contains 77153 members 
Entering Unmasked Estep 
Score: -14843314.000000 Penalty: 1141.546631
	Iteration 7Q: 3 clusters Score -1.484331e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206172 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -14844431.000000 Penalty: 1141.546631
	Iteration 8Q: 3 clusters Score -1.484443e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209096 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -14845778.000000 Penalty: 1141.546631
	Iteration 9Q: 3 clusters Score -1.484578e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212126 members 
Mstep: Class 2 contains 68413 members 
Entering Unmasked Estep 
Score: -14846950.000000 Penalty: 1141.546631
	Iteration 10Q: 3 clusters Score -1.484695e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214990 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -14848017.000000 Penalty: 1141.546631
	Iteration 11Q: 3 clusters Score -1.484802e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217946 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -14849383.000000 Penalty: 1141.546631
	Iteration 12Q: 3 clusters Score -1.484938e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220979 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -14850692.000000 Penalty: 1141.546631
	Iteration 13Q: 3 clusters Score -1.485069e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223969 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -14852159.000000 Penalty: 1141.546631
	Iteration 14Q: 3 clusters Score -1.485216e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226987 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -14853427.000000 Penalty: 1141.546631
	Iteration 15Q: 3 clusters Score -1.485343e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230050 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -14854866.000000 Penalty: 1141.546631
	Iteration 16Q: 3 clusters Score -1.485487e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233107 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -14856146.000000 Penalty: 1141.546631
	Iteration 17Q: 3 clusters Score -1.485615e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236251 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -14857572.000000 Penalty: 1141.546631
	Iteration 18Q: 3 clusters Score -1.485757e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239440 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -14858927.000000 Penalty: 1141.546631
	Iteration 19Q: 3 clusters Score -1.485893e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242618 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -14860604.000000 Penalty: 1141.546631
	Iteration 20F: 3 clusters Score -1.48606e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245861 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -14862406.000000 Penalty: 1141.546631
	Iteration 21Q: 3 clusters Score -1.486241e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249060 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -14864114.000000 Penalty: 1141.546631
	Iteration 22Q: 3 clusters Score -1.486411e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252229 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -14866027.000000 Penalty: 1141.546631
	Iteration 23Q: 3 clusters Score -1.486603e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255454 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -14868083.000000 Penalty: 1141.546631
	Iteration 24Q: 3 clusters Score -1.486808e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258557 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -14870230.000000 Penalty: 1141.546631
	Iteration 25Q: 3 clusters Score -1.487023e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261357 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -14872406.000000 Penalty: 1141.546631
	Iteration 26Q: 3 clusters Score -1.487241e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263783 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -14874146.000000 Penalty: 1141.546631
	Iteration 27Q: 3 clusters Score -1.487415e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265720 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -14875870.000000 Penalty: 1141.546631
	Iteration 28Q: 3 clusters Score -1.487587e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267319 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -14877421.000000 Penalty: 1141.546631
	Iteration 29Q: 3 clusters Score -1.487742e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268578 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -14878567.000000 Penalty: 1141.546631
	Iteration 30Q: 3 clusters Score -1.487857e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269550 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -14879146.000000 Penalty: 1141.546631
	Iteration 31Q: 3 clusters Score -1.487915e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270305 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -14879518.000000 Penalty: 1141.546631
	Iteration 32Q: 3 clusters Score -1.487952e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270935 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -14879775.000000 Penalty: 1141.546631
	Iteration 33Q: 3 clusters Score -1.487978e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271427 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -14879844.000000 Penalty: 1141.546631
	Iteration 34Q: 3 clusters Score -1.487984e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271828 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -14879925.000000 Penalty: 1141.546631
	Iteration 35Q: 3 clusters Score -1.487992e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272163 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -14879951.000000 Penalty: 1141.546631
	Iteration 36Q: 3 clusters Score -1.487995e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272435 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -14880015.000000 Penalty: 1141.546631
	Iteration 37Q: 3 clusters Score -1.488002e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272667 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -14880052.000000 Penalty: 1141.546631
	Iteration 38Q: 3 clusters Score -1.488005e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272858 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -14880039.000000 Penalty: 1141.546631
	Iteration 39Q: 3 clusters Score -1.488004e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273028 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -14880066.000000 Penalty: 1141.546631
	Iteration 40F: 3 clusters Score -1.488007e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273193 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -14880051.000000 Penalty: 1141.546631
	Iteration 41Q: 3 clusters Score -1.488005e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273340 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -14880046.000000 Penalty: 1141.546631
	Iteration 42Q: 3 clusters Score -1.488005e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273466 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -14880056.000000 Penalty: 1141.546631
	Iteration 43Q: 3 clusters Score -1.488006e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273564 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -14880027.000000 Penalty: 1141.546631
	Iteration 44Q: 3 clusters Score -1.488003e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273644 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -14880005.000000 Penalty: 1141.546631
	Iteration 45Q: 3 clusters Score -1.488e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273724 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -14879971.000000 Penalty: 1141.546631
	Iteration 46Q: 3 clusters Score -1.487997e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273807 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -14879983.000000 Penalty: 1141.546631
	Iteration 47Q: 3 clusters Score -1.487998e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273880 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -14880007.000000 Penalty: 1141.546631
	Iteration 48Q: 3 clusters Score -1.488001e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273936 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -14880015.000000 Penalty: 1141.546631
	Iteration 49Q: 3 clusters Score -1.488002e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273976 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -14880012.000000 Penalty: 1141.546631
	Iteration 50Q: 3 clusters Score -1.488001e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274008 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -14879997.000000 Penalty: 1141.546631
	Iteration 51Q: 3 clusters Score -1.488e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274039 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -14880006.000000 Penalty: 1141.546631
	Iteration 52Q: 3 clusters Score -1.488001e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274074 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -14880007.000000 Penalty: 1141.546631
	Iteration 53Q: 3 clusters Score -1.488001e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274100 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -14879998.000000 Penalty: 1141.546631
	Iteration 54Q: 3 clusters Score -1.488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274112 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -14880005.000000 Penalty: 1141.546631
	Iteration 55Q: 3 clusters Score -1.488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274117 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -14880007.000000 Penalty: 1141.546631
	Iteration 56Q: 3 clusters Score -1.488001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274123 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -14880003.000000 Penalty: 1141.546631
	Iteration 57Q: 3 clusters Score -1.488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274130 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -14880006.000000 Penalty: 1141.546631
	Iteration 58Q: 3 clusters Score -1.488001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274139 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -14880003.000000 Penalty: 1141.546631
	Iteration 59Q: 3 clusters Score -1.488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274143 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -14880006.000000 Penalty: 1141.546631
	Iteration 60F: 3 clusters Score -1.488001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274148 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -14880023.000000 Penalty: 1141.546631
	Iteration 61Q: 3 clusters Score -1.488002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274153 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -14880020.000000 Penalty: 1141.546631
	Iteration 62Q: 3 clusters Score -1.488002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274158 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -14880011.000000 Penalty: 1141.546631
	Iteration 63Q: 3 clusters Score -1.488001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274161 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -14880020.000000 Penalty: 1141.546631
	Iteration 64Q: 3 clusters Score -1.488002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274163 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -14880016.000000 Penalty: 1141.546631
	Iteration 65Q: 3 clusters Score -1.488002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274165 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -14880019.000000 Penalty: 1141.546631
	Iteration 66Q: 3 clusters Score -1.488002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274168 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -14880017.000000 Penalty: 1141.546631
	Iteration 67Q: 3 clusters Score -1.488002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274171 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -14880018.000000 Penalty: 1141.546631
	Iteration 68Q: 3 clusters Score -1.488002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274175 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -14880018.000000 Penalty: 1141.546631
	Iteration 69Q: 3 clusters Score -1.488002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274178 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -14880017.000000 Penalty: 1141.546631
	Iteration 70Q: 3 clusters Score -1.488002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274180 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -14880023.000000 Penalty: 1141.546631
	Iteration 71Q: 3 clusters Score -1.488002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274181 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -14880019.000000 Penalty: 1141.546631
	Iteration 72Q: 3 clusters Score -1.488002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274181 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -14880019.000000 Penalty: 1141.546631
	Iteration 73F: 3 clusters Score -1.488002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 274181 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47362 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161863 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 6358 members 
Entering Unmasked Estep 
Score: -27453824.000000 Penalty: 19204.605469
Splitting cluster 3 changes total score from -27450762.000000 to -27453824.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 4 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6345.791992 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6345.792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6105.781250 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6105.781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6166.750000 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6166.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6295.667969 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6295.668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6349.560059 Penalty: 449.037140
	Iteration 3F: 3 clusters Score -6349.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -6388.041504 Penalty: 449.037140
	Iteration 4F: 3 clusters Score -6388.042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -6426.497559 Penalty: 449.037140
	Iteration 5F: 3 clusters Score -6426.498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -6439.317871 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6439.318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -6442.638184 Penalty: 449.037140
	Iteration 7Q: 3 clusters Score -6442.638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -6442.638184 Penalty: 449.037140
	Iteration 8F: 3 clusters Score -6442.638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 274181 members 
Mstep: Class 4 contains 122 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47362 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161863 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 6358 members 
Mstep: Class 33 contains 17 members 
Entering Unmasked Estep 
Score: -27453542.000000 Penalty: 19804.750000
Splitting cluster 4 changes total score from -27450762.000000 to -27453542.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 5 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -53121.511719 Penalty: 315.203888
	Iteration 0F: 2 clusters Score -53121.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -52335.707031 Penalty: 630.407776
	Iteration 0F: 3 clusters Score -52335.71 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -52640.769531 Penalty: 630.407776
	Iteration 1F: 3 clusters Score -52640.77 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -52718.925781 Penalty: 630.407776
	Iteration 2F: 3 clusters Score -52718.93 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -52776.113281 Penalty: 630.407776
	Iteration 3F: 3 clusters Score -52776.11 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -52820.519531 Penalty: 630.407776
	Iteration 4F: 3 clusters Score -52820.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -52867.460938 Penalty: 630.407776
	Iteration 5Q: 3 clusters Score -52867.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -52907.722656 Penalty: 630.407776
	Iteration 6Q: 3 clusters Score -52907.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -52931.671875 Penalty: 630.407776
	Iteration 7Q: 3 clusters Score -52931.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -52945.488281 Penalty: 630.407776
	Iteration 8Q: 3 clusters Score -52945.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -52954.957031 Penalty: 630.407776
	Iteration 9Q: 3 clusters Score -52954.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -52962.601562 Penalty: 630.407776
	Iteration 10Q: 3 clusters Score -52962.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -52969.371094 Penalty: 630.407776
	Iteration 11Q: 3 clusters Score -52969.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -52974.492188 Penalty: 630.407776
	Iteration 12Q: 3 clusters Score -52974.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -52979.062500 Penalty: 630.407776
	Iteration 13Q: 3 clusters Score -52979.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -52983.578125 Penalty: 630.407776
	Iteration 14Q: 3 clusters Score -52983.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -52985.667969 Penalty: 630.407776
	Iteration 15Q: 3 clusters Score -52985.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -52986.449219 Penalty: 630.407776
	Iteration 16Q: 3 clusters Score -52986.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -52986.449219 Penalty: 630.407776
	Iteration 17F: 3 clusters Score -52986.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -33942.816406 Penalty: 299.102448
	Iteration 0F: 2 clusters Score -33942.82 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 355 members 
Entering Unmasked Estep 
Score: -33317.214844 Penalty: 598.204895
	Iteration 0F: 3 clusters Score -33317.21 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -33470.558594 Penalty: 598.204895
	Iteration 1F: 3 clusters Score -33470.56 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -33509.218750 Penalty: 598.204895
	Iteration 2F: 3 clusters Score -33509.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33537.660156 Penalty: 598.204895
	Iteration 3Q: 3 clusters Score -33537.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -33553.843750 Penalty: 598.204895
	Iteration 4Q: 3 clusters Score -33553.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33564.910156 Penalty: 598.204895
	Iteration 5Q: 3 clusters Score -33564.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -33576.031250 Penalty: 598.204895
	Iteration 6Q: 3 clusters Score -33576.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33585.386719 Penalty: 598.204895
	Iteration 7Q: 3 clusters Score -33585.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33601.863281 Penalty: 598.204895
	Iteration 8Q: 3 clusters Score -33601.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -33611.804688 Penalty: 598.204895
	Iteration 9Q: 3 clusters Score -33611.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -33619.304688 Penalty: 598.204895
	Iteration 10Q: 3 clusters Score -33619.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -33627.156250 Penalty: 598.204895
	Iteration 11Q: 3 clusters Score -33627.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -33636.136719 Penalty: 598.204895
	Iteration 12Q: 3 clusters Score -33636.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -33640.585938 Penalty: 598.204895
	Iteration 13Q: 3 clusters Score -33640.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -33642.703125 Penalty: 598.204895
	Iteration 14Q: 3 clusters Score -33642.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -33646.621094 Penalty: 598.204895
	Iteration 15Q: 3 clusters Score -33646.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -33648.945312 Penalty: 598.204895
	Iteration 16Q: 3 clusters Score -33648.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33649.718750 Penalty: 598.204895
	Iteration 17Q: 3 clusters Score -33649.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33649.718750 Penalty: 598.204895
	Iteration 18F: 3 clusters Score -33649.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Entering Unmasked Estep 
Score: -133460.453125 Penalty: 355.500000
	Iteration 0F: 2 clusters Score -133460.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -131746.656250 Penalty: 711.000000
	Iteration 0F: 3 clusters Score -131746.7 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -132328.421875 Penalty: 711.000000
	Iteration 1F: 3 clusters Score -132328.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -132414.359375 Penalty: 711.000000
	Iteration 2F: 3 clusters Score -132414.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -132501.984375 Penalty: 711.000000
	Iteration 3F: 3 clusters Score -132502 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -132590.484375 Penalty: 711.000000
	Iteration 4F: 3 clusters Score -132590.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -132690.984375 Penalty: 711.000000
	Iteration 5F: 3 clusters Score -132691 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -132795.109375 Penalty: 711.000000
	Iteration 6Q: 3 clusters Score -132795.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -132929.296875 Penalty: 711.000000
	Iteration 7F: 3 clusters Score -132929.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -133057.625000 Penalty: 711.000000
	Iteration 8F: 3 clusters Score -133057.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -133188.171875 Penalty: 711.000000
	Iteration 9Q: 3 clusters Score -133188.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -133322.734375 Penalty: 711.000000
	Iteration 10F: 3 clusters Score -133322.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -133426.046875 Penalty: 711.000000
	Iteration 11Q: 3 clusters Score -133426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -133494.375000 Penalty: 711.000000
	Iteration 12Q: 3 clusters Score -133494.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -133533.375000 Penalty: 711.000000
	Iteration 13Q: 3 clusters Score -133533.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -133556.609375 Penalty: 711.000000
	Iteration 14Q: 3 clusters Score -133556.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -133579.093750 Penalty: 711.000000
	Iteration 15Q: 3 clusters Score -133579.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -133590.234375 Penalty: 711.000000
	Iteration 16Q: 3 clusters Score -133590.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -133596.046875 Penalty: 711.000000
	Iteration 17Q: 3 clusters Score -133596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -133598.562500 Penalty: 711.000000
	Iteration 18Q: 3 clusters Score -133598.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -133599.890625 Penalty: 711.000000
	Iteration 19Q: 3 clusters Score -133599.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -133600.375000 Penalty: 711.000000
	Iteration 20F: 3 clusters Score -133600.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -133601.718750 Penalty: 711.000000
	Iteration 21Q: 3 clusters Score -133601.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -133603.765625 Penalty: 711.000000
	Iteration 22Q: 3 clusters Score -133603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -133604.328125 Penalty: 711.000000
	Iteration 23Q: 3 clusters Score -133604.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -133604.703125 Penalty: 711.000000
	Iteration 24Q: 3 clusters Score -133604.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -133604.687500 Penalty: 711.000000
	Iteration 25Q: 3 clusters Score -133604.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -133604.796875 Penalty: 711.000000
	Iteration 26Q: 3 clusters Score -133604.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -133604.828125 Penalty: 711.000000
	Iteration 27Q: 3 clusters Score -133604.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -133604.937500 Penalty: 711.000000
	Iteration 28Q: 3 clusters Score -133604.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -133604.937500 Penalty: 711.000000
	Iteration 29F: 3 clusters Score -133604.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 274181 members 
Mstep: Class 4 contains 122 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47362 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161863 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 6358 members 
Mstep: Class 33 contains 17 members 
Mstep: Class 34 contains 1171 members 
Entering Unmasked Estep 
Score: -27453420.000000 Penalty: 20404.894531
Splitting cluster 7 changes total score from -27450762.000000 to -27453420.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 8 (4854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Entering Unmasked Estep 
Score: -259830.265625 Penalty: 386.183899
	Iteration 0F: 2 clusters Score -259830.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -256528.453125 Penalty: 772.367798
	Iteration 0F: 3 clusters Score -256528.5 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -257696.640625 Penalty: 772.367798
	Iteration 1F: 3 clusters Score -257696.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -257820.515625 Penalty: 772.367798
	Iteration 2F: 3 clusters Score -257820.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -257969.609375 Penalty: 772.367798
	Iteration 3F: 3 clusters Score -257969.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -258169.828125 Penalty: 772.367798
	Iteration 4F: 3 clusters Score -258169.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -258432.000000 Penalty: 772.367798
	Iteration 5F: 3 clusters Score -258432 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -258714.500000 Penalty: 772.367798
	Iteration 6F: 3 clusters Score -258714.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -258969.562500 Penalty: 772.367798
	Iteration 7F: 3 clusters Score -258969.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -259141.265625 Penalty: 772.367798
	Iteration 8Q: 3 clusters Score -259141.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -259250.343750 Penalty: 772.367798
	Iteration 9Q: 3 clusters Score -259250.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -259349.484375 Penalty: 772.367798
	Iteration 10Q: 3 clusters Score -259349.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -259416.671875 Penalty: 772.367798
	Iteration 11Q: 3 clusters Score -259416.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -259459.234375 Penalty: 772.367798
	Iteration 12Q: 3 clusters Score -259459.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -259493.265625 Penalty: 772.367798
	Iteration 13Q: 3 clusters Score -259493.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -259511.093750 Penalty: 772.367798
	Iteration 14Q: 3 clusters Score -259511.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -259519.390625 Penalty: 772.367798
	Iteration 15Q: 3 clusters Score -259519.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -259524.609375 Penalty: 772.367798
	Iteration 16Q: 3 clusters Score -259524.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -259528.546875 Penalty: 772.367798
	Iteration 17Q: 3 clusters Score -259528.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -259533.125000 Penalty: 772.367798
	Iteration 18Q: 3 clusters Score -259533.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -259538.828125 Penalty: 772.367798
	Iteration 19Q: 3 clusters Score -259538.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -259541.968750 Penalty: 772.367798
	Iteration 20F: 3 clusters Score -259542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -259544.203125 Penalty: 772.367798
	Iteration 21Q: 3 clusters Score -259544.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -259546.781250 Penalty: 772.367798
	Iteration 22Q: 3 clusters Score -259546.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -259549.640625 Penalty: 772.367798
	Iteration 23Q: 3 clusters Score -259549.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -259551.343750 Penalty: 772.367798
	Iteration 24Q: 3 clusters Score -259551.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -259554.171875 Penalty: 772.367798
	Iteration 25Q: 3 clusters Score -259554.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -259555.578125 Penalty: 772.367798
	Iteration 26Q: 3 clusters Score -259555.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -259556.750000 Penalty: 772.367798
	Iteration 27Q: 3 clusters Score -259556.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -259557.890625 Penalty: 772.367798
	Iteration 28Q: 3 clusters Score -259557.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -259557.781250 Penalty: 772.367798
	Iteration 29Q: 3 clusters Score -259557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -259558.531250 Penalty: 772.367798
	Iteration 30Q: 3 clusters Score -259558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -259558.140625 Penalty: 772.367798
	Iteration 31Q: 3 clusters Score -259558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -259558.546875 Penalty: 772.367798
	Iteration 32Q: 3 clusters Score -259558.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -259559.343750 Penalty: 772.367798
	Iteration 33Q: 3 clusters Score -259559.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -259560.687500 Penalty: 772.367798
	Iteration 34Q: 3 clusters Score -259560.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -259561.015625 Penalty: 772.367798
	Iteration 35Q: 3 clusters Score -259561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -259561.390625 Penalty: 772.367798
	Iteration 36Q: 3 clusters Score -259561.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -259561.281250 Penalty: 772.367798
	Iteration 37Q: 3 clusters Score -259561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -259562.421875 Penalty: 772.367798
	Iteration 38Q: 3 clusters Score -259562.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -259561.968750 Penalty: 772.367798
	Iteration 39Q: 3 clusters Score -259562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -259562.265625 Penalty: 772.367798
	Iteration 40F: 3 clusters Score -259562.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -12510.506836 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -12510.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12188.939453 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -12188.94 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12251.198242 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -12251.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12275.766602 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -12275.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12281.792969 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -12281.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12283.801758 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -12283.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12286.362305 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -12286.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12288.167969 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -12288.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12288.167969 Penalty: 503.538452
	Iteration 7F: 3 clusters Score -12288.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -116818.578125 Penalty: 348.685059
	Iteration 0F: 2 clusters Score -116818.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -115267.531250 Penalty: 697.370117
	Iteration 0F: 3 clusters Score -115267.5 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -115782.476562 Penalty: 697.370117
	Iteration 1F: 3 clusters Score -115782.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -115865.281250 Penalty: 697.370117
	Iteration 2F: 3 clusters Score -115865.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -115950.843750 Penalty: 697.370117
	Iteration 3F: 3 clusters Score -115950.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -116057.921875 Penalty: 697.370117
	Iteration 4F: 3 clusters Score -116057.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -116181.203125 Penalty: 697.370117
	Iteration 5F: 3 clusters Score -116181.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -116291.421875 Penalty: 697.370117
	Iteration 6F: 3 clusters Score -116291.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -116375.812500 Penalty: 697.370117
	Iteration 7Q: 3 clusters Score -116375.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -116428.906250 Penalty: 697.370117
	Iteration 8Q: 3 clusters Score -116428.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -116464.781250 Penalty: 697.370117
	Iteration 9Q: 3 clusters Score -116464.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -116485.703125 Penalty: 697.370117
	Iteration 10Q: 3 clusters Score -116485.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -116496.695312 Penalty: 697.370117
	Iteration 11Q: 3 clusters Score -116496.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -116508.015625 Penalty: 697.370117
	Iteration 12Q: 3 clusters Score -116508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -116518.500000 Penalty: 697.370117
	Iteration 13Q: 3 clusters Score -116518.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -116529.007812 Penalty: 697.370117
	Iteration 14Q: 3 clusters Score -116529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -116537.812500 Penalty: 697.370117
	Iteration 15Q: 3 clusters Score -116537.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -116550.414062 Penalty: 697.370117
	Iteration 16Q: 3 clusters Score -116550.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -116561.640625 Penalty: 697.370117
	Iteration 17Q: 3 clusters Score -116561.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -116572.523438 Penalty: 697.370117
	Iteration 18Q: 3 clusters Score -116572.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -116583.398438 Penalty: 697.370117
	Iteration 19Q: 3 clusters Score -116583.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -116589.367188 Penalty: 697.370117
	Iteration 20F: 3 clusters Score -116589.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -116591.218750 Penalty: 697.370117
	Iteration 21Q: 3 clusters Score -116591.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -116591.812500 Penalty: 697.370117
	Iteration 22Q: 3 clusters Score -116591.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -116592.390625 Penalty: 697.370117
	Iteration 23Q: 3 clusters Score -116592.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -116592.359375 Penalty: 697.370117
	Iteration 24Q: 3 clusters Score -116592.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -116592.359375 Penalty: 697.370117
	Iteration 25F: 3 clusters Score -116592.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Entering Unmasked Estep 
Score: -130604.820312 Penalty: 355.738586
	Iteration 0F: 2 clusters Score -130604.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -128817.062500 Penalty: 711.477173
	Iteration 0F: 3 clusters Score -128817.1 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -129458.695312 Penalty: 711.477173
	Iteration 1F: 3 clusters Score -129458.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -129576.125000 Penalty: 711.477173
	Iteration 2F: 3 clusters Score -129576.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -129716.859375 Penalty: 711.477173
	Iteration 3F: 3 clusters Score -129716.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -129860.734375 Penalty: 711.477173
	Iteration 4F: 3 clusters Score -129860.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -129980.687500 Penalty: 711.477173
	Iteration 5F: 3 clusters Score -129980.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -130073.703125 Penalty: 711.477173
	Iteration 6F: 3 clusters Score -130073.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -130123.789062 Penalty: 711.477173
	Iteration 7Q: 3 clusters Score -130123.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -130154.039062 Penalty: 711.477173
	Iteration 8Q: 3 clusters Score -130154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -130175.226562 Penalty: 711.477173
	Iteration 9Q: 3 clusters Score -130175.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -130190.601562 Penalty: 711.477173
	Iteration 10Q: 3 clusters Score -130190.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -130197.992188 Penalty: 711.477173
	Iteration 11Q: 3 clusters Score -130198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -130203.718750 Penalty: 711.477173
	Iteration 12Q: 3 clusters Score -130203.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -130213.671875 Penalty: 711.477173
	Iteration 13Q: 3 clusters Score -130213.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -130228.226562 Penalty: 711.477173
	Iteration 14Q: 3 clusters Score -130228.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -130242.648438 Penalty: 711.477173
	Iteration 15Q: 3 clusters Score -130242.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -130259.757812 Penalty: 711.477173
	Iteration 16Q: 3 clusters Score -130259.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -130270.843750 Penalty: 711.477173
	Iteration 17Q: 3 clusters Score -130270.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -130279.609375 Penalty: 711.477173
	Iteration 18Q: 3 clusters Score -130279.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -130287.062500 Penalty: 711.477173
	Iteration 19Q: 3 clusters Score -130287.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -130298.453125 Penalty: 711.477173
	Iteration 20F: 3 clusters Score -130298.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -130311.765625 Penalty: 711.477173
	Iteration 21Q: 3 clusters Score -130311.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -130328.390625 Penalty: 711.477173
	Iteration 22Q: 3 clusters Score -130328.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -130343.015625 Penalty: 711.477173
	Iteration 23Q: 3 clusters Score -130343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -130356.554688 Penalty: 711.477173
	Iteration 24Q: 3 clusters Score -130356.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -130380.773438 Penalty: 711.477173
	Iteration 25Q: 3 clusters Score -130380.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -130399.656250 Penalty: 711.477173
	Iteration 26Q: 3 clusters Score -130399.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -130409.523438 Penalty: 711.477173
	Iteration 27Q: 3 clusters Score -130409.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -130419.976562 Penalty: 711.477173
	Iteration 28Q: 3 clusters Score -130420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -130428.648438 Penalty: 711.477173
	Iteration 29Q: 3 clusters Score -130428.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -130437.046875 Penalty: 711.477173
	Iteration 30Q: 3 clusters Score -130437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -130444.187500 Penalty: 711.477173
	Iteration 31Q: 3 clusters Score -130444.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -130450.054688 Penalty: 711.477173
	Iteration 32Q: 3 clusters Score -130450.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -130456.132812 Penalty: 711.477173
	Iteration 33Q: 3 clusters Score -130456.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -130459.851562 Penalty: 711.477173
	Iteration 34Q: 3 clusters Score -130459.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -130462.726562 Penalty: 711.477173
	Iteration 35Q: 3 clusters Score -130462.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -130466.765625 Penalty: 711.477173
	Iteration 36Q: 3 clusters Score -130466.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -130470.132812 Penalty: 711.477173
	Iteration 37Q: 3 clusters Score -130470.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -130471.109375 Penalty: 711.477173
	Iteration 38Q: 3 clusters Score -130471.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -130471.648438 Penalty: 711.477173
	Iteration 39Q: 3 clusters Score -130471.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -130471.890625 Penalty: 711.477173
	Iteration 40F: 3 clusters Score -130471.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -130472.523438 Penalty: 711.477173
	Iteration 41Q: 3 clusters Score -130472.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -130473.468750 Penalty: 711.477173
	Iteration 42Q: 3 clusters Score -130473.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -130474.601562 Penalty: 711.477173
	Iteration 43Q: 3 clusters Score -130474.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -130475.406250 Penalty: 711.477173
	Iteration 44Q: 3 clusters Score -130475.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -130475.773438 Penalty: 711.477173
	Iteration 45Q: 3 clusters Score -130475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -130475.914062 Penalty: 711.477173
	Iteration 46Q: 3 clusters Score -130475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -130476.351562 Penalty: 711.477173
	Iteration 47Q: 3 clusters Score -130476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -130476.476562 Penalty: 711.477173
	Iteration 48Q: 3 clusters Score -130476.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -130476.476562 Penalty: 711.477173
	Iteration 49F: 3 clusters Score -130476.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Entering Unmasked Estep 
Score: -411693.812500 Penalty: 403.243011
	Iteration 0F: 2 clusters Score -411693.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -406900.125000 Penalty: 806.486023
	Iteration 0F: 3 clusters Score -406900.1 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -408641.781250 Penalty: 806.486023
	Iteration 1F: 3 clusters Score -408641.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -408753.031250 Penalty: 806.486023
	Iteration 2Q: 3 clusters Score -408753 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -408859.000000 Penalty: 806.486023
	Iteration 3Q: 3 clusters Score -408859 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -408981.218750 Penalty: 806.486023
	Iteration 4Q: 3 clusters Score -408981.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -409151.093750 Penalty: 806.486023
	Iteration 5Q: 3 clusters Score -409151.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -409413.250000 Penalty: 806.486023
	Iteration 6F: 3 clusters Score -409413.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -409767.812500 Penalty: 806.486023
	Iteration 7F: 3 clusters Score -409767.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -410105.625000 Penalty: 806.486023
	Iteration 8F: 3 clusters Score -410105.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -410300.062500 Penalty: 806.486023
	Iteration 9Q: 3 clusters Score -410300.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -410425.718750 Penalty: 806.486023
	Iteration 10Q: 3 clusters Score -410425.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -410511.156250 Penalty: 806.486023
	Iteration 11Q: 3 clusters Score -410511.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -410584.312500 Penalty: 806.486023
	Iteration 12Q: 3 clusters Score -410584.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -410657.562500 Penalty: 806.486023
	Iteration 13Q: 3 clusters Score -410657.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -410712.718750 Penalty: 806.486023
	Iteration 14Q: 3 clusters Score -410712.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -410750.906250 Penalty: 806.486023
	Iteration 15Q: 3 clusters Score -410750.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -410790.875000 Penalty: 806.486023
	Iteration 16Q: 3 clusters Score -410790.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -410831.218750 Penalty: 806.486023
	Iteration 17Q: 3 clusters Score -410831.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -410858.750000 Penalty: 806.486023
	Iteration 18Q: 3 clusters Score -410858.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -410882.656250 Penalty: 806.486023
	Iteration 19Q: 3 clusters Score -410882.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -410910.031250 Penalty: 806.486023
	Iteration 20F: 3 clusters Score -410910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -410931.375000 Penalty: 806.486023
	Iteration 21Q: 3 clusters Score -410931.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -410951.562500 Penalty: 806.486023
	Iteration 22Q: 3 clusters Score -410951.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -410966.156250 Penalty: 806.486023
	Iteration 23Q: 3 clusters Score -410966.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -410976.687500 Penalty: 806.486023
	Iteration 24Q: 3 clusters Score -410976.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -410984.218750 Penalty: 806.486023
	Iteration 25Q: 3 clusters Score -410984.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -410994.406250 Penalty: 806.486023
	Iteration 26Q: 3 clusters Score -410994.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -411008.093750 Penalty: 806.486023
	Iteration 27Q: 3 clusters Score -411008.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -411023.031250 Penalty: 806.486023
	Iteration 28Q: 3 clusters Score -411023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -411035.375000 Penalty: 806.486023
	Iteration 29Q: 3 clusters Score -411035.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -411056.750000 Penalty: 806.486023
	Iteration 30Q: 3 clusters Score -411056.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -411079.062500 Penalty: 806.486023
	Iteration 31Q: 3 clusters Score -411079.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -411098.500000 Penalty: 806.486023
	Iteration 32Q: 3 clusters Score -411098.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -411112.625000 Penalty: 806.486023
	Iteration 33Q: 3 clusters Score -411112.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -411125.906250 Penalty: 806.486023
	Iteration 34Q: 3 clusters Score -411125.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -411138.156250 Penalty: 806.486023
	Iteration 35Q: 3 clusters Score -411138.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -411148.625000 Penalty: 806.486023
	Iteration 36Q: 3 clusters Score -411148.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -411161.312500 Penalty: 806.486023
	Iteration 37Q: 3 clusters Score -411161.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -411172.000000 Penalty: 806.486023
	Iteration 38Q: 3 clusters Score -411172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -411182.843750 Penalty: 806.486023
	Iteration 39Q: 3 clusters Score -411182.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -411193.062500 Penalty: 806.486023
	Iteration 40F: 3 clusters Score -411193.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -411206.875000 Penalty: 806.486023
	Iteration 41Q: 3 clusters Score -411206.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -411224.250000 Penalty: 806.486023
	Iteration 42Q: 3 clusters Score -411224.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -411240.343750 Penalty: 806.486023
	Iteration 43Q: 3 clusters Score -411240.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -411256.843750 Penalty: 806.486023
	Iteration 44Q: 3 clusters Score -411256.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -411269.562500 Penalty: 806.486023
	Iteration 45Q: 3 clusters Score -411269.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -411276.625000 Penalty: 806.486023
	Iteration 46Q: 3 clusters Score -411276.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -411280.093750 Penalty: 806.486023
	Iteration 47Q: 3 clusters Score -411280.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -411283.843750 Penalty: 806.486023
	Iteration 48Q: 3 clusters Score -411283.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -411288.718750 Penalty: 806.486023
	Iteration 49Q: 3 clusters Score -411288.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -411293.187500 Penalty: 806.486023
	Iteration 50Q: 3 clusters Score -411293.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -411300.843750 Penalty: 806.486023
	Iteration 51Q: 3 clusters Score -411300.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -411312.750000 Penalty: 806.486023
	Iteration 52Q: 3 clusters Score -411312.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -411324.562500 Penalty: 806.486023
	Iteration 53Q: 3 clusters Score -411324.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -411327.531250 Penalty: 806.486023
	Iteration 54Q: 3 clusters Score -411327.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -411330.406250 Penalty: 806.486023
	Iteration 55Q: 3 clusters Score -411330.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -411330.875000 Penalty: 806.486023
	Iteration 56Q: 3 clusters Score -411330.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -411333.406250 Penalty: 806.486023
	Iteration 57Q: 3 clusters Score -411333.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -411335.468750 Penalty: 806.486023
	Iteration 58Q: 3 clusters Score -411335.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -411339.062500 Penalty: 806.486023
	Iteration 59Q: 3 clusters Score -411339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -411343.031250 Penalty: 806.486023
	Iteration 60F: 3 clusters Score -411343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -411345.750000 Penalty: 806.486023
	Iteration 61Q: 3 clusters Score -411345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -411346.000000 Penalty: 806.486023
	Iteration 62Q: 3 clusters Score -411346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -411349.343750 Penalty: 806.486023
	Iteration 63Q: 3 clusters Score -411349.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -411352.312500 Penalty: 806.486023
	Iteration 64Q: 3 clusters Score -411352.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -411353.875000 Penalty: 806.486023
	Iteration 65Q: 3 clusters Score -411353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -411355.218750 Penalty: 806.486023
	Iteration 66Q: 3 clusters Score -411355.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -411357.781250 Penalty: 806.486023
	Iteration 67Q: 3 clusters Score -411357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -411359.593750 Penalty: 806.486023
	Iteration 68Q: 3 clusters Score -411359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -411360.750000 Penalty: 806.486023
	Iteration 69Q: 3 clusters Score -411360.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -411360.750000 Penalty: 806.486023
	Iteration 70F: 3 clusters Score -411360.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -46240.171875 Penalty: 309.357056
	Iteration 0F: 2 clusters Score -46240.17 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 452 members 
Entering Unmasked Estep 
Score: -45504.683594 Penalty: 618.714111
	Iteration 0F: 3 clusters Score -45504.68 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45718.687500 Penalty: 618.714111
	Iteration 1F: 3 clusters Score -45718.69 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -45770.316406 Penalty: 618.714111
	Iteration 2F: 3 clusters Score -45770.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -45792.617188 Penalty: 618.714111
	Iteration 3Q: 3 clusters Score -45792.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -45812.925781 Penalty: 618.714111
	Iteration 4Q: 3 clusters Score -45812.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -45832.769531 Penalty: 618.714111
	Iteration 5Q: 3 clusters Score -45832.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -45855.640625 Penalty: 618.714111
	Iteration 6Q: 3 clusters Score -45855.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -45869.410156 Penalty: 618.714111
	Iteration 7Q: 3 clusters Score -45869.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -45885.210938 Penalty: 618.714111
	Iteration 8Q: 3 clusters Score -45885.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -45903.136719 Penalty: 618.714111
	Iteration 9Q: 3 clusters Score -45903.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45914.789062 Penalty: 618.714111
	Iteration 10Q: 3 clusters Score -45914.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -45921.304688 Penalty: 618.714111
	Iteration 11Q: 3 clusters Score -45921.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45929.902344 Penalty: 618.714111
	Iteration 12Q: 3 clusters Score -45929.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45935.738281 Penalty: 618.714111
	Iteration 13Q: 3 clusters Score -45935.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45942.406250 Penalty: 618.714111
	Iteration 14Q: 3 clusters Score -45942.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45945.292969 Penalty: 618.714111
	Iteration 15Q: 3 clusters Score -45945.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45949.453125 Penalty: 618.714111
	Iteration 16Q: 3 clusters Score -45949.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45955.675781 Penalty: 618.714111
	Iteration 17Q: 3 clusters Score -45955.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45961.046875 Penalty: 618.714111
	Iteration 18Q: 3 clusters Score -45961.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45965.000000 Penalty: 618.714111
	Iteration 19Q: 3 clusters Score -45965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45971.175781 Penalty: 618.714111
	Iteration 20F: 3 clusters Score -45971.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45978.085938 Penalty: 618.714111
	Iteration 21Q: 3 clusters Score -45978.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45984.070312 Penalty: 618.714111
	Iteration 22Q: 3 clusters Score -45984.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45991.316406 Penalty: 618.714111
	Iteration 23Q: 3 clusters Score -45991.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45999.656250 Penalty: 618.714111
	Iteration 24Q: 3 clusters Score -45999.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46008.414062 Penalty: 618.714111
	Iteration 25Q: 3 clusters Score -46008.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46009.480469 Penalty: 618.714111
	Iteration 26Q: 3 clusters Score -46009.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46010.390625 Penalty: 618.714111
	Iteration 27Q: 3 clusters Score -46010.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46010.632812 Penalty: 618.714111
	Iteration 28Q: 3 clusters Score -46010.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46010.632812 Penalty: 618.714111
	Iteration 29F: 3 clusters Score -46010.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -93628.343750 Penalty: 339.739380
	Iteration 0F: 2 clusters Score -93628.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -92375.539062 Penalty: 679.478760
	Iteration 0F: 3 clusters Score -92375.54 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -92756.875000 Penalty: 679.478760
	Iteration 1F: 3 clusters Score -92756.88 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -92862.093750 Penalty: 679.478760
	Iteration 2F: 3 clusters Score -92862.09 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -92979.531250 Penalty: 679.478760
	Iteration 3F: 3 clusters Score -92979.53 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -93069.750000 Penalty: 679.478760
	Iteration 4F: 3 clusters Score -93069.75 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -93121.539062 Penalty: 679.478760
	Iteration 5Q: 3 clusters Score -93121.54 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -93151.828125 Penalty: 679.478760
	Iteration 6Q: 3 clusters Score -93151.83 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -93177.890625 Penalty: 679.478760
	Iteration 7Q: 3 clusters Score -93177.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -93199.718750 Penalty: 679.478760
	Iteration 8Q: 3 clusters Score -93199.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -93217.445312 Penalty: 679.478760
	Iteration 9Q: 3 clusters Score -93217.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -93225.265625 Penalty: 679.478760
	Iteration 10Q: 3 clusters Score -93225.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -93231.757812 Penalty: 679.478760
	Iteration 11Q: 3 clusters Score -93231.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -93235.804688 Penalty: 679.478760
	Iteration 12Q: 3 clusters Score -93235.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -93242.867188 Penalty: 679.478760
	Iteration 13Q: 3 clusters Score -93242.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -93252.289062 Penalty: 679.478760
	Iteration 14Q: 3 clusters Score -93252.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -93265.875000 Penalty: 679.478760
	Iteration 15Q: 3 clusters Score -93265.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -93281.515625 Penalty: 679.478760
	Iteration 16Q: 3 clusters Score -93281.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -93295.171875 Penalty: 679.478760
	Iteration 17Q: 3 clusters Score -93295.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -93303.656250 Penalty: 679.478760
	Iteration 18Q: 3 clusters Score -93303.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -93312.437500 Penalty: 679.478760
	Iteration 19Q: 3 clusters Score -93312.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -93325.023438 Penalty: 679.478760
	Iteration 20F: 3 clusters Score -93325.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -93334.914062 Penalty: 679.478760
	Iteration 21Q: 3 clusters Score -93334.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -93338.046875 Penalty: 679.478760
	Iteration 22Q: 3 clusters Score -93338.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -93341.664062 Penalty: 679.478760
	Iteration 23Q: 3 clusters Score -93341.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -93346.679688 Penalty: 679.478760
	Iteration 24Q: 3 clusters Score -93346.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -93352.515625 Penalty: 679.478760
	Iteration 25Q: 3 clusters Score -93352.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -93355.875000 Penalty: 679.478760
	Iteration 26Q: 3 clusters Score -93355.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -93360.414062 Penalty: 679.478760
	Iteration 27Q: 3 clusters Score -93360.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -93363.382812 Penalty: 679.478760
	Iteration 28Q: 3 clusters Score -93363.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -93367.898438 Penalty: 679.478760
	Iteration 29Q: 3 clusters Score -93367.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -93370.140625 Penalty: 679.478760
	Iteration 30Q: 3 clusters Score -93370.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -93371.117188 Penalty: 679.478760
	Iteration 31Q: 3 clusters Score -93371.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -93372.429688 Penalty: 679.478760
	Iteration 32Q: 3 clusters Score -93372.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -93373.468750 Penalty: 679.478760
	Iteration 33Q: 3 clusters Score -93373.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -93374.109375 Penalty: 679.478760
	Iteration 34Q: 3 clusters Score -93374.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -93375.578125 Penalty: 679.478760
	Iteration 35Q: 3 clusters Score -93375.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -93377.414062 Penalty: 679.478760
	Iteration 36Q: 3 clusters Score -93377.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -93378.828125 Penalty: 679.478760
	Iteration 37Q: 3 clusters Score -93378.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -93382.687500 Penalty: 679.478760
	Iteration 38Q: 3 clusters Score -93382.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -93385.070312 Penalty: 679.478760
	Iteration 39Q: 3 clusters Score -93385.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -93386.648438 Penalty: 679.478760
	Iteration 40F: 3 clusters Score -93386.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -93390.312500 Penalty: 679.478760
	Iteration 41Q: 3 clusters Score -93390.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -93393.281250 Penalty: 679.478760
	Iteration 42Q: 3 clusters Score -93393.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -93395.476562 Penalty: 679.478760
	Iteration 43Q: 3 clusters Score -93395.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -93397.570312 Penalty: 679.478760
	Iteration 44Q: 3 clusters Score -93397.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -93398.875000 Penalty: 679.478760
	Iteration 45Q: 3 clusters Score -93398.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -93399.679688 Penalty: 679.478760
	Iteration 46Q: 3 clusters Score -93399.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -93401.375000 Penalty: 679.478760
	Iteration 47Q: 3 clusters Score -93401.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -93402.078125 Penalty: 679.478760
	Iteration 48Q: 3 clusters Score -93402.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -93402.140625 Penalty: 679.478760
	Iteration 49Q: 3 clusters Score -93402.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -93402.140625 Penalty: 679.478760
	Iteration 50F: 3 clusters Score -93402.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -22288.111328 Penalty: 275.796265
	Iteration 0F: 2 clusters Score -22288.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21871.162109 Penalty: 551.592529
	Iteration 0F: 3 clusters Score -21871.16 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22058.000000 Penalty: 551.592529
	Iteration 1F: 3 clusters Score -22058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22168.443359 Penalty: 551.592529
	Iteration 2F: 3 clusters Score -22168.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22231.816406 Penalty: 551.592529
	Iteration 3F: 3 clusters Score -22231.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22281.935547 Penalty: 551.592529
	Iteration 4F: 3 clusters Score -22281.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22298.050781 Penalty: 551.592529
	Iteration 5Q: 3 clusters Score -22298.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -22304.970703 Penalty: 551.592529
	Iteration 6Q: 3 clusters Score -22304.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -22310.005859 Penalty: 551.592529
	Iteration 7Q: 3 clusters Score -22310.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22311.826172 Penalty: 551.592529
	Iteration 8Q: 3 clusters Score -22311.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22311.826172 Penalty: 551.592529
	Iteration 9F: 3 clusters Score -22311.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 274181 members 
Mstep: Class 4 contains 122 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47362 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161863 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 6358 members 
Mstep: Class 33 contains 17 members 
Mstep: Class 34 contains 1171 members 
Mstep: Class 35 contains 71 members 
Entering Unmasked Estep 
Score: -27453118.000000 Penalty: 21005.037109
Splitting cluster 15 changes total score from -27450762.000000 to -27453118.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -28599.416016 Penalty: 286.852417
	Iteration 0F: 2 clusters Score -28599.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28092.541016 Penalty: 573.704834
	Iteration 0F: 3 clusters Score -28092.54 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28250.101562 Penalty: 573.704834
	Iteration 1F: 3 clusters Score -28250.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28293.904297 Penalty: 573.704834
	Iteration 2F: 3 clusters Score -28293.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28317.642578 Penalty: 573.704834
	Iteration 3F: 3 clusters Score -28317.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28330.728516 Penalty: 573.704834
	Iteration 4Q: 3 clusters Score -28330.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28338.109375 Penalty: 573.704834
	Iteration 5Q: 3 clusters Score -28338.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28345.089844 Penalty: 573.704834
	Iteration 6Q: 3 clusters Score -28345.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28349.496094 Penalty: 573.704834
	Iteration 7Q: 3 clusters Score -28349.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28351.343750 Penalty: 573.704834
	Iteration 8Q: 3 clusters Score -28351.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28355.722656 Penalty: 573.704834
	Iteration 9Q: 3 clusters Score -28355.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28359.175781 Penalty: 573.704834
	Iteration 10Q: 3 clusters Score -28359.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28363.548828 Penalty: 573.704834
	Iteration 11Q: 3 clusters Score -28363.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28365.609375 Penalty: 573.704834
	Iteration 12Q: 3 clusters Score -28365.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28367.378906 Penalty: 573.704834
	Iteration 13Q: 3 clusters Score -28367.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28369.058594 Penalty: 573.704834
	Iteration 14Q: 3 clusters Score -28369.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28369.921875 Penalty: 573.704834
	Iteration 15Q: 3 clusters Score -28369.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28370.421875 Penalty: 573.704834
	Iteration 16Q: 3 clusters Score -28370.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28373.220703 Penalty: 573.704834
	Iteration 17Q: 3 clusters Score -28373.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28374.734375 Penalty: 573.704834
	Iteration 18Q: 3 clusters Score -28374.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28374.734375 Penalty: 573.704834
	Iteration 19F: 3 clusters Score -28374.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Entering Unmasked Estep 
Score: -2404522.000000 Penalty: 489.833679
	Iteration 0F: 2 clusters Score -2404522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -2372679.750000 Penalty: 979.667358
	Iteration 0F: 3 clusters Score -2372680 nChanged 22930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2386457.250000 Penalty: 979.667358
	Iteration 1F: 3 clusters Score -2386457 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2387427.750000 Penalty: 979.667358
	Iteration 2F: 3 clusters Score -2387428 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2388848.750000 Penalty: 979.667358
	Iteration 3F: 3 clusters Score -2388849 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2391036.500000 Penalty: 979.667358
	Iteration 4F: 3 clusters Score -2391036 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2394211.250000 Penalty: 979.667358
	Iteration 5F: 3 clusters Score -2394211 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2397802.250000 Penalty: 979.667358
	Iteration 6F: 3 clusters Score -2397802 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2400882.750000 Penalty: 979.667358
	Iteration 7F: 3 clusters Score -2400883 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2402848.250000 Penalty: 979.667358
	Iteration 8Q: 3 clusters Score -2402848 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2403702.250000 Penalty: 979.667358
	Iteration 9Q: 3 clusters Score -2403702 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2403985.000000 Penalty: 979.667358
	Iteration 10Q: 3 clusters Score -2403985 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2404055.500000 Penalty: 979.667358
	Iteration 11Q: 3 clusters Score -2404056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2404092.250000 Penalty: 979.667358
	Iteration 12Q: 3 clusters Score -2404092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -2404112.750000 Penalty: 979.667358
	Iteration 13Q: 3 clusters Score -2404113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2404125.250000 Penalty: 979.667358
	Iteration 14Q: 3 clusters Score -2404125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2404131.250000 Penalty: 979.667358
	Iteration 15Q: 3 clusters Score -2404131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2404131.250000 Penalty: 979.667358
	Iteration 16Q: 3 clusters Score -2404131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2404131.000000 Penalty: 979.667358
	Iteration 17Q: 3 clusters Score -2404131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2404131.000000 Penalty: 979.667358
	Iteration 18F: 3 clusters Score -2404131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -43544.402344 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -43544.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -42748.558594 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -42748.56 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -43063.660156 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -43063.66 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -43248.347656 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -43248.35 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -43368.925781 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -43368.93 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -43443.414062 Penalty: 628.058105
	Iteration 4F: 3 clusters Score -43443.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -43503.570312 Penalty: 628.058105
	Iteration 5Q: 3 clusters Score -43503.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -43563.613281 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -43563.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43592.910156 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -43592.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43613.660156 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -43613.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43623.507812 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -43623.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43632.878906 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -43632.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43635.222656 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -43635.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43636.183594 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -43636.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43642.515625 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -43642.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43645.617188 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -43645.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43646.437500 Penalty: 628.058105
	Iteration 15Q: 3 clusters Score -43646.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43649.070312 Penalty: 628.058105
	Iteration 16F: 3 clusters Score -43649.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43651.617188 Penalty: 628.058105
	Iteration 17Q: 3 clusters Score -43651.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43652.253906 Penalty: 628.058105
	Iteration 18Q: 3 clusters Score -43652.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43652.828125 Penalty: 628.058105
	Iteration 19Q: 3 clusters Score -43652.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43653.214844 Penalty: 628.058105
	Iteration 20F: 3 clusters Score -43653.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 274181 members 
Mstep: Class 4 contains 122 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47362 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161863 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 6358 members 
Mstep: Class 33 contains 17 members 
Mstep: Class 34 contains 1171 members 
Mstep: Class 35 contains 71 members 
Mstep: Class 36 contains 287 members 
Entering Unmasked Estep 
Score: -27452952.000000 Penalty: 21605.181641
Splitting cluster 18 changes total score from -27450762.000000 to -27452952.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 19 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -8184.025879 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -8184.026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7901.463867 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -7901.464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7952.811035 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -7952.811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7977.403320 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -7977.403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7989.413086 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -7989.413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8002.031250 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -8002.031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8014.496094 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -8014.496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8019.298828 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -8019.299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8019.298828 Penalty: 472.052094
	Iteration 7F: 3 clusters Score -8019.299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -85465.617188 Penalty: 337.581818
	Iteration 0F: 2 clusters Score -85465.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -84243.562500 Penalty: 675.163635
	Iteration 0F: 3 clusters Score -84243.56 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -84648.226562 Penalty: 675.163635
	Iteration 1F: 3 clusters Score -84648.23 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -84749.054688 Penalty: 675.163635
	Iteration 2F: 3 clusters Score -84749.05 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -84807.343750 Penalty: 675.163635
	Iteration 3F: 3 clusters Score -84807.34 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -84845.898438 Penalty: 675.163635
	Iteration 4Q: 3 clusters Score -84845.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -84884.726562 Penalty: 675.163635
	Iteration 5Q: 3 clusters Score -84884.73 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -84911.546875 Penalty: 675.163635
	Iteration 6Q: 3 clusters Score -84911.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -84938.718750 Penalty: 675.163635
	Iteration 7Q: 3 clusters Score -84938.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -84962.359375 Penalty: 675.163635
	Iteration 8Q: 3 clusters Score -84962.36 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -84984.695312 Penalty: 675.163635
	Iteration 9Q: 3 clusters Score -84984.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -85008.265625 Penalty: 675.163635
	Iteration 10Q: 3 clusters Score -85008.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -85028.789062 Penalty: 675.163635
	Iteration 11Q: 3 clusters Score -85028.79 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -85052.257812 Penalty: 675.163635
	Iteration 12Q: 3 clusters Score -85052.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -85076.007812 Penalty: 675.163635
	Iteration 13Q: 3 clusters Score -85076.01 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -85118.296875 Penalty: 675.163635
	Iteration 14Q: 3 clusters Score -85118.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -85174.367188 Penalty: 675.163635
	Iteration 15Q: 3 clusters Score -85174.37 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -85240.695312 Penalty: 675.163635
	Iteration 16Q: 3 clusters Score -85240.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -85306.804688 Penalty: 675.163635
	Iteration 17Q: 3 clusters Score -85306.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -85373.734375 Penalty: 675.163635
	Iteration 18Q: 3 clusters Score -85373.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -85416.000000 Penalty: 675.163635
	Iteration 19Q: 3 clusters Score -85416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -85432.898438 Penalty: 675.163635
	Iteration 20F: 3 clusters Score -85432.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -85438.296875 Penalty: 675.163635
	Iteration 21Q: 3 clusters Score -85438.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85440.906250 Penalty: 675.163635
	Iteration 22Q: 3 clusters Score -85440.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -85442.742188 Penalty: 675.163635
	Iteration 23Q: 3 clusters Score -85442.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -85445.296875 Penalty: 675.163635
	Iteration 24Q: 3 clusters Score -85445.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85447.664062 Penalty: 675.163635
	Iteration 25Q: 3 clusters Score -85447.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85449.492188 Penalty: 675.163635
	Iteration 26Q: 3 clusters Score -85449.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85450.898438 Penalty: 675.163635
	Iteration 27Q: 3 clusters Score -85450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85452.523438 Penalty: 675.163635
	Iteration 28Q: 3 clusters Score -85452.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -85453.046875 Penalty: 675.163635
	Iteration 29Q: 3 clusters Score -85453.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -85453.804688 Penalty: 675.163635
	Iteration 30Q: 3 clusters Score -85453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -85454.781250 Penalty: 675.163635
	Iteration 31Q: 3 clusters Score -85454.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -85455.406250 Penalty: 675.163635
	Iteration 32Q: 3 clusters Score -85455.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -85455.843750 Penalty: 675.163635
	Iteration 33Q: 3 clusters Score -85455.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -85456.023438 Penalty: 675.163635
	Iteration 34Q: 3 clusters Score -85456.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -85456.187500 Penalty: 675.163635
	Iteration 35Q: 3 clusters Score -85456.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -85456.226562 Penalty: 675.163635
	Iteration 36Q: 3 clusters Score -85456.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -85456.328125 Penalty: 675.163635
	Iteration 37Q: 3 clusters Score -85456.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -85456.351562 Penalty: 675.163635
	Iteration 38Q: 3 clusters Score -85456.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -85456.351562 Penalty: 675.163635
	Iteration 39F: 3 clusters Score -85456.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -10993.059570 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -10993.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10680.020508 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -10680.02 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10913.224609 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -10913.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11064.261719 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -11064.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11313.181641 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -11313.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11417.390625 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -11417.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11486.782227 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -11486.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11515.540039 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -11515.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11531.221680 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -11531.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -11549.610352 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -11549.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -11571.084961 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -11571.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11586.336914 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -11586.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11604.130859 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -11604.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -11608.425781 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -11608.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -11608.425781 Penalty: 522.321167
	Iteration 13F: 3 clusters Score -11608.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 274181 members 
Mstep: Class 4 contains 122 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47362 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 57 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161863 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 6358 members 
Mstep: Class 33 contains 17 members 
Mstep: Class 34 contains 1171 members 
Mstep: Class 35 contains 71 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 254 members 
Entering Unmasked Estep 
Score: -27453224.000000 Penalty: 22205.326172
Splitting cluster 21 changes total score from -27450762.000000 to -27453224.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 22 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -5681.335938 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -5681.336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5502.875488 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -5502.875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5607.925781 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -5607.926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5635.346191 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -5635.346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5670.826660 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -5670.827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5676.239258 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -5676.239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5678.105957 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -5678.106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5678.105957 Penalty: 450.337158
	Iteration 6F: 3 clusters Score -5678.106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (161863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161863 members 
Entering Unmasked Estep 
Score: -8712411.000000 Penalty: 545.750000
	Iteration 0F: 2 clusters Score -8712411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -8603204.000000 Penalty: 1091.500000
	Iteration 0F: 3 clusters Score -8603204 nChanged 79589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79103 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -8653624.000000 Penalty: 1091.500000
	Iteration 1F: 3 clusters Score -8653624 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -8656318.000000 Penalty: 1091.500000
	Iteration 2Q: 3 clusters Score -8656318 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 89010 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 91322 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 93365 members 
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Mstep: Class 1 contains 66671 members 
Mstep: Class 2 contains 95192 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 96890 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 98506 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 100137 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 103489 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8699344 nChanged 2400
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Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 105219 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8700202 nChanged 2196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 106929 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8700974 nChanged 1984
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Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 108551 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 110109 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 111643 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8702543 nChanged 1633
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Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 113150 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8703041 nChanged 1578
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Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 114660 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8703465 nChanged 1493
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Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 116115 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8703897 nChanged 1462
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Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8704293 nChanged 1429
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Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 118954 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8704620 nChanged 1440
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Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 120380 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8704993 nChanged 1366
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Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 121740 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8705345 nChanged 1382
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Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 123122 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8705671 nChanged 1382
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Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 124504 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8705963 nChanged 1314
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Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 125818 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8706188 nChanged 1254
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Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 127072 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8706429 nChanged 1193
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Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 128265 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8706680 nChanged 1211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 129476 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8706923 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8707211 nChanged 1150
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Mstep: Class 1 contains 30022 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8707495 nChanged 1069
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Mstep: Class 2 contains 132910 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8707748 nChanged 1083
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Mstep: Class 2 contains 133993 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8708011 nChanged 1105
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Mstep: Class 1 contains 26765 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8708273 nChanged 1090
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Mstep: Class 2 contains 136188 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8708467 nChanged 1108
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8708767 nChanged 1105
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8709403 nChanged 1053
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Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 141665 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8709580 nChanged 1029
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Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 142694 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8709778 nChanged 987
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18182 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8709933 nChanged 928
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Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 144609 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8710089 nChanged 890
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Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 145499 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8710256 nChanged 808
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Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 146307 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8710358 nChanged 780
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Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 147087 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8710497 nChanged 793
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Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 147880 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8710631 nChanged 714
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Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 148594 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8710758 nChanged 611
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Mstep: Class 1 contains 12658 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8710813 nChanged 625
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Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 149830 members 
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	Iteration 51Q: 3 clusters Score -8710910 nChanged 647
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	Iteration 52Q: 3 clusters Score -8710977 nChanged 613
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	Iteration 53Q: 3 clusters Score -8711045 nChanged 580
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	Iteration 54Q: 3 clusters Score -8711109 nChanged 546
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8711193 nChanged 485
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	Iteration 57Q: 3 clusters Score -8711352 nChanged 410
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Mstep: Class 1 contains 8286 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8711392 nChanged 376
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Mstep: Class 1 contains 7910 members 
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Mstep: Class 1 contains 7573 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8711438 nChanged 301
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8711416 nChanged 279
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8711425 nChanged 272
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8711412 nChanged 257
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Mstep: Class 1 contains 6464 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8711436 nChanged 250
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Mstep: Class 1 contains 6214 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8711477 nChanged 233
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Mstep: Class 1 contains 5981 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8711827 nChanged 229
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8712248 nChanged 32
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	Iteration 94Q: 3 clusters Score -8712247 nChanged 27
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	Iteration 96Q: 3 clusters Score -8712247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 160733 members 
Entering Unmasked Estep 
Score: -8712251.000000 Penalty: 1091.500000
	Iteration 97Q: 3 clusters Score -8712251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 160744 members 
Entering Unmasked Estep 
Score: -8712254.000000 Penalty: 1091.500000
	Iteration 98Q: 3 clusters Score -8712254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 160754 members 
Entering Unmasked Estep 
Score: -8712257.000000 Penalty: 1091.500000
	Iteration 99Q: 3 clusters Score -8712257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 160759 members 
Entering Unmasked Estep 
Score: -8712250.000000 Penalty: 1091.500000
	Iteration 100F: 3 clusters Score -8712250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 160764 members 
Entering Unmasked Estep 
Score: -8712243.000000 Penalty: 1091.500000
	Iteration 101Q: 3 clusters Score -8712243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 160771 members 
Entering Unmasked Estep 
Score: -8712244.000000 Penalty: 1091.500000
	Iteration 102Q: 3 clusters Score -8712244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 160778 members 
Entering Unmasked Estep 
Score: -8712243.000000 Penalty: 1091.500000
	Iteration 103Q: 3 clusters Score -8712243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 160786 members 
Entering Unmasked Estep 
Score: -8712247.000000 Penalty: 1091.500000
	Iteration 104Q: 3 clusters Score -8712247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 160796 members 
Entering Unmasked Estep 
Score: -8712250.000000 Penalty: 1091.500000
	Iteration 105Q: 3 clusters Score -8712250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 160803 members 
Entering Unmasked Estep 
Score: -8712256.000000 Penalty: 1091.500000
	Iteration 106Q: 3 clusters Score -8712256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 160813 members 
Entering Unmasked Estep 
Score: -8712253.000000 Penalty: 1091.500000
	Iteration 107Q: 3 clusters Score -8712253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 160823 members 
Entering Unmasked Estep 
Score: -8712258.000000 Penalty: 1091.500000
	Iteration 108Q: 3 clusters Score -8712258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 160834 members 
Entering Unmasked Estep 
Score: -8712253.000000 Penalty: 1091.500000
	Iteration 109Q: 3 clusters Score -8712253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 160841 members 
Entering Unmasked Estep 
Score: -8712254.000000 Penalty: 1091.500000
	Iteration 110Q: 3 clusters Score -8712254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 160848 members 
Entering Unmasked Estep 
Score: -8712256.000000 Penalty: 1091.500000
	Iteration 111Q: 3 clusters Score -8712256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 160857 members 
Entering Unmasked Estep 
Score: -8712263.000000 Penalty: 1091.500000
	Iteration 112Q: 3 clusters Score -8712263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 160867 members 
Entering Unmasked Estep 
Score: -8712260.000000 Penalty: 1091.500000
	Iteration 113Q: 3 clusters Score -8712260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 160876 members 
Entering Unmasked Estep 
Score: -8712269.000000 Penalty: 1091.500000
	Iteration 114Q: 3 clusters Score -8712269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 160887 members 
Entering Unmasked Estep 
Score: -8712271.000000 Penalty: 1091.500000
	Iteration 115Q: 3 clusters Score -8712271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 160898 members 
Entering Unmasked Estep 
Score: -8712274.000000 Penalty: 1091.500000
	Iteration 116Q: 3 clusters Score -8712274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 160909 members 
Entering Unmasked Estep 
Score: -8712259.000000 Penalty: 1091.500000
	Iteration 117Q: 3 clusters Score -8712259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 160919 members 
Entering Unmasked Estep 
Score: -8712271.000000 Penalty: 1091.500000
	Iteration 118Q: 3 clusters Score -8712271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 160926 members 
Entering Unmasked Estep 
Score: -8712268.000000 Penalty: 1091.500000
	Iteration 119Q: 3 clusters Score -8712268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 160934 members 
Entering Unmasked Estep 
Score: -8712273.000000 Penalty: 1091.500000
	Iteration 120F: 3 clusters Score -8712273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 160942 members 
Entering Unmasked Estep 
Score: -8712277.000000 Penalty: 1091.500000
	Iteration 121Q: 3 clusters Score -8712277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 160949 members 
Entering Unmasked Estep 
Score: -8712279.000000 Penalty: 1091.500000
	Iteration 122Q: 3 clusters Score -8712279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 160958 members 
Entering Unmasked Estep 
Score: -8712280.000000 Penalty: 1091.500000
	Iteration 123Q: 3 clusters Score -8712280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 160968 members 
Entering Unmasked Estep 
Score: -8712297.000000 Penalty: 1091.500000
	Iteration 124Q: 3 clusters Score -8712297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 160973 members 
Entering Unmasked Estep 
Score: -8712291.000000 Penalty: 1091.500000
	Iteration 125Q: 3 clusters Score -8712291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 160978 members 
Entering Unmasked Estep 
Score: -8712298.000000 Penalty: 1091.500000
	Iteration 126Q: 3 clusters Score -8712298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 160981 members 
Entering Unmasked Estep 
Score: -8712307.000000 Penalty: 1091.500000
	Iteration 127Q: 3 clusters Score -8712307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 160983 members 
Entering Unmasked Estep 
Score: -8712307.000000 Penalty: 1091.500000
	Iteration 128Q: 3 clusters Score -8712307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 160992 members 
Entering Unmasked Estep 
Score: -8712318.000000 Penalty: 1091.500000
	Iteration 129Q: 3 clusters Score -8712318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 161004 members 
Entering Unmasked Estep 
Score: -8712316.000000 Penalty: 1091.500000
	Iteration 130Q: 3 clusters Score -8712316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 161007 members 
Entering Unmasked Estep 
Score: -8712312.000000 Penalty: 1091.500000
	Iteration 131Q: 3 clusters Score -8712312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 161012 members 
Entering Unmasked Estep 
Score: -8712320.000000 Penalty: 1091.500000
	Iteration 132Q: 3 clusters Score -8712320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 161020 members 
Entering Unmasked Estep 
Score: -8712314.000000 Penalty: 1091.500000
	Iteration 133Q: 3 clusters Score -8712314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 161022 members 
Entering Unmasked Estep 
Score: -8712318.000000 Penalty: 1091.500000
	Iteration 134Q: 3 clusters Score -8712318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 161027 members 
Entering Unmasked Estep 
Score: -8712319.000000 Penalty: 1091.500000
	Iteration 135Q: 3 clusters Score -8712319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 161028 members 
Entering Unmasked Estep 
Score: -8712315.000000 Penalty: 1091.500000
	Iteration 136Q: 3 clusters Score -8712315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 161029 members 
Entering Unmasked Estep 
Score: -8712320.000000 Penalty: 1091.500000
	Iteration 137Q: 3 clusters Score -8712320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 161031 members 
Entering Unmasked Estep 
Score: -8712321.000000 Penalty: 1091.500000
	Iteration 138Q: 3 clusters Score -8712321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 161032 members 
Entering Unmasked Estep 
Score: -8712320.000000 Penalty: 1091.500000
	Iteration 139Q: 3 clusters Score -8712320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 161033 members 
Entering Unmasked Estep 
Score: -8712317.000000 Penalty: 1091.500000
	Iteration 140F: 3 clusters Score -8712317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 161031 members 
Entering Unmasked Estep 
Score: -8712325.000000 Penalty: 1091.500000
	Iteration 141Q: 3 clusters Score -8712325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 161033 members 
Entering Unmasked Estep 
Score: -8712324.000000 Penalty: 1091.500000
	Iteration 142Q: 3 clusters Score -8712324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 161034 members 
Entering Unmasked Estep 
Score: -8712329.000000 Penalty: 1091.500000
	Iteration 143Q: 3 clusters Score -8712329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 161036 members 
Entering Unmasked Estep 
Score: -8712327.000000 Penalty: 1091.500000
	Iteration 144Q: 3 clusters Score -8712327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 161037 members 
Entering Unmasked Estep 
Score: -8712327.000000 Penalty: 1091.500000
	Iteration 145Q: 3 clusters Score -8712327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 161039 members 
Entering Unmasked Estep 
Score: -8712329.000000 Penalty: 1091.500000
	Iteration 146Q: 3 clusters Score -8712329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 161040 members 
Entering Unmasked Estep 
Score: -8712329.000000 Penalty: 1091.500000
	Iteration 147Q: 3 clusters Score -8712329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 161040 members 
Entering Unmasked Estep 
Score: -8712329.000000 Penalty: 1091.500000
	Iteration 148F: 3 clusters Score -8712329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -27499.472656 Penalty: 287.758331
	Iteration 0F: 2 clusters Score -27499.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26979.056641 Penalty: 575.516663
	Iteration 0F: 3 clusters Score -26979.06 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27152.005859 Penalty: 575.516663
	Iteration 1F: 3 clusters Score -27152.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27221.707031 Penalty: 575.516663
	Iteration 2F: 3 clusters Score -27221.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -27265.740234 Penalty: 575.516663
	Iteration 3F: 3 clusters Score -27265.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -27297.396484 Penalty: 575.516663
	Iteration 4F: 3 clusters Score -27297.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -27314.451172 Penalty: 575.516663
	Iteration 5Q: 3 clusters Score -27314.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27323.626953 Penalty: 575.516663
	Iteration 6Q: 3 clusters Score -27323.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27330.302734 Penalty: 575.516663
	Iteration 7Q: 3 clusters Score -27330.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27331.371094 Penalty: 575.516663
	Iteration 8Q: 3 clusters Score -27331.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -27331.535156 Penalty: 575.516663
	Iteration 9Q: 3 clusters Score -27331.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -27331.535156 Penalty: 575.516663
	Iteration 10F: 3 clusters Score -27331.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -37607.343750 Penalty: 304.771179
	Iteration 0F: 2 clusters Score -37607.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -36923.667969 Penalty: 609.542358
	Iteration 0F: 3 clusters Score -36923.67 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37131.542969 Penalty: 609.542358
	Iteration 1F: 3 clusters Score -37131.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37158.601562 Penalty: 609.542358
	Iteration 2F: 3 clusters Score -37158.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37176.460938 Penalty: 609.542358
	Iteration 3Q: 3 clusters Score -37176.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37182.527344 Penalty: 609.542358
	Iteration 4Q: 3 clusters Score -37182.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37189.652344 Penalty: 609.542358
	Iteration 5Q: 3 clusters Score -37189.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37203.492188 Penalty: 609.542358
	Iteration 6Q: 3 clusters Score -37203.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37219.460938 Penalty: 609.542358
	Iteration 7Q: 3 clusters Score -37219.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37233.710938 Penalty: 609.542358
	Iteration 8Q: 3 clusters Score -37233.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37255.218750 Penalty: 609.542358
	Iteration 9Q: 3 clusters Score -37255.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37272.007812 Penalty: 609.542358
	Iteration 10Q: 3 clusters Score -37272.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37287.386719 Penalty: 609.542358
	Iteration 11Q: 3 clusters Score -37287.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37295.574219 Penalty: 609.542358
	Iteration 12Q: 3 clusters Score -37295.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37297.968750 Penalty: 609.542358
	Iteration 13Q: 3 clusters Score -37297.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37300.027344 Penalty: 609.542358
	Iteration 14Q: 3 clusters Score -37300.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37302.558594 Penalty: 609.542358
	Iteration 15Q: 3 clusters Score -37302.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37303.500000 Penalty: 609.542358
	Iteration 16Q: 3 clusters Score -37303.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37304.019531 Penalty: 609.542358
	Iteration 17Q: 3 clusters Score -37304.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37304.019531 Penalty: 609.542358
	Iteration 18F: 3 clusters Score -37304.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -25209.753906 Penalty: 285.157623
	Iteration 0F: 2 clusters Score -25209.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24706.707031 Penalty: 570.315247
	Iteration 0F: 3 clusters Score -24706.71 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24842.974609 Penalty: 570.315247
	Iteration 1F: 3 clusters Score -24842.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24868.912109 Penalty: 570.315247
	Iteration 2F: 3 clusters Score -24868.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24891.835938 Penalty: 570.315247
	Iteration 3Q: 3 clusters Score -24891.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -24901.265625 Penalty: 570.315247
	Iteration 4Q: 3 clusters Score -24901.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24914.898438 Penalty: 570.315247
	Iteration 5Q: 3 clusters Score -24914.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24924.001953 Penalty: 570.315247
	Iteration 6Q: 3 clusters Score -24924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24929.292969 Penalty: 570.315247
	Iteration 7Q: 3 clusters Score -24929.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24934.849609 Penalty: 570.315247
	Iteration 8Q: 3 clusters Score -24934.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24939.746094 Penalty: 570.315247
	Iteration 9Q: 3 clusters Score -24939.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24952.095703 Penalty: 570.315247
	Iteration 10Q: 3 clusters Score -24952.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24965.382812 Penalty: 570.315247
	Iteration 11Q: 3 clusters Score -24965.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -24978.457031 Penalty: 570.315247
	Iteration 12Q: 3 clusters Score -24978.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -24987.298828 Penalty: 570.315247
	Iteration 13Q: 3 clusters Score -24987.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25002.142578 Penalty: 570.315247
	Iteration 14Q: 3 clusters Score -25002.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -25023.152344 Penalty: 570.315247
	Iteration 15Q: 3 clusters Score -25023.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -25049.892578 Penalty: 570.315247
	Iteration 16Q: 3 clusters Score -25049.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -25064.970703 Penalty: 570.315247
	Iteration 17Q: 3 clusters Score -25064.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -25073.498047 Penalty: 570.315247
	Iteration 18Q: 3 clusters Score -25073.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -25077.537109 Penalty: 570.315247
	Iteration 19Q: 3 clusters Score -25077.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -25079.861328 Penalty: 570.315247
	Iteration 20F: 3 clusters Score -25079.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -25081.931641 Penalty: 570.315247
	Iteration 21Q: 3 clusters Score -25081.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -25087.564453 Penalty: 570.315247
	Iteration 22Q: 3 clusters Score -25087.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -25093.480469 Penalty: 570.315247
	Iteration 23Q: 3 clusters Score -25093.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -25095.937500 Penalty: 570.315247
	Iteration 24Q: 3 clusters Score -25095.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -25095.937500 Penalty: 570.315247
	Iteration 25F: 3 clusters Score -25095.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -27113.539062 Penalty: 293.639954
	Iteration 0F: 2 clusters Score -27113.54 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 319 members 
Entering Unmasked Estep 
Score: -26600.337891 Penalty: 587.279907
	Iteration 0F: 3 clusters Score -26600.34 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -26846.603516 Penalty: 587.279907
	Iteration 1F: 3 clusters Score -26846.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26931.201172 Penalty: 587.279907
	Iteration 2F: 3 clusters Score -26931.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26987.310547 Penalty: 587.279907
	Iteration 3F: 3 clusters Score -26987.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -27013.929688 Penalty: 587.279907
	Iteration 4Q: 3 clusters Score -27013.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -27036.093750 Penalty: 587.279907
	Iteration 5Q: 3 clusters Score -27036.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -27056.470703 Penalty: 587.279907
	Iteration 6Q: 3 clusters Score -27056.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -27070.091797 Penalty: 587.279907
	Iteration 7Q: 3 clusters Score -27070.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27076.638672 Penalty: 587.279907
	Iteration 8Q: 3 clusters Score -27076.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27083.578125 Penalty: 587.279907
	Iteration 9Q: 3 clusters Score -27083.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -27101.574219 Penalty: 587.279907
	Iteration 10Q: 3 clusters Score -27101.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27126.365234 Penalty: 587.279907
	Iteration 11Q: 3 clusters Score -27126.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -27169.121094 Penalty: 587.279907
	Iteration 12Q: 3 clusters Score -27169.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27220.201172 Penalty: 587.279907
	Iteration 13Q: 3 clusters Score -27220.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27250.339844 Penalty: 587.279907
	Iteration 14Q: 3 clusters Score -27250.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27258.089844 Penalty: 587.279907
	Iteration 15Q: 3 clusters Score -27258.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27265.314453 Penalty: 587.279907
	Iteration 16Q: 3 clusters Score -27265.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27270.220703 Penalty: 587.279907
	Iteration 17Q: 3 clusters Score -27270.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27272.380859 Penalty: 587.279907
	Iteration 18Q: 3 clusters Score -27272.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27272.603516 Penalty: 587.279907
	Iteration 19Q: 3 clusters Score -27272.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27272.603516 Penalty: 587.279907
	Iteration 20F: 3 clusters Score -27272.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 274181 members 
Mstep: Class 4 contains 122 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47362 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 57 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161863 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 6358 members 
Mstep: Class 33 contains 17 members 
Mstep: Class 34 contains 1171 members 
Mstep: Class 35 contains 71 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 290 members 
Entering Unmasked Estep 
Score: -27453078.000000 Penalty: 22805.468750
Splitting cluster 27 changes total score from -27450762.000000 to -27453078.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 28 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -13256.882812 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -13256.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12912.210938 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -12912.21 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12989.084961 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -12989.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13008.642578 Penalty: 519.044189
	Iteration 2Q: 3 clusters Score -13008.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13018.774414 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -13018.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13025.159180 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -13025.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13030.738281 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -13030.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13033.166992 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -13033.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13036.940430 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -13036.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13043.516602 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -13043.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13058.382812 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -13058.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13079.125000 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -13079.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13086.562500 Penalty: 519.044189
	Iteration 11Q: 3 clusters Score -13086.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13089.843750 Penalty: 519.044189
	Iteration 12Q: 3 clusters Score -13089.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13096.007812 Penalty: 519.044189
	Iteration 13Q: 3 clusters Score -13096.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13101.092773 Penalty: 519.044189
	Iteration 14Q: 3 clusters Score -13101.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13107.914062 Penalty: 519.044189
	Iteration 15Q: 3 clusters Score -13107.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13111.499023 Penalty: 519.044189
	Iteration 16Q: 3 clusters Score -13111.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13111.499023 Penalty: 519.044189
	Iteration 17F: 3 clusters Score -13111.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Entering Unmasked Estep 
Score: -319464.656250 Penalty: 399.448853
	Iteration 0F: 2 clusters Score -319464.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -315108.875000 Penalty: 798.897705
	Iteration 0F: 3 clusters Score -315108.9 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -316755.000000 Penalty: 798.897705
	Iteration 1F: 3 clusters Score -316755 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -317031.437500 Penalty: 798.897705
	Iteration 2F: 3 clusters Score -317031.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -317371.718750 Penalty: 798.897705
	Iteration 3F: 3 clusters Score -317371.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -317761.437500 Penalty: 798.897705
	Iteration 4F: 3 clusters Score -317761.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -318090.625000 Penalty: 798.897705
	Iteration 5F: 3 clusters Score -318090.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -318361.531250 Penalty: 798.897705
	Iteration 6F: 3 clusters Score -318361.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -318549.156250 Penalty: 798.897705
	Iteration 7Q: 3 clusters Score -318549.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -318682.906250 Penalty: 798.897705
	Iteration 8Q: 3 clusters Score -318682.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -318782.593750 Penalty: 798.897705
	Iteration 9Q: 3 clusters Score -318782.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -318849.906250 Penalty: 798.897705
	Iteration 10Q: 3 clusters Score -318849.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -318890.812500 Penalty: 798.897705
	Iteration 11Q: 3 clusters Score -318890.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -318930.125000 Penalty: 798.897705
	Iteration 12Q: 3 clusters Score -318930.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -318970.031250 Penalty: 798.897705
	Iteration 13Q: 3 clusters Score -318970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -318992.937500 Penalty: 798.897705
	Iteration 14Q: 3 clusters Score -318992.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -319010.750000 Penalty: 798.897705
	Iteration 15Q: 3 clusters Score -319010.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -319031.343750 Penalty: 798.897705
	Iteration 16Q: 3 clusters Score -319031.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -319049.187500 Penalty: 798.897705
	Iteration 17Q: 3 clusters Score -319049.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -319062.968750 Penalty: 798.897705
	Iteration 18Q: 3 clusters Score -319063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -319071.968750 Penalty: 798.897705
	Iteration 19Q: 3 clusters Score -319072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -319077.125000 Penalty: 798.897705
	Iteration 20F: 3 clusters Score -319077.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -319081.156250 Penalty: 798.897705
	Iteration 21Q: 3 clusters Score -319081.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -319086.375000 Penalty: 798.897705
	Iteration 22Q: 3 clusters Score -319086.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -319090.218750 Penalty: 798.897705
	Iteration 23Q: 3 clusters Score -319090.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -319095.093750 Penalty: 798.897705
	Iteration 24Q: 3 clusters Score -319095.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -319099.937500 Penalty: 798.897705
	Iteration 25Q: 3 clusters Score -319099.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -319106.531250 Penalty: 798.897705
	Iteration 26Q: 3 clusters Score -319106.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -319110.687500 Penalty: 798.897705
	Iteration 27Q: 3 clusters Score -319110.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -319114.625000 Penalty: 798.897705
	Iteration 28Q: 3 clusters Score -319114.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -319116.531250 Penalty: 798.897705
	Iteration 29Q: 3 clusters Score -319116.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -319119.468750 Penalty: 798.897705
	Iteration 30Q: 3 clusters Score -319119.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -319122.906250 Penalty: 798.897705
	Iteration 31Q: 3 clusters Score -319122.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -319126.593750 Penalty: 798.897705
	Iteration 32Q: 3 clusters Score -319126.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -319128.781250 Penalty: 798.897705
	Iteration 33Q: 3 clusters Score -319128.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -319130.875000 Penalty: 798.897705
	Iteration 34Q: 3 clusters Score -319130.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -319134.156250 Penalty: 798.897705
	Iteration 35Q: 3 clusters Score -319134.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -319138.281250 Penalty: 798.897705
	Iteration 36Q: 3 clusters Score -319138.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -319141.593750 Penalty: 798.897705
	Iteration 37Q: 3 clusters Score -319141.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -319144.375000 Penalty: 798.897705
	Iteration 38Q: 3 clusters Score -319144.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -319146.500000 Penalty: 798.897705
	Iteration 39Q: 3 clusters Score -319146.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -319148.593750 Penalty: 798.897705
	Iteration 40F: 3 clusters Score -319148.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -319149.750000 Penalty: 798.897705
	Iteration 41Q: 3 clusters Score -319149.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -319150.281250 Penalty: 798.897705
	Iteration 42Q: 3 clusters Score -319150.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -319152.750000 Penalty: 798.897705
	Iteration 43Q: 3 clusters Score -319152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -319153.812500 Penalty: 798.897705
	Iteration 44Q: 3 clusters Score -319153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -319154.406250 Penalty: 798.897705
	Iteration 45Q: 3 clusters Score -319154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -319154.750000 Penalty: 798.897705
	Iteration 46Q: 3 clusters Score -319154.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -319156.937500 Penalty: 798.897705
	Iteration 47Q: 3 clusters Score -319156.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -319159.406250 Penalty: 798.897705
	Iteration 48Q: 3 clusters Score -319159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -319161.687500 Penalty: 798.897705
	Iteration 49Q: 3 clusters Score -319161.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -319163.562500 Penalty: 798.897705
	Iteration 50Q: 3 clusters Score -319163.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -319165.687500 Penalty: 798.897705
	Iteration 51Q: 3 clusters Score -319165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -319165.968750 Penalty: 798.897705
	Iteration 52Q: 3 clusters Score -319166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -319165.750000 Penalty: 798.897705
	Iteration 53Q: 3 clusters Score -319165.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -319165.750000 Penalty: 798.897705
	Iteration 54F: 3 clusters Score -319165.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -6613.402832 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -6613.403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6368.187988 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -6368.188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6425.794434 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -6425.794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6438.645020 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -6438.645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6444.312988 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -6444.313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6446.050781 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -6446.051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6451.675781 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -6451.676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6459.932617 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -6459.933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6468.665527 Penalty: 456.572449
	Iteration 7Q: 3 clusters Score -6468.666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6480.029297 Penalty: 456.572449
	Iteration 8Q: 3 clusters Score -6480.029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6488.750488 Penalty: 456.572449
	Iteration 9Q: 3 clusters Score -6488.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6490.075684 Penalty: 456.572449
	Iteration 10Q: 3 clusters Score -6490.076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6490.432129 Penalty: 456.572449
	Iteration 11Q: 3 clusters Score -6490.432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6491.057617 Penalty: 456.572449
	Iteration 12Q: 3 clusters Score -6491.058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6491.970703 Penalty: 456.572449
	Iteration 13Q: 3 clusters Score -6491.971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6491.970703 Penalty: 456.572449
	Iteration 14F: 3 clusters Score -6491.971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -13518.503906 Penalty: 263.858734
	Iteration 0F: 2 clusters Score -13518.5 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 155 members 
Entering Unmasked Estep 
Score: -13166.892578 Penalty: 527.717468
	Iteration 0F: 3 clusters Score -13166.89 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13309.758789 Penalty: 527.717468
	Iteration 1F: 3 clusters Score -13309.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13357.143555 Penalty: 527.717468
	Iteration 2F: 3 clusters Score -13357.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13381.745117 Penalty: 527.717468
	Iteration 3Q: 3 clusters Score -13381.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13420.257812 Penalty: 527.717468
	Iteration 4Q: 3 clusters Score -13420.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13439.825195 Penalty: 527.717468
	Iteration 5Q: 3 clusters Score -13439.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13461.220703 Penalty: 527.717468
	Iteration 6Q: 3 clusters Score -13461.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13512.083984 Penalty: 527.717468
	Iteration 7Q: 3 clusters Score -13512.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13529.531250 Penalty: 527.717468
	Iteration 8Q: 3 clusters Score -13529.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13539.663086 Penalty: 527.717468
	Iteration 9Q: 3 clusters Score -13539.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13548.053711 Penalty: 527.717468
	Iteration 10Q: 3 clusters Score -13548.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13555.206055 Penalty: 527.717468
	Iteration 11Q: 3 clusters Score -13555.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13560.128906 Penalty: 527.717468
	Iteration 12Q: 3 clusters Score -13560.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13564.805664 Penalty: 527.717468
	Iteration 13Q: 3 clusters Score -13564.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13567.584961 Penalty: 527.717468
	Iteration 14Q: 3 clusters Score -13567.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13573.462891 Penalty: 527.717468
	Iteration 15Q: 3 clusters Score -13573.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13578.119141 Penalty: 527.717468
	Iteration 16Q: 3 clusters Score -13578.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13579.400391 Penalty: 527.717468
	Iteration 17Q: 3 clusters Score -13579.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13582.659180 Penalty: 527.717468
	Iteration 18F: 3 clusters Score -13582.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13593.668945 Penalty: 527.717468
	Iteration 19Q: 3 clusters Score -13593.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13600.900391 Penalty: 527.717468
	Iteration 20F: 3 clusters Score -13600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13605.399414 Penalty: 527.717468
	Iteration 21Q: 3 clusters Score -13605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13623.594727 Penalty: 527.717468
	Iteration 22Q: 3 clusters Score -13623.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13630.258789 Penalty: 527.717468
	Iteration 23Q: 3 clusters Score -13630.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13634.523438 Penalty: 527.717468
	Iteration 24Q: 3 clusters Score -13634.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13642.547852 Penalty: 527.717468
	Iteration 25Q: 3 clusters Score -13642.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13643.118164 Penalty: 527.717468
	Iteration 26Q: 3 clusters Score -13643.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13643.118164 Penalty: 527.717468
	Iteration 27F: 3 clusters Score -13643.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 274181 members 
Mstep: Class 4 contains 122 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47362 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 57 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161863 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 190 members 
Mstep: Class 32 contains 6358 members 
Mstep: Class 33 contains 17 members 
Mstep: Class 34 contains 1171 members 
Mstep: Class 35 contains 71 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 140 members 
Entering Unmasked Estep 
Score: -27452868.000000 Penalty: 23405.613281
Splitting cluster 31 changes total score from -27450762.000000 to -27452868.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 274181 members 
Mstep: Class 4 contains 122 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47362 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 57 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 161863 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 33. Lose 189.877335 but Gain 600.144531
Score: -27454190.000000 Penalty: 22805.468750
Iteration 159F: 39 clusters Score -2.745419e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 3001 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 275134 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 4764 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2128 members 
Mstep: Class 11 contains 2448 members 
Mstep: Class 12 contains 6979 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 1727 members 
Mstep: Class 15 contains 364 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47170 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 66 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 160953 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 779 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 333 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 213 members 
Mstep: Class 32 contains 6539 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 69 members 
Mstep: Class 36 contains 284 members 
Mstep: Class 37 contains 271 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27454978.000000 Penalty: 22805.468750
Iteration 160F: 39 clusters Score -2.745498e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 2990 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 275805 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 4681 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2131 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 6911 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47062 members 
Mstep: Class 18 contains 718 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 78 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 160238 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 333 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6502 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 226 members 
Mstep: Class 32 contains 6697 members 
Mstep: Class 34 contains 1632 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 278 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455896.000000 Penalty: 22805.468750
Iteration 161Q: 39 clusters Score -2.74559e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 276170 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 4609 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2136 members 
Mstep: Class 11 contains 2411 members 
Mstep: Class 12 contains 6872 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 1699 members 
Mstep: Class 15 contains 365 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 47007 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 1660 members 
Mstep: Class 21 contains 90 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 159723 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 757 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 335 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6510 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 234 members 
Mstep: Class 32 contains 6883 members 
Mstep: Class 34 contains 1798 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 275 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456144.000000 Penalty: 22805.468750
Iteration 162Q: 39 clusters Score -2.745614e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 276453 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 1006 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 4540 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 6829 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 1688 members 
Mstep: Class 15 contains 365 members 
Mstep: Class 16 contains 548 members 
Mstep: Class 17 contains 46980 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 1657 members 
Mstep: Class 21 contains 84 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 159275 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 751 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 338 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6520 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 239 members 
Mstep: Class 32 contains 7079 members 
Mstep: Class 34 contains 1933 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 269 members 
Mstep: Class 37 contains 284 members 
Mstep: Class 38 contains 286 members 
Mstep: Class 39 contains 146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456332.000000 Penalty: 22805.468750
Iteration 163Q: 39 clusters Score -2.745633e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 276673 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 4475 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 6798 members 
Mstep: Class 13 contains 886 members 
Mstep: Class 14 contains 1676 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 549 members 
Mstep: Class 17 contains 46962 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 158889 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 344 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6532 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 240 members 
Mstep: Class 32 contains 7257 members 
Mstep: Class 34 contains 2056 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 284 members 
Mstep: Class 38 contains 283 members 
Mstep: Class 39 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456252.000000 Penalty: 22805.468750
Iteration 164Q: 39 clusters Score -2.745625e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 276839 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 996 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 2366 members 
Mstep: Class 12 contains 6776 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 550 members 
Mstep: Class 17 contains 46944 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 1654 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 158544 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6546 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 240 members 
Mstep: Class 32 contains 7433 members 
Mstep: Class 34 contains 2167 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 256 members 
Mstep: Class 37 contains 284 members 
Mstep: Class 38 contains 283 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456296.000000 Penalty: 22805.468750
Iteration 165Q: 39 clusters Score -2.74563e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 277020 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 991 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 4371 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2136 members 
Mstep: Class 11 contains 2355 members 
Mstep: Class 12 contains 6753 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 46920 members 
Mstep: Class 18 contains 723 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 1654 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 158208 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6561 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 241 members 
Mstep: Class 32 contains 7608 members 
Mstep: Class 34 contains 2260 members 
Mstep: Class 35 contains 73 members 
Mstep: Class 36 contains 252 members 
Mstep: Class 37 contains 284 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456350.000000 Penalty: 22805.468750
Iteration 166Q: 39 clusters Score -2.745635e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 277204 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2136 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 6741 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 46901 members 
Mstep: Class 18 contains 724 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 1654 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 157852 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 745 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6579 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 34 contains 2343 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 286 members 
Mstep: Class 39 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456484.000000 Penalty: 22805.468750
Iteration 167Q: 39 clusters Score -2.745648e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 277358 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 720 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 4287 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 6730 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 1635 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 46889 members 
Mstep: Class 18 contains 725 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 1656 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 157545 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 744 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6590 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 7913 members 
Mstep: Class 34 contains 2405 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 245 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456456.000000 Penalty: 22805.468750
Iteration 168Q: 39 clusters Score -2.745646e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 277521 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 991 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 1627 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 46875 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 157266 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6600 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 34 contains 2458 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 241 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456494.000000 Penalty: 22805.468750
Iteration 169Q: 39 clusters Score -2.745649e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 277692 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 991 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 4200 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2132 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 46870 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 1656 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 156977 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6613 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 8193 members 
Mstep: Class 34 contains 2499 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 239 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456498.000000 Penalty: 22805.468750
Iteration 170Q: 39 clusters Score -2.74565e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 277861 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 991 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2331 members 
Mstep: Class 12 contains 6675 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 1614 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 46856 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 156712 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6629 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 34 contains 2533 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456432.000000 Penalty: 22805.468750
Iteration 171Q: 39 clusters Score -2.745643e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 278018 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 6684 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 1609 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 46850 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 1656 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 156442 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6645 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 8417 members 
Mstep: Class 34 contains 2565 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456338.000000 Penalty: 22805.468750
Iteration 172Q: 39 clusters Score -2.745634e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 278193 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 986 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 4129 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2115 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 883 members 
Mstep: Class 14 contains 1601 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 46843 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 156180 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6661 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 8511 members 
Mstep: Class 34 contains 2587 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456376.000000 Penalty: 22805.468750
Iteration 173Q: 39 clusters Score -2.745638e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 278314 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2116 members 
Mstep: Class 11 contains 2302 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1597 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 46828 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 1657 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 155963 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6682 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 8607 members 
Mstep: Class 34 contains 2614 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456298.000000 Penalty: 22805.468750
Iteration 174Q: 39 clusters Score -2.74563e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 278411 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 982 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 4088 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 2294 members 
Mstep: Class 12 contains 6721 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 1594 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 46812 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 1654 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 155764 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 8698 members 
Mstep: Class 34 contains 2632 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456348.000000 Penalty: 22805.468750
Iteration 175Q: 39 clusters Score -2.745635e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 278516 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 4060 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 6749 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 1592 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 46795 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 155545 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6727 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 8796 members 
Mstep: Class 34 contains 2657 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456306.000000 Penalty: 22805.468750
Iteration 176Q: 39 clusters Score -2.745631e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 278564 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 730 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 4037 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2131 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6767 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 1587 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 552 members 
Mstep: Class 17 contains 46794 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 1649 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 155365 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6749 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 8915 members 
Mstep: Class 34 contains 2675 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456304.000000 Penalty: 22805.468750
Iteration 177Q: 39 clusters Score -2.74563e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 278612 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2136 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 6770 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 552 members 
Mstep: Class 17 contains 46807 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 1650 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 155202 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6768 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 9027 members 
Mstep: Class 34 contains 2681 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456262.000000 Penalty: 22805.468750
Iteration 178Q: 39 clusters Score -2.745626e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 278657 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 3999 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 2219 members 
Mstep: Class 12 contains 6774 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1575 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 552 members 
Mstep: Class 17 contains 46816 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 155076 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6782 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 9117 members 
Mstep: Class 34 contains 2684 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456332.000000 Penalty: 22805.468750
Iteration 179Q: 39 clusters Score -2.745633e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 2976 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 278699 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 6 contains 749 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 3984 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 6780 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1569 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 46830 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 83 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 154952 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6784 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 9197 members 
Mstep: Class 34 contains 2689 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27459422.000000 Penalty: 22805.468750
Iteration 180F: 39 clusters Score -2.745942e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 2809 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 278732 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 968 members 
Mstep: Class 6 contains 759 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 2199 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 17 contains 46852 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 154809 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6784 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 9280 members 
Mstep: Class 34 contains 2697 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463626.000000 Penalty: 22805.468750
Iteration 181Q: 39 clusters Score -2.746363e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 278757 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 965 members 
Mstep: Class 6 contains 765 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 6787 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 17 contains 46868 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 154673 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 344 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6789 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 9375 members 
Mstep: Class 34 contains 2710 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463840.000000 Penalty: 22805.468750
Iteration 182Q: 39 clusters Score -2.746384e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 278764 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 963 members 
Mstep: Class 6 contains 771 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 3936 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 6797 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 46884 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 154559 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6794 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 9452 members 
Mstep: Class 34 contains 2721 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 237 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463822.000000 Penalty: 22805.468750
Iteration 183Q: 39 clusters Score -2.746382e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 278747 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 6816 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1560 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46906 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 154477 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 744 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6793 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 9524 members 
Mstep: Class 34 contains 2726 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 236 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463866.000000 Penalty: 22805.468750
Iteration 184Q: 39 clusters Score -2.746387e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 278737 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 6815 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 1559 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 46924 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 154407 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 745 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6798 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 9601 members 
Mstep: Class 34 contains 2728 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463882.000000 Penalty: 22805.468750
Iteration 185Q: 39 clusters Score -2.746388e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 278754 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 2135 members 
Mstep: Class 12 contains 6815 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 1559 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 46940 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 186 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 154317 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 744 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6801 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9671 members 
Mstep: Class 34 contains 2730 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463970.000000 Penalty: 22805.468750
Iteration 186Q: 39 clusters Score -2.746397e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 278771 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 2131 members 
Mstep: Class 12 contains 6802 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 1558 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 46953 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 154241 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 744 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6806 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 244 members 
Mstep: Class 32 contains 9732 members 
Mstep: Class 34 contains 2733 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463994.000000 Penalty: 22805.468750
Iteration 187Q: 39 clusters Score -2.746399e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 278789 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 807 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 3876 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 2129 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 1557 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 46957 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 154171 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6810 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9793 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463982.000000 Penalty: 22805.468750
Iteration 188Q: 39 clusters Score -2.746398e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 278814 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 3862 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 6771 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1556 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 46967 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 154103 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6813 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9847 members 
Mstep: Class 34 contains 2743 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463942.000000 Penalty: 22805.468750
Iteration 189Q: 39 clusters Score -2.746394e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 278846 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 2119 members 
Mstep: Class 12 contains 6761 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1555 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 46969 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 154024 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6815 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9897 members 
Mstep: Class 34 contains 2751 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463942.000000 Penalty: 22805.468750
Iteration 190Q: 39 clusters Score -2.746394e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 278866 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 2116 members 
Mstep: Class 12 contains 6754 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1553 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 46977 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153945 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6814 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9949 members 
Mstep: Class 34 contains 2756 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463924.000000 Penalty: 22805.468750
Iteration 191Q: 39 clusters Score -2.746392e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 278895 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2165 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 6751 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 46981 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153878 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6815 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9984 members 
Mstep: Class 34 contains 2755 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463880.000000 Penalty: 22805.468750
Iteration 192Q: 39 clusters Score -2.746388e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 278930 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 854 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 3847 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2162 members 
Mstep: Class 11 contains 2111 members 
Mstep: Class 12 contains 6746 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 46980 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153819 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6819 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10012 members 
Mstep: Class 34 contains 2758 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463874.000000 Penalty: 22805.468750
Iteration 193Q: 39 clusters Score -2.746387e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 278970 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 860 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2159 members 
Mstep: Class 11 contains 2111 members 
Mstep: Class 12 contains 6749 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 46977 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153756 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6823 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10029 members 
Mstep: Class 34 contains 2762 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463890.000000 Penalty: 22805.468750
Iteration 194Q: 39 clusters Score -2.746389e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 278995 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 6758 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 46975 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153702 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6824 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10043 members 
Mstep: Class 34 contains 2769 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463910.000000 Penalty: 22805.468750
Iteration 195Q: 39 clusters Score -2.746391e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 279031 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2113 members 
Mstep: Class 12 contains 6766 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 46968 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153631 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6826 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10061 members 
Mstep: Class 34 contains 2777 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463886.000000 Penalty: 22805.468750
Iteration 196Q: 39 clusters Score -2.746389e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 279059 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2113 members 
Mstep: Class 12 contains 6762 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1551 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46958 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153584 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6827 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10083 members 
Mstep: Class 34 contains 2781 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463874.000000 Penalty: 22805.468750
Iteration 197Q: 39 clusters Score -2.746387e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 279099 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 6749 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46956 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153538 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6821 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10101 members 
Mstep: Class 34 contains 2785 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463926.000000 Penalty: 22805.468750
Iteration 198Q: 39 clusters Score -2.746393e+07 nChanged 156
Entering ConstructFrom: 
Score: -27463926.000000 Penalty: 22805.468750
Entering ConstructFrom: 
Trying to split cluster 1 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13149.570312 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13149.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12823.361328 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12823.36 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12897.240234 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12897.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12928.803711 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12928.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12942.226562 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -12942.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12946.935547 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -12946.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12947.773438 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -12947.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12948.069336 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -12948.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12948.069336 Penalty: 510.461945
	Iteration 7F: 3 clusters Score -12948.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Entering Unmasked Estep 
Score: -206810.078125 Penalty: 378.391663
	Iteration 0F: 2 clusters Score -206810.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -204037.421875 Penalty: 756.783325
	Iteration 0F: 3 clusters Score -204037.4 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -205000.406250 Penalty: 756.783325
	Iteration 1F: 3 clusters Score -205000.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -205103.265625 Penalty: 756.783325
	Iteration 2F: 3 clusters Score -205103.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -205214.156250 Penalty: 756.783325
	Iteration 3F: 3 clusters Score -205214.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -205351.250000 Penalty: 756.783325
	Iteration 4F: 3 clusters Score -205351.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -205529.750000 Penalty: 756.783325
	Iteration 5F: 3 clusters Score -205529.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -205724.296875 Penalty: 756.783325
	Iteration 6F: 3 clusters Score -205724.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -205899.750000 Penalty: 756.783325
	Iteration 7F: 3 clusters Score -205899.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -205973.359375 Penalty: 756.783325
	Iteration 8Q: 3 clusters Score -205973.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -206030.453125 Penalty: 756.783325
	Iteration 9Q: 3 clusters Score -206030.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -206078.296875 Penalty: 756.783325
	Iteration 10Q: 3 clusters Score -206078.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -206113.890625 Penalty: 756.783325
	Iteration 11Q: 3 clusters Score -206113.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -206147.250000 Penalty: 756.783325
	Iteration 12Q: 3 clusters Score -206147.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -206189.953125 Penalty: 756.783325
	Iteration 13Q: 3 clusters Score -206190 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -206241.953125 Penalty: 756.783325
	Iteration 14Q: 3 clusters Score -206242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -206282.843750 Penalty: 756.783325
	Iteration 15Q: 3 clusters Score -206282.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -206346.687500 Penalty: 756.783325
	Iteration 16Q: 3 clusters Score -206346.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -206407.046875 Penalty: 756.783325
	Iteration 17Q: 3 clusters Score -206407 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -206444.562500 Penalty: 756.783325
	Iteration 18Q: 3 clusters Score -206444.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -206472.468750 Penalty: 756.783325
	Iteration 19Q: 3 clusters Score -206472.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -206489.000000 Penalty: 756.783325
	Iteration 20F: 3 clusters Score -206489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -206506.687500 Penalty: 756.783325
	Iteration 21Q: 3 clusters Score -206506.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -206517.625000 Penalty: 756.783325
	Iteration 22Q: 3 clusters Score -206517.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -206527.156250 Penalty: 756.783325
	Iteration 23Q: 3 clusters Score -206527.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -206531.109375 Penalty: 756.783325
	Iteration 24Q: 3 clusters Score -206531.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -206535.296875 Penalty: 756.783325
	Iteration 25Q: 3 clusters Score -206535.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -206542.187500 Penalty: 756.783325
	Iteration 26Q: 3 clusters Score -206542.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -206546.359375 Penalty: 756.783325
	Iteration 27Q: 3 clusters Score -206546.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -206550.203125 Penalty: 756.783325
	Iteration 28Q: 3 clusters Score -206550.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -206556.906250 Penalty: 756.783325
	Iteration 29Q: 3 clusters Score -206556.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -206564.062500 Penalty: 756.783325
	Iteration 30Q: 3 clusters Score -206564.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -206568.250000 Penalty: 756.783325
	Iteration 31Q: 3 clusters Score -206568.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -206571.343750 Penalty: 756.783325
	Iteration 32Q: 3 clusters Score -206571.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -206573.593750 Penalty: 756.783325
	Iteration 33Q: 3 clusters Score -206573.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -206577.437500 Penalty: 756.783325
	Iteration 34Q: 3 clusters Score -206577.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -206582.937500 Penalty: 756.783325
	Iteration 35Q: 3 clusters Score -206582.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -206585.812500 Penalty: 756.783325
	Iteration 36Q: 3 clusters Score -206585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -206586.359375 Penalty: 756.783325
	Iteration 37Q: 3 clusters Score -206586.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -206586.859375 Penalty: 756.783325
	Iteration 38Q: 3 clusters Score -206586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -206587.609375 Penalty: 756.783325
	Iteration 39Q: 3 clusters Score -206587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -206587.765625 Penalty: 756.783325
	Iteration 40F: 3 clusters Score -206587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -206587.843750 Penalty: 756.783325
	Iteration 41Q: 3 clusters Score -206587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -206588.484375 Penalty: 756.783325
	Iteration 42Q: 3 clusters Score -206588.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -206589.078125 Penalty: 756.783325
	Iteration 43Q: 3 clusters Score -206589.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -206589.578125 Penalty: 756.783325
	Iteration 44Q: 3 clusters Score -206589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -206590.125000 Penalty: 756.783325
	Iteration 45Q: 3 clusters Score -206590.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -206590.296875 Penalty: 756.783325
	Iteration 46Q: 3 clusters Score -206590.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -206590.296875 Penalty: 756.783325
	Iteration 47F: 3 clusters Score -206590.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (279123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279123 members 
Entering Unmasked Estep 
Score: -14811373.000000 Penalty: 570.543030
	Iteration 0F: 2 clusters Score -1.481137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140159 members 
Mstep: Class 2 contains 138964 members 
Entering Unmasked Estep 
Score: -14625720.000000 Penalty: 1141.086060
	Iteration 0F: 3 clusters Score -1.462572e+07 nChanged 137529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170986 members 
Mstep: Class 2 contains 108137 members 
Entering Unmasked Estep 
Score: -14718802.000000 Penalty: 1141.086060
	Iteration 1F: 3 clusters Score -1.47188e+07 nChanged 19140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188342 members 
Mstep: Class 2 contains 90781 members 
Entering Unmasked Estep 
Score: -14729639.000000 Penalty: 1141.086060
	Iteration 2F: 3 clusters Score -1.472964e+07 nChanged 23103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210273 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -14746226.000000 Penalty: 1141.086060
	Iteration 3F: 3 clusters Score -1.474623e+07 nChanged 23390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233015 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -14766120.000000 Penalty: 1141.086060
	Iteration 4F: 3 clusters Score -1.476612e+07 nChanged 18930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251681 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -14784464.000000 Penalty: 1141.086060
	Iteration 5F: 3 clusters Score -1.478446e+07 nChanged 12014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263609 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -14796913.000000 Penalty: 1141.086060
	Iteration 6Q: 3 clusters Score -1.479691e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269685 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -14804547.000000 Penalty: 1141.086060
	Iteration 7Q: 3 clusters Score -1.480455e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273155 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -14808050.000000 Penalty: 1141.086060
	Iteration 8Q: 3 clusters Score -1.480805e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275418 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -14809530.000000 Penalty: 1141.086060
	Iteration 9Q: 3 clusters Score -1.480953e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276859 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -14810215.000000 Penalty: 1141.086060
	Iteration 10Q: 3 clusters Score -1.481022e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277802 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -14810565.000000 Penalty: 1141.086060
	Iteration 11Q: 3 clusters Score -1.481056e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278336 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -14810709.000000 Penalty: 1141.086060
	Iteration 12Q: 3 clusters Score -1.481071e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278623 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -14810790.000000 Penalty: 1141.086060
	Iteration 13Q: 3 clusters Score -1.481079e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278802 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -14810837.000000 Penalty: 1141.086060
	Iteration 14Q: 3 clusters Score -1.481084e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278899 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14810898.000000 Penalty: 1141.086060
	Iteration 15Q: 3 clusters Score -1.48109e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278952 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14810886.000000 Penalty: 1141.086060
	Iteration 16Q: 3 clusters Score -1.481089e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278986 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14810891.000000 Penalty: 1141.086060
	Iteration 17Q: 3 clusters Score -1.481089e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279001 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14810895.000000 Penalty: 1141.086060
	Iteration 18Q: 3 clusters Score -1.48109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279008 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14810904.000000 Penalty: 1141.086060
	Iteration 19Q: 3 clusters Score -1.48109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279011 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14810901.000000 Penalty: 1141.086060
	Iteration 20F: 3 clusters Score -1.48109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279013 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14810912.000000 Penalty: 1141.086060
	Iteration 21Q: 3 clusters Score -1.481091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279017 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14810907.000000 Penalty: 1141.086060
	Iteration 22Q: 3 clusters Score -1.481091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279017 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14810923.000000 Penalty: 1141.086060
	Iteration 23Q: 3 clusters Score -1.481092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279021 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14810923.000000 Penalty: 1141.086060
	Iteration 24Q: 3 clusters Score -1.481092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279022 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14810924.000000 Penalty: 1141.086060
	Iteration 25Q: 3 clusters Score -1.481092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279021 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14810927.000000 Penalty: 1141.086060
	Iteration 26Q: 3 clusters Score -1.481093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279021 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14810927.000000 Penalty: 1141.086060
	Iteration 27F: 3 clusters Score -1.481093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -6268.913574 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -6268.914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6043.030762 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -6043.031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6087.360840 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -6087.361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6097.823730 Penalty: 443.642975
	Iteration 2Q: 3 clusters Score -6097.824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6103.955566 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -6103.956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6103.955566 Penalty: 443.642975
	Iteration 4F: 3 clusters Score -6103.956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -49751.675781 Penalty: 312.303040
	Iteration 0F: 2 clusters Score -49751.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -48941.179688 Penalty: 624.606079
	Iteration 0F: 3 clusters Score -48941.18 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -49179.281250 Penalty: 624.606079
	Iteration 1F: 3 clusters Score -49179.28 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49250.640625 Penalty: 624.606079
	Iteration 2F: 3 clusters Score -49250.64 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49315.066406 Penalty: 624.606079
	Iteration 3F: 3 clusters Score -49315.07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49358.242188 Penalty: 624.606079
	Iteration 4F: 3 clusters Score -49358.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -49387.375000 Penalty: 624.606079
	Iteration 5Q: 3 clusters Score -49387.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -49410.886719 Penalty: 624.606079
	Iteration 6Q: 3 clusters Score -49410.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -49433.925781 Penalty: 624.606079
	Iteration 7Q: 3 clusters Score -49433.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -49455.941406 Penalty: 624.606079
	Iteration 8Q: 3 clusters Score -49455.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -49463.390625 Penalty: 624.606079
	Iteration 9Q: 3 clusters Score -49463.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -49469.058594 Penalty: 624.606079
	Iteration 10Q: 3 clusters Score -49469.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -49470.375000 Penalty: 624.606079
	Iteration 11Q: 3 clusters Score -49470.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -49474.839844 Penalty: 624.606079
	Iteration 12Q: 3 clusters Score -49474.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -49475.152344 Penalty: 624.606079
	Iteration 13Q: 3 clusters Score -49475.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -49476.218750 Penalty: 624.606079
	Iteration 14Q: 3 clusters Score -49476.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -49478.371094 Penalty: 624.606079
	Iteration 15Q: 3 clusters Score -49478.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -49481.226562 Penalty: 624.606079
	Iteration 16Q: 3 clusters Score -49481.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -49485.714844 Penalty: 624.606079
	Iteration 17Q: 3 clusters Score -49485.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -49488.531250 Penalty: 624.606079
	Iteration 18Q: 3 clusters Score -49488.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -49494.117188 Penalty: 624.606079
	Iteration 19Q: 3 clusters Score -49494.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -49494.972656 Penalty: 624.606079
	Iteration 20F: 3 clusters Score -49494.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -49497.523438 Penalty: 624.606079
	Iteration 21Q: 3 clusters Score -49497.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -49506.269531 Penalty: 624.606079
	Iteration 22Q: 3 clusters Score -49506.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -49516.582031 Penalty: 624.606079
	Iteration 23Q: 3 clusters Score -49516.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -49519.984375 Penalty: 624.606079
	Iteration 24Q: 3 clusters Score -49519.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -49521.292969 Penalty: 624.606079
	Iteration 25Q: 3 clusters Score -49521.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -49521.292969 Penalty: 624.606079
	Iteration 26F: 3 clusters Score -49521.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Entering Unmasked Estep 
Score: -43301.828125 Penalty: 310.011719
	Iteration 0F: 2 clusters Score -43301.83 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 467 members 
Entering Unmasked Estep 
Score: -42569.988281 Penalty: 620.023438
	Iteration 0F: 3 clusters Score -42569.99 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -42770.828125 Penalty: 620.023438
	Iteration 1F: 3 clusters Score -42770.83 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -42827.632812 Penalty: 620.023438
	Iteration 2F: 3 clusters Score -42827.63 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -42881.132812 Penalty: 620.023438
	Iteration 3F: 3 clusters Score -42881.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -42920.371094 Penalty: 620.023438
	Iteration 4F: 3 clusters Score -42920.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42952.921875 Penalty: 620.023438
	Iteration 5Q: 3 clusters Score -42952.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -42982.316406 Penalty: 620.023438
	Iteration 6Q: 3 clusters Score -42982.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43003.546875 Penalty: 620.023438
	Iteration 7Q: 3 clusters Score -43003.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -43020.683594 Penalty: 620.023438
	Iteration 8Q: 3 clusters Score -43020.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -43030.710938 Penalty: 620.023438
	Iteration 9Q: 3 clusters Score -43030.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -43036.691406 Penalty: 620.023438
	Iteration 10Q: 3 clusters Score -43036.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -43041.484375 Penalty: 620.023438
	Iteration 11Q: 3 clusters Score -43041.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -43044.164062 Penalty: 620.023438
	Iteration 12Q: 3 clusters Score -43044.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -43046.265625 Penalty: 620.023438
	Iteration 13Q: 3 clusters Score -43046.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -43046.824219 Penalty: 620.023438
	Iteration 14Q: 3 clusters Score -43046.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -43047.085938 Penalty: 620.023438
	Iteration 15Q: 3 clusters Score -43047.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -43048.261719 Penalty: 620.023438
	Iteration 16Q: 3 clusters Score -43048.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -43051.550781 Penalty: 620.023438
	Iteration 17Q: 3 clusters Score -43051.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -43053.515625 Penalty: 620.023438
	Iteration 18Q: 3 clusters Score -43053.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43056.164062 Penalty: 620.023438
	Iteration 19Q: 3 clusters Score -43056.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43058.757812 Penalty: 620.023438
	Iteration 20F: 3 clusters Score -43058.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -43063.242188 Penalty: 620.023438
	Iteration 21Q: 3 clusters Score -43063.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43068.304688 Penalty: 620.023438
	Iteration 22Q: 3 clusters Score -43068.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -43071.871094 Penalty: 620.023438
	Iteration 23Q: 3 clusters Score -43071.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -43079.402344 Penalty: 620.023438
	Iteration 24Q: 3 clusters Score -43079.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43083.234375 Penalty: 620.023438
	Iteration 25Q: 3 clusters Score -43083.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43085.914062 Penalty: 620.023438
	Iteration 26Q: 3 clusters Score -43085.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43089.199219 Penalty: 620.023438
	Iteration 27Q: 3 clusters Score -43089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -43090.554688 Penalty: 620.023438
	Iteration 28Q: 3 clusters Score -43090.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43090.910156 Penalty: 620.023438
	Iteration 29Q: 3 clusters Score -43090.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43091.679688 Penalty: 620.023438
	Iteration 30Q: 3 clusters Score -43091.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43092.257812 Penalty: 620.023438
	Iteration 31Q: 3 clusters Score -43092.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43092.507812 Penalty: 620.023438
	Iteration 32Q: 3 clusters Score -43092.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43092.507812 Penalty: 620.023438
	Iteration 33F: 3 clusters Score -43092.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -67071.734375 Penalty: 324.273529
	Iteration 0F: 2 clusters Score -67071.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -66097.054688 Penalty: 648.547058
	Iteration 0F: 3 clusters Score -66097.05 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -66405.734375 Penalty: 648.547058
	Iteration 1F: 3 clusters Score -66405.73 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -66495.859375 Penalty: 648.547058
	Iteration 2F: 3 clusters Score -66495.86 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -66563.937500 Penalty: 648.547058
	Iteration 3F: 3 clusters Score -66563.94 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -66629.109375 Penalty: 648.547058
	Iteration 4Q: 3 clusters Score -66629.11 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -66709.171875 Penalty: 648.547058
	Iteration 5F: 3 clusters Score -66709.17 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -66771.046875 Penalty: 648.547058
	Iteration 6Q: 3 clusters Score -66771.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -66821.023438 Penalty: 648.547058
	Iteration 7Q: 3 clusters Score -66821.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -66852.351562 Penalty: 648.547058
	Iteration 8Q: 3 clusters Score -66852.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -66869.648438 Penalty: 648.547058
	Iteration 9Q: 3 clusters Score -66869.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -66878.156250 Penalty: 648.547058
	Iteration 10Q: 3 clusters Score -66878.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -66888.625000 Penalty: 648.547058
	Iteration 11Q: 3 clusters Score -66888.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -66898.976562 Penalty: 648.547058
	Iteration 12Q: 3 clusters Score -66898.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -66907.796875 Penalty: 648.547058
	Iteration 13Q: 3 clusters Score -66907.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -66911.843750 Penalty: 648.547058
	Iteration 14Q: 3 clusters Score -66911.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -66915.195312 Penalty: 648.547058
	Iteration 15Q: 3 clusters Score -66915.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -66918.273438 Penalty: 648.547058
	Iteration 16Q: 3 clusters Score -66918.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -66920.093750 Penalty: 648.547058
	Iteration 17Q: 3 clusters Score -66920.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -66921.945312 Penalty: 648.547058
	Iteration 18Q: 3 clusters Score -66921.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -66923.101562 Penalty: 648.547058
	Iteration 19Q: 3 clusters Score -66923.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -66924.218750 Penalty: 648.547058
	Iteration 20F: 3 clusters Score -66924.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -66926.312500 Penalty: 648.547058
	Iteration 21Q: 3 clusters Score -66926.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -66928.937500 Penalty: 648.547058
	Iteration 22Q: 3 clusters Score -66928.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -66931.835938 Penalty: 648.547058
	Iteration 23Q: 3 clusters Score -66931.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -66932.984375 Penalty: 648.547058
	Iteration 24Q: 3 clusters Score -66932.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -66933.039062 Penalty: 648.547058
	Iteration 25Q: 3 clusters Score -66933.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -66933.039062 Penalty: 648.547058
	Iteration 26F: 3 clusters Score -66933.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Entering Unmasked Estep 
Score: -203939.453125 Penalty: 375.308075
	Iteration 0F: 2 clusters Score -203939.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -201333.984375 Penalty: 750.616150
	Iteration 0F: 3 clusters Score -201334 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -202228.203125 Penalty: 750.616150
	Iteration 1F: 3 clusters Score -202228.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -202374.312500 Penalty: 750.616150
	Iteration 2F: 3 clusters Score -202374.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -202531.109375 Penalty: 750.616150
	Iteration 3F: 3 clusters Score -202531.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -202772.203125 Penalty: 750.616150
	Iteration 4F: 3 clusters Score -202772.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -203085.312500 Penalty: 750.616150
	Iteration 5F: 3 clusters Score -203085.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -203333.500000 Penalty: 750.616150
	Iteration 6F: 3 clusters Score -203333.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -203511.750000 Penalty: 750.616150
	Iteration 7F: 3 clusters Score -203511.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -203601.937500 Penalty: 750.616150
	Iteration 8Q: 3 clusters Score -203601.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -203631.640625 Penalty: 750.616150
	Iteration 9Q: 3 clusters Score -203631.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -203645.671875 Penalty: 750.616150
	Iteration 10Q: 3 clusters Score -203645.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -203651.687500 Penalty: 750.616150
	Iteration 11Q: 3 clusters Score -203651.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -203659.687500 Penalty: 750.616150
	Iteration 12Q: 3 clusters Score -203659.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -203665.031250 Penalty: 750.616150
	Iteration 13Q: 3 clusters Score -203665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -203669.812500 Penalty: 750.616150
	Iteration 14Q: 3 clusters Score -203669.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -203674.218750 Penalty: 750.616150
	Iteration 15Q: 3 clusters Score -203674.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -203677.390625 Penalty: 750.616150
	Iteration 16Q: 3 clusters Score -203677.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -203680.656250 Penalty: 750.616150
	Iteration 17Q: 3 clusters Score -203680.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -203684.437500 Penalty: 750.616150
	Iteration 18Q: 3 clusters Score -203684.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -203686.093750 Penalty: 750.616150
	Iteration 19Q: 3 clusters Score -203686.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -203687.484375 Penalty: 750.616150
	Iteration 20F: 3 clusters Score -203687.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -203688.750000 Penalty: 750.616150
	Iteration 21Q: 3 clusters Score -203688.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -203690.390625 Penalty: 750.616150
	Iteration 22Q: 3 clusters Score -203690.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -203691.062500 Penalty: 750.616150
	Iteration 23Q: 3 clusters Score -203691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -203691.578125 Penalty: 750.616150
	Iteration 24Q: 3 clusters Score -203691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -203692.078125 Penalty: 750.616150
	Iteration 25Q: 3 clusters Score -203692.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -203692.687500 Penalty: 750.616150
	Iteration 26Q: 3 clusters Score -203692.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -203692.687500 Penalty: 750.616150
	Iteration 27F: 3 clusters Score -203692.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -12510.506836 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -12510.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12173.130859 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -12173.13 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12230.742188 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -12230.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12242.440430 Penalty: 503.538452
	Iteration 2Q: 3 clusters Score -12242.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12248.720703 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -12248.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12255.238281 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -12255.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12259.739258 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -12259.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12263.185547 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -12263.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12264.711914 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -12264.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12265.625000 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -12265.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12267.060547 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -12267.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12269.769531 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -12269.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12270.779297 Penalty: 503.538452
	Iteration 11Q: 3 clusters Score -12270.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12273.179688 Penalty: 503.538452
	Iteration 12Q: 3 clusters Score -12273.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12273.179688 Penalty: 503.538452
	Iteration 13F: 3 clusters Score -12273.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Entering Unmasked Estep 
Score: -118229.492188 Penalty: 349.237366
	Iteration 0F: 2 clusters Score -118229.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -116708.046875 Penalty: 698.474731
	Iteration 0F: 3 clusters Score -116708 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -117346.062500 Penalty: 698.474731
	Iteration 1F: 3 clusters Score -117346.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -117471.929688 Penalty: 698.474731
	Iteration 2F: 3 clusters Score -117471.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -117595.093750 Penalty: 698.474731
	Iteration 3F: 3 clusters Score -117595.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -117718.835938 Penalty: 698.474731
	Iteration 4F: 3 clusters Score -117718.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -117796.882812 Penalty: 698.474731
	Iteration 5Q: 3 clusters Score -117796.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -117853.648438 Penalty: 698.474731
	Iteration 6Q: 3 clusters Score -117853.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -117891.914062 Penalty: 698.474731
	Iteration 7Q: 3 clusters Score -117891.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -117922.687500 Penalty: 698.474731
	Iteration 8Q: 3 clusters Score -117922.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -117946.210938 Penalty: 698.474731
	Iteration 9Q: 3 clusters Score -117946.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -117958.843750 Penalty: 698.474731
	Iteration 10Q: 3 clusters Score -117958.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -117965.046875 Penalty: 698.474731
	Iteration 11Q: 3 clusters Score -117965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -117973.218750 Penalty: 698.474731
	Iteration 12Q: 3 clusters Score -117973.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -117979.695312 Penalty: 698.474731
	Iteration 13Q: 3 clusters Score -117979.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -117983.429688 Penalty: 698.474731
	Iteration 14Q: 3 clusters Score -117983.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -117985.296875 Penalty: 698.474731
	Iteration 15Q: 3 clusters Score -117985.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -117987.914062 Penalty: 698.474731
	Iteration 16Q: 3 clusters Score -117987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -117988.953125 Penalty: 698.474731
	Iteration 17Q: 3 clusters Score -117989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -117989.695312 Penalty: 698.474731
	Iteration 18Q: 3 clusters Score -117989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -117990.210938 Penalty: 698.474731
	Iteration 19Q: 3 clusters Score -117990.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -117990.734375 Penalty: 698.474731
	Iteration 20F: 3 clusters Score -117990.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -117991.000000 Penalty: 698.474731
	Iteration 21Q: 3 clusters Score -117991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -117991.000000 Penalty: 698.474731
	Iteration 22F: 3 clusters Score -117991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -110589.109375 Penalty: 348.277161
	Iteration 0F: 2 clusters Score -110589.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -109089.718750 Penalty: 696.554321
	Iteration 0F: 3 clusters Score -109089.7 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -109611.359375 Penalty: 696.554321
	Iteration 1F: 3 clusters Score -109611.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -109738.109375 Penalty: 696.554321
	Iteration 2F: 3 clusters Score -109738.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -109861.546875 Penalty: 696.554321
	Iteration 3F: 3 clusters Score -109861.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -109933.796875 Penalty: 696.554321
	Iteration 4F: 3 clusters Score -109933.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -109995.828125 Penalty: 696.554321
	Iteration 5Q: 3 clusters Score -109995.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -110047.164062 Penalty: 696.554321
	Iteration 6Q: 3 clusters Score -110047.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -110090.179688 Penalty: 696.554321
	Iteration 7Q: 3 clusters Score -110090.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -110132.562500 Penalty: 696.554321
	Iteration 8Q: 3 clusters Score -110132.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -110165.218750 Penalty: 696.554321
	Iteration 9Q: 3 clusters Score -110165.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -110190.234375 Penalty: 696.554321
	Iteration 10Q: 3 clusters Score -110190.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -110217.960938 Penalty: 696.554321
	Iteration 11Q: 3 clusters Score -110218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -110242.125000 Penalty: 696.554321
	Iteration 12Q: 3 clusters Score -110242.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -110264.523438 Penalty: 696.554321
	Iteration 13Q: 3 clusters Score -110264.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -110288.203125 Penalty: 696.554321
	Iteration 14Q: 3 clusters Score -110288.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -110306.515625 Penalty: 696.554321
	Iteration 15Q: 3 clusters Score -110306.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -110323.351562 Penalty: 696.554321
	Iteration 16Q: 3 clusters Score -110323.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -110339.179688 Penalty: 696.554321
	Iteration 17Q: 3 clusters Score -110339.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -110351.492188 Penalty: 696.554321
	Iteration 18Q: 3 clusters Score -110351.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -110364.875000 Penalty: 696.554321
	Iteration 19Q: 3 clusters Score -110364.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -110379.648438 Penalty: 696.554321
	Iteration 20F: 3 clusters Score -110379.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -110391.039062 Penalty: 696.554321
	Iteration 21Q: 3 clusters Score -110391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -110398.265625 Penalty: 696.554321
	Iteration 22Q: 3 clusters Score -110398.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -110403.007812 Penalty: 696.554321
	Iteration 23Q: 3 clusters Score -110403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -110406.156250 Penalty: 696.554321
	Iteration 24Q: 3 clusters Score -110406.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -110408.085938 Penalty: 696.554321
	Iteration 25Q: 3 clusters Score -110408.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -110410.171875 Penalty: 696.554321
	Iteration 26Q: 3 clusters Score -110410.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -110411.601562 Penalty: 696.554321
	Iteration 27Q: 3 clusters Score -110411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -110412.656250 Penalty: 696.554321
	Iteration 28Q: 3 clusters Score -110412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -110413.640625 Penalty: 696.554321
	Iteration 29Q: 3 clusters Score -110413.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -110414.562500 Penalty: 696.554321
	Iteration 30Q: 3 clusters Score -110414.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110415.453125 Penalty: 696.554321
	Iteration 31Q: 3 clusters Score -110415.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -110415.898438 Penalty: 696.554321
	Iteration 32Q: 3 clusters Score -110415.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -110416.125000 Penalty: 696.554321
	Iteration 33Q: 3 clusters Score -110416.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -110416.125000 Penalty: 696.554321
	Iteration 34F: 3 clusters Score -110416.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Entering Unmasked Estep 
Score: -393433.656250 Penalty: 401.160065
	Iteration 0F: 2 clusters Score -393433.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -388849.812500 Penalty: 802.320129
	Iteration 0F: 3 clusters Score -388849.8 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -390595.218750 Penalty: 802.320129
	Iteration 1F: 3 clusters Score -390595.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -390861.406250 Penalty: 802.320129
	Iteration 2F: 3 clusters Score -390861.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -391199.375000 Penalty: 802.320129
	Iteration 3F: 3 clusters Score -391199.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -391633.156250 Penalty: 802.320129
	Iteration 4F: 3 clusters Score -391633.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -392027.218750 Penalty: 802.320129
	Iteration 5F: 3 clusters Score -392027.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -392358.343750 Penalty: 802.320129
	Iteration 6F: 3 clusters Score -392358.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -392577.281250 Penalty: 802.320129
	Iteration 7Q: 3 clusters Score -392577.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -392732.937500 Penalty: 802.320129
	Iteration 8Q: 3 clusters Score -392732.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -392843.093750 Penalty: 802.320129
	Iteration 9Q: 3 clusters Score -392843.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -392912.312500 Penalty: 802.320129
	Iteration 10Q: 3 clusters Score -392912.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -392967.281250 Penalty: 802.320129
	Iteration 11Q: 3 clusters Score -392967.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -393010.687500 Penalty: 802.320129
	Iteration 12Q: 3 clusters Score -393010.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -393037.312500 Penalty: 802.320129
	Iteration 13Q: 3 clusters Score -393037.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -393058.562500 Penalty: 802.320129
	Iteration 14Q: 3 clusters Score -393058.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -393069.500000 Penalty: 802.320129
	Iteration 15Q: 3 clusters Score -393069.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -393077.968750 Penalty: 802.320129
	Iteration 16Q: 3 clusters Score -393078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -393084.125000 Penalty: 802.320129
	Iteration 17Q: 3 clusters Score -393084.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -393088.125000 Penalty: 802.320129
	Iteration 18Q: 3 clusters Score -393088.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -393089.906250 Penalty: 802.320129
	Iteration 19Q: 3 clusters Score -393089.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -393091.343750 Penalty: 802.320129
	Iteration 20F: 3 clusters Score -393091.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -393091.437500 Penalty: 802.320129
	Iteration 21Q: 3 clusters Score -393091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -393092.468750 Penalty: 802.320129
	Iteration 22Q: 3 clusters Score -393092.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -393092.468750 Penalty: 802.320129
	Iteration 23F: 3 clusters Score -393092.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -45430.531250 Penalty: 308.538116
	Iteration 0F: 2 clusters Score -45430.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -44701.636719 Penalty: 617.076233
	Iteration 0F: 3 clusters Score -44701.64 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -44917.781250 Penalty: 617.076233
	Iteration 1F: 3 clusters Score -44917.78 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -44960.640625 Penalty: 617.076233
	Iteration 2F: 3 clusters Score -44960.64 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -44997.839844 Penalty: 617.076233
	Iteration 3F: 3 clusters Score -44997.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -45031.871094 Penalty: 617.076233
	Iteration 4Q: 3 clusters Score -45031.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -45063.625000 Penalty: 617.076233
	Iteration 5Q: 3 clusters Score -45063.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -45086.625000 Penalty: 617.076233
	Iteration 6Q: 3 clusters Score -45086.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -45103.597656 Penalty: 617.076233
	Iteration 7Q: 3 clusters Score -45103.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -45124.601562 Penalty: 617.076233
	Iteration 8Q: 3 clusters Score -45124.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -45154.898438 Penalty: 617.076233
	Iteration 9Q: 3 clusters Score -45154.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -45186.941406 Penalty: 617.076233
	Iteration 10Q: 3 clusters Score -45186.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -45210.753906 Penalty: 617.076233
	Iteration 11Q: 3 clusters Score -45210.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -45227.527344 Penalty: 617.076233
	Iteration 12Q: 3 clusters Score -45227.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -45241.679688 Penalty: 617.076233
	Iteration 13Q: 3 clusters Score -45241.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -45247.289062 Penalty: 617.076233
	Iteration 14Q: 3 clusters Score -45247.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -45250.234375 Penalty: 617.076233
	Iteration 15Q: 3 clusters Score -45250.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -45250.839844 Penalty: 617.076233
	Iteration 16Q: 3 clusters Score -45250.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -45251.390625 Penalty: 617.076233
	Iteration 17Q: 3 clusters Score -45251.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -45251.390625 Penalty: 617.076233
	Iteration 18F: 3 clusters Score -45251.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -82953.632812 Penalty: 334.302124
	Iteration 0F: 2 clusters Score -82953.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -81824.671875 Penalty: 668.604248
	Iteration 0F: 3 clusters Score -81824.67 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -82234.210938 Penalty: 668.604248
	Iteration 1F: 3 clusters Score -82234.21 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -82350.617188 Penalty: 668.604248
	Iteration 2F: 3 clusters Score -82350.62 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -82407.281250 Penalty: 668.604248
	Iteration 3F: 3 clusters Score -82407.28 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -82465.375000 Penalty: 668.604248
	Iteration 4F: 3 clusters Score -82465.38 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -82528.070312 Penalty: 668.604248
	Iteration 5Q: 3 clusters Score -82528.07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -82588.687500 Penalty: 668.604248
	Iteration 6Q: 3 clusters Score -82588.69 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -82641.289062 Penalty: 668.604248
	Iteration 7Q: 3 clusters Score -82641.29 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -82680.554688 Penalty: 668.604248
	Iteration 8Q: 3 clusters Score -82680.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -82701.195312 Penalty: 668.604248
	Iteration 9Q: 3 clusters Score -82701.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -82711.507812 Penalty: 668.604248
	Iteration 10Q: 3 clusters Score -82711.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82717.406250 Penalty: 668.604248
	Iteration 11Q: 3 clusters Score -82717.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -82722.679688 Penalty: 668.604248
	Iteration 12Q: 3 clusters Score -82722.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82727.984375 Penalty: 668.604248
	Iteration 13Q: 3 clusters Score -82727.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82731.914062 Penalty: 668.604248
	Iteration 14Q: 3 clusters Score -82731.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82733.937500 Penalty: 668.604248
	Iteration 15Q: 3 clusters Score -82733.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82737.335938 Penalty: 668.604248
	Iteration 16Q: 3 clusters Score -82737.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82739.460938 Penalty: 668.604248
	Iteration 17Q: 3 clusters Score -82739.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82741.281250 Penalty: 668.604248
	Iteration 18Q: 3 clusters Score -82741.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82744.843750 Penalty: 668.604248
	Iteration 19Q: 3 clusters Score -82744.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82747.578125 Penalty: 668.604248
	Iteration 20F: 3 clusters Score -82747.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -82750.546875 Penalty: 668.604248
	Iteration 21Q: 3 clusters Score -82750.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -82751.640625 Penalty: 668.604248
	Iteration 22Q: 3 clusters Score -82751.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82752.015625 Penalty: 668.604248
	Iteration 23Q: 3 clusters Score -82752.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82752.015625 Penalty: 668.604248
	Iteration 24F: 3 clusters Score -82752.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -19597.099609 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -19597.1 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 181 members 
Entering Unmasked Estep 
Score: -19194.193359 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -19194.19 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19285.939453 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -19285.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19303.205078 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -19303.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19310.904297 Penalty: 537.387939
	Iteration 3Q: 3 clusters Score -19310.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19312.177734 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -19312.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19312.890625 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -19312.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19312.890625 Penalty: 537.387939
	Iteration 6F: 3 clusters Score -19312.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -29150.263672 Penalty: 287.676697
	Iteration 0F: 2 clusters Score -29150.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28626.070312 Penalty: 575.353394
	Iteration 0F: 3 clusters Score -28626.07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28787.660156 Penalty: 575.353394
	Iteration 1F: 3 clusters Score -28787.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -28834.251953 Penalty: 575.353394
	Iteration 2F: 3 clusters Score -28834.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28861.722656 Penalty: 575.353394
	Iteration 3Q: 3 clusters Score -28861.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -28873.910156 Penalty: 575.353394
	Iteration 4Q: 3 clusters Score -28873.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -28884.382812 Penalty: 575.353394
	Iteration 5Q: 3 clusters Score -28884.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -28891.500000 Penalty: 575.353394
	Iteration 6Q: 3 clusters Score -28891.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -28896.447266 Penalty: 575.353394
	Iteration 7Q: 3 clusters Score -28896.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28900.984375 Penalty: 575.353394
	Iteration 8Q: 3 clusters Score -28900.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28903.939453 Penalty: 575.353394
	Iteration 9Q: 3 clusters Score -28903.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28906.308594 Penalty: 575.353394
	Iteration 10Q: 3 clusters Score -28906.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -28907.572266 Penalty: 575.353394
	Iteration 11Q: 3 clusters Score -28907.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -28908.046875 Penalty: 575.353394
	Iteration 12Q: 3 clusters Score -28908.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -28908.046875 Penalty: 575.353394
	Iteration 13F: 3 clusters Score -28908.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Entering Unmasked Estep 
Score: -2386285.250000 Penalty: 489.433258
	Iteration 0F: 2 clusters Score -2386285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2354775.500000 Penalty: 978.866516
	Iteration 0F: 3 clusters Score -2354776 nChanged 22730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2367779.500000 Penalty: 978.866516
	Iteration 1F: 3 clusters Score -2367780 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -2368060.500000 Penalty: 978.866516
	Iteration 2Q: 3 clusters Score -2368060 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2368352.250000 Penalty: 978.866516
	Iteration 3Q: 3 clusters Score -2368352 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2368732.750000 Penalty: 978.866516
	Iteration 4Q: 3 clusters Score -2368733 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2369241.750000 Penalty: 978.866516
	Iteration 5Q: 3 clusters Score -2369242 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2370062.500000 Penalty: 978.866516
	Iteration 6Q: 3 clusters Score -2370062 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2371350.000000 Penalty: 978.866516
	Iteration 7F: 3 clusters Score -2371350 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2373364.750000 Penalty: 978.866516
	Iteration 8F: 3 clusters Score -2373365 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2376191.500000 Penalty: 978.866516
	Iteration 9F: 3 clusters Score -2376192 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2379067.000000 Penalty: 978.866516
	Iteration 10F: 3 clusters Score -2379067 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2380816.000000 Penalty: 978.866516
	Iteration 11Q: 3 clusters Score -2380816 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2381755.500000 Penalty: 978.866516
	Iteration 12Q: 3 clusters Score -2381756 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2382516.000000 Penalty: 978.866516
	Iteration 13Q: 3 clusters Score -2382516 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2383233.500000 Penalty: 978.866516
	Iteration 14Q: 3 clusters Score -2383234 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2383822.250000 Penalty: 978.866516
	Iteration 15Q: 3 clusters Score -2383822 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2384209.500000 Penalty: 978.866516
	Iteration 16Q: 3 clusters Score -2384210 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2384470.000000 Penalty: 978.866516
	Iteration 17Q: 3 clusters Score -2384470 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2384646.750000 Penalty: 978.866516
	Iteration 18Q: 3 clusters Score -2384647 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2384767.500000 Penalty: 978.866516
	Iteration 19Q: 3 clusters Score -2384768 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2384865.000000 Penalty: 978.866516
	Iteration 20F: 3 clusters Score -2384865 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2384925.250000 Penalty: 978.866516
	Iteration 21Q: 3 clusters Score -2384925 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2384990.750000 Penalty: 978.866516
	Iteration 22Q: 3 clusters Score -2384991 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2385040.750000 Penalty: 978.866516
	Iteration 23Q: 3 clusters Score -2385041 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2385081.250000 Penalty: 978.866516
	Iteration 24Q: 3 clusters Score -2385081 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2385125.000000 Penalty: 978.866516
	Iteration 25Q: 3 clusters Score -2385125 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2385156.750000 Penalty: 978.866516
	Iteration 26Q: 3 clusters Score -2385157 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2385188.250000 Penalty: 978.866516
	Iteration 27Q: 3 clusters Score -2385188 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2385224.000000 Penalty: 978.866516
	Iteration 28Q: 3 clusters Score -2385224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2385234.750000 Penalty: 978.866516
	Iteration 29Q: 3 clusters Score -2385235 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2385251.250000 Penalty: 978.866516
	Iteration 30Q: 3 clusters Score -2385251 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2385275.000000 Penalty: 978.866516
	Iteration 31Q: 3 clusters Score -2385275 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2385303.000000 Penalty: 978.866516
	Iteration 32Q: 3 clusters Score -2385303 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2385330.750000 Penalty: 978.866516
	Iteration 33Q: 3 clusters Score -2385331 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2385352.500000 Penalty: 978.866516
	Iteration 34Q: 3 clusters Score -2385352 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2385381.750000 Penalty: 978.866516
	Iteration 35Q: 3 clusters Score -2385382 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2385405.250000 Penalty: 978.866516
	Iteration 36Q: 3 clusters Score -2385405 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2385419.750000 Penalty: 978.866516
	Iteration 37Q: 3 clusters Score -2385420 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2385440.500000 Penalty: 978.866516
	Iteration 38Q: 3 clusters Score -2385440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2385446.250000 Penalty: 978.866516
	Iteration 39Q: 3 clusters Score -2385446 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2385463.750000 Penalty: 978.866516
	Iteration 40F: 3 clusters Score -2385464 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2385469.750000 Penalty: 978.866516
	Iteration 41Q: 3 clusters Score -2385470 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2385470.750000 Penalty: 978.866516
	Iteration 42Q: 3 clusters Score -2385471 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2385481.500000 Penalty: 978.866516
	Iteration 43Q: 3 clusters Score -2385482 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2385491.750000 Penalty: 978.866516
	Iteration 44Q: 3 clusters Score -2385492 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2385509.750000 Penalty: 978.866516
	Iteration 45Q: 3 clusters Score -2385510 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2385520.000000 Penalty: 978.866516
	Iteration 46Q: 3 clusters Score -2385520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2385530.000000 Penalty: 978.866516
	Iteration 47Q: 3 clusters Score -2385530 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2385527.750000 Penalty: 978.866516
	Iteration 48Q: 3 clusters Score -2385528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2385540.750000 Penalty: 978.866516
	Iteration 49Q: 3 clusters Score -2385541 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2385551.000000 Penalty: 978.866516
	Iteration 50Q: 3 clusters Score -2385551 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2385563.500000 Penalty: 978.866516
	Iteration 51Q: 3 clusters Score -2385564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2385568.250000 Penalty: 978.866516
	Iteration 52Q: 3 clusters Score -2385568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2385574.000000 Penalty: 978.866516
	Iteration 53Q: 3 clusters Score -2385574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2385576.750000 Penalty: 978.866516
	Iteration 54Q: 3 clusters Score -2385577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2385585.000000 Penalty: 978.866516
	Iteration 55Q: 3 clusters Score -2385585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2385588.750000 Penalty: 978.866516
	Iteration 56Q: 3 clusters Score -2385589 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2385595.250000 Penalty: 978.866516
	Iteration 57Q: 3 clusters Score -2385595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2385596.000000 Penalty: 978.866516
	Iteration 58Q: 3 clusters Score -2385596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2385593.000000 Penalty: 978.866516
	Iteration 59Q: 3 clusters Score -2385593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2385594.250000 Penalty: 978.866516
	Iteration 60F: 3 clusters Score -2385594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2385600.250000 Penalty: 978.866516
	Iteration 61Q: 3 clusters Score -2385600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2385611.750000 Penalty: 978.866516
	Iteration 62Q: 3 clusters Score -2385612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2385613.500000 Penalty: 978.866516
	Iteration 63Q: 3 clusters Score -2385614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2385616.000000 Penalty: 978.866516
	Iteration 64Q: 3 clusters Score -2385616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2385620.500000 Penalty: 978.866516
	Iteration 65Q: 3 clusters Score -2385620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2385622.500000 Penalty: 978.866516
	Iteration 66Q: 3 clusters Score -2385622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2385624.000000 Penalty: 978.866516
	Iteration 67Q: 3 clusters Score -2385624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2385619.000000 Penalty: 978.866516
	Iteration 68Q: 3 clusters Score -2385619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2385619.500000 Penalty: 978.866516
	Iteration 69Q: 3 clusters Score -2385620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2385621.000000 Penalty: 978.866516
	Iteration 70Q: 3 clusters Score -2385621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2385624.250000 Penalty: 978.866516
	Iteration 71Q: 3 clusters Score -2385624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2385623.500000 Penalty: 978.866516
	Iteration 72Q: 3 clusters Score -2385624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2385620.000000 Penalty: 978.866516
	Iteration 73Q: 3 clusters Score -2385620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2385619.750000 Penalty: 978.866516
	Iteration 74Q: 3 clusters Score -2385620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2385623.000000 Penalty: 978.866516
	Iteration 75Q: 3 clusters Score -2385623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2385623.000000 Penalty: 978.866516
	Iteration 76Q: 3 clusters Score -2385623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2385626.000000 Penalty: 978.866516
	Iteration 77Q: 3 clusters Score -2385626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2385627.000000 Penalty: 978.866516
	Iteration 78Q: 3 clusters Score -2385627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2385624.750000 Penalty: 978.866516
	Iteration 79Q: 3 clusters Score -2385625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2385628.750000 Penalty: 978.866516
	Iteration 80F: 3 clusters Score -2385629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2385629.750000 Penalty: 978.866516
	Iteration 81Q: 3 clusters Score -2385630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2385627.500000 Penalty: 978.866516
	Iteration 82Q: 3 clusters Score -2385628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2385628.500000 Penalty: 978.866516
	Iteration 83Q: 3 clusters Score -2385628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2385633.250000 Penalty: 978.866516
	Iteration 84Q: 3 clusters Score -2385633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2385632.500000 Penalty: 978.866516
	Iteration 85Q: 3 clusters Score -2385632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2385632.250000 Penalty: 978.866516
	Iteration 86Q: 3 clusters Score -2385632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2385630.000000 Penalty: 978.866516
	Iteration 87Q: 3 clusters Score -2385630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2385635.750000 Penalty: 978.866516
	Iteration 88Q: 3 clusters Score -2385636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2385634.750000 Penalty: 978.866516
	Iteration 89Q: 3 clusters Score -2385635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2385635.250000 Penalty: 978.866516
	Iteration 90Q: 3 clusters Score -2385635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2385640.000000 Penalty: 978.866516
	Iteration 91Q: 3 clusters Score -2385640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2385640.250000 Penalty: 978.866516
	Iteration 92Q: 3 clusters Score -2385640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2385640.250000 Penalty: 978.866516
	Iteration 93F: 3 clusters Score -2385640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Entering Unmasked Estep 
Score: -33429.273438 Penalty: 299.796143
	Iteration 0F: 2 clusters Score -33429.27 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 359 members 
Entering Unmasked Estep 
Score: -32799.421875 Penalty: 599.592285
	Iteration 0F: 3 clusters Score -32799.42 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -32995.054688 Penalty: 599.592285
	Iteration 1F: 3 clusters Score -32995.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -33056.054688 Penalty: 599.592285
	Iteration 2F: 3 clusters Score -33056.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -33097.285156 Penalty: 599.592285
	Iteration 3F: 3 clusters Score -33097.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -33132.386719 Penalty: 599.592285
	Iteration 4F: 3 clusters Score -33132.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33152.578125 Penalty: 599.592285
	Iteration 5Q: 3 clusters Score -33152.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33171.992188 Penalty: 599.592285
	Iteration 6Q: 3 clusters Score -33171.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33184.109375 Penalty: 599.592285
	Iteration 7Q: 3 clusters Score -33184.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -33204.218750 Penalty: 599.592285
	Iteration 8Q: 3 clusters Score -33204.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33215.441406 Penalty: 599.592285
	Iteration 9Q: 3 clusters Score -33215.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -33229.468750 Penalty: 599.592285
	Iteration 10Q: 3 clusters Score -33229.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -33241.429688 Penalty: 599.592285
	Iteration 11Q: 3 clusters Score -33241.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33245.460938 Penalty: 599.592285
	Iteration 12Q: 3 clusters Score -33245.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33247.101562 Penalty: 599.592285
	Iteration 13Q: 3 clusters Score -33247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33249.007812 Penalty: 599.592285
	Iteration 14Q: 3 clusters Score -33249.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33251.320312 Penalty: 599.592285
	Iteration 15Q: 3 clusters Score -33251.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -33252.253906 Penalty: 599.592285
	Iteration 16Q: 3 clusters Score -33252.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -33253.820312 Penalty: 599.592285
	Iteration 17Q: 3 clusters Score -33253.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -33254.953125 Penalty: 599.592285
	Iteration 18Q: 3 clusters Score -33254.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33258.007812 Penalty: 599.592285
	Iteration 19Q: 3 clusters Score -33258.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -33260.359375 Penalty: 599.592285
	Iteration 20F: 3 clusters Score -33260.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -33260.816406 Penalty: 599.592285
	Iteration 21Q: 3 clusters Score -33260.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -33260.816406 Penalty: 599.592285
	Iteration 22F: 3 clusters Score -33260.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -8608.163086 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -8608.163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8317.303711 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -8317.304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8379.643555 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -8379.644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8390.780273 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -8390.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8395.233398 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -8395.233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8397.625977 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -8397.626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8400.092773 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -8400.093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8401.486328 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -8401.486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8404.803711 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -8404.804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8406.414062 Penalty: 476.516235
	Iteration 8Q: 3 clusters Score -8406.414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8409.770508 Penalty: 476.516235
	Iteration 9Q: 3 clusters Score -8409.771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8413.103516 Penalty: 476.516235
	Iteration 10Q: 3 clusters Score -8413.104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8413.810547 Penalty: 476.516235
	Iteration 11Q: 3 clusters Score -8413.811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8414.377930 Penalty: 476.516235
	Iteration 12Q: 3 clusters Score -8414.378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8416.274414 Penalty: 476.516235
	Iteration 13Q: 3 clusters Score -8416.274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8416.274414 Penalty: 476.516235
	Iteration 14F: 3 clusters Score -8416.274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -84122.625000 Penalty: 336.894714
	Iteration 0F: 2 clusters Score -84122.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -82944.093750 Penalty: 673.789429
	Iteration 0F: 3 clusters Score -82944.09 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -83523.695312 Penalty: 673.789429
	Iteration 1F: 3 clusters Score -83523.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -83682.601562 Penalty: 673.789429
	Iteration 2F: 3 clusters Score -83682.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -83808.476562 Penalty: 673.789429
	Iteration 3F: 3 clusters Score -83808.48 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -83906.492188 Penalty: 673.789429
	Iteration 4F: 3 clusters Score -83906.49 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -83977.984375 Penalty: 673.789429
	Iteration 5Q: 3 clusters Score -83977.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84026.687500 Penalty: 673.789429
	Iteration 6Q: 3 clusters Score -84026.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84061.648438 Penalty: 673.789429
	Iteration 7Q: 3 clusters Score -84061.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84082.929688 Penalty: 673.789429
	Iteration 8Q: 3 clusters Score -84082.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84092.750000 Penalty: 673.789429
	Iteration 9Q: 3 clusters Score -84092.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84096.398438 Penalty: 673.789429
	Iteration 10Q: 3 clusters Score -84096.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84099.343750 Penalty: 673.789429
	Iteration 11Q: 3 clusters Score -84099.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84104.710938 Penalty: 673.789429
	Iteration 12Q: 3 clusters Score -84104.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84112.187500 Penalty: 673.789429
	Iteration 13Q: 3 clusters Score -84112.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84120.171875 Penalty: 673.789429
	Iteration 14Q: 3 clusters Score -84120.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84129.421875 Penalty: 673.789429
	Iteration 15Q: 3 clusters Score -84129.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84139.007812 Penalty: 673.789429
	Iteration 16Q: 3 clusters Score -84139.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84149.585938 Penalty: 673.789429
	Iteration 17Q: 3 clusters Score -84149.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -84157.867188 Penalty: 673.789429
	Iteration 18Q: 3 clusters Score -84157.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84166.085938 Penalty: 673.789429
	Iteration 19Q: 3 clusters Score -84166.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -84174.062500 Penalty: 673.789429
	Iteration 20F: 3 clusters Score -84174.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -84179.070312 Penalty: 673.789429
	Iteration 21Q: 3 clusters Score -84179.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -84182.500000 Penalty: 673.789429
	Iteration 22Q: 3 clusters Score -84182.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -84189.921875 Penalty: 673.789429
	Iteration 23Q: 3 clusters Score -84189.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -84195.437500 Penalty: 673.789429
	Iteration 24Q: 3 clusters Score -84195.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -84200.179688 Penalty: 673.789429
	Iteration 25Q: 3 clusters Score -84200.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -84203.328125 Penalty: 673.789429
	Iteration 26Q: 3 clusters Score -84203.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -84205.054688 Penalty: 673.789429
	Iteration 27Q: 3 clusters Score -84205.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -84206.421875 Penalty: 673.789429
	Iteration 28Q: 3 clusters Score -84206.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -84208.265625 Penalty: 673.789429
	Iteration 29Q: 3 clusters Score -84208.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -84209.570312 Penalty: 673.789429
	Iteration 30Q: 3 clusters Score -84209.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -84209.968750 Penalty: 673.789429
	Iteration 31Q: 3 clusters Score -84209.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -84210.070312 Penalty: 673.789429
	Iteration 32Q: 3 clusters Score -84210.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -84210.070312 Penalty: 673.789429
	Iteration 33F: 3 clusters Score -84210.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 279123 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 6746 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46947 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1043 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153497 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6819 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10117 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 2790 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
Score: -27463836.000000 Penalty: 23405.613281
Splitting cluster 20 changes total score from -27463926.000000 to -27463836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -10815.245117 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -10815.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10497.542969 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -10497.54 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10752.277344 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -10752.28 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10961.900391 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -10961.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11234.104492 Penalty: 508.098145
	Iteration 3F: 3 clusters Score -11234.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11448.685547 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -11448.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11475.710938 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -11475.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11506.238281 Penalty: 508.098145
	Iteration 6Q: 3 clusters Score -11506.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11506.238281 Penalty: 508.098145
	Iteration 7F: 3 clusters Score -11506.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 279123 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 6746 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46947 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 51 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153497 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6819 members 
Mstep: Class 30 contains 151 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10117 members 
Mstep: Class 33 contains 215 members 
Mstep: Class 34 contains 2790 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
Score: -27464314.000000 Penalty: 23405.613281
Splitting cluster 21 changes total score from -27463926.000000 to -27464314.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -5759.591309 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -5759.591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5551.522949 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -5551.523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5596.581543 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -5596.582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5601.615234 Penalty: 451.618896
	Iteration 2Q: 3 clusters Score -5601.615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5604.786133 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -5604.786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5607.834473 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -5607.834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5608.567383 Penalty: 451.618896
	Iteration 5Q: 3 clusters Score -5608.567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5608.567383 Penalty: 451.618896
	Iteration 6F: 3 clusters Score -5608.567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (153497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153497 members 
Entering Unmasked Estep 
Score: -8269767.500000 Penalty: 543.335388
	Iteration 0F: 2 clusters Score -8269768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76914 members 
Mstep: Class 2 contains 76583 members 
Entering Unmasked Estep 
Score: -8165933.500000 Penalty: 1086.670776
	Iteration 0F: 3 clusters Score -8165934 nChanged 75564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87760 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -8214014.500000 Penalty: 1086.670776
	Iteration 1F: 3 clusters Score -8214014 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94388 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -8217421.500000 Penalty: 1086.670776
	Iteration 2F: 3 clusters Score -8217422 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103380 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -8222963.500000 Penalty: 1086.670776
	Iteration 3F: 3 clusters Score -8222964 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114837 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -8231846.500000 Penalty: 1086.670776
	Iteration 4F: 3 clusters Score -8231846 nChanged 13174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127931 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -8244179.000000 Penalty: 1086.670776
	Iteration 5F: 3 clusters Score -8244179 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139685 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -8256293.500000 Penalty: 1086.670776
	Iteration 6F: 3 clusters Score -8256294 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147378 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -8264031.500000 Penalty: 1086.670776
	Iteration 7F: 3 clusters Score -8264032 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150941 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -8267378.500000 Penalty: 1086.670776
	Iteration 8Q: 3 clusters Score -8267378 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152348 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8268546.500000 Penalty: 1086.670776
	Iteration 9Q: 3 clusters Score -8268546 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152891 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8268974.500000 Penalty: 1086.670776
	Iteration 10Q: 3 clusters Score -8268974 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153134 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8269144.500000 Penalty: 1086.670776
	Iteration 11Q: 3 clusters Score -8269144 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153230 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8269210.500000 Penalty: 1086.670776
	Iteration 12Q: 3 clusters Score -8269210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153267 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8269250.000000 Penalty: 1086.670776
	Iteration 13Q: 3 clusters Score -8269250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153293 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8269274.000000 Penalty: 1086.670776
	Iteration 14Q: 3 clusters Score -8269274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153311 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8269292.000000 Penalty: 1086.670776
	Iteration 15Q: 3 clusters Score -8269292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153322 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8269305.500000 Penalty: 1086.670776
	Iteration 16Q: 3 clusters Score -8269306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153332 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8269311.500000 Penalty: 1086.670776
	Iteration 17Q: 3 clusters Score -8269312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153341 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8269316.000000 Penalty: 1086.670776
	Iteration 18Q: 3 clusters Score -8269316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153344 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8269313.500000 Penalty: 1086.670776
	Iteration 19Q: 3 clusters Score -8269314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153347 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8269315.000000 Penalty: 1086.670776
	Iteration 20F: 3 clusters Score -8269315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153348 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8269311.500000 Penalty: 1086.670776
	Iteration 21Q: 3 clusters Score -8269312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153348 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8269312.500000 Penalty: 1086.670776
	Iteration 22Q: 3 clusters Score -8269312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153349 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8269311.500000 Penalty: 1086.670776
	Iteration 23Q: 3 clusters Score -8269312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153350 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8269315.000000 Penalty: 1086.670776
	Iteration 24Q: 3 clusters Score -8269315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153351 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8269317.500000 Penalty: 1086.670776
	Iteration 25Q: 3 clusters Score -8269318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153350 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8269319.500000 Penalty: 1086.670776
	Iteration 26Q: 3 clusters Score -8269320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153350 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8269319.500000 Penalty: 1086.670776
	Iteration 27F: 3 clusters Score -8269320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -27536.882812 Penalty: 287.676697
	Iteration 0F: 2 clusters Score -27536.88 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 314 members 
Entering Unmasked Estep 
Score: -27002.880859 Penalty: 575.353394
	Iteration 0F: 3 clusters Score -27002.88 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -27161.873047 Penalty: 575.353394
	Iteration 1F: 3 clusters Score -27161.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -27217.007812 Penalty: 575.353394
	Iteration 2F: 3 clusters Score -27217.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -27250.925781 Penalty: 575.353394
	Iteration 3F: 3 clusters Score -27250.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -27268.335938 Penalty: 575.353394
	Iteration 4Q: 3 clusters Score -27268.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -27277.304688 Penalty: 575.353394
	Iteration 5Q: 3 clusters Score -27277.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -27281.240234 Penalty: 575.353394
	Iteration 6Q: 3 clusters Score -27281.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -27287.662109 Penalty: 575.353394
	Iteration 7Q: 3 clusters Score -27287.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -27294.859375 Penalty: 575.353394
	Iteration 8Q: 3 clusters Score -27294.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -27300.734375 Penalty: 575.353394
	Iteration 9Q: 3 clusters Score -27300.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -27303.490234 Penalty: 575.353394
	Iteration 10Q: 3 clusters Score -27303.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -27306.078125 Penalty: 575.353394
	Iteration 11Q: 3 clusters Score -27306.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -27310.843750 Penalty: 575.353394
	Iteration 12Q: 3 clusters Score -27310.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -27315.695312 Penalty: 575.353394
	Iteration 13Q: 3 clusters Score -27315.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -27318.078125 Penalty: 575.353394
	Iteration 14Q: 3 clusters Score -27318.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -27319.447266 Penalty: 575.353394
	Iteration 15Q: 3 clusters Score -27319.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -27319.871094 Penalty: 575.353394
	Iteration 16Q: 3 clusters Score -27319.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -27319.871094 Penalty: 575.353394
	Iteration 17F: 3 clusters Score -27319.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -34538.156250 Penalty: 300.786652
	Iteration 0F: 2 clusters Score -34538.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -33885.144531 Penalty: 601.573303
	Iteration 0F: 3 clusters Score -33885.14 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34056.179688 Penalty: 601.573303
	Iteration 1F: 3 clusters Score -34056.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34098.148438 Penalty: 601.573303
	Iteration 2F: 3 clusters Score -34098.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34123.593750 Penalty: 601.573303
	Iteration 3Q: 3 clusters Score -34123.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34142.980469 Penalty: 601.573303
	Iteration 4Q: 3 clusters Score -34142.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34164.800781 Penalty: 601.573303
	Iteration 5Q: 3 clusters Score -34164.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34184.253906 Penalty: 601.573303
	Iteration 6Q: 3 clusters Score -34184.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34206.757812 Penalty: 601.573303
	Iteration 7Q: 3 clusters Score -34206.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34225.695312 Penalty: 601.573303
	Iteration 8Q: 3 clusters Score -34225.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34235.800781 Penalty: 601.573303
	Iteration 9Q: 3 clusters Score -34235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34242.316406 Penalty: 601.573303
	Iteration 10Q: 3 clusters Score -34242.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34243.960938 Penalty: 601.573303
	Iteration 11Q: 3 clusters Score -34243.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -34247.343750 Penalty: 601.573303
	Iteration 12Q: 3 clusters Score -34247.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34252.394531 Penalty: 601.573303
	Iteration 13Q: 3 clusters Score -34252.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34254.238281 Penalty: 601.573303
	Iteration 14Q: 3 clusters Score -34254.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34254.238281 Penalty: 601.573303
	Iteration 15F: 3 clusters Score -34254.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -23375.605469 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -23375.61 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 269 members 
Entering Unmasked Estep 
Score: -22897.962891 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -22897.96 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -23014.718750 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -23014.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23054.476562 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -23054.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23068.404297 Penalty: 563.876404
	Iteration 3Q: 3 clusters Score -23068.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23078.009766 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -23078.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -23097.175781 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -23097.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23117.396484 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -23117.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23135.812500 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -23135.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23160.189453 Penalty: 563.876404
	Iteration 8Q: 3 clusters Score -23160.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23174.667969 Penalty: 563.876404
	Iteration 9Q: 3 clusters Score -23174.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23181.060547 Penalty: 563.876404
	Iteration 10Q: 3 clusters Score -23181.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23189.904297 Penalty: 563.876404
	Iteration 11Q: 3 clusters Score -23189.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23201.076172 Penalty: 563.876404
	Iteration 12Q: 3 clusters Score -23201.08 nChanged 12
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: -23214.953125 Penalty: 563.876404
	Iteration 13Q: 3 clusters Score -23214.95 nChanged 13
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: -23230.705078 Penalty: 563.876404
	Iteration 14Q: 3 clusters Score -23230.71 nChanged 13
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: -23239.201172 Penalty: 563.876404
	Iteration 15Q: 3 clusters Score -23239.2 nChanged 7
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: -23244.132812 Penalty: 563.876404
	Iteration 16Q: 3 clusters Score -23244.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23251.128906 Penalty: 563.876404
	Iteration 17Q: 3 clusters Score -23251.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23254.625000 Penalty: 563.876404
	Iteration 18Q: 3 clusters Score -23254.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23257.052734 Penalty: 563.876404
	Iteration 19Q: 3 clusters Score -23257.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23259.283203 Penalty: 563.876404
	Iteration 20F: 3 clusters Score -23259.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23261.068359 Penalty: 563.876404
	Iteration 21Q: 3 clusters Score -23261.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23262.197266 Penalty: 563.876404
	Iteration 22Q: 3 clusters Score -23262.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -23262.589844 Penalty: 563.876404
	Iteration 23Q: 3 clusters Score -23262.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23262.814453 Penalty: 563.876404
	Iteration 24Q: 3 clusters Score -23262.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23262.814453 Penalty: 563.876404
	Iteration 25F: 3 clusters Score -23262.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -14626.250000 Penalty: 265.083008
	Iteration 0F: 2 clusters Score -14626.25 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 168 members 
Entering Unmasked Estep 
Score: -14258.201172 Penalty: 530.166016
	Iteration 0F: 3 clusters Score -14258.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14415.850586 Penalty: 530.166016
	Iteration 1F: 3 clusters Score -14415.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14468.111328 Penalty: 530.166016
	Iteration 2F: 3 clusters Score -14468.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14504.009766 Penalty: 530.166016
	Iteration 3F: 3 clusters Score -14504.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14521.073242 Penalty: 530.166016
	Iteration 4Q: 3 clusters Score -14521.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14530.633789 Penalty: 530.166016
	Iteration 5Q: 3 clusters Score -14530.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14540.559570 Penalty: 530.166016
	Iteration 6Q: 3 clusters Score -14540.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14543.523438 Penalty: 530.166016
	Iteration 7Q: 3 clusters Score -14543.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -14546.989258 Penalty: 530.166016
	Iteration 8Q: 3 clusters Score -14546.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -14558.224609 Penalty: 530.166016
	Iteration 9Q: 3 clusters Score -14558.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14569.816406 Penalty: 530.166016
	Iteration 10Q: 3 clusters Score -14569.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14575.271484 Penalty: 530.166016
	Iteration 11Q: 3 clusters Score -14575.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14581.426758 Penalty: 530.166016
	Iteration 12Q: 3 clusters Score -14581.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14588.953125 Penalty: 530.166016
	Iteration 13Q: 3 clusters Score -14588.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14591.613281 Penalty: 530.166016
	Iteration 14Q: 3 clusters Score -14591.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14594.622070 Penalty: 530.166016
	Iteration 15Q: 3 clusters Score -14594.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14597.561523 Penalty: 530.166016
	Iteration 16Q: 3 clusters Score -14597.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14601.656250 Penalty: 530.166016
	Iteration 17Q: 3 clusters Score -14601.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14602.528320 Penalty: 530.166016
	Iteration 18Q: 3 clusters Score -14602.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14602.528320 Penalty: 530.166016
	Iteration 19F: 3 clusters Score -14602.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -13184.407227 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -13184.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12852.786133 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -12852.79 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12946.339844 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -12946.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12981.044922 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -12981.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12991.242188 Penalty: 518.435486
	Iteration 3Q: 3 clusters Score -12991.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12998.510742 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -12998.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13005.443359 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -13005.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13015.621094 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -13015.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13023.708984 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -13023.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13033.791016 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -13033.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13038.777344 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -13038.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13042.215820 Penalty: 518.435486
	Iteration 10Q: 3 clusters Score -13042.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13047.952148 Penalty: 518.435486
	Iteration 11Q: 3 clusters Score -13047.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13052.409180 Penalty: 518.435486
	Iteration 12Q: 3 clusters Score -13052.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -13057.273438 Penalty: 518.435486
	Iteration 13Q: 3 clusters Score -13057.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -13057.273438 Penalty: 518.435486
	Iteration 14F: 3 clusters Score -13057.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Entering Unmasked Estep 
Score: -336231.093750 Penalty: 401.649780
	Iteration 0F: 2 clusters Score -336231.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -331725.281250 Penalty: 803.299561
	Iteration 0F: 3 clusters Score -331725.3 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -333717.093750 Penalty: 803.299561
	Iteration 1F: 3 clusters Score -333717.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -334066.218750 Penalty: 803.299561
	Iteration 2F: 3 clusters Score -334066.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -334435.437500 Penalty: 803.299561
	Iteration 3F: 3 clusters Score -334435.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -334787.375000 Penalty: 803.299561
	Iteration 4F: 3 clusters Score -334787.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -335062.593750 Penalty: 803.299561
	Iteration 5F: 3 clusters Score -335062.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -335263.781250 Penalty: 803.299561
	Iteration 6Q: 3 clusters Score -335263.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -335395.593750 Penalty: 803.299561
	Iteration 7Q: 3 clusters Score -335395.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -335482.843750 Penalty: 803.299561
	Iteration 8Q: 3 clusters Score -335482.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -335551.093750 Penalty: 803.299561
	Iteration 9Q: 3 clusters Score -335551.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -335637.750000 Penalty: 803.299561
	Iteration 10Q: 3 clusters Score -335637.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -335755.531250 Penalty: 803.299561
	Iteration 11Q: 3 clusters Score -335755.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -335843.187500 Penalty: 803.299561
	Iteration 12Q: 3 clusters Score -335843.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -335894.812500 Penalty: 803.299561
	Iteration 13Q: 3 clusters Score -335894.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -335930.968750 Penalty: 803.299561
	Iteration 14Q: 3 clusters Score -335931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -335952.312500 Penalty: 803.299561
	Iteration 15Q: 3 clusters Score -335952.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -335965.187500 Penalty: 803.299561
	Iteration 16Q: 3 clusters Score -335965.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -335972.843750 Penalty: 803.299561
	Iteration 17Q: 3 clusters Score -335972.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -335978.031250 Penalty: 803.299561
	Iteration 18Q: 3 clusters Score -335978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -335980.906250 Penalty: 803.299561
	Iteration 19Q: 3 clusters Score -335980.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -335983.156250 Penalty: 803.299561
	Iteration 20F: 3 clusters Score -335983.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -335987.406250 Penalty: 803.299561
	Iteration 21Q: 3 clusters Score -335987.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -335991.093750 Penalty: 803.299561
	Iteration 22Q: 3 clusters Score -335991.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -335994.812500 Penalty: 803.299561
	Iteration 23Q: 3 clusters Score -335994.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -335997.781250 Penalty: 803.299561
	Iteration 24Q: 3 clusters Score -335997.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -336001.781250 Penalty: 803.299561
	Iteration 25Q: 3 clusters Score -336001.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -336003.187500 Penalty: 803.299561
	Iteration 26Q: 3 clusters Score -336003.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -336005.312500 Penalty: 803.299561
	Iteration 27Q: 3 clusters Score -336005.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -336007.093750 Penalty: 803.299561
	Iteration 28Q: 3 clusters Score -336007.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -336008.000000 Penalty: 803.299561
	Iteration 29Q: 3 clusters Score -336008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -336009.218750 Penalty: 803.299561
	Iteration 30Q: 3 clusters Score -336009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -336009.593750 Penalty: 803.299561
	Iteration 31Q: 3 clusters Score -336009.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -336010.906250 Penalty: 803.299561
	Iteration 32Q: 3 clusters Score -336010.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -336011.906250 Penalty: 803.299561
	Iteration 33Q: 3 clusters Score -336011.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -336011.937500 Penalty: 803.299561
	Iteration 34Q: 3 clusters Score -336011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -336011.906250 Penalty: 803.299561
	Iteration 35Q: 3 clusters Score -336011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -336012.343750 Penalty: 803.299561
	Iteration 36Q: 3 clusters Score -336012.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -336012.687500 Penalty: 803.299561
	Iteration 37Q: 3 clusters Score -336012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -336012.812500 Penalty: 803.299561
	Iteration 38Q: 3 clusters Score -336012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -336013.031250 Penalty: 803.299561
	Iteration 39Q: 3 clusters Score -336013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -336013.031250 Penalty: 803.299561
	Iteration 40F: 3 clusters Score -336013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -6613.402832 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -6613.403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6369.092285 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -6369.092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6480.724121 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -6480.724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -6609.477539 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -6609.478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6825.065430 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -6825.065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -6831.123047 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -6831.123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -6836.619141 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -6836.619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -6836.619141 Penalty: 456.572449
	Iteration 6F: 3 clusters Score -6836.619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 279123 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 6746 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46947 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 51 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153497 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6819 members 
Mstep: Class 30 contains 126 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10117 members 
Mstep: Class 33 contains 215 members 
Mstep: Class 34 contains 2790 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Mstep: Class 40 contains 25 members 
Entering Unmasked Estep 
Score: -27464164.000000 Penalty: 24005.757812
Splitting cluster 30 changes total score from -27463926.000000 to -27464164.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 31 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -10890.218750 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -10890.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10578.351562 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -10578.35 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10646.190430 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -10646.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10664.574219 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -10664.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10668.859375 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -10668.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10670.285156 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -10670.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10672.461914 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -10672.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10673.787109 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -10673.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10673.787109 Penalty: 500.614502
	Iteration 7F: 3 clusters Score -10673.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Entering Unmasked Estep 
Score: -565843.562500 Penalty: 419.599762
	Iteration 0F: 2 clusters Score -565843.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -559136.000000 Penalty: 839.199524
	Iteration 0F: 3 clusters Score -559136 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -561785.250000 Penalty: 839.199524
	Iteration 1F: 3 clusters Score -561785.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -562126.187500 Penalty: 839.199524
	Iteration 2F: 3 clusters Score -562126.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -562584.375000 Penalty: 839.199524
	Iteration 3F: 3 clusters Score -562584.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -563249.312500 Penalty: 839.199524
	Iteration 4F: 3 clusters Score -563249.3 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -563959.500000 Penalty: 839.199524
	Iteration 5F: 3 clusters Score -563959.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -564426.875000 Penalty: 839.199524
	Iteration 6F: 3 clusters Score -564426.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -564617.312500 Penalty: 839.199524
	Iteration 7Q: 3 clusters Score -564617.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -564691.187500 Penalty: 839.199524
	Iteration 8Q: 3 clusters Score -564691.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -564726.812500 Penalty: 839.199524
	Iteration 9Q: 3 clusters Score -564726.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -564753.250000 Penalty: 839.199524
	Iteration 10Q: 3 clusters Score -564753.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -564775.687500 Penalty: 839.199524
	Iteration 11Q: 3 clusters Score -564775.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -564798.375000 Penalty: 839.199524
	Iteration 12Q: 3 clusters Score -564798.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -564819.875000 Penalty: 839.199524
	Iteration 13Q: 3 clusters Score -564819.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -564832.562500 Penalty: 839.199524
	Iteration 14Q: 3 clusters Score -564832.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -564848.937500 Penalty: 839.199524
	Iteration 15Q: 3 clusters Score -564848.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -564865.687500 Penalty: 839.199524
	Iteration 16Q: 3 clusters Score -564865.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -564876.437500 Penalty: 839.199524
	Iteration 17Q: 3 clusters Score -564876.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -564883.437500 Penalty: 839.199524
	Iteration 18Q: 3 clusters Score -564883.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -564888.562500 Penalty: 839.199524
	Iteration 19Q: 3 clusters Score -564888.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -564894.062500 Penalty: 839.199524
	Iteration 20F: 3 clusters Score -564894.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -564896.500000 Penalty: 839.199524
	Iteration 21Q: 3 clusters Score -564896.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -564897.187500 Penalty: 839.199524
	Iteration 22Q: 3 clusters Score -564897.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -564900.312500 Penalty: 839.199524
	Iteration 23Q: 3 clusters Score -564900.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -564902.437500 Penalty: 839.199524
	Iteration 24Q: 3 clusters Score -564902.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -564903.750000 Penalty: 839.199524
	Iteration 25Q: 3 clusters Score -564903.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -564907.625000 Penalty: 839.199524
	Iteration 26Q: 3 clusters Score -564907.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -564910.000000 Penalty: 839.199524
	Iteration 27Q: 3 clusters Score -564910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -564912.312500 Penalty: 839.199524
	Iteration 28Q: 3 clusters Score -564912.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -564916.062500 Penalty: 839.199524
	Iteration 29Q: 3 clusters Score -564916.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -564917.562500 Penalty: 839.199524
	Iteration 30Q: 3 clusters Score -564917.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -564922.312500 Penalty: 839.199524
	Iteration 31Q: 3 clusters Score -564922.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -564925.125000 Penalty: 839.199524
	Iteration 32Q: 3 clusters Score -564925.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -564930.687500 Penalty: 839.199524
	Iteration 33Q: 3 clusters Score -564930.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -564938.437500 Penalty: 839.199524
	Iteration 34Q: 3 clusters Score -564938.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -564945.437500 Penalty: 839.199524
	Iteration 35Q: 3 clusters Score -564945.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -564950.875000 Penalty: 839.199524
	Iteration 36Q: 3 clusters Score -564950.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -564954.062500 Penalty: 839.199524
	Iteration 37Q: 3 clusters Score -564954.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -564957.875000 Penalty: 839.199524
	Iteration 38Q: 3 clusters Score -564957.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -564958.437500 Penalty: 839.199524
	Iteration 39Q: 3 clusters Score -564958.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -564964.250000 Penalty: 839.199524
	Iteration 40F: 3 clusters Score -564964.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -564966.500000 Penalty: 839.199524
	Iteration 41Q: 3 clusters Score -564966.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -564969.000000 Penalty: 839.199524
	Iteration 42Q: 3 clusters Score -564969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -564969.375000 Penalty: 839.199524
	Iteration 43Q: 3 clusters Score -564969.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -564969.250000 Penalty: 839.199524
	Iteration 44Q: 3 clusters Score -564969.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -564969.437500 Penalty: 839.199524
	Iteration 45Q: 3 clusters Score -564969.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -564970.500000 Penalty: 839.199524
	Iteration 46Q: 3 clusters Score -564970.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -564971.437500 Penalty: 839.199524
	Iteration 47Q: 3 clusters Score -564971.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -564971.437500 Penalty: 839.199524
	Iteration 48Q: 3 clusters Score -564971.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -564971.437500 Penalty: 839.199524
	Iteration 49Q: 3 clusters Score -564971.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -564972.375000 Penalty: 839.199524
	Iteration 50Q: 3 clusters Score -564972.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -564973.437500 Penalty: 839.199524
	Iteration 51Q: 3 clusters Score -564973.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -564972.687500 Penalty: 839.199524
	Iteration 52Q: 3 clusters Score -564972.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -564974.625000 Penalty: 839.199524
	Iteration 53Q: 3 clusters Score -564974.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -564975.875000 Penalty: 839.199524
	Iteration 54Q: 3 clusters Score -564975.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -564977.312500 Penalty: 839.199524
	Iteration 55Q: 3 clusters Score -564977.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -564976.062500 Penalty: 839.199524
	Iteration 56Q: 3 clusters Score -564976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -564977.000000 Penalty: 839.199524
	Iteration 57Q: 3 clusters Score -564977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -564976.875000 Penalty: 839.199524
	Iteration 58Q: 3 clusters Score -564976.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -564979.125000 Penalty: 839.199524
	Iteration 59Q: 3 clusters Score -564979.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -564979.187500 Penalty: 839.199524
	Iteration 60F: 3 clusters Score -564979.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -564981.125000 Penalty: 839.199524
	Iteration 61Q: 3 clusters Score -564981.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -564982.250000 Penalty: 839.199524
	Iteration 62Q: 3 clusters Score -564982.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -564981.437500 Penalty: 839.199524
	Iteration 63Q: 3 clusters Score -564981.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -564982.000000 Penalty: 839.199524
	Iteration 64Q: 3 clusters Score -564982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -564982.750000 Penalty: 839.199524
	Iteration 65Q: 3 clusters Score -564982.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -564982.937500 Penalty: 839.199524
	Iteration 66Q: 3 clusters Score -564982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -564983.562500 Penalty: 839.199524
	Iteration 67Q: 3 clusters Score -564983.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -564985.437500 Penalty: 839.199524
	Iteration 68Q: 3 clusters Score -564985.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -564985.437500 Penalty: 839.199524
	Iteration 69Q: 3 clusters Score -564985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -564985.375000 Penalty: 839.199524
	Iteration 70Q: 3 clusters Score -564985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -564986.312500 Penalty: 839.199524
	Iteration 71Q: 3 clusters Score -564986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -564985.625000 Penalty: 839.199524
	Iteration 72Q: 3 clusters Score -564985.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -564985.687500 Penalty: 839.199524
	Iteration 73Q: 3 clusters Score -564985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -564984.750000 Penalty: 839.199524
	Iteration 74Q: 3 clusters Score -564984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -564985.000000 Penalty: 839.199524
	Iteration 75Q: 3 clusters Score -564985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -564984.125000 Penalty: 839.199524
	Iteration 76Q: 3 clusters Score -564984.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -564985.562500 Penalty: 839.199524
	Iteration 77Q: 3 clusters Score -564985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -564985.812500 Penalty: 839.199524
	Iteration 78Q: 3 clusters Score -564985.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -564985.937500 Penalty: 839.199524
	Iteration 79Q: 3 clusters Score -564985.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -564986.187500 Penalty: 839.199524
	Iteration 80F: 3 clusters Score -564986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -564987.125000 Penalty: 839.199524
	Iteration 81Q: 3 clusters Score -564987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -564986.312500 Penalty: 839.199524
	Iteration 82Q: 3 clusters Score -564986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -564986.125000 Penalty: 839.199524
	Iteration 83Q: 3 clusters Score -564986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -564986.375000 Penalty: 839.199524
	Iteration 84Q: 3 clusters Score -564986.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -564985.875000 Penalty: 839.199524
	Iteration 85Q: 3 clusters Score -564985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -564985.875000 Penalty: 839.199524
	Iteration 86F: 3 clusters Score -564985.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -156112.640625 Penalty: 360.987762
	Iteration 0F: 2 clusters Score -156112.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -154178.031250 Penalty: 721.975525
	Iteration 0F: 3 clusters Score -154178 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -154833.359375 Penalty: 721.975525
	Iteration 1F: 3 clusters Score -154833.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -154964.703125 Penalty: 721.975525
	Iteration 2F: 3 clusters Score -154964.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -155114.312500 Penalty: 721.975525
	Iteration 3F: 3 clusters Score -155114.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -155231.375000 Penalty: 721.975525
	Iteration 4F: 3 clusters Score -155231.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -155333.234375 Penalty: 721.975525
	Iteration 5F: 3 clusters Score -155333.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -155439.484375 Penalty: 721.975525
	Iteration 6F: 3 clusters Score -155439.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -155529.375000 Penalty: 721.975525
	Iteration 7Q: 3 clusters Score -155529.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -155599.640625 Penalty: 721.975525
	Iteration 8Q: 3 clusters Score -155599.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -155641.125000 Penalty: 721.975525
	Iteration 9Q: 3 clusters Score -155641.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -155671.109375 Penalty: 721.975525
	Iteration 10Q: 3 clusters Score -155671.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -155711.140625 Penalty: 721.975525
	Iteration 11Q: 3 clusters Score -155711.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -155758.281250 Penalty: 721.975525
	Iteration 12Q: 3 clusters Score -155758.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -155789.953125 Penalty: 721.975525
	Iteration 13Q: 3 clusters Score -155790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -155804.625000 Penalty: 721.975525
	Iteration 14Q: 3 clusters Score -155804.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -155810.625000 Penalty: 721.975525
	Iteration 15Q: 3 clusters Score -155810.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -155817.375000 Penalty: 721.975525
	Iteration 16Q: 3 clusters Score -155817.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -155822.921875 Penalty: 721.975525
	Iteration 17Q: 3 clusters Score -155822.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -155827.109375 Penalty: 721.975525
	Iteration 18Q: 3 clusters Score -155827.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -155829.062500 Penalty: 721.975525
	Iteration 19Q: 3 clusters Score -155829.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -155833.031250 Penalty: 721.975525
	Iteration 20F: 3 clusters Score -155833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -155837.796875 Penalty: 721.975525
	Iteration 21Q: 3 clusters Score -155837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -155839.015625 Penalty: 721.975525
	Iteration 22Q: 3 clusters Score -155839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -155839.640625 Penalty: 721.975525
	Iteration 23Q: 3 clusters Score -155839.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -155841.500000 Penalty: 721.975525
	Iteration 24Q: 3 clusters Score -155841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -155841.671875 Penalty: 721.975525
	Iteration 25Q: 3 clusters Score -155841.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -155842.250000 Penalty: 721.975525
	Iteration 26Q: 3 clusters Score -155842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -155842.500000 Penalty: 721.975525
	Iteration 27Q: 3 clusters Score -155842.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -155842.500000 Penalty: 721.975525
	Iteration 28F: 3 clusters Score -155842.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3614.641846 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3614.642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3436.294189 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3436.294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3457.798096 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3457.798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3475.925781 Penalty: 389.176636
	Iteration 2F: 3 clusters Score -3475.926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3477.646729 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -3477.647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3484.545410 Penalty: 389.176636
	Iteration 4Q: 3 clusters Score -3484.545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3484.545410 Penalty: 389.176636
	Iteration 5F: 3 clusters Score -3484.545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9609.032227 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9609.032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9300.635742 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9300.636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9431.900391 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9431.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9469.665039 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -9469.665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9486.448242 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -9486.448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9505.403320 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -9505.403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9518.678711 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -9518.679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9521.107422 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -9521.107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9533.722656 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -9533.723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9544.375000 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -9544.375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9552.239258 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -9552.239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9552.239258 Penalty: 496.822296
	Iteration 10F: 3 clusters Score -9552.239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -11037.984375 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -11037.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10698.485352 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -10698.49 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10835.923828 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -10835.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10903.922852 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -10903.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10924.191406 Penalty: 515.012878
	Iteration 3Q: 3 clusters Score -10924.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10947.249023 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -10947.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10968.854492 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -10968.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11010.334961 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -11010.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11122.833008 Penalty: 515.012878
	Iteration 7F: 3 clusters Score -11122.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11214.337891 Penalty: 515.012878
	Iteration 8F: 3 clusters Score -11214.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11307.059570 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -11307.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11325.513672 Penalty: 515.012878
	Iteration 10Q: 3 clusters Score -11325.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11333.867188 Penalty: 515.012878
	Iteration 11Q: 3 clusters Score -11333.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11334.631836 Penalty: 515.012878
	Iteration 12Q: 3 clusters Score -11334.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11334.631836 Penalty: 515.012878
	Iteration 13F: 3 clusters Score -11334.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 279123 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 6746 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46947 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 51 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153497 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6819 members 
Mstep: Class 30 contains 126 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10117 members 
Mstep: Class 33 contains 215 members 
Mstep: Class 34 contains 2790 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Mstep: Class 40 contains 25 members 
Mstep: Class 41 contains 148 members 
Entering Unmasked Estep 
Score: -27464114.000000 Penalty: 24605.902344
Splitting cluster 37 changes total score from -27463926.000000 to -27464114.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 38 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -13020.197266 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -13020.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12680.317383 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -12680.32 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12749.769531 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -12749.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12773.208008 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -12773.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12787.006836 Penalty: 516.272400
	Iteration 3Q: 3 clusters Score -12787.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12811.168945 Penalty: 516.272400
	Iteration 4Q: 3 clusters Score -12811.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12815.859375 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -12815.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12819.483398 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -12819.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12820.940430 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -12820.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12823.211914 Penalty: 516.272400
	Iteration 8Q: 3 clusters Score -12823.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12828.511719 Penalty: 516.272400
	Iteration 9Q: 3 clusters Score -12828.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12828.955078 Penalty: 516.272400
	Iteration 10Q: 3 clusters Score -12828.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12829.233398 Penalty: 516.272400
	Iteration 11Q: 3 clusters Score -12829.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12829.233398 Penalty: 516.272400
	Iteration 12F: 3 clusters Score -12829.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -7034.046387 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -7034.046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6763.423340 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -6763.423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6828.853027 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -6828.853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6849.898438 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -6849.898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6871.930664 Penalty: 469.474030
	Iteration 3F: 3 clusters Score -6871.931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6884.816406 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -6884.816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6891.060547 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -6891.061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6894.601074 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -6894.601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6894.601074 Penalty: 469.474030
	Iteration 7F: 3 clusters Score -6894.601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 279123 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 6746 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46947 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 51 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153497 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 6819 members 
Mstep: Class 30 contains 126 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10117 members 
Mstep: Class 34 contains 2790 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 40. Lose 291.040924 but Gain 600.144531
Score: -27464452.000000 Penalty: 24005.757812
Iteration 199Q: 41 clusters Score -2.746445e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 2786 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4091 members 
Mstep: Class 3 contains 279135 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 6743 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46938 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 53 members 
Mstep: Class 22 contains 145 members 
Mstep: Class 23 contains 153464 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 333 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 6820 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10133 members 
Mstep: Class 33 contains 215 members 
Mstep: Class 34 contains 2796 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 147 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 173 members 
Mstep: Class 41 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469336.000000 Penalty: 24005.757812
Iteration 200F: 41 clusters Score -2.746934e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 2658 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 279156 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 933 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3816 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 6736 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46920 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153426 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 327 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6828 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10151 members 
Mstep: Class 33 contains 343 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 174 members 
Mstep: Class 41 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469836.000000 Penalty: 24005.757812
Iteration 201Q: 41 clusters Score -2.746984e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279183 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 940 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2109 members 
Mstep: Class 12 contains 6726 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46904 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153392 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6837 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10162 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469828.000000 Penalty: 24005.757812
Iteration 202Q: 41 clusters Score -2.746983e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279202 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46890 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153361 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 489 members 
Mstep: Class 27 contains 320 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6847 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10180 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2815 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 291 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469840.000000 Penalty: 24005.757812
Iteration 203Q: 41 clusters Score -2.746984e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279212 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 956 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 3810 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46878 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153338 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6855 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10195 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2818 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469842.000000 Penalty: 24005.757812
Iteration 204Q: 41 clusters Score -2.746984e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279222 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 3809 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46871 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153315 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6859 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10209 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2821 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469832.000000 Penalty: 24005.757812
Iteration 205Q: 41 clusters Score -2.746983e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279224 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 974 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 3808 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46862 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153296 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6853 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10227 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469796.000000 Penalty: 24005.757812
Iteration 206Q: 41 clusters Score -2.74698e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279232 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 980 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 6709 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46847 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153268 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6861 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10241 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2828 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469820.000000 Penalty: 24005.757812
Iteration 207Q: 41 clusters Score -2.746982e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279241 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 984 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 6718 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46838 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153234 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6868 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10256 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469882.000000 Penalty: 24005.757812
Iteration 208Q: 41 clusters Score -2.746988e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279267 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 6720 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46830 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153189 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6876 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10268 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2832 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469838.000000 Penalty: 24005.757812
Iteration 209Q: 41 clusters Score -2.746984e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279282 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 988 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 6725 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1555 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46823 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153155 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6888 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10278 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2833 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469846.000000 Penalty: 24005.757812
Iteration 210Q: 41 clusters Score -2.746985e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279290 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 990 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3802 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 6747 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46814 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153114 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6901 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10286 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2834 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469820.000000 Penalty: 24005.757812
Iteration 211Q: 41 clusters Score -2.746982e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279287 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 993 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3800 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 6763 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46808 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153077 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6912 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10304 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2835 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469820.000000 Penalty: 24005.757812
Iteration 212Q: 41 clusters Score -2.746982e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279275 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 996 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 6774 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1551 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46807 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153055 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6918 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10325 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2833 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469786.000000 Penalty: 24005.757812
Iteration 213Q: 41 clusters Score -2.746979e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279266 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 999 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3793 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2159 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 6789 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1551 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46804 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153033 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6924 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10341 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2832 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469750.000000 Penalty: 24005.757812
Iteration 214Q: 41 clusters Score -2.746975e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279262 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3787 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 6806 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46803 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 153004 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6925 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10362 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2833 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469746.000000 Penalty: 24005.757812
Iteration 215Q: 41 clusters Score -2.746975e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279253 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 1012 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3778 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 6834 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46793 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152980 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6931 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2834 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469754.000000 Penalty: 24005.757812
Iteration 216Q: 41 clusters Score -2.746975e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279247 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 1015 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3771 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 6864 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1541 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46788 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152939 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6940 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10398 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2834 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469742.000000 Penalty: 24005.757812
Iteration 217Q: 41 clusters Score -2.746974e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279267 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 1018 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 6889 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1538 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46777 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152884 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6954 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10420 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2834 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469750.000000 Penalty: 24005.757812
Iteration 218Q: 41 clusters Score -2.746975e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279284 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 1019 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3746 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2153 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 6914 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46773 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152829 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10440 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2834 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469770.000000 Penalty: 24005.757812
Iteration 219Q: 41 clusters Score -2.746977e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 2657 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279295 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3730 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 6940 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46770 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152786 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6968 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10457 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 2834 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469784.000000 Penalty: 24005.757812
Iteration 220F: 41 clusters Score -2.746978e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279309 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 1026 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3715 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 12 contains 6956 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46763 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152738 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6981 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10481 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2835 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469760.000000 Penalty: 24005.757812
Iteration 221Q: 41 clusters Score -2.746976e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279337 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 1028 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2153 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 6981 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46749 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152678 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10504 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2836 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469782.000000 Penalty: 24005.757812
Iteration 222Q: 41 clusters Score -2.746978e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279349 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 2100 members 
Mstep: Class 12 contains 7006 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46733 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152628 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 7008 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10525 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2834 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469758.000000 Penalty: 24005.757812
Iteration 223Q: 41 clusters Score -2.746976e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279358 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3672 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 7021 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46729 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152581 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 7019 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10551 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2832 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469794.000000 Penalty: 24005.757812
Iteration 224Q: 41 clusters Score -2.746979e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279374 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 1034 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2160 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 7041 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46729 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152524 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 7026 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10576 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469774.000000 Penalty: 24005.757812
Iteration 225Q: 41 clusters Score -2.746977e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279372 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 1037 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3635 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2161 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46730 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152485 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 7029 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10608 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2829 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469810.000000 Penalty: 24005.757812
Iteration 226Q: 41 clusters Score -2.746981e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279379 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 1037 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2162 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 7079 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46735 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152445 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 7033 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10635 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2828 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469772.000000 Penalty: 24005.757812
Iteration 227Q: 41 clusters Score -2.746977e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279373 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2163 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46731 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152418 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 7033 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10669 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2829 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469790.000000 Penalty: 24005.757812
Iteration 228Q: 41 clusters Score -2.746979e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279384 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 7105 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46729 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152390 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 7033 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10687 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469796.000000 Penalty: 24005.757812
Iteration 229Q: 41 clusters Score -2.74698e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279390 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46724 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152362 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7036 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10710 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469828.000000 Penalty: 24005.757812
Iteration 230Q: 41 clusters Score -2.746983e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279405 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3564 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2109 members 
Mstep: Class 12 contains 7124 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46719 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152322 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7042 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10733 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469852.000000 Penalty: 24005.757812
Iteration 231Q: 41 clusters Score -2.746985e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279417 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2111 members 
Mstep: Class 12 contains 7143 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46711 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152276 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7049 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10757 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469844.000000 Penalty: 24005.757812
Iteration 232Q: 41 clusters Score -2.746984e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279436 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3545 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46704 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152234 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7055 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10778 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469812.000000 Penalty: 24005.757812
Iteration 233Q: 41 clusters Score -2.746981e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279463 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3536 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7170 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46708 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152183 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7057 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10791 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469788.000000 Penalty: 24005.757812
Iteration 234Q: 41 clusters Score -2.746979e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279481 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3525 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7181 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46712 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152147 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7057 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10805 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2829 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469796.000000 Penalty: 24005.757812
Iteration 235Q: 41 clusters Score -2.74698e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279491 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3517 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46716 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152118 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7058 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10818 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2829 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469810.000000 Penalty: 24005.757812
Iteration 236Q: 41 clusters Score -2.746981e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279505 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3505 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7197 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46722 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152089 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7058 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10829 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469834.000000 Penalty: 24005.757812
Iteration 237Q: 41 clusters Score -2.746983e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279511 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3499 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46727 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152067 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7059 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10839 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2829 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469848.000000 Penalty: 24005.757812
Iteration 238Q: 41 clusters Score -2.746985e+07 nChanged 65
Entering ConstructFrom: 
Score: -27469848.000000 Penalty: 24005.757812
Entering ConstructFrom: 
Trying to split cluster 1 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13149.570312 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13149.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12811.371094 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12811.37 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12898.968750 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12898.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12936.208984 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12936.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12956.257812 Penalty: 510.461945
	Iteration 3F: 3 clusters Score -12956.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12970.710938 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -12970.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12975.224609 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -12975.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12976.295898 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -12976.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12976.295898 Penalty: 510.461945
	Iteration 7F: 3 clusters Score -12976.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Entering Unmasked Estep 
Score: -206704.796875 Penalty: 378.369415
	Iteration 0F: 2 clusters Score -206704.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -203867.187500 Penalty: 756.738831
	Iteration 0F: 3 clusters Score -203867.2 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -204943.968750 Penalty: 756.738831
	Iteration 1F: 3 clusters Score -204944 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -205125.515625 Penalty: 756.738831
	Iteration 2F: 3 clusters Score -205125.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -205319.015625 Penalty: 756.738831
	Iteration 3F: 3 clusters Score -205319 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -205561.671875 Penalty: 756.738831
	Iteration 4F: 3 clusters Score -205561.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -205785.953125 Penalty: 756.738831
	Iteration 5F: 3 clusters Score -205786 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -206004.343750 Penalty: 756.738831
	Iteration 6F: 3 clusters Score -206004.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -206170.609375 Penalty: 756.738831
	Iteration 7Q: 3 clusters Score -206170.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -206280.218750 Penalty: 756.738831
	Iteration 8Q: 3 clusters Score -206280.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -206361.906250 Penalty: 756.738831
	Iteration 9Q: 3 clusters Score -206361.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -206407.078125 Penalty: 756.738831
	Iteration 10Q: 3 clusters Score -206407.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -206454.781250 Penalty: 756.738831
	Iteration 11Q: 3 clusters Score -206454.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -206494.703125 Penalty: 756.738831
	Iteration 12Q: 3 clusters Score -206494.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -206527.937500 Penalty: 756.738831
	Iteration 13Q: 3 clusters Score -206527.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -206562.343750 Penalty: 756.738831
	Iteration 14Q: 3 clusters Score -206562.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -206601.234375 Penalty: 756.738831
	Iteration 15Q: 3 clusters Score -206601.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -206621.453125 Penalty: 756.738831
	Iteration 16Q: 3 clusters Score -206621.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -206622.125000 Penalty: 756.738831
	Iteration 17Q: 3 clusters Score -206622.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -206622.593750 Penalty: 756.738831
	Iteration 18Q: 3 clusters Score -206622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -206623.062500 Penalty: 756.738831
	Iteration 19Q: 3 clusters Score -206623.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -206623.062500 Penalty: 756.738831
	Iteration 20F: 3 clusters Score -206623.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (279525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279525 members 
Entering Unmasked Estep 
Score: -14832486.000000 Penalty: 570.608521
	Iteration 0F: 2 clusters Score -1.483249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140014 members 
Mstep: Class 2 contains 139511 members 
Entering Unmasked Estep 
Score: -14647127.000000 Penalty: 1141.217041
	Iteration 0F: 3 clusters Score -1.464713e+07 nChanged 137650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152204 members 
Mstep: Class 2 contains 127321 members 
Entering Unmasked Estep 
Score: -14734902.000000 Penalty: 1141.217041
	Iteration 1F: 3 clusters Score -1.47349e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159544 members 
Mstep: Class 2 contains 119981 members 
Entering Unmasked Estep 
Score: -14738408.000000 Penalty: 1141.217041
	Iteration 2Q: 3 clusters Score -1.473841e+07 nChanged 14139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170593 members 
Mstep: Class 2 contains 108932 members 
Entering Unmasked Estep 
Score: -14744222.000000 Penalty: 1141.217041
	Iteration 3F: 3 clusters Score -1.474422e+07 nChanged 17760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185839 members 
Mstep: Class 2 contains 93686 members 
Entering Unmasked Estep 
Score: -14753861.000000 Penalty: 1141.217041
	Iteration 4F: 3 clusters Score -1.475386e+07 nChanged 20848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204669 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -14768816.000000 Penalty: 1141.217041
	Iteration 5F: 3 clusters Score -1.476882e+07 nChanged 21374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224281 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -14788010.000000 Penalty: 1141.217041
	Iteration 6F: 3 clusters Score -1.478801e+07 nChanged 17025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239556 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -14805351.000000 Penalty: 1141.217041
	Iteration 7F: 3 clusters Score -1.480535e+07 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248228 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -14815359.000000 Penalty: 1141.217041
	Iteration 8Q: 3 clusters Score -1.481536e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253168 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -14819843.000000 Penalty: 1141.217041
	Iteration 9Q: 3 clusters Score -1.481984e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256811 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -14822330.000000 Penalty: 1141.217041
	Iteration 10Q: 3 clusters Score -1.482233e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259775 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -14823883.000000 Penalty: 1141.217041
	Iteration 11Q: 3 clusters Score -1.482388e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262300 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -14825037.000000 Penalty: 1141.217041
	Iteration 12Q: 3 clusters Score -1.482504e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264374 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -14825839.000000 Penalty: 1141.217041
	Iteration 13Q: 3 clusters Score -1.482584e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266185 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -14827120.000000 Penalty: 1141.217041
	Iteration 14Q: 3 clusters Score -1.482712e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267870 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -14828200.000000 Penalty: 1141.217041
	Iteration 15Q: 3 clusters Score -1.48282e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269373 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -14829226.000000 Penalty: 1141.217041
	Iteration 16Q: 3 clusters Score -1.482923e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270729 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -14829878.000000 Penalty: 1141.217041
	Iteration 17Q: 3 clusters Score -1.482988e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271936 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -14830443.000000 Penalty: 1141.217041
	Iteration 18Q: 3 clusters Score -1.483044e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273005 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -14830819.000000 Penalty: 1141.217041
	Iteration 19Q: 3 clusters Score -1.483082e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273989 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -14831166.000000 Penalty: 1141.217041
	Iteration 20F: 3 clusters Score -1.483117e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274887 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -14831274.000000 Penalty: 1141.217041
	Iteration 21Q: 3 clusters Score -1.483127e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275688 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -14831461.000000 Penalty: 1141.217041
	Iteration 22Q: 3 clusters Score -1.483146e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276386 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -14831611.000000 Penalty: 1141.217041
	Iteration 23Q: 3 clusters Score -1.483161e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276990 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -14831774.000000 Penalty: 1141.217041
	Iteration 24Q: 3 clusters Score -1.483177e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277470 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -14831901.000000 Penalty: 1141.217041
	Iteration 25Q: 3 clusters Score -1.48319e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277864 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -14831957.000000 Penalty: 1141.217041
	Iteration 26Q: 3 clusters Score -1.483196e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278211 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -14831935.000000 Penalty: 1141.217041
	Iteration 27Q: 3 clusters Score -1.483194e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278498 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -14831934.000000 Penalty: 1141.217041
	Iteration 28Q: 3 clusters Score -1.483193e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278711 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -14831957.000000 Penalty: 1141.217041
	Iteration 29Q: 3 clusters Score -1.483196e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278881 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14831934.000000 Penalty: 1141.217041
	Iteration 30Q: 3 clusters Score -1.483193e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278994 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -14831944.000000 Penalty: 1141.217041
	Iteration 31Q: 3 clusters Score -1.483194e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279081 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -14831963.000000 Penalty: 1141.217041
	Iteration 32Q: 3 clusters Score -1.483196e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279138 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -14831964.000000 Penalty: 1141.217041
	Iteration 33Q: 3 clusters Score -1.483196e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279185 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -14832006.000000 Penalty: 1141.217041
	Iteration 34Q: 3 clusters Score -1.483201e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279221 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14832001.000000 Penalty: 1141.217041
	Iteration 35Q: 3 clusters Score -1.4832e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279251 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -14832001.000000 Penalty: 1141.217041
	Iteration 36Q: 3 clusters Score -1.4832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279272 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -14832004.000000 Penalty: 1141.217041
	Iteration 37Q: 3 clusters Score -1.4832e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279286 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -14832017.000000 Penalty: 1141.217041
	Iteration 38Q: 3 clusters Score -1.483202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279292 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14832026.000000 Penalty: 1141.217041
	Iteration 39Q: 3 clusters Score -1.483203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279300 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -14832037.000000 Penalty: 1141.217041
	Iteration 40F: 3 clusters Score -1.483204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279307 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14832044.000000 Penalty: 1141.217041
	Iteration 41Q: 3 clusters Score -1.483204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279307 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14832050.000000 Penalty: 1141.217041
	Iteration 42Q: 3 clusters Score -1.483205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279311 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -14832047.000000 Penalty: 1141.217041
	Iteration 43Q: 3 clusters Score -1.483205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279313 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -14832053.000000 Penalty: 1141.217041
	Iteration 44Q: 3 clusters Score -1.483205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279317 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -14832038.000000 Penalty: 1141.217041
	Iteration 45Q: 3 clusters Score -1.483204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279321 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14832042.000000 Penalty: 1141.217041
	Iteration 46Q: 3 clusters Score -1.483204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279323 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14832035.000000 Penalty: 1141.217041
	Iteration 47Q: 3 clusters Score -1.483204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279324 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14832030.000000 Penalty: 1141.217041
	Iteration 48Q: 3 clusters Score -1.483203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279327 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14832033.000000 Penalty: 1141.217041
	Iteration 49Q: 3 clusters Score -1.483203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279330 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14832032.000000 Penalty: 1141.217041
	Iteration 50Q: 3 clusters Score -1.483203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279332 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14832033.000000 Penalty: 1141.217041
	Iteration 51Q: 3 clusters Score -1.483203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279335 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14832044.000000 Penalty: 1141.217041
	Iteration 52Q: 3 clusters Score -1.483204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279337 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14832046.000000 Penalty: 1141.217041
	Iteration 53Q: 3 clusters Score -1.483205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279340 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14832043.000000 Penalty: 1141.217041
	Iteration 54Q: 3 clusters Score -1.483204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279341 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14832036.000000 Penalty: 1141.217041
	Iteration 55Q: 3 clusters Score -1.483204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279343 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14832040.000000 Penalty: 1141.217041
	Iteration 56Q: 3 clusters Score -1.483204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279344 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14832039.000000 Penalty: 1141.217041
	Iteration 57Q: 3 clusters Score -1.483204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279343 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14832045.000000 Penalty: 1141.217041
	Iteration 58Q: 3 clusters Score -1.483204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279344 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14832042.000000 Penalty: 1141.217041
	Iteration 59Q: 3 clusters Score -1.483204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279344 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14832042.000000 Penalty: 1141.217041
	Iteration 60F: 3 clusters Score -1.483204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -6268.913574 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -6268.914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6015.652344 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -6015.652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6047.720703 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -6047.721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6056.773438 Penalty: 443.642975
	Iteration 2Q: 3 clusters Score -6056.773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6062.398926 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -6062.399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6063.449707 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -6063.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6065.949219 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -6065.949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6068.933105 Penalty: 443.642975
	Iteration 6Q: 3 clusters Score -6068.933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6071.330566 Penalty: 443.642975
	Iteration 7Q: 3 clusters Score -6071.331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6071.330566 Penalty: 443.642975
	Iteration 8F: 3 clusters Score -6071.331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -49847.398438 Penalty: 312.398041
	Iteration 0F: 2 clusters Score -49847.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -49048.773438 Penalty: 624.796082
	Iteration 0F: 3 clusters Score -49048.77 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -49254.953125 Penalty: 624.796082
	Iteration 1F: 3 clusters Score -49254.95 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -49323.804688 Penalty: 624.796082
	Iteration 2F: 3 clusters Score -49323.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -49352.113281 Penalty: 624.796082
	Iteration 3F: 3 clusters Score -49352.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -49372.105469 Penalty: 624.796082
	Iteration 4Q: 3 clusters Score -49372.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -49384.917969 Penalty: 624.796082
	Iteration 5Q: 3 clusters Score -49384.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -49394.488281 Penalty: 624.796082
	Iteration 6Q: 3 clusters Score -49394.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -49404.347656 Penalty: 624.796082
	Iteration 7Q: 3 clusters Score -49404.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -49412.636719 Penalty: 624.796082
	Iteration 8Q: 3 clusters Score -49412.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -49421.152344 Penalty: 624.796082
	Iteration 9Q: 3 clusters Score -49421.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -49428.761719 Penalty: 624.796082
	Iteration 10Q: 3 clusters Score -49428.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -49438.585938 Penalty: 624.796082
	Iteration 11Q: 3 clusters Score -49438.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -49449.324219 Penalty: 624.796082
	Iteration 12Q: 3 clusters Score -49449.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -49456.640625 Penalty: 624.796082
	Iteration 13Q: 3 clusters Score -49456.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -49461.386719 Penalty: 624.796082
	Iteration 14Q: 3 clusters Score -49461.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -49467.753906 Penalty: 624.796082
	Iteration 15Q: 3 clusters Score -49467.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -49474.480469 Penalty: 624.796082
	Iteration 16Q: 3 clusters Score -49474.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -49476.480469 Penalty: 624.796082
	Iteration 17Q: 3 clusters Score -49476.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -49477.992188 Penalty: 624.796082
	Iteration 18Q: 3 clusters Score -49477.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -49479.203125 Penalty: 624.796082
	Iteration 19Q: 3 clusters Score -49479.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -49479.968750 Penalty: 624.796082
	Iteration 20F: 3 clusters Score -49479.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -49481.593750 Penalty: 624.796082
	Iteration 21Q: 3 clusters Score -49481.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -49484.542969 Penalty: 624.796082
	Iteration 22Q: 3 clusters Score -49484.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -49486.550781 Penalty: 624.796082
	Iteration 23Q: 3 clusters Score -49486.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -49488.078125 Penalty: 624.796082
	Iteration 24Q: 3 clusters Score -49488.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -49490.042969 Penalty: 624.796082
	Iteration 25Q: 3 clusters Score -49490.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -49492.394531 Penalty: 624.796082
	Iteration 26Q: 3 clusters Score -49492.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -49495.460938 Penalty: 624.796082
	Iteration 27Q: 3 clusters Score -49495.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -49496.468750 Penalty: 624.796082
	Iteration 28Q: 3 clusters Score -49496.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -49498.503906 Penalty: 624.796082
	Iteration 29Q: 3 clusters Score -49498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -49499.593750 Penalty: 624.796082
	Iteration 30Q: 3 clusters Score -49499.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -49503.113281 Penalty: 624.796082
	Iteration 31Q: 3 clusters Score -49503.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -49511.460938 Penalty: 624.796082
	Iteration 32Q: 3 clusters Score -49511.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -49528.523438 Penalty: 624.796082
	Iteration 33Q: 3 clusters Score -49528.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -49540.460938 Penalty: 624.796082
	Iteration 34Q: 3 clusters Score -49540.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -49554.050781 Penalty: 624.796082
	Iteration 35Q: 3 clusters Score -49554.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -49571.394531 Penalty: 624.796082
	Iteration 36Q: 3 clusters Score -49571.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -49583.871094 Penalty: 624.796082
	Iteration 37Q: 3 clusters Score -49583.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -49591.156250 Penalty: 624.796082
	Iteration 38Q: 3 clusters Score -49591.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -49602.296875 Penalty: 624.796082
	Iteration 39Q: 3 clusters Score -49602.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -49624.257812 Penalty: 624.796082
	Iteration 40F: 3 clusters Score -49624.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -49641.570312 Penalty: 624.796082
	Iteration 41Q: 3 clusters Score -49641.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -49660.644531 Penalty: 624.796082
	Iteration 42Q: 3 clusters Score -49660.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -49666.226562 Penalty: 624.796082
	Iteration 43Q: 3 clusters Score -49666.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -49669.074219 Penalty: 624.796082
	Iteration 44Q: 3 clusters Score -49669.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -49669.488281 Penalty: 624.796082
	Iteration 45Q: 3 clusters Score -49669.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -49669.734375 Penalty: 624.796082
	Iteration 46Q: 3 clusters Score -49669.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -49669.734375 Penalty: 624.796082
	Iteration 47F: 3 clusters Score -49669.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -49672.933594 Penalty: 316.174835
	Iteration 0F: 2 clusters Score -49672.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -48849.328125 Penalty: 632.349670
	Iteration 0F: 3 clusters Score -48849.33 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -49072.902344 Penalty: 632.349670
	Iteration 1F: 3 clusters Score -49072.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -49156.035156 Penalty: 632.349670
	Iteration 2F: 3 clusters Score -49156.04 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -49236.718750 Penalty: 632.349670
	Iteration 3F: 3 clusters Score -49236.72 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -49316.312500 Penalty: 632.349670
	Iteration 4F: 3 clusters Score -49316.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -49382.734375 Penalty: 632.349670
	Iteration 5F: 3 clusters Score -49382.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -49441.160156 Penalty: 632.349670
	Iteration 6F: 3 clusters Score -49441.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -49473.085938 Penalty: 632.349670
	Iteration 7Q: 3 clusters Score -49473.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -49491.460938 Penalty: 632.349670
	Iteration 8Q: 3 clusters Score -49491.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -49505.539062 Penalty: 632.349670
	Iteration 9Q: 3 clusters Score -49505.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -49514.480469 Penalty: 632.349670
	Iteration 10Q: 3 clusters Score -49514.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -49523.289062 Penalty: 632.349670
	Iteration 11Q: 3 clusters Score -49523.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -49524.730469 Penalty: 632.349670
	Iteration 12Q: 3 clusters Score -49524.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -49525.007812 Penalty: 632.349670
	Iteration 13Q: 3 clusters Score -49525.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -49525.496094 Penalty: 632.349670
	Iteration 14Q: 3 clusters Score -49525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -49525.496094 Penalty: 632.349670
	Iteration 15F: 3 clusters Score -49525.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -67337.718750 Penalty: 324.455902
	Iteration 0F: 2 clusters Score -67337.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -66358.914062 Penalty: 648.911804
	Iteration 0F: 3 clusters Score -66358.91 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -66647.054688 Penalty: 648.911804
	Iteration 1F: 3 clusters Score -66647.05 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -66690.242188 Penalty: 648.911804
	Iteration 2F: 3 clusters Score -66690.24 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -66718.648438 Penalty: 648.911804
	Iteration 3Q: 3 clusters Score -66718.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -66745.648438 Penalty: 648.911804
	Iteration 4Q: 3 clusters Score -66745.65 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -66789.273438 Penalty: 648.911804
	Iteration 5Q: 3 clusters Score -66789.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -66834.500000 Penalty: 648.911804
	Iteration 6Q: 3 clusters Score -66834.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -66880.992188 Penalty: 648.911804
	Iteration 7Q: 3 clusters Score -66880.99 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -66918.890625 Penalty: 648.911804
	Iteration 8Q: 3 clusters Score -66918.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -66959.882812 Penalty: 648.911804
	Iteration 9Q: 3 clusters Score -66959.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -66997.062500 Penalty: 648.911804
	Iteration 10Q: 3 clusters Score -66997.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -67027.992188 Penalty: 648.911804
	Iteration 11Q: 3 clusters Score -67027.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -67053.562500 Penalty: 648.911804
	Iteration 12Q: 3 clusters Score -67053.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -67070.937500 Penalty: 648.911804
	Iteration 13Q: 3 clusters Score -67070.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -67089.171875 Penalty: 648.911804
	Iteration 14Q: 3 clusters Score -67089.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -67111.648438 Penalty: 648.911804
	Iteration 15Q: 3 clusters Score -67111.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -67130.281250 Penalty: 648.911804
	Iteration 16Q: 3 clusters Score -67130.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -67144.234375 Penalty: 648.911804
	Iteration 17Q: 3 clusters Score -67144.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -67158.289062 Penalty: 648.911804
	Iteration 18Q: 3 clusters Score -67158.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -67173.328125 Penalty: 648.911804
	Iteration 19Q: 3 clusters Score -67173.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -67181.234375 Penalty: 648.911804
	Iteration 20F: 3 clusters Score -67181.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -67185.023438 Penalty: 648.911804
	Iteration 21Q: 3 clusters Score -67185.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -67189.281250 Penalty: 648.911804
	Iteration 22Q: 3 clusters Score -67189.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -67192.765625 Penalty: 648.911804
	Iteration 23Q: 3 clusters Score -67192.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -67194.882812 Penalty: 648.911804
	Iteration 24Q: 3 clusters Score -67194.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -67196.468750 Penalty: 648.911804
	Iteration 25Q: 3 clusters Score -67196.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -67197.546875 Penalty: 648.911804
	Iteration 26Q: 3 clusters Score -67197.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -67198.640625 Penalty: 648.911804
	Iteration 27Q: 3 clusters Score -67198.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -67200.312500 Penalty: 648.911804
	Iteration 28Q: 3 clusters Score -67200.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -67201.265625 Penalty: 648.911804
	Iteration 29Q: 3 clusters Score -67201.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -67201.679688 Penalty: 648.911804
	Iteration 30Q: 3 clusters Score -67201.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -67202.523438 Penalty: 648.911804
	Iteration 31Q: 3 clusters Score -67202.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -67202.828125 Penalty: 648.911804
	Iteration 32Q: 3 clusters Score -67202.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -67202.828125 Penalty: 648.911804
	Iteration 33F: 3 clusters Score -67202.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Entering Unmasked Estep 
Score: -186482.921875 Penalty: 371.264557
	Iteration 0F: 2 clusters Score -186482.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -184035.109375 Penalty: 742.529114
	Iteration 0F: 3 clusters Score -184035.1 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -184988.062500 Penalty: 742.529114
	Iteration 1F: 3 clusters Score -184988.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -185211.093750 Penalty: 742.529114
	Iteration 2F: 3 clusters Score -185211.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -185532.718750 Penalty: 742.529114
	Iteration 3F: 3 clusters Score -185532.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -185835.281250 Penalty: 742.529114
	Iteration 4F: 3 clusters Score -185835.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -186018.171875 Penalty: 742.529114
	Iteration 5F: 3 clusters Score -186018.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -186136.453125 Penalty: 742.529114
	Iteration 6Q: 3 clusters Score -186136.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -186192.796875 Penalty: 742.529114
	Iteration 7Q: 3 clusters Score -186192.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -186216.031250 Penalty: 742.529114
	Iteration 8Q: 3 clusters Score -186216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -186237.062500 Penalty: 742.529114
	Iteration 9Q: 3 clusters Score -186237.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -186251.375000 Penalty: 742.529114
	Iteration 10Q: 3 clusters Score -186251.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -186257.265625 Penalty: 742.529114
	Iteration 11Q: 3 clusters Score -186257.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -186259.703125 Penalty: 742.529114
	Iteration 12Q: 3 clusters Score -186259.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -186260.625000 Penalty: 742.529114
	Iteration 13Q: 3 clusters Score -186260.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -186260.937500 Penalty: 742.529114
	Iteration 14Q: 3 clusters Score -186260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -186261.062500 Penalty: 742.529114
	Iteration 15Q: 3 clusters Score -186261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -186261.265625 Penalty: 742.529114
	Iteration 16Q: 3 clusters Score -186261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -186262.046875 Penalty: 742.529114
	Iteration 17Q: 3 clusters Score -186262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -186262.234375 Penalty: 742.529114
	Iteration 18Q: 3 clusters Score -186262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -186262.687500 Penalty: 742.529114
	Iteration 19Q: 3 clusters Score -186262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -186262.656250 Penalty: 742.529114
	Iteration 20F: 3 clusters Score -186262.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -13096.467773 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -13096.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12752.772461 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -12752.77 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12830.014648 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -12830.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12860.899414 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -12860.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12869.537109 Penalty: 508.779846
	Iteration 3Q: 3 clusters Score -12869.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12875.898438 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -12875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12879.952148 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -12879.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12881.938477 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -12881.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12887.182617 Penalty: 508.779846
	Iteration 7Q: 3 clusters Score -12887.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12887.182617 Penalty: 508.779846
	Iteration 8F: 3 clusters Score -12887.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -118759.500000 Penalty: 349.426971
	Iteration 0F: 2 clusters Score -118759.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -117176.289062 Penalty: 698.853943
	Iteration 0F: 3 clusters Score -117176.3 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -117708.906250 Penalty: 698.853943
	Iteration 1F: 3 clusters Score -117708.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -117844.148438 Penalty: 698.853943
	Iteration 2F: 3 clusters Score -117844.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -117974.492188 Penalty: 698.853943
	Iteration 3F: 3 clusters Score -117974.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -118092.539062 Penalty: 698.853943
	Iteration 4F: 3 clusters Score -118092.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -118177.187500 Penalty: 698.853943
	Iteration 5F: 3 clusters Score -118177.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -118234.281250 Penalty: 698.853943
	Iteration 6Q: 3 clusters Score -118234.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -118274.046875 Penalty: 698.853943
	Iteration 7Q: 3 clusters Score -118274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -118296.492188 Penalty: 698.853943
	Iteration 8Q: 3 clusters Score -118296.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -118302.460938 Penalty: 698.853943
	Iteration 9Q: 3 clusters Score -118302.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -118303.515625 Penalty: 698.853943
	Iteration 10Q: 3 clusters Score -118303.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -118305.078125 Penalty: 698.853943
	Iteration 11Q: 3 clusters Score -118305.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -118306.148438 Penalty: 698.853943
	Iteration 12Q: 3 clusters Score -118306.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -118307.101562 Penalty: 698.853943
	Iteration 13Q: 3 clusters Score -118307.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -118309.117188 Penalty: 698.853943
	Iteration 14Q: 3 clusters Score -118309.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -118312.125000 Penalty: 698.853943
	Iteration 15Q: 3 clusters Score -118312.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -118316.093750 Penalty: 698.853943
	Iteration 16Q: 3 clusters Score -118316.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -118322.085938 Penalty: 698.853943
	Iteration 17Q: 3 clusters Score -118322.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -118326.320312 Penalty: 698.853943
	Iteration 18Q: 3 clusters Score -118326.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -118329.007812 Penalty: 698.853943
	Iteration 19Q: 3 clusters Score -118329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -118331.656250 Penalty: 698.853943
	Iteration 20F: 3 clusters Score -118331.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -118332.765625 Penalty: 698.853943
	Iteration 21Q: 3 clusters Score -118332.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118333.945312 Penalty: 698.853943
	Iteration 22Q: 3 clusters Score -118333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -118335.460938 Penalty: 698.853943
	Iteration 23Q: 3 clusters Score -118335.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -118336.367188 Penalty: 698.853943
	Iteration 24Q: 3 clusters Score -118336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -118336.906250 Penalty: 698.853943
	Iteration 25Q: 3 clusters Score -118336.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -118337.171875 Penalty: 698.853943
	Iteration 26Q: 3 clusters Score -118337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -118337.171875 Penalty: 698.853943
	Iteration 27F: 3 clusters Score -118337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Entering Unmasked Estep 
Score: -110394.968750 Penalty: 348.234009
	Iteration 0F: 2 clusters Score -110395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -108916.515625 Penalty: 696.468018
	Iteration 0F: 3 clusters Score -108916.5 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -109446.953125 Penalty: 696.468018
	Iteration 1F: 3 clusters Score -109447 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -109555.937500 Penalty: 696.468018
	Iteration 2F: 3 clusters Score -109555.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -109662.867188 Penalty: 696.468018
	Iteration 3F: 3 clusters Score -109662.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -109760.257812 Penalty: 696.468018
	Iteration 4F: 3 clusters Score -109760.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -109843.250000 Penalty: 696.468018
	Iteration 5F: 3 clusters Score -109843.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -109930.421875 Penalty: 696.468018
	Iteration 6Q: 3 clusters Score -109930.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -110026.164062 Penalty: 696.468018
	Iteration 7Q: 3 clusters Score -110026.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -110103.257812 Penalty: 696.468018
	Iteration 8Q: 3 clusters Score -110103.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -110148.484375 Penalty: 696.468018
	Iteration 9Q: 3 clusters Score -110148.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -110177.820312 Penalty: 696.468018
	Iteration 10Q: 3 clusters Score -110177.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -110199.703125 Penalty: 696.468018
	Iteration 11Q: 3 clusters Score -110199.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -110213.289062 Penalty: 696.468018
	Iteration 12Q: 3 clusters Score -110213.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -110222.593750 Penalty: 696.468018
	Iteration 13Q: 3 clusters Score -110222.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -110233.117188 Penalty: 696.468018
	Iteration 14Q: 3 clusters Score -110233.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -110241.304688 Penalty: 696.468018
	Iteration 15Q: 3 clusters Score -110241.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -110247.703125 Penalty: 696.468018
	Iteration 16Q: 3 clusters Score -110247.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -110251.937500 Penalty: 696.468018
	Iteration 17Q: 3 clusters Score -110251.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -110254.539062 Penalty: 696.468018
	Iteration 18Q: 3 clusters Score -110254.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -110255.945312 Penalty: 696.468018
	Iteration 19Q: 3 clusters Score -110255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -110256.570312 Penalty: 696.468018
	Iteration 20F: 3 clusters Score -110256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -110257.109375 Penalty: 696.468018
	Iteration 21Q: 3 clusters Score -110257.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -110257.312500 Penalty: 696.468018
	Iteration 22Q: 3 clusters Score -110257.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -110257.453125 Penalty: 696.468018
	Iteration 23Q: 3 clusters Score -110257.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -110257.453125 Penalty: 696.468018
	Iteration 24F: 3 clusters Score -110257.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Entering Unmasked Estep 
Score: -420196.937500 Penalty: 404.199341
	Iteration 0F: 2 clusters Score -420196.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -415310.468750 Penalty: 808.398682
	Iteration 0F: 3 clusters Score -415310.5 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -417322.437500 Penalty: 808.398682
	Iteration 1F: 3 clusters Score -417322.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -417539.343750 Penalty: 808.398682
	Iteration 2F: 3 clusters Score -417539.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -417860.968750 Penalty: 808.398682
	Iteration 3F: 3 clusters Score -417861 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -418334.718750 Penalty: 808.398682
	Iteration 4F: 3 clusters Score -418334.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -418914.687500 Penalty: 808.398682
	Iteration 5F: 3 clusters Score -418914.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -419373.125000 Penalty: 808.398682
	Iteration 6F: 3 clusters Score -419373.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -419632.375000 Penalty: 808.398682
	Iteration 7Q: 3 clusters Score -419632.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -419761.781250 Penalty: 808.398682
	Iteration 8Q: 3 clusters Score -419761.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -419814.875000 Penalty: 808.398682
	Iteration 9Q: 3 clusters Score -419814.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -419834.031250 Penalty: 808.398682
	Iteration 10Q: 3 clusters Score -419834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -419843.562500 Penalty: 808.398682
	Iteration 11Q: 3 clusters Score -419843.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -419854.718750 Penalty: 808.398682
	Iteration 12Q: 3 clusters Score -419854.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -419862.718750 Penalty: 808.398682
	Iteration 13Q: 3 clusters Score -419862.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -419867.093750 Penalty: 808.398682
	Iteration 14Q: 3 clusters Score -419867.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -419868.625000 Penalty: 808.398682
	Iteration 15Q: 3 clusters Score -419868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -419869.437500 Penalty: 808.398682
	Iteration 16Q: 3 clusters Score -419869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -419869.437500 Penalty: 808.398682
	Iteration 17F: 3 clusters Score -419869.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -45281.492188 Penalty: 308.382904
	Iteration 0F: 2 clusters Score -45281.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -44585.121094 Penalty: 616.765808
	Iteration 0F: 3 clusters Score -44585.12 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -44826.511719 Penalty: 616.765808
	Iteration 1F: 3 clusters Score -44826.51 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -44903.468750 Penalty: 616.765808
	Iteration 2F: 3 clusters Score -44903.47 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -44954.199219 Penalty: 616.765808
	Iteration 3F: 3 clusters Score -44954.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -44981.949219 Penalty: 616.765808
	Iteration 4Q: 3 clusters Score -44981.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -45007.074219 Penalty: 616.765808
	Iteration 5Q: 3 clusters Score -45007.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -45024.824219 Penalty: 616.765808
	Iteration 6Q: 3 clusters Score -45024.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -45040.683594 Penalty: 616.765808
	Iteration 7Q: 3 clusters Score -45040.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -45054.000000 Penalty: 616.765808
	Iteration 8Q: 3 clusters Score -45054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -45063.046875 Penalty: 616.765808
	Iteration 9Q: 3 clusters Score -45063.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -45068.808594 Penalty: 616.765808
	Iteration 10Q: 3 clusters Score -45068.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -45072.007812 Penalty: 616.765808
	Iteration 11Q: 3 clusters Score -45072.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -45073.738281 Penalty: 616.765808
	Iteration 12Q: 3 clusters Score -45073.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -45074.628906 Penalty: 616.765808
	Iteration 13Q: 3 clusters Score -45074.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -45075.023438 Penalty: 616.765808
	Iteration 14Q: 3 clusters Score -45075.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -45075.410156 Penalty: 616.765808
	Iteration 15Q: 3 clusters Score -45075.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -45075.945312 Penalty: 616.765808
	Iteration 16Q: 3 clusters Score -45075.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -45077.210938 Penalty: 616.765808
	Iteration 17Q: 3 clusters Score -45077.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -45077.507812 Penalty: 616.765808
	Iteration 18Q: 3 clusters Score -45077.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -45077.507812 Penalty: 616.765808
	Iteration 19F: 3 clusters Score -45077.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -82075.546875 Penalty: 333.830627
	Iteration 0F: 2 clusters Score -82075.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -80929.468750 Penalty: 667.661255
	Iteration 0F: 3 clusters Score -80929.47 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -81257.203125 Penalty: 667.661255
	Iteration 1F: 3 clusters Score -81257.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -81298.351562 Penalty: 667.661255
	Iteration 2F: 3 clusters Score -81298.35 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -81331.734375 Penalty: 667.661255
	Iteration 3Q: 3 clusters Score -81331.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -81368.054688 Penalty: 667.661255
	Iteration 4Q: 3 clusters Score -81368.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -81397.085938 Penalty: 667.661255
	Iteration 5Q: 3 clusters Score -81397.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -81430.570312 Penalty: 667.661255
	Iteration 6Q: 3 clusters Score -81430.57 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -81464.515625 Penalty: 667.661255
	Iteration 7Q: 3 clusters Score -81464.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -81502.617188 Penalty: 667.661255
	Iteration 8Q: 3 clusters Score -81502.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -81538.523438 Penalty: 667.661255
	Iteration 9Q: 3 clusters Score -81538.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -81571.312500 Penalty: 667.661255
	Iteration 10Q: 3 clusters Score -81571.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -81604.007812 Penalty: 667.661255
	Iteration 11Q: 3 clusters Score -81604.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -81626.382812 Penalty: 667.661255
	Iteration 12Q: 3 clusters Score -81626.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -81650.281250 Penalty: 667.661255
	Iteration 13Q: 3 clusters Score -81650.28 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -81679.273438 Penalty: 667.661255
	Iteration 14Q: 3 clusters Score -81679.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -81717.500000 Penalty: 667.661255
	Iteration 15Q: 3 clusters Score -81717.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -81762.859375 Penalty: 667.661255
	Iteration 16Q: 3 clusters Score -81762.86 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -81798.703125 Penalty: 667.661255
	Iteration 17Q: 3 clusters Score -81798.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -81815.015625 Penalty: 667.661255
	Iteration 18Q: 3 clusters Score -81815.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -81826.632812 Penalty: 667.661255
	Iteration 19Q: 3 clusters Score -81826.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -81836.875000 Penalty: 667.661255
	Iteration 20F: 3 clusters Score -81836.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -81850.289062 Penalty: 667.661255
	Iteration 21Q: 3 clusters Score -81850.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -81865.062500 Penalty: 667.661255
	Iteration 22Q: 3 clusters Score -81865.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -81876.750000 Penalty: 667.661255
	Iteration 23Q: 3 clusters Score -81876.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -81879.781250 Penalty: 667.661255
	Iteration 24Q: 3 clusters Score -81879.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -81882.679688 Penalty: 667.661255
	Iteration 25Q: 3 clusters Score -81882.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -81882.867188 Penalty: 667.661255
	Iteration 26Q: 3 clusters Score -81882.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -81882.867188 Penalty: 667.661255
	Iteration 27F: 3 clusters Score -81882.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -19698.521484 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -19698.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19298.078125 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -19298.08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19383.714844 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -19383.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19397.507812 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -19397.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19407.613281 Penalty: 537.882507
	Iteration 3Q: 3 clusters Score -19407.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19415.666016 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -19415.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19420.884766 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -19420.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19428.074219 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -19428.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19430.701172 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -19430.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19432.757812 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -19432.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19433.634766 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -19433.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19434.365234 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -19434.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19434.365234 Penalty: 537.882507
	Iteration 11F: 3 clusters Score -19434.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -29150.263672 Penalty: 287.676697
	Iteration 0F: 2 clusters Score -29150.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28620.974609 Penalty: 575.353394
	Iteration 0F: 3 clusters Score -28620.97 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28768.919922 Penalty: 575.353394
	Iteration 1F: 3 clusters Score -28768.92 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28802.451172 Penalty: 575.353394
	Iteration 2F: 3 clusters Score -28802.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28828.583984 Penalty: 575.353394
	Iteration 3Q: 3 clusters Score -28828.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -28848.134766 Penalty: 575.353394
	Iteration 4F: 3 clusters Score -28848.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -28859.013672 Penalty: 575.353394
	Iteration 5Q: 3 clusters Score -28859.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28867.039062 Penalty: 575.353394
	Iteration 6Q: 3 clusters Score -28867.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -28873.335938 Penalty: 575.353394
	Iteration 7Q: 3 clusters Score -28873.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -28879.326172 Penalty: 575.353394
	Iteration 8Q: 3 clusters Score -28879.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -28881.458984 Penalty: 575.353394
	Iteration 9Q: 3 clusters Score -28881.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -28884.869141 Penalty: 575.353394
	Iteration 10Q: 3 clusters Score -28884.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -28895.142578 Penalty: 575.353394
	Iteration 11Q: 3 clusters Score -28895.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -28903.265625 Penalty: 575.353394
	Iteration 12Q: 3 clusters Score -28903.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -28909.216797 Penalty: 575.353394
	Iteration 13Q: 3 clusters Score -28909.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -28912.507812 Penalty: 575.353394
	Iteration 14Q: 3 clusters Score -28912.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -28913.847656 Penalty: 575.353394
	Iteration 15Q: 3 clusters Score -28913.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -28914.732422 Penalty: 575.353394
	Iteration 16Q: 3 clusters Score -28914.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -28914.972656 Penalty: 575.353394
	Iteration 17Q: 3 clusters Score -28914.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -28914.972656 Penalty: 575.353394
	Iteration 18F: 3 clusters Score -28914.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Entering Unmasked Estep 
Score: -2376663.500000 Penalty: 489.217560
	Iteration 0F: 2 clusters Score -2376664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2345037.500000 Penalty: 978.435120
	Iteration 0F: 3 clusters Score -2345038 nChanged 22728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -2358960.500000 Penalty: 978.435120
	Iteration 1F: 3 clusters Score -2358960 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -2360104.500000 Penalty: 978.435120
	Iteration 2F: 3 clusters Score -2360104 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -2361782.250000 Penalty: 978.435120
	Iteration 3F: 3 clusters Score -2361782 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -2363997.000000 Penalty: 978.435120
	Iteration 4F: 3 clusters Score -2363997 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -2366800.000000 Penalty: 978.435120
	Iteration 5F: 3 clusters Score -2366800 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -2369850.000000 Penalty: 978.435120
	Iteration 6F: 3 clusters Score -2369850 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -2372402.500000 Penalty: 978.435120
	Iteration 7F: 3 clusters Score -2372402 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -2373864.250000 Penalty: 978.435120
	Iteration 8Q: 3 clusters Score -2373864 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -2374650.000000 Penalty: 978.435120
	Iteration 9Q: 3 clusters Score -2374650 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -2375138.000000 Penalty: 978.435120
	Iteration 10Q: 3 clusters Score -2375138 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -2375492.250000 Penalty: 978.435120
	Iteration 11Q: 3 clusters Score -2375492 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -2375763.250000 Penalty: 978.435120
	Iteration 12Q: 3 clusters Score -2375763 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -2375958.500000 Penalty: 978.435120
	Iteration 13Q: 3 clusters Score -2375958 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -2376076.500000 Penalty: 978.435120
	Iteration 14Q: 3 clusters Score -2376076 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -2376161.250000 Penalty: 978.435120
	Iteration 15Q: 3 clusters Score -2376161 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -2376215.000000 Penalty: 978.435120
	Iteration 16Q: 3 clusters Score -2376215 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -2376249.000000 Penalty: 978.435120
	Iteration 17Q: 3 clusters Score -2376249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -2376280.000000 Penalty: 978.435120
	Iteration 18Q: 3 clusters Score -2376280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -2376296.750000 Penalty: 978.435120
	Iteration 19Q: 3 clusters Score -2376297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -2376306.750000 Penalty: 978.435120
	Iteration 20F: 3 clusters Score -2376307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -2376321.500000 Penalty: 978.435120
	Iteration 21Q: 3 clusters Score -2376322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -2376338.250000 Penalty: 978.435120
	Iteration 22Q: 3 clusters Score -2376338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -2376351.000000 Penalty: 978.435120
	Iteration 23Q: 3 clusters Score -2376351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -2376357.000000 Penalty: 978.435120
	Iteration 24Q: 3 clusters Score -2376357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -2376365.250000 Penalty: 978.435120
	Iteration 25Q: 3 clusters Score -2376365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -2376376.250000 Penalty: 978.435120
	Iteration 26Q: 3 clusters Score -2376376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -2376373.750000 Penalty: 978.435120
	Iteration 27Q: 3 clusters Score -2376374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -2376375.000000 Penalty: 978.435120
	Iteration 28Q: 3 clusters Score -2376375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -2376375.000000 Penalty: 978.435120
	Iteration 29F: 3 clusters Score -2376375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -33470.800781 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -33470.8 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 384 members 
Entering Unmasked Estep 
Score: -32823.925781 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -32823.93 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -33002.644531 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -33002.64 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -33050.082031 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -33050.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -33080.085938 Penalty: 599.717407
	Iteration 3F: 3 clusters Score -33080.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -33113.613281 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -33113.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -33140.093750 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -33140.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -33150.023438 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -33150.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -33159.761719 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -33159.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -33168.078125 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -33168.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -33175.714844 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -33175.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -33180.835938 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -33180.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -33186.726562 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -33186.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -33193.628906 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -33193.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -33196.980469 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -33196.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -33199.730469 Penalty: 599.717407
	Iteration 14Q: 3 clusters Score -33199.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -33201.761719 Penalty: 599.717407
	Iteration 15Q: 3 clusters Score -33201.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -33204.609375 Penalty: 599.717407
	Iteration 16Q: 3 clusters Score -33204.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -33206.824219 Penalty: 599.717407
	Iteration 17Q: 3 clusters Score -33206.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -33208.441406 Penalty: 599.717407
	Iteration 18Q: 3 clusters Score -33208.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -33211.089844 Penalty: 599.717407
	Iteration 19Q: 3 clusters Score -33211.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -33214.843750 Penalty: 599.717407
	Iteration 20F: 3 clusters Score -33214.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -33217.738281 Penalty: 599.717407
	Iteration 21Q: 3 clusters Score -33217.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -33219.605469 Penalty: 599.717407
	Iteration 22Q: 3 clusters Score -33219.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -33221.300781 Penalty: 599.717407
	Iteration 23Q: 3 clusters Score -33221.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -33227.324219 Penalty: 599.717407
	Iteration 24Q: 3 clusters Score -33227.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -33230.234375 Penalty: 599.717407
	Iteration 25Q: 3 clusters Score -33230.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -33233.992188 Penalty: 599.717407
	Iteration 26Q: 3 clusters Score -33233.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -33237.589844 Penalty: 599.717407
	Iteration 27Q: 3 clusters Score -33237.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -33242.296875 Penalty: 599.717407
	Iteration 28Q: 3 clusters Score -33242.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -33244.921875 Penalty: 599.717407
	Iteration 29Q: 3 clusters Score -33244.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -33247.660156 Penalty: 599.717407
	Iteration 30Q: 3 clusters Score -33247.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -33249.628906 Penalty: 599.717407
	Iteration 31Q: 3 clusters Score -33249.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -33249.875000 Penalty: 599.717407
	Iteration 32Q: 3 clusters Score -33249.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -33250.078125 Penalty: 599.717407
	Iteration 33Q: 3 clusters Score -33250.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -33250.078125 Penalty: 599.717407
	Iteration 34F: 3 clusters Score -33250.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -8657.305664 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -8657.306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8386.221680 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -8386.222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8430.601562 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -8430.602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8443.561523 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -8443.562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8447.144531 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -8447.145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8448.454102 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -8448.454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8448.454102 Penalty: 476.998962
	Iteration 5F: 3 clusters Score -8448.454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -84185.320312 Penalty: 336.922394
	Iteration 0F: 2 clusters Score -84185.32 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 839 members 
Entering Unmasked Estep 
Score: -82985.406250 Penalty: 673.844788
	Iteration 0F: 3 clusters Score -82985.41 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -83527.851562 Penalty: 673.844788
	Iteration 1F: 3 clusters Score -83527.85 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -83684.375000 Penalty: 673.844788
	Iteration 2F: 3 clusters Score -83684.38 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -83823.593750 Penalty: 673.844788
	Iteration 3F: 3 clusters Score -83823.59 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -83941.898438 Penalty: 673.844788
	Iteration 4F: 3 clusters Score -83941.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -84012.171875 Penalty: 673.844788
	Iteration 5Q: 3 clusters Score -84012.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -84054.390625 Penalty: 673.844788
	Iteration 6Q: 3 clusters Score -84054.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -84091.765625 Penalty: 673.844788
	Iteration 7Q: 3 clusters Score -84091.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -84120.820312 Penalty: 673.844788
	Iteration 8Q: 3 clusters Score -84120.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -84133.125000 Penalty: 673.844788
	Iteration 9Q: 3 clusters Score -84133.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -84141.296875 Penalty: 673.844788
	Iteration 10Q: 3 clusters Score -84141.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -84144.976562 Penalty: 673.844788
	Iteration 11Q: 3 clusters Score -84144.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -84150.000000 Penalty: 673.844788
	Iteration 12Q: 3 clusters Score -84150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -84155.031250 Penalty: 673.844788
	Iteration 13Q: 3 clusters Score -84155.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -84159.468750 Penalty: 673.844788
	Iteration 14Q: 3 clusters Score -84159.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -84162.414062 Penalty: 673.844788
	Iteration 15Q: 3 clusters Score -84162.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -84163.906250 Penalty: 673.844788
	Iteration 16Q: 3 clusters Score -84163.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -84164.195312 Penalty: 673.844788
	Iteration 17Q: 3 clusters Score -84164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -84164.507812 Penalty: 673.844788
	Iteration 18F: 3 clusters Score -84164.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -84165.320312 Penalty: 673.844788
	Iteration 19Q: 3 clusters Score -84165.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -84165.320312 Penalty: 673.844788
	Iteration 20F: 3 clusters Score -84165.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -2304.197510 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -2304.198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2172.752686 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -2172.753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2192.538574 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -2192.539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2195.110840 Penalty: 364.667328
	Iteration 2Q: 3 clusters Score -2195.111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2196.697998 Penalty: 364.667328
	Iteration 3Q: 3 clusters Score -2196.698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2196.697998 Penalty: 364.667328
	Iteration 4F: 3 clusters Score -2196.698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -5739.242676 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -5739.243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5525.254883 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -5525.255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5624.280762 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -5624.281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5656.618652 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -5656.619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5679.856934 Penalty: 451.618896
	Iteration 3F: 3 clusters Score -5679.857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5691.735352 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -5691.735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5701.484863 Penalty: 451.618896
	Iteration 5Q: 3 clusters Score -5701.485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5701.484863 Penalty: 451.618896
	Iteration 6F: 3 clusters Score -5701.485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (152040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152040 members 
Entering Unmasked Estep 
Score: -8191500.000000 Penalty: 542.901428
	Iteration 0F: 2 clusters Score -8191500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76028 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -8088773.000000 Penalty: 1085.802856
	Iteration 0F: 3 clusters Score -8088773 nChanged 74912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 76856 members 
Entering Unmasked Estep 
Score: -8136095.000000 Penalty: 1085.802856
	Iteration 1F: 3 clusters Score -8136095 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74915 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -8139403.500000 Penalty: 1085.802856
	Iteration 2F: 3 clusters Score -8139404 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75139 members 
Mstep: Class 2 contains 76901 members 
Entering Unmasked Estep 
Score: -8143655.000000 Penalty: 1085.802856
	Iteration 3F: 3 clusters Score -8143655 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76041 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -8149598.000000 Penalty: 1085.802856
	Iteration 4F: 3 clusters Score -8149598 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77375 members 
Mstep: Class 2 contains 74665 members 
Entering Unmasked Estep 
Score: -8156688.000000 Penalty: 1085.802856
	Iteration 5F: 3 clusters Score -8156688 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -8162282.500000 Penalty: 1085.802856
	Iteration 6F: 3 clusters Score -8162282 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 71989 members 
Entering Unmasked Estep 
Score: -8165099.000000 Penalty: 1085.802856
	Iteration 7Q: 3 clusters Score -8165099 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -8166055.500000 Penalty: 1085.802856
	Iteration 8Q: 3 clusters Score -8166056 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 70093 members 
Entering Unmasked Estep 
Score: -8166626.500000 Penalty: 1085.802856
	Iteration 9Q: 3 clusters Score -8166626 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82801 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -8166968.000000 Penalty: 1085.802856
	Iteration 10Q: 3 clusters Score -8166968 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -8167318.000000 Penalty: 1085.802856
	Iteration 11Q: 3 clusters Score -8167318 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84568 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -8167695.000000 Penalty: 1085.802856
	Iteration 12Q: 3 clusters Score -8167695 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85460 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -8168083.000000 Penalty: 1085.802856
	Iteration 13Q: 3 clusters Score -8168083 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86403 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -8168412.500000 Penalty: 1085.802856
	Iteration 14Q: 3 clusters Score -8168412 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 64671 members 
Entering Unmasked Estep 
Score: -8168781.500000 Penalty: 1085.802856
	Iteration 15Q: 3 clusters Score -8168782 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -8169271.000000 Penalty: 1085.802856
	Iteration 16Q: 3 clusters Score -8169271 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89637 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -8169732.000000 Penalty: 1085.802856
	Iteration 17Q: 3 clusters Score -8169732 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -8170137.500000 Penalty: 1085.802856
	Iteration 18Q: 3 clusters Score -8170138 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91792 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -8170473.000000 Penalty: 1085.802856
	Iteration 19Q: 3 clusters Score -8170473 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92858 members 
Mstep: Class 2 contains 59182 members 
Entering Unmasked Estep 
Score: -8170911.000000 Penalty: 1085.802856
	Iteration 20F: 3 clusters Score -8170911 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -8171295.500000 Penalty: 1085.802856
	Iteration 21Q: 3 clusters Score -8171296 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -8171764.000000 Penalty: 1085.802856
	Iteration 22Q: 3 clusters Score -8171764 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96305 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -8172238.000000 Penalty: 1085.802856
	Iteration 23Q: 3 clusters Score -8172238 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97622 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -8172689.000000 Penalty: 1085.802856
	Iteration 24Q: 3 clusters Score -8172689 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -8173235.000000 Penalty: 1085.802856
	Iteration 25Q: 3 clusters Score -8173235 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -8173639.500000 Penalty: 1085.802856
	Iteration 26Q: 3 clusters Score -8173640 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101961 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -8174046.000000 Penalty: 1085.802856
	Iteration 27Q: 3 clusters Score -8174046 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103536 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -8174571.000000 Penalty: 1085.802856
	Iteration 28Q: 3 clusters Score -8174571 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105218 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -8175017.000000 Penalty: 1085.802856
	Iteration 29Q: 3 clusters Score -8175017 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106963 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -8175448.500000 Penalty: 1085.802856
	Iteration 30Q: 3 clusters Score -8175448 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108846 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -8175878.500000 Penalty: 1085.802856
	Iteration 31Q: 3 clusters Score -8175878 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110763 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -8176303.500000 Penalty: 1085.802856
	Iteration 32Q: 3 clusters Score -8176304 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112782 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -8176806.500000 Penalty: 1085.802856
	Iteration 33Q: 3 clusters Score -8176806 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114907 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -8177389.500000 Penalty: 1085.802856
	Iteration 34Q: 3 clusters Score -8177390 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117198 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -8178011.500000 Penalty: 1085.802856
	Iteration 35Q: 3 clusters Score -8178012 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119696 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -8178794.500000 Penalty: 1085.802856
	Iteration 36Q: 3 clusters Score -8178794 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122406 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -8179757.000000 Penalty: 1085.802856
	Iteration 37Q: 3 clusters Score -8179757 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125258 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -8180958.000000 Penalty: 1085.802856
	Iteration 38Q: 3 clusters Score -8180958 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128145 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -8182218.000000 Penalty: 1085.802856
	Iteration 39Q: 3 clusters Score -8182218 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130961 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -8183580.500000 Penalty: 1085.802856
	Iteration 40F: 3 clusters Score -8183580 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133663 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -8185052.500000 Penalty: 1085.802856
	Iteration 41Q: 3 clusters Score -8185052 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136024 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -8186302.000000 Penalty: 1085.802856
	Iteration 42Q: 3 clusters Score -8186302 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138046 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -8187302.500000 Penalty: 1085.802856
	Iteration 43Q: 3 clusters Score -8187302 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139767 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -8188093.000000 Penalty: 1085.802856
	Iteration 44Q: 3 clusters Score -8188093 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141221 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -8188721.000000 Penalty: 1085.802856
	Iteration 45Q: 3 clusters Score -8188721 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142458 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -8189254.500000 Penalty: 1085.802856
	Iteration 46Q: 3 clusters Score -8189254 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143495 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -8189693.500000 Penalty: 1085.802856
	Iteration 47Q: 3 clusters Score -8189694 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144342 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -8190018.000000 Penalty: 1085.802856
	Iteration 48Q: 3 clusters Score -8190018 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145047 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -8190238.000000 Penalty: 1085.802856
	Iteration 49Q: 3 clusters Score -8190238 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145641 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -8190391.500000 Penalty: 1085.802856
	Iteration 50Q: 3 clusters Score -8190392 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -8190543.000000 Penalty: 1085.802856
	Iteration 51Q: 3 clusters Score -8190543 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146570 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -8190626.000000 Penalty: 1085.802856
	Iteration 52Q: 3 clusters Score -8190626 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146980 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -8190721.500000 Penalty: 1085.802856
	Iteration 53Q: 3 clusters Score -8190722 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147355 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -8190813.500000 Penalty: 1085.802856
	Iteration 54Q: 3 clusters Score -8190814 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147689 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -8190890.500000 Penalty: 1085.802856
	Iteration 55Q: 3 clusters Score -8190890 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147975 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -8190953.000000 Penalty: 1085.802856
	Iteration 56Q: 3 clusters Score -8190953 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148231 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -8190985.500000 Penalty: 1085.802856
	Iteration 57Q: 3 clusters Score -8190986 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148461 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -8191049.000000 Penalty: 1085.802856
	Iteration 58Q: 3 clusters Score -8191049 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148643 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -8191088.000000 Penalty: 1085.802856
	Iteration 59Q: 3 clusters Score -8191088 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148814 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -8191124.000000 Penalty: 1085.802856
	Iteration 60F: 3 clusters Score -8191124 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148975 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -8191150.500000 Penalty: 1085.802856
	Iteration 61Q: 3 clusters Score -8191150 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149134 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -8191212.000000 Penalty: 1085.802856
	Iteration 62Q: 3 clusters Score -8191212 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149244 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -8191230.000000 Penalty: 1085.802856
	Iteration 63Q: 3 clusters Score -8191230 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149337 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -8191234.500000 Penalty: 1085.802856
	Iteration 64Q: 3 clusters Score -8191234 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149422 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8191225.000000 Penalty: 1085.802856
	Iteration 65Q: 3 clusters Score -8191225 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149504 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -8191247.500000 Penalty: 1085.802856
	Iteration 66Q: 3 clusters Score -8191248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149565 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -8191251.500000 Penalty: 1085.802856
	Iteration 67Q: 3 clusters Score -8191252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149622 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8191256.500000 Penalty: 1085.802856
	Iteration 68Q: 3 clusters Score -8191256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149666 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8191260.000000 Penalty: 1085.802856
	Iteration 69Q: 3 clusters Score -8191260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149690 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8191265.000000 Penalty: 1085.802856
	Iteration 70Q: 3 clusters Score -8191265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149713 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8191257.500000 Penalty: 1085.802856
	Iteration 71Q: 3 clusters Score -8191258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149735 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8191267.500000 Penalty: 1085.802856
	Iteration 72Q: 3 clusters Score -8191268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149756 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -8191271.500000 Penalty: 1085.802856
	Iteration 73Q: 3 clusters Score -8191272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149771 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8191268.000000 Penalty: 1085.802856
	Iteration 74Q: 3 clusters Score -8191268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149788 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8191265.500000 Penalty: 1085.802856
	Iteration 75Q: 3 clusters Score -8191266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149806 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -8191260.500000 Penalty: 1085.802856
	Iteration 76Q: 3 clusters Score -8191260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149822 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8191262.000000 Penalty: 1085.802856
	Iteration 77Q: 3 clusters Score -8191262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149827 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8191268.500000 Penalty: 1085.802856
	Iteration 78Q: 3 clusters Score -8191268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149835 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8191271.500000 Penalty: 1085.802856
	Iteration 79Q: 3 clusters Score -8191272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149844 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -8191275.000000 Penalty: 1085.802856
	Iteration 80F: 3 clusters Score -8191275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149852 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8191275.500000 Penalty: 1085.802856
	Iteration 81Q: 3 clusters Score -8191276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149858 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8191279.000000 Penalty: 1085.802856
	Iteration 82Q: 3 clusters Score -8191279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149862 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8191275.500000 Penalty: 1085.802856
	Iteration 83Q: 3 clusters Score -8191276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149867 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8191267.000000 Penalty: 1085.802856
	Iteration 84Q: 3 clusters Score -8191267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149877 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8191262.000000 Penalty: 1085.802856
	Iteration 85Q: 3 clusters Score -8191262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149881 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8191270.000000 Penalty: 1085.802856
	Iteration 86Q: 3 clusters Score -8191270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149883 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8191270.500000 Penalty: 1085.802856
	Iteration 87Q: 3 clusters Score -8191270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149887 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8191268.000000 Penalty: 1085.802856
	Iteration 88Q: 3 clusters Score -8191268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149889 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -8191273.000000 Penalty: 1085.802856
	Iteration 89Q: 3 clusters Score -8191273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149889 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -8191269.000000 Penalty: 1085.802856
	Iteration 90Q: 3 clusters Score -8191269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149890 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8191268.500000 Penalty: 1085.802856
	Iteration 91Q: 3 clusters Score -8191268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149894 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8191276.500000 Penalty: 1085.802856
	Iteration 92Q: 3 clusters Score -8191276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149895 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8191276.500000 Penalty: 1085.802856
	Iteration 93Q: 3 clusters Score -8191276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149897 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8191275.500000 Penalty: 1085.802856
	Iteration 94Q: 3 clusters Score -8191276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149898 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8191279.000000 Penalty: 1085.802856
	Iteration 95Q: 3 clusters Score -8191279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149898 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8191283.500000 Penalty: 1085.802856
	Iteration 96Q: 3 clusters Score -8191284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149897 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8191283.500000 Penalty: 1085.802856
	Iteration 97Q: 3 clusters Score -8191284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149900 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8191281.000000 Penalty: 1085.802856
	Iteration 98Q: 3 clusters Score -8191281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149901 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8191284.000000 Penalty: 1085.802856
	Iteration 99Q: 3 clusters Score -8191284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149901 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8191284.000000 Penalty: 1085.802856
	Iteration 100F: 3 clusters Score -8191284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -27536.882812 Penalty: 287.676697
	Iteration 0F: 2 clusters Score -27536.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27006.722656 Penalty: 575.353394
	Iteration 0F: 3 clusters Score -27006.72 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27129.056641 Penalty: 575.353394
	Iteration 1F: 3 clusters Score -27129.06 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -27186.767578 Penalty: 575.353394
	Iteration 2F: 3 clusters Score -27186.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27223.187500 Penalty: 575.353394
	Iteration 3F: 3 clusters Score -27223.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27246.458984 Penalty: 575.353394
	Iteration 4Q: 3 clusters Score -27246.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27258.992188 Penalty: 575.353394
	Iteration 5Q: 3 clusters Score -27258.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27265.238281 Penalty: 575.353394
	Iteration 6Q: 3 clusters Score -27265.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27269.054688 Penalty: 575.353394
	Iteration 7Q: 3 clusters Score -27269.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27271.732422 Penalty: 575.353394
	Iteration 8Q: 3 clusters Score -27271.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27274.259766 Penalty: 575.353394
	Iteration 9Q: 3 clusters Score -27274.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27276.656250 Penalty: 575.353394
	Iteration 10Q: 3 clusters Score -27276.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27280.865234 Penalty: 575.353394
	Iteration 11Q: 3 clusters Score -27280.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27285.349609 Penalty: 575.353394
	Iteration 12Q: 3 clusters Score -27285.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27287.355469 Penalty: 575.353394
	Iteration 13Q: 3 clusters Score -27287.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27288.373047 Penalty: 575.353394
	Iteration 14Q: 3 clusters Score -27288.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27288.373047 Penalty: 575.353394
	Iteration 15F: 3 clusters Score -27288.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -34502.507812 Penalty: 300.725403
	Iteration 0F: 2 clusters Score -34502.51 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 378 members 
Entering Unmasked Estep 
Score: -33854.363281 Penalty: 601.450806
	Iteration 0F: 3 clusters Score -33854.36 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -34029.347656 Penalty: 601.450806
	Iteration 1F: 3 clusters Score -34029.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -34071.246094 Penalty: 601.450806
	Iteration 2F: 3 clusters Score -34071.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -34093.804688 Penalty: 601.450806
	Iteration 3Q: 3 clusters Score -34093.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -34107.351562 Penalty: 601.450806
	Iteration 4Q: 3 clusters Score -34107.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -34123.625000 Penalty: 601.450806
	Iteration 5Q: 3 clusters Score -34123.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -34144.031250 Penalty: 601.450806
	Iteration 6Q: 3 clusters Score -34144.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -34154.261719 Penalty: 601.450806
	Iteration 7Q: 3 clusters Score -34154.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -34164.500000 Penalty: 601.450806
	Iteration 8Q: 3 clusters Score -34164.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -34170.832031 Penalty: 601.450806
	Iteration 9Q: 3 clusters Score -34170.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -34177.109375 Penalty: 601.450806
	Iteration 10Q: 3 clusters Score -34177.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -34181.320312 Penalty: 601.450806
	Iteration 11Q: 3 clusters Score -34181.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -34185.425781 Penalty: 601.450806
	Iteration 12Q: 3 clusters Score -34185.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -34190.242188 Penalty: 601.450806
	Iteration 13Q: 3 clusters Score -34190.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -34194.699219 Penalty: 601.450806
	Iteration 14Q: 3 clusters Score -34194.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -34199.789062 Penalty: 601.450806
	Iteration 15Q: 3 clusters Score -34199.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -34205.261719 Penalty: 601.450806
	Iteration 16Q: 3 clusters Score -34205.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -34210.253906 Penalty: 601.450806
	Iteration 17Q: 3 clusters Score -34210.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -34216.527344 Penalty: 601.450806
	Iteration 18Q: 3 clusters Score -34216.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -34222.964844 Penalty: 601.450806
	Iteration 19Q: 3 clusters Score -34222.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -34228.589844 Penalty: 601.450806
	Iteration 20F: 3 clusters Score -34228.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -34235.128906 Penalty: 601.450806
	Iteration 21Q: 3 clusters Score -34235.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -34242.304688 Penalty: 601.450806
	Iteration 22Q: 3 clusters Score -34242.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -34248.382812 Penalty: 601.450806
	Iteration 23Q: 3 clusters Score -34248.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -34252.074219 Penalty: 601.450806
	Iteration 24Q: 3 clusters Score -34252.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -34252.945312 Penalty: 601.450806
	Iteration 25Q: 3 clusters Score -34252.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -34254.308594 Penalty: 601.450806
	Iteration 26Q: 3 clusters Score -34254.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -34254.308594 Penalty: 601.450806
	Iteration 27F: 3 clusters Score -34254.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -23181.744141 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -23181.74 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 246 members 
Entering Unmasked Estep 
Score: -22703.343750 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -22703.34 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22817.781250 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -22817.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -22837.650391 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -22837.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22862.824219 Penalty: 563.132019
	Iteration 3Q: 3 clusters Score -22862.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22888.207031 Penalty: 563.132019
	Iteration 4Q: 3 clusters Score -22888.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -22911.193359 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -22911.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -22936.501953 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -22936.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -22957.232422 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -22957.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -22971.552734 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -22971.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22984.705078 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -22984.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -22992.033203 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -22992.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -23002.054688 Penalty: 563.132019
	Iteration 11Q: 3 clusters Score -23002.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -23008.310547 Penalty: 563.132019
	Iteration 12Q: 3 clusters Score -23008.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23014.791016 Penalty: 563.132019
	Iteration 13Q: 3 clusters Score -23014.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23024.085938 Penalty: 563.132019
	Iteration 14Q: 3 clusters Score -23024.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23029.285156 Penalty: 563.132019
	Iteration 15Q: 3 clusters Score -23029.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23031.390625 Penalty: 563.132019
	Iteration 16Q: 3 clusters Score -23031.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23032.660156 Penalty: 563.132019
	Iteration 17Q: 3 clusters Score -23032.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23033.517578 Penalty: 563.132019
	Iteration 18Q: 3 clusters Score -23033.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23038.691406 Penalty: 563.132019
	Iteration 19Q: 3 clusters Score -23038.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -23043.060547 Penalty: 563.132019
	Iteration 20F: 3 clusters Score -23043.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23044.751953 Penalty: 563.132019
	Iteration 21Q: 3 clusters Score -23044.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23050.109375 Penalty: 563.132019
	Iteration 22Q: 3 clusters Score -23050.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -23051.771484 Penalty: 563.132019
	Iteration 23Q: 3 clusters Score -23051.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -23053.785156 Penalty: 563.132019
	Iteration 24Q: 3 clusters Score -23053.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -23056.140625 Penalty: 563.132019
	Iteration 25Q: 3 clusters Score -23056.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23060.636719 Penalty: 563.132019
	Iteration 26Q: 3 clusters Score -23060.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23064.158203 Penalty: 563.132019
	Iteration 27Q: 3 clusters Score -23064.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23067.339844 Penalty: 563.132019
	Iteration 28Q: 3 clusters Score -23067.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23070.275391 Penalty: 563.132019
	Iteration 29Q: 3 clusters Score -23070.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23070.275391 Penalty: 563.132019
	Iteration 30F: 3 clusters Score -23070.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -13910.251953 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -13910.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13571.899414 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -13571.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13698.740234 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -13698.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13727.585938 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -13727.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13741.923828 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -13741.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13748.516602 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -13748.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13755.104492 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -13755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13757.031250 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -13757.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13758.458984 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -13758.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13758.458984 Penalty: 525.201111
	Iteration 8F: 3 clusters Score -13758.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -13303.219727 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -13303.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12944.849609 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -12944.85 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13031.373047 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -13031.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13052.177734 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -13052.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13059.854492 Penalty: 519.347046
	Iteration 3Q: 3 clusters Score -13059.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13068.854492 Penalty: 519.347046
	Iteration 4Q: 3 clusters Score -13068.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13080.175781 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -13080.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13086.392578 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -13086.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13093.239258 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -13093.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13097.001953 Penalty: 519.347046
	Iteration 8Q: 3 clusters Score -13097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13101.835938 Penalty: 519.347046
	Iteration 9Q: 3 clusters Score -13101.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13103.130859 Penalty: 519.347046
	Iteration 10Q: 3 clusters Score -13103.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13105.305664 Penalty: 519.347046
	Iteration 11Q: 3 clusters Score -13105.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13106.112305 Penalty: 519.347046
	Iteration 12Q: 3 clusters Score -13106.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13106.112305 Penalty: 519.347046
	Iteration 13F: 3 clusters Score -13106.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Entering Unmasked Estep 
Score: -348692.468750 Penalty: 403.236542
	Iteration 0F: 2 clusters Score -348692.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -343936.937500 Penalty: 806.473083
	Iteration 0F: 3 clusters Score -343936.9 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -345807.843750 Penalty: 806.473083
	Iteration 1F: 3 clusters Score -345807.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -346009.656250 Penalty: 806.473083
	Iteration 2F: 3 clusters Score -346009.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -346292.500000 Penalty: 806.473083
	Iteration 3F: 3 clusters Score -346292.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -346662.500000 Penalty: 806.473083
	Iteration 4F: 3 clusters Score -346662.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -347098.406250 Penalty: 806.473083
	Iteration 5F: 3 clusters Score -347098.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -347406.406250 Penalty: 806.473083
	Iteration 6F: 3 clusters Score -347406.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -347609.687500 Penalty: 806.473083
	Iteration 7Q: 3 clusters Score -347609.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -347747.375000 Penalty: 806.473083
	Iteration 8Q: 3 clusters Score -347747.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -347863.031250 Penalty: 806.473083
	Iteration 9Q: 3 clusters Score -347863 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -347939.406250 Penalty: 806.473083
	Iteration 10Q: 3 clusters Score -347939.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -348000.500000 Penalty: 806.473083
	Iteration 11Q: 3 clusters Score -348000.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -348060.625000 Penalty: 806.473083
	Iteration 12Q: 3 clusters Score -348060.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -348118.500000 Penalty: 806.473083
	Iteration 13Q: 3 clusters Score -348118.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -348157.312500 Penalty: 806.473083
	Iteration 14Q: 3 clusters Score -348157.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -348186.343750 Penalty: 806.473083
	Iteration 15Q: 3 clusters Score -348186.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -348217.906250 Penalty: 806.473083
	Iteration 16Q: 3 clusters Score -348217.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -348252.781250 Penalty: 806.473083
	Iteration 17Q: 3 clusters Score -348252.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -348278.250000 Penalty: 806.473083
	Iteration 18Q: 3 clusters Score -348278.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -348296.062500 Penalty: 806.473083
	Iteration 19Q: 3 clusters Score -348296.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -348311.281250 Penalty: 806.473083
	Iteration 20F: 3 clusters Score -348311.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -348319.718750 Penalty: 806.473083
	Iteration 21Q: 3 clusters Score -348319.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -348327.906250 Penalty: 806.473083
	Iteration 22Q: 3 clusters Score -348327.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -348335.500000 Penalty: 806.473083
	Iteration 23Q: 3 clusters Score -348335.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -348342.531250 Penalty: 806.473083
	Iteration 24Q: 3 clusters Score -348342.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -348347.562500 Penalty: 806.473083
	Iteration 25Q: 3 clusters Score -348347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -348348.187500 Penalty: 806.473083
	Iteration 26Q: 3 clusters Score -348348.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -348351.125000 Penalty: 806.473083
	Iteration 27Q: 3 clusters Score -348351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -348353.343750 Penalty: 806.473083
	Iteration 28Q: 3 clusters Score -348353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -348355.062500 Penalty: 806.473083
	Iteration 29Q: 3 clusters Score -348355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -348355.937500 Penalty: 806.473083
	Iteration 30Q: 3 clusters Score -348355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -348356.343750 Penalty: 806.473083
	Iteration 31Q: 3 clusters Score -348356.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -348356.343750 Penalty: 806.473083
	Iteration 32F: 3 clusters Score -348356.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6167.205078 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6167.205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5930.513672 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -5930.514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5974.584961 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -5974.585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5988.201660 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -5988.202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5997.614746 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -5997.615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6007.655273 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6007.655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6013.291992 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6013.292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6013.291992 Penalty: 442.945648
	Iteration 6F: 3 clusters Score -6013.292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -10890.218750 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -10890.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10581.293945 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -10581.29 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10673.667969 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -10673.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10701.594727 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -10701.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10717.684570 Penalty: 500.614502
	Iteration 3F: 3 clusters Score -10717.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10725.886719 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -10725.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10727.512695 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -10727.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10727.512695 Penalty: 500.614502
	Iteration 6F: 3 clusters Score -10727.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Entering Unmasked Estep 
Score: -606130.000000 Penalty: 422.773987
	Iteration 0F: 2 clusters Score -606130 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 5437 members 
Entering Unmasked Estep 
Score: -598903.125000 Penalty: 845.547974
	Iteration 0F: 3 clusters Score -598903.1 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -601843.125000 Penalty: 845.547974
	Iteration 1F: 3 clusters Score -601843.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -602061.750000 Penalty: 845.547974
	Iteration 2Q: 3 clusters Score -602061.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -602367.437500 Penalty: 845.547974
	Iteration 3Q: 3 clusters Score -602367.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -602862.187500 Penalty: 845.547974
	Iteration 4F: 3 clusters Score -602862.2 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -603458.000000 Penalty: 845.547974
	Iteration 5F: 3 clusters Score -603458 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -603926.250000 Penalty: 845.547974
	Iteration 6F: 3 clusters Score -603926.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -604202.437500 Penalty: 845.547974
	Iteration 7Q: 3 clusters Score -604202.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -604355.437500 Penalty: 845.547974
	Iteration 8Q: 3 clusters Score -604355.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -604433.125000 Penalty: 845.547974
	Iteration 9Q: 3 clusters Score -604433.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -604481.062500 Penalty: 845.547974
	Iteration 10Q: 3 clusters Score -604481.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -604521.187500 Penalty: 845.547974
	Iteration 11Q: 3 clusters Score -604521.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -604551.250000 Penalty: 845.547974
	Iteration 12Q: 3 clusters Score -604551.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -604577.937500 Penalty: 845.547974
	Iteration 13Q: 3 clusters Score -604577.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -604609.750000 Penalty: 845.547974
	Iteration 14Q: 3 clusters Score -604609.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -604636.875000 Penalty: 845.547974
	Iteration 15Q: 3 clusters Score -604636.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -604669.937500 Penalty: 845.547974
	Iteration 16Q: 3 clusters Score -604669.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -604707.312500 Penalty: 845.547974
	Iteration 17Q: 3 clusters Score -604707.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -604748.250000 Penalty: 845.547974
	Iteration 18Q: 3 clusters Score -604748.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -604780.812500 Penalty: 845.547974
	Iteration 19Q: 3 clusters Score -604780.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -604808.250000 Penalty: 845.547974
	Iteration 20F: 3 clusters Score -604808.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -604830.500000 Penalty: 845.547974
	Iteration 21Q: 3 clusters Score -604830.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -604849.375000 Penalty: 845.547974
	Iteration 22Q: 3 clusters Score -604849.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -604864.312500 Penalty: 845.547974
	Iteration 23Q: 3 clusters Score -604864.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -604882.687500 Penalty: 845.547974
	Iteration 24Q: 3 clusters Score -604882.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -604902.000000 Penalty: 845.547974
	Iteration 25Q: 3 clusters Score -604902 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -604923.875000 Penalty: 845.547974
	Iteration 26Q: 3 clusters Score -604923.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -604952.375000 Penalty: 845.547974
	Iteration 27Q: 3 clusters Score -604952.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -604985.000000 Penalty: 845.547974
	Iteration 28Q: 3 clusters Score -604985 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -605014.875000 Penalty: 845.547974
	Iteration 29Q: 3 clusters Score -605014.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -605049.500000 Penalty: 845.547974
	Iteration 30Q: 3 clusters Score -605049.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -605082.812500 Penalty: 845.547974
	Iteration 31Q: 3 clusters Score -605082.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -605118.875000 Penalty: 845.547974
	Iteration 32Q: 3 clusters Score -605118.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -605158.687500 Penalty: 845.547974
	Iteration 33Q: 3 clusters Score -605158.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -605206.312500 Penalty: 845.547974
	Iteration 34Q: 3 clusters Score -605206.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -605258.125000 Penalty: 845.547974
	Iteration 35Q: 3 clusters Score -605258.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -605310.687500 Penalty: 845.547974
	Iteration 36Q: 3 clusters Score -605310.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -605370.562500 Penalty: 845.547974
	Iteration 37Q: 3 clusters Score -605370.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -605425.312500 Penalty: 845.547974
	Iteration 38Q: 3 clusters Score -605425.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -605467.062500 Penalty: 845.547974
	Iteration 39Q: 3 clusters Score -605467.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -605503.875000 Penalty: 845.547974
	Iteration 40F: 3 clusters Score -605503.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -605541.375000 Penalty: 845.547974
	Iteration 41Q: 3 clusters Score -605541.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -605589.000000 Penalty: 845.547974
	Iteration 42Q: 3 clusters Score -605589 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -605635.875000 Penalty: 845.547974
	Iteration 43Q: 3 clusters Score -605635.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -605670.500000 Penalty: 845.547974
	Iteration 44Q: 3 clusters Score -605670.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -605696.812500 Penalty: 845.547974
	Iteration 45Q: 3 clusters Score -605696.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -605713.625000 Penalty: 845.547974
	Iteration 46Q: 3 clusters Score -605713.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -605732.250000 Penalty: 845.547974
	Iteration 47Q: 3 clusters Score -605732.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -605742.125000 Penalty: 845.547974
	Iteration 48Q: 3 clusters Score -605742.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -605746.250000 Penalty: 845.547974
	Iteration 49Q: 3 clusters Score -605746.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -605750.125000 Penalty: 845.547974
	Iteration 50Q: 3 clusters Score -605750.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -605752.812500 Penalty: 845.547974
	Iteration 51Q: 3 clusters Score -605752.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -605756.312500 Penalty: 845.547974
	Iteration 52Q: 3 clusters Score -605756.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -605759.875000 Penalty: 845.547974
	Iteration 53Q: 3 clusters Score -605759.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -605761.437500 Penalty: 845.547974
	Iteration 54Q: 3 clusters Score -605761.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -605762.687500 Penalty: 845.547974
	Iteration 55Q: 3 clusters Score -605762.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -605765.375000 Penalty: 845.547974
	Iteration 56Q: 3 clusters Score -605765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -605766.500000 Penalty: 845.547974
	Iteration 57Q: 3 clusters Score -605766.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -605768.062500 Penalty: 845.547974
	Iteration 58Q: 3 clusters Score -605768.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -605771.000000 Penalty: 845.547974
	Iteration 59Q: 3 clusters Score -605771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -605772.187500 Penalty: 845.547974
	Iteration 60F: 3 clusters Score -605772.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -605773.812500 Penalty: 845.547974
	Iteration 61Q: 3 clusters Score -605773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -605774.000000 Penalty: 845.547974
	Iteration 62Q: 3 clusters Score -605774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -605774.375000 Penalty: 845.547974
	Iteration 63Q: 3 clusters Score -605774.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -605774.937500 Penalty: 845.547974
	Iteration 64Q: 3 clusters Score -605774.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -605774.937500 Penalty: 845.547974
	Iteration 65F: 3 clusters Score -605774.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -15154.782227 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -15154.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14776.952148 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -14776.95 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14868.386719 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -14868.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14905.233398 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -14905.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14921.790039 Penalty: 531.762573
	Iteration 3F: 3 clusters Score -14921.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14929.312500 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -14929.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14935.194336 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -14935.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14935.747070 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -14935.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14935.747070 Penalty: 531.762573
	Iteration 7F: 3 clusters Score -14935.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -158085.859375 Penalty: 361.587189
	Iteration 0F: 2 clusters Score -158085.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -156072.515625 Penalty: 723.174377
	Iteration 0F: 3 clusters Score -156072.5 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -156739.609375 Penalty: 723.174377
	Iteration 1F: 3 clusters Score -156739.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -156804.546875 Penalty: 723.174377
	Iteration 2F: 3 clusters Score -156804.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -156844.109375 Penalty: 723.174377
	Iteration 3Q: 3 clusters Score -156844.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -156886.265625 Penalty: 723.174377
	Iteration 4Q: 3 clusters Score -156886.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -156934.890625 Penalty: 723.174377
	Iteration 5Q: 3 clusters Score -156934.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -156994.890625 Penalty: 723.174377
	Iteration 6Q: 3 clusters Score -156994.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -157102.796875 Penalty: 723.174377
	Iteration 7Q: 3 clusters Score -157102.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -157228.484375 Penalty: 723.174377
	Iteration 8F: 3 clusters Score -157228.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -157342.218750 Penalty: 723.174377
	Iteration 9F: 3 clusters Score -157342.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -157422.375000 Penalty: 723.174377
	Iteration 10Q: 3 clusters Score -157422.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -157457.859375 Penalty: 723.174377
	Iteration 11Q: 3 clusters Score -157457.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -157480.500000 Penalty: 723.174377
	Iteration 12Q: 3 clusters Score -157480.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -157499.062500 Penalty: 723.174377
	Iteration 13Q: 3 clusters Score -157499.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -157516.656250 Penalty: 723.174377
	Iteration 14Q: 3 clusters Score -157516.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -157534.625000 Penalty: 723.174377
	Iteration 15Q: 3 clusters Score -157534.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -157550.015625 Penalty: 723.174377
	Iteration 16Q: 3 clusters Score -157550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -157563.750000 Penalty: 723.174377
	Iteration 17Q: 3 clusters Score -157563.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -157574.453125 Penalty: 723.174377
	Iteration 18Q: 3 clusters Score -157574.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -157587.375000 Penalty: 723.174377
	Iteration 19Q: 3 clusters Score -157587.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -157598.171875 Penalty: 723.174377
	Iteration 20F: 3 clusters Score -157598.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -157607.109375 Penalty: 723.174377
	Iteration 21Q: 3 clusters Score -157607.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -157612.000000 Penalty: 723.174377
	Iteration 22Q: 3 clusters Score -157612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -157618.359375 Penalty: 723.174377
	Iteration 23Q: 3 clusters Score -157618.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -157623.203125 Penalty: 723.174377
	Iteration 24Q: 3 clusters Score -157623.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -157626.609375 Penalty: 723.174377
	Iteration 25Q: 3 clusters Score -157626.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -157628.890625 Penalty: 723.174377
	Iteration 26Q: 3 clusters Score -157628.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -157633.171875 Penalty: 723.174377
	Iteration 27Q: 3 clusters Score -157633.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -157642.484375 Penalty: 723.174377
	Iteration 28Q: 3 clusters Score -157642.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -157655.421875 Penalty: 723.174377
	Iteration 29Q: 3 clusters Score -157655.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -157666.578125 Penalty: 723.174377
	Iteration 30Q: 3 clusters Score -157666.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -157676.625000 Penalty: 723.174377
	Iteration 31Q: 3 clusters Score -157676.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -157683.843750 Penalty: 723.174377
	Iteration 32Q: 3 clusters Score -157683.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -157693.515625 Penalty: 723.174377
	Iteration 33Q: 3 clusters Score -157693.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -157709.968750 Penalty: 723.174377
	Iteration 34Q: 3 clusters Score -157710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -157723.140625 Penalty: 723.174377
	Iteration 35Q: 3 clusters Score -157723.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -157732.109375 Penalty: 723.174377
	Iteration 36Q: 3 clusters Score -157732.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -157736.421875 Penalty: 723.174377
	Iteration 37Q: 3 clusters Score -157736.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -157741.453125 Penalty: 723.174377
	Iteration 38Q: 3 clusters Score -157741.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -157744.968750 Penalty: 723.174377
	Iteration 39Q: 3 clusters Score -157745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -157748.859375 Penalty: 723.174377
	Iteration 40F: 3 clusters Score -157748.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -157751.171875 Penalty: 723.174377
	Iteration 41Q: 3 clusters Score -157751.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -157752.453125 Penalty: 723.174377
	Iteration 42Q: 3 clusters Score -157752.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -157753.687500 Penalty: 723.174377
	Iteration 43Q: 3 clusters Score -157753.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -157754.812500 Penalty: 723.174377
	Iteration 44Q: 3 clusters Score -157754.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -157756.109375 Penalty: 723.174377
	Iteration 45Q: 3 clusters Score -157756.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -157757.031250 Penalty: 723.174377
	Iteration 46Q: 3 clusters Score -157757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -157757.031250 Penalty: 723.174377
	Iteration 47F: 3 clusters Score -157757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3614.641846 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3614.642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3449.976074 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3449.976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3466.934814 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3466.935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3471.155762 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3471.156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3471.155762 Penalty: 389.176636
	Iteration 3F: 3 clusters Score -3471.156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9595.695312 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9595.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9290.676758 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9290.677 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9380.581055 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9380.581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9425.512695 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -9425.513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9433.372070 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -9433.372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9438.998047 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -9438.998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9444.448242 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -9444.448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9448.037109 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -9448.037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9452.333008 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -9452.333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9455.303711 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -9455.304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9485.694336 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -9485.694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9498.992188 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -9498.992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9511.118164 Penalty: 496.822296
	Iteration 11Q: 3 clusters Score -9511.118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9512.997070 Penalty: 496.822296
	Iteration 12Q: 3 clusters Score -9512.997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9513.675781 Penalty: 496.822296
	Iteration 13Q: 3 clusters Score -9513.676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9513.675781 Penalty: 496.822296
	Iteration 14F: 3 clusters Score -9513.676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -6257.069824 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -6257.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6014.288574 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -6014.289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6062.792969 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -6062.793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6080.707520 Penalty: 456.572449
	Iteration 2Q: 3 clusters Score -6080.708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6093.786133 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -6093.786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6108.292480 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -6108.292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6110.918457 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -6110.918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6112.906738 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -6112.907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6116.995605 Penalty: 456.572449
	Iteration 7Q: 3 clusters Score -6116.996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6124.821289 Penalty: 456.572449
	Iteration 8Q: 3 clusters Score -6124.821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6130.100098 Penalty: 456.572449
	Iteration 9Q: 3 clusters Score -6130.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6135.753418 Penalty: 456.572449
	Iteration 10Q: 3 clusters Score -6135.753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6135.753418 Penalty: 456.572449
	Iteration 11F: 3 clusters Score -6135.753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -12975.207031 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -12975.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12663.391602 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -12663.39 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12807.328125 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -12807.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12842.208984 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -12842.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12855.528320 Penalty: 515.959167
	Iteration 3Q: 3 clusters Score -12855.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12865.530273 Penalty: 515.959167
	Iteration 4Q: 3 clusters Score -12865.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12873.069336 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -12873.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12881.284180 Penalty: 515.959167
	Iteration 6Q: 3 clusters Score -12881.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12886.721680 Penalty: 515.959167
	Iteration 7Q: 3 clusters Score -12886.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12889.313477 Penalty: 515.959167
	Iteration 8Q: 3 clusters Score -12889.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12889.683594 Penalty: 515.959167
	Iteration 9Q: 3 clusters Score -12889.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12889.683594 Penalty: 515.959167
	Iteration 10F: 3 clusters Score -12889.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -7115.909180 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -7115.909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6855.346680 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -6855.347 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6916.048828 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -6916.049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6954.037109 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -6954.037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6971.485352 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -6971.485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6983.612305 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -6983.612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6988.136719 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -6988.137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6989.484375 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -6989.484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6989.484375 Penalty: 470.514038
	Iteration 7F: 3 clusters Score -6989.484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -5998.882812 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -5998.883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5788.432129 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -5788.432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5846.673340 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -5846.673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5851.138672 Penalty: 456.572449
	Iteration 2Q: 3 clusters Score -5851.139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5858.171875 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -5858.172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5872.501953 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -5872.502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5881.229980 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -5881.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5883.726562 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -5883.727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5883.726562 Penalty: 456.572449
	Iteration 7F: 3 clusters Score -5883.727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279525 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3497 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7212 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46725 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152040 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7061 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10848 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2827 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469854.000000 Penalty: 24005.757812
Iteration 239Q: 41 clusters Score -2.746985e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279534 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3495 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7222 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46722 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 152016 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7063 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10858 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469824.000000 Penalty: 24005.757812
Iteration 240F: 41 clusters Score -2.746982e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279546 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3490 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 7237 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46722 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151987 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7065 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10866 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2825 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469850.000000 Penalty: 24005.757812
Iteration 241Q: 41 clusters Score -2.746985e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279565 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3487 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 7245 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46721 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151954 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7066 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10875 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2825 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469814.000000 Penalty: 24005.757812
Iteration 242Q: 41 clusters Score -2.746981e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279592 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3485 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 7249 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46720 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151916 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10883 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2825 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469808.000000 Penalty: 24005.757812
Iteration 243Q: 41 clusters Score -2.746981e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279609 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3483 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 7254 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46720 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151892 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10888 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469804.000000 Penalty: 24005.757812
Iteration 244Q: 41 clusters Score -2.74698e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279621 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3480 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 7259 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46720 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151871 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10894 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469794.000000 Penalty: 24005.757812
Iteration 245Q: 41 clusters Score -2.746979e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279631 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7262 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46720 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151850 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10899 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469814.000000 Penalty: 24005.757812
Iteration 246Q: 41 clusters Score -2.746981e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279643 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3483 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7268 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46721 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151826 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10903 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469820.000000 Penalty: 24005.757812
Iteration 247Q: 41 clusters Score -2.746982e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279661 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3484 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7268 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46723 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151804 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10905 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469808.000000 Penalty: 24005.757812
Iteration 248Q: 41 clusters Score -2.746981e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279670 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3483 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2166 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7270 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46726 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151785 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10909 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469834.000000 Penalty: 24005.757812
Iteration 249Q: 41 clusters Score -2.746983e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279677 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3483 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7266 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46728 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151778 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10913 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469850.000000 Penalty: 24005.757812
Iteration 250Q: 41 clusters Score -2.746985e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279692 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2161 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7262 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46731 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151768 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10913 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469852.000000 Penalty: 24005.757812
Iteration 251Q: 41 clusters Score -2.746985e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279702 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7262 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46736 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151756 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10913 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469852.000000 Penalty: 24005.757812
Iteration 252Q: 41 clusters Score -2.746985e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279716 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7261 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46738 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151742 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10913 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469858.000000 Penalty: 24005.757812
Iteration 253Q: 41 clusters Score -2.746986e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279737 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7255 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46739 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151728 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10913 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469856.000000 Penalty: 24005.757812
Iteration 254Q: 41 clusters Score -2.746986e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279762 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7264 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46741 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151693 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10913 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2823 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469824.000000 Penalty: 24005.757812
Iteration 255Q: 41 clusters Score -2.746982e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279783 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7272 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46742 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151663 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10914 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2823 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469822.000000 Penalty: 24005.757812
Iteration 256Q: 41 clusters Score -2.746982e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279817 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1533 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46737 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151626 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10914 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469822.000000 Penalty: 24005.757812
Iteration 257Q: 41 clusters Score -2.746982e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279864 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7275 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1533 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46730 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151590 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10915 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469834.000000 Penalty: 24005.757812
Iteration 258Q: 41 clusters Score -2.746983e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279894 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7272 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1533 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46726 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151565 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10916 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469798.000000 Penalty: 24005.757812
Iteration 259Q: 41 clusters Score -2.74698e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279929 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7276 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1531 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46724 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151529 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10916 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469818.000000 Penalty: 24005.757812
Iteration 260F: 41 clusters Score -2.746982e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279949 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7283 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1529 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46724 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151501 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7070 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10918 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469802.000000 Penalty: 24005.757812
Iteration 261Q: 41 clusters Score -2.74698e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279965 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7294 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1524 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46727 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151470 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7072 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2825 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469776.000000 Penalty: 24005.757812
Iteration 262Q: 41 clusters Score -2.746978e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279969 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 3483 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7314 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1520 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46730 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151430 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7075 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10932 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469762.000000 Penalty: 24005.757812
Iteration 263Q: 41 clusters Score -2.746976e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 279977 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 3483 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7331 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1514 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46731 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151393 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7080 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10944 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469744.000000 Penalty: 24005.757812
Iteration 264Q: 41 clusters Score -2.746974e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280001 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 3483 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7336 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46730 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151354 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7084 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10955 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469724.000000 Penalty: 24005.757812
Iteration 265Q: 41 clusters Score -2.746972e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280015 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7358 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46734 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151305 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7089 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469744.000000 Penalty: 24005.757812
Iteration 266Q: 41 clusters Score -2.746974e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280033 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7381 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46737 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151254 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7094 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10969 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469722.000000 Penalty: 24005.757812
Iteration 267Q: 41 clusters Score -2.746972e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280058 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3481 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7403 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46741 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151206 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7093 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469748.000000 Penalty: 24005.757812
Iteration 268Q: 41 clusters Score -2.746975e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280083 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3479 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7428 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46745 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151154 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7093 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469768.000000 Penalty: 24005.757812
Iteration 269Q: 41 clusters Score -2.746977e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280110 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3479 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7451 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46746 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151106 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7092 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10978 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469762.000000 Penalty: 24005.757812
Iteration 270Q: 41 clusters Score -2.746976e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280131 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3478 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7477 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46748 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151058 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7093 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10983 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469736.000000 Penalty: 24005.757812
Iteration 271Q: 41 clusters Score -2.746974e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280139 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3477 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7507 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46750 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 151011 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7094 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10993 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2825 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469730.000000 Penalty: 24005.757812
Iteration 272Q: 41 clusters Score -2.746973e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280186 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3478 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 7524 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46749 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150941 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11001 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469702.000000 Penalty: 24005.757812
Iteration 273Q: 41 clusters Score -2.74697e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280223 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3478 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7541 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46752 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150878 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11008 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469664.000000 Penalty: 24005.757812
Iteration 274Q: 41 clusters Score -2.746966e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280251 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3478 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7561 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46757 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150820 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11013 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469702.000000 Penalty: 24005.757812
Iteration 275Q: 41 clusters Score -2.74697e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280283 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3477 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7583 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46759 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150757 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11020 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469702.000000 Penalty: 24005.757812
Iteration 276Q: 41 clusters Score -2.74697e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280310 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3477 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7603 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46761 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150702 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11026 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2825 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469722.000000 Penalty: 24005.757812
Iteration 277Q: 41 clusters Score -2.746972e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280345 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3476 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 7619 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46760 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150650 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11031 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2825 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469748.000000 Penalty: 24005.757812
Iteration 278Q: 41 clusters Score -2.746975e+07 nChanged 95
Entering ConstructFrom: 
Score: -27469748.000000 Penalty: 24005.757812
Entering ConstructFrom: 
Trying to split cluster 1 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13149.570312 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13149.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12793.145508 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12793.15 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12879.526367 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12879.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12920.681641 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12920.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12939.353516 Penalty: 510.461945
	Iteration 3F: 3 clusters Score -12939.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12950.151367 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -12950.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12955.803711 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -12955.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12967.400391 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -12967.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12977.628906 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -12977.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12981.072266 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -12981.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12981.959961 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -12981.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12981.959961 Penalty: 510.461945
	Iteration 10F: 3 clusters Score -12981.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Entering Unmasked Estep 
Score: -206704.796875 Penalty: 378.369415
	Iteration 0F: 2 clusters Score -206704.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -203919.718750 Penalty: 756.738831
	Iteration 0F: 3 clusters Score -203919.7 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -204922.125000 Penalty: 756.738831
	Iteration 1F: 3 clusters Score -204922.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -205029.062500 Penalty: 756.738831
	Iteration 2F: 3 clusters Score -205029.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -205106.734375 Penalty: 756.738831
	Iteration 3F: 3 clusters Score -205106.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -205188.015625 Penalty: 756.738831
	Iteration 4Q: 3 clusters Score -205188 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -205256.312500 Penalty: 756.738831
	Iteration 5Q: 3 clusters Score -205256.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -205340.156250 Penalty: 756.738831
	Iteration 6Q: 3 clusters Score -205340.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -205430.171875 Penalty: 756.738831
	Iteration 7Q: 3 clusters Score -205430.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -205518.859375 Penalty: 756.738831
	Iteration 8Q: 3 clusters Score -205518.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -205624.828125 Penalty: 756.738831
	Iteration 9Q: 3 clusters Score -205624.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -205752.687500 Penalty: 756.738831
	Iteration 10Q: 3 clusters Score -205752.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -205896.187500 Penalty: 756.738831
	Iteration 11F: 3 clusters Score -205896.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -206017.890625 Penalty: 756.738831
	Iteration 12Q: 3 clusters Score -206017.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -206119.875000 Penalty: 756.738831
	Iteration 13Q: 3 clusters Score -206119.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -206210.937500 Penalty: 756.738831
	Iteration 14Q: 3 clusters Score -206210.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -206270.531250 Penalty: 756.738831
	Iteration 15Q: 3 clusters Score -206270.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -206322.328125 Penalty: 756.738831
	Iteration 16Q: 3 clusters Score -206322.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -206354.171875 Penalty: 756.738831
	Iteration 17Q: 3 clusters Score -206354.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -206384.546875 Penalty: 756.738831
	Iteration 18Q: 3 clusters Score -206384.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -206402.859375 Penalty: 756.738831
	Iteration 19Q: 3 clusters Score -206402.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -206411.812500 Penalty: 756.738831
	Iteration 20F: 3 clusters Score -206411.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -206415.734375 Penalty: 756.738831
	Iteration 21Q: 3 clusters Score -206415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -206418.796875 Penalty: 756.738831
	Iteration 22Q: 3 clusters Score -206418.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -206418.796875 Penalty: 756.738831
	Iteration 23F: 3 clusters Score -206418.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (280360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280360 members 
Entering Unmasked Estep 
Score: -14876322.000000 Penalty: 570.744263
	Iteration 0F: 2 clusters Score -1.487632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139983 members 
Mstep: Class 2 contains 140377 members 
Entering Unmasked Estep 
Score: -14690370.000000 Penalty: 1141.488525
	Iteration 0F: 3 clusters Score -1.469037e+07 nChanged 138325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130660 members 
Mstep: Class 2 contains 149700 members 
Entering Unmasked Estep 
Score: -14773966.000000 Penalty: 1141.488525
	Iteration 1F: 3 clusters Score -1.477397e+07 nChanged 12319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122153 members 
Mstep: Class 2 contains 158207 members 
Entering Unmasked Estep 
Score: -14778046.000000 Penalty: 1141.488525
	Iteration 2Q: 3 clusters Score -1.477805e+07 nChanged 15283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109506 members 
Mstep: Class 2 contains 170854 members 
Entering Unmasked Estep 
Score: -14784759.000000 Penalty: 1141.488525
	Iteration 3F: 3 clusters Score -1.478476e+07 nChanged 19207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92279 members 
Mstep: Class 2 contains 188081 members 
Entering Unmasked Estep 
Score: -14795399.000000 Penalty: 1141.488525
	Iteration 4F: 3 clusters Score -1.47954e+07 nChanged 21996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71665 members 
Mstep: Class 2 contains 208695 members 
Entering Unmasked Estep 
Score: -14810802.000000 Penalty: 1141.488525
	Iteration 5F: 3 clusters Score -1.48108e+07 nChanged 21269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 229032 members 
Entering Unmasked Estep 
Score: -14827621.000000 Penalty: 1141.488525
	Iteration 6F: 3 clusters Score -1.482762e+07 nChanged 17209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 245771 members 
Entering Unmasked Estep 
Score: -14843365.000000 Penalty: 1141.488525
	Iteration 7F: 3 clusters Score -1.484336e+07 nChanged 12095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 257602 members 
Entering Unmasked Estep 
Score: -14855315.000000 Penalty: 1141.488525
	Iteration 8Q: 3 clusters Score -1.485532e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 264795 members 
Entering Unmasked Estep 
Score: -14862762.000000 Penalty: 1141.488525
	Iteration 9Q: 3 clusters Score -1.486276e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 269006 members 
Entering Unmasked Estep 
Score: -14868149.000000 Penalty: 1141.488525
	Iteration 10Q: 3 clusters Score -1.486815e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 272167 members 
Entering Unmasked Estep 
Score: -14871548.000000 Penalty: 1141.488525
	Iteration 11Q: 3 clusters Score -1.487155e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 274601 members 
Entering Unmasked Estep 
Score: -14873472.000000 Penalty: 1141.488525
	Iteration 12Q: 3 clusters Score -1.487347e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 276393 members 
Entering Unmasked Estep 
Score: -14874418.000000 Penalty: 1141.488525
	Iteration 13Q: 3 clusters Score -1.487442e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 277791 members 
Entering Unmasked Estep 
Score: -14875079.000000 Penalty: 1141.488525
	Iteration 14Q: 3 clusters Score -1.487508e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 278800 members 
Entering Unmasked Estep 
Score: -14875421.000000 Penalty: 1141.488525
	Iteration 15Q: 3 clusters Score -1.487542e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 279450 members 
Entering Unmasked Estep 
Score: -14875565.000000 Penalty: 1141.488525
	Iteration 16Q: 3 clusters Score -1.487556e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 279834 members 
Entering Unmasked Estep 
Score: -14875686.000000 Penalty: 1141.488525
	Iteration 17Q: 3 clusters Score -1.487569e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 280046 members 
Entering Unmasked Estep 
Score: -14875778.000000 Penalty: 1141.488525
	Iteration 18Q: 3 clusters Score -1.487578e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 280159 members 
Entering Unmasked Estep 
Score: -14875797.000000 Penalty: 1141.488525
	Iteration 19Q: 3 clusters Score -1.48758e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 280215 members 
Entering Unmasked Estep 
Score: -14875806.000000 Penalty: 1141.488525
	Iteration 20F: 3 clusters Score -1.487581e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 280240 members 
Entering Unmasked Estep 
Score: -14875814.000000 Penalty: 1141.488525
	Iteration 21Q: 3 clusters Score -1.487581e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 280254 members 
Entering Unmasked Estep 
Score: -14875826.000000 Penalty: 1141.488525
	Iteration 22Q: 3 clusters Score -1.487583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 280261 members 
Entering Unmasked Estep 
Score: -14875833.000000 Penalty: 1141.488525
	Iteration 23Q: 3 clusters Score -1.487583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 280267 members 
Entering Unmasked Estep 
Score: -14875842.000000 Penalty: 1141.488525
	Iteration 24Q: 3 clusters Score -1.487584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 280274 members 
Entering Unmasked Estep 
Score: -14875849.000000 Penalty: 1141.488525
	Iteration 25Q: 3 clusters Score -1.487585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 280277 members 
Entering Unmasked Estep 
Score: -14875852.000000 Penalty: 1141.488525
	Iteration 26Q: 3 clusters Score -1.487585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 280278 members 
Entering Unmasked Estep 
Score: -14875862.000000 Penalty: 1141.488525
	Iteration 27Q: 3 clusters Score -1.487586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 280278 members 
Entering Unmasked Estep 
Score: -14875863.000000 Penalty: 1141.488525
	Iteration 28Q: 3 clusters Score -1.487586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 280277 members 
Entering Unmasked Estep 
Score: -14875865.000000 Penalty: 1141.488525
	Iteration 29Q: 3 clusters Score -1.487586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 280276 members 
Entering Unmasked Estep 
Score: -14875864.000000 Penalty: 1141.488525
	Iteration 30Q: 3 clusters Score -1.487586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 280277 members 
Entering Unmasked Estep 
Score: -14875864.000000 Penalty: 1141.488525
	Iteration 31Q: 3 clusters Score -1.487586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 280280 members 
Entering Unmasked Estep 
Score: -14875871.000000 Penalty: 1141.488525
	Iteration 32Q: 3 clusters Score -1.487587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 280281 members 
Entering Unmasked Estep 
Score: -14875873.000000 Penalty: 1141.488525
	Iteration 33Q: 3 clusters Score -1.487587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 280281 members 
Entering Unmasked Estep 
Score: -14875873.000000 Penalty: 1141.488525
	Iteration 34F: 3 clusters Score -1.487587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 280280 members 
Entering Unmasked Estep 
Score: -14875863.000000 Penalty: 1141.488525
	Iteration 35Q: 3 clusters Score -1.487586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 280280 members 
Entering Unmasked Estep 
Score: -14875863.000000 Penalty: 1141.488525
	Iteration 36F: 3 clusters Score -1.487586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -6268.913574 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -6268.914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6028.604980 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -6028.605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6058.607422 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -6058.607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6078.638672 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -6078.639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6081.901367 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -6081.901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6086.874512 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -6086.875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6086.874512 Penalty: 443.642975
	Iteration 5F: 3 clusters Score -6086.875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -49897.824219 Penalty: 312.445465
	Iteration 0F: 2 clusters Score -49897.82 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 477 members 
Entering Unmasked Estep 
Score: -49122.250000 Penalty: 624.890930
	Iteration 0F: 3 clusters Score -49122.25 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -49365.289062 Penalty: 624.890930
	Iteration 1F: 3 clusters Score -49365.29 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -49414.984375 Penalty: 624.890930
	Iteration 2F: 3 clusters Score -49414.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -49457.554688 Penalty: 624.890930
	Iteration 3F: 3 clusters Score -49457.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -49482.011719 Penalty: 624.890930
	Iteration 4Q: 3 clusters Score -49482.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -49504.617188 Penalty: 624.890930
	Iteration 5Q: 3 clusters Score -49504.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -49520.574219 Penalty: 624.890930
	Iteration 6Q: 3 clusters Score -49520.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -49536.386719 Penalty: 624.890930
	Iteration 7Q: 3 clusters Score -49536.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -49553.320312 Penalty: 624.890930
	Iteration 8Q: 3 clusters Score -49553.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49573.992188 Penalty: 624.890930
	Iteration 9Q: 3 clusters Score -49573.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -49597.902344 Penalty: 624.890930
	Iteration 10Q: 3 clusters Score -49597.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -49619.796875 Penalty: 624.890930
	Iteration 11Q: 3 clusters Score -49619.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -49645.714844 Penalty: 624.890930
	Iteration 12Q: 3 clusters Score -49645.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49673.406250 Penalty: 624.890930
	Iteration 13Q: 3 clusters Score -49673.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49677.835938 Penalty: 624.890930
	Iteration 14Q: 3 clusters Score -49677.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -49680.878906 Penalty: 624.890930
	Iteration 15Q: 3 clusters Score -49680.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -49682.359375 Penalty: 624.890930
	Iteration 16Q: 3 clusters Score -49682.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49682.917969 Penalty: 624.890930
	Iteration 17Q: 3 clusters Score -49682.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -49683.855469 Penalty: 624.890930
	Iteration 18Q: 3 clusters Score -49683.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49684.097656 Penalty: 624.890930
	Iteration 19Q: 3 clusters Score -49684.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49684.097656 Penalty: 624.890930
	Iteration 20F: 3 clusters Score -49684.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -49717.796875 Penalty: 316.218475
	Iteration 0F: 2 clusters Score -49717.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -48897.164062 Penalty: 632.436951
	Iteration 0F: 3 clusters Score -48897.16 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -49275.320312 Penalty: 632.436951
	Iteration 1F: 3 clusters Score -49275.32 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -49378.714844 Penalty: 632.436951
	Iteration 2F: 3 clusters Score -49378.71 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -49425.816406 Penalty: 632.436951
	Iteration 3F: 3 clusters Score -49425.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -49457.085938 Penalty: 632.436951
	Iteration 4Q: 3 clusters Score -49457.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -49486.246094 Penalty: 632.436951
	Iteration 5Q: 3 clusters Score -49486.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -49508.253906 Penalty: 632.436951
	Iteration 6Q: 3 clusters Score -49508.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -49517.394531 Penalty: 632.436951
	Iteration 7Q: 3 clusters Score -49517.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -49528.296875 Penalty: 632.436951
	Iteration 8Q: 3 clusters Score -49528.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -49540.125000 Penalty: 632.436951
	Iteration 9Q: 3 clusters Score -49540.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -49548.351562 Penalty: 632.436951
	Iteration 10Q: 3 clusters Score -49548.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -49559.312500 Penalty: 632.436951
	Iteration 11Q: 3 clusters Score -49559.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -49568.855469 Penalty: 632.436951
	Iteration 12Q: 3 clusters Score -49568.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -49574.890625 Penalty: 632.436951
	Iteration 13Q: 3 clusters Score -49574.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -49577.414062 Penalty: 632.436951
	Iteration 14Q: 3 clusters Score -49577.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -49578.140625 Penalty: 632.436951
	Iteration 15Q: 3 clusters Score -49578.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -49578.890625 Penalty: 632.436951
	Iteration 16Q: 3 clusters Score -49578.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -49579.050781 Penalty: 632.436951
	Iteration 17Q: 3 clusters Score -49579.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -49579.050781 Penalty: 632.436951
	Iteration 18F: 3 clusters Score -49579.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -67176.492188 Penalty: 324.346588
	Iteration 0F: 2 clusters Score -67176.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -66211.460938 Penalty: 648.693176
	Iteration 0F: 3 clusters Score -66211.46 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -66431.984375 Penalty: 648.693176
	Iteration 1F: 3 clusters Score -66431.98 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -66470.898438 Penalty: 648.693176
	Iteration 2F: 3 clusters Score -66470.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -66502.789062 Penalty: 648.693176
	Iteration 3Q: 3 clusters Score -66502.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -66537.867188 Penalty: 648.693176
	Iteration 4Q: 3 clusters Score -66537.87 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -66589.828125 Penalty: 648.693176
	Iteration 5Q: 3 clusters Score -66589.83 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -66636.757812 Penalty: 648.693176
	Iteration 6Q: 3 clusters Score -66636.76 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -66689.914062 Penalty: 648.693176
	Iteration 7Q: 3 clusters Score -66689.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -66742.156250 Penalty: 648.693176
	Iteration 8Q: 3 clusters Score -66742.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -66799.804688 Penalty: 648.693176
	Iteration 9Q: 3 clusters Score -66799.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -66840.296875 Penalty: 648.693176
	Iteration 10Q: 3 clusters Score -66840.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -66860.523438 Penalty: 648.693176
	Iteration 11Q: 3 clusters Score -66860.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -66875.921875 Penalty: 648.693176
	Iteration 12Q: 3 clusters Score -66875.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -66891.203125 Penalty: 648.693176
	Iteration 13Q: 3 clusters Score -66891.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -66902.945312 Penalty: 648.693176
	Iteration 14Q: 3 clusters Score -66902.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -66913.773438 Penalty: 648.693176
	Iteration 15Q: 3 clusters Score -66913.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -66922.960938 Penalty: 648.693176
	Iteration 16Q: 3 clusters Score -66922.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -66934.757812 Penalty: 648.693176
	Iteration 17Q: 3 clusters Score -66934.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -66949.820312 Penalty: 648.693176
	Iteration 18Q: 3 clusters Score -66949.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -66966.929688 Penalty: 648.693176
	Iteration 19Q: 3 clusters Score -66966.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -66981.828125 Penalty: 648.693176
	Iteration 20F: 3 clusters Score -66981.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -66995.148438 Penalty: 648.693176
	Iteration 21Q: 3 clusters Score -66995.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -67009.257812 Penalty: 648.693176
	Iteration 22Q: 3 clusters Score -67009.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -67016.382812 Penalty: 648.693176
	Iteration 23Q: 3 clusters Score -67016.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -67020.039062 Penalty: 648.693176
	Iteration 24Q: 3 clusters Score -67020.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -67021.140625 Penalty: 648.693176
	Iteration 25Q: 3 clusters Score -67021.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -67022.351562 Penalty: 648.693176
	Iteration 26Q: 3 clusters Score -67022.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -67022.953125 Penalty: 648.693176
	Iteration 27Q: 3 clusters Score -67022.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -67023.953125 Penalty: 648.693176
	Iteration 28Q: 3 clusters Score -67023.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -67025.257812 Penalty: 648.693176
	Iteration 29Q: 3 clusters Score -67025.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -67026.273438 Penalty: 648.693176
	Iteration 30Q: 3 clusters Score -67026.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -67027.601562 Penalty: 648.693176
	Iteration 31Q: 3 clusters Score -67027.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -67028.882812 Penalty: 648.693176
	Iteration 32Q: 3 clusters Score -67028.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -67029.125000 Penalty: 648.693176
	Iteration 33Q: 3 clusters Score -67029.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -67029.125000 Penalty: 648.693176
	Iteration 34F: 3 clusters Score -67029.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Entering Unmasked Estep 
Score: -185369.765625 Penalty: 370.990509
	Iteration 0F: 2 clusters Score -185369.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -182987.093750 Penalty: 741.981018
	Iteration 0F: 3 clusters Score -182987.1 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -183828.031250 Penalty: 741.981018
	Iteration 1F: 3 clusters Score -183828 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -183906.500000 Penalty: 741.981018
	Iteration 2F: 3 clusters Score -183906.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -183976.109375 Penalty: 741.981018
	Iteration 3Q: 3 clusters Score -183976.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -184044.828125 Penalty: 741.981018
	Iteration 4Q: 3 clusters Score -184044.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -184141.906250 Penalty: 741.981018
	Iteration 5Q: 3 clusters Score -184141.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -184281.015625 Penalty: 741.981018
	Iteration 6Q: 3 clusters Score -184281 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -184409.718750 Penalty: 741.981018
	Iteration 7F: 3 clusters Score -184409.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -184530.062500 Penalty: 741.981018
	Iteration 8Q: 3 clusters Score -184530.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -184612.687500 Penalty: 741.981018
	Iteration 9Q: 3 clusters Score -184612.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -184670.343750 Penalty: 741.981018
	Iteration 10Q: 3 clusters Score -184670.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -184711.156250 Penalty: 741.981018
	Iteration 11Q: 3 clusters Score -184711.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -184747.828125 Penalty: 741.981018
	Iteration 12Q: 3 clusters Score -184747.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -184777.046875 Penalty: 741.981018
	Iteration 13Q: 3 clusters Score -184777 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -184800.031250 Penalty: 741.981018
	Iteration 14Q: 3 clusters Score -184800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -184820.421875 Penalty: 741.981018
	Iteration 15Q: 3 clusters Score -184820.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -184836.828125 Penalty: 741.981018
	Iteration 16Q: 3 clusters Score -184836.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -184849.250000 Penalty: 741.981018
	Iteration 17Q: 3 clusters Score -184849.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -184863.390625 Penalty: 741.981018
	Iteration 18Q: 3 clusters Score -184863.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -184872.937500 Penalty: 741.981018
	Iteration 19Q: 3 clusters Score -184872.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -184882.703125 Penalty: 741.981018
	Iteration 20F: 3 clusters Score -184882.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -184894.671875 Penalty: 741.981018
	Iteration 21Q: 3 clusters Score -184894.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -184904.703125 Penalty: 741.981018
	Iteration 22Q: 3 clusters Score -184904.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -184911.843750 Penalty: 741.981018
	Iteration 23Q: 3 clusters Score -184911.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -184918.421875 Penalty: 741.981018
	Iteration 24Q: 3 clusters Score -184918.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -184924.203125 Penalty: 741.981018
	Iteration 25Q: 3 clusters Score -184924.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -184928.515625 Penalty: 741.981018
	Iteration 26Q: 3 clusters Score -184928.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -184931.343750 Penalty: 741.981018
	Iteration 27Q: 3 clusters Score -184931.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -184933.296875 Penalty: 741.981018
	Iteration 28Q: 3 clusters Score -184933.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -184937.093750 Penalty: 741.981018
	Iteration 29Q: 3 clusters Score -184937.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -184940.734375 Penalty: 741.981018
	Iteration 30Q: 3 clusters Score -184940.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -184945.718750 Penalty: 741.981018
	Iteration 31Q: 3 clusters Score -184945.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -184952.671875 Penalty: 741.981018
	Iteration 32Q: 3 clusters Score -184952.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -184961.328125 Penalty: 741.981018
	Iteration 33Q: 3 clusters Score -184961.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -184967.390625 Penalty: 741.981018
	Iteration 34Q: 3 clusters Score -184967.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -184973.953125 Penalty: 741.981018
	Iteration 35Q: 3 clusters Score -184974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -184982.125000 Penalty: 741.981018
	Iteration 36Q: 3 clusters Score -184982.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -184988.906250 Penalty: 741.981018
	Iteration 37Q: 3 clusters Score -184988.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -184995.484375 Penalty: 741.981018
	Iteration 38Q: 3 clusters Score -184995.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -185002.531250 Penalty: 741.981018
	Iteration 39Q: 3 clusters Score -185002.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -185009.250000 Penalty: 741.981018
	Iteration 40F: 3 clusters Score -185009.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -185013.453125 Penalty: 741.981018
	Iteration 41Q: 3 clusters Score -185013.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -185016.734375 Penalty: 741.981018
	Iteration 42Q: 3 clusters Score -185016.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -185021.390625 Penalty: 741.981018
	Iteration 43Q: 3 clusters Score -185021.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -185023.968750 Penalty: 741.981018
	Iteration 44Q: 3 clusters Score -185024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -185026.421875 Penalty: 741.981018
	Iteration 45Q: 3 clusters Score -185026.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -185027.843750 Penalty: 741.981018
	Iteration 46Q: 3 clusters Score -185027.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -185029.984375 Penalty: 741.981018
	Iteration 47Q: 3 clusters Score -185030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -185030.625000 Penalty: 741.981018
	Iteration 48Q: 3 clusters Score -185030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -185030.781250 Penalty: 741.981018
	Iteration 49Q: 3 clusters Score -185030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -185031.781250 Penalty: 741.981018
	Iteration 50Q: 3 clusters Score -185031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -185031.953125 Penalty: 741.981018
	Iteration 51Q: 3 clusters Score -185032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -185031.953125 Penalty: 741.981018
	Iteration 52F: 3 clusters Score -185032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -13096.467773 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -13096.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12756.220703 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -12756.22 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12835.596680 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -12835.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12861.334961 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -12861.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12868.714844 Penalty: 508.779846
	Iteration 3Q: 3 clusters Score -12868.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12871.414062 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -12871.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12872.634766 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -12872.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12872.634766 Penalty: 508.779846
	Iteration 6F: 3 clusters Score -12872.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Entering Unmasked Estep 
Score: -118320.429688 Penalty: 349.258453
	Iteration 0F: 2 clusters Score -118320.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -116782.687500 Penalty: 698.516907
	Iteration 0F: 3 clusters Score -116782.7 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -117344.000000 Penalty: 698.516907
	Iteration 1F: 3 clusters Score -117344 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -117499.804688 Penalty: 698.516907
	Iteration 2F: 3 clusters Score -117499.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -117669.476562 Penalty: 698.516907
	Iteration 3F: 3 clusters Score -117669.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -117847.257812 Penalty: 698.516907
	Iteration 4F: 3 clusters Score -117847.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -117974.296875 Penalty: 698.516907
	Iteration 5Q: 3 clusters Score -117974.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -118023.257812 Penalty: 698.516907
	Iteration 6Q: 3 clusters Score -118023.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -118037.210938 Penalty: 698.516907
	Iteration 7Q: 3 clusters Score -118037.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -118040.562500 Penalty: 698.516907
	Iteration 8Q: 3 clusters Score -118040.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -118041.484375 Penalty: 698.516907
	Iteration 9Q: 3 clusters Score -118041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -118042.742188 Penalty: 698.516907
	Iteration 10Q: 3 clusters Score -118042.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -118043.750000 Penalty: 698.516907
	Iteration 11Q: 3 clusters Score -118043.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -118044.773438 Penalty: 698.516907
	Iteration 12Q: 3 clusters Score -118044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -118045.968750 Penalty: 698.516907
	Iteration 13Q: 3 clusters Score -118046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -118046.843750 Penalty: 698.516907
	Iteration 14Q: 3 clusters Score -118046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -118046.914062 Penalty: 698.516907
	Iteration 15Q: 3 clusters Score -118046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -118047.007812 Penalty: 698.516907
	Iteration 16Q: 3 clusters Score -118047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -118047.007812 Penalty: 698.516907
	Iteration 17F: 3 clusters Score -118047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Entering Unmasked Estep 
Score: -110264.062500 Penalty: 348.190826
	Iteration 0F: 2 clusters Score -110264.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -108741.656250 Penalty: 696.381653
	Iteration 0F: 3 clusters Score -108741.7 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -109214.164062 Penalty: 696.381653
	Iteration 1F: 3 clusters Score -109214.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -109420.984375 Penalty: 696.381653
	Iteration 2F: 3 clusters Score -109421 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -109592.609375 Penalty: 696.381653
	Iteration 3F: 3 clusters Score -109592.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -109717.210938 Penalty: 696.381653
	Iteration 4F: 3 clusters Score -109717.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -109826.476562 Penalty: 696.381653
	Iteration 5F: 3 clusters Score -109826.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -109907.500000 Penalty: 696.381653
	Iteration 6Q: 3 clusters Score -109907.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -109972.312500 Penalty: 696.381653
	Iteration 7Q: 3 clusters Score -109972.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -110015.460938 Penalty: 696.381653
	Iteration 8Q: 3 clusters Score -110015.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -110043.828125 Penalty: 696.381653
	Iteration 9Q: 3 clusters Score -110043.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -110061.687500 Penalty: 696.381653
	Iteration 10Q: 3 clusters Score -110061.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -110071.921875 Penalty: 696.381653
	Iteration 11Q: 3 clusters Score -110071.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -110085.187500 Penalty: 696.381653
	Iteration 12Q: 3 clusters Score -110085.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -110097.648438 Penalty: 696.381653
	Iteration 13Q: 3 clusters Score -110097.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -110103.953125 Penalty: 696.381653
	Iteration 14Q: 3 clusters Score -110104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -110109.585938 Penalty: 696.381653
	Iteration 15Q: 3 clusters Score -110109.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -110111.953125 Penalty: 696.381653
	Iteration 16Q: 3 clusters Score -110112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -110112.992188 Penalty: 696.381653
	Iteration 17Q: 3 clusters Score -110113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -110113.218750 Penalty: 696.381653
	Iteration 18Q: 3 clusters Score -110113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -110113.593750 Penalty: 696.381653
	Iteration 19Q: 3 clusters Score -110113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -110113.664062 Penalty: 696.381653
	Iteration 20F: 3 clusters Score -110113.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Entering Unmasked Estep 
Score: -444603.625000 Penalty: 406.852203
	Iteration 0F: 2 clusters Score -444603.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -439431.093750 Penalty: 813.704407
	Iteration 0F: 3 clusters Score -439431.1 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -441463.187500 Penalty: 813.704407
	Iteration 1F: 3 clusters Score -441463.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -441616.125000 Penalty: 813.704407
	Iteration 2Q: 3 clusters Score -441616.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -441792.843750 Penalty: 813.704407
	Iteration 3Q: 3 clusters Score -441792.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -442076.312500 Penalty: 813.704407
	Iteration 4F: 3 clusters Score -442076.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -442475.468750 Penalty: 813.704407
	Iteration 5F: 3 clusters Score -442475.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -442969.125000 Penalty: 813.704407
	Iteration 6F: 3 clusters Score -442969.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -443375.062500 Penalty: 813.704407
	Iteration 7F: 3 clusters Score -443375.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -443607.781250 Penalty: 813.704407
	Iteration 8Q: 3 clusters Score -443607.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -443710.875000 Penalty: 813.704407
	Iteration 9Q: 3 clusters Score -443710.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -443770.968750 Penalty: 813.704407
	Iteration 10Q: 3 clusters Score -443771 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -443817.750000 Penalty: 813.704407
	Iteration 11Q: 3 clusters Score -443817.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -443854.593750 Penalty: 813.704407
	Iteration 12Q: 3 clusters Score -443854.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -443889.468750 Penalty: 813.704407
	Iteration 13Q: 3 clusters Score -443889.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -443922.906250 Penalty: 813.704407
	Iteration 14Q: 3 clusters Score -443922.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -443952.937500 Penalty: 813.704407
	Iteration 15Q: 3 clusters Score -443952.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -443988.500000 Penalty: 813.704407
	Iteration 16Q: 3 clusters Score -443988.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -444019.125000 Penalty: 813.704407
	Iteration 17Q: 3 clusters Score -444019.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -444044.468750 Penalty: 813.704407
	Iteration 18Q: 3 clusters Score -444044.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -444068.031250 Penalty: 813.704407
	Iteration 19Q: 3 clusters Score -444068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -444085.593750 Penalty: 813.704407
	Iteration 20F: 3 clusters Score -444085.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -444101.593750 Penalty: 813.704407
	Iteration 21Q: 3 clusters Score -444101.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -444116.156250 Penalty: 813.704407
	Iteration 22Q: 3 clusters Score -444116.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -444129.375000 Penalty: 813.704407
	Iteration 23Q: 3 clusters Score -444129.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -444138.000000 Penalty: 813.704407
	Iteration 24Q: 3 clusters Score -444138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -444148.156250 Penalty: 813.704407
	Iteration 25Q: 3 clusters Score -444148.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -444155.312500 Penalty: 813.704407
	Iteration 26Q: 3 clusters Score -444155.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -444162.406250 Penalty: 813.704407
	Iteration 27Q: 3 clusters Score -444162.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -444168.312500 Penalty: 813.704407
	Iteration 28Q: 3 clusters Score -444168.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -444174.812500 Penalty: 813.704407
	Iteration 29Q: 3 clusters Score -444174.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -444178.625000 Penalty: 813.704407
	Iteration 30Q: 3 clusters Score -444178.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -444186.406250 Penalty: 813.704407
	Iteration 31Q: 3 clusters Score -444186.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -444195.750000 Penalty: 813.704407
	Iteration 32Q: 3 clusters Score -444195.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -444199.906250 Penalty: 813.704407
	Iteration 33Q: 3 clusters Score -444199.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -444204.093750 Penalty: 813.704407
	Iteration 34Q: 3 clusters Score -444204.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -444207.500000 Penalty: 813.704407
	Iteration 35Q: 3 clusters Score -444207.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -444210.312500 Penalty: 813.704407
	Iteration 36Q: 3 clusters Score -444210.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -444213.437500 Penalty: 813.704407
	Iteration 37Q: 3 clusters Score -444213.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -444217.250000 Penalty: 813.704407
	Iteration 38Q: 3 clusters Score -444217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -444224.312500 Penalty: 813.704407
	Iteration 39Q: 3 clusters Score -444224.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -444226.406250 Penalty: 813.704407
	Iteration 40F: 3 clusters Score -444226.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -444231.406250 Penalty: 813.704407
	Iteration 41Q: 3 clusters Score -444231.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -444235.812500 Penalty: 813.704407
	Iteration 42Q: 3 clusters Score -444235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -444237.843750 Penalty: 813.704407
	Iteration 43Q: 3 clusters Score -444237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -444239.468750 Penalty: 813.704407
	Iteration 44Q: 3 clusters Score -444239.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -444241.406250 Penalty: 813.704407
	Iteration 45Q: 3 clusters Score -444241.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -444242.843750 Penalty: 813.704407
	Iteration 46Q: 3 clusters Score -444242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -444244.812500 Penalty: 813.704407
	Iteration 47Q: 3 clusters Score -444244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -444244.812500 Penalty: 813.704407
	Iteration 48F: 3 clusters Score -444244.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -45281.492188 Penalty: 308.382904
	Iteration 0F: 2 clusters Score -45281.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -44552.835938 Penalty: 616.765808
	Iteration 0F: 3 clusters Score -44552.84 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -44748.074219 Penalty: 616.765808
	Iteration 1F: 3 clusters Score -44748.07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -44787.273438 Penalty: 616.765808
	Iteration 2F: 3 clusters Score -44787.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -44836.500000 Penalty: 616.765808
	Iteration 3F: 3 clusters Score -44836.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -44903.125000 Penalty: 616.765808
	Iteration 4F: 3 clusters Score -44903.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -44954.589844 Penalty: 616.765808
	Iteration 5F: 3 clusters Score -44954.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -44995.976562 Penalty: 616.765808
	Iteration 6Q: 3 clusters Score -44995.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -45026.128906 Penalty: 616.765808
	Iteration 7Q: 3 clusters Score -45026.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -45040.175781 Penalty: 616.765808
	Iteration 8Q: 3 clusters Score -45040.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -45049.074219 Penalty: 616.765808
	Iteration 9Q: 3 clusters Score -45049.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -45055.863281 Penalty: 616.765808
	Iteration 10Q: 3 clusters Score -45055.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -45064.582031 Penalty: 616.765808
	Iteration 11Q: 3 clusters Score -45064.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -45072.156250 Penalty: 616.765808
	Iteration 12Q: 3 clusters Score -45072.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -45080.234375 Penalty: 616.765808
	Iteration 13Q: 3 clusters Score -45080.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -45084.496094 Penalty: 616.765808
	Iteration 14Q: 3 clusters Score -45084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -45088.222656 Penalty: 616.765808
	Iteration 15Q: 3 clusters Score -45088.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -45090.738281 Penalty: 616.765808
	Iteration 16Q: 3 clusters Score -45090.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -45091.906250 Penalty: 616.765808
	Iteration 17Q: 3 clusters Score -45091.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -45093.046875 Penalty: 616.765808
	Iteration 18Q: 3 clusters Score -45093.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -45094.101562 Penalty: 616.765808
	Iteration 19Q: 3 clusters Score -45094.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -45094.320312 Penalty: 616.765808
	Iteration 20F: 3 clusters Score -45094.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -45094.953125 Penalty: 616.765808
	Iteration 21Q: 3 clusters Score -45094.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -45096.203125 Penalty: 616.765808
	Iteration 22Q: 3 clusters Score -45096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -45097.605469 Penalty: 616.765808
	Iteration 23Q: 3 clusters Score -45097.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -45097.605469 Penalty: 616.765808
	Iteration 24F: 3 clusters Score -45097.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Entering Unmasked Estep 
Score: -79213.132812 Penalty: 332.202240
	Iteration 0F: 2 clusters Score -79213.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -78076.796875 Penalty: 664.404480
	Iteration 0F: 3 clusters Score -78076.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -78424.320312 Penalty: 664.404480
	Iteration 1F: 3 clusters Score -78424.32 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -78508.148438 Penalty: 664.404480
	Iteration 2F: 3 clusters Score -78508.15 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -78572.320312 Penalty: 664.404480
	Iteration 3F: 3 clusters Score -78572.32 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -78638.851562 Penalty: 664.404480
	Iteration 4F: 3 clusters Score -78638.85 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -78719.140625 Penalty: 664.404480
	Iteration 5F: 3 clusters Score -78719.14 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -78792.656250 Penalty: 664.404480
	Iteration 6F: 3 clusters Score -78792.66 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -78853.140625 Penalty: 664.404480
	Iteration 7Q: 3 clusters Score -78853.14 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -78887.789062 Penalty: 664.404480
	Iteration 8Q: 3 clusters Score -78887.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -78924.320312 Penalty: 664.404480
	Iteration 9Q: 3 clusters Score -78924.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -78945.968750 Penalty: 664.404480
	Iteration 10Q: 3 clusters Score -78945.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -78959.429688 Penalty: 664.404480
	Iteration 11Q: 3 clusters Score -78959.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -78973.281250 Penalty: 664.404480
	Iteration 12Q: 3 clusters Score -78973.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -78976.812500 Penalty: 664.404480
	Iteration 13Q: 3 clusters Score -78976.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -78980.390625 Penalty: 664.404480
	Iteration 14Q: 3 clusters Score -78980.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -78983.914062 Penalty: 664.404480
	Iteration 15Q: 3 clusters Score -78983.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -78985.890625 Penalty: 664.404480
	Iteration 16Q: 3 clusters Score -78985.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -78987.796875 Penalty: 664.404480
	Iteration 17Q: 3 clusters Score -78987.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -78992.546875 Penalty: 664.404480
	Iteration 18Q: 3 clusters Score -78992.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -78998.093750 Penalty: 664.404480
	Iteration 19Q: 3 clusters Score -78998.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -79004.890625 Penalty: 664.404480
	Iteration 20F: 3 clusters Score -79004.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -79007.851562 Penalty: 664.404480
	Iteration 21Q: 3 clusters Score -79007.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -79009.625000 Penalty: 664.404480
	Iteration 22Q: 3 clusters Score -79009.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -79009.625000 Penalty: 664.404480
	Iteration 23F: 3 clusters Score -79009.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -19698.521484 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -19698.52 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 174 members 
Entering Unmasked Estep 
Score: -19305.425781 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -19305.43 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19385.595703 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -19385.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19416.392578 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -19416.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19424.347656 Penalty: 537.882507
	Iteration 3Q: 3 clusters Score -19424.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19428.113281 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -19428.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19432.988281 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -19432.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19439.755859 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -19439.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19443.652344 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -19443.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19447.330078 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -19447.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19448.578125 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -19448.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19448.578125 Penalty: 537.882507
	Iteration 10F: 3 clusters Score -19448.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -29150.263672 Penalty: 287.676697
	Iteration 0F: 2 clusters Score -29150.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28626.490234 Penalty: 575.353394
	Iteration 0F: 3 clusters Score -28626.49 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -28778.509766 Penalty: 575.353394
	Iteration 1F: 3 clusters Score -28778.51 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -28832.083984 Penalty: 575.353394
	Iteration 2F: 3 clusters Score -28832.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -28854.296875 Penalty: 575.353394
	Iteration 3F: 3 clusters Score -28854.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -28872.849609 Penalty: 575.353394
	Iteration 4Q: 3 clusters Score -28872.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -28891.835938 Penalty: 575.353394
	Iteration 5Q: 3 clusters Score -28891.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -28906.585938 Penalty: 575.353394
	Iteration 6Q: 3 clusters Score -28906.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -28915.519531 Penalty: 575.353394
	Iteration 7Q: 3 clusters Score -28915.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -28921.818359 Penalty: 575.353394
	Iteration 8Q: 3 clusters Score -28921.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -28923.777344 Penalty: 575.353394
	Iteration 9Q: 3 clusters Score -28923.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -28929.058594 Penalty: 575.353394
	Iteration 10Q: 3 clusters Score -28929.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -28945.203125 Penalty: 575.353394
	Iteration 11Q: 3 clusters Score -28945.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -28956.960938 Penalty: 575.353394
	Iteration 12Q: 3 clusters Score -28956.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -28959.779297 Penalty: 575.353394
	Iteration 13Q: 3 clusters Score -28959.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -28962.142578 Penalty: 575.353394
	Iteration 14Q: 3 clusters Score -28962.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -28963.136719 Penalty: 575.353394
	Iteration 15Q: 3 clusters Score -28963.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -28964.300781 Penalty: 575.353394
	Iteration 16Q: 3 clusters Score -28964.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -28964.300781 Penalty: 575.353394
	Iteration 17F: 3 clusters Score -28964.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Entering Unmasked Estep 
Score: -2378500.000000 Penalty: 489.250671
	Iteration 0F: 2 clusters Score -2378500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2347119.500000 Penalty: 978.501343
	Iteration 0F: 3 clusters Score -2347120 nChanged 22548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2361016.500000 Penalty: 978.501343
	Iteration 1F: 3 clusters Score -2361016 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2361731.750000 Penalty: 978.501343
	Iteration 2Q: 3 clusters Score -2361732 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2362725.000000 Penalty: 978.501343
	Iteration 3Q: 3 clusters Score -2362725 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2364124.500000 Penalty: 978.501343
	Iteration 4F: 3 clusters Score -2364124 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2366072.500000 Penalty: 978.501343
	Iteration 5F: 3 clusters Score -2366072 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2368591.000000 Penalty: 978.501343
	Iteration 6F: 3 clusters Score -2368591 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2371093.500000 Penalty: 978.501343
	Iteration 7F: 3 clusters Score -2371094 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2372943.500000 Penalty: 978.501343
	Iteration 8Q: 3 clusters Score -2372944 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2374153.500000 Penalty: 978.501343
	Iteration 9Q: 3 clusters Score -2374154 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2374997.750000 Penalty: 978.501343
	Iteration 10Q: 3 clusters Score -2374998 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2375708.250000 Penalty: 978.501343
	Iteration 11Q: 3 clusters Score -2375708 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2376321.500000 Penalty: 978.501343
	Iteration 12Q: 3 clusters Score -2376322 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2376828.000000 Penalty: 978.501343
	Iteration 13Q: 3 clusters Score -2376828 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2377227.000000 Penalty: 978.501343
	Iteration 14Q: 3 clusters Score -2377227 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2377507.500000 Penalty: 978.501343
	Iteration 15Q: 3 clusters Score -2377508 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2377725.250000 Penalty: 978.501343
	Iteration 16Q: 3 clusters Score -2377725 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2377877.250000 Penalty: 978.501343
	Iteration 17Q: 3 clusters Score -2377877 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2377970.500000 Penalty: 978.501343
	Iteration 18Q: 3 clusters Score -2377970 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2378024.000000 Penalty: 978.501343
	Iteration 19Q: 3 clusters Score -2378024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2378045.500000 Penalty: 978.501343
	Iteration 20F: 3 clusters Score -2378046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2378059.500000 Penalty: 978.501343
	Iteration 21Q: 3 clusters Score -2378060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -2378076.000000 Penalty: 978.501343
	Iteration 22Q: 3 clusters Score -2378076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2378082.250000 Penalty: 978.501343
	Iteration 23Q: 3 clusters Score -2378082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2378092.250000 Penalty: 978.501343
	Iteration 24Q: 3 clusters Score -2378092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2378099.500000 Penalty: 978.501343
	Iteration 25Q: 3 clusters Score -2378100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2378100.000000 Penalty: 978.501343
	Iteration 26Q: 3 clusters Score -2378100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2378100.750000 Penalty: 978.501343
	Iteration 27Q: 3 clusters Score -2378101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2378100.750000 Penalty: 978.501343
	Iteration 28F: 3 clusters Score -2378101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -33470.800781 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -33470.8 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 334 members 
Entering Unmasked Estep 
Score: -32854.613281 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -32854.61 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33042.156250 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -33042.16 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33104.519531 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -33104.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33140.714844 Penalty: 599.717407
	Iteration 3F: 3 clusters Score -33140.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33168.570312 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -33168.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33185.191406 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -33185.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33192.468750 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -33192.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33195.007812 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -33195.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33198.722656 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -33198.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33203.707031 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -33203.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33206.832031 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -33206.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33208.007812 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -33208.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33208.007812 Penalty: 599.717407
	Iteration 12F: 3 clusters Score -33208.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -8657.305664 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -8657.306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8385.028320 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -8385.028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8430.704102 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -8430.704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8436.832031 Penalty: 476.998962
	Iteration 2Q: 3 clusters Score -8436.832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8436.832031 Penalty: 476.998962
	Iteration 3F: 3 clusters Score -8436.832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -84131.859375 Penalty: 336.894714
	Iteration 0F: 2 clusters Score -84131.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -82930.250000 Penalty: 673.789429
	Iteration 0F: 3 clusters Score -82930.25 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -83351.648438 Penalty: 673.789429
	Iteration 1F: 3 clusters Score -83351.65 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -83478.351562 Penalty: 673.789429
	Iteration 2F: 3 clusters Score -83478.35 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -83615.085938 Penalty: 673.789429
	Iteration 3F: 3 clusters Score -83615.09 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -83708.406250 Penalty: 673.789429
	Iteration 4F: 3 clusters Score -83708.41 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -83790.117188 Penalty: 673.789429
	Iteration 5F: 3 clusters Score -83790.12 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -83868.492188 Penalty: 673.789429
	Iteration 6Q: 3 clusters Score -83868.49 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -83942.773438 Penalty: 673.789429
	Iteration 7Q: 3 clusters Score -83942.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -83991.843750 Penalty: 673.789429
	Iteration 8Q: 3 clusters Score -83991.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -84013.968750 Penalty: 673.789429
	Iteration 9Q: 3 clusters Score -84013.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -84039.648438 Penalty: 673.789429
	Iteration 10Q: 3 clusters Score -84039.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -84075.421875 Penalty: 673.789429
	Iteration 11Q: 3 clusters Score -84075.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -84089.562500 Penalty: 673.789429
	Iteration 12Q: 3 clusters Score -84089.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -84116.281250 Penalty: 673.789429
	Iteration 13Q: 3 clusters Score -84116.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -84128.265625 Penalty: 673.789429
	Iteration 14Q: 3 clusters Score -84128.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -84134.195312 Penalty: 673.789429
	Iteration 15Q: 3 clusters Score -84134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -84134.828125 Penalty: 673.789429
	Iteration 16Q: 3 clusters Score -84134.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -84134.828125 Penalty: 673.789429
	Iteration 17F: 3 clusters Score -84134.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280360 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3476 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 7645 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46759 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150605 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 1490 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
Score: -27469534.000000 Penalty: 24605.902344
Splitting cluster 20 changes total score from -27469748.000000 to -27469534.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -2304.197510 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -2304.198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2178.266113 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -2178.266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2198.529541 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -2198.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2205.115479 Penalty: 364.667328
	Iteration 2F: 3 clusters Score -2205.115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -5739.242676 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -5739.243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5548.357910 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -5548.358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5690.350586 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -5690.351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5735.823242 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -5735.823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5739.133789 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -5739.134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5739.133789 Penalty: 451.618896
	Iteration 4F: 3 clusters Score -5739.134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (150605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150605 members 
Entering Unmasked Estep 
Score: -8115059.500000 Penalty: 542.469910
	Iteration 0F: 2 clusters Score -8115060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -8013150.500000 Penalty: 1084.939819
	Iteration 0F: 3 clusters Score -8013150 nChanged 73986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78194 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -8056906.500000 Penalty: 1084.939819
	Iteration 1F: 3 clusters Score -8056906 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79628 members 
Mstep: Class 2 contains 70977 members 
Entering Unmasked Estep 
Score: -8058306.000000 Penalty: 1084.939819
	Iteration 2Q: 3 clusters Score -8058306 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -8060320.000000 Penalty: 1084.939819
	Iteration 3Q: 3 clusters Score -8060320 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84702 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -8063547.500000 Penalty: 1084.939819
	Iteration 4Q: 3 clusters Score -8063548 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
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Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -8068436 nChanged 9063
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Mstep: Class 1 contains 92856 members 
Mstep: Class 2 contains 57749 members 
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Mstep: Class 1 contains 97077 members 
Mstep: Class 2 contains 53528 members 
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Mstep: Class 1 contains 100351 members 
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Mstep: Class 2 contains 46437 members 
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Mstep: Class 2 contains 41216 members 
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	Iteration 13Q: 3 clusters Score -8100212 nChanged 2009
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Mstep: Class 2 contains 37450 members 
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	Iteration 24Q: 3 clusters Score -8109361 nChanged 2014
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	Iteration 63Q: 3 clusters Score -8114816 nChanged 19
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	Iteration 69Q: 3 clusters Score -8114816 nChanged 7
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	Iteration 71Q: 3 clusters Score -8114814 nChanged 9
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	Iteration 72Q: 3 clusters Score -8114818 nChanged 14
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	Iteration 74Q: 3 clusters Score -8114813 nChanged 16
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	Iteration 75Q: 3 clusters Score -8114814 nChanged 15
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	Iteration 77Q: 3 clusters Score -8114818 nChanged 20
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	Iteration 78Q: 3 clusters Score -8114820 nChanged 8
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	Iteration 79Q: 3 clusters Score -8114827 nChanged 13
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	Iteration 80F: 3 clusters Score -8114834 nChanged 20
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	Iteration 81Q: 3 clusters Score -8114828 nChanged 19
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	Iteration 82Q: 3 clusters Score -8114830 nChanged 16
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	Iteration 83Q: 3 clusters Score -8114838 nChanged 15
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	Iteration 84Q: 3 clusters Score -8114836 nChanged 12
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	Iteration 85Q: 3 clusters Score -8114834 nChanged 3
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	Iteration 86Q: 3 clusters Score -8114837 nChanged 6
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	Iteration 87Q: 3 clusters Score -8114840 nChanged 4
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	Iteration 88Q: 3 clusters Score -8114843 nChanged 2
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	Iteration 89Q: 3 clusters Score -8114842 nChanged 5
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	Iteration 90Q: 3 clusters Score -8114843 nChanged 6
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	Iteration 91Q: 3 clusters Score -8114838 nChanged 7
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	Iteration 92Q: 3 clusters Score -8114843 nChanged 7
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	Iteration 93Q: 3 clusters Score -8114845 nChanged 4
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	Iteration 94Q: 3 clusters Score -8114844 nChanged 7
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	Iteration 95Q: 3 clusters Score -8114842 nChanged 5
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Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -8114844.500000 Penalty: 1084.939819
	Iteration 96Q: 3 clusters Score -8114844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148368 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -8114838.500000 Penalty: 1084.939819
	Iteration 97Q: 3 clusters Score -8114838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148369 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8114836.000000 Penalty: 1084.939819
	Iteration 98Q: 3 clusters Score -8114836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148372 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -8114832.500000 Penalty: 1084.939819
	Iteration 99Q: 3 clusters Score -8114832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148373 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8114833.000000 Penalty: 1084.939819
	Iteration 100F: 3 clusters Score -8114833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148376 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8114832.000000 Penalty: 1084.939819
	Iteration 101Q: 3 clusters Score -8114832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148377 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8114833.000000 Penalty: 1084.939819
	Iteration 102Q: 3 clusters Score -8114833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148381 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8114829.500000 Penalty: 1084.939819
	Iteration 103Q: 3 clusters Score -8114830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148389 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8114832.000000 Penalty: 1084.939819
	Iteration 104Q: 3 clusters Score -8114832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148394 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8114833.000000 Penalty: 1084.939819
	Iteration 105Q: 3 clusters Score -8114833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148396 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8114830.500000 Penalty: 1084.939819
	Iteration 106Q: 3 clusters Score -8114830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148399 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -8114830.500000 Penalty: 1084.939819
	Iteration 107Q: 3 clusters Score -8114830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148401 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8114829.500000 Penalty: 1084.939819
	Iteration 108Q: 3 clusters Score -8114830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148402 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -8114830.000000 Penalty: 1084.939819
	Iteration 109Q: 3 clusters Score -8114830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148406 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -8114830.500000 Penalty: 1084.939819
	Iteration 110Q: 3 clusters Score -8114830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148408 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -8114828.500000 Penalty: 1084.939819
	Iteration 111Q: 3 clusters Score -8114828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148410 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8114826.500000 Penalty: 1084.939819
	Iteration 112Q: 3 clusters Score -8114826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148410 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8114826.500000 Penalty: 1084.939819
	Iteration 113F: 3 clusters Score -8114826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -27536.882812 Penalty: 287.676697
	Iteration 0F: 2 clusters Score -27536.88 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 258 members 
Entering Unmasked Estep 
Score: -27009.107422 Penalty: 575.353394
	Iteration 0F: 3 clusters Score -27009.11 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27127.326172 Penalty: 575.353394
	Iteration 1F: 3 clusters Score -27127.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27165.230469 Penalty: 575.353394
	Iteration 2F: 3 clusters Score -27165.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27205.273438 Penalty: 575.353394
	Iteration 3F: 3 clusters Score -27205.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27246.779297 Penalty: 575.353394
	Iteration 4F: 3 clusters Score -27246.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27284.761719 Penalty: 575.353394
	Iteration 5F: 3 clusters Score -27284.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27306.294922 Penalty: 575.353394
	Iteration 6Q: 3 clusters Score -27306.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27333.410156 Penalty: 575.353394
	Iteration 7Q: 3 clusters Score -27333.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27342.318359 Penalty: 575.353394
	Iteration 8Q: 3 clusters Score -27342.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27348.375000 Penalty: 575.353394
	Iteration 9Q: 3 clusters Score -27348.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27353.255859 Penalty: 575.353394
	Iteration 10Q: 3 clusters Score -27353.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27354.945312 Penalty: 575.353394
	Iteration 11Q: 3 clusters Score -27354.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27355.808594 Penalty: 575.353394
	Iteration 12Q: 3 clusters Score -27355.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27355.808594 Penalty: 575.353394
	Iteration 13F: 3 clusters Score -27355.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -34502.507812 Penalty: 300.725403
	Iteration 0F: 2 clusters Score -34502.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -33854.312500 Penalty: 601.450806
	Iteration 0F: 3 clusters Score -33854.31 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34040.386719 Penalty: 601.450806
	Iteration 1F: 3 clusters Score -34040.39 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -34085.269531 Penalty: 601.450806
	Iteration 2F: 3 clusters Score -34085.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -34122.652344 Penalty: 601.450806
	Iteration 3F: 3 clusters Score -34122.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -34151.320312 Penalty: 601.450806
	Iteration 4Q: 3 clusters Score -34151.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -34170.558594 Penalty: 601.450806
	Iteration 5Q: 3 clusters Score -34170.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -34186.605469 Penalty: 601.450806
	Iteration 6Q: 3 clusters Score -34186.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -34201.152344 Penalty: 601.450806
	Iteration 7Q: 3 clusters Score -34201.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -34219.144531 Penalty: 601.450806
	Iteration 8Q: 3 clusters Score -34219.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34234.734375 Penalty: 601.450806
	Iteration 9Q: 3 clusters Score -34234.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34252.343750 Penalty: 601.450806
	Iteration 10Q: 3 clusters Score -34252.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34263.105469 Penalty: 601.450806
	Iteration 11Q: 3 clusters Score -34263.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34271.468750 Penalty: 601.450806
	Iteration 12Q: 3 clusters Score -34271.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34277.011719 Penalty: 601.450806
	Iteration 13Q: 3 clusters Score -34277.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34280.367188 Penalty: 601.450806
	Iteration 14Q: 3 clusters Score -34280.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34282.597656 Penalty: 601.450806
	Iteration 15Q: 3 clusters Score -34282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34283.476562 Penalty: 601.450806
	Iteration 16Q: 3 clusters Score -34283.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -34284.441406 Penalty: 601.450806
	Iteration 17Q: 3 clusters Score -34284.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -34284.957031 Penalty: 601.450806
	Iteration 18Q: 3 clusters Score -34284.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34285.226562 Penalty: 601.450806
	Iteration 19Q: 3 clusters Score -34285.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34285.226562 Penalty: 601.450806
	Iteration 20F: 3 clusters Score -34285.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -23181.744141 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -23181.74 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 271 members 
Entering Unmasked Estep 
Score: -22748.207031 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -22748.21 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22855.748047 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -22855.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22880.019531 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -22880.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22912.007812 Penalty: 563.132019
	Iteration 3F: 3 clusters Score -22912.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -22937.878906 Penalty: 563.132019
	Iteration 4Q: 3 clusters Score -22937.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -22959.083984 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -22959.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -22979.353516 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -22979.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22995.539062 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -22995.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -23012.414062 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -23012.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -23034.541016 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -23034.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -23047.123047 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -23047.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -23052.400391 Penalty: 563.132019
	Iteration 11Q: 3 clusters Score -23052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -23057.199219 Penalty: 563.132019
	Iteration 12Q: 3 clusters Score -23057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -23061.054688 Penalty: 563.132019
	Iteration 13Q: 3 clusters Score -23061.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -23064.355469 Penalty: 563.132019
	Iteration 14Q: 3 clusters Score -23064.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23066.425781 Penalty: 563.132019
	Iteration 15Q: 3 clusters Score -23066.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -23069.601562 Penalty: 563.132019
	Iteration 16Q: 3 clusters Score -23069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23071.585938 Penalty: 563.132019
	Iteration 17Q: 3 clusters Score -23071.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23071.898438 Penalty: 563.132019
	Iteration 18Q: 3 clusters Score -23071.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23071.898438 Penalty: 563.132019
	Iteration 19F: 3 clusters Score -23071.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -13910.251953 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -13910.25 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 151 members 
Entering Unmasked Estep 
Score: -13545.539062 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -13545.54 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13628.563477 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -13628.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13672.532227 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -13672.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13713.630859 Penalty: 525.201111
	Iteration 3F: 3 clusters Score -13713.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13747.651367 Penalty: 525.201111
	Iteration 4F: 3 clusters Score -13747.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13768.806641 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -13768.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13783.063477 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -13783.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13788.472656 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -13788.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13789.056641 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -13789.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13789.056641 Penalty: 525.201111
	Iteration 9F: 3 clusters Score -13789.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -13303.219727 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -13303.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12970.245117 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -12970.25 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13050.850586 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -13050.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13069.844727 Penalty: 519.347046
	Iteration 2Q: 3 clusters Score -13069.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13081.648438 Penalty: 519.347046
	Iteration 3Q: 3 clusters Score -13081.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13088.803711 Penalty: 519.347046
	Iteration 4Q: 3 clusters Score -13088.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13093.619141 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -13093.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13099.330078 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -13099.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13107.508789 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -13107.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13118.386719 Penalty: 519.347046
	Iteration 8Q: 3 clusters Score -13118.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13144.623047 Penalty: 519.347046
	Iteration 9Q: 3 clusters Score -13144.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13156.310547 Penalty: 519.347046
	Iteration 10Q: 3 clusters Score -13156.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13162.677734 Penalty: 519.347046
	Iteration 11Q: 3 clusters Score -13162.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13164.956055 Penalty: 519.347046
	Iteration 12Q: 3 clusters Score -13164.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13167.583008 Penalty: 519.347046
	Iteration 13Q: 3 clusters Score -13167.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13167.583008 Penalty: 519.347046
	Iteration 14F: 3 clusters Score -13167.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Entering Unmasked Estep 
Score: -350436.156250 Penalty: 403.461548
	Iteration 0F: 2 clusters Score -350436.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -345667.812500 Penalty: 806.923096
	Iteration 0F: 3 clusters Score -345667.8 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -347855.406250 Penalty: 806.923096
	Iteration 1F: 3 clusters Score -347855.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -348385.625000 Penalty: 806.923096
	Iteration 2F: 3 clusters Score -348385.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -349036.406250 Penalty: 806.923096
	Iteration 3F: 3 clusters Score -349036.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -349622.312500 Penalty: 806.923096
	Iteration 4F: 3 clusters Score -349622.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -349952.625000 Penalty: 806.923096
	Iteration 5Q: 3 clusters Score -349952.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -350071.375000 Penalty: 806.923096
	Iteration 6Q: 3 clusters Score -350071.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -350095.343750 Penalty: 806.923096
	Iteration 7Q: 3 clusters Score -350095.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -350104.718750 Penalty: 806.923096
	Iteration 8Q: 3 clusters Score -350104.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -350110.906250 Penalty: 806.923096
	Iteration 9Q: 3 clusters Score -350110.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -350114.250000 Penalty: 806.923096
	Iteration 10Q: 3 clusters Score -350114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -350116.031250 Penalty: 806.923096
	Iteration 11Q: 3 clusters Score -350116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -350118.656250 Penalty: 806.923096
	Iteration 12Q: 3 clusters Score -350118.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -350123.937500 Penalty: 806.923096
	Iteration 13Q: 3 clusters Score -350123.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -350127.781250 Penalty: 806.923096
	Iteration 14Q: 3 clusters Score -350127.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -350128.562500 Penalty: 806.923096
	Iteration 15Q: 3 clusters Score -350128.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -350128.562500 Penalty: 806.923096
	Iteration 16F: 3 clusters Score -350128.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6167.205078 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6167.205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5921.895508 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -5921.896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5962.193848 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -5962.194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5970.765137 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -5970.765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5973.029785 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -5973.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5976.017090 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -5976.017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5979.388184 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -5979.388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5979.388184 Penalty: 442.945648
	Iteration 6F: 3 clusters Score -5979.388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -10890.218750 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -10890.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10561.253906 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -10561.25 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10640.302734 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -10640.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10669.155273 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -10669.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10678.677734 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -10678.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10688.194336 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -10688.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10692.125000 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -10692.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10695.968750 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -10695.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10699.413086 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -10699.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10703.649414 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -10703.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10706.365234 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -10706.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10706.831055 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -10706.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10706.831055 Penalty: 500.614502
	Iteration 11F: 3 clusters Score -10706.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Entering Unmasked Estep 
Score: -616514.812500 Penalty: 423.555756
	Iteration 0F: 2 clusters Score -616514.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -609077.250000 Penalty: 847.111511
	Iteration 0F: 3 clusters Score -609077.2 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -612061.375000 Penalty: 847.111511
	Iteration 1F: 3 clusters Score -612061.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -612250.000000 Penalty: 847.111511
	Iteration 2Q: 3 clusters Score -612250 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -612474.937500 Penalty: 847.111511
	Iteration 3Q: 3 clusters Score -612474.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -612841.687500 Penalty: 847.111511
	Iteration 4F: 3 clusters Score -612841.7 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -613455.250000 Penalty: 847.111511
	Iteration 5F: 3 clusters Score -613455.2 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -614213.125000 Penalty: 847.111511
	Iteration 6F: 3 clusters Score -614213.1 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -614980.187500 Penalty: 847.111511
	Iteration 7F: 3 clusters Score -614980.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -615537.250000 Penalty: 847.111511
	Iteration 8F: 3 clusters Score -615537.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -615910.000000 Penalty: 847.111511
	Iteration 9Q: 3 clusters Score -615910 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -616144.062500 Penalty: 847.111511
	Iteration 10Q: 3 clusters Score -616144.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -616248.187500 Penalty: 847.111511
	Iteration 11Q: 3 clusters Score -616248.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -616280.187500 Penalty: 847.111511
	Iteration 12Q: 3 clusters Score -616280.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -616291.250000 Penalty: 847.111511
	Iteration 13Q: 3 clusters Score -616291.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -616297.500000 Penalty: 847.111511
	Iteration 14Q: 3 clusters Score -616297.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -616302.562500 Penalty: 847.111511
	Iteration 15Q: 3 clusters Score -616302.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -616306.500000 Penalty: 847.111511
	Iteration 16Q: 3 clusters Score -616306.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -616308.500000 Penalty: 847.111511
	Iteration 17Q: 3 clusters Score -616308.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -616311.375000 Penalty: 847.111511
	Iteration 18Q: 3 clusters Score -616311.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -616314.687500 Penalty: 847.111511
	Iteration 19Q: 3 clusters Score -616314.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -616316.750000 Penalty: 847.111511
	Iteration 20F: 3 clusters Score -616316.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -616324.875000 Penalty: 847.111511
	Iteration 21Q: 3 clusters Score -616324.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -616327.500000 Penalty: 847.111511
	Iteration 22Q: 3 clusters Score -616327.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -616329.375000 Penalty: 847.111511
	Iteration 23Q: 3 clusters Score -616329.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -616332.562500 Penalty: 847.111511
	Iteration 24Q: 3 clusters Score -616332.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -616335.562500 Penalty: 847.111511
	Iteration 25Q: 3 clusters Score -616335.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -616336.500000 Penalty: 847.111511
	Iteration 26Q: 3 clusters Score -616336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -616335.687500 Penalty: 847.111511
	Iteration 27Q: 3 clusters Score -616335.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -616336.750000 Penalty: 847.111511
	Iteration 28Q: 3 clusters Score -616336.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -616336.875000 Penalty: 847.111511
	Iteration 29Q: 3 clusters Score -616336.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -616337.437500 Penalty: 847.111511
	Iteration 30Q: 3 clusters Score -616337.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -616339.687500 Penalty: 847.111511
	Iteration 31Q: 3 clusters Score -616339.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -616341.812500 Penalty: 847.111511
	Iteration 32Q: 3 clusters Score -616341.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -616341.750000 Penalty: 847.111511
	Iteration 33Q: 3 clusters Score -616341.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -616341.750000 Penalty: 847.111511
	Iteration 34F: 3 clusters Score -616341.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -15154.782227 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -15154.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14771.099609 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -14771.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14863.932617 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -14863.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14894.228516 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -14894.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14931.305664 Penalty: 531.762573
	Iteration 3F: 3 clusters Score -14931.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14950.316406 Penalty: 531.762573
	Iteration 4F: 3 clusters Score -14950.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14967.216797 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -14967.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14974.183594 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -14974.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14976.194336 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -14976.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14977.807617 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -14977.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14980.592773 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -14980.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14987.131836 Penalty: 531.762573
	Iteration 10Q: 3 clusters Score -14987.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14987.674805 Penalty: 531.762573
	Iteration 11Q: 3 clusters Score -14987.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14988.787109 Penalty: 531.762573
	Iteration 12Q: 3 clusters Score -14988.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14989.392578 Penalty: 531.762573
	Iteration 13Q: 3 clusters Score -14989.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14990.083984 Penalty: 531.762573
	Iteration 14Q: 3 clusters Score -14990.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14992.359375 Penalty: 531.762573
	Iteration 15Q: 3 clusters Score -14992.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14993.107422 Penalty: 531.762573
	Iteration 16Q: 3 clusters Score -14993.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14993.932617 Penalty: 531.762573
	Iteration 17Q: 3 clusters Score -14993.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14995.400391 Penalty: 531.762573
	Iteration 18Q: 3 clusters Score -14995.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14996.028320 Penalty: 531.762573
	Iteration 19Q: 3 clusters Score -14996.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14996.751953 Penalty: 531.762573
	Iteration 20F: 3 clusters Score -14996.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -157905.453125 Penalty: 361.538879
	Iteration 0F: 2 clusters Score -157905.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -155951.093750 Penalty: 723.077759
	Iteration 0F: 3 clusters Score -155951.1 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -156567.000000 Penalty: 723.077759
	Iteration 1F: 3 clusters Score -156567 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -156645.500000 Penalty: 723.077759
	Iteration 2F: 3 clusters Score -156645.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -156728.421875 Penalty: 723.077759
	Iteration 3F: 3 clusters Score -156728.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -156835.843750 Penalty: 723.077759
	Iteration 4F: 3 clusters Score -156835.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -156981.265625 Penalty: 723.077759
	Iteration 5F: 3 clusters Score -156981.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -157137.281250 Penalty: 723.077759
	Iteration 6F: 3 clusters Score -157137.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -157251.796875 Penalty: 723.077759
	Iteration 7F: 3 clusters Score -157251.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -157353.656250 Penalty: 723.077759
	Iteration 8Q: 3 clusters Score -157353.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -157437.421875 Penalty: 723.077759
	Iteration 9Q: 3 clusters Score -157437.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -157492.109375 Penalty: 723.077759
	Iteration 10Q: 3 clusters Score -157492.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -157516.734375 Penalty: 723.077759
	Iteration 11Q: 3 clusters Score -157516.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -157533.312500 Penalty: 723.077759
	Iteration 12Q: 3 clusters Score -157533.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -157550.468750 Penalty: 723.077759
	Iteration 13Q: 3 clusters Score -157550.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -157559.265625 Penalty: 723.077759
	Iteration 14Q: 3 clusters Score -157559.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -157565.593750 Penalty: 723.077759
	Iteration 15Q: 3 clusters Score -157565.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -157570.281250 Penalty: 723.077759
	Iteration 16Q: 3 clusters Score -157570.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -157579.562500 Penalty: 723.077759
	Iteration 17Q: 3 clusters Score -157579.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -157584.265625 Penalty: 723.077759
	Iteration 18Q: 3 clusters Score -157584.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -157587.468750 Penalty: 723.077759
	Iteration 19Q: 3 clusters Score -157587.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -157592.984375 Penalty: 723.077759
	Iteration 20F: 3 clusters Score -157593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -157596.312500 Penalty: 723.077759
	Iteration 21Q: 3 clusters Score -157596.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -157596.312500 Penalty: 723.077759
	Iteration 22F: 3 clusters Score -157596.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3614.641846 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3614.642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3429.991455 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3429.991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3455.881836 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3455.882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3478.028564 Penalty: 389.176636
	Iteration 2F: 3 clusters Score -3478.029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3480.634766 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -3480.635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3480.634766 Penalty: 389.176636
	Iteration 4F: 3 clusters Score -3480.635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9595.695312 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9595.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9275.665039 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9275.665 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9358.827148 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9358.827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9388.103516 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -9388.104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9403.025391 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -9403.025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9404.979492 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -9404.979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9407.081055 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -9407.081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9407.460938 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -9407.461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9407.460938 Penalty: 496.822296
	Iteration 7F: 3 clusters Score -9407.461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -6257.069824 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -6257.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6040.009277 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -6040.009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6080.750488 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -6080.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6085.491211 Penalty: 456.572449
	Iteration 2Q: 3 clusters Score -6085.491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6091.598145 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -6091.598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6104.286621 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -6104.287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6106.422852 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -6106.423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6111.801270 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -6111.801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6113.297852 Penalty: 456.572449
	Iteration 7Q: 3 clusters Score -6113.298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6113.297852 Penalty: 456.572449
	Iteration 8F: 3 clusters Score -6113.298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -12975.207031 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -12975.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12644.356445 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -12644.36 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12746.973633 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -12746.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12772.014648 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -12772.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12785.348633 Penalty: 515.959167
	Iteration 3Q: 3 clusters Score -12785.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12788.242188 Penalty: 515.959167
	Iteration 4Q: 3 clusters Score -12788.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12789.295898 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -12789.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12790.492188 Penalty: 515.959167
	Iteration 6Q: 3 clusters Score -12790.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12791.459961 Penalty: 515.959167
	Iteration 7Q: 3 clusters Score -12791.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12792.181641 Penalty: 515.959167
	Iteration 8Q: 3 clusters Score -12792.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12793.653320 Penalty: 515.959167
	Iteration 9Q: 3 clusters Score -12793.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12793.653320 Penalty: 515.959167
	Iteration 10F: 3 clusters Score -12793.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -7115.909180 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -7115.909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6849.217285 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -6849.217 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6892.299805 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -6892.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6909.437500 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -6909.438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6915.095215 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -6915.095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6918.606445 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -6918.606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6923.547852 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -6923.548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6929.438965 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -6929.439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6933.483887 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -6933.484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6937.812500 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -6937.812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6939.971191 Penalty: 470.514038
	Iteration 9Q: 3 clusters Score -6939.971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6941.604492 Penalty: 470.514038
	Iteration 10Q: 3 clusters Score -6941.604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6942.247559 Penalty: 470.514038
	Iteration 11Q: 3 clusters Score -6942.248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6942.247559 Penalty: 470.514038
	Iteration 12F: 3 clusters Score -6942.248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -5998.882812 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -5998.883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5782.860840 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -5782.861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5862.432617 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -5862.433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5886.557129 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -5886.557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5901.612793 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -5901.613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5911.443848 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -5911.444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5912.100098 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -5912.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5912.100098 Penalty: 456.572449
	Iteration 6F: 3 clusters Score -5912.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280360 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3476 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 7645 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46759 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150605 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469754.000000 Penalty: 24005.757812
Iteration 279Q: 41 clusters Score -2.746975e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280379 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3474 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 7671 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46761 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150552 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11043 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469740.000000 Penalty: 24005.757812
Iteration 280F: 41 clusters Score -2.746974e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280402 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3474 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2161 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 7688 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46765 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150501 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11047 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469710.000000 Penalty: 24005.757812
Iteration 281Q: 41 clusters Score -2.746971e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280419 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3474 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2163 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 7704 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46768 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150457 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11053 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469720.000000 Penalty: 24005.757812
Iteration 282Q: 41 clusters Score -2.746972e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280438 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3473 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2163 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 7724 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46771 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150413 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11056 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469720.000000 Penalty: 24005.757812
Iteration 283Q: 41 clusters Score -2.746972e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280456 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3472 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2163 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 7737 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46774 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150374 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11062 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2823 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469676.000000 Penalty: 24005.757812
Iteration 284Q: 41 clusters Score -2.746968e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280473 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3471 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 7757 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46775 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150331 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11066 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469688.000000 Penalty: 24005.757812
Iteration 285Q: 41 clusters Score -2.746969e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280497 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3470 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46777 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150280 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11073 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2823 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469674.000000 Penalty: 24005.757812
Iteration 286Q: 41 clusters Score -2.746967e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280526 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2165 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 7798 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46780 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150226 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11082 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2821 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469640.000000 Penalty: 24005.757812
Iteration 287Q: 41 clusters Score -2.746964e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280554 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 7819 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46779 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150176 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11089 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2819 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469650.000000 Penalty: 24005.757812
Iteration 288Q: 41 clusters Score -2.746965e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280572 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3460 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 7832 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46782 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150139 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11093 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2818 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469660.000000 Penalty: 24005.757812
Iteration 289Q: 41 clusters Score -2.746966e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280585 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3459 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 7845 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46787 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1640 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150104 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11098 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2818 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469616.000000 Penalty: 24005.757812
Iteration 290Q: 41 clusters Score -2.746962e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280594 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3459 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 7861 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46793 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150068 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11103 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2817 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469638.000000 Penalty: 24005.757812
Iteration 291Q: 41 clusters Score -2.746964e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280599 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3459 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 7881 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46800 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150033 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11105 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2818 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469632.000000 Penalty: 24005.757812
Iteration 292Q: 41 clusters Score -2.746963e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280614 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3458 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 7893 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46804 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 150002 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11105 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2819 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469654.000000 Penalty: 24005.757812
Iteration 293Q: 41 clusters Score -2.746965e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280645 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3458 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 7898 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46802 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149966 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11106 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2819 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469662.000000 Penalty: 24005.757812
Iteration 294Q: 41 clusters Score -2.746966e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280674 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3454 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46801 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149936 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11106 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2818 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469668.000000 Penalty: 24005.757812
Iteration 295Q: 41 clusters Score -2.746967e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280698 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 7913 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46802 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149909 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7095 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11107 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2817 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469644.000000 Penalty: 24005.757812
Iteration 296Q: 41 clusters Score -2.746964e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280723 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 7919 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46803 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149880 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7096 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11109 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2817 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469640.000000 Penalty: 24005.757812
Iteration 297Q: 41 clusters Score -2.746964e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280742 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 7931 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46802 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149848 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7098 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11111 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2816 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469674.000000 Penalty: 24005.757812
Iteration 298Q: 41 clusters Score -2.746967e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280748 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 7947 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46802 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149819 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7099 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11115 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2817 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469642.000000 Penalty: 24005.757812
Iteration 299Q: 41 clusters Score -2.746964e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280759 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 7957 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46802 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149794 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7099 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11117 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2818 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469632.000000 Penalty: 24005.757812
Iteration 300F: 41 clusters Score -2.746963e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280765 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 7969 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46802 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149777 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7099 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11118 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2817 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469642.000000 Penalty: 24005.757812
Iteration 301Q: 41 clusters Score -2.746964e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280776 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1469 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46802 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149758 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7099 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11121 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2816 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469614.000000 Penalty: 24005.757812
Iteration 302Q: 41 clusters Score -2.746961e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280793 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 7991 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1468 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46801 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149729 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7099 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11124 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2816 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469604.000000 Penalty: 24005.757812
Iteration 303Q: 41 clusters Score -2.74696e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280798 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1467 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46801 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149707 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7099 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2816 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469632.000000 Penalty: 24005.757812
Iteration 304Q: 41 clusters Score -2.746963e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280803 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1467 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46798 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149686 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7099 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11134 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2816 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469618.000000 Penalty: 24005.757812
Iteration 305Q: 41 clusters Score -2.746962e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280812 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 8028 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1467 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46797 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149663 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7099 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11138 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2815 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469648.000000 Penalty: 24005.757812
Iteration 306Q: 41 clusters Score -2.746965e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280811 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8032 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1467 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46796 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149655 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7099 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11144 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2813 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469648.000000 Penalty: 24005.757812
Iteration 307Q: 41 clusters Score -2.746965e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280807 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8037 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1467 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46796 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149644 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7099 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11152 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2813 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469642.000000 Penalty: 24005.757812
Iteration 308Q: 41 clusters Score -2.746964e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280807 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 8042 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1467 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46798 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149632 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7099 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11160 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2813 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469624.000000 Penalty: 24005.757812
Iteration 309Q: 41 clusters Score -2.746962e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280808 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8049 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1467 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46801 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149616 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7099 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11166 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2813 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469630.000000 Penalty: 24005.757812
Iteration 310Q: 41 clusters Score -2.746963e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280807 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8054 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1467 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46804 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149599 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7099 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11176 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2813 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469656.000000 Penalty: 24005.757812
Iteration 311Q: 41 clusters Score -2.746966e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280804 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8061 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46804 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149584 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11187 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2813 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469650.000000 Penalty: 24005.757812
Iteration 312Q: 41 clusters Score -2.746965e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280808 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8066 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46804 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149566 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2811 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469652.000000 Penalty: 24005.757812
Iteration 313Q: 41 clusters Score -2.746965e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280809 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8074 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46805 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149544 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11209 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2811 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469638.000000 Penalty: 24005.757812
Iteration 314Q: 41 clusters Score -2.746964e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280813 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8080 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46809 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149519 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11220 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2811 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469644.000000 Penalty: 24005.757812
Iteration 315Q: 41 clusters Score -2.746964e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280831 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8084 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46809 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149490 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11227 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2810 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469656.000000 Penalty: 24005.757812
Iteration 316Q: 41 clusters Score -2.746966e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280847 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8084 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46809 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149463 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11238 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2810 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469630.000000 Penalty: 24005.757812
Iteration 317Q: 41 clusters Score -2.746963e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280863 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8090 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46809 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149431 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11248 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2810 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469600.000000 Penalty: 24005.757812
Iteration 318Q: 41 clusters Score -2.74696e+07 nChanged 53
Entering ConstructFrom: 
Score: -27469600.000000 Penalty: 24005.757812
Entering ConstructFrom: 
Trying to split cluster 1 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13149.570312 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13149.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12816.376953 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12816.38 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12896.793945 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12896.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12927.020508 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12927.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12944.806641 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -12944.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12979.013672 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -12979.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13008.960938 Penalty: 510.461945
	Iteration 5F: 3 clusters Score -13008.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13047.888672 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -13047.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13084.337891 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -13084.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13092.365234 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -13092.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13095.552734 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -13095.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13097.952148 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -13097.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13099.173828 Penalty: 510.461945
	Iteration 11Q: 3 clusters Score -13099.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13101.469727 Penalty: 510.461945
	Iteration 12Q: 3 clusters Score -13101.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13102.495117 Penalty: 510.461945
	Iteration 13Q: 3 clusters Score -13102.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13103.970703 Penalty: 510.461945
	Iteration 14Q: 3 clusters Score -13103.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13103.970703 Penalty: 510.461945
	Iteration 15F: 3 clusters Score -13103.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Entering Unmasked Estep 
Score: -206704.796875 Penalty: 378.369415
	Iteration 0F: 2 clusters Score -206704.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -203892.921875 Penalty: 756.738831
	Iteration 0F: 3 clusters Score -203892.9 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -204894.843750 Penalty: 756.738831
	Iteration 1F: 3 clusters Score -204894.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -205009.437500 Penalty: 756.738831
	Iteration 2F: 3 clusters Score -205009.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -205108.515625 Penalty: 756.738831
	Iteration 3F: 3 clusters Score -205108.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -205213.578125 Penalty: 756.738831
	Iteration 4F: 3 clusters Score -205213.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -205348.234375 Penalty: 756.738831
	Iteration 5F: 3 clusters Score -205348.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -205480.546875 Penalty: 756.738831
	Iteration 6F: 3 clusters Score -205480.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -205605.734375 Penalty: 756.738831
	Iteration 7Q: 3 clusters Score -205605.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -205719.312500 Penalty: 756.738831
	Iteration 8Q: 3 clusters Score -205719.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -205827.562500 Penalty: 756.738831
	Iteration 9Q: 3 clusters Score -205827.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -205931.421875 Penalty: 756.738831
	Iteration 10Q: 3 clusters Score -205931.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -206043.312500 Penalty: 756.738831
	Iteration 11Q: 3 clusters Score -206043.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -206135.750000 Penalty: 756.738831
	Iteration 12Q: 3 clusters Score -206135.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -206222.703125 Penalty: 756.738831
	Iteration 13Q: 3 clusters Score -206222.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -206278.140625 Penalty: 756.738831
	Iteration 14Q: 3 clusters Score -206278.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -206325.656250 Penalty: 756.738831
	Iteration 15Q: 3 clusters Score -206325.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -206377.328125 Penalty: 756.738831
	Iteration 16Q: 3 clusters Score -206377.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -206416.140625 Penalty: 756.738831
	Iteration 17Q: 3 clusters Score -206416.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -206452.093750 Penalty: 756.738831
	Iteration 18Q: 3 clusters Score -206452.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -206477.093750 Penalty: 756.738831
	Iteration 19Q: 3 clusters Score -206477.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -206497.625000 Penalty: 756.738831
	Iteration 20F: 3 clusters Score -206497.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -206528.187500 Penalty: 756.738831
	Iteration 21Q: 3 clusters Score -206528.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -206567.234375 Penalty: 756.738831
	Iteration 22Q: 3 clusters Score -206567.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -206602.109375 Penalty: 756.738831
	Iteration 23Q: 3 clusters Score -206602.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -206621.765625 Penalty: 756.738831
	Iteration 24Q: 3 clusters Score -206621.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -206627.203125 Penalty: 756.738831
	Iteration 25Q: 3 clusters Score -206627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -206628.187500 Penalty: 756.738831
	Iteration 26Q: 3 clusters Score -206628.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -206628.187500 Penalty: 756.738831
	Iteration 27F: 3 clusters Score -206628.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (280879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280879 members 
Entering Unmasked Estep 
Score: -14903605.000000 Penalty: 570.828369
	Iteration 0F: 2 clusters Score -1.49036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140624 members 
Mstep: Class 2 contains 140255 members 
Entering Unmasked Estep 
Score: -14716935.000000 Penalty: 1141.656738
	Iteration 0F: 3 clusters Score -1.471694e+07 nChanged 138776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147284 members 
Mstep: Class 2 contains 133595 members 
Entering Unmasked Estep 
Score: -14803375.000000 Penalty: 1141.656738
	Iteration 1F: 3 clusters Score -1.480338e+07 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151999 members 
Mstep: Class 2 contains 128880 members 
Entering Unmasked Estep 
Score: -14807497.000000 Penalty: 1141.656738
	Iteration 2Q: 3 clusters Score -1.48075e+07 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158812 members 
Mstep: Class 2 contains 122067 members 
Entering Unmasked Estep 
Score: -14813682.000000 Penalty: 1141.656738
	Iteration 3Q: 3 clusters Score -1.481368e+07 nChanged 15972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168244 members 
Mstep: Class 2 contains 112635 members 
Entering Unmasked Estep 
Score: -14823786.000000 Penalty: 1141.656738
	Iteration 4F: 3 clusters Score -1.482379e+07 nChanged 18394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179336 members 
Mstep: Class 2 contains 101543 members 
Entering Unmasked Estep 
Score: -14837560.000000 Penalty: 1141.656738
	Iteration 5F: 3 clusters Score -1.483756e+07 nChanged 18594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189700 members 
Mstep: Class 2 contains 91179 members 
Entering Unmasked Estep 
Score: -14853189.000000 Penalty: 1141.656738
	Iteration 6F: 3 clusters Score -1.485319e+07 nChanged 16365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197349 members 
Mstep: Class 2 contains 83530 members 
Entering Unmasked Estep 
Score: -14864390.000000 Penalty: 1141.656738
	Iteration 7F: 3 clusters Score -1.486439e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203005 members 
Mstep: Class 2 contains 77874 members 
Entering Unmasked Estep 
Score: -14869724.000000 Penalty: 1141.656738
	Iteration 8Q: 3 clusters Score -1.486972e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208156 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -14872041.000000 Penalty: 1141.656738
	Iteration 9Q: 3 clusters Score -1.487204e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213266 members 
Mstep: Class 2 contains 67613 members 
Entering Unmasked Estep 
Score: -14873730.000000 Penalty: 1141.656738
	Iteration 10Q: 3 clusters Score -1.487373e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218127 members 
Mstep: Class 2 contains 62752 members 
Entering Unmasked Estep 
Score: -14875296.000000 Penalty: 1141.656738
	Iteration 11Q: 3 clusters Score -1.48753e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222906 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -14876742.000000 Penalty: 1141.656738
	Iteration 12Q: 3 clusters Score -1.487674e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227529 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -14878106.000000 Penalty: 1141.656738
	Iteration 13Q: 3 clusters Score -1.487811e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231917 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -14879587.000000 Penalty: 1141.656738
	Iteration 14Q: 3 clusters Score -1.487959e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236165 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -14880985.000000 Penalty: 1141.656738
	Iteration 15Q: 3 clusters Score -1.488098e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240271 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -14882318.000000 Penalty: 1141.656738
	Iteration 16Q: 3 clusters Score -1.488232e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244309 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -14883826.000000 Penalty: 1141.656738
	Iteration 17Q: 3 clusters Score -1.488383e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248382 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -14885490.000000 Penalty: 1141.656738
	Iteration 18Q: 3 clusters Score -1.488549e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252398 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -14887191.000000 Penalty: 1141.656738
	Iteration 19Q: 3 clusters Score -1.488719e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256349 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -14888913.000000 Penalty: 1141.656738
	Iteration 20F: 3 clusters Score -1.488891e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260081 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -14890585.000000 Penalty: 1141.656738
	Iteration 21Q: 3 clusters Score -1.489058e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263609 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -14892473.000000 Penalty: 1141.656738
	Iteration 22Q: 3 clusters Score -1.489247e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266809 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -14894830.000000 Penalty: 1141.656738
	Iteration 23Q: 3 clusters Score -1.489483e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269703 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -14897286.000000 Penalty: 1141.656738
	Iteration 24Q: 3 clusters Score -1.489729e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272316 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -14899136.000000 Penalty: 1141.656738
	Iteration 25Q: 3 clusters Score -1.489914e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274526 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -14900515.000000 Penalty: 1141.656738
	Iteration 26Q: 3 clusters Score -1.490052e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276298 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -14901442.000000 Penalty: 1141.656738
	Iteration 27Q: 3 clusters Score -1.490144e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277631 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -14902025.000000 Penalty: 1141.656738
	Iteration 28Q: 3 clusters Score -1.490202e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278612 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -14902437.000000 Penalty: 1141.656738
	Iteration 29Q: 3 clusters Score -1.490244e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279278 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -14902763.000000 Penalty: 1141.656738
	Iteration 30Q: 3 clusters Score -1.490276e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279705 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -14902892.000000 Penalty: 1141.656738
	Iteration 31Q: 3 clusters Score -1.490289e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279993 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -14902964.000000 Penalty: 1141.656738
	Iteration 32Q: 3 clusters Score -1.490296e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280199 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -14903001.000000 Penalty: 1141.656738
	Iteration 33Q: 3 clusters Score -1.4903e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280342 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -14903049.000000 Penalty: 1141.656738
	Iteration 34Q: 3 clusters Score -1.490305e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280450 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -14903110.000000 Penalty: 1141.656738
	Iteration 35Q: 3 clusters Score -1.490311e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280510 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -14903124.000000 Penalty: 1141.656738
	Iteration 36Q: 3 clusters Score -1.490312e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280553 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -14903141.000000 Penalty: 1141.656738
	Iteration 37Q: 3 clusters Score -1.490314e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280584 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -14903160.000000 Penalty: 1141.656738
	Iteration 38Q: 3 clusters Score -1.490316e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280599 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -14903144.000000 Penalty: 1141.656738
	Iteration 39Q: 3 clusters Score -1.490314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280607 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -14903148.000000 Penalty: 1141.656738
	Iteration 40F: 3 clusters Score -1.490315e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280622 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -14903131.000000 Penalty: 1141.656738
	Iteration 41Q: 3 clusters Score -1.490313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280632 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -14903138.000000 Penalty: 1141.656738
	Iteration 42Q: 3 clusters Score -1.490314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280638 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -14903142.000000 Penalty: 1141.656738
	Iteration 43Q: 3 clusters Score -1.490314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280648 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -14903141.000000 Penalty: 1141.656738
	Iteration 44Q: 3 clusters Score -1.490314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280653 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14903142.000000 Penalty: 1141.656738
	Iteration 45Q: 3 clusters Score -1.490314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280659 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14903145.000000 Penalty: 1141.656738
	Iteration 46Q: 3 clusters Score -1.490314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280662 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -14903148.000000 Penalty: 1141.656738
	Iteration 47Q: 3 clusters Score -1.490315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280663 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14903144.000000 Penalty: 1141.656738
	Iteration 48Q: 3 clusters Score -1.490314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280665 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -14903150.000000 Penalty: 1141.656738
	Iteration 49Q: 3 clusters Score -1.490315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280665 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -14903150.000000 Penalty: 1141.656738
	Iteration 50F: 3 clusters Score -1.490315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -6268.913574 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -6268.914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6044.624023 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -6044.624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6089.687500 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -6089.688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6095.485840 Penalty: 443.642975
	Iteration 2Q: 3 clusters Score -6095.486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6099.844238 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -6099.844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6104.019043 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -6104.019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6104.019043 Penalty: 443.642975
	Iteration 5F: 3 clusters Score -6104.019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -49898.242188 Penalty: 312.445465
	Iteration 0F: 2 clusters Score -49898.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -49123.648438 Penalty: 624.890930
	Iteration 0F: 3 clusters Score -49123.65 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -49334.027344 Penalty: 624.890930
	Iteration 1F: 3 clusters Score -49334.03 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -49379.429688 Penalty: 624.890930
	Iteration 2F: 3 clusters Score -49379.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -49418.351562 Penalty: 624.890930
	Iteration 3F: 3 clusters Score -49418.35 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -49457.757812 Penalty: 624.890930
	Iteration 4Q: 3 clusters Score -49457.76 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -49504.187500 Penalty: 624.890930
	Iteration 5Q: 3 clusters Score -49504.19 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -49537.203125 Penalty: 624.890930
	Iteration 6Q: 3 clusters Score -49537.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -49573.363281 Penalty: 624.890930
	Iteration 7Q: 3 clusters Score -49573.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -49594.648438 Penalty: 624.890930
	Iteration 8Q: 3 clusters Score -49594.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -49604.042969 Penalty: 624.890930
	Iteration 9Q: 3 clusters Score -49604.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -49612.953125 Penalty: 624.890930
	Iteration 10Q: 3 clusters Score -49612.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -49631.308594 Penalty: 624.890930
	Iteration 11Q: 3 clusters Score -49631.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -49645.976562 Penalty: 624.890930
	Iteration 12Q: 3 clusters Score -49645.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -49658.843750 Penalty: 624.890930
	Iteration 13Q: 3 clusters Score -49658.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -49664.980469 Penalty: 624.890930
	Iteration 14Q: 3 clusters Score -49664.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -49669.367188 Penalty: 624.890930
	Iteration 15Q: 3 clusters Score -49669.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -49674.320312 Penalty: 624.890930
	Iteration 16Q: 3 clusters Score -49674.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -49677.648438 Penalty: 624.890930
	Iteration 17Q: 3 clusters Score -49677.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -49679.636719 Penalty: 624.890930
	Iteration 18Q: 3 clusters Score -49679.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -49680.781250 Penalty: 624.890930
	Iteration 19Q: 3 clusters Score -49680.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -49681.492188 Penalty: 624.890930
	Iteration 20F: 3 clusters Score -49681.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -49682.910156 Penalty: 624.890930
	Iteration 21Q: 3 clusters Score -49682.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -49683.902344 Penalty: 624.890930
	Iteration 22Q: 3 clusters Score -49683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -49684.593750 Penalty: 624.890930
	Iteration 23Q: 3 clusters Score -49684.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -49685.171875 Penalty: 624.890930
	Iteration 24Q: 3 clusters Score -49685.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -49686.203125 Penalty: 624.890930
	Iteration 25Q: 3 clusters Score -49686.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -49686.296875 Penalty: 624.890930
	Iteration 26Q: 3 clusters Score -49686.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -49686.296875 Penalty: 624.890930
	Iteration 27F: 3 clusters Score -49686.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -49717.796875 Penalty: 316.218475
	Iteration 0F: 2 clusters Score -49717.8 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 515 members 
Entering Unmasked Estep 
Score: -48877.593750 Penalty: 632.436951
	Iteration 0F: 3 clusters Score -48877.59 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -49086.738281 Penalty: 632.436951
	Iteration 1F: 3 clusters Score -49086.74 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -49153.242188 Penalty: 632.436951
	Iteration 2F: 3 clusters Score -49153.24 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -49225.527344 Penalty: 632.436951
	Iteration 3F: 3 clusters Score -49225.53 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -49286.363281 Penalty: 632.436951
	Iteration 4F: 3 clusters Score -49286.36 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -49338.417969 Penalty: 632.436951
	Iteration 5F: 3 clusters Score -49338.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -49381.457031 Penalty: 632.436951
	Iteration 6Q: 3 clusters Score -49381.46 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -49434.820312 Penalty: 632.436951
	Iteration 7F: 3 clusters Score -49434.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -49470.574219 Penalty: 632.436951
	Iteration 8Q: 3 clusters Score -49470.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -49498.300781 Penalty: 632.436951
	Iteration 9Q: 3 clusters Score -49498.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -49522.507812 Penalty: 632.436951
	Iteration 10Q: 3 clusters Score -49522.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -49534.367188 Penalty: 632.436951
	Iteration 11Q: 3 clusters Score -49534.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -49542.984375 Penalty: 632.436951
	Iteration 12Q: 3 clusters Score -49542.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -49556.785156 Penalty: 632.436951
	Iteration 13Q: 3 clusters Score -49556.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -49569.207031 Penalty: 632.436951
	Iteration 14Q: 3 clusters Score -49569.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -49575.773438 Penalty: 632.436951
	Iteration 15Q: 3 clusters Score -49575.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -49579.316406 Penalty: 632.436951
	Iteration 16Q: 3 clusters Score -49579.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -49580.363281 Penalty: 632.436951
	Iteration 17Q: 3 clusters Score -49580.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -49580.441406 Penalty: 632.436951
	Iteration 18Q: 3 clusters Score -49580.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -49580.441406 Penalty: 632.436951
	Iteration 19F: 3 clusters Score -49580.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -67184.687500 Penalty: 324.346588
	Iteration 0F: 2 clusters Score -67184.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -66214.000000 Penalty: 648.693176
	Iteration 0F: 3 clusters Score -66214 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -66528.945312 Penalty: 648.693176
	Iteration 1F: 3 clusters Score -66528.95 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -66580.773438 Penalty: 648.693176
	Iteration 2F: 3 clusters Score -66580.77 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -66616.335938 Penalty: 648.693176
	Iteration 3F: 3 clusters Score -66616.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -66655.500000 Penalty: 648.693176
	Iteration 4Q: 3 clusters Score -66655.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -66692.757812 Penalty: 648.693176
	Iteration 5Q: 3 clusters Score -66692.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -66719.015625 Penalty: 648.693176
	Iteration 6Q: 3 clusters Score -66719.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -66739.882812 Penalty: 648.693176
	Iteration 7Q: 3 clusters Score -66739.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -66762.437500 Penalty: 648.693176
	Iteration 8Q: 3 clusters Score -66762.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -66774.968750 Penalty: 648.693176
	Iteration 9Q: 3 clusters Score -66774.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -66784.289062 Penalty: 648.693176
	Iteration 10Q: 3 clusters Score -66784.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -66790.890625 Penalty: 648.693176
	Iteration 11Q: 3 clusters Score -66790.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -66793.992188 Penalty: 648.693176
	Iteration 12Q: 3 clusters Score -66793.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -66796.125000 Penalty: 648.693176
	Iteration 13Q: 3 clusters Score -66796.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -66800.054688 Penalty: 648.693176
	Iteration 14Q: 3 clusters Score -66800.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -66804.625000 Penalty: 648.693176
	Iteration 15Q: 3 clusters Score -66804.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -66809.656250 Penalty: 648.693176
	Iteration 16Q: 3 clusters Score -66809.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -66811.320312 Penalty: 648.693176
	Iteration 17Q: 3 clusters Score -66811.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -66813.312500 Penalty: 648.693176
	Iteration 18Q: 3 clusters Score -66813.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -66815.921875 Penalty: 648.693176
	Iteration 19Q: 3 clusters Score -66815.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66821.828125 Penalty: 648.693176
	Iteration 20F: 3 clusters Score -66821.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66827.015625 Penalty: 648.693176
	Iteration 21Q: 3 clusters Score -66827.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66829.132812 Penalty: 648.693176
	Iteration 22Q: 3 clusters Score -66829.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66830.648438 Penalty: 648.693176
	Iteration 23Q: 3 clusters Score -66830.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66833.570312 Penalty: 648.693176
	Iteration 24Q: 3 clusters Score -66833.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66836.742188 Penalty: 648.693176
	Iteration 25Q: 3 clusters Score -66836.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66836.953125 Penalty: 648.693176
	Iteration 26Q: 3 clusters Score -66836.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66836.953125 Penalty: 648.693176
	Iteration 27F: 3 clusters Score -66836.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Entering Unmasked Estep 
Score: -184092.640625 Penalty: 370.675293
	Iteration 0F: 2 clusters Score -184092.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -181741.421875 Penalty: 741.350586
	Iteration 0F: 3 clusters Score -181741.4 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -182762.078125 Penalty: 741.350586
	Iteration 1F: 3 clusters Score -182762.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -182968.906250 Penalty: 741.350586
	Iteration 2F: 3 clusters Score -182968.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -183158.718750 Penalty: 741.350586
	Iteration 3F: 3 clusters Score -183158.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -183258.625000 Penalty: 741.350586
	Iteration 4Q: 3 clusters Score -183258.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -183340.875000 Penalty: 741.350586
	Iteration 5Q: 3 clusters Score -183340.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -183397.656250 Penalty: 741.350586
	Iteration 6Q: 3 clusters Score -183397.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -183441.843750 Penalty: 741.350586
	Iteration 7Q: 3 clusters Score -183441.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -183477.953125 Penalty: 741.350586
	Iteration 8Q: 3 clusters Score -183478 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -183532.546875 Penalty: 741.350586
	Iteration 9Q: 3 clusters Score -183532.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -183592.296875 Penalty: 741.350586
	Iteration 10Q: 3 clusters Score -183592.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -183649.781250 Penalty: 741.350586
	Iteration 11Q: 3 clusters Score -183649.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -183705.578125 Penalty: 741.350586
	Iteration 12Q: 3 clusters Score -183705.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -183749.156250 Penalty: 741.350586
	Iteration 13Q: 3 clusters Score -183749.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -183782.140625 Penalty: 741.350586
	Iteration 14Q: 3 clusters Score -183782.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -183803.156250 Penalty: 741.350586
	Iteration 15Q: 3 clusters Score -183803.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -183812.062500 Penalty: 741.350586
	Iteration 16Q: 3 clusters Score -183812.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -183816.953125 Penalty: 741.350586
	Iteration 17Q: 3 clusters Score -183817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -183821.125000 Penalty: 741.350586
	Iteration 18Q: 3 clusters Score -183821.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -183823.640625 Penalty: 741.350586
	Iteration 19Q: 3 clusters Score -183823.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -183825.406250 Penalty: 741.350586
	Iteration 20F: 3 clusters Score -183825.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -183826.687500 Penalty: 741.350586
	Iteration 21Q: 3 clusters Score -183826.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -183828.484375 Penalty: 741.350586
	Iteration 22Q: 3 clusters Score -183828.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -183829.484375 Penalty: 741.350586
	Iteration 23Q: 3 clusters Score -183829.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -183829.921875 Penalty: 741.350586
	Iteration 24Q: 3 clusters Score -183829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -183830.562500 Penalty: 741.350586
	Iteration 25Q: 3 clusters Score -183830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -183831.281250 Penalty: 741.350586
	Iteration 26Q: 3 clusters Score -183831.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -183831.453125 Penalty: 741.350586
	Iteration 27Q: 3 clusters Score -183831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -183831.578125 Penalty: 741.350586
	Iteration 28Q: 3 clusters Score -183831.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -183831.578125 Penalty: 741.350586
	Iteration 29F: 3 clusters Score -183831.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -13096.467773 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -13096.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12777.394531 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -12777.39 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12848.838867 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -12848.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12862.572266 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -12862.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12873.111328 Penalty: 508.779846
	Iteration 3Q: 3 clusters Score -12873.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12881.412109 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -12881.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12883.904297 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -12883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12884.360352 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -12884.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12884.360352 Penalty: 508.779846
	Iteration 7F: 3 clusters Score -12884.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Entering Unmasked Estep 
Score: -119498.406250 Penalty: 349.720398
	Iteration 0F: 2 clusters Score -119498.4 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 1081 members 
Entering Unmasked Estep 
Score: -117980.070312 Penalty: 699.440796
	Iteration 0F: 3 clusters Score -117980.1 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -118503.890625 Penalty: 699.440796
	Iteration 1F: 3 clusters Score -118503.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -118591.039062 Penalty: 699.440796
	Iteration 2F: 3 clusters Score -118591 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -118668.132812 Penalty: 699.440796
	Iteration 3F: 3 clusters Score -118668.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -118756.453125 Penalty: 699.440796
	Iteration 4F: 3 clusters Score -118756.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -118852.117188 Penalty: 699.440796
	Iteration 5F: 3 clusters Score -118852.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -118950.937500 Penalty: 699.440796
	Iteration 6F: 3 clusters Score -118950.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -119033.617188 Penalty: 699.440796
	Iteration 7F: 3 clusters Score -119033.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -119076.570312 Penalty: 699.440796
	Iteration 8Q: 3 clusters Score -119076.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -119114.398438 Penalty: 699.440796
	Iteration 9Q: 3 clusters Score -119114.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -119132.296875 Penalty: 699.440796
	Iteration 10Q: 3 clusters Score -119132.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -119146.195312 Penalty: 699.440796
	Iteration 11Q: 3 clusters Score -119146.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -119153.265625 Penalty: 699.440796
	Iteration 12Q: 3 clusters Score -119153.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -119156.882812 Penalty: 699.440796
	Iteration 13Q: 3 clusters Score -119156.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -119158.570312 Penalty: 699.440796
	Iteration 14Q: 3 clusters Score -119158.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -119158.765625 Penalty: 699.440796
	Iteration 15Q: 3 clusters Score -119158.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -119159.164062 Penalty: 699.440796
	Iteration 16Q: 3 clusters Score -119159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -119159.140625 Penalty: 699.440796
	Iteration 17Q: 3 clusters Score -119159.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -119159.140625 Penalty: 699.440796
	Iteration 18F: 3 clusters Score -119159.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Entering Unmasked Estep 
Score: -110159.757812 Penalty: 348.147614
	Iteration 0F: 2 clusters Score -110159.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -108673.289062 Penalty: 696.295227
	Iteration 0F: 3 clusters Score -108673.3 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -109309.445312 Penalty: 696.295227
	Iteration 1F: 3 clusters Score -109309.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -109474.929688 Penalty: 696.295227
	Iteration 2F: 3 clusters Score -109474.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -109625.679688 Penalty: 696.295227
	Iteration 3F: 3 clusters Score -109625.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -109747.726562 Penalty: 696.295227
	Iteration 4F: 3 clusters Score -109747.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -109833.531250 Penalty: 696.295227
	Iteration 5F: 3 clusters Score -109833.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -109893.437500 Penalty: 696.295227
	Iteration 6Q: 3 clusters Score -109893.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -109919.390625 Penalty: 696.295227
	Iteration 7Q: 3 clusters Score -109919.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -109932.781250 Penalty: 696.295227
	Iteration 8Q: 3 clusters Score -109932.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -109937.882812 Penalty: 696.295227
	Iteration 9Q: 3 clusters Score -109937.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -109940.234375 Penalty: 696.295227
	Iteration 10Q: 3 clusters Score -109940.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -109943.351562 Penalty: 696.295227
	Iteration 11Q: 3 clusters Score -109943.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -109948.960938 Penalty: 696.295227
	Iteration 12Q: 3 clusters Score -109949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -109954.796875 Penalty: 696.295227
	Iteration 13Q: 3 clusters Score -109954.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -109957.687500 Penalty: 696.295227
	Iteration 14Q: 3 clusters Score -109957.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -109961.570312 Penalty: 696.295227
	Iteration 15Q: 3 clusters Score -109961.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -109963.164062 Penalty: 696.295227
	Iteration 16Q: 3 clusters Score -109963.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -109965.632812 Penalty: 696.295227
	Iteration 17Q: 3 clusters Score -109965.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -109967.156250 Penalty: 696.295227
	Iteration 18Q: 3 clusters Score -109967.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -109970.304688 Penalty: 696.295227
	Iteration 19Q: 3 clusters Score -109970.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -109971.648438 Penalty: 696.295227
	Iteration 20F: 3 clusters Score -109971.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -109972.414062 Penalty: 696.295227
	Iteration 21Q: 3 clusters Score -109972.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -109973.453125 Penalty: 696.295227
	Iteration 22Q: 3 clusters Score -109973.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -109974.781250 Penalty: 696.295227
	Iteration 23Q: 3 clusters Score -109974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -109975.234375 Penalty: 696.295227
	Iteration 24Q: 3 clusters Score -109975.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -109975.773438 Penalty: 696.295227
	Iteration 25Q: 3 clusters Score -109975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -109976.578125 Penalty: 696.295227
	Iteration 26Q: 3 clusters Score -109976.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -109978.554688 Penalty: 696.295227
	Iteration 27Q: 3 clusters Score -109978.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -109981.023438 Penalty: 696.295227
	Iteration 28Q: 3 clusters Score -109981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -109982.992188 Penalty: 696.295227
	Iteration 29Q: 3 clusters Score -109983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -109983.468750 Penalty: 696.295227
	Iteration 30Q: 3 clusters Score -109983.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -109985.367188 Penalty: 696.295227
	Iteration 31Q: 3 clusters Score -109985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -109988.031250 Penalty: 696.295227
	Iteration 32Q: 3 clusters Score -109988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -109988.960938 Penalty: 696.295227
	Iteration 33Q: 3 clusters Score -109989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -109989.656250 Penalty: 696.295227
	Iteration 34Q: 3 clusters Score -109989.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -109991.109375 Penalty: 696.295227
	Iteration 35Q: 3 clusters Score -109991.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -109992.843750 Penalty: 696.295227
	Iteration 36Q: 3 clusters Score -109992.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -109993.468750 Penalty: 696.295227
	Iteration 37Q: 3 clusters Score -109993.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -109993.648438 Penalty: 696.295227
	Iteration 38Q: 3 clusters Score -109993.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -109993.843750 Penalty: 696.295227
	Iteration 39Q: 3 clusters Score -109993.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -109993.843750 Penalty: 696.295227
	Iteration 40F: 3 clusters Score -109993.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Entering Unmasked Estep 
Score: -470453.062500 Penalty: 409.477051
	Iteration 0F: 2 clusters Score -470453.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -465018.312500 Penalty: 818.954102
	Iteration 0F: 3 clusters Score -465018.3 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -467082.562500 Penalty: 818.954102
	Iteration 1F: 3 clusters Score -467082.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -467253.656250 Penalty: 818.954102
	Iteration 2F: 3 clusters Score -467253.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -467459.406250 Penalty: 818.954102
	Iteration 3F: 3 clusters Score -467459.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -467705.312500 Penalty: 818.954102
	Iteration 4F: 3 clusters Score -467705.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -468018.250000 Penalty: 818.954102
	Iteration 5F: 3 clusters Score -468018.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -468392.562500 Penalty: 818.954102
	Iteration 6F: 3 clusters Score -468392.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -468704.968750 Penalty: 818.954102
	Iteration 7F: 3 clusters Score -468705 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -468866.843750 Penalty: 818.954102
	Iteration 8Q: 3 clusters Score -468866.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -468936.468750 Penalty: 818.954102
	Iteration 9Q: 3 clusters Score -468936.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -468966.437500 Penalty: 818.954102
	Iteration 10Q: 3 clusters Score -468966.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -468986.031250 Penalty: 818.954102
	Iteration 11Q: 3 clusters Score -468986 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -469005.375000 Penalty: 818.954102
	Iteration 12Q: 3 clusters Score -469005.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -469017.718750 Penalty: 818.954102
	Iteration 13Q: 3 clusters Score -469017.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -469023.812500 Penalty: 818.954102
	Iteration 14Q: 3 clusters Score -469023.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -469031.625000 Penalty: 818.954102
	Iteration 15Q: 3 clusters Score -469031.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -469042.375000 Penalty: 818.954102
	Iteration 16Q: 3 clusters Score -469042.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -469051.218750 Penalty: 818.954102
	Iteration 17Q: 3 clusters Score -469051.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -469064.562500 Penalty: 818.954102
	Iteration 18Q: 3 clusters Score -469064.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -469074.375000 Penalty: 818.954102
	Iteration 19Q: 3 clusters Score -469074.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -469087.281250 Penalty: 818.954102
	Iteration 20F: 3 clusters Score -469087.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -469096.062500 Penalty: 818.954102
	Iteration 21Q: 3 clusters Score -469096.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -469104.968750 Penalty: 818.954102
	Iteration 22Q: 3 clusters Score -469105 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -469109.812500 Penalty: 818.954102
	Iteration 23Q: 3 clusters Score -469109.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -469111.500000 Penalty: 818.954102
	Iteration 24Q: 3 clusters Score -469111.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -469113.250000 Penalty: 818.954102
	Iteration 25Q: 3 clusters Score -469113.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -469114.500000 Penalty: 818.954102
	Iteration 26Q: 3 clusters Score -469114.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -469117.593750 Penalty: 818.954102
	Iteration 27Q: 3 clusters Score -469117.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -469121.718750 Penalty: 818.954102
	Iteration 28Q: 3 clusters Score -469121.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -469123.875000 Penalty: 818.954102
	Iteration 29Q: 3 clusters Score -469123.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -469125.218750 Penalty: 818.954102
	Iteration 30Q: 3 clusters Score -469125.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -469127.468750 Penalty: 818.954102
	Iteration 31Q: 3 clusters Score -469127.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -469128.968750 Penalty: 818.954102
	Iteration 32Q: 3 clusters Score -469129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -469131.281250 Penalty: 818.954102
	Iteration 33Q: 3 clusters Score -469131.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -469132.343750 Penalty: 818.954102
	Iteration 34Q: 3 clusters Score -469132.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -469135.593750 Penalty: 818.954102
	Iteration 35Q: 3 clusters Score -469135.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -469137.531250 Penalty: 818.954102
	Iteration 36Q: 3 clusters Score -469137.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -469141.937500 Penalty: 818.954102
	Iteration 37Q: 3 clusters Score -469141.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -469143.718750 Penalty: 818.954102
	Iteration 38Q: 3 clusters Score -469143.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -469146.312500 Penalty: 818.954102
	Iteration 39Q: 3 clusters Score -469146.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -469148.281250 Penalty: 818.954102
	Iteration 40F: 3 clusters Score -469148.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -469152.687500 Penalty: 818.954102
	Iteration 41Q: 3 clusters Score -469152.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -469161.437500 Penalty: 818.954102
	Iteration 42Q: 3 clusters Score -469161.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -469171.687500 Penalty: 818.954102
	Iteration 43Q: 3 clusters Score -469171.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -469184.968750 Penalty: 818.954102
	Iteration 44Q: 3 clusters Score -469185 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -469201.312500 Penalty: 818.954102
	Iteration 45Q: 3 clusters Score -469201.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -469218.968750 Penalty: 818.954102
	Iteration 46Q: 3 clusters Score -469219 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -469229.250000 Penalty: 818.954102
	Iteration 47Q: 3 clusters Score -469229.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -469240.906250 Penalty: 818.954102
	Iteration 48Q: 3 clusters Score -469240.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -469249.093750 Penalty: 818.954102
	Iteration 49Q: 3 clusters Score -469249.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -469258.687500 Penalty: 818.954102
	Iteration 50Q: 3 clusters Score -469258.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -469265.531250 Penalty: 818.954102
	Iteration 51Q: 3 clusters Score -469265.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -469268.687500 Penalty: 818.954102
	Iteration 52Q: 3 clusters Score -469268.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -469271.687500 Penalty: 818.954102
	Iteration 53Q: 3 clusters Score -469271.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -469274.156250 Penalty: 818.954102
	Iteration 54Q: 3 clusters Score -469274.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -469276.937500 Penalty: 818.954102
	Iteration 55Q: 3 clusters Score -469276.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -469277.468750 Penalty: 818.954102
	Iteration 56Q: 3 clusters Score -469277.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -469280.656250 Penalty: 818.954102
	Iteration 57Q: 3 clusters Score -469280.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -469282.062500 Penalty: 818.954102
	Iteration 58Q: 3 clusters Score -469282.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -469284.343750 Penalty: 818.954102
	Iteration 59Q: 3 clusters Score -469284.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -469286.625000 Penalty: 818.954102
	Iteration 60F: 3 clusters Score -469286.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -469288.593750 Penalty: 818.954102
	Iteration 61Q: 3 clusters Score -469288.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -469291.687500 Penalty: 818.954102
	Iteration 62Q: 3 clusters Score -469291.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -469295.500000 Penalty: 818.954102
	Iteration 63Q: 3 clusters Score -469295.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -469301.562500 Penalty: 818.954102
	Iteration 64Q: 3 clusters Score -469301.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -469305.375000 Penalty: 818.954102
	Iteration 65Q: 3 clusters Score -469305.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -469312.156250 Penalty: 818.954102
	Iteration 66Q: 3 clusters Score -469312.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -469318.000000 Penalty: 818.954102
	Iteration 67Q: 3 clusters Score -469318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -469322.906250 Penalty: 818.954102
	Iteration 68Q: 3 clusters Score -469322.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -469328.781250 Penalty: 818.954102
	Iteration 69Q: 3 clusters Score -469328.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -469336.218750 Penalty: 818.954102
	Iteration 70Q: 3 clusters Score -469336.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -469342.781250 Penalty: 818.954102
	Iteration 71Q: 3 clusters Score -469342.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -469352.593750 Penalty: 818.954102
	Iteration 72Q: 3 clusters Score -469352.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -469360.187500 Penalty: 818.954102
	Iteration 73Q: 3 clusters Score -469360.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -469368.062500 Penalty: 818.954102
	Iteration 74Q: 3 clusters Score -469368.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -469376.375000 Penalty: 818.954102
	Iteration 75Q: 3 clusters Score -469376.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -469383.843750 Penalty: 818.954102
	Iteration 76Q: 3 clusters Score -469383.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -469392.031250 Penalty: 818.954102
	Iteration 77Q: 3 clusters Score -469392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -469395.593750 Penalty: 818.954102
	Iteration 78Q: 3 clusters Score -469395.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -469400.187500 Penalty: 818.954102
	Iteration 79Q: 3 clusters Score -469400.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -469402.656250 Penalty: 818.954102
	Iteration 80F: 3 clusters Score -469402.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -469405.906250 Penalty: 818.954102
	Iteration 81Q: 3 clusters Score -469405.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -469408.187500 Penalty: 818.954102
	Iteration 82Q: 3 clusters Score -469408.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -469410.593750 Penalty: 818.954102
	Iteration 83Q: 3 clusters Score -469410.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -469411.625000 Penalty: 818.954102
	Iteration 84Q: 3 clusters Score -469411.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -469412.187500 Penalty: 818.954102
	Iteration 85Q: 3 clusters Score -469412.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -469413.843750 Penalty: 818.954102
	Iteration 86Q: 3 clusters Score -469413.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -469415.812500 Penalty: 818.954102
	Iteration 87Q: 3 clusters Score -469415.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -469415.062500 Penalty: 818.954102
	Iteration 88Q: 3 clusters Score -469415.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -469416.562500 Penalty: 818.954102
	Iteration 89Q: 3 clusters Score -469416.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -469415.937500 Penalty: 818.954102
	Iteration 90Q: 3 clusters Score -469415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -469416.656250 Penalty: 818.954102
	Iteration 91Q: 3 clusters Score -469416.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -469416.093750 Penalty: 818.954102
	Iteration 92Q: 3 clusters Score -469416.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -469416.093750 Penalty: 818.954102
	Iteration 93Q: 3 clusters Score -469416.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -469416.437500 Penalty: 818.954102
	Iteration 94Q: 3 clusters Score -469416.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -469417.687500 Penalty: 818.954102
	Iteration 95Q: 3 clusters Score -469417.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -469417.500000 Penalty: 818.954102
	Iteration 96Q: 3 clusters Score -469417.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -469417.937500 Penalty: 818.954102
	Iteration 97Q: 3 clusters Score -469417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -469418.656250 Penalty: 818.954102
	Iteration 98Q: 3 clusters Score -469418.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -469418.656250 Penalty: 818.954102
	Iteration 99F: 3 clusters Score -469418.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -45176.156250 Penalty: 308.279175
	Iteration 0F: 2 clusters Score -45176.16 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 434 members 
Entering Unmasked Estep 
Score: -44448.847656 Penalty: 616.558350
	Iteration 0F: 3 clusters Score -44448.85 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -44642.972656 Penalty: 616.558350
	Iteration 1F: 3 clusters Score -44642.97 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -44698.050781 Penalty: 616.558350
	Iteration 2F: 3 clusters Score -44698.05 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -44748.722656 Penalty: 616.558350
	Iteration 3F: 3 clusters Score -44748.72 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -44787.882812 Penalty: 616.558350
	Iteration 4F: 3 clusters Score -44787.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -44816.500000 Penalty: 616.558350
	Iteration 5Q: 3 clusters Score -44816.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -44854.085938 Penalty: 616.558350
	Iteration 6Q: 3 clusters Score -44854.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -44878.062500 Penalty: 616.558350
	Iteration 7Q: 3 clusters Score -44878.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -44898.609375 Penalty: 616.558350
	Iteration 8Q: 3 clusters Score -44898.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -44910.910156 Penalty: 616.558350
	Iteration 9Q: 3 clusters Score -44910.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44919.496094 Penalty: 616.558350
	Iteration 10Q: 3 clusters Score -44919.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -44925.113281 Penalty: 616.558350
	Iteration 11Q: 3 clusters Score -44925.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44929.738281 Penalty: 616.558350
	Iteration 12Q: 3 clusters Score -44929.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44931.636719 Penalty: 616.558350
	Iteration 13Q: 3 clusters Score -44931.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44932.804688 Penalty: 616.558350
	Iteration 14Q: 3 clusters Score -44932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44932.910156 Penalty: 616.558350
	Iteration 15Q: 3 clusters Score -44932.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44933.480469 Penalty: 616.558350
	Iteration 16Q: 3 clusters Score -44933.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44934.171875 Penalty: 616.558350
	Iteration 17Q: 3 clusters Score -44934.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44934.757812 Penalty: 616.558350
	Iteration 18Q: 3 clusters Score -44934.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44935.234375 Penalty: 616.558350
	Iteration 19Q: 3 clusters Score -44935.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44936.187500 Penalty: 616.558350
	Iteration 20F: 3 clusters Score -44936.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44936.957031 Penalty: 616.558350
	Iteration 21Q: 3 clusters Score -44936.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44937.093750 Penalty: 616.558350
	Iteration 22Q: 3 clusters Score -44937.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44937.843750 Penalty: 616.558350
	Iteration 23Q: 3 clusters Score -44937.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44938.144531 Penalty: 616.558350
	Iteration 24Q: 3 clusters Score -44938.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -44939.011719 Penalty: 616.558350
	Iteration 25Q: 3 clusters Score -44939.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44940.476562 Penalty: 616.558350
	Iteration 26Q: 3 clusters Score -44940.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44940.671875 Penalty: 616.558350
	Iteration 27Q: 3 clusters Score -44940.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44940.671875 Penalty: 616.558350
	Iteration 28F: 3 clusters Score -44940.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -78340.210938 Penalty: 331.708313
	Iteration 0F: 2 clusters Score -78340.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -77263.968750 Penalty: 663.416626
	Iteration 0F: 3 clusters Score -77263.97 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -77624.585938 Penalty: 663.416626
	Iteration 1F: 3 clusters Score -77624.59 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -77701.117188 Penalty: 663.416626
	Iteration 2F: 3 clusters Score -77701.12 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -77764.789062 Penalty: 663.416626
	Iteration 3F: 3 clusters Score -77764.79 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -77819.562500 Penalty: 663.416626
	Iteration 4Q: 3 clusters Score -77819.56 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -77873.929688 Penalty: 663.416626
	Iteration 5Q: 3 clusters Score -77873.93 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -77929.585938 Penalty: 663.416626
	Iteration 6Q: 3 clusters Score -77929.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -77984.203125 Penalty: 663.416626
	Iteration 7Q: 3 clusters Score -77984.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -78039.484375 Penalty: 663.416626
	Iteration 8Q: 3 clusters Score -78039.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -78077.570312 Penalty: 663.416626
	Iteration 9Q: 3 clusters Score -78077.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -78099.875000 Penalty: 663.416626
	Iteration 10Q: 3 clusters Score -78099.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -78127.601562 Penalty: 663.416626
	Iteration 11Q: 3 clusters Score -78127.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -78135.671875 Penalty: 663.416626
	Iteration 12Q: 3 clusters Score -78135.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -78140.703125 Penalty: 663.416626
	Iteration 13Q: 3 clusters Score -78140.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -78143.406250 Penalty: 663.416626
	Iteration 14Q: 3 clusters Score -78143.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -78145.664062 Penalty: 663.416626
	Iteration 15Q: 3 clusters Score -78145.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -78146.734375 Penalty: 663.416626
	Iteration 16Q: 3 clusters Score -78146.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -78146.890625 Penalty: 663.416626
	Iteration 17Q: 3 clusters Score -78146.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -78148.335938 Penalty: 663.416626
	Iteration 18Q: 3 clusters Score -78148.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -78149.414062 Penalty: 663.416626
	Iteration 19Q: 3 clusters Score -78149.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -78149.570312 Penalty: 663.416626
	Iteration 20F: 3 clusters Score -78149.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -19698.521484 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -19698.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19288.214844 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -19288.21 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19372.896484 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -19372.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19396.187500 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -19396.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19416.677734 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -19416.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19426.667969 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -19426.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19440.369141 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -19440.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19452.181641 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -19452.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19456.843750 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -19456.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19473.574219 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -19473.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19487.718750 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -19487.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19493.179688 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -19493.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19494.082031 Penalty: 537.882507
	Iteration 11Q: 3 clusters Score -19494.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19494.082031 Penalty: 537.882507
	Iteration 12F: 3 clusters Score -19494.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -29150.263672 Penalty: 287.676697
	Iteration 0F: 2 clusters Score -29150.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28637.640625 Penalty: 575.353394
	Iteration 0F: 3 clusters Score -28637.64 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -28773.152344 Penalty: 575.353394
	Iteration 1F: 3 clusters Score -28773.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -28799.583984 Penalty: 575.353394
	Iteration 2F: 3 clusters Score -28799.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -28808.968750 Penalty: 575.353394
	Iteration 3Q: 3 clusters Score -28808.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -28813.855469 Penalty: 575.353394
	Iteration 4Q: 3 clusters Score -28813.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -28822.158203 Penalty: 575.353394
	Iteration 5Q: 3 clusters Score -28822.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28831.781250 Penalty: 575.353394
	Iteration 6Q: 3 clusters Score -28831.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -28840.599609 Penalty: 575.353394
	Iteration 7Q: 3 clusters Score -28840.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -28845.121094 Penalty: 575.353394
	Iteration 8Q: 3 clusters Score -28845.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -28848.226562 Penalty: 575.353394
	Iteration 9Q: 3 clusters Score -28848.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28853.140625 Penalty: 575.353394
	Iteration 10Q: 3 clusters Score -28853.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -28859.416016 Penalty: 575.353394
	Iteration 11Q: 3 clusters Score -28859.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -28861.576172 Penalty: 575.353394
	Iteration 12Q: 3 clusters Score -28861.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -28862.480469 Penalty: 575.353394
	Iteration 13Q: 3 clusters Score -28862.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -28862.988281 Penalty: 575.353394
	Iteration 14Q: 3 clusters Score -28862.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -28862.988281 Penalty: 575.353394
	Iteration 15F: 3 clusters Score -28862.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Entering Unmasked Estep 
Score: -2381149.500000 Penalty: 489.300262
	Iteration 0F: 2 clusters Score -2381150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -2349785.000000 Penalty: 978.600525
	Iteration 0F: 3 clusters Score -2349785 nChanged 22600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -2362898.000000 Penalty: 978.600525
	Iteration 1F: 3 clusters Score -2362898 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -2363432.500000 Penalty: 978.600525
	Iteration 2Q: 3 clusters Score -2363432 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -2364229.500000 Penalty: 978.600525
	Iteration 3Q: 3 clusters Score -2364230 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -2365661.000000 Penalty: 978.600525
	Iteration 4F: 3 clusters Score -2365661 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -2367937.750000 Penalty: 978.600525
	Iteration 5F: 3 clusters Score -2367938 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -2370928.750000 Penalty: 978.600525
	Iteration 6F: 3 clusters Score -2370929 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -2374023.750000 Penalty: 978.600525
	Iteration 7F: 3 clusters Score -2374024 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -2376279.000000 Penalty: 978.600525
	Iteration 8F: 3 clusters Score -2376279 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -2377748.750000 Penalty: 978.600525
	Iteration 9Q: 3 clusters Score -2377749 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -2378772.750000 Penalty: 978.600525
	Iteration 10Q: 3 clusters Score -2378773 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -2379387.000000 Penalty: 978.600525
	Iteration 11Q: 3 clusters Score -2379387 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -2379830.250000 Penalty: 978.600525
	Iteration 12Q: 3 clusters Score -2379830 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -2380144.500000 Penalty: 978.600525
	Iteration 13Q: 3 clusters Score -2380144 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -2380332.500000 Penalty: 978.600525
	Iteration 14Q: 3 clusters Score -2380332 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -2380448.750000 Penalty: 978.600525
	Iteration 15Q: 3 clusters Score -2380449 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -2380516.500000 Penalty: 978.600525
	Iteration 16Q: 3 clusters Score -2380516 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -2380563.500000 Penalty: 978.600525
	Iteration 17Q: 3 clusters Score -2380564 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -2380613.750000 Penalty: 978.600525
	Iteration 18Q: 3 clusters Score -2380614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -2380641.750000 Penalty: 978.600525
	Iteration 19Q: 3 clusters Score -2380642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -2380661.750000 Penalty: 978.600525
	Iteration 20F: 3 clusters Score -2380662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -2380677.750000 Penalty: 978.600525
	Iteration 21Q: 3 clusters Score -2380678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -2380688.000000 Penalty: 978.600525
	Iteration 22Q: 3 clusters Score -2380688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -2380694.000000 Penalty: 978.600525
	Iteration 23Q: 3 clusters Score -2380694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -2380695.500000 Penalty: 978.600525
	Iteration 24Q: 3 clusters Score -2380696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -2380696.750000 Penalty: 978.600525
	Iteration 25Q: 3 clusters Score -2380697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -2380703.500000 Penalty: 978.600525
	Iteration 26Q: 3 clusters Score -2380704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -2380707.000000 Penalty: 978.600525
	Iteration 27Q: 3 clusters Score -2380707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -2380709.750000 Penalty: 978.600525
	Iteration 28Q: 3 clusters Score -2380710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -2380711.000000 Penalty: 978.600525
	Iteration 29Q: 3 clusters Score -2380711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -2380712.500000 Penalty: 978.600525
	Iteration 30Q: 3 clusters Score -2380712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -2380715.000000 Penalty: 978.600525
	Iteration 31Q: 3 clusters Score -2380715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -2380714.750000 Penalty: 978.600525
	Iteration 32Q: 3 clusters Score -2380715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -2380716.500000 Penalty: 978.600525
	Iteration 33Q: 3 clusters Score -2380716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -2380716.500000 Penalty: 978.600525
	Iteration 34F: 3 clusters Score -2380716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -33470.800781 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -33470.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -32850.230469 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -32850.23 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -33019.207031 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -33019.21 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -33071.015625 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -33071.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -33102.476562 Penalty: 599.717407
	Iteration 3F: 3 clusters Score -33102.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -33128.058594 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -33128.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -33159.335938 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -33159.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -33195.769531 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -33195.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -33226.527344 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -33226.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -33255.402344 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -33255.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -33285.539062 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -33285.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -33311.800781 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -33311.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -33329.558594 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -33329.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -33339.707031 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -33339.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -33342.687500 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -33342.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -33344.078125 Penalty: 599.717407
	Iteration 14Q: 3 clusters Score -33344.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -33346.832031 Penalty: 599.717407
	Iteration 15Q: 3 clusters Score -33346.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -33348.042969 Penalty: 599.717407
	Iteration 16Q: 3 clusters Score -33348.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -33348.625000 Penalty: 599.717407
	Iteration 17Q: 3 clusters Score -33348.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -33349.460938 Penalty: 599.717407
	Iteration 18Q: 3 clusters Score -33349.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -33350.207031 Penalty: 599.717407
	Iteration 19Q: 3 clusters Score -33350.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -33350.207031 Penalty: 599.717407
	Iteration 20F: 3 clusters Score -33350.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -8657.305664 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -8657.306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8373.155273 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -8373.155 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8425.621094 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -8425.621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8439.653320 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -8439.653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8449.294922 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -8449.295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8452.383789 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -8452.384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8452.900391 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -8452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8452.900391 Penalty: 476.998962
	Iteration 6F: 3 clusters Score -8452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -83922.625000 Penalty: 336.783783
	Iteration 0F: 2 clusters Score -83922.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -82727.585938 Penalty: 673.567566
	Iteration 0F: 3 clusters Score -82727.59 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -83179.882812 Penalty: 673.567566
	Iteration 1F: 3 clusters Score -83179.88 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -83301.320312 Penalty: 673.567566
	Iteration 2F: 3 clusters Score -83301.32 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -83375.984375 Penalty: 673.567566
	Iteration 3F: 3 clusters Score -83375.98 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -83450.687500 Penalty: 673.567566
	Iteration 4F: 3 clusters Score -83450.69 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83536.250000 Penalty: 673.567566
	Iteration 5F: 3 clusters Score -83536.25 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83607.148438 Penalty: 673.567566
	Iteration 6F: 3 clusters Score -83607.15 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83663.492188 Penalty: 673.567566
	Iteration 7Q: 3 clusters Score -83663.49 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -83703.609375 Penalty: 673.567566
	Iteration 8Q: 3 clusters Score -83703.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -83739.984375 Penalty: 673.567566
	Iteration 9Q: 3 clusters Score -83739.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -83769.781250 Penalty: 673.567566
	Iteration 10Q: 3 clusters Score -83769.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -83782.695312 Penalty: 673.567566
	Iteration 11Q: 3 clusters Score -83782.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -83789.132812 Penalty: 673.567566
	Iteration 12Q: 3 clusters Score -83789.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -83801.195312 Penalty: 673.567566
	Iteration 13Q: 3 clusters Score -83801.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -83808.078125 Penalty: 673.567566
	Iteration 14Q: 3 clusters Score -83808.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -83819.757812 Penalty: 673.567566
	Iteration 15Q: 3 clusters Score -83819.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -83824.726562 Penalty: 673.567566
	Iteration 16Q: 3 clusters Score -83824.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -83831.148438 Penalty: 673.567566
	Iteration 17Q: 3 clusters Score -83831.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -83834.640625 Penalty: 673.567566
	Iteration 18Q: 3 clusters Score -83834.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -83845.507812 Penalty: 673.567566
	Iteration 19Q: 3 clusters Score -83845.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -83858.250000 Penalty: 673.567566
	Iteration 20F: 3 clusters Score -83858.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -83861.226562 Penalty: 673.567566
	Iteration 21Q: 3 clusters Score -83861.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -83861.960938 Penalty: 673.567566
	Iteration 22Q: 3 clusters Score -83861.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -83863.492188 Penalty: 673.567566
	Iteration 23Q: 3 clusters Score -83863.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -83864.960938 Penalty: 673.567566
	Iteration 24Q: 3 clusters Score -83864.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -83864.960938 Penalty: 673.567566
	Iteration 25F: 3 clusters Score -83864.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -2304.197510 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -2304.198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2185.376709 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -2185.377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2212.249512 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -2212.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2224.791260 Penalty: 364.667328
	Iteration 2Q: 3 clusters Score -2224.791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2224.791260 Penalty: 364.667328
	Iteration 3F: 3 clusters Score -2224.791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -5739.242676 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -5739.243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5534.661133 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -5534.661 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5624.331055 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -5624.331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5672.794434 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -5672.794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5696.800293 Penalty: 451.618896
	Iteration 3F: 3 clusters Score -5696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5700.556152 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -5700.556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5707.535156 Penalty: 451.618896
	Iteration 5Q: 3 clusters Score -5707.535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5712.691895 Penalty: 451.618896
	Iteration 6Q: 3 clusters Score -5712.692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5712.691895 Penalty: 451.618896
	Iteration 7F: 3 clusters Score -5712.692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (149398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149398 members 
Entering Unmasked Estep 
Score: -8050526.500000 Penalty: 542.103821
	Iteration 0F: 2 clusters Score -8050526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 74688 members 
Entering Unmasked Estep 
Score: -7949290.000000 Penalty: 1084.207642
	Iteration 0F: 3 clusters Score -7949290 nChanged 73280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75146 members 
Mstep: Class 2 contains 74252 members 
Entering Unmasked Estep 
Score: -7994290.500000 Penalty: 1084.207642
	Iteration 1F: 3 clusters Score -7994290 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 74136 members 
Entering Unmasked Estep 
Score: -7996911.500000 Penalty: 1084.207642
	Iteration 2Q: 3 clusters Score -7996912 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -8000657.000000 Penalty: 1084.207642
	Iteration 3F: 3 clusters Score -8000657 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -8006597.000000 Penalty: 1084.207642
	Iteration 4F: 3 clusters Score -8006597 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77308 members 
Mstep: Class 2 contains 72090 members 
Entering Unmasked Estep 
Score: -8014714.000000 Penalty: 1084.207642
	Iteration 5F: 3 clusters Score -8014714 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78178 members 
Mstep: Class 2 contains 71220 members 
Entering Unmasked Estep 
Score: -8022069.000000 Penalty: 1084.207642
	Iteration 6F: 3 clusters Score -8022069 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 70427 members 
Entering Unmasked Estep 
Score: -8025522.500000 Penalty: 1084.207642
	Iteration 7F: 3 clusters Score -8025522 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -8026468.000000 Penalty: 1084.207642
	Iteration 8Q: 3 clusters Score -8026468 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 69245 members 
Entering Unmasked Estep 
Score: -8026913.500000 Penalty: 1084.207642
	Iteration 9Q: 3 clusters Score -8026914 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80757 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -8027167.000000 Penalty: 1084.207642
	Iteration 10Q: 3 clusters Score -8027167 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81365 members 
Mstep: Class 2 contains 68033 members 
Entering Unmasked Estep 
Score: -8027551.000000 Penalty: 1084.207642
	Iteration 11Q: 3 clusters Score -8027551 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82033 members 
Mstep: Class 2 contains 67365 members 
Entering Unmasked Estep 
Score: -8028032.000000 Penalty: 1084.207642
	Iteration 12Q: 3 clusters Score -8028032 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82794 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -8028544.500000 Penalty: 1084.207642
	Iteration 13Q: 3 clusters Score -8028544 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83630 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
Score: -8029124.000000 Penalty: 1084.207642
	Iteration 14Q: 3 clusters Score -8029124 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 64866 members 
Entering Unmasked Estep 
Score: -8029733.500000 Penalty: 1084.207642
	Iteration 15Q: 3 clusters Score -8029734 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -8030482.500000 Penalty: 1084.207642
	Iteration 16Q: 3 clusters Score -8030482 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -8031305.000000 Penalty: 1084.207642
	Iteration 17Q: 3 clusters Score -8031305 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -8032175.000000 Penalty: 1084.207642
	Iteration 18Q: 3 clusters Score -8032175 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89479 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -8032952.000000 Penalty: 1084.207642
	Iteration 19Q: 3 clusters Score -8032952 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90963 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -8033986.000000 Penalty: 1084.207642
	Iteration 20F: 3 clusters Score -8033986 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -8035148.500000 Penalty: 1084.207642
	Iteration 21Q: 3 clusters Score -8035148 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94230 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -8036184.000000 Penalty: 1084.207642
	Iteration 22Q: 3 clusters Score -8036184 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95891 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -8037276.500000 Penalty: 1084.207642
	Iteration 23Q: 3 clusters Score -8037276 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -8038262.000000 Penalty: 1084.207642
	Iteration 24Q: 3 clusters Score -8038262 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98874 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -8039147.000000 Penalty: 1084.207642
	Iteration 25Q: 3 clusters Score -8039147 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100262 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -8039854.000000 Penalty: 1084.207642
	Iteration 26Q: 3 clusters Score -8039854 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101566 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -8040436.000000 Penalty: 1084.207642
	Iteration 27Q: 3 clusters Score -8040436 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102849 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -8040933.500000 Penalty: 1084.207642
	Iteration 28Q: 3 clusters Score -8040934 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104098 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -8041353.000000 Penalty: 1084.207642
	Iteration 29Q: 3 clusters Score -8041353 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105291 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -8041711.000000 Penalty: 1084.207642
	Iteration 30Q: 3 clusters Score -8041711 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106454 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -8042019.500000 Penalty: 1084.207642
	Iteration 31Q: 3 clusters Score -8042020 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107575 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -8042283.500000 Penalty: 1084.207642
	Iteration 32Q: 3 clusters Score -8042284 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108692 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -8042528.000000 Penalty: 1084.207642
	Iteration 33Q: 3 clusters Score -8042528 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109816 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -8042760.500000 Penalty: 1084.207642
	Iteration 34Q: 3 clusters Score -8042760 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110971 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -8043070.500000 Penalty: 1084.207642
	Iteration 35Q: 3 clusters Score -8043070 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112145 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -8043356.500000 Penalty: 1084.207642
	Iteration 36Q: 3 clusters Score -8043356 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113296 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -8043594.500000 Penalty: 1084.207642
	Iteration 37Q: 3 clusters Score -8043594 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114398 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -8043850.000000 Penalty: 1084.207642
	Iteration 38Q: 3 clusters Score -8043850 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115473 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -8044061.500000 Penalty: 1084.207642
	Iteration 39Q: 3 clusters Score -8044062 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116523 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -8044306.000000 Penalty: 1084.207642
	Iteration 40F: 3 clusters Score -8044306 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117570 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -8044503.500000 Penalty: 1084.207642
	Iteration 41Q: 3 clusters Score -8044504 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118551 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -8044767.500000 Penalty: 1084.207642
	Iteration 42Q: 3 clusters Score -8044768 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119533 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -8044899.000000 Penalty: 1084.207642
	Iteration 43Q: 3 clusters Score -8044899 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120491 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -8045121.000000 Penalty: 1084.207642
	Iteration 44Q: 3 clusters Score -8045121 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121457 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -8045336.000000 Penalty: 1084.207642
	Iteration 45Q: 3 clusters Score -8045336 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122439 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -8045568.500000 Penalty: 1084.207642
	Iteration 46Q: 3 clusters Score -8045568 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123368 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -8045760.500000 Penalty: 1084.207642
	Iteration 47Q: 3 clusters Score -8045760 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124296 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -8045945.500000 Penalty: 1084.207642
	Iteration 48Q: 3 clusters Score -8045946 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125205 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -8046083.500000 Penalty: 1084.207642
	Iteration 49Q: 3 clusters Score -8046084 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126086 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -8046350.500000 Penalty: 1084.207642
	Iteration 50Q: 3 clusters Score -8046350 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126942 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -8046542.000000 Penalty: 1084.207642
	Iteration 51Q: 3 clusters Score -8046542 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127783 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -8046697.500000 Penalty: 1084.207642
	Iteration 52Q: 3 clusters Score -8046698 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128586 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -8046846.000000 Penalty: 1084.207642
	Iteration 53Q: 3 clusters Score -8046846 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129338 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -8047002.000000 Penalty: 1084.207642
	Iteration 54Q: 3 clusters Score -8047002 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130039 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -8047151.500000 Penalty: 1084.207642
	Iteration 55Q: 3 clusters Score -8047152 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130685 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -8047258.500000 Penalty: 1084.207642
	Iteration 56Q: 3 clusters Score -8047258 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131322 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -8047385.500000 Penalty: 1084.207642
	Iteration 57Q: 3 clusters Score -8047386 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131959 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -8047508.000000 Penalty: 1084.207642
	Iteration 58Q: 3 clusters Score -8047508 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132634 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -8047670.000000 Penalty: 1084.207642
	Iteration 59Q: 3 clusters Score -8047670 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133268 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -8047835.000000 Penalty: 1084.207642
	Iteration 60F: 3 clusters Score -8047835 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133897 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -8047934.000000 Penalty: 1084.207642
	Iteration 61Q: 3 clusters Score -8047934 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134552 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -8048059.000000 Penalty: 1084.207642
	Iteration 62Q: 3 clusters Score -8048059 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135188 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -8048196.500000 Penalty: 1084.207642
	Iteration 63Q: 3 clusters Score -8048196 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135825 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -8048323.000000 Penalty: 1084.207642
	Iteration 64Q: 3 clusters Score -8048323 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136448 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -8048423.000000 Penalty: 1084.207642
	Iteration 65Q: 3 clusters Score -8048423 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137008 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -8048525.500000 Penalty: 1084.207642
	Iteration 66Q: 3 clusters Score -8048526 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137548 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -8048622.000000 Penalty: 1084.207642
	Iteration 67Q: 3 clusters Score -8048622 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138081 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -8048728.000000 Penalty: 1084.207642
	Iteration 68Q: 3 clusters Score -8048728 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138611 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -8048811.500000 Penalty: 1084.207642
	Iteration 69Q: 3 clusters Score -8048812 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139104 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -8048883.500000 Penalty: 1084.207642
	Iteration 70Q: 3 clusters Score -8048884 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139553 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -8048969.000000 Penalty: 1084.207642
	Iteration 71Q: 3 clusters Score -8048969 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139991 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -8049051.500000 Penalty: 1084.207642
	Iteration 72Q: 3 clusters Score -8049052 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140397 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -8049106.500000 Penalty: 1084.207642
	Iteration 73Q: 3 clusters Score -8049106 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140794 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -8049196.500000 Penalty: 1084.207642
	Iteration 74Q: 3 clusters Score -8049196 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141169 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -8049220.500000 Penalty: 1084.207642
	Iteration 75Q: 3 clusters Score -8049220 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141517 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -8049275.500000 Penalty: 1084.207642
	Iteration 76Q: 3 clusters Score -8049276 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141849 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -8049323.000000 Penalty: 1084.207642
	Iteration 77Q: 3 clusters Score -8049323 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142160 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -8049367.500000 Penalty: 1084.207642
	Iteration 78Q: 3 clusters Score -8049368 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142433 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -8049414.500000 Penalty: 1084.207642
	Iteration 79Q: 3 clusters Score -8049414 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142684 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -8049435.500000 Penalty: 1084.207642
	Iteration 80F: 3 clusters Score -8049436 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142960 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -8049492.500000 Penalty: 1084.207642
	Iteration 81Q: 3 clusters Score -8049492 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143194 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -8049513.000000 Penalty: 1084.207642
	Iteration 82Q: 3 clusters Score -8049513 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143404 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -8049530.000000 Penalty: 1084.207642
	Iteration 83Q: 3 clusters Score -8049530 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143606 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8049504 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143789 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -8049541.500000 Penalty: 1084.207642
	Iteration 85Q: 3 clusters Score -8049542 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143956 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8049557 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144116 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8049568 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144255 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -8049559.500000 Penalty: 1084.207642
	Iteration 88Q: 3 clusters Score -8049560 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144407 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -8049573.000000 Penalty: 1084.207642
	Iteration 89Q: 3 clusters Score -8049573 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144561 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -8049550.500000 Penalty: 1084.207642
	Iteration 90Q: 3 clusters Score -8049550 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144720 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -8049564.500000 Penalty: 1084.207642
	Iteration 91Q: 3 clusters Score -8049564 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144882 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8049589 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145068 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -8049604.500000 Penalty: 1084.207642
	Iteration 93Q: 3 clusters Score -8049604 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145279 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -8049653.000000 Penalty: 1084.207642
	Iteration 94Q: 3 clusters Score -8049653 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145496 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8049698 nChanged 222
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145718 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -8049751.000000 Penalty: 1084.207642
	Iteration 96Q: 3 clusters Score -8049751 nChanged 219
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Mstep: Class 1 contains 145937 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -8049795.500000 Penalty: 1084.207642
	Iteration 97Q: 3 clusters Score -8049796 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146167 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -8049885.000000 Penalty: 1084.207642
	Iteration 98Q: 3 clusters Score -8049885 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146383 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8049942.500000 Penalty: 1084.207642
	Iteration 99Q: 3 clusters Score -8049942 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146571 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -8049966.500000 Penalty: 1084.207642
	Iteration 100F: 3 clusters Score -8049966 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146750 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8050019.500000 Penalty: 1084.207642
	Iteration 101Q: 3 clusters Score -8050020 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146919 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8050087 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147083 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8050126.500000 Penalty: 1084.207642
	Iteration 103Q: 3 clusters Score -8050126 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147226 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -8050156.000000 Penalty: 1084.207642
	Iteration 104Q: 3 clusters Score -8050156 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147354 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8050193.000000 Penalty: 1084.207642
	Iteration 105Q: 3 clusters Score -8050193 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147474 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -8050212.500000 Penalty: 1084.207642
	Iteration 106Q: 3 clusters Score -8050212 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147549 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -8050220.500000 Penalty: 1084.207642
	Iteration 107Q: 3 clusters Score -8050220 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147625 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8050241.000000 Penalty: 1084.207642
	Iteration 108Q: 3 clusters Score -8050241 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147694 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8050242.000000 Penalty: 1084.207642
	Iteration 109Q: 3 clusters Score -8050242 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147752 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8050243.000000 Penalty: 1084.207642
	Iteration 110Q: 3 clusters Score -8050243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147799 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8050256.500000 Penalty: 1084.207642
	Iteration 111Q: 3 clusters Score -8050256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147846 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8050251.000000 Penalty: 1084.207642
	Iteration 112Q: 3 clusters Score -8050251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147880 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8050263.000000 Penalty: 1084.207642
	Iteration 113Q: 3 clusters Score -8050263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147908 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8050257.500000 Penalty: 1084.207642
	Iteration 114Q: 3 clusters Score -8050258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147934 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8050265.000000 Penalty: 1084.207642
	Iteration 115Q: 3 clusters Score -8050265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147949 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8050261.500000 Penalty: 1084.207642
	Iteration 116Q: 3 clusters Score -8050262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147962 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8050268.000000 Penalty: 1084.207642
	Iteration 117Q: 3 clusters Score -8050268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147975 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8050270.000000 Penalty: 1084.207642
	Iteration 118Q: 3 clusters Score -8050270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147991 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8050280.500000 Penalty: 1084.207642
	Iteration 119Q: 3 clusters Score -8050280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148005 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8050279.500000 Penalty: 1084.207642
	Iteration 120F: 3 clusters Score -8050280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148018 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8050292.000000 Penalty: 1084.207642
	Iteration 121Q: 3 clusters Score -8050292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148035 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8050292.000000 Penalty: 1084.207642
	Iteration 122Q: 3 clusters Score -8050292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148044 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -8050289.500000 Penalty: 1084.207642
	Iteration 123Q: 3 clusters Score -8050290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148056 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8050287.000000 Penalty: 1084.207642
	Iteration 124Q: 3 clusters Score -8050287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148073 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8050287.500000 Penalty: 1084.207642
	Iteration 125Q: 3 clusters Score -8050288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148087 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8050291.000000 Penalty: 1084.207642
	Iteration 126Q: 3 clusters Score -8050291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148103 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8050291.500000 Penalty: 1084.207642
	Iteration 127Q: 3 clusters Score -8050292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148127 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8050293.000000 Penalty: 1084.207642
	Iteration 128Q: 3 clusters Score -8050293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148152 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8050308.500000 Penalty: 1084.207642
	Iteration 129Q: 3 clusters Score -8050308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148174 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8050314.000000 Penalty: 1084.207642
	Iteration 130Q: 3 clusters Score -8050314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148196 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8050318.500000 Penalty: 1084.207642
	Iteration 131Q: 3 clusters Score -8050318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148220 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8050315.500000 Penalty: 1084.207642
	Iteration 132Q: 3 clusters Score -8050316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148242 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8050317.500000 Penalty: 1084.207642
	Iteration 133Q: 3 clusters Score -8050318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148259 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8050322.500000 Penalty: 1084.207642
	Iteration 134Q: 3 clusters Score -8050322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148274 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8050318.000000 Penalty: 1084.207642
	Iteration 135Q: 3 clusters Score -8050318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148285 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8050317.000000 Penalty: 1084.207642
	Iteration 136Q: 3 clusters Score -8050317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148294 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8050309.000000 Penalty: 1084.207642
	Iteration 137Q: 3 clusters Score -8050309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148301 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8050313.000000 Penalty: 1084.207642
	Iteration 138Q: 3 clusters Score -8050313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148307 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8050318.000000 Penalty: 1084.207642
	Iteration 139Q: 3 clusters Score -8050318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148311 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8050320.500000 Penalty: 1084.207642
	Iteration 140F: 3 clusters Score -8050320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148319 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8050315.000000 Penalty: 1084.207642
	Iteration 141Q: 3 clusters Score -8050315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148326 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8050313.000000 Penalty: 1084.207642
	Iteration 142Q: 3 clusters Score -8050313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148333 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8050310.000000 Penalty: 1084.207642
	Iteration 143Q: 3 clusters Score -8050310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148339 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8050305.000000 Penalty: 1084.207642
	Iteration 144Q: 3 clusters Score -8050305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148346 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8050300.500000 Penalty: 1084.207642
	Iteration 145Q: 3 clusters Score -8050300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148348 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8050305.500000 Penalty: 1084.207642
	Iteration 146Q: 3 clusters Score -8050306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148347 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8050303.000000 Penalty: 1084.207642
	Iteration 147Q: 3 clusters Score -8050303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148358 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8050307.500000 Penalty: 1084.207642
	Iteration 148Q: 3 clusters Score -8050308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148364 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8050307.500000 Penalty: 1084.207642
	Iteration 149Q: 3 clusters Score -8050308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148376 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8050309.500000 Penalty: 1084.207642
	Iteration 150Q: 3 clusters Score -8050310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148393 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8050313.000000 Penalty: 1084.207642
	Iteration 151Q: 3 clusters Score -8050313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148414 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8050307.500000 Penalty: 1084.207642
	Iteration 152Q: 3 clusters Score -8050308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148423 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8050308.000000 Penalty: 1084.207642
	Iteration 153Q: 3 clusters Score -8050308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148428 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8050309.500000 Penalty: 1084.207642
	Iteration 154Q: 3 clusters Score -8050310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148434 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8050322.000000 Penalty: 1084.207642
	Iteration 155Q: 3 clusters Score -8050322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148444 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8050323.000000 Penalty: 1084.207642
	Iteration 156Q: 3 clusters Score -8050323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148453 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8050319.500000 Penalty: 1084.207642
	Iteration 157Q: 3 clusters Score -8050320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148458 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8050320.500000 Penalty: 1084.207642
	Iteration 158Q: 3 clusters Score -8050320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148459 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8050326.500000 Penalty: 1084.207642
	Iteration 159Q: 3 clusters Score -8050326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148464 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8050328.500000 Penalty: 1084.207642
	Iteration 160F: 3 clusters Score -8050328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148469 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8050329.500000 Penalty: 1084.207642
	Iteration 161Q: 3 clusters Score -8050330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148474 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8050332.500000 Penalty: 1084.207642
	Iteration 162Q: 3 clusters Score -8050332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148473 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8050334.500000 Penalty: 1084.207642
	Iteration 163Q: 3 clusters Score -8050334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148476 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8050332.000000 Penalty: 1084.207642
	Iteration 164Q: 3 clusters Score -8050332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148476 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8050335.000000 Penalty: 1084.207642
	Iteration 165Q: 3 clusters Score -8050335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148473 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8050338.000000 Penalty: 1084.207642
	Iteration 166Q: 3 clusters Score -8050338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148474 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8050333.500000 Penalty: 1084.207642
	Iteration 167Q: 3 clusters Score -8050334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148474 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8050333.500000 Penalty: 1084.207642
	Iteration 168F: 3 clusters Score -8050334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -27495.355469 Penalty: 287.594971
	Iteration 0F: 2 clusters Score -27495.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26994.248047 Penalty: 575.189941
	Iteration 0F: 3 clusters Score -26994.25 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -27170.841797 Penalty: 575.189941
	Iteration 1F: 3 clusters Score -27170.84 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27209.720703 Penalty: 575.189941
	Iteration 2F: 3 clusters Score -27209.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -27228.525391 Penalty: 575.189941
	Iteration 3F: 3 clusters Score -27228.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -27241.681641 Penalty: 575.189941
	Iteration 4Q: 3 clusters Score -27241.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -27252.685547 Penalty: 575.189941
	Iteration 5Q: 3 clusters Score -27252.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27258.687500 Penalty: 575.189941
	Iteration 6Q: 3 clusters Score -27258.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -27260.156250 Penalty: 575.189941
	Iteration 7Q: 3 clusters Score -27260.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -27263.664062 Penalty: 575.189941
	Iteration 8Q: 3 clusters Score -27263.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -27267.535156 Penalty: 575.189941
	Iteration 9Q: 3 clusters Score -27267.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -27271.433594 Penalty: 575.189941
	Iteration 10Q: 3 clusters Score -27271.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -27275.023438 Penalty: 575.189941
	Iteration 11Q: 3 clusters Score -27275.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -27278.523438 Penalty: 575.189941
	Iteration 12Q: 3 clusters Score -27278.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -27278.931641 Penalty: 575.189941
	Iteration 13Q: 3 clusters Score -27278.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -27280.470703 Penalty: 575.189941
	Iteration 14Q: 3 clusters Score -27280.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -27282.158203 Penalty: 575.189941
	Iteration 15Q: 3 clusters Score -27282.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -27283.064453 Penalty: 575.189941
	Iteration 16Q: 3 clusters Score -27283.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -27283.984375 Penalty: 575.189941
	Iteration 17Q: 3 clusters Score -27283.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -27284.439453 Penalty: 575.189941
	Iteration 18Q: 3 clusters Score -27284.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -27284.605469 Penalty: 575.189941
	Iteration 19Q: 3 clusters Score -27284.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -27285.001953 Penalty: 575.189941
	Iteration 20F: 3 clusters Score -27285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -34502.507812 Penalty: 300.725403
	Iteration 0F: 2 clusters Score -34502.51 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 375 members 
Entering Unmasked Estep 
Score: -33855.539062 Penalty: 601.450806
	Iteration 0F: 3 clusters Score -33855.54 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -34038.484375 Penalty: 601.450806
	Iteration 1F: 3 clusters Score -34038.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -34094.066406 Penalty: 601.450806
	Iteration 2F: 3 clusters Score -34094.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -34117.980469 Penalty: 601.450806
	Iteration 3Q: 3 clusters Score -34117.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -34133.785156 Penalty: 601.450806
	Iteration 4Q: 3 clusters Score -34133.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -34147.250000 Penalty: 601.450806
	Iteration 5Q: 3 clusters Score -34147.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -34156.558594 Penalty: 601.450806
	Iteration 6Q: 3 clusters Score -34156.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34164.648438 Penalty: 601.450806
	Iteration 7Q: 3 clusters Score -34164.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34173.152344 Penalty: 601.450806
	Iteration 8Q: 3 clusters Score -34173.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34178.890625 Penalty: 601.450806
	Iteration 9Q: 3 clusters Score -34178.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34186.714844 Penalty: 601.450806
	Iteration 10Q: 3 clusters Score -34186.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34193.226562 Penalty: 601.450806
	Iteration 11Q: 3 clusters Score -34193.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34197.804688 Penalty: 601.450806
	Iteration 12Q: 3 clusters Score -34197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34199.605469 Penalty: 601.450806
	Iteration 13Q: 3 clusters Score -34199.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34201.332031 Penalty: 601.450806
	Iteration 14Q: 3 clusters Score -34201.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34204.835938 Penalty: 601.450806
	Iteration 15Q: 3 clusters Score -34204.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34207.253906 Penalty: 601.450806
	Iteration 16Q: 3 clusters Score -34207.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34209.328125 Penalty: 601.450806
	Iteration 17Q: 3 clusters Score -34209.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34214.054688 Penalty: 601.450806
	Iteration 18Q: 3 clusters Score -34214.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34217.691406 Penalty: 601.450806
	Iteration 19Q: 3 clusters Score -34217.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34219.980469 Penalty: 601.450806
	Iteration 20F: 3 clusters Score -34219.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34220.468750 Penalty: 601.450806
	Iteration 21Q: 3 clusters Score -34220.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34220.832031 Penalty: 601.450806
	Iteration 22Q: 3 clusters Score -34220.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34220.832031 Penalty: 601.450806
	Iteration 23F: 3 clusters Score -34220.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -23230.664062 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -23230.66 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 281 members 
Entering Unmasked Estep 
Score: -22764.087891 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -22764.09 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22863.089844 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -22863.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -22888.730469 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -22888.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22901.292969 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -22901.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -22918.865234 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -22918.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -22924.107422 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -22924.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -22929.166016 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -22929.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -22939.058594 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -22939.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -22947.197266 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -22947.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -22950.320312 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -22950.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -22952.740234 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -22952.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -22957.800781 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -22957.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -22964.308594 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -22964.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -22970.957031 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -22970.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22979.406250 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -22979.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22986.642578 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -22986.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -22991.519531 Penalty: 563.318665
	Iteration 16Q: 3 clusters Score -22991.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -23000.525391 Penalty: 563.318665
	Iteration 17Q: 3 clusters Score -23000.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -23001.705078 Penalty: 563.318665
	Iteration 18Q: 3 clusters Score -23001.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -23007.621094 Penalty: 563.318665
	Iteration 19Q: 3 clusters Score -23007.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -23012.244141 Penalty: 563.318665
	Iteration 20F: 3 clusters Score -23012.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -23012.751953 Penalty: 563.318665
	Iteration 21Q: 3 clusters Score -23012.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -23013.689453 Penalty: 563.318665
	Iteration 22Q: 3 clusters Score -23013.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -23014.072266 Penalty: 563.318665
	Iteration 23Q: 3 clusters Score -23014.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -23014.072266 Penalty: 563.318665
	Iteration 24F: 3 clusters Score -23014.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -13910.251953 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -13910.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13568.418945 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -13568.42 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13713.556641 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -13713.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13768.538086 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -13768.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13792.452148 Penalty: 525.201111
	Iteration 3F: 3 clusters Score -13792.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13812.328125 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -13812.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13822.080078 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -13822.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13823.743164 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -13823.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13826.863281 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -13826.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13829.690430 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -13829.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13834.296875 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -13834.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13835.800781 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -13835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13836.532227 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -13836.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13836.532227 Penalty: 525.201111
	Iteration 12F: 3 clusters Score -13836.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -13303.219727 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -13303.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12947.659180 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -12947.66 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13044.149414 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -13044.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13067.706055 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -13067.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13100.165039 Penalty: 519.347046
	Iteration 3Q: 3 clusters Score -13100.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13116.841797 Penalty: 519.347046
	Iteration 4Q: 3 clusters Score -13116.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13120.246094 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -13120.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13121.889648 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -13121.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13122.166016 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -13122.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13122.166016 Penalty: 519.347046
	Iteration 8F: 3 clusters Score -13122.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Entering Unmasked Estep 
Score: -350641.000000 Penalty: 403.487183
	Iteration 0F: 2 clusters Score -350641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -345870.781250 Penalty: 806.974365
	Iteration 0F: 3 clusters Score -345870.8 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -347678.875000 Penalty: 806.974365
	Iteration 1F: 3 clusters Score -347678.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -347873.968750 Penalty: 806.974365
	Iteration 2F: 3 clusters Score -347874 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -348054.812500 Penalty: 806.974365
	Iteration 3F: 3 clusters Score -348054.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -348227.062500 Penalty: 806.974365
	Iteration 4F: 3 clusters Score -348227.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -348409.500000 Penalty: 806.974365
	Iteration 5Q: 3 clusters Score -348409.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -348628.718750 Penalty: 806.974365
	Iteration 6Q: 3 clusters Score -348628.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -348850.125000 Penalty: 806.974365
	Iteration 7Q: 3 clusters Score -348850.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -349078.812500 Penalty: 806.974365
	Iteration 8Q: 3 clusters Score -349078.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -349259.093750 Penalty: 806.974365
	Iteration 9Q: 3 clusters Score -349259.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -349411.625000 Penalty: 806.974365
	Iteration 10Q: 3 clusters Score -349411.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -349552.406250 Penalty: 806.974365
	Iteration 11Q: 3 clusters Score -349552.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -349659.687500 Penalty: 806.974365
	Iteration 12Q: 3 clusters Score -349659.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -349726.906250 Penalty: 806.974365
	Iteration 13Q: 3 clusters Score -349726.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -349779.625000 Penalty: 806.974365
	Iteration 14Q: 3 clusters Score -349779.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -349828.468750 Penalty: 806.974365
	Iteration 15Q: 3 clusters Score -349828.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -349876.812500 Penalty: 806.974365
	Iteration 16Q: 3 clusters Score -349876.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -349926.156250 Penalty: 806.974365
	Iteration 17Q: 3 clusters Score -349926.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -349969.937500 Penalty: 806.974365
	Iteration 18Q: 3 clusters Score -349969.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -350004.187500 Penalty: 806.974365
	Iteration 19Q: 3 clusters Score -350004.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -350032.375000 Penalty: 806.974365
	Iteration 20F: 3 clusters Score -350032.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -350058.468750 Penalty: 806.974365
	Iteration 21Q: 3 clusters Score -350058.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -350077.593750 Penalty: 806.974365
	Iteration 22Q: 3 clusters Score -350077.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -350096.843750 Penalty: 806.974365
	Iteration 23Q: 3 clusters Score -350096.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -350111.593750 Penalty: 806.974365
	Iteration 24Q: 3 clusters Score -350111.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -350123.437500 Penalty: 806.974365
	Iteration 25Q: 3 clusters Score -350123.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -350134.000000 Penalty: 806.974365
	Iteration 26Q: 3 clusters Score -350134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -350142.875000 Penalty: 806.974365
	Iteration 27Q: 3 clusters Score -350142.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -350149.031250 Penalty: 806.974365
	Iteration 28Q: 3 clusters Score -350149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -350154.750000 Penalty: 806.974365
	Iteration 29Q: 3 clusters Score -350154.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -350161.750000 Penalty: 806.974365
	Iteration 30Q: 3 clusters Score -350161.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -350168.843750 Penalty: 806.974365
	Iteration 31Q: 3 clusters Score -350168.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -350177.375000 Penalty: 806.974365
	Iteration 32Q: 3 clusters Score -350177.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -350183.687500 Penalty: 806.974365
	Iteration 33Q: 3 clusters Score -350183.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -350191.406250 Penalty: 806.974365
	Iteration 34Q: 3 clusters Score -350191.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -350197.625000 Penalty: 806.974365
	Iteration 35Q: 3 clusters Score -350197.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -350202.312500 Penalty: 806.974365
	Iteration 36Q: 3 clusters Score -350202.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -350205.218750 Penalty: 806.974365
	Iteration 37Q: 3 clusters Score -350205.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -350208.031250 Penalty: 806.974365
	Iteration 38Q: 3 clusters Score -350208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -350212.906250 Penalty: 806.974365
	Iteration 39Q: 3 clusters Score -350212.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -350220.031250 Penalty: 806.974365
	Iteration 40F: 3 clusters Score -350220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -350225.906250 Penalty: 806.974365
	Iteration 41Q: 3 clusters Score -350225.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -350229.468750 Penalty: 806.974365
	Iteration 42Q: 3 clusters Score -350229.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -350232.843750 Penalty: 806.974365
	Iteration 43Q: 3 clusters Score -350232.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -350238.687500 Penalty: 806.974365
	Iteration 44Q: 3 clusters Score -350238.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -350241.625000 Penalty: 806.974365
	Iteration 45Q: 3 clusters Score -350241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -350243.093750 Penalty: 806.974365
	Iteration 46Q: 3 clusters Score -350243.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -350245.656250 Penalty: 806.974365
	Iteration 47Q: 3 clusters Score -350245.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -350247.187500 Penalty: 806.974365
	Iteration 48Q: 3 clusters Score -350247.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -350249.281250 Penalty: 806.974365
	Iteration 49Q: 3 clusters Score -350249.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -350250.437500 Penalty: 806.974365
	Iteration 50Q: 3 clusters Score -350250.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -350252.156250 Penalty: 806.974365
	Iteration 51Q: 3 clusters Score -350252.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -350253.656250 Penalty: 806.974365
	Iteration 52Q: 3 clusters Score -350253.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -350255.218750 Penalty: 806.974365
	Iteration 53Q: 3 clusters Score -350255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -350256.000000 Penalty: 806.974365
	Iteration 54Q: 3 clusters Score -350256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -350256.312500 Penalty: 806.974365
	Iteration 55Q: 3 clusters Score -350256.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -350258.218750 Penalty: 806.974365
	Iteration 56Q: 3 clusters Score -350258.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -350259.843750 Penalty: 806.974365
	Iteration 57Q: 3 clusters Score -350259.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -350260.968750 Penalty: 806.974365
	Iteration 58Q: 3 clusters Score -350261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -350262.906250 Penalty: 806.974365
	Iteration 59Q: 3 clusters Score -350262.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -350264.687500 Penalty: 806.974365
	Iteration 60F: 3 clusters Score -350264.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -350267.343750 Penalty: 806.974365
	Iteration 61Q: 3 clusters Score -350267.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -350268.875000 Penalty: 806.974365
	Iteration 62Q: 3 clusters Score -350268.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -350271.281250 Penalty: 806.974365
	Iteration 63Q: 3 clusters Score -350271.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -350274.062500 Penalty: 806.974365
	Iteration 64Q: 3 clusters Score -350274.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -350278.750000 Penalty: 806.974365
	Iteration 65Q: 3 clusters Score -350278.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -350282.437500 Penalty: 806.974365
	Iteration 66Q: 3 clusters Score -350282.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -350287.406250 Penalty: 806.974365
	Iteration 67Q: 3 clusters Score -350287.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -350290.968750 Penalty: 806.974365
	Iteration 68Q: 3 clusters Score -350291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -350297.187500 Penalty: 806.974365
	Iteration 69Q: 3 clusters Score -350297.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -350302.531250 Penalty: 806.974365
	Iteration 70Q: 3 clusters Score -350302.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -350308.968750 Penalty: 806.974365
	Iteration 71Q: 3 clusters Score -350309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -350311.218750 Penalty: 806.974365
	Iteration 72Q: 3 clusters Score -350311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -350312.750000 Penalty: 806.974365
	Iteration 73Q: 3 clusters Score -350312.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -350313.406250 Penalty: 806.974365
	Iteration 74Q: 3 clusters Score -350313.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -350315.187500 Penalty: 806.974365
	Iteration 75Q: 3 clusters Score -350315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -350316.406250 Penalty: 806.974365
	Iteration 76Q: 3 clusters Score -350316.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -350317.562500 Penalty: 806.974365
	Iteration 77Q: 3 clusters Score -350317.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -350320.375000 Penalty: 806.974365
	Iteration 78Q: 3 clusters Score -350320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -350324.531250 Penalty: 806.974365
	Iteration 79Q: 3 clusters Score -350324.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -350328.343750 Penalty: 806.974365
	Iteration 80F: 3 clusters Score -350328.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -350332.687500 Penalty: 806.974365
	Iteration 81Q: 3 clusters Score -350332.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -350333.343750 Penalty: 806.974365
	Iteration 82Q: 3 clusters Score -350333.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -350333.750000 Penalty: 806.974365
	Iteration 83Q: 3 clusters Score -350333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -350334.625000 Penalty: 806.974365
	Iteration 84Q: 3 clusters Score -350334.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -350336.062500 Penalty: 806.974365
	Iteration 85Q: 3 clusters Score -350336.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -350339.968750 Penalty: 806.974365
	Iteration 86Q: 3 clusters Score -350340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -350342.000000 Penalty: 806.974365
	Iteration 87Q: 3 clusters Score -350342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -350343.187500 Penalty: 806.974365
	Iteration 88Q: 3 clusters Score -350343.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -350343.500000 Penalty: 806.974365
	Iteration 89Q: 3 clusters Score -350343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -350343.562500 Penalty: 806.974365
	Iteration 90Q: 3 clusters Score -350343.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -350346.500000 Penalty: 806.974365
	Iteration 91Q: 3 clusters Score -350346.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -350346.812500 Penalty: 806.974365
	Iteration 92Q: 3 clusters Score -350346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -350347.593750 Penalty: 806.974365
	Iteration 93Q: 3 clusters Score -350347.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -350348.250000 Penalty: 806.974365
	Iteration 94Q: 3 clusters Score -350348.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -350348.250000 Penalty: 806.974365
	Iteration 95F: 3 clusters Score -350348.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6167.205078 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6167.205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5944.058105 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -5944.058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5985.753906 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -5985.754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5995.791504 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -5995.792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5999.193848 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -5999.194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6000.656738 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6000.657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6000.656738 Penalty: 442.945648
	Iteration 5F: 3 clusters Score -6000.657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -10890.218750 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -10890.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10570.045898 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -10570.05 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10644.482422 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -10644.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10683.815430 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -10683.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10701.287109 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -10701.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10704.803711 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -10704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10705.836914 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -10705.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10711.183594 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -10711.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10712.063477 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -10712.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10712.948242 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -10712.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10714.566406 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -10714.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10715.539062 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -10715.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10716.065430 Penalty: 500.614502
	Iteration 11Q: 3 clusters Score -10716.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10716.655273 Penalty: 500.614502
	Iteration 12Q: 3 clusters Score -10716.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10716.655273 Penalty: 500.614502
	Iteration 13F: 3 clusters Score -10716.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Entering Unmasked Estep 
Score: -628582.562500 Penalty: 424.449829
	Iteration 0F: 2 clusters Score -628582.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -620944.062500 Penalty: 848.899658
	Iteration 0F: 3 clusters Score -620944.1 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -624068.437500 Penalty: 848.899658
	Iteration 1F: 3 clusters Score -624068.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -624321.312500 Penalty: 848.899658
	Iteration 2F: 3 clusters Score -624321.3 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -624688.625000 Penalty: 848.899658
	Iteration 3F: 3 clusters Score -624688.6 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -625274.187500 Penalty: 848.899658
	Iteration 4F: 3 clusters Score -625274.2 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -626049.437500 Penalty: 848.899658
	Iteration 5F: 3 clusters Score -626049.4 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -626817.500000 Penalty: 848.899658
	Iteration 6F: 3 clusters Score -626817.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -627171.937500 Penalty: 848.899658
	Iteration 7F: 3 clusters Score -627171.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -627317.937500 Penalty: 848.899658
	Iteration 8Q: 3 clusters Score -627317.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -627395.187500 Penalty: 848.899658
	Iteration 9Q: 3 clusters Score -627395.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -627443.500000 Penalty: 848.899658
	Iteration 10Q: 3 clusters Score -627443.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -627483.750000 Penalty: 848.899658
	Iteration 11Q: 3 clusters Score -627483.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -627517.312500 Penalty: 848.899658
	Iteration 12Q: 3 clusters Score -627517.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -627548.750000 Penalty: 848.899658
	Iteration 13Q: 3 clusters Score -627548.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -627574.062500 Penalty: 848.899658
	Iteration 14Q: 3 clusters Score -627574.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -627601.312500 Penalty: 848.899658
	Iteration 15Q: 3 clusters Score -627601.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -627642.500000 Penalty: 848.899658
	Iteration 16Q: 3 clusters Score -627642.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -627675.500000 Penalty: 848.899658
	Iteration 17Q: 3 clusters Score -627675.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -627713.000000 Penalty: 848.899658
	Iteration 18Q: 3 clusters Score -627713 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -627739.750000 Penalty: 848.899658
	Iteration 19Q: 3 clusters Score -627739.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -627765.375000 Penalty: 848.899658
	Iteration 20F: 3 clusters Score -627765.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -627791.812500 Penalty: 848.899658
	Iteration 21Q: 3 clusters Score -627791.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -627827.250000 Penalty: 848.899658
	Iteration 22Q: 3 clusters Score -627827.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -627869.875000 Penalty: 848.899658
	Iteration 23Q: 3 clusters Score -627869.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -627895.437500 Penalty: 848.899658
	Iteration 24Q: 3 clusters Score -627895.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -627915.937500 Penalty: 848.899658
	Iteration 25Q: 3 clusters Score -627915.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -627933.250000 Penalty: 848.899658
	Iteration 26Q: 3 clusters Score -627933.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -627955.312500 Penalty: 848.899658
	Iteration 27Q: 3 clusters Score -627955.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -627977.937500 Penalty: 848.899658
	Iteration 28Q: 3 clusters Score -627977.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -628002.375000 Penalty: 848.899658
	Iteration 29Q: 3 clusters Score -628002.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -628023.000000 Penalty: 848.899658
	Iteration 30Q: 3 clusters Score -628023 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -628048.562500 Penalty: 848.899658
	Iteration 31Q: 3 clusters Score -628048.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -628065.375000 Penalty: 848.899658
	Iteration 32Q: 3 clusters Score -628065.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -628083.000000 Penalty: 848.899658
	Iteration 33Q: 3 clusters Score -628083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -628100.062500 Penalty: 848.899658
	Iteration 34Q: 3 clusters Score -628100.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -628116.562500 Penalty: 848.899658
	Iteration 35Q: 3 clusters Score -628116.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -628127.937500 Penalty: 848.899658
	Iteration 36Q: 3 clusters Score -628127.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -628137.812500 Penalty: 848.899658
	Iteration 37Q: 3 clusters Score -628137.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -628151.937500 Penalty: 848.899658
	Iteration 38Q: 3 clusters Score -628151.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -628160.312500 Penalty: 848.899658
	Iteration 39Q: 3 clusters Score -628160.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -628173.375000 Penalty: 848.899658
	Iteration 40F: 3 clusters Score -628173.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -628182.250000 Penalty: 848.899658
	Iteration 41Q: 3 clusters Score -628182.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -628193.000000 Penalty: 848.899658
	Iteration 42Q: 3 clusters Score -628193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -628200.375000 Penalty: 848.899658
	Iteration 43Q: 3 clusters Score -628200.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -628212.437500 Penalty: 848.899658
	Iteration 44Q: 3 clusters Score -628212.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -628223.500000 Penalty: 848.899658
	Iteration 45Q: 3 clusters Score -628223.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -628231.187500 Penalty: 848.899658
	Iteration 46Q: 3 clusters Score -628231.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -628235.250000 Penalty: 848.899658
	Iteration 47Q: 3 clusters Score -628235.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -628244.312500 Penalty: 848.899658
	Iteration 48Q: 3 clusters Score -628244.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -628256.062500 Penalty: 848.899658
	Iteration 49Q: 3 clusters Score -628256.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -628264.875000 Penalty: 848.899658
	Iteration 50Q: 3 clusters Score -628264.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -628272.125000 Penalty: 848.899658
	Iteration 51Q: 3 clusters Score -628272.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -628278.312500 Penalty: 848.899658
	Iteration 52Q: 3 clusters Score -628278.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -628284.875000 Penalty: 848.899658
	Iteration 53Q: 3 clusters Score -628284.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -628291.437500 Penalty: 848.899658
	Iteration 54Q: 3 clusters Score -628291.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -628295.125000 Penalty: 848.899658
	Iteration 55Q: 3 clusters Score -628295.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -628304.500000 Penalty: 848.899658
	Iteration 56Q: 3 clusters Score -628304.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -628312.375000 Penalty: 848.899658
	Iteration 57Q: 3 clusters Score -628312.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -628317.750000 Penalty: 848.899658
	Iteration 58Q: 3 clusters Score -628317.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -628320.375000 Penalty: 848.899658
	Iteration 59Q: 3 clusters Score -628320.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -628323.750000 Penalty: 848.899658
	Iteration 60F: 3 clusters Score -628323.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -628326.625000 Penalty: 848.899658
	Iteration 61Q: 3 clusters Score -628326.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -628327.875000 Penalty: 848.899658
	Iteration 62Q: 3 clusters Score -628327.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -628329.750000 Penalty: 848.899658
	Iteration 63Q: 3 clusters Score -628329.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -628331.500000 Penalty: 848.899658
	Iteration 64Q: 3 clusters Score -628331.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -628336.375000 Penalty: 848.899658
	Iteration 65Q: 3 clusters Score -628336.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -628338.937500 Penalty: 848.899658
	Iteration 66Q: 3 clusters Score -628338.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -628345.687500 Penalty: 848.899658
	Iteration 67Q: 3 clusters Score -628345.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -628351.125000 Penalty: 848.899658
	Iteration 68Q: 3 clusters Score -628351.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -628356.187500 Penalty: 848.899658
	Iteration 69Q: 3 clusters Score -628356.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -628358.562500 Penalty: 848.899658
	Iteration 70Q: 3 clusters Score -628358.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -628362.125000 Penalty: 848.899658
	Iteration 71Q: 3 clusters Score -628362.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -628363.937500 Penalty: 848.899658
	Iteration 72Q: 3 clusters Score -628363.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -628366.375000 Penalty: 848.899658
	Iteration 73Q: 3 clusters Score -628366.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -628367.062500 Penalty: 848.899658
	Iteration 74Q: 3 clusters Score -628367.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -628369.312500 Penalty: 848.899658
	Iteration 75Q: 3 clusters Score -628369.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -628370.312500 Penalty: 848.899658
	Iteration 76Q: 3 clusters Score -628370.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -628371.187500 Penalty: 848.899658
	Iteration 77Q: 3 clusters Score -628371.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -628372.875000 Penalty: 848.899658
	Iteration 78Q: 3 clusters Score -628372.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -628376.437500 Penalty: 848.899658
	Iteration 79Q: 3 clusters Score -628376.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -628374.812500 Penalty: 848.899658
	Iteration 80F: 3 clusters Score -628374.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -628375.187500 Penalty: 848.899658
	Iteration 81Q: 3 clusters Score -628375.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -628377.062500 Penalty: 848.899658
	Iteration 82Q: 3 clusters Score -628377.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -628378.062500 Penalty: 848.899658
	Iteration 83Q: 3 clusters Score -628378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -628380.125000 Penalty: 848.899658
	Iteration 84Q: 3 clusters Score -628380.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -628379.687500 Penalty: 848.899658
	Iteration 85Q: 3 clusters Score -628379.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -628381.187500 Penalty: 848.899658
	Iteration 86Q: 3 clusters Score -628381.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -628379.875000 Penalty: 848.899658
	Iteration 87Q: 3 clusters Score -628379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -628382.562500 Penalty: 848.899658
	Iteration 88Q: 3 clusters Score -628382.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -628382.937500 Penalty: 848.899658
	Iteration 89Q: 3 clusters Score -628382.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -628385.312500 Penalty: 848.899658
	Iteration 90Q: 3 clusters Score -628385.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -628385.625000 Penalty: 848.899658
	Iteration 91Q: 3 clusters Score -628385.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -628386.187500 Penalty: 848.899658
	Iteration 92Q: 3 clusters Score -628386.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -628386.000000 Penalty: 848.899658
	Iteration 93Q: 3 clusters Score -628386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -628386.750000 Penalty: 848.899658
	Iteration 94Q: 3 clusters Score -628386.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -628388.062500 Penalty: 848.899658
	Iteration 95Q: 3 clusters Score -628388.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -628390.500000 Penalty: 848.899658
	Iteration 96Q: 3 clusters Score -628390.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -628391.500000 Penalty: 848.899658
	Iteration 97Q: 3 clusters Score -628391.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -628391.312500 Penalty: 848.899658
	Iteration 98Q: 3 clusters Score -628391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -628391.562500 Penalty: 848.899658
	Iteration 99Q: 3 clusters Score -628391.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -628391.187500 Penalty: 848.899658
	Iteration 100F: 3 clusters Score -628391.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -15154.782227 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -15154.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14776.163086 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -14776.16 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14900.485352 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -14900.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14924.059570 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -14924.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14933.208008 Penalty: 531.762573
	Iteration 3Q: 3 clusters Score -14933.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14935.371094 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -14935.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14938.447266 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -14938.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14939.065430 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -14939.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14939.910156 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -14939.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -14940.345703 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -14940.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14942.171875 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -14942.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14943.241211 Penalty: 531.762573
	Iteration 10Q: 3 clusters Score -14943.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14943.241211 Penalty: 531.762573
	Iteration 11F: 3 clusters Score -14943.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -157117.343750 Penalty: 361.312775
	Iteration 0F: 2 clusters Score -157117.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -155170.781250 Penalty: 722.625549
	Iteration 0F: 3 clusters Score -155170.8 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -155817.343750 Penalty: 722.625549
	Iteration 1F: 3 clusters Score -155817.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -155891.078125 Penalty: 722.625549
	Iteration 2F: 3 clusters Score -155891.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -155957.812500 Penalty: 722.625549
	Iteration 3F: 3 clusters Score -155957.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -156014.296875 Penalty: 722.625549
	Iteration 4Q: 3 clusters Score -156014.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -156070.593750 Penalty: 722.625549
	Iteration 5Q: 3 clusters Score -156070.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -156125.234375 Penalty: 722.625549
	Iteration 6Q: 3 clusters Score -156125.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -156177.250000 Penalty: 722.625549
	Iteration 7Q: 3 clusters Score -156177.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -156218.796875 Penalty: 722.625549
	Iteration 8Q: 3 clusters Score -156218.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -156277.562500 Penalty: 722.625549
	Iteration 9Q: 3 clusters Score -156277.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -156360.218750 Penalty: 722.625549
	Iteration 10Q: 3 clusters Score -156360.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -156461.250000 Penalty: 722.625549
	Iteration 11Q: 3 clusters Score -156461.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -156553.468750 Penalty: 722.625549
	Iteration 12Q: 3 clusters Score -156553.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -156626.515625 Penalty: 722.625549
	Iteration 13Q: 3 clusters Score -156626.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -156670.187500 Penalty: 722.625549
	Iteration 14Q: 3 clusters Score -156670.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -156693.312500 Penalty: 722.625549
	Iteration 15Q: 3 clusters Score -156693.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -156716.328125 Penalty: 722.625549
	Iteration 16Q: 3 clusters Score -156716.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -156730.234375 Penalty: 722.625549
	Iteration 17Q: 3 clusters Score -156730.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -156741.359375 Penalty: 722.625549
	Iteration 18Q: 3 clusters Score -156741.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -156751.703125 Penalty: 722.625549
	Iteration 19Q: 3 clusters Score -156751.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -156757.296875 Penalty: 722.625549
	Iteration 20F: 3 clusters Score -156757.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -156760.390625 Penalty: 722.625549
	Iteration 21Q: 3 clusters Score -156760.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -156765.343750 Penalty: 722.625549
	Iteration 22Q: 3 clusters Score -156765.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -156773.000000 Penalty: 722.625549
	Iteration 23Q: 3 clusters Score -156773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -156778.359375 Penalty: 722.625549
	Iteration 24Q: 3 clusters Score -156778.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -156781.968750 Penalty: 722.625549
	Iteration 25Q: 3 clusters Score -156782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -156785.187500 Penalty: 722.625549
	Iteration 26Q: 3 clusters Score -156785.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -156787.984375 Penalty: 722.625549
	Iteration 27Q: 3 clusters Score -156788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -156789.218750 Penalty: 722.625549
	Iteration 28Q: 3 clusters Score -156789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -156791.484375 Penalty: 722.625549
	Iteration 29Q: 3 clusters Score -156791.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -156793.875000 Penalty: 722.625549
	Iteration 30Q: 3 clusters Score -156793.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -156796.453125 Penalty: 722.625549
	Iteration 31Q: 3 clusters Score -156796.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -156798.250000 Penalty: 722.625549
	Iteration 32Q: 3 clusters Score -156798.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -156800.546875 Penalty: 722.625549
	Iteration 33Q: 3 clusters Score -156800.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -156801.078125 Penalty: 722.625549
	Iteration 34Q: 3 clusters Score -156801.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -156801.078125 Penalty: 722.625549
	Iteration 35F: 3 clusters Score -156801.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3614.641846 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3614.642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3466.372803 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3466.373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3499.071533 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3499.072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9595.695312 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9595.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9308.776367 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9308.776 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9404.998047 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9404.998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9439.552734 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -9439.553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9479.903320 Penalty: 496.822296
	Iteration 3F: 3 clusters Score -9479.903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9511.445312 Penalty: 496.822296
	Iteration 4F: 3 clusters Score -9511.445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9524.169922 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -9524.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9528.326172 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -9528.326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9529.412109 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -9529.412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9530.174805 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -9530.175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9533.531250 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -9533.531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9536.274414 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -9536.274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9536.274414 Penalty: 496.822296
	Iteration 11F: 3 clusters Score -9536.274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -6257.069824 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -6257.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6030.980957 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -6030.981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6086.711426 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -6086.711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6095.542969 Penalty: 456.572449
	Iteration 2Q: 3 clusters Score -6095.543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6102.456543 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -6102.457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6102.456543 Penalty: 456.572449
	Iteration 4F: 3 clusters Score -6102.457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -12975.207031 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -12975.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12638.022461 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -12638.02 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12696.561523 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -12696.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12719.570312 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -12719.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12735.500977 Penalty: 515.959167
	Iteration 3Q: 3 clusters Score -12735.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12748.372070 Penalty: 515.959167
	Iteration 4Q: 3 clusters Score -12748.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12756.137695 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -12756.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12758.384766 Penalty: 515.959167
	Iteration 6Q: 3 clusters Score -12758.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12761.152344 Penalty: 515.959167
	Iteration 7Q: 3 clusters Score -12761.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12764.649414 Penalty: 515.959167
	Iteration 8Q: 3 clusters Score -12764.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12767.517578 Penalty: 515.959167
	Iteration 9Q: 3 clusters Score -12767.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12770.005859 Penalty: 515.959167
	Iteration 10Q: 3 clusters Score -12770.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12776.161133 Penalty: 515.959167
	Iteration 11Q: 3 clusters Score -12776.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12776.338867 Penalty: 515.959167
	Iteration 12Q: 3 clusters Score -12776.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12776.338867 Penalty: 515.959167
	Iteration 13F: 3 clusters Score -12776.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -7115.909180 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -7115.909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6849.075684 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -6849.076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6902.041504 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -6902.042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6923.015625 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -6923.016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6938.323242 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -6938.323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6953.024902 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -6953.025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6959.193359 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -6959.193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6959.193359 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -6959.193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -5998.882812 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -5998.883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5765.560547 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -5765.561 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5829.823242 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -5829.823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5848.294434 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -5848.294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5850.978516 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -5850.979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5852.094727 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -5852.095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5853.167480 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -5853.167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5853.167480 Penalty: 456.572449
	Iteration 6F: 3 clusters Score -5853.167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280879 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8099 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46810 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149398 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11255 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2810 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469624.000000 Penalty: 24005.757812
Iteration 319Q: 41 clusters Score -2.746962e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280898 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8103 members 
Mstep: Class 13 contains 876 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46810 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149371 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11259 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2810 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469628.000000 Penalty: 24005.757812
Iteration 320F: 41 clusters Score -2.746963e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280909 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8111 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46811 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149347 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11265 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469650.000000 Penalty: 24005.757812
Iteration 321Q: 41 clusters Score -2.746965e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280911 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8115 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46813 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149331 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11273 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469632.000000 Penalty: 24005.757812
Iteration 322Q: 41 clusters Score -2.746963e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280916 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8120 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46812 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149314 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11280 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2810 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469630.000000 Penalty: 24005.757812
Iteration 323Q: 41 clusters Score -2.746963e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280915 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3451 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8129 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46812 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149301 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11285 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2811 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469638.000000 Penalty: 24005.757812
Iteration 324Q: 41 clusters Score -2.746964e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280923 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3448 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8131 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46814 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149287 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11289 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2811 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469628.000000 Penalty: 24005.757812
Iteration 325Q: 41 clusters Score -2.746963e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280929 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3448 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8138 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46813 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149266 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11298 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2811 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469642.000000 Penalty: 24005.757812
Iteration 326Q: 41 clusters Score -2.746964e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280935 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3448 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 8141 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46811 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149252 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11306 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2810 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469646.000000 Penalty: 24005.757812
Iteration 327Q: 41 clusters Score -2.746965e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280942 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3448 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 8140 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46811 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149237 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11315 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469652.000000 Penalty: 24005.757812
Iteration 328Q: 41 clusters Score -2.746965e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280946 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3448 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 8141 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46810 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149230 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11318 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469662.000000 Penalty: 24005.757812
Iteration 329Q: 41 clusters Score -2.746966e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280948 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3448 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8137 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46809 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149227 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469652.000000 Penalty: 24005.757812
Iteration 330Q: 41 clusters Score -2.746965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280951 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3448 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8135 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46810 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149222 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11325 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469648.000000 Penalty: 24005.757812
Iteration 331Q: 41 clusters Score -2.746965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280958 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3448 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8133 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46810 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149213 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11329 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469632.000000 Penalty: 24005.757812
Iteration 332Q: 41 clusters Score -2.746963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280966 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3448 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8133 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46810 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149202 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11332 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469630.000000 Penalty: 24005.757812
Iteration 333Q: 41 clusters Score -2.746963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280968 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3448 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8131 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46810 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149197 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11337 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469610.000000 Penalty: 24005.757812
Iteration 334Q: 41 clusters Score -2.746961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280979 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3448 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46810 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149187 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11337 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469612.000000 Penalty: 24005.757812
Iteration 335Q: 41 clusters Score -2.746961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280988 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3446 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8126 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46810 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149182 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11339 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469602.000000 Penalty: 24005.757812
Iteration 336Q: 41 clusters Score -2.74696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280985 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3445 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8127 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46810 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1640 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149180 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11343 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469602.000000 Penalty: 24005.757812
Iteration 337Q: 41 clusters Score -2.74696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280980 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3445 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8129 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46810 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149176 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11349 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469598.000000 Penalty: 24005.757812
Iteration 338Q: 41 clusters Score -2.74696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280980 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3445 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46810 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149170 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11354 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469592.000000 Penalty: 24005.757812
Iteration 339Q: 41 clusters Score -2.746959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280979 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3445 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8131 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46810 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149163 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11362 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469584.000000 Penalty: 24005.757812
Iteration 340F: 41 clusters Score -2.746958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280974 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3445 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46810 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149163 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11368 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469590.000000 Penalty: 24005.757812
Iteration 341Q: 41 clusters Score -2.746959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280964 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3445 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46811 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149162 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11378 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469598.000000 Penalty: 24005.757812
Iteration 342Q: 41 clusters Score -2.74696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280954 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3444 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46813 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149161 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11387 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469594.000000 Penalty: 24005.757812
Iteration 343Q: 41 clusters Score -2.746959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280949 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46813 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149159 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11395 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469600.000000 Penalty: 24005.757812
Iteration 344Q: 41 clusters Score -2.74696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280938 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46813 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149158 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11407 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469614.000000 Penalty: 24005.757812
Iteration 345Q: 41 clusters Score -2.746961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280932 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46813 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149156 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11415 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469602.000000 Penalty: 24005.757812
Iteration 346Q: 41 clusters Score -2.74696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280923 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46814 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149157 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11422 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2809 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469616.000000 Penalty: 24005.757812
Iteration 347Q: 41 clusters Score -2.746962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280921 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46814 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149154 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11428 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469594.000000 Penalty: 24005.757812
Iteration 348Q: 41 clusters Score -2.746959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280916 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46815 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149153 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11435 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469624.000000 Penalty: 24005.757812
Iteration 349Q: 41 clusters Score -2.746962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280913 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46815 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149151 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11440 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469620.000000 Penalty: 24005.757812
Iteration 350Q: 41 clusters Score -2.746962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280911 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46815 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149149 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11444 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469622.000000 Penalty: 24005.757812
Iteration 351Q: 41 clusters Score -2.746962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280909 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46816 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149148 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11446 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469630.000000 Penalty: 24005.757812
Iteration 352Q: 41 clusters Score -2.746963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280911 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46816 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149145 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11447 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469652.000000 Penalty: 24005.757812
Iteration 353Q: 41 clusters Score -2.746965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280915 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46816 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149141 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11447 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469634.000000 Penalty: 24005.757812
Iteration 354Q: 41 clusters Score -2.746963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280918 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46817 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149137 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11447 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469636.000000 Penalty: 24005.757812
Iteration 355Q: 41 clusters Score -2.746964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280918 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46818 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149136 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11447 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469630.000000 Penalty: 24005.757812
Iteration 356Q: 41 clusters Score -2.746963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280917 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46819 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149136 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11447 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469632.000000 Penalty: 24005.757812
Iteration 357Q: 41 clusters Score -2.746963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280918 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46819 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149135 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11447 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469636.000000 Penalty: 24005.757812
Iteration 358Q: 41 clusters Score -2.746964e+07 nChanged 0
Entering ConstructFrom: 
Score: -27469636.000000 Penalty: 24005.757812
Entering ConstructFrom: 
Trying to split cluster 1 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13149.570312 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13149.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12822.318359 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12822.32 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12951.625000 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12951.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12979.576172 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12979.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13010.692383 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -13010.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13104.037109 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -13104.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13107.506836 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -13107.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13110.483398 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -13110.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13113.575195 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -13113.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13114.705078 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -13114.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13115.238281 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -13115.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13115.238281 Penalty: 510.461945
	Iteration 10F: 3 clusters Score -13115.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Entering Unmasked Estep 
Score: -206704.796875 Penalty: 378.369415
	Iteration 0F: 2 clusters Score -206704.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -203955.859375 Penalty: 756.738831
	Iteration 0F: 3 clusters Score -203955.9 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -205069.671875 Penalty: 756.738831
	Iteration 1F: 3 clusters Score -205069.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -205361.406250 Penalty: 756.738831
	Iteration 2F: 3 clusters Score -205361.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -205658.062500 Penalty: 756.738831
	Iteration 3F: 3 clusters Score -205658.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -205902.250000 Penalty: 756.738831
	Iteration 4F: 3 clusters Score -205902.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -206110.937500 Penalty: 756.738831
	Iteration 5Q: 3 clusters Score -206110.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -206277.296875 Penalty: 756.738831
	Iteration 6Q: 3 clusters Score -206277.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -206389.171875 Penalty: 756.738831
	Iteration 7Q: 3 clusters Score -206389.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -206470.015625 Penalty: 756.738831
	Iteration 8Q: 3 clusters Score -206470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -206495.859375 Penalty: 756.738831
	Iteration 9Q: 3 clusters Score -206495.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -206505.421875 Penalty: 756.738831
	Iteration 10Q: 3 clusters Score -206505.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -206510.296875 Penalty: 756.738831
	Iteration 11Q: 3 clusters Score -206510.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -206514.562500 Penalty: 756.738831
	Iteration 12Q: 3 clusters Score -206514.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -206518.625000 Penalty: 756.738831
	Iteration 13Q: 3 clusters Score -206518.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -206522.046875 Penalty: 756.738831
	Iteration 14Q: 3 clusters Score -206522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -206525.312500 Penalty: 756.738831
	Iteration 15Q: 3 clusters Score -206525.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -206529.187500 Penalty: 756.738831
	Iteration 16Q: 3 clusters Score -206529.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -206535.609375 Penalty: 756.738831
	Iteration 17Q: 3 clusters Score -206535.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -206543.437500 Penalty: 756.738831
	Iteration 18Q: 3 clusters Score -206543.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -206550.312500 Penalty: 756.738831
	Iteration 19Q: 3 clusters Score -206550.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -206556.578125 Penalty: 756.738831
	Iteration 20F: 3 clusters Score -206556.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -206563.171875 Penalty: 756.738831
	Iteration 21Q: 3 clusters Score -206563.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -206567.609375 Penalty: 756.738831
	Iteration 22Q: 3 clusters Score -206567.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -206573.187500 Penalty: 756.738831
	Iteration 23Q: 3 clusters Score -206573.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -206578.218750 Penalty: 756.738831
	Iteration 24Q: 3 clusters Score -206578.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -206583.812500 Penalty: 756.738831
	Iteration 25Q: 3 clusters Score -206583.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -206588.390625 Penalty: 756.738831
	Iteration 26Q: 3 clusters Score -206588.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -206592.984375 Penalty: 756.738831
	Iteration 27Q: 3 clusters Score -206593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -206603.859375 Penalty: 756.738831
	Iteration 28Q: 3 clusters Score -206603.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -206614.453125 Penalty: 756.738831
	Iteration 29Q: 3 clusters Score -206614.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -206622.953125 Penalty: 756.738831
	Iteration 30Q: 3 clusters Score -206623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -206625.843750 Penalty: 756.738831
	Iteration 31Q: 3 clusters Score -206625.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -206629.234375 Penalty: 756.738831
	Iteration 32Q: 3 clusters Score -206629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -206629.921875 Penalty: 756.738831
	Iteration 33Q: 3 clusters Score -206629.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -206629.921875 Penalty: 756.738831
	Iteration 34F: 3 clusters Score -206629.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (280918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280918 members 
Entering Unmasked Estep 
Score: -14905668.000000 Penalty: 570.834717
	Iteration 0F: 2 clusters Score -1.490567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140162 members 
Mstep: Class 2 contains 140756 members 
Entering Unmasked Estep 
Score: -14719784.000000 Penalty: 1141.669434
	Iteration 0F: 3 clusters Score -1.471978e+07 nChanged 138679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124075 members 
Mstep: Class 2 contains 156843 members 
Entering Unmasked Estep 
Score: -14805660.000000 Penalty: 1141.669434
	Iteration 1F: 3 clusters Score -1.480566e+07 nChanged 12659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 166888 members 
Entering Unmasked Estep 
Score: -14811222.000000 Penalty: 1141.669434
	Iteration 2Q: 3 clusters Score -1.481122e+07 nChanged 16569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99865 members 
Mstep: Class 2 contains 181053 members 
Entering Unmasked Estep 
Score: -14820891.000000 Penalty: 1141.669434
	Iteration 3F: 3 clusters Score -1.482089e+07 nChanged 20103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82194 members 
Mstep: Class 2 contains 198724 members 
Entering Unmasked Estep 
Score: -14836112.000000 Penalty: 1141.669434
	Iteration 4F: 3 clusters Score -1.483611e+07 nChanged 21646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 217690 members 
Entering Unmasked Estep 
Score: -14854776.000000 Penalty: 1141.669434
	Iteration 5F: 3 clusters Score -1.485478e+07 nChanged 18399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 233653 members 
Entering Unmasked Estep 
Score: -14871179.000000 Penalty: 1141.669434
	Iteration 6F: 3 clusters Score -1.487118e+07 nChanged 13289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 244822 members 
Entering Unmasked Estep 
Score: -14881870.000000 Penalty: 1141.669434
	Iteration 7Q: 3 clusters Score -1.488187e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 252285 members 
Entering Unmasked Estep 
Score: -14888014.000000 Penalty: 1141.669434
	Iteration 8Q: 3 clusters Score -1.488801e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 257938 members 
Entering Unmasked Estep 
Score: -14891896.000000 Penalty: 1141.669434
	Iteration 9Q: 3 clusters Score -1.48919e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 262391 members 
Entering Unmasked Estep 
Score: -14894451.000000 Penalty: 1141.669434
	Iteration 10Q: 3 clusters Score -1.489445e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 266048 members 
Entering Unmasked Estep 
Score: -14897243.000000 Penalty: 1141.669434
	Iteration 11Q: 3 clusters Score -1.489724e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 269087 members 
Entering Unmasked Estep 
Score: -14899977.000000 Penalty: 1141.669434
	Iteration 12Q: 3 clusters Score -1.489998e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 271730 members 
Entering Unmasked Estep 
Score: -14902004.000000 Penalty: 1141.669434
	Iteration 13Q: 3 clusters Score -1.4902e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 273822 members 
Entering Unmasked Estep 
Score: -14903141.000000 Penalty: 1141.669434
	Iteration 14Q: 3 clusters Score -1.490314e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 275537 members 
Entering Unmasked Estep 
Score: -14903931.000000 Penalty: 1141.669434
	Iteration 15Q: 3 clusters Score -1.490393e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 276865 members 
Entering Unmasked Estep 
Score: -14904382.000000 Penalty: 1141.669434
	Iteration 16Q: 3 clusters Score -1.490438e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 277930 members 
Entering Unmasked Estep 
Score: -14904600.000000 Penalty: 1141.669434
	Iteration 17Q: 3 clusters Score -1.49046e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 278743 members 
Entering Unmasked Estep 
Score: -14904763.000000 Penalty: 1141.669434
	Iteration 18Q: 3 clusters Score -1.490476e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 279399 members 
Entering Unmasked Estep 
Score: -14904872.000000 Penalty: 1141.669434
	Iteration 19Q: 3 clusters Score -1.490487e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 279866 members 
Entering Unmasked Estep 
Score: -14904943.000000 Penalty: 1141.669434
	Iteration 20F: 3 clusters Score -1.490494e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 280215 members 
Entering Unmasked Estep 
Score: -14905037.000000 Penalty: 1141.669434
	Iteration 21Q: 3 clusters Score -1.490504e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 280442 members 
Entering Unmasked Estep 
Score: -14905089.000000 Penalty: 1141.669434
	Iteration 22Q: 3 clusters Score -1.490509e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 280573 members 
Entering Unmasked Estep 
Score: -14905138.000000 Penalty: 1141.669434
	Iteration 23Q: 3 clusters Score -1.490514e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 280657 members 
Entering Unmasked Estep 
Score: -14905135.000000 Penalty: 1141.669434
	Iteration 24Q: 3 clusters Score -1.490514e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 280700 members 
Entering Unmasked Estep 
Score: -14905160.000000 Penalty: 1141.669434
	Iteration 25Q: 3 clusters Score -1.490516e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 280728 members 
Entering Unmasked Estep 
Score: -14905169.000000 Penalty: 1141.669434
	Iteration 26Q: 3 clusters Score -1.490517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 280745 members 
Entering Unmasked Estep 
Score: -14905165.000000 Penalty: 1141.669434
	Iteration 27Q: 3 clusters Score -1.490516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 280755 members 
Entering Unmasked Estep 
Score: -14905173.000000 Penalty: 1141.669434
	Iteration 28Q: 3 clusters Score -1.490517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 280766 members 
Entering Unmasked Estep 
Score: -14905186.000000 Penalty: 1141.669434
	Iteration 29Q: 3 clusters Score -1.490519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 280774 members 
Entering Unmasked Estep 
Score: -14905182.000000 Penalty: 1141.669434
	Iteration 30Q: 3 clusters Score -1.490518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 280778 members 
Entering Unmasked Estep 
Score: -14905173.000000 Penalty: 1141.669434
	Iteration 31Q: 3 clusters Score -1.490517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 280782 members 
Entering Unmasked Estep 
Score: -14905170.000000 Penalty: 1141.669434
	Iteration 32Q: 3 clusters Score -1.490517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 280789 members 
Entering Unmasked Estep 
Score: -14905184.000000 Penalty: 1141.669434
	Iteration 33Q: 3 clusters Score -1.490518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 280794 members 
Entering Unmasked Estep 
Score: -14905188.000000 Penalty: 1141.669434
	Iteration 34Q: 3 clusters Score -1.490519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 280799 members 
Entering Unmasked Estep 
Score: -14905186.000000 Penalty: 1141.669434
	Iteration 35Q: 3 clusters Score -1.490519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 280801 members 
Entering Unmasked Estep 
Score: -14905192.000000 Penalty: 1141.669434
	Iteration 36Q: 3 clusters Score -1.490519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 280802 members 
Entering Unmasked Estep 
Score: -14905197.000000 Penalty: 1141.669434
	Iteration 37Q: 3 clusters Score -1.49052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 280802 members 
Entering Unmasked Estep 
Score: -14905197.000000 Penalty: 1141.669434
	Iteration 38F: 3 clusters Score -1.49052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -6268.913574 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -6268.914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6041.321777 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -6041.322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6071.794434 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -6071.794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6082.833008 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -6082.833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6087.340332 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -6087.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6087.340332 Penalty: 443.642975
	Iteration 4F: 3 clusters Score -6087.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -49947.191406 Penalty: 312.492828
	Iteration 0F: 2 clusters Score -49947.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -49147.316406 Penalty: 624.985657
	Iteration 0F: 3 clusters Score -49147.32 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -49392.500000 Penalty: 624.985657
	Iteration 1F: 3 clusters Score -49392.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -49429.925781 Penalty: 624.985657
	Iteration 2F: 3 clusters Score -49429.93 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -49477.253906 Penalty: 624.985657
	Iteration 3F: 3 clusters Score -49477.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -49512.050781 Penalty: 624.985657
	Iteration 4Q: 3 clusters Score -49512.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -49547.125000 Penalty: 624.985657
	Iteration 5Q: 3 clusters Score -49547.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -49588.406250 Penalty: 624.985657
	Iteration 6Q: 3 clusters Score -49588.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -49621.195312 Penalty: 624.985657
	Iteration 7Q: 3 clusters Score -49621.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -49652.082031 Penalty: 624.985657
	Iteration 8Q: 3 clusters Score -49652.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -49671.578125 Penalty: 624.985657
	Iteration 9Q: 3 clusters Score -49671.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -49679.980469 Penalty: 624.985657
	Iteration 10Q: 3 clusters Score -49679.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -49685.398438 Penalty: 624.985657
	Iteration 11Q: 3 clusters Score -49685.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -49688.191406 Penalty: 624.985657
	Iteration 12Q: 3 clusters Score -49688.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -49690.882812 Penalty: 624.985657
	Iteration 13Q: 3 clusters Score -49690.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -49694.187500 Penalty: 624.985657
	Iteration 14Q: 3 clusters Score -49694.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -49701.019531 Penalty: 624.985657
	Iteration 15Q: 3 clusters Score -49701.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -49705.207031 Penalty: 624.985657
	Iteration 16Q: 3 clusters Score -49705.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -49707.972656 Penalty: 624.985657
	Iteration 17Q: 3 clusters Score -49707.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -49711.015625 Penalty: 624.985657
	Iteration 18Q: 3 clusters Score -49711.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -49714.691406 Penalty: 624.985657
	Iteration 19Q: 3 clusters Score -49714.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -49717.191406 Penalty: 624.985657
	Iteration 20F: 3 clusters Score -49717.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -49725.097656 Penalty: 624.985657
	Iteration 21Q: 3 clusters Score -49725.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -49733.101562 Penalty: 624.985657
	Iteration 22Q: 3 clusters Score -49733.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -49736.417969 Penalty: 624.985657
	Iteration 23Q: 3 clusters Score -49736.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -49738.855469 Penalty: 624.985657
	Iteration 24Q: 3 clusters Score -49738.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -49746.167969 Penalty: 624.985657
	Iteration 25Q: 3 clusters Score -49746.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -49754.035156 Penalty: 624.985657
	Iteration 26Q: 3 clusters Score -49754.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -49756.238281 Penalty: 624.985657
	Iteration 27Q: 3 clusters Score -49756.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -49756.570312 Penalty: 624.985657
	Iteration 28Q: 3 clusters Score -49756.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -49758.421875 Penalty: 624.985657
	Iteration 29Q: 3 clusters Score -49758.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -49759.316406 Penalty: 624.985657
	Iteration 30Q: 3 clusters Score -49759.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -49760.054688 Penalty: 624.985657
	Iteration 31Q: 3 clusters Score -49760.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -49760.820312 Penalty: 624.985657
	Iteration 32Q: 3 clusters Score -49760.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -49761.050781 Penalty: 624.985657
	Iteration 33Q: 3 clusters Score -49761.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -49761.613281 Penalty: 624.985657
	Iteration 34Q: 3 clusters Score -49761.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -49762.972656 Penalty: 624.985657
	Iteration 35Q: 3 clusters Score -49762.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -49763.601562 Penalty: 624.985657
	Iteration 36Q: 3 clusters Score -49763.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -49763.785156 Penalty: 624.985657
	Iteration 37Q: 3 clusters Score -49763.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -49764.417969 Penalty: 624.985657
	Iteration 38Q: 3 clusters Score -49764.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -49764.417969 Penalty: 624.985657
	Iteration 39F: 3 clusters Score -49764.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -49717.796875 Penalty: 316.218475
	Iteration 0F: 2 clusters Score -49717.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -48894.691406 Penalty: 632.436951
	Iteration 0F: 3 clusters Score -48894.69 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -49111.070312 Penalty: 632.436951
	Iteration 1F: 3 clusters Score -49111.07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -49157.187500 Penalty: 632.436951
	Iteration 2F: 3 clusters Score -49157.19 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -49177.078125 Penalty: 632.436951
	Iteration 3Q: 3 clusters Score -49177.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -49196.769531 Penalty: 632.436951
	Iteration 4Q: 3 clusters Score -49196.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -49220.628906 Penalty: 632.436951
	Iteration 5Q: 3 clusters Score -49220.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -49241.699219 Penalty: 632.436951
	Iteration 6Q: 3 clusters Score -49241.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -49261.503906 Penalty: 632.436951
	Iteration 7Q: 3 clusters Score -49261.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -49282.476562 Penalty: 632.436951
	Iteration 8Q: 3 clusters Score -49282.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -49308.519531 Penalty: 632.436951
	Iteration 9Q: 3 clusters Score -49308.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -49337.460938 Penalty: 632.436951
	Iteration 10Q: 3 clusters Score -49337.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -49348.972656 Penalty: 632.436951
	Iteration 11Q: 3 clusters Score -49348.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -49353.644531 Penalty: 632.436951
	Iteration 12Q: 3 clusters Score -49353.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -49361.886719 Penalty: 632.436951
	Iteration 13Q: 3 clusters Score -49361.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -49370.109375 Penalty: 632.436951
	Iteration 14Q: 3 clusters Score -49370.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -49378.257812 Penalty: 632.436951
	Iteration 15Q: 3 clusters Score -49378.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -49394.304688 Penalty: 632.436951
	Iteration 16Q: 3 clusters Score -49394.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -49407.812500 Penalty: 632.436951
	Iteration 17Q: 3 clusters Score -49407.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -49419.437500 Penalty: 632.436951
	Iteration 18Q: 3 clusters Score -49419.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -49424.230469 Penalty: 632.436951
	Iteration 19Q: 3 clusters Score -49424.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -49427.609375 Penalty: 632.436951
	Iteration 20F: 3 clusters Score -49427.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -49434.476562 Penalty: 632.436951
	Iteration 21Q: 3 clusters Score -49434.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -49435.671875 Penalty: 632.436951
	Iteration 22Q: 3 clusters Score -49435.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -49436.117188 Penalty: 632.436951
	Iteration 23Q: 3 clusters Score -49436.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -49436.117188 Penalty: 632.436951
	Iteration 24F: 3 clusters Score -49436.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -67184.687500 Penalty: 324.346588
	Iteration 0F: 2 clusters Score -67184.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -66203.218750 Penalty: 648.693176
	Iteration 0F: 3 clusters Score -66203.22 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -66490.468750 Penalty: 648.693176
	Iteration 1F: 3 clusters Score -66490.47 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -66545.015625 Penalty: 648.693176
	Iteration 2F: 3 clusters Score -66545.02 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -66587.710938 Penalty: 648.693176
	Iteration 3F: 3 clusters Score -66587.71 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -66633.304688 Penalty: 648.693176
	Iteration 4F: 3 clusters Score -66633.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -66684.156250 Penalty: 648.693176
	Iteration 5F: 3 clusters Score -66684.16 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -66721.453125 Penalty: 648.693176
	Iteration 6Q: 3 clusters Score -66721.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -66758.781250 Penalty: 648.693176
	Iteration 7Q: 3 clusters Score -66758.78 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -66799.101562 Penalty: 648.693176
	Iteration 8Q: 3 clusters Score -66799.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -66837.187500 Penalty: 648.693176
	Iteration 9Q: 3 clusters Score -66837.19 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -66880.492188 Penalty: 648.693176
	Iteration 10Q: 3 clusters Score -66880.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -66907.281250 Penalty: 648.693176
	Iteration 11Q: 3 clusters Score -66907.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -66945.632812 Penalty: 648.693176
	Iteration 12Q: 3 clusters Score -66945.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -66985.609375 Penalty: 648.693176
	Iteration 13Q: 3 clusters Score -66985.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -67008.398438 Penalty: 648.693176
	Iteration 14Q: 3 clusters Score -67008.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -67025.585938 Penalty: 648.693176
	Iteration 15Q: 3 clusters Score -67025.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -67038.601562 Penalty: 648.693176
	Iteration 16Q: 3 clusters Score -67038.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -67049.078125 Penalty: 648.693176
	Iteration 17Q: 3 clusters Score -67049.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67058.164062 Penalty: 648.693176
	Iteration 18Q: 3 clusters Score -67058.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -67061.976562 Penalty: 648.693176
	Iteration 19Q: 3 clusters Score -67061.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -67065.242188 Penalty: 648.693176
	Iteration 20F: 3 clusters Score -67065.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -67068.179688 Penalty: 648.693176
	Iteration 21Q: 3 clusters Score -67068.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -67069.859375 Penalty: 648.693176
	Iteration 22Q: 3 clusters Score -67069.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -67070.867188 Penalty: 648.693176
	Iteration 23Q: 3 clusters Score -67070.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -67072.492188 Penalty: 648.693176
	Iteration 24Q: 3 clusters Score -67072.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -67073.742188 Penalty: 648.693176
	Iteration 25Q: 3 clusters Score -67073.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -67073.914062 Penalty: 648.693176
	Iteration 26Q: 3 clusters Score -67073.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -67074.109375 Penalty: 648.693176
	Iteration 27Q: 3 clusters Score -67074.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -67074.109375 Penalty: 648.693176
	Iteration 28F: 3 clusters Score -67074.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Entering Unmasked Estep 
Score: -183607.781250 Penalty: 370.556458
	Iteration 0F: 2 clusters Score -183607.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -181200.515625 Penalty: 741.112915
	Iteration 0F: 3 clusters Score -181200.5 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -182017.234375 Penalty: 741.112915
	Iteration 1F: 3 clusters Score -182017.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -182140.171875 Penalty: 741.112915
	Iteration 2F: 3 clusters Score -182140.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -182264.046875 Penalty: 741.112915
	Iteration 3F: 3 clusters Score -182264 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -182416.265625 Penalty: 741.112915
	Iteration 4F: 3 clusters Score -182416.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -182570.953125 Penalty: 741.112915
	Iteration 5F: 3 clusters Score -182571 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -182740.078125 Penalty: 741.112915
	Iteration 6F: 3 clusters Score -182740.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -182875.812500 Penalty: 741.112915
	Iteration 7Q: 3 clusters Score -182875.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -182968.468750 Penalty: 741.112915
	Iteration 8Q: 3 clusters Score -182968.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -183021.156250 Penalty: 741.112915
	Iteration 9Q: 3 clusters Score -183021.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -183055.343750 Penalty: 741.112915
	Iteration 10Q: 3 clusters Score -183055.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -183080.906250 Penalty: 741.112915
	Iteration 11Q: 3 clusters Score -183080.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -183105.890625 Penalty: 741.112915
	Iteration 12Q: 3 clusters Score -183105.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -183128.140625 Penalty: 741.112915
	Iteration 13Q: 3 clusters Score -183128.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -183147.578125 Penalty: 741.112915
	Iteration 14Q: 3 clusters Score -183147.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -183163.843750 Penalty: 741.112915
	Iteration 15Q: 3 clusters Score -183163.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -183178.531250 Penalty: 741.112915
	Iteration 16Q: 3 clusters Score -183178.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -183192.687500 Penalty: 741.112915
	Iteration 17Q: 3 clusters Score -183192.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -183211.765625 Penalty: 741.112915
	Iteration 18Q: 3 clusters Score -183211.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -183227.015625 Penalty: 741.112915
	Iteration 19Q: 3 clusters Score -183227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -183247.421875 Penalty: 741.112915
	Iteration 20F: 3 clusters Score -183247.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -183263.828125 Penalty: 741.112915
	Iteration 21Q: 3 clusters Score -183263.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -183287.843750 Penalty: 741.112915
	Iteration 22Q: 3 clusters Score -183287.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -183313.296875 Penalty: 741.112915
	Iteration 23Q: 3 clusters Score -183313.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -183331.968750 Penalty: 741.112915
	Iteration 24Q: 3 clusters Score -183332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -183350.859375 Penalty: 741.112915
	Iteration 25Q: 3 clusters Score -183350.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -183362.343750 Penalty: 741.112915
	Iteration 26Q: 3 clusters Score -183362.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -183367.390625 Penalty: 741.112915
	Iteration 27Q: 3 clusters Score -183367.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -183369.312500 Penalty: 741.112915
	Iteration 28Q: 3 clusters Score -183369.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -183371.140625 Penalty: 741.112915
	Iteration 29Q: 3 clusters Score -183371.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -183373.062500 Penalty: 741.112915
	Iteration 30Q: 3 clusters Score -183373.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -183376.640625 Penalty: 741.112915
	Iteration 31Q: 3 clusters Score -183376.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -183380.531250 Penalty: 741.112915
	Iteration 32Q: 3 clusters Score -183380.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -183382.468750 Penalty: 741.112915
	Iteration 33Q: 3 clusters Score -183382.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -183383.984375 Penalty: 741.112915
	Iteration 34Q: 3 clusters Score -183384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -183385.750000 Penalty: 741.112915
	Iteration 35Q: 3 clusters Score -183385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -183386.500000 Penalty: 741.112915
	Iteration 36Q: 3 clusters Score -183386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -183387.203125 Penalty: 741.112915
	Iteration 37Q: 3 clusters Score -183387.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -183387.562500 Penalty: 741.112915
	Iteration 38Q: 3 clusters Score -183387.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -183387.562500 Penalty: 741.112915
	Iteration 39F: 3 clusters Score -183387.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -13096.467773 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -13096.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12764.157227 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -12764.16 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12834.563477 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -12834.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12858.021484 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -12858.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12866.819336 Penalty: 508.779846
	Iteration 3Q: 3 clusters Score -12866.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12878.221680 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -12878.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12880.459961 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -12880.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12881.791016 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -12881.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12882.764648 Penalty: 508.779846
	Iteration 7Q: 3 clusters Score -12882.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12885.352539 Penalty: 508.779846
	Iteration 8Q: 3 clusters Score -12885.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12885.958008 Penalty: 508.779846
	Iteration 9Q: 3 clusters Score -12885.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12886.486328 Penalty: 508.779846
	Iteration 10Q: 3 clusters Score -12886.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12886.486328 Penalty: 508.779846
	Iteration 11F: 3 clusters Score -12886.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Entering Unmasked Estep 
Score: -119498.406250 Penalty: 349.720398
	Iteration 0F: 2 clusters Score -119498.4 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 1064 members 
Entering Unmasked Estep 
Score: -117957.195312 Penalty: 699.440796
	Iteration 0F: 3 clusters Score -117957.2 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -118434.109375 Penalty: 699.440796
	Iteration 1F: 3 clusters Score -118434.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -118492.976562 Penalty: 699.440796
	Iteration 2F: 3 clusters Score -118493 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -118532.398438 Penalty: 699.440796
	Iteration 3Q: 3 clusters Score -118532.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -118570.781250 Penalty: 699.440796
	Iteration 4Q: 3 clusters Score -118570.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -118605.203125 Penalty: 699.440796
	Iteration 5Q: 3 clusters Score -118605.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -118638.960938 Penalty: 699.440796
	Iteration 6Q: 3 clusters Score -118639 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -118668.734375 Penalty: 699.440796
	Iteration 7Q: 3 clusters Score -118668.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -118718.765625 Penalty: 699.440796
	Iteration 8Q: 3 clusters Score -118718.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -118790.187500 Penalty: 699.440796
	Iteration 9Q: 3 clusters Score -118790.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -118865.937500 Penalty: 699.440796
	Iteration 10Q: 3 clusters Score -118865.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -118938.585938 Penalty: 699.440796
	Iteration 11Q: 3 clusters Score -118938.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -119001.906250 Penalty: 699.440796
	Iteration 12Q: 3 clusters Score -119001.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -119051.523438 Penalty: 699.440796
	Iteration 13Q: 3 clusters Score -119051.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -119083.039062 Penalty: 699.440796
	Iteration 14Q: 3 clusters Score -119083 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -119114.742188 Penalty: 699.440796
	Iteration 15Q: 3 clusters Score -119114.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -119130.804688 Penalty: 699.440796
	Iteration 16Q: 3 clusters Score -119130.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -119139.484375 Penalty: 699.440796
	Iteration 17Q: 3 clusters Score -119139.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -119146.265625 Penalty: 699.440796
	Iteration 18Q: 3 clusters Score -119146.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -119151.726562 Penalty: 699.440796
	Iteration 19Q: 3 clusters Score -119151.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -119159.140625 Penalty: 699.440796
	Iteration 20F: 3 clusters Score -119159.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -119171.585938 Penalty: 699.440796
	Iteration 21Q: 3 clusters Score -119171.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -119181.382812 Penalty: 699.440796
	Iteration 22Q: 3 clusters Score -119181.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -119186.062500 Penalty: 699.440796
	Iteration 23Q: 3 clusters Score -119186.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -119190.968750 Penalty: 699.440796
	Iteration 24Q: 3 clusters Score -119191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -119197.296875 Penalty: 699.440796
	Iteration 25Q: 3 clusters Score -119197.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -119204.320312 Penalty: 699.440796
	Iteration 26Q: 3 clusters Score -119204.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -119215.281250 Penalty: 699.440796
	Iteration 27Q: 3 clusters Score -119215.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -119231.968750 Penalty: 699.440796
	Iteration 28Q: 3 clusters Score -119232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -119249.625000 Penalty: 699.440796
	Iteration 29Q: 3 clusters Score -119249.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -119261.625000 Penalty: 699.440796
	Iteration 30Q: 3 clusters Score -119261.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -119269.195312 Penalty: 699.440796
	Iteration 31Q: 3 clusters Score -119269.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -119270.750000 Penalty: 699.440796
	Iteration 32Q: 3 clusters Score -119270.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -119271.875000 Penalty: 699.440796
	Iteration 33Q: 3 clusters Score -119271.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -119272.531250 Penalty: 699.440796
	Iteration 34Q: 3 clusters Score -119272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -119273.093750 Penalty: 699.440796
	Iteration 35Q: 3 clusters Score -119273.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -119273.125000 Penalty: 699.440796
	Iteration 36Q: 3 clusters Score -119273.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -119273.468750 Penalty: 699.440796
	Iteration 37Q: 3 clusters Score -119273.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -119273.468750 Penalty: 699.440796
	Iteration 38F: 3 clusters Score -119273.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Entering Unmasked Estep 
Score: -110319.867188 Penalty: 348.212433
	Iteration 0F: 2 clusters Score -110319.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -108836.765625 Penalty: 696.424866
	Iteration 0F: 3 clusters Score -108836.8 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -109410.210938 Penalty: 696.424866
	Iteration 1F: 3 clusters Score -109410.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -109578.328125 Penalty: 696.424866
	Iteration 2F: 3 clusters Score -109578.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -109746.960938 Penalty: 696.424866
	Iteration 3F: 3 clusters Score -109747 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -109860.703125 Penalty: 696.424866
	Iteration 4F: 3 clusters Score -109860.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -109939.515625 Penalty: 696.424866
	Iteration 5F: 3 clusters Score -109939.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -109997.625000 Penalty: 696.424866
	Iteration 6Q: 3 clusters Score -109997.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -110034.992188 Penalty: 696.424866
	Iteration 7Q: 3 clusters Score -110035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -110058.312500 Penalty: 696.424866
	Iteration 8Q: 3 clusters Score -110058.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -110082.179688 Penalty: 696.424866
	Iteration 9Q: 3 clusters Score -110082.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -110102.335938 Penalty: 696.424866
	Iteration 10Q: 3 clusters Score -110102.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -110118.734375 Penalty: 696.424866
	Iteration 11Q: 3 clusters Score -110118.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -110130.234375 Penalty: 696.424866
	Iteration 12Q: 3 clusters Score -110130.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -110139.062500 Penalty: 696.424866
	Iteration 13Q: 3 clusters Score -110139.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -110146.203125 Penalty: 696.424866
	Iteration 14Q: 3 clusters Score -110146.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -110148.718750 Penalty: 696.424866
	Iteration 15Q: 3 clusters Score -110148.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -110149.187500 Penalty: 696.424866
	Iteration 16Q: 3 clusters Score -110149.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -110149.507812 Penalty: 696.424866
	Iteration 17Q: 3 clusters Score -110149.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -110149.929688 Penalty: 696.424866
	Iteration 18Q: 3 clusters Score -110149.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -110151.562500 Penalty: 696.424866
	Iteration 19Q: 3 clusters Score -110151.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -110151.992188 Penalty: 696.424866
	Iteration 20F: 3 clusters Score -110152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -110152.445312 Penalty: 696.424866
	Iteration 21Q: 3 clusters Score -110152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -110152.500000 Penalty: 696.424866
	Iteration 22Q: 3 clusters Score -110152.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -110153.070312 Penalty: 696.424866
	Iteration 23Q: 3 clusters Score -110153.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -110154.039062 Penalty: 696.424866
	Iteration 24Q: 3 clusters Score -110154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -110154.796875 Penalty: 696.424866
	Iteration 25Q: 3 clusters Score -110154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110155.132812 Penalty: 696.424866
	Iteration 26Q: 3 clusters Score -110155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -110155.523438 Penalty: 696.424866
	Iteration 27Q: 3 clusters Score -110155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -110155.476562 Penalty: 696.424866
	Iteration 28Q: 3 clusters Score -110155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -110155.742188 Penalty: 696.424866
	Iteration 29Q: 3 clusters Score -110155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110156.195312 Penalty: 696.424866
	Iteration 30Q: 3 clusters Score -110156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -110156.765625 Penalty: 696.424866
	Iteration 31Q: 3 clusters Score -110156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -110156.914062 Penalty: 696.424866
	Iteration 32Q: 3 clusters Score -110156.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -110156.914062 Penalty: 696.424866
	Iteration 33F: 3 clusters Score -110156.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Entering Unmasked Estep 
Score: -472272.937500 Penalty: 409.650879
	Iteration 0F: 2 clusters Score -472272.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -466845.531250 Penalty: 819.301758
	Iteration 0F: 3 clusters Score -466845.5 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -468885.718750 Penalty: 819.301758
	Iteration 1F: 3 clusters Score -468885.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -469000.218750 Penalty: 819.301758
	Iteration 2Q: 3 clusters Score -469000.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -469132.281250 Penalty: 819.301758
	Iteration 3Q: 3 clusters Score -469132.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -469300.687500 Penalty: 819.301758
	Iteration 4Q: 3 clusters Score -469300.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -469520.156250 Penalty: 819.301758
	Iteration 5Q: 3 clusters Score -469520.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -469839.156250 Penalty: 819.301758
	Iteration 6F: 3 clusters Score -469839.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -470204.562500 Penalty: 819.301758
	Iteration 7F: 3 clusters Score -470204.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -470529.062500 Penalty: 819.301758
	Iteration 8F: 3 clusters Score -470529.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -470743.156250 Penalty: 819.301758
	Iteration 9Q: 3 clusters Score -470743.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -470859.156250 Penalty: 819.301758
	Iteration 10Q: 3 clusters Score -470859.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -470936.250000 Penalty: 819.301758
	Iteration 11Q: 3 clusters Score -470936.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -470995.750000 Penalty: 819.301758
	Iteration 12Q: 3 clusters Score -470995.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -471050.187500 Penalty: 819.301758
	Iteration 13Q: 3 clusters Score -471050.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -471107.187500 Penalty: 819.301758
	Iteration 14Q: 3 clusters Score -471107.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -471172.843750 Penalty: 819.301758
	Iteration 15Q: 3 clusters Score -471172.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -471249.812500 Penalty: 819.301758
	Iteration 16Q: 3 clusters Score -471249.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -471325.593750 Penalty: 819.301758
	Iteration 17Q: 3 clusters Score -471325.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -471399.156250 Penalty: 819.301758
	Iteration 18Q: 3 clusters Score -471399.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -471458.312500 Penalty: 819.301758
	Iteration 19Q: 3 clusters Score -471458.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -471516.375000 Penalty: 819.301758
	Iteration 20F: 3 clusters Score -471516.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -471565.000000 Penalty: 819.301758
	Iteration 21Q: 3 clusters Score -471565 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -471599.375000 Penalty: 819.301758
	Iteration 22Q: 3 clusters Score -471599.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -471632.250000 Penalty: 819.301758
	Iteration 23Q: 3 clusters Score -471632.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -471667.093750 Penalty: 819.301758
	Iteration 24Q: 3 clusters Score -471667.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -471706.500000 Penalty: 819.301758
	Iteration 25Q: 3 clusters Score -471706.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -471740.812500 Penalty: 819.301758
	Iteration 26Q: 3 clusters Score -471740.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -471765.750000 Penalty: 819.301758
	Iteration 27Q: 3 clusters Score -471765.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -471788.656250 Penalty: 819.301758
	Iteration 28Q: 3 clusters Score -471788.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -471810.812500 Penalty: 819.301758
	Iteration 29Q: 3 clusters Score -471810.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -471829.500000 Penalty: 819.301758
	Iteration 30Q: 3 clusters Score -471829.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -471848.281250 Penalty: 819.301758
	Iteration 31Q: 3 clusters Score -471848.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -471862.531250 Penalty: 819.301758
	Iteration 32Q: 3 clusters Score -471862.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -471872.125000 Penalty: 819.301758
	Iteration 33Q: 3 clusters Score -471872.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -471878.562500 Penalty: 819.301758
	Iteration 34Q: 3 clusters Score -471878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -471883.875000 Penalty: 819.301758
	Iteration 35Q: 3 clusters Score -471883.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -471888.000000 Penalty: 819.301758
	Iteration 36Q: 3 clusters Score -471888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -471892.031250 Penalty: 819.301758
	Iteration 37Q: 3 clusters Score -471892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -471900.468750 Penalty: 819.301758
	Iteration 38Q: 3 clusters Score -471900.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -471907.406250 Penalty: 819.301758
	Iteration 39Q: 3 clusters Score -471907.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -471918.906250 Penalty: 819.301758
	Iteration 40F: 3 clusters Score -471918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -471922.781250 Penalty: 819.301758
	Iteration 41Q: 3 clusters Score -471922.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -471926.843750 Penalty: 819.301758
	Iteration 42Q: 3 clusters Score -471926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -471928.343750 Penalty: 819.301758
	Iteration 43Q: 3 clusters Score -471928.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -471928.343750 Penalty: 819.301758
	Iteration 44F: 3 clusters Score -471928.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -45124.566406 Penalty: 308.227173
	Iteration 0F: 2 clusters Score -45124.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -44397.882812 Penalty: 616.454346
	Iteration 0F: 3 clusters Score -44397.88 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -44593.007812 Penalty: 616.454346
	Iteration 1F: 3 clusters Score -44593.01 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -44642.562500 Penalty: 616.454346
	Iteration 2F: 3 clusters Score -44642.56 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -44683.308594 Penalty: 616.454346
	Iteration 3F: 3 clusters Score -44683.31 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -44728.062500 Penalty: 616.454346
	Iteration 4F: 3 clusters Score -44728.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -44764.070312 Penalty: 616.454346
	Iteration 5F: 3 clusters Score -44764.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -44792.484375 Penalty: 616.454346
	Iteration 6Q: 3 clusters Score -44792.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -44821.003906 Penalty: 616.454346
	Iteration 7Q: 3 clusters Score -44821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -44839.332031 Penalty: 616.454346
	Iteration 8Q: 3 clusters Score -44839.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -44867.785156 Penalty: 616.454346
	Iteration 9Q: 3 clusters Score -44867.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -44892.464844 Penalty: 616.454346
	Iteration 10Q: 3 clusters Score -44892.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -44909.417969 Penalty: 616.454346
	Iteration 11Q: 3 clusters Score -44909.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -44918.214844 Penalty: 616.454346
	Iteration 12Q: 3 clusters Score -44918.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -44921.875000 Penalty: 616.454346
	Iteration 13Q: 3 clusters Score -44921.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -44924.148438 Penalty: 616.454346
	Iteration 14Q: 3 clusters Score -44924.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -44925.386719 Penalty: 616.454346
	Iteration 15Q: 3 clusters Score -44925.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -44926.867188 Penalty: 616.454346
	Iteration 16Q: 3 clusters Score -44926.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -44926.867188 Penalty: 616.454346
	Iteration 17F: 3 clusters Score -44926.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -78340.210938 Penalty: 331.708313
	Iteration 0F: 2 clusters Score -78340.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -77243.875000 Penalty: 663.416626
	Iteration 0F: 3 clusters Score -77243.88 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -77527.015625 Penalty: 663.416626
	Iteration 1F: 3 clusters Score -77527.02 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -77593.539062 Penalty: 663.416626
	Iteration 2F: 3 clusters Score -77593.54 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -77686.039062 Penalty: 663.416626
	Iteration 3F: 3 clusters Score -77686.04 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -77778.546875 Penalty: 663.416626
	Iteration 4F: 3 clusters Score -77778.55 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -77867.750000 Penalty: 663.416626
	Iteration 5F: 3 clusters Score -77867.75 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -77940.976562 Penalty: 663.416626
	Iteration 6F: 3 clusters Score -77940.98 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -77990.109375 Penalty: 663.416626
	Iteration 7Q: 3 clusters Score -77990.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -78017.023438 Penalty: 663.416626
	Iteration 8Q: 3 clusters Score -78017.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -78043.984375 Penalty: 663.416626
	Iteration 9Q: 3 clusters Score -78043.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -78060.781250 Penalty: 663.416626
	Iteration 10Q: 3 clusters Score -78060.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -78087.234375 Penalty: 663.416626
	Iteration 11Q: 3 clusters Score -78087.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -78108.234375 Penalty: 663.416626
	Iteration 12Q: 3 clusters Score -78108.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -78118.453125 Penalty: 663.416626
	Iteration 13Q: 3 clusters Score -78118.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -78121.281250 Penalty: 663.416626
	Iteration 14Q: 3 clusters Score -78121.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -78122.921875 Penalty: 663.416626
	Iteration 15Q: 3 clusters Score -78122.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -78126.898438 Penalty: 663.416626
	Iteration 16Q: 3 clusters Score -78126.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -78130.546875 Penalty: 663.416626
	Iteration 17Q: 3 clusters Score -78130.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -78131.921875 Penalty: 663.416626
	Iteration 18Q: 3 clusters Score -78131.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -78134.578125 Penalty: 663.416626
	Iteration 19Q: 3 clusters Score -78134.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -78138.585938 Penalty: 663.416626
	Iteration 20F: 3 clusters Score -78138.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -78140.453125 Penalty: 663.416626
	Iteration 21Q: 3 clusters Score -78140.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -78140.750000 Penalty: 663.416626
	Iteration 22Q: 3 clusters Score -78140.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -78140.750000 Penalty: 663.416626
	Iteration 23F: 3 clusters Score -78140.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -19698.521484 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -19698.52 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 185 members 
Entering Unmasked Estep 
Score: -19288.351562 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -19288.35 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19364.115234 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -19364.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19386.521484 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -19386.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19405.119141 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -19405.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19416.425781 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -19416.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19421.814453 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -19421.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19427.595703 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -19427.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19430.847656 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -19430.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19431.777344 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -19431.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19434.082031 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -19434.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19435.621094 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -19435.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19436.945312 Penalty: 537.882507
	Iteration 11Q: 3 clusters Score -19436.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19440.718750 Penalty: 537.882507
	Iteration 12Q: 3 clusters Score -19440.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19447.238281 Penalty: 537.882507
	Iteration 13Q: 3 clusters Score -19447.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19449.835938 Penalty: 537.882507
	Iteration 14Q: 3 clusters Score -19449.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19449.835938 Penalty: 537.882507
	Iteration 15F: 3 clusters Score -19449.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -29150.263672 Penalty: 287.676697
	Iteration 0F: 2 clusters Score -29150.26 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 274 members 
Entering Unmasked Estep 
Score: -28629.726562 Penalty: 575.353394
	Iteration 0F: 3 clusters Score -28629.73 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28767.605469 Penalty: 575.353394
	Iteration 1F: 3 clusters Score -28767.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28789.718750 Penalty: 575.353394
	Iteration 2F: 3 clusters Score -28789.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28801.865234 Penalty: 575.353394
	Iteration 3Q: 3 clusters Score -28801.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28814.488281 Penalty: 575.353394
	Iteration 4Q: 3 clusters Score -28814.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28833.105469 Penalty: 575.353394
	Iteration 5Q: 3 clusters Score -28833.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28851.097656 Penalty: 575.353394
	Iteration 6Q: 3 clusters Score -28851.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28863.265625 Penalty: 575.353394
	Iteration 7Q: 3 clusters Score -28863.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28874.164062 Penalty: 575.353394
	Iteration 8Q: 3 clusters Score -28874.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28883.845703 Penalty: 575.353394
	Iteration 9Q: 3 clusters Score -28883.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28901.806641 Penalty: 575.353394
	Iteration 10Q: 3 clusters Score -28901.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28912.275391 Penalty: 575.353394
	Iteration 11Q: 3 clusters Score -28912.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28921.412109 Penalty: 575.353394
	Iteration 12Q: 3 clusters Score -28921.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28926.693359 Penalty: 575.353394
	Iteration 13Q: 3 clusters Score -28926.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28929.337891 Penalty: 575.353394
	Iteration 14Q: 3 clusters Score -28929.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28930.697266 Penalty: 575.353394
	Iteration 15Q: 3 clusters Score -28930.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28931.068359 Penalty: 575.353394
	Iteration 16Q: 3 clusters Score -28931.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28931.068359 Penalty: 575.353394
	Iteration 17F: 3 clusters Score -28931.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Entering Unmasked Estep 
Score: -2381611.250000 Penalty: 489.309021
	Iteration 0F: 2 clusters Score -2381611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -2350266.000000 Penalty: 978.618042
	Iteration 0F: 3 clusters Score -2350266 nChanged 22514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -2363671.750000 Penalty: 978.618042
	Iteration 1F: 3 clusters Score -2363672 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2364284.250000 Penalty: 978.618042
	Iteration 2Q: 3 clusters Score -2364284 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2365223.750000 Penalty: 978.618042
	Iteration 3F: 3 clusters Score -2365224 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2366918.250000 Penalty: 978.618042
	Iteration 4F: 3 clusters Score -2366918 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2369821.000000 Penalty: 978.618042
	Iteration 5F: 3 clusters Score -2369821 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2373762.750000 Penalty: 978.618042
	Iteration 6F: 3 clusters Score -2373763 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2377788.500000 Penalty: 978.618042
	Iteration 7F: 3 clusters Score -2377788 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2380221.500000 Penalty: 978.618042
	Iteration 8Q: 3 clusters Score -2380222 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2380993.500000 Penalty: 978.618042
	Iteration 9Q: 3 clusters Score -2380994 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2381228.000000 Penalty: 978.618042
	Iteration 10Q: 3 clusters Score -2381228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2381303.250000 Penalty: 978.618042
	Iteration 11Q: 3 clusters Score -2381303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -2381315.000000 Penalty: 978.618042
	Iteration 12Q: 3 clusters Score -2381315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -2381324.000000 Penalty: 978.618042
	Iteration 13Q: 3 clusters Score -2381324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2381326.750000 Penalty: 978.618042
	Iteration 14Q: 3 clusters Score -2381327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2381327.250000 Penalty: 978.618042
	Iteration 15Q: 3 clusters Score -2381327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2381332.750000 Penalty: 978.618042
	Iteration 16Q: 3 clusters Score -2381333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2381338.500000 Penalty: 978.618042
	Iteration 17Q: 3 clusters Score -2381338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -2381339.250000 Penalty: 978.618042
	Iteration 18Q: 3 clusters Score -2381339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2381338.750000 Penalty: 978.618042
	Iteration 19Q: 3 clusters Score -2381339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2381338.750000 Penalty: 978.618042
	Iteration 20F: 3 clusters Score -2381339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -33470.800781 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -33470.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -32840.550781 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -32840.55 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -33034.328125 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -33034.33 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -33088.535156 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -33088.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -33130.144531 Penalty: 599.717407
	Iteration 3F: 3 clusters Score -33130.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -33163.367188 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -33163.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -33181.460938 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -33181.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -33192.761719 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -33192.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -33199.777344 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -33199.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -33208.492188 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -33208.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -33211.074219 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -33211.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -33214.246094 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -33214.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -33217.386719 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -33217.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -33218.851562 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -33218.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -33218.851562 Penalty: 599.717407
	Iteration 13F: 3 clusters Score -33218.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -8657.305664 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -8657.306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8367.694336 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -8367.694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8430.694336 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -8430.694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8447.711914 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -8447.712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8449.730469 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -8449.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8449.730469 Penalty: 476.998962
	Iteration 4F: 3 clusters Score -8449.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -84026.804688 Penalty: 336.839264
	Iteration 0F: 2 clusters Score -84026.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -82818.289062 Penalty: 673.678528
	Iteration 0F: 3 clusters Score -82818.29 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -83319.687500 Penalty: 673.678528
	Iteration 1F: 3 clusters Score -83319.69 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -83512.390625 Penalty: 673.678528
	Iteration 2F: 3 clusters Score -83512.39 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -83655.421875 Penalty: 673.678528
	Iteration 3F: 3 clusters Score -83655.42 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -83806.054688 Penalty: 673.678528
	Iteration 4F: 3 clusters Score -83806.05 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -83919.320312 Penalty: 673.678528
	Iteration 5F: 3 clusters Score -83919.32 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83990.265625 Penalty: 673.678528
	Iteration 6Q: 3 clusters Score -83990.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -84030.023438 Penalty: 673.678528
	Iteration 7Q: 3 clusters Score -84030.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -84054.445312 Penalty: 673.678528
	Iteration 8Q: 3 clusters Score -84054.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -84071.484375 Penalty: 673.678528
	Iteration 9Q: 3 clusters Score -84071.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -84092.351562 Penalty: 673.678528
	Iteration 10Q: 3 clusters Score -84092.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -84099.484375 Penalty: 673.678528
	Iteration 11Q: 3 clusters Score -84099.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -84101.687500 Penalty: 673.678528
	Iteration 12Q: 3 clusters Score -84101.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -84102.992188 Penalty: 673.678528
	Iteration 13Q: 3 clusters Score -84102.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -84103.351562 Penalty: 673.678528
	Iteration 14Q: 3 clusters Score -84103.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -84103.507812 Penalty: 673.678528
	Iteration 15Q: 3 clusters Score -84103.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -84103.507812 Penalty: 673.678528
	Iteration 16F: 3 clusters Score -84103.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280918 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46819 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1034 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149135 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11447 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 607 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
Score: -27469492.000000 Penalty: 24605.902344
Splitting cluster 20 changes total score from -27469636.000000 to -27469492.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -2304.197510 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -2304.198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2197.833496 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -2197.833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2223.945801 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -2223.946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -2260.421387 Penalty: 364.667328
	Iteration 2F: 3 clusters Score -2260.421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -5739.242676 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -5739.243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5559.667969 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -5559.668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5629.715332 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -5629.715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5681.535156 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -5681.535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5700.487793 Penalty: 451.618896
	Iteration 3F: 3 clusters Score -5700.488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5708.700684 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -5708.701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5713.077637 Penalty: 451.618896
	Iteration 5Q: 3 clusters Score -5713.078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5715.229492 Penalty: 451.618896
	Iteration 6Q: 3 clusters Score -5715.229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5719.204590 Penalty: 451.618896
	Iteration 7Q: 3 clusters Score -5719.205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5721.839844 Penalty: 451.618896
	Iteration 8Q: 3 clusters Score -5721.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5730.929688 Penalty: 451.618896
	Iteration 9Q: 3 clusters Score -5730.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5730.929688 Penalty: 451.618896
	Iteration 10F: 3 clusters Score -5730.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (149135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149135 members 
Entering Unmasked Estep 
Score: -8036520.000000 Penalty: 542.023621
	Iteration 0F: 2 clusters Score -8036520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 74584 members 
Entering Unmasked Estep 
Score: -7935615.500000 Penalty: 1084.047241
	Iteration 0F: 3 clusters Score -7935616 nChanged 73494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -7981176.500000 Penalty: 1084.047241
	Iteration 1F: 3 clusters Score -7981176 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -7982998.000000 Penalty: 1084.047241
	Iteration 2Q: 3 clusters Score -7982998 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80975 members 
Mstep: Class 2 contains 68160 members 
Entering Unmasked Estep 
Score: -7985688.500000 Penalty: 1084.047241
	Iteration 3Q: 3 clusters Score -7985688 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 65774 members 
Entering Unmasked Estep 
Score: -7989138.500000 Penalty: 1084.047241
	Iteration 4Q: 3 clusters Score -7989138 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -7994346.000000 Penalty: 1084.047241
	Iteration 5F: 3 clusters Score -7994346 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -8001420.500000 Penalty: 1084.047241
	Iteration 6F: 3 clusters Score -8001420 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92407 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -8008566.500000 Penalty: 1084.047241
	Iteration 7F: 3 clusters Score -8008566 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95094 members 
Mstep: Class 2 contains 54041 members 
Entering Unmasked Estep 
Score: -8012802.500000 Penalty: 1084.047241
	Iteration 8F: 3 clusters Score -8012802 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97319 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -8014539.000000 Penalty: 1084.047241
	Iteration 9Q: 3 clusters Score -8014539 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99477 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -8015412.500000 Penalty: 1084.047241
	Iteration 10Q: 3 clusters Score -8015412 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -8016002.000000 Penalty: 1084.047241
	Iteration 11Q: 3 clusters Score -8016002 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103909 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -8016684.500000 Penalty: 1084.047241
	Iteration 12Q: 3 clusters Score -8016684 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106285 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -8017417.000000 Penalty: 1084.047241
	Iteration 13Q: 3 clusters Score -8017417 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108762 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -8018138.000000 Penalty: 1084.047241
	Iteration 14Q: 3 clusters Score -8018138 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111291 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -8018990.000000 Penalty: 1084.047241
	Iteration 15Q: 3 clusters Score -8018990 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113921 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -8019881.500000 Penalty: 1084.047241
	Iteration 16Q: 3 clusters Score -8019882 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116566 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -8020817.500000 Penalty: 1084.047241
	Iteration 17Q: 3 clusters Score -8020818 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119267 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -8021790.000000 Penalty: 1084.047241
	Iteration 18Q: 3 clusters Score -8021790 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121990 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -8022833.000000 Penalty: 1084.047241
	Iteration 19Q: 3 clusters Score -8022833 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124692 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -8023871.500000 Penalty: 1084.047241
	Iteration 20F: 3 clusters Score -8023872 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127360 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -8024989.000000 Penalty: 1084.047241
	Iteration 21Q: 3 clusters Score -8024989 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130001 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -8026102.500000 Penalty: 1084.047241
	Iteration 22Q: 3 clusters Score -8026102 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132491 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -8027244.000000 Penalty: 1084.047241
	Iteration 23Q: 3 clusters Score -8027244 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134930 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -8028416.500000 Penalty: 1084.047241
	Iteration 24Q: 3 clusters Score -8028416 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137240 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -8029627.500000 Penalty: 1084.047241
	Iteration 25Q: 3 clusters Score -8029628 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139440 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -8030742.000000 Penalty: 1084.047241
	Iteration 26Q: 3 clusters Score -8030742 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141440 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -8031827.000000 Penalty: 1084.047241
	Iteration 27Q: 3 clusters Score -8031827 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143238 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -8032795.000000 Penalty: 1084.047241
	Iteration 28Q: 3 clusters Score -8032795 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144751 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -8033605.000000 Penalty: 1084.047241
	Iteration 29Q: 3 clusters Score -8033605 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146019 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -8034341.000000 Penalty: 1084.047241
	Iteration 30Q: 3 clusters Score -8034341 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146963 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -8034837.500000 Penalty: 1084.047241
	Iteration 31Q: 3 clusters Score -8034838 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147656 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8035237.500000 Penalty: 1084.047241
	Iteration 32Q: 3 clusters Score -8035238 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148180 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8035556.500000 Penalty: 1084.047241
	Iteration 33Q: 3 clusters Score -8035556 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148497 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8035744.000000 Penalty: 1084.047241
	Iteration 34Q: 3 clusters Score -8035744 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148710 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8035852.000000 Penalty: 1084.047241
	Iteration 35Q: 3 clusters Score -8035852 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148840 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8035921.000000 Penalty: 1084.047241
	Iteration 36Q: 3 clusters Score -8035921 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148912 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8035969.000000 Penalty: 1084.047241
	Iteration 37Q: 3 clusters Score -8035969 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148954 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8036001.500000 Penalty: 1084.047241
	Iteration 38Q: 3 clusters Score -8036002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148975 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8036008.000000 Penalty: 1084.047241
	Iteration 39Q: 3 clusters Score -8036008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148985 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8036030.500000 Penalty: 1084.047241
	Iteration 40F: 3 clusters Score -8036030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148991 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8036030.500000 Penalty: 1084.047241
	Iteration 41Q: 3 clusters Score -8036030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148995 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8036037.500000 Penalty: 1084.047241
	Iteration 42Q: 3 clusters Score -8036038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149000 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8036041.000000 Penalty: 1084.047241
	Iteration 43Q: 3 clusters Score -8036041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149006 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8036045.500000 Penalty: 1084.047241
	Iteration 44Q: 3 clusters Score -8036046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149013 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8036055.000000 Penalty: 1084.047241
	Iteration 45Q: 3 clusters Score -8036055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149017 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8036056.500000 Penalty: 1084.047241
	Iteration 46Q: 3 clusters Score -8036056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149019 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8036057.000000 Penalty: 1084.047241
	Iteration 47Q: 3 clusters Score -8036057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149019 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8036052.000000 Penalty: 1084.047241
	Iteration 48Q: 3 clusters Score -8036052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149021 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8036060.500000 Penalty: 1084.047241
	Iteration 49Q: 3 clusters Score -8036060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149020 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8036060.000000 Penalty: 1084.047241
	Iteration 50Q: 3 clusters Score -8036060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149020 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8036060.000000 Penalty: 1084.047241
	Iteration 51F: 3 clusters Score -8036060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -27495.355469 Penalty: 287.594971
	Iteration 0F: 2 clusters Score -27495.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26974.091797 Penalty: 575.189941
	Iteration 0F: 3 clusters Score -26974.09 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27166.876953 Penalty: 575.189941
	Iteration 1F: 3 clusters Score -27166.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27211.626953 Penalty: 575.189941
	Iteration 2F: 3 clusters Score -27211.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27224.605469 Penalty: 575.189941
	Iteration 3Q: 3 clusters Score -27224.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27232.238281 Penalty: 575.189941
	Iteration 4Q: 3 clusters Score -27232.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27238.232422 Penalty: 575.189941
	Iteration 5Q: 3 clusters Score -27238.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27241.419922 Penalty: 575.189941
	Iteration 6Q: 3 clusters Score -27241.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27242.513672 Penalty: 575.189941
	Iteration 7Q: 3 clusters Score -27242.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27242.652344 Penalty: 575.189941
	Iteration 8Q: 3 clusters Score -27242.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27242.652344 Penalty: 575.189941
	Iteration 9F: 3 clusters Score -27242.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -34502.507812 Penalty: 300.725403
	Iteration 0F: 2 clusters Score -34502.51 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 365 members 
Entering Unmasked Estep 
Score: -33841.906250 Penalty: 601.450806
	Iteration 0F: 3 clusters Score -33841.91 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -33999.773438 Penalty: 601.450806
	Iteration 1F: 3 clusters Score -33999.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34034.117188 Penalty: 601.450806
	Iteration 2F: 3 clusters Score -34034.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -34063.058594 Penalty: 601.450806
	Iteration 3F: 3 clusters Score -34063.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -34075.234375 Penalty: 601.450806
	Iteration 4Q: 3 clusters Score -34075.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -34088.167969 Penalty: 601.450806
	Iteration 5Q: 3 clusters Score -34088.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -34098.898438 Penalty: 601.450806
	Iteration 6Q: 3 clusters Score -34098.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -34104.937500 Penalty: 601.450806
	Iteration 7Q: 3 clusters Score -34104.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34113.843750 Penalty: 601.450806
	Iteration 8Q: 3 clusters Score -34113.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -34121.265625 Penalty: 601.450806
	Iteration 9Q: 3 clusters Score -34121.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34130.714844 Penalty: 601.450806
	Iteration 10Q: 3 clusters Score -34130.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34141.710938 Penalty: 601.450806
	Iteration 11Q: 3 clusters Score -34141.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34154.828125 Penalty: 601.450806
	Iteration 12Q: 3 clusters Score -34154.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34166.890625 Penalty: 601.450806
	Iteration 13Q: 3 clusters Score -34166.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34179.972656 Penalty: 601.450806
	Iteration 14Q: 3 clusters Score -34179.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34192.320312 Penalty: 601.450806
	Iteration 15Q: 3 clusters Score -34192.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34202.085938 Penalty: 601.450806
	Iteration 16Q: 3 clusters Score -34202.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34212.726562 Penalty: 601.450806
	Iteration 17Q: 3 clusters Score -34212.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34217.394531 Penalty: 601.450806
	Iteration 18Q: 3 clusters Score -34217.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34220.992188 Penalty: 601.450806
	Iteration 19Q: 3 clusters Score -34220.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34222.101562 Penalty: 601.450806
	Iteration 20F: 3 clusters Score -34222.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34222.296875 Penalty: 601.450806
	Iteration 21Q: 3 clusters Score -34222.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34222.472656 Penalty: 601.450806
	Iteration 22Q: 3 clusters Score -34222.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34222.472656 Penalty: 601.450806
	Iteration 23F: 3 clusters Score -34222.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -23230.664062 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -23230.66 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 264 members 
Entering Unmasked Estep 
Score: -22780.753906 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -22780.75 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -22916.083984 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -22916.08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22977.939453 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -22977.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23026.080078 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -23026.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23045.591797 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -23045.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23061.683594 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -23061.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23079.009766 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -23079.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23099.052734 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -23099.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23112.394531 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -23112.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23117.550781 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -23117.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23118.853516 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -23118.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23119.419922 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -23119.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23119.419922 Penalty: 563.318665
	Iteration 12F: 3 clusters Score -23119.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -13910.251953 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -13910.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13569.625000 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -13569.62 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13678.129883 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -13678.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13726.471680 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -13726.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13742.786133 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -13742.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13748.750977 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -13748.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13752.396484 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -13752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13767.676758 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -13767.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13774.240234 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -13774.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13779.114258 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -13779.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13782.597656 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -13782.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13783.285156 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -13783.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13783.673828 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -13783.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13783.673828 Penalty: 525.201111
	Iteration 12F: 3 clusters Score -13783.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -13303.219727 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -13303.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12971.111328 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -12971.11 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13056.319336 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -13056.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13076.731445 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -13076.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13089.340820 Penalty: 519.347046
	Iteration 3Q: 3 clusters Score -13089.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13092.475586 Penalty: 519.347046
	Iteration 4Q: 3 clusters Score -13092.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13097.006836 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -13097.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13108.552734 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -13108.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13120.597656 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -13120.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13141.882812 Penalty: 519.347046
	Iteration 8Q: 3 clusters Score -13141.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -13155.693359 Penalty: 519.347046
	Iteration 9Q: 3 clusters Score -13155.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -13164.521484 Penalty: 519.347046
	Iteration 10Q: 3 clusters Score -13164.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -13166.217773 Penalty: 519.347046
	Iteration 11Q: 3 clusters Score -13166.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -13166.804688 Penalty: 519.347046
	Iteration 12Q: 3 clusters Score -13166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -13169.360352 Penalty: 519.347046
	Iteration 13Q: 3 clusters Score -13169.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -13173.033203 Penalty: 519.347046
	Iteration 14Q: 3 clusters Score -13173.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -13178.192383 Penalty: 519.347046
	Iteration 15Q: 3 clusters Score -13178.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -13182.016602 Penalty: 519.347046
	Iteration 16Q: 3 clusters Score -13182.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -13187.241211 Penalty: 519.347046
	Iteration 17Q: 3 clusters Score -13187.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -13187.241211 Penalty: 519.347046
	Iteration 18F: 3 clusters Score -13187.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Entering Unmasked Estep 
Score: -350641.000000 Penalty: 403.487183
	Iteration 0F: 2 clusters Score -350641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -345950.468750 Penalty: 806.974365
	Iteration 0F: 3 clusters Score -345950.5 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -347760.218750 Penalty: 806.974365
	Iteration 1F: 3 clusters Score -347760.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -347923.375000 Penalty: 806.974365
	Iteration 2F: 3 clusters Score -347923.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -348062.375000 Penalty: 806.974365
	Iteration 3Q: 3 clusters Score -348062.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -348219.781250 Penalty: 806.974365
	Iteration 4Q: 3 clusters Score -348219.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -348442.687500 Penalty: 806.974365
	Iteration 5Q: 3 clusters Score -348442.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -348727.031250 Penalty: 806.974365
	Iteration 6F: 3 clusters Score -348727 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -349080.062500 Penalty: 806.974365
	Iteration 7F: 3 clusters Score -349080.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -349454.312500 Penalty: 806.974365
	Iteration 8F: 3 clusters Score -349454.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -349749.406250 Penalty: 806.974365
	Iteration 9Q: 3 clusters Score -349749.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -349928.343750 Penalty: 806.974365
	Iteration 10Q: 3 clusters Score -349928.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -350057.531250 Penalty: 806.974365
	Iteration 11Q: 3 clusters Score -350057.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -350153.250000 Penalty: 806.974365
	Iteration 12Q: 3 clusters Score -350153.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -350231.500000 Penalty: 806.974365
	Iteration 13Q: 3 clusters Score -350231.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -350273.062500 Penalty: 806.974365
	Iteration 14Q: 3 clusters Score -350273.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -350289.875000 Penalty: 806.974365
	Iteration 15Q: 3 clusters Score -350289.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -350296.906250 Penalty: 806.974365
	Iteration 16Q: 3 clusters Score -350296.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -350299.687500 Penalty: 806.974365
	Iteration 17Q: 3 clusters Score -350299.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -350307.843750 Penalty: 806.974365
	Iteration 18Q: 3 clusters Score -350307.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -350314.156250 Penalty: 806.974365
	Iteration 19Q: 3 clusters Score -350314.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -350316.468750 Penalty: 806.974365
	Iteration 20F: 3 clusters Score -350316.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -350320.187500 Penalty: 806.974365
	Iteration 21Q: 3 clusters Score -350320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -350328.250000 Penalty: 806.974365
	Iteration 22Q: 3 clusters Score -350328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -350330.281250 Penalty: 806.974365
	Iteration 23Q: 3 clusters Score -350330.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -350330.843750 Penalty: 806.974365
	Iteration 24Q: 3 clusters Score -350330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -350332.906250 Penalty: 806.974365
	Iteration 25Q: 3 clusters Score -350332.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -350333.468750 Penalty: 806.974365
	Iteration 26Q: 3 clusters Score -350333.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -350334.375000 Penalty: 806.974365
	Iteration 27Q: 3 clusters Score -350334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -350334.875000 Penalty: 806.974365
	Iteration 28Q: 3 clusters Score -350334.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -350335.937500 Penalty: 806.974365
	Iteration 29Q: 3 clusters Score -350335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -350338.593750 Penalty: 806.974365
	Iteration 30Q: 3 clusters Score -350338.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -350342.781250 Penalty: 806.974365
	Iteration 31Q: 3 clusters Score -350342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -350346.406250 Penalty: 806.974365
	Iteration 32Q: 3 clusters Score -350346.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -350349.562500 Penalty: 806.974365
	Iteration 33Q: 3 clusters Score -350349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -350349.562500 Penalty: 806.974365
	Iteration 34F: 3 clusters Score -350349.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6167.205078 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6167.205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5932.036621 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -5932.037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5957.526855 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -5957.527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5967.046875 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -5967.047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5972.005859 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -5972.006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5972.005859 Penalty: 442.945648
	Iteration 4F: 3 clusters Score -5972.006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -10890.218750 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -10890.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10590.893555 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -10590.89 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10670.868164 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -10670.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10695.129883 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -10695.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10704.366211 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -10704.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10710.734375 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -10710.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10712.699219 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -10712.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10714.077148 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -10714.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10717.188477 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -10717.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10718.041992 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -10718.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10718.041992 Penalty: 500.614502
	Iteration 9F: 3 clusters Score -10718.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Entering Unmasked Estep 
Score: -639256.125000 Penalty: 425.219482
	Iteration 0F: 2 clusters Score -639256.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -631581.500000 Penalty: 850.438965
	Iteration 0F: 3 clusters Score -631581.5 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -634827.250000 Penalty: 850.438965
	Iteration 1F: 3 clusters Score -634827.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -635098.750000 Penalty: 850.438965
	Iteration 2F: 3 clusters Score -635098.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -635382.625000 Penalty: 850.438965
	Iteration 3F: 3 clusters Score -635382.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -635765.250000 Penalty: 850.438965
	Iteration 4F: 3 clusters Score -635765.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -636158.000000 Penalty: 850.438965
	Iteration 5F: 3 clusters Score -636158 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -636589.750000 Penalty: 850.438965
	Iteration 6F: 3 clusters Score -636589.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -636947.312500 Penalty: 850.438965
	Iteration 7F: 3 clusters Score -636947.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -637120.937500 Penalty: 850.438965
	Iteration 8Q: 3 clusters Score -637120.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -637214.312500 Penalty: 850.438965
	Iteration 9Q: 3 clusters Score -637214.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -637270.437500 Penalty: 850.438965
	Iteration 10Q: 3 clusters Score -637270.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -637302.062500 Penalty: 850.438965
	Iteration 11Q: 3 clusters Score -637302.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -637325.375000 Penalty: 850.438965
	Iteration 12Q: 3 clusters Score -637325.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -637354.062500 Penalty: 850.438965
	Iteration 13Q: 3 clusters Score -637354.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -637387.125000 Penalty: 850.438965
	Iteration 14Q: 3 clusters Score -637387.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -637431.500000 Penalty: 850.438965
	Iteration 15Q: 3 clusters Score -637431.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -637471.812500 Penalty: 850.438965
	Iteration 16Q: 3 clusters Score -637471.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -637500.062500 Penalty: 850.438965
	Iteration 17Q: 3 clusters Score -637500.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -637531.187500 Penalty: 850.438965
	Iteration 18Q: 3 clusters Score -637531.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -637568.937500 Penalty: 850.438965
	Iteration 19Q: 3 clusters Score -637568.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -637598.750000 Penalty: 850.438965
	Iteration 20F: 3 clusters Score -637598.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -637627.062500 Penalty: 850.438965
	Iteration 21Q: 3 clusters Score -637627.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -637657.562500 Penalty: 850.438965
	Iteration 22Q: 3 clusters Score -637657.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -637689.250000 Penalty: 850.438965
	Iteration 23Q: 3 clusters Score -637689.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -637721.937500 Penalty: 850.438965
	Iteration 24Q: 3 clusters Score -637721.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -637752.562500 Penalty: 850.438965
	Iteration 25Q: 3 clusters Score -637752.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -637781.812500 Penalty: 850.438965
	Iteration 26Q: 3 clusters Score -637781.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -637810.812500 Penalty: 850.438965
	Iteration 27Q: 3 clusters Score -637810.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -637835.625000 Penalty: 850.438965
	Iteration 28Q: 3 clusters Score -637835.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -637865.937500 Penalty: 850.438965
	Iteration 29Q: 3 clusters Score -637865.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -637889.500000 Penalty: 850.438965
	Iteration 30Q: 3 clusters Score -637889.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -637920.125000 Penalty: 850.438965
	Iteration 31Q: 3 clusters Score -637920.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -637955.125000 Penalty: 850.438965
	Iteration 32Q: 3 clusters Score -637955.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -637984.812500 Penalty: 850.438965
	Iteration 33Q: 3 clusters Score -637984.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -638008.562500 Penalty: 850.438965
	Iteration 34Q: 3 clusters Score -638008.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -638035.875000 Penalty: 850.438965
	Iteration 35Q: 3 clusters Score -638035.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -638068.750000 Penalty: 850.438965
	Iteration 36Q: 3 clusters Score -638068.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -638102.500000 Penalty: 850.438965
	Iteration 37Q: 3 clusters Score -638102.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -638136.437500 Penalty: 850.438965
	Iteration 38Q: 3 clusters Score -638136.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -638172.437500 Penalty: 850.438965
	Iteration 39Q: 3 clusters Score -638172.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -638195.187500 Penalty: 850.438965
	Iteration 40F: 3 clusters Score -638195.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -638219.000000 Penalty: 850.438965
	Iteration 41Q: 3 clusters Score -638219 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -638249.625000 Penalty: 850.438965
	Iteration 42Q: 3 clusters Score -638249.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -638281.312500 Penalty: 850.438965
	Iteration 43Q: 3 clusters Score -638281.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -638310.875000 Penalty: 850.438965
	Iteration 44Q: 3 clusters Score -638310.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -638341.187500 Penalty: 850.438965
	Iteration 45Q: 3 clusters Score -638341.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -638369.125000 Penalty: 850.438965
	Iteration 46Q: 3 clusters Score -638369.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -638401.250000 Penalty: 850.438965
	Iteration 47Q: 3 clusters Score -638401.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -638431.250000 Penalty: 850.438965
	Iteration 48Q: 3 clusters Score -638431.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -638460.437500 Penalty: 850.438965
	Iteration 49Q: 3 clusters Score -638460.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -638481.875000 Penalty: 850.438965
	Iteration 50Q: 3 clusters Score -638481.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -638498.000000 Penalty: 850.438965
	Iteration 51Q: 3 clusters Score -638498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -638520.000000 Penalty: 850.438965
	Iteration 52Q: 3 clusters Score -638520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -638533.375000 Penalty: 850.438965
	Iteration 53Q: 3 clusters Score -638533.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -638546.437500 Penalty: 850.438965
	Iteration 54Q: 3 clusters Score -638546.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -638568.562500 Penalty: 850.438965
	Iteration 55Q: 3 clusters Score -638568.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -638588.250000 Penalty: 850.438965
	Iteration 56Q: 3 clusters Score -638588.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -638599.000000 Penalty: 850.438965
	Iteration 57Q: 3 clusters Score -638599 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -638612.000000 Penalty: 850.438965
	Iteration 58Q: 3 clusters Score -638612 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -638627.937500 Penalty: 850.438965
	Iteration 59Q: 3 clusters Score -638627.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -638639.562500 Penalty: 850.438965
	Iteration 60F: 3 clusters Score -638639.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -638654.750000 Penalty: 850.438965
	Iteration 61Q: 3 clusters Score -638654.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -638670.312500 Penalty: 850.438965
	Iteration 62Q: 3 clusters Score -638670.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -638684.562500 Penalty: 850.438965
	Iteration 63Q: 3 clusters Score -638684.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -638697.312500 Penalty: 850.438965
	Iteration 64Q: 3 clusters Score -638697.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -638714.125000 Penalty: 850.438965
	Iteration 65Q: 3 clusters Score -638714.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -638732.937500 Penalty: 850.438965
	Iteration 66Q: 3 clusters Score -638732.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -638751.812500 Penalty: 850.438965
	Iteration 67Q: 3 clusters Score -638751.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -638768.937500 Penalty: 850.438965
	Iteration 68Q: 3 clusters Score -638768.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -638778.812500 Penalty: 850.438965
	Iteration 69Q: 3 clusters Score -638778.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -638789.375000 Penalty: 850.438965
	Iteration 70Q: 3 clusters Score -638789.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -638800.562500 Penalty: 850.438965
	Iteration 71Q: 3 clusters Score -638800.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -638814.250000 Penalty: 850.438965
	Iteration 72Q: 3 clusters Score -638814.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -638825.062500 Penalty: 850.438965
	Iteration 73Q: 3 clusters Score -638825.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -638830.375000 Penalty: 850.438965
	Iteration 74Q: 3 clusters Score -638830.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -638835.375000 Penalty: 850.438965
	Iteration 75Q: 3 clusters Score -638835.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -638841.875000 Penalty: 850.438965
	Iteration 76Q: 3 clusters Score -638841.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -638850.312500 Penalty: 850.438965
	Iteration 77Q: 3 clusters Score -638850.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -638856.937500 Penalty: 850.438965
	Iteration 78Q: 3 clusters Score -638856.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -638863.500000 Penalty: 850.438965
	Iteration 79Q: 3 clusters Score -638863.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -638870.500000 Penalty: 850.438965
	Iteration 80F: 3 clusters Score -638870.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -638875.937500 Penalty: 850.438965
	Iteration 81Q: 3 clusters Score -638875.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -638882.750000 Penalty: 850.438965
	Iteration 82Q: 3 clusters Score -638882.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -638890.312500 Penalty: 850.438965
	Iteration 83Q: 3 clusters Score -638890.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -638896.625000 Penalty: 850.438965
	Iteration 84Q: 3 clusters Score -638896.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -638902.875000 Penalty: 850.438965
	Iteration 85Q: 3 clusters Score -638902.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -638909.062500 Penalty: 850.438965
	Iteration 86Q: 3 clusters Score -638909.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -638913.375000 Penalty: 850.438965
	Iteration 87Q: 3 clusters Score -638913.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -638914.625000 Penalty: 850.438965
	Iteration 88Q: 3 clusters Score -638914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -638916.562500 Penalty: 850.438965
	Iteration 89Q: 3 clusters Score -638916.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -638922.312500 Penalty: 850.438965
	Iteration 90Q: 3 clusters Score -638922.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -638928.000000 Penalty: 850.438965
	Iteration 91Q: 3 clusters Score -638928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -638932.562500 Penalty: 850.438965
	Iteration 92Q: 3 clusters Score -638932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -638933.625000 Penalty: 850.438965
	Iteration 93Q: 3 clusters Score -638933.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -638935.312500 Penalty: 850.438965
	Iteration 94Q: 3 clusters Score -638935.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -638937.250000 Penalty: 850.438965
	Iteration 95Q: 3 clusters Score -638937.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -638937.312500 Penalty: 850.438965
	Iteration 96Q: 3 clusters Score -638937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -638937.750000 Penalty: 850.438965
	Iteration 97Q: 3 clusters Score -638937.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -638938.562500 Penalty: 850.438965
	Iteration 98Q: 3 clusters Score -638938.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -638938.562500 Penalty: 850.438965
	Iteration 99F: 3 clusters Score -638938.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -15154.782227 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -15154.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14773.698242 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -14773.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14883.896484 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -14883.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -14914.725586 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -14914.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -14928.992188 Penalty: 531.762573
	Iteration 3Q: 3 clusters Score -14928.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14945.893555 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -14945.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14948.416992 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -14948.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14949.494141 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -14949.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14949.494141 Penalty: 531.762573
	Iteration 7F: 3 clusters Score -14949.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Entering Unmasked Estep 
Score: -156912.046875 Penalty: 361.247925
	Iteration 0F: 2 clusters Score -156912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -154926.546875 Penalty: 722.495850
	Iteration 0F: 3 clusters Score -154926.5 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -155605.062500 Penalty: 722.495850
	Iteration 1F: 3 clusters Score -155605.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -155692.984375 Penalty: 722.495850
	Iteration 2F: 3 clusters Score -155693 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -155783.109375 Penalty: 722.495850
	Iteration 3F: 3 clusters Score -155783.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -155881.734375 Penalty: 722.495850
	Iteration 4F: 3 clusters Score -155881.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -155969.812500 Penalty: 722.495850
	Iteration 5F: 3 clusters Score -155969.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -156071.656250 Penalty: 722.495850
	Iteration 6F: 3 clusters Score -156071.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -156173.687500 Penalty: 722.495850
	Iteration 7F: 3 clusters Score -156173.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -156238.125000 Penalty: 722.495850
	Iteration 8Q: 3 clusters Score -156238.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -156269.937500 Penalty: 722.495850
	Iteration 9Q: 3 clusters Score -156269.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -156292.453125 Penalty: 722.495850
	Iteration 10Q: 3 clusters Score -156292.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -156312.593750 Penalty: 722.495850
	Iteration 11Q: 3 clusters Score -156312.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -156324.187500 Penalty: 722.495850
	Iteration 12Q: 3 clusters Score -156324.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -156331.218750 Penalty: 722.495850
	Iteration 13Q: 3 clusters Score -156331.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -156335.609375 Penalty: 722.495850
	Iteration 14Q: 3 clusters Score -156335.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -156339.375000 Penalty: 722.495850
	Iteration 15Q: 3 clusters Score -156339.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -156341.921875 Penalty: 722.495850
	Iteration 16Q: 3 clusters Score -156341.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -156342.937500 Penalty: 722.495850
	Iteration 17Q: 3 clusters Score -156342.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -156343.718750 Penalty: 722.495850
	Iteration 18Q: 3 clusters Score -156343.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -156345.281250 Penalty: 722.495850
	Iteration 19Q: 3 clusters Score -156345.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -156349.156250 Penalty: 722.495850
	Iteration 20F: 3 clusters Score -156349.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -156354.046875 Penalty: 722.495850
	Iteration 21Q: 3 clusters Score -156354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -156358.984375 Penalty: 722.495850
	Iteration 22Q: 3 clusters Score -156359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -156361.328125 Penalty: 722.495850
	Iteration 23Q: 3 clusters Score -156361.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -156367.890625 Penalty: 722.495850
	Iteration 24Q: 3 clusters Score -156367.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -156375.796875 Penalty: 722.495850
	Iteration 25Q: 3 clusters Score -156375.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -156382.125000 Penalty: 722.495850
	Iteration 26Q: 3 clusters Score -156382.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -156385.578125 Penalty: 722.495850
	Iteration 27Q: 3 clusters Score -156385.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -156389.781250 Penalty: 722.495850
	Iteration 28Q: 3 clusters Score -156389.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -156393.765625 Penalty: 722.495850
	Iteration 29Q: 3 clusters Score -156393.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -156397.234375 Penalty: 722.495850
	Iteration 30Q: 3 clusters Score -156397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -156399.234375 Penalty: 722.495850
	Iteration 31Q: 3 clusters Score -156399.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -156401.234375 Penalty: 722.495850
	Iteration 32Q: 3 clusters Score -156401.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -156402.968750 Penalty: 722.495850
	Iteration 33Q: 3 clusters Score -156403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -156405.718750 Penalty: 722.495850
	Iteration 34Q: 3 clusters Score -156405.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -156409.187500 Penalty: 722.495850
	Iteration 35Q: 3 clusters Score -156409.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -156414.656250 Penalty: 722.495850
	Iteration 36Q: 3 clusters Score -156414.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -156421.265625 Penalty: 722.495850
	Iteration 37Q: 3 clusters Score -156421.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -156433.781250 Penalty: 722.495850
	Iteration 38Q: 3 clusters Score -156433.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -156453.203125 Penalty: 722.495850
	Iteration 39Q: 3 clusters Score -156453.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -156468.359375 Penalty: 722.495850
	Iteration 40F: 3 clusters Score -156468.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -156485.125000 Penalty: 722.495850
	Iteration 41Q: 3 clusters Score -156485.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -156499.937500 Penalty: 722.495850
	Iteration 42Q: 3 clusters Score -156499.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -156510.125000 Penalty: 722.495850
	Iteration 43Q: 3 clusters Score -156510.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -156520.015625 Penalty: 722.495850
	Iteration 44Q: 3 clusters Score -156520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -156527.625000 Penalty: 722.495850
	Iteration 45Q: 3 clusters Score -156527.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -156534.890625 Penalty: 722.495850
	Iteration 46Q: 3 clusters Score -156534.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -156541.859375 Penalty: 722.495850
	Iteration 47Q: 3 clusters Score -156541.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -156549.015625 Penalty: 722.495850
	Iteration 48Q: 3 clusters Score -156549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -156553.359375 Penalty: 722.495850
	Iteration 49Q: 3 clusters Score -156553.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -156556.140625 Penalty: 722.495850
	Iteration 50Q: 3 clusters Score -156556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -156557.140625 Penalty: 722.495850
	Iteration 51Q: 3 clusters Score -156557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -156557.203125 Penalty: 722.495850
	Iteration 52Q: 3 clusters Score -156557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -156557.796875 Penalty: 722.495850
	Iteration 53Q: 3 clusters Score -156557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -156558.375000 Penalty: 722.495850
	Iteration 54Q: 3 clusters Score -156558.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -156559.000000 Penalty: 722.495850
	Iteration 55Q: 3 clusters Score -156559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -156559.625000 Penalty: 722.495850
	Iteration 56Q: 3 clusters Score -156559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -156559.703125 Penalty: 722.495850
	Iteration 57Q: 3 clusters Score -156559.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -156559.703125 Penalty: 722.495850
	Iteration 58F: 3 clusters Score -156559.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3614.641846 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3614.642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3424.514893 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3424.515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3448.583008 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3448.583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3458.221191 Penalty: 389.176636
	Iteration 2F: 3 clusters Score -3458.221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3462.129639 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -3462.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3465.585205 Penalty: 389.176636
	Iteration 4Q: 3 clusters Score -3465.585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3470.282471 Penalty: 389.176636
	Iteration 5Q: 3 clusters Score -3470.282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3470.282471 Penalty: 389.176636
	Iteration 6F: 3 clusters Score -3470.282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9595.695312 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9595.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9305.893555 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9305.894 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9369.210938 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9369.211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9381.261719 Penalty: 496.822296
	Iteration 2Q: 3 clusters Score -9381.262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9390.273438 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -9390.273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9395.260742 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -9395.261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9401.898438 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -9401.898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9408.924805 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -9408.925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9413.148438 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -9413.148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9415.522461 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -9415.522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9417.694336 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -9417.694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9419.808594 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -9419.809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9421.702148 Penalty: 496.822296
	Iteration 11Q: 3 clusters Score -9421.702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9421.702148 Penalty: 496.822296
	Iteration 12F: 3 clusters Score -9421.702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -6257.069824 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -6257.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6024.019043 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -6024.019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6073.385254 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -6073.385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6103.137695 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -6103.138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6109.282227 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -6109.282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6112.801270 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -6112.801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6114.729492 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -6114.729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6116.346680 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -6116.347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6116.346680 Penalty: 456.572449
	Iteration 7F: 3 clusters Score -6116.347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -12975.207031 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -12975.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12622.830078 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -12622.83 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12710.086914 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -12710.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12753.928711 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -12753.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12788.745117 Penalty: 515.959167
	Iteration 3F: 3 clusters Score -12788.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12802.670898 Penalty: 515.959167
	Iteration 4Q: 3 clusters Score -12802.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12817.407227 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -12817.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12842.732422 Penalty: 515.959167
	Iteration 6Q: 3 clusters Score -12842.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12848.717773 Penalty: 515.959167
	Iteration 7Q: 3 clusters Score -12848.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12853.590820 Penalty: 515.959167
	Iteration 8Q: 3 clusters Score -12853.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12855.832031 Penalty: 515.959167
	Iteration 9Q: 3 clusters Score -12855.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12857.057617 Penalty: 515.959167
	Iteration 10Q: 3 clusters Score -12857.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12858.052734 Penalty: 515.959167
	Iteration 11Q: 3 clusters Score -12858.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12858.750977 Penalty: 515.959167
	Iteration 12Q: 3 clusters Score -12858.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12860.536133 Penalty: 515.959167
	Iteration 13Q: 3 clusters Score -12860.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12860.536133 Penalty: 515.959167
	Iteration 14F: 3 clusters Score -12860.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -7115.909180 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -7115.909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6873.876953 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -6873.877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6933.628906 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -6933.629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6943.745117 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -6943.745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6949.440430 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -6949.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6949.884277 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -6949.884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6950.316406 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -6950.316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6951.555664 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -6951.556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6951.555664 Penalty: 470.514038
	Iteration 7F: 3 clusters Score -6951.556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -5998.882812 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -5998.883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5771.657715 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -5771.658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5832.219238 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -5832.219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5860.648438 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -5860.648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5861.631348 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -5861.631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5862.741211 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -5862.741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5862.741211 Penalty: 456.572449
	Iteration 5F: 3 clusters Score -5862.741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280918 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46819 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149135 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11447 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469636.000000 Penalty: 24005.757812
Iteration 359F: 41 clusters Score -2.746964e+07 nChanged 0
Entering ConstructFrom: 
Score: -27469636.000000 Penalty: 24005.757812
Entering ConstructFrom: 
Trying to split cluster 1 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13149.570312 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13149.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12810.075195 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12810.08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12868.753906 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12868.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12887.066406 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12887.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12897.211914 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -12897.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12908.298828 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -12908.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12914.626953 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -12914.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12916.384766 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -12916.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12919.832031 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -12919.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12926.209961 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -12926.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12936.164062 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -12936.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12946.862305 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -12946.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12952.808594 Penalty: 510.461945
	Iteration 11Q: 3 clusters Score -12952.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12957.837891 Penalty: 510.461945
	Iteration 12Q: 3 clusters Score -12957.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12964.408203 Penalty: 510.461945
	Iteration 13Q: 3 clusters Score -12964.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12969.810547 Penalty: 510.461945
	Iteration 14Q: 3 clusters Score -12969.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12970.272461 Penalty: 510.461945
	Iteration 15Q: 3 clusters Score -12970.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12970.272461 Penalty: 510.461945
	Iteration 16F: 3 clusters Score -12970.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Entering Unmasked Estep 
Score: -206704.796875 Penalty: 378.369415
	Iteration 0F: 2 clusters Score -206704.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -203886.406250 Penalty: 756.738831
	Iteration 0F: 3 clusters Score -203886.4 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -205029.109375 Penalty: 756.738831
	Iteration 1F: 3 clusters Score -205029.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -205331.171875 Penalty: 756.738831
	Iteration 2F: 3 clusters Score -205331.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -205556.546875 Penalty: 756.738831
	Iteration 3F: 3 clusters Score -205556.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -205718.812500 Penalty: 756.738831
	Iteration 4F: 3 clusters Score -205718.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -205882.406250 Penalty: 756.738831
	Iteration 5F: 3 clusters Score -205882.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -206021.328125 Penalty: 756.738831
	Iteration 6Q: 3 clusters Score -206021.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -206122.765625 Penalty: 756.738831
	Iteration 7Q: 3 clusters Score -206122.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -206176.500000 Penalty: 756.738831
	Iteration 8Q: 3 clusters Score -206176.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -206213.031250 Penalty: 756.738831
	Iteration 9Q: 3 clusters Score -206213 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -206240.500000 Penalty: 756.738831
	Iteration 10Q: 3 clusters Score -206240.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -206267.203125 Penalty: 756.738831
	Iteration 11Q: 3 clusters Score -206267.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -206284.796875 Penalty: 756.738831
	Iteration 12Q: 3 clusters Score -206284.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -206295.421875 Penalty: 756.738831
	Iteration 13Q: 3 clusters Score -206295.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -206303.812500 Penalty: 756.738831
	Iteration 14Q: 3 clusters Score -206303.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -206306.687500 Penalty: 756.738831
	Iteration 15Q: 3 clusters Score -206306.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -206308.281250 Penalty: 756.738831
	Iteration 16Q: 3 clusters Score -206308.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -206309.437500 Penalty: 756.738831
	Iteration 17Q: 3 clusters Score -206309.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -206310.546875 Penalty: 756.738831
	Iteration 18Q: 3 clusters Score -206310.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -206311.515625 Penalty: 756.738831
	Iteration 19Q: 3 clusters Score -206311.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -206312.562500 Penalty: 756.738831
	Iteration 20F: 3 clusters Score -206312.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -206314.187500 Penalty: 756.738831
	Iteration 21Q: 3 clusters Score -206314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -206315.593750 Penalty: 756.738831
	Iteration 22Q: 3 clusters Score -206315.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -206318.062500 Penalty: 756.738831
	Iteration 23Q: 3 clusters Score -206318.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -206320.515625 Penalty: 756.738831
	Iteration 24Q: 3 clusters Score -206320.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -206321.890625 Penalty: 756.738831
	Iteration 25Q: 3 clusters Score -206321.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -206322.453125 Penalty: 756.738831
	Iteration 26Q: 3 clusters Score -206322.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -206323.281250 Penalty: 756.738831
	Iteration 27Q: 3 clusters Score -206323.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -206323.187500 Penalty: 756.738831
	Iteration 28Q: 3 clusters Score -206323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -206323.890625 Penalty: 756.738831
	Iteration 29Q: 3 clusters Score -206323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -206323.734375 Penalty: 756.738831
	Iteration 30Q: 3 clusters Score -206323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -206323.687500 Penalty: 756.738831
	Iteration 31Q: 3 clusters Score -206323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -206323.890625 Penalty: 756.738831
	Iteration 32Q: 3 clusters Score -206323.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -206323.890625 Penalty: 756.738831
	Iteration 33F: 3 clusters Score -206323.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (280918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280918 members 
Entering Unmasked Estep 
Score: -14905668.000000 Penalty: 570.834717
	Iteration 0F: 2 clusters Score -1.490567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140652 members 
Mstep: Class 2 contains 140266 members 
Entering Unmasked Estep 
Score: -14718770.000000 Penalty: 1141.669434
	Iteration 0F: 3 clusters Score -1.471877e+07 nChanged 138972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154526 members 
Mstep: Class 2 contains 126392 members 
Entering Unmasked Estep 
Score: -14806289.000000 Penalty: 1141.669434
	Iteration 1F: 3 clusters Score -1.480629e+07 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162638 members 
Mstep: Class 2 contains 118280 members 
Entering Unmasked Estep 
Score: -14812076.000000 Penalty: 1141.669434
	Iteration 2Q: 3 clusters Score -1.481208e+07 nChanged 16235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173909 members 
Mstep: Class 2 contains 107009 members 
Entering Unmasked Estep 
Score: -14821146.000000 Penalty: 1141.669434
	Iteration 3F: 3 clusters Score -1.482115e+07 nChanged 18351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187434 members 
Mstep: Class 2 contains 93484 members 
Entering Unmasked Estep 
Score: -14835125.000000 Penalty: 1141.669434
	Iteration 4F: 3 clusters Score -1.483512e+07 nChanged 18365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199957 members 
Mstep: Class 2 contains 80961 members 
Entering Unmasked Estep 
Score: -14850503.000000 Penalty: 1141.669434
	Iteration 5F: 3 clusters Score -1.48505e+07 nChanged 15684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208777 members 
Mstep: Class 2 contains 72141 members 
Entering Unmasked Estep 
Score: -14861299.000000 Penalty: 1141.669434
	Iteration 6F: 3 clusters Score -1.48613e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214622 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -14866152.000000 Penalty: 1141.669434
	Iteration 7Q: 3 clusters Score -1.486615e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219610 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -14868278.000000 Penalty: 1141.669434
	Iteration 8Q: 3 clusters Score -1.486828e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224387 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -14870070.000000 Penalty: 1141.669434
	Iteration 9Q: 3 clusters Score -1.487007e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229253 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -14871764.000000 Penalty: 1141.669434
	Iteration 10Q: 3 clusters Score -1.487176e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234110 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -14873771.000000 Penalty: 1141.669434
	Iteration 11Q: 3 clusters Score -1.487377e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239046 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -14875986.000000 Penalty: 1141.669434
	Iteration 12Q: 3 clusters Score -1.487599e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244108 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -14878552.000000 Penalty: 1141.669434
	Iteration 13Q: 3 clusters Score -1.487855e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249056 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -14881259.000000 Penalty: 1141.669434
	Iteration 14Q: 3 clusters Score -1.488126e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253919 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -14884116.000000 Penalty: 1141.669434
	Iteration 15Q: 3 clusters Score -1.488412e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258542 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -14887232.000000 Penalty: 1141.669434
	Iteration 16Q: 3 clusters Score -1.488723e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262902 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -14890196.000000 Penalty: 1141.669434
	Iteration 17Q: 3 clusters Score -1.48902e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266894 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -14894046.000000 Penalty: 1141.669434
	Iteration 18Q: 3 clusters Score -1.489405e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270513 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -14897706.000000 Penalty: 1141.669434
	Iteration 19Q: 3 clusters Score -1.489771e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273754 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -14900544.000000 Penalty: 1141.669434
	Iteration 20F: 3 clusters Score -1.490054e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276468 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -14902524.000000 Penalty: 1141.669434
	Iteration 21Q: 3 clusters Score -1.490252e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278474 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -14903811.000000 Penalty: 1141.669434
	Iteration 22Q: 3 clusters Score -1.490381e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279710 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -14904502.000000 Penalty: 1141.669434
	Iteration 23Q: 3 clusters Score -1.49045e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280317 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14904849.000000 Penalty: 1141.669434
	Iteration 24Q: 3 clusters Score -1.490485e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280596 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -14905025.000000 Penalty: 1141.669434
	Iteration 25Q: 3 clusters Score -1.490502e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280716 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14905101.000000 Penalty: 1141.669434
	Iteration 26Q: 3 clusters Score -1.49051e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280765 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14905142.000000 Penalty: 1141.669434
	Iteration 27Q: 3 clusters Score -1.490514e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280787 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14905157.000000 Penalty: 1141.669434
	Iteration 28Q: 3 clusters Score -1.490516e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280805 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14905174.000000 Penalty: 1141.669434
	Iteration 29Q: 3 clusters Score -1.490517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280816 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14905173.000000 Penalty: 1141.669434
	Iteration 30Q: 3 clusters Score -1.490517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280821 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14905178.000000 Penalty: 1141.669434
	Iteration 31Q: 3 clusters Score -1.490518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280825 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14905180.000000 Penalty: 1141.669434
	Iteration 32Q: 3 clusters Score -1.490518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280826 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14905189.000000 Penalty: 1141.669434
	Iteration 33Q: 3 clusters Score -1.490519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280827 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14905192.000000 Penalty: 1141.669434
	Iteration 34Q: 3 clusters Score -1.490519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280829 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14905191.000000 Penalty: 1141.669434
	Iteration 35Q: 3 clusters Score -1.490519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280829 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14905191.000000 Penalty: 1141.669434
	Iteration 36F: 3 clusters Score -1.490519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -6268.913574 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -6268.914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6045.116699 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -6045.117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6068.396973 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -6068.397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6074.750977 Penalty: 443.642975
	Iteration 2Q: 3 clusters Score -6074.751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6074.750977 Penalty: 443.642975
	Iteration 3F: 3 clusters Score -6074.751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -49947.191406 Penalty: 312.492828
	Iteration 0F: 2 clusters Score -49947.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -49148.414062 Penalty: 624.985657
	Iteration 0F: 3 clusters Score -49148.41 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -49391.347656 Penalty: 624.985657
	Iteration 1F: 3 clusters Score -49391.35 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -49486.371094 Penalty: 624.985657
	Iteration 2F: 3 clusters Score -49486.37 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -49545.921875 Penalty: 624.985657
	Iteration 3F: 3 clusters Score -49545.92 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -49601.527344 Penalty: 624.985657
	Iteration 4F: 3 clusters Score -49601.53 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -49651.421875 Penalty: 624.985657
	Iteration 5F: 3 clusters Score -49651.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -49677.371094 Penalty: 624.985657
	Iteration 6Q: 3 clusters Score -49677.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -49694.316406 Penalty: 624.985657
	Iteration 7Q: 3 clusters Score -49694.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -49704.898438 Penalty: 624.985657
	Iteration 8Q: 3 clusters Score -49704.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -49718.968750 Penalty: 624.985657
	Iteration 9Q: 3 clusters Score -49718.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -49731.050781 Penalty: 624.985657
	Iteration 10Q: 3 clusters Score -49731.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49740.996094 Penalty: 624.985657
	Iteration 11Q: 3 clusters Score -49741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -49747.210938 Penalty: 624.985657
	Iteration 12Q: 3 clusters Score -49747.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -49750.449219 Penalty: 624.985657
	Iteration 13Q: 3 clusters Score -49750.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49754.320312 Penalty: 624.985657
	Iteration 14Q: 3 clusters Score -49754.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -49758.609375 Penalty: 624.985657
	Iteration 15Q: 3 clusters Score -49758.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -49761.312500 Penalty: 624.985657
	Iteration 16Q: 3 clusters Score -49761.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49763.277344 Penalty: 624.985657
	Iteration 17Q: 3 clusters Score -49763.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -49766.007812 Penalty: 624.985657
	Iteration 18Q: 3 clusters Score -49766.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -49769.500000 Penalty: 624.985657
	Iteration 19Q: 3 clusters Score -49769.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -49770.972656 Penalty: 624.985657
	Iteration 20F: 3 clusters Score -49770.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -49772.023438 Penalty: 624.985657
	Iteration 21Q: 3 clusters Score -49772.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -49772.218750 Penalty: 624.985657
	Iteration 22Q: 3 clusters Score -49772.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -49772.218750 Penalty: 624.985657
	Iteration 23F: 3 clusters Score -49772.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -49717.796875 Penalty: 316.218475
	Iteration 0F: 2 clusters Score -49717.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -48890.230469 Penalty: 632.436951
	Iteration 0F: 3 clusters Score -48890.23 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -49136.257812 Penalty: 632.436951
	Iteration 1F: 3 clusters Score -49136.26 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -49240.882812 Penalty: 632.436951
	Iteration 2F: 3 clusters Score -49240.88 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -49330.656250 Penalty: 632.436951
	Iteration 3F: 3 clusters Score -49330.66 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -49417.894531 Penalty: 632.436951
	Iteration 4F: 3 clusters Score -49417.89 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -49491.765625 Penalty: 632.436951
	Iteration 5F: 3 clusters Score -49491.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49541.562500 Penalty: 632.436951
	Iteration 6Q: 3 clusters Score -49541.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49560.117188 Penalty: 632.436951
	Iteration 7Q: 3 clusters Score -49560.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49568.894531 Penalty: 632.436951
	Iteration 8Q: 3 clusters Score -49568.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49575.507812 Penalty: 632.436951
	Iteration 9Q: 3 clusters Score -49575.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49578.960938 Penalty: 632.436951
	Iteration 10Q: 3 clusters Score -49578.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49579.875000 Penalty: 632.436951
	Iteration 11Q: 3 clusters Score -49579.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49580.496094 Penalty: 632.436951
	Iteration 12Q: 3 clusters Score -49580.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49580.496094 Penalty: 632.436951
	Iteration 13F: 3 clusters Score -49580.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -67184.687500 Penalty: 324.346588
	Iteration 0F: 2 clusters Score -67184.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -66200.289062 Penalty: 648.693176
	Iteration 0F: 3 clusters Score -66200.29 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66501.070312 Penalty: 648.693176
	Iteration 1F: 3 clusters Score -66501.07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -66544.257812 Penalty: 648.693176
	Iteration 2F: 3 clusters Score -66544.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -66589.820312 Penalty: 648.693176
	Iteration 3Q: 3 clusters Score -66589.82 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -66642.835938 Penalty: 648.693176
	Iteration 4Q: 3 clusters Score -66642.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -66702.000000 Penalty: 648.693176
	Iteration 5Q: 3 clusters Score -66702 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -66774.656250 Penalty: 648.693176
	Iteration 6F: 3 clusters Score -66774.66 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -66847.984375 Penalty: 648.693176
	Iteration 7F: 3 clusters Score -66847.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -66890.593750 Penalty: 648.693176
	Iteration 8Q: 3 clusters Score -66890.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -66921.757812 Penalty: 648.693176
	Iteration 9Q: 3 clusters Score -66921.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -66953.640625 Penalty: 648.693176
	Iteration 10Q: 3 clusters Score -66953.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -66980.453125 Penalty: 648.693176
	Iteration 11Q: 3 clusters Score -66980.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -67007.429688 Penalty: 648.693176
	Iteration 12Q: 3 clusters Score -67007.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -67030.625000 Penalty: 648.693176
	Iteration 13Q: 3 clusters Score -67030.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -67042.437500 Penalty: 648.693176
	Iteration 14Q: 3 clusters Score -67042.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -67047.859375 Penalty: 648.693176
	Iteration 15Q: 3 clusters Score -67047.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -67055.523438 Penalty: 648.693176
	Iteration 16Q: 3 clusters Score -67055.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -67062.601562 Penalty: 648.693176
	Iteration 17Q: 3 clusters Score -67062.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -67066.914062 Penalty: 648.693176
	Iteration 18Q: 3 clusters Score -67066.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -67069.734375 Penalty: 648.693176
	Iteration 19Q: 3 clusters Score -67069.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -67071.210938 Penalty: 648.693176
	Iteration 20F: 3 clusters Score -67071.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -67071.859375 Penalty: 648.693176
	Iteration 21Q: 3 clusters Score -67071.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -67072.093750 Penalty: 648.693176
	Iteration 22Q: 3 clusters Score -67072.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -67072.570312 Penalty: 648.693176
	Iteration 23Q: 3 clusters Score -67072.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -67073.203125 Penalty: 648.693176
	Iteration 24Q: 3 clusters Score -67073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -67073.492188 Penalty: 648.693176
	Iteration 25Q: 3 clusters Score -67073.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -67073.656250 Penalty: 648.693176
	Iteration 26Q: 3 clusters Score -67073.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -67073.656250 Penalty: 648.693176
	Iteration 27F: 3 clusters Score -67073.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Entering Unmasked Estep 
Score: -183607.781250 Penalty: 370.556458
	Iteration 0F: 2 clusters Score -183607.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -181235.937500 Penalty: 741.112915
	Iteration 0F: 3 clusters Score -181235.9 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -182074.500000 Penalty: 741.112915
	Iteration 1F: 3 clusters Score -182074.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -182189.500000 Penalty: 741.112915
	Iteration 2F: 3 clusters Score -182189.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -182289.375000 Penalty: 741.112915
	Iteration 3F: 3 clusters Score -182289.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -182381.343750 Penalty: 741.112915
	Iteration 4F: 3 clusters Score -182381.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -182504.234375 Penalty: 741.112915
	Iteration 5Q: 3 clusters Score -182504.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -182654.515625 Penalty: 741.112915
	Iteration 6F: 3 clusters Score -182654.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -182815.781250 Penalty: 741.112915
	Iteration 7F: 3 clusters Score -182815.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -182963.765625 Penalty: 741.112915
	Iteration 8F: 3 clusters Score -182963.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -183063.781250 Penalty: 741.112915
	Iteration 9Q: 3 clusters Score -183063.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -183136.187500 Penalty: 741.112915
	Iteration 10Q: 3 clusters Score -183136.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -183189.171875 Penalty: 741.112915
	Iteration 11Q: 3 clusters Score -183189.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -183220.812500 Penalty: 741.112915
	Iteration 12Q: 3 clusters Score -183220.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -183245.218750 Penalty: 741.112915
	Iteration 13Q: 3 clusters Score -183245.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -183255.859375 Penalty: 741.112915
	Iteration 14Q: 3 clusters Score -183255.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -183267.000000 Penalty: 741.112915
	Iteration 15Q: 3 clusters Score -183267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -183270.609375 Penalty: 741.112915
	Iteration 16Q: 3 clusters Score -183270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -183271.750000 Penalty: 741.112915
	Iteration 17Q: 3 clusters Score -183271.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -183271.750000 Penalty: 741.112915
	Iteration 18F: 3 clusters Score -183271.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -13096.467773 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -13096.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12782.759766 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -12782.76 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12864.397461 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -12864.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12877.057617 Penalty: 508.779846
	Iteration 2Q: 3 clusters Score -12877.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12885.999023 Penalty: 508.779846
	Iteration 3Q: 3 clusters Score -12886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12897.681641 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -12897.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12902.981445 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -12902.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12903.243164 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -12903.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12903.243164 Penalty: 508.779846
	Iteration 7F: 3 clusters Score -12903.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Entering Unmasked Estep 
Score: -119498.406250 Penalty: 349.720398
	Iteration 0F: 2 clusters Score -119498.4 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 1083 members 
Entering Unmasked Estep 
Score: -117957.000000 Penalty: 699.440796
	Iteration 0F: 3 clusters Score -117957 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -118419.679688 Penalty: 699.440796
	Iteration 1F: 3 clusters Score -118419.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -118464.937500 Penalty: 699.440796
	Iteration 2F: 3 clusters Score -118464.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -118507.898438 Penalty: 699.440796
	Iteration 3Q: 3 clusters Score -118507.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -118570.734375 Penalty: 699.440796
	Iteration 4F: 3 clusters Score -118570.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -118644.492188 Penalty: 699.440796
	Iteration 5F: 3 clusters Score -118644.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -118752.132812 Penalty: 699.440796
	Iteration 6F: 3 clusters Score -118752.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -118875.500000 Penalty: 699.440796
	Iteration 7F: 3 clusters Score -118875.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -119009.226562 Penalty: 699.440796
	Iteration 8F: 3 clusters Score -119009.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -119106.445312 Penalty: 699.440796
	Iteration 9F: 3 clusters Score -119106.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -119191.414062 Penalty: 699.440796
	Iteration 10Q: 3 clusters Score -119191.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -119238.367188 Penalty: 699.440796
	Iteration 11Q: 3 clusters Score -119238.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -119255.875000 Penalty: 699.440796
	Iteration 12Q: 3 clusters Score -119255.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -119264.546875 Penalty: 699.440796
	Iteration 13Q: 3 clusters Score -119264.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -119268.984375 Penalty: 699.440796
	Iteration 14Q: 3 clusters Score -119269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -119271.492188 Penalty: 699.440796
	Iteration 15Q: 3 clusters Score -119271.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119273.835938 Penalty: 699.440796
	Iteration 16Q: 3 clusters Score -119273.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -119275.437500 Penalty: 699.440796
	Iteration 17Q: 3 clusters Score -119275.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -119277.148438 Penalty: 699.440796
	Iteration 18Q: 3 clusters Score -119277.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -119278.796875 Penalty: 699.440796
	Iteration 19Q: 3 clusters Score -119278.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -119281.351562 Penalty: 699.440796
	Iteration 20F: 3 clusters Score -119281.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -119284.218750 Penalty: 699.440796
	Iteration 21Q: 3 clusters Score -119284.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -119287.523438 Penalty: 699.440796
	Iteration 22Q: 3 clusters Score -119287.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -119291.945312 Penalty: 699.440796
	Iteration 23Q: 3 clusters Score -119291.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -119295.195312 Penalty: 699.440796
	Iteration 24Q: 3 clusters Score -119295.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -119296.640625 Penalty: 699.440796
	Iteration 25Q: 3 clusters Score -119296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -119297.453125 Penalty: 699.440796
	Iteration 26Q: 3 clusters Score -119297.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -119297.929688 Penalty: 699.440796
	Iteration 27Q: 3 clusters Score -119297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -119298.507812 Penalty: 699.440796
	Iteration 28Q: 3 clusters Score -119298.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -119300.179688 Penalty: 699.440796
	Iteration 29Q: 3 clusters Score -119300.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -119302.632812 Penalty: 699.440796
	Iteration 30Q: 3 clusters Score -119302.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -119303.640625 Penalty: 699.440796
	Iteration 31Q: 3 clusters Score -119303.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -119303.781250 Penalty: 699.440796
	Iteration 32Q: 3 clusters Score -119303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -119304.101562 Penalty: 699.440796
	Iteration 33Q: 3 clusters Score -119304.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -119304.101562 Penalty: 699.440796
	Iteration 34F: 3 clusters Score -119304.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Entering Unmasked Estep 
Score: -110319.867188 Penalty: 348.212433
	Iteration 0F: 2 clusters Score -110319.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -108807.562500 Penalty: 696.424866
	Iteration 0F: 3 clusters Score -108807.6 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -109284.687500 Penalty: 696.424866
	Iteration 1F: 3 clusters Score -109284.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -109360.148438 Penalty: 696.424866
	Iteration 2F: 3 clusters Score -109360.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -109432.375000 Penalty: 696.424866
	Iteration 3F: 3 clusters Score -109432.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -109493.257812 Penalty: 696.424866
	Iteration 4F: 3 clusters Score -109493.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -109548.398438 Penalty: 696.424866
	Iteration 5Q: 3 clusters Score -109548.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -109620.132812 Penalty: 696.424866
	Iteration 6Q: 3 clusters Score -109620.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -109713.695312 Penalty: 696.424866
	Iteration 7F: 3 clusters Score -109713.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -109818.351562 Penalty: 696.424866
	Iteration 8F: 3 clusters Score -109818.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -109920.734375 Penalty: 696.424866
	Iteration 9F: 3 clusters Score -109920.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -109979.875000 Penalty: 696.424866
	Iteration 10Q: 3 clusters Score -109979.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -110027.109375 Penalty: 696.424866
	Iteration 11Q: 3 clusters Score -110027.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -110060.656250 Penalty: 696.424866
	Iteration 12Q: 3 clusters Score -110060.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -110092.992188 Penalty: 696.424866
	Iteration 13Q: 3 clusters Score -110093 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -110118.968750 Penalty: 696.424866
	Iteration 14Q: 3 clusters Score -110119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -110139.453125 Penalty: 696.424866
	Iteration 15Q: 3 clusters Score -110139.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110152.179688 Penalty: 696.424866
	Iteration 16Q: 3 clusters Score -110152.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -110158.875000 Penalty: 696.424866
	Iteration 17Q: 3 clusters Score -110158.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -110162.507812 Penalty: 696.424866
	Iteration 18Q: 3 clusters Score -110162.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -110164.070312 Penalty: 696.424866
	Iteration 19Q: 3 clusters Score -110164.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -110166.023438 Penalty: 696.424866
	Iteration 20F: 3 clusters Score -110166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110166.953125 Penalty: 696.424866
	Iteration 21Q: 3 clusters Score -110167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -110167.773438 Penalty: 696.424866
	Iteration 22Q: 3 clusters Score -110167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -110168.109375 Penalty: 696.424866
	Iteration 23Q: 3 clusters Score -110168.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -110168.109375 Penalty: 696.424866
	Iteration 24F: 3 clusters Score -110168.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Entering Unmasked Estep 
Score: -472272.937500 Penalty: 409.650879
	Iteration 0F: 2 clusters Score -472272.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -466850.062500 Penalty: 819.301758
	Iteration 0F: 3 clusters Score -466850.1 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -468879.906250 Penalty: 819.301758
	Iteration 1F: 3 clusters Score -468879.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -468975.593750 Penalty: 819.301758
	Iteration 2Q: 3 clusters Score -468975.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -469080.968750 Penalty: 819.301758
	Iteration 3Q: 3 clusters Score -469081 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -469192.625000 Penalty: 819.301758
	Iteration 4Q: 3 clusters Score -469192.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -469323.968750 Penalty: 819.301758
	Iteration 5Q: 3 clusters Score -469324 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -469500.218750 Penalty: 819.301758
	Iteration 6Q: 3 clusters Score -469500.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -469747.156250 Penalty: 819.301758
	Iteration 7F: 3 clusters Score -469747.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -470084.718750 Penalty: 819.301758
	Iteration 8F: 3 clusters Score -470084.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -470397.843750 Penalty: 819.301758
	Iteration 9F: 3 clusters Score -470397.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -470594.437500 Penalty: 819.301758
	Iteration 10Q: 3 clusters Score -470594.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -470695.843750 Penalty: 819.301758
	Iteration 11Q: 3 clusters Score -470695.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -470758.218750 Penalty: 819.301758
	Iteration 12Q: 3 clusters Score -470758.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -470819.687500 Penalty: 819.301758
	Iteration 13Q: 3 clusters Score -470819.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -470874.750000 Penalty: 819.301758
	Iteration 14Q: 3 clusters Score -470874.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -470928.281250 Penalty: 819.301758
	Iteration 15Q: 3 clusters Score -470928.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -470985.937500 Penalty: 819.301758
	Iteration 16Q: 3 clusters Score -470985.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -471045.375000 Penalty: 819.301758
	Iteration 17Q: 3 clusters Score -471045.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -471097.781250 Penalty: 819.301758
	Iteration 18Q: 3 clusters Score -471097.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -471152.375000 Penalty: 819.301758
	Iteration 19Q: 3 clusters Score -471152.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -471205.187500 Penalty: 819.301758
	Iteration 20F: 3 clusters Score -471205.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -471264.906250 Penalty: 819.301758
	Iteration 21Q: 3 clusters Score -471264.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -471325.562500 Penalty: 819.301758
	Iteration 22Q: 3 clusters Score -471325.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -471392.218750 Penalty: 819.301758
	Iteration 23Q: 3 clusters Score -471392.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -471467.000000 Penalty: 819.301758
	Iteration 24Q: 3 clusters Score -471467 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -471521.093750 Penalty: 819.301758
	Iteration 25Q: 3 clusters Score -471521.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -471556.156250 Penalty: 819.301758
	Iteration 26Q: 3 clusters Score -471556.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -471587.500000 Penalty: 819.301758
	Iteration 27Q: 3 clusters Score -471587.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -471610.437500 Penalty: 819.301758
	Iteration 28Q: 3 clusters Score -471610.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -471626.062500 Penalty: 819.301758
	Iteration 29Q: 3 clusters Score -471626.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -471635.093750 Penalty: 819.301758
	Iteration 30Q: 3 clusters Score -471635.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -471647.875000 Penalty: 819.301758
	Iteration 31Q: 3 clusters Score -471647.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -471670.500000 Penalty: 819.301758
	Iteration 32Q: 3 clusters Score -471670.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -471696.343750 Penalty: 819.301758
	Iteration 33Q: 3 clusters Score -471696.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -471716.531250 Penalty: 819.301758
	Iteration 34Q: 3 clusters Score -471716.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -471732.031250 Penalty: 819.301758
	Iteration 35Q: 3 clusters Score -471732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -471740.125000 Penalty: 819.301758
	Iteration 36Q: 3 clusters Score -471740.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -471745.562500 Penalty: 819.301758
	Iteration 37Q: 3 clusters Score -471745.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -471751.968750 Penalty: 819.301758
	Iteration 38Q: 3 clusters Score -471752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -471759.562500 Penalty: 819.301758
	Iteration 39Q: 3 clusters Score -471759.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -471770.625000 Penalty: 819.301758
	Iteration 40F: 3 clusters Score -471770.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -471790.812500 Penalty: 819.301758
	Iteration 41Q: 3 clusters Score -471790.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -471810.531250 Penalty: 819.301758
	Iteration 42Q: 3 clusters Score -471810.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -471826.593750 Penalty: 819.301758
	Iteration 43Q: 3 clusters Score -471826.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -471835.218750 Penalty: 819.301758
	Iteration 44Q: 3 clusters Score -471835.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -471844.718750 Penalty: 819.301758
	Iteration 45Q: 3 clusters Score -471844.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -471854.062500 Penalty: 819.301758
	Iteration 46Q: 3 clusters Score -471854.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -471862.562500 Penalty: 819.301758
	Iteration 47Q: 3 clusters Score -471862.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -471869.656250 Penalty: 819.301758
	Iteration 48Q: 3 clusters Score -471869.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -471876.531250 Penalty: 819.301758
	Iteration 49Q: 3 clusters Score -471876.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -471883.968750 Penalty: 819.301758
	Iteration 50Q: 3 clusters Score -471884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -471889.906250 Penalty: 819.301758
	Iteration 51Q: 3 clusters Score -471889.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -471892.750000 Penalty: 819.301758
	Iteration 52Q: 3 clusters Score -471892.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -471898.250000 Penalty: 819.301758
	Iteration 53Q: 3 clusters Score -471898.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -471907.875000 Penalty: 819.301758
	Iteration 54Q: 3 clusters Score -471907.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -471916.343750 Penalty: 819.301758
	Iteration 55Q: 3 clusters Score -471916.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -471920.718750 Penalty: 819.301758
	Iteration 56Q: 3 clusters Score -471920.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -471923.843750 Penalty: 819.301758
	Iteration 57Q: 3 clusters Score -471923.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -471925.656250 Penalty: 819.301758
	Iteration 58Q: 3 clusters Score -471925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -471926.625000 Penalty: 819.301758
	Iteration 59Q: 3 clusters Score -471926.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -471929.000000 Penalty: 819.301758
	Iteration 60F: 3 clusters Score -471929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -471932.281250 Penalty: 819.301758
	Iteration 61Q: 3 clusters Score -471932.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -471932.468750 Penalty: 819.301758
	Iteration 62Q: 3 clusters Score -471932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -471934.593750 Penalty: 819.301758
	Iteration 63Q: 3 clusters Score -471934.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -471936.375000 Penalty: 819.301758
	Iteration 64Q: 3 clusters Score -471936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -471936.375000 Penalty: 819.301758
	Iteration 65Q: 3 clusters Score -471936.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -471936.375000 Penalty: 819.301758
	Iteration 66F: 3 clusters Score -471936.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -45124.566406 Penalty: 308.227173
	Iteration 0F: 2 clusters Score -45124.57 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 415 members 
Entering Unmasked Estep 
Score: -44416.011719 Penalty: 616.454346
	Iteration 0F: 3 clusters Score -44416.01 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -44635.796875 Penalty: 616.454346
	Iteration 1F: 3 clusters Score -44635.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44702.476562 Penalty: 616.454346
	Iteration 2F: 3 clusters Score -44702.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44751.140625 Penalty: 616.454346
	Iteration 3F: 3 clusters Score -44751.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44798.511719 Penalty: 616.454346
	Iteration 4F: 3 clusters Score -44798.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44823.570312 Penalty: 616.454346
	Iteration 5Q: 3 clusters Score -44823.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44841.222656 Penalty: 616.454346
	Iteration 6Q: 3 clusters Score -44841.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -44854.617188 Penalty: 616.454346
	Iteration 7Q: 3 clusters Score -44854.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -44864.769531 Penalty: 616.454346
	Iteration 8Q: 3 clusters Score -44864.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -44877.183594 Penalty: 616.454346
	Iteration 9Q: 3 clusters Score -44877.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -44893.042969 Penalty: 616.454346
	Iteration 10Q: 3 clusters Score -44893.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -44896.699219 Penalty: 616.454346
	Iteration 11Q: 3 clusters Score -44896.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -44897.679688 Penalty: 616.454346
	Iteration 12Q: 3 clusters Score -44897.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -44898.007812 Penalty: 616.454346
	Iteration 13Q: 3 clusters Score -44898.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -44898.007812 Penalty: 616.454346
	Iteration 14F: 3 clusters Score -44898.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -78340.210938 Penalty: 331.708313
	Iteration 0F: 2 clusters Score -78340.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -77264.429688 Penalty: 663.416626
	Iteration 0F: 3 clusters Score -77264.43 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -77623.695312 Penalty: 663.416626
	Iteration 1F: 3 clusters Score -77623.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -77733.718750 Penalty: 663.416626
	Iteration 2F: 3 clusters Score -77733.72 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -77837.210938 Penalty: 663.416626
	Iteration 3F: 3 clusters Score -77837.21 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -77910.234375 Penalty: 663.416626
	Iteration 4F: 3 clusters Score -77910.23 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -77971.640625 Penalty: 663.416626
	Iteration 5F: 3 clusters Score -77971.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78017.554688 Penalty: 663.416626
	Iteration 6Q: 3 clusters Score -78017.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78050.921875 Penalty: 663.416626
	Iteration 7Q: 3 clusters Score -78050.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78066.820312 Penalty: 663.416626
	Iteration 8Q: 3 clusters Score -78066.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -78083.328125 Penalty: 663.416626
	Iteration 9Q: 3 clusters Score -78083.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78101.460938 Penalty: 663.416626
	Iteration 10Q: 3 clusters Score -78101.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78112.109375 Penalty: 663.416626
	Iteration 11Q: 3 clusters Score -78112.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78120.734375 Penalty: 663.416626
	Iteration 12Q: 3 clusters Score -78120.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -78128.039062 Penalty: 663.416626
	Iteration 13Q: 3 clusters Score -78128.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -78133.000000 Penalty: 663.416626
	Iteration 14Q: 3 clusters Score -78133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78135.914062 Penalty: 663.416626
	Iteration 15Q: 3 clusters Score -78135.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78138.859375 Penalty: 663.416626
	Iteration 16Q: 3 clusters Score -78138.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -78140.648438 Penalty: 663.416626
	Iteration 17Q: 3 clusters Score -78140.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -78141.992188 Penalty: 663.416626
	Iteration 18Q: 3 clusters Score -78141.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -78143.414062 Penalty: 663.416626
	Iteration 19Q: 3 clusters Score -78143.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -78144.445312 Penalty: 663.416626
	Iteration 20F: 3 clusters Score -78144.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -78144.570312 Penalty: 663.416626
	Iteration 21Q: 3 clusters Score -78144.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -78144.726562 Penalty: 663.416626
	Iteration 22Q: 3 clusters Score -78144.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -78145.046875 Penalty: 663.416626
	Iteration 23Q: 3 clusters Score -78145.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -78145.523438 Penalty: 663.416626
	Iteration 24Q: 3 clusters Score -78145.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -78146.203125 Penalty: 663.416626
	Iteration 25Q: 3 clusters Score -78146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -78148.601562 Penalty: 663.416626
	Iteration 26Q: 3 clusters Score -78148.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -78152.578125 Penalty: 663.416626
	Iteration 27Q: 3 clusters Score -78152.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -78154.250000 Penalty: 663.416626
	Iteration 28Q: 3 clusters Score -78154.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -78156.093750 Penalty: 663.416626
	Iteration 29Q: 3 clusters Score -78156.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -78157.382812 Penalty: 663.416626
	Iteration 30Q: 3 clusters Score -78157.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -78157.921875 Penalty: 663.416626
	Iteration 31Q: 3 clusters Score -78157.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -78157.921875 Penalty: 663.416626
	Iteration 32F: 3 clusters Score -78157.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -19698.521484 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -19698.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19290.087891 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -19290.09 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19394.390625 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -19394.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19414.880859 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -19414.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19423.988281 Penalty: 537.882507
	Iteration 3Q: 3 clusters Score -19423.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19434.703125 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -19434.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19440.738281 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -19440.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19446.074219 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -19446.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19449.888672 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -19449.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19452.583984 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -19452.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19455.662109 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -19455.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19456.259766 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -19456.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19456.259766 Penalty: 537.882507
	Iteration 11F: 3 clusters Score -19456.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -29150.263672 Penalty: 287.676697
	Iteration 0F: 2 clusters Score -29150.26 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 269 members 
Entering Unmasked Estep 
Score: -28618.058594 Penalty: 575.353394
	Iteration 0F: 3 clusters Score -28618.06 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28776.716797 Penalty: 575.353394
	Iteration 1F: 3 clusters Score -28776.72 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28822.328125 Penalty: 575.353394
	Iteration 2F: 3 clusters Score -28822.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28843.906250 Penalty: 575.353394
	Iteration 3Q: 3 clusters Score -28843.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28859.714844 Penalty: 575.353394
	Iteration 4Q: 3 clusters Score -28859.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28869.650391 Penalty: 575.353394
	Iteration 5Q: 3 clusters Score -28869.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28880.320312 Penalty: 575.353394
	Iteration 6Q: 3 clusters Score -28880.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28889.923828 Penalty: 575.353394
	Iteration 7Q: 3 clusters Score -28889.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28897.507812 Penalty: 575.353394
	Iteration 8Q: 3 clusters Score -28897.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28908.277344 Penalty: 575.353394
	Iteration 9Q: 3 clusters Score -28908.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28917.300781 Penalty: 575.353394
	Iteration 10Q: 3 clusters Score -28917.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28928.164062 Penalty: 575.353394
	Iteration 11Q: 3 clusters Score -28928.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28936.642578 Penalty: 575.353394
	Iteration 12Q: 3 clusters Score -28936.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28940.039062 Penalty: 575.353394
	Iteration 13Q: 3 clusters Score -28940.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28942.330078 Penalty: 575.353394
	Iteration 14Q: 3 clusters Score -28942.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28942.525391 Penalty: 575.353394
	Iteration 15Q: 3 clusters Score -28942.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28942.525391 Penalty: 575.353394
	Iteration 16F: 3 clusters Score -28942.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Entering Unmasked Estep 
Score: -2381611.250000 Penalty: 489.309021
	Iteration 0F: 2 clusters Score -2381611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -2350412.750000 Penalty: 978.618042
	Iteration 0F: 3 clusters Score -2350413 nChanged 22553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2364015.000000 Penalty: 978.618042
	Iteration 1F: 3 clusters Score -2364015 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2364946.750000 Penalty: 978.618042
	Iteration 2Q: 3 clusters Score -2364947 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2366412.750000 Penalty: 978.618042
	Iteration 3F: 3 clusters Score -2366413 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2368627.500000 Penalty: 978.618042
	Iteration 4F: 3 clusters Score -2368628 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2371329.500000 Penalty: 978.618042
	Iteration 5F: 3 clusters Score -2371330 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2373714.500000 Penalty: 978.618042
	Iteration 6F: 3 clusters Score -2373714 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2375080.000000 Penalty: 978.618042
	Iteration 7Q: 3 clusters Score -2375080 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2375803.250000 Penalty: 978.618042
	Iteration 8Q: 3 clusters Score -2375803 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2376313.750000 Penalty: 978.618042
	Iteration 9Q: 3 clusters Score -2376314 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2376896.750000 Penalty: 978.618042
	Iteration 10Q: 3 clusters Score -2376897 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2377428.750000 Penalty: 978.618042
	Iteration 11Q: 3 clusters Score -2377429 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2377942.500000 Penalty: 978.618042
	Iteration 12Q: 3 clusters Score -2377942 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2378511.250000 Penalty: 978.618042
	Iteration 13Q: 3 clusters Score -2378511 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2379015.750000 Penalty: 978.618042
	Iteration 14Q: 3 clusters Score -2379016 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2379467.500000 Penalty: 978.618042
	Iteration 15Q: 3 clusters Score -2379468 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2379860.000000 Penalty: 978.618042
	Iteration 16Q: 3 clusters Score -2379860 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2380195.250000 Penalty: 978.618042
	Iteration 17Q: 3 clusters Score -2380195 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2380420.250000 Penalty: 978.618042
	Iteration 18Q: 3 clusters Score -2380420 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2380571.000000 Penalty: 978.618042
	Iteration 19Q: 3 clusters Score -2380571 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2380687.000000 Penalty: 978.618042
	Iteration 20F: 3 clusters Score -2380687 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2380785.250000 Penalty: 978.618042
	Iteration 21Q: 3 clusters Score -2380785 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2380859.500000 Penalty: 978.618042
	Iteration 22Q: 3 clusters Score -2380860 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2380906.000000 Penalty: 978.618042
	Iteration 23Q: 3 clusters Score -2380906 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2380949.250000 Penalty: 978.618042
	Iteration 24Q: 3 clusters Score -2380949 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2380994.750000 Penalty: 978.618042
	Iteration 25Q: 3 clusters Score -2380995 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2381030.750000 Penalty: 978.618042
	Iteration 26Q: 3 clusters Score -2381031 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2381061.000000 Penalty: 978.618042
	Iteration 27Q: 3 clusters Score -2381061 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2381094.500000 Penalty: 978.618042
	Iteration 28Q: 3 clusters Score -2381094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2381109.250000 Penalty: 978.618042
	Iteration 29Q: 3 clusters Score -2381109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2381129.750000 Penalty: 978.618042
	Iteration 30Q: 3 clusters Score -2381130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2381144.750000 Penalty: 978.618042
	Iteration 31Q: 3 clusters Score -2381145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2381156.750000 Penalty: 978.618042
	Iteration 32Q: 3 clusters Score -2381157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2381161.250000 Penalty: 978.618042
	Iteration 33Q: 3 clusters Score -2381161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2381167.000000 Penalty: 978.618042
	Iteration 34Q: 3 clusters Score -2381167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2381170.000000 Penalty: 978.618042
	Iteration 35Q: 3 clusters Score -2381170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2381172.000000 Penalty: 978.618042
	Iteration 36Q: 3 clusters Score -2381172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2381173.500000 Penalty: 978.618042
	Iteration 37Q: 3 clusters Score -2381174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2381176.250000 Penalty: 978.618042
	Iteration 38Q: 3 clusters Score -2381176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2381177.750000 Penalty: 978.618042
	Iteration 39Q: 3 clusters Score -2381178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2381175.750000 Penalty: 978.618042
	Iteration 40F: 3 clusters Score -2381176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2381178.750000 Penalty: 978.618042
	Iteration 41Q: 3 clusters Score -2381179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2381178.750000 Penalty: 978.618042
	Iteration 42F: 3 clusters Score -2381179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -33470.800781 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -33470.8 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 344 members 
Entering Unmasked Estep 
Score: -32834.652344 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -32834.65 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -33031.527344 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -33031.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -33075.625000 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -33075.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33111.085938 Penalty: 599.717407
	Iteration 3F: 3 clusters Score -33111.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33139.617188 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -33139.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33154.937500 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -33154.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33165.988281 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -33165.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33176.710938 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -33176.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33184.554688 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -33184.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33195.351562 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -33195.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33205.433594 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -33205.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33209.753906 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -33209.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33217.058594 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -33217.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33224.785156 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -33224.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33238.261719 Penalty: 599.717407
	Iteration 14Q: 3 clusters Score -33238.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33264.066406 Penalty: 599.717407
	Iteration 15Q: 3 clusters Score -33264.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33293.511719 Penalty: 599.717407
	Iteration 16Q: 3 clusters Score -33293.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33310.218750 Penalty: 599.717407
	Iteration 17Q: 3 clusters Score -33310.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33317.875000 Penalty: 599.717407
	Iteration 18Q: 3 clusters Score -33317.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33330.613281 Penalty: 599.717407
	Iteration 19Q: 3 clusters Score -33330.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33336.222656 Penalty: 599.717407
	Iteration 20F: 3 clusters Score -33336.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33339.746094 Penalty: 599.717407
	Iteration 21Q: 3 clusters Score -33339.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33340.453125 Penalty: 599.717407
	Iteration 22Q: 3 clusters Score -33340.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33340.542969 Penalty: 599.717407
	Iteration 23Q: 3 clusters Score -33340.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33340.542969 Penalty: 599.717407
	Iteration 24F: 3 clusters Score -33340.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -8657.305664 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -8657.306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8375.728516 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -8375.729 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8429.633789 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -8429.634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8434.236328 Penalty: 476.998962
	Iteration 2Q: 3 clusters Score -8434.236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8438.635742 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -8438.636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8439.617188 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -8439.617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8439.617188 Penalty: 476.998962
	Iteration 5F: 3 clusters Score -8439.617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -84026.804688 Penalty: 336.839264
	Iteration 0F: 2 clusters Score -84026.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -82805.593750 Penalty: 673.678528
	Iteration 0F: 3 clusters Score -82805.59 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -83371.101562 Penalty: 673.678528
	Iteration 1F: 3 clusters Score -83371.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -83525.398438 Penalty: 673.678528
	Iteration 2F: 3 clusters Score -83525.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -83635.523438 Penalty: 673.678528
	Iteration 3F: 3 clusters Score -83635.52 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -83725.992188 Penalty: 673.678528
	Iteration 4F: 3 clusters Score -83725.99 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -83807.781250 Penalty: 673.678528
	Iteration 5F: 3 clusters Score -83807.78 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -83903.210938 Penalty: 673.678528
	Iteration 6Q: 3 clusters Score -83903.21 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -83995.406250 Penalty: 673.678528
	Iteration 7F: 3 clusters Score -83995.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -84050.132812 Penalty: 673.678528
	Iteration 8Q: 3 clusters Score -84050.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -84084.703125 Penalty: 673.678528
	Iteration 9Q: 3 clusters Score -84084.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -84091.500000 Penalty: 673.678528
	Iteration 10Q: 3 clusters Score -84091.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -84096.085938 Penalty: 673.678528
	Iteration 11Q: 3 clusters Score -84096.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -84101.546875 Penalty: 673.678528
	Iteration 12Q: 3 clusters Score -84101.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -84103.734375 Penalty: 673.678528
	Iteration 13Q: 3 clusters Score -84103.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -84104.468750 Penalty: 673.678528
	Iteration 14Q: 3 clusters Score -84104.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -84104.882812 Penalty: 673.678528
	Iteration 15Q: 3 clusters Score -84104.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -84105.554688 Penalty: 673.678528
	Iteration 16Q: 3 clusters Score -84105.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -84106.000000 Penalty: 673.678528
	Iteration 17Q: 3 clusters Score -84106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -84106.421875 Penalty: 673.678528
	Iteration 18Q: 3 clusters Score -84106.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -84106.664062 Penalty: 673.678528
	Iteration 19Q: 3 clusters Score -84106.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -84106.664062 Penalty: 673.678528
	Iteration 20F: 3 clusters Score -84106.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2656 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 280918 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 46819 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 973 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 149135 members 
Mstep: Class 24 contains 556 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 7100 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 11447 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 2806 members 
Mstep: Class 35 contains 72 members 
Mstep: Class 36 contains 235 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 668 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
Score: -27469494.000000 Penalty: 24605.902344
Splitting cluster 20 changes total score from -27469636.000000 to -27469494.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -2304.197510 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -2304.198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2196.342529 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -2196.343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2215.335205 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -2215.335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -5739.242676 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -5739.243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5549.654785 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -5549.655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5640.937012 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -5640.937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5665.989258 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -5665.989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5676.138184 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -5676.138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5684.084473 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -5684.084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5684.907715 Penalty: 451.618896
	Iteration 5Q: 3 clusters Score -5684.908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5684.907715 Penalty: 451.618896
	Iteration 6F: 3 clusters Score -5684.908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (149135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149135 members 
Entering Unmasked Estep 
Score: -8036520.000000 Penalty: 542.023621
	Iteration 0F: 2 clusters Score -8036520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 74432 members 
Entering Unmasked Estep 
Score: -7935640.000000 Penalty: 1084.047241
	Iteration 0F: 3 clusters Score -7935640 nChanged 73119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -7982440.500000 Penalty: 1084.047241
	Iteration 1F: 3 clusters Score -7982440 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86688 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -7987424.000000 Penalty: 1084.047241
	Iteration 2F: 3 clusters Score -7987424 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92171 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -7996057.500000 Penalty: 1084.047241
	Iteration 3F: 3 clusters Score -7996058 nChanged 12599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98028 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -8008533.000000 Penalty: 1084.047241
	Iteration 4F: 3 clusters Score -8008533 nChanged 11429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102385 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -8019377.000000 Penalty: 1084.047241
	Iteration 5F: 3 clusters Score -8019377 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104852 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -8023972.500000 Penalty: 1084.047241
	Iteration 6Q: 3 clusters Score -8023972 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106859 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -8026038.000000 Penalty: 1084.047241
	Iteration 7Q: 3 clusters Score -8026038 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108679 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -8027272.000000 Penalty: 1084.047241
	Iteration 8Q: 3 clusters Score -8027272 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -8028168.000000 Penalty: 1084.047241
	Iteration 9Q: 3 clusters Score -8028168 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111671 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -8028728.000000 Penalty: 1084.047241
	Iteration 10Q: 3 clusters Score -8028728 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113033 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -8029239.500000 Penalty: 1084.047241
	Iteration 11Q: 3 clusters Score -8029240 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114347 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -8029602.500000 Penalty: 1084.047241
	Iteration 12Q: 3 clusters Score -8029602 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115584 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -8029975.000000 Penalty: 1084.047241
	Iteration 13Q: 3 clusters Score -8029975 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116750 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -8030321.500000 Penalty: 1084.047241
	Iteration 14Q: 3 clusters Score -8030322 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117831 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -8030553.000000 Penalty: 1084.047241
	Iteration 15Q: 3 clusters Score -8030553 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118890 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -8030777.000000 Penalty: 1084.047241
	Iteration 16Q: 3 clusters Score -8030777 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119919 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -8031000.500000 Penalty: 1084.047241
	Iteration 17Q: 3 clusters Score -8031000 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120917 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -8031172.000000 Penalty: 1084.047241
	Iteration 18Q: 3 clusters Score -8031172 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121913 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -8031453.000000 Penalty: 1084.047241
	Iteration 19Q: 3 clusters Score -8031453 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122884 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -8031635.500000 Penalty: 1084.047241
	Iteration 20F: 3 clusters Score -8031636 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123798 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -8031836.000000 Penalty: 1084.047241
	Iteration 21Q: 3 clusters Score -8031836 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124686 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -8032003.000000 Penalty: 1084.047241
	Iteration 22Q: 3 clusters Score -8032003 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125597 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -8032251.000000 Penalty: 1084.047241
	Iteration 23Q: 3 clusters Score -8032251 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126485 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -8032478.000000 Penalty: 1084.047241
	Iteration 24Q: 3 clusters Score -8032478 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127325 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -8032613.500000 Penalty: 1084.047241
	Iteration 25Q: 3 clusters Score -8032614 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128139 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -8032767.000000 Penalty: 1084.047241
	Iteration 26Q: 3 clusters Score -8032767 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128886 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -8032933.500000 Penalty: 1084.047241
	Iteration 27Q: 3 clusters Score -8032934 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129596 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -8033059.500000 Penalty: 1084.047241
	Iteration 28Q: 3 clusters Score -8033060 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130248 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -8033168.500000 Penalty: 1084.047241
	Iteration 29Q: 3 clusters Score -8033168 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130873 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -8033317.500000 Penalty: 1084.047241
	Iteration 30Q: 3 clusters Score -8033318 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131542 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -8033432.000000 Penalty: 1084.047241
	Iteration 31Q: 3 clusters Score -8033432 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132205 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -8033582.000000 Penalty: 1084.047241
	Iteration 32Q: 3 clusters Score -8033582 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132861 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -8033763.500000 Penalty: 1084.047241
	Iteration 33Q: 3 clusters Score -8033764 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133487 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -8033858.000000 Penalty: 1084.047241
	Iteration 34Q: 3 clusters Score -8033858 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134144 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -8034023.000000 Penalty: 1084.047241
	Iteration 35Q: 3 clusters Score -8034023 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134784 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -8034124.000000 Penalty: 1084.047241
	Iteration 36Q: 3 clusters Score -8034124 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135421 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8034274 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136030 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -8034371.500000 Penalty: 1084.047241
	Iteration 38Q: 3 clusters Score -8034372 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136590 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -8034483.000000 Penalty: 1084.047241
	Iteration 39Q: 3 clusters Score -8034483 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137129 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -8034572.500000 Penalty: 1084.047241
	Iteration 40F: 3 clusters Score -8034572 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137652 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -8034691.000000 Penalty: 1084.047241
	Iteration 41Q: 3 clusters Score -8034691 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138179 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -8034789.500000 Penalty: 1084.047241
	Iteration 42Q: 3 clusters Score -8034790 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138674 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -8034819.000000 Penalty: 1084.047241
	Iteration 43Q: 3 clusters Score -8034819 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139133 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -8034908.500000 Penalty: 1084.047241
	Iteration 44Q: 3 clusters Score -8034908 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139579 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -8034974.500000 Penalty: 1084.047241
	Iteration 45Q: 3 clusters Score -8034974 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139990 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -8035053.500000 Penalty: 1084.047241
	Iteration 46Q: 3 clusters Score -8035054 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140381 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -8035159.500000 Penalty: 1084.047241
	Iteration 47Q: 3 clusters Score -8035160 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140768 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -8035178.000000 Penalty: 1084.047241
	Iteration 48Q: 3 clusters Score -8035178 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141127 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -8035246.000000 Penalty: 1084.047241
	Iteration 49Q: 3 clusters Score -8035246 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141467 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8035277 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141786 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -8035329.500000 Penalty: 1084.047241
	Iteration 51Q: 3 clusters Score -8035330 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142080 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -8035348.500000 Penalty: 1084.047241
	Iteration 52Q: 3 clusters Score -8035348 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142329 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -8035399.500000 Penalty: 1084.047241
	Iteration 53Q: 3 clusters Score -8035400 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142604 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -8035452.000000 Penalty: 1084.047241
	Iteration 54Q: 3 clusters Score -8035452 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142854 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -8035491.000000 Penalty: 1084.047241
	Iteration 55Q: 3 clusters Score -8035491 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143063 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -8035503.000000 Penalty: 1084.047241
	Iteration 56Q: 3 clusters Score -8035503 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143258 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8035488 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143455 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -8035516.500000 Penalty: 1084.047241
	Iteration 58Q: 3 clusters Score -8035516 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143626 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -8035523.000000 Penalty: 1084.047241
	Iteration 59Q: 3 clusters Score -8035523 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143791 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -8035535.500000 Penalty: 1084.047241
	Iteration 60F: 3 clusters Score -8035536 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143939 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -8035527.500000 Penalty: 1084.047241
	Iteration 61Q: 3 clusters Score -8035528 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144089 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -8035523.500000 Penalty: 1084.047241
	Iteration 62Q: 3 clusters Score -8035524 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144246 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -8035526.500000 Penalty: 1084.047241
	Iteration 63Q: 3 clusters Score -8035526 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144406 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -8035541.500000 Penalty: 1084.047241
	Iteration 64Q: 3 clusters Score -8035542 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144570 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -8035537.500000 Penalty: 1084.047241
	Iteration 65Q: 3 clusters Score -8035538 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144753 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -8035546.000000 Penalty: 1084.047241
	Iteration 66Q: 3 clusters Score -8035546 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144944 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -8035591.000000 Penalty: 1084.047241
	Iteration 67Q: 3 clusters Score -8035591 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145154 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -8035649.500000 Penalty: 1084.047241
	Iteration 68Q: 3 clusters Score -8035650 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145376 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -8035709.000000 Penalty: 1084.047241
	Iteration 69Q: 3 clusters Score -8035709 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145604 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -8035753.500000 Penalty: 1084.047241
	Iteration 70Q: 3 clusters Score -8035754 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145834 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8035838 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146062 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -8035881.500000 Penalty: 1084.047241
	Iteration 72Q: 3 clusters Score -8035882 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146262 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -8035920.000000 Penalty: 1084.047241
	Iteration 73Q: 3 clusters Score -8035920 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146449 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8035988 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146616 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8036048.500000 Penalty: 1084.047241
	Iteration 75Q: 3 clusters Score -8036048 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146783 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8036058.500000 Penalty: 1084.047241
	Iteration 76Q: 3 clusters Score -8036058 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146924 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8036106.000000 Penalty: 1084.047241
	Iteration 77Q: 3 clusters Score -8036106 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147063 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8036143.500000 Penalty: 1084.047241
	Iteration 78Q: 3 clusters Score -8036144 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147177 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8036184.500000 Penalty: 1084.047241
	Iteration 79Q: 3 clusters Score -8036184 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147268 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8036198.500000 Penalty: 1084.047241
	Iteration 80F: 3 clusters Score -8036198 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147351 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8036219.500000 Penalty: 1084.047241
	Iteration 81Q: 3 clusters Score -8036220 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147423 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8036237.000000 Penalty: 1084.047241
	Iteration 82Q: 3 clusters Score -8036237 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147485 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8036229.000000 Penalty: 1084.047241
	Iteration 83Q: 3 clusters Score -8036229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147526 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8036226.500000 Penalty: 1084.047241
	Iteration 84Q: 3 clusters Score -8036226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147566 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8036229.500000 Penalty: 1084.047241
	Iteration 85Q: 3 clusters Score -8036230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147602 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8036248.000000 Penalty: 1084.047241
	Iteration 86Q: 3 clusters Score -8036248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147638 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8036265.500000 Penalty: 1084.047241
	Iteration 87Q: 3 clusters Score -8036266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147665 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8036262.500000 Penalty: 1084.047241
	Iteration 88Q: 3 clusters Score -8036262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147683 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8036274.000000 Penalty: 1084.047241
	Iteration 89Q: 3 clusters Score -8036274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147698 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8036268.500000 Penalty: 1084.047241
	Iteration 90Q: 3 clusters Score -8036268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147714 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8036276.000000 Penalty: 1084.047241
	Iteration 91Q: 3 clusters Score -8036276 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147732 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8036276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147747 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8036278 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147764 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8036276 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147785 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8036285.000000 Penalty: 1084.047241
	Iteration 95Q: 3 clusters Score -8036285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147806 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8036274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147818 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8036274 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147830 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8036274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147848 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8036274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147872 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8036286.500000 Penalty: 1084.047241
	Iteration 100F: 3 clusters Score -8036286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147893 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8036292.500000 Penalty: 1084.047241
	Iteration 101Q: 3 clusters Score -8036292 nChanged 27
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Mstep: Class 1 contains 147918 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8036309.000000 Penalty: 1084.047241
	Iteration 102Q: 3 clusters Score -8036309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147934 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8036312.500000 Penalty: 1084.047241
	Iteration 103Q: 3 clusters Score -8036312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147953 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8036310.000000 Penalty: 1084.047241
	Iteration 104Q: 3 clusters Score -8036310 nChanged 25
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Mstep: Class 1 contains 147976 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8036309 nChanged 21
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Mstep: Class 1 contains 147995 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8036312 nChanged 17
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Mstep: Class 1 contains 148008 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8036305.500000 Penalty: 1084.047241
	Iteration 107Q: 3 clusters Score -8036306 nChanged 13
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Mstep: Class 1 contains 148017 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8036298.500000 Penalty: 1084.047241
	Iteration 108Q: 3 clusters Score -8036298 nChanged 10
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Mstep: Class 1 contains 148027 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8036301.500000 Penalty: 1084.047241
	Iteration 109Q: 3 clusters Score -8036302 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148033 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8036304.500000 Penalty: 1084.047241
	Iteration 110Q: 3 clusters Score -8036304 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148037 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8036299.500000 Penalty: 1084.047241
	Iteration 111Q: 3 clusters Score -8036300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148040 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8036299 nChanged 6
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Mstep: Class 1 contains 148046 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8036295 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8036300 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148056 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8036299 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148063 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8036293.500000 Penalty: 1084.047241
	Iteration 116Q: 3 clusters Score -8036294 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148067 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8036296 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148076 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8036310 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148082 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8036307.500000 Penalty: 1084.047241
	Iteration 119Q: 3 clusters Score -8036308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148097 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8036312.500000 Penalty: 1084.047241
	Iteration 120F: 3 clusters Score -8036312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148110 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8036319.000000 Penalty: 1084.047241
	Iteration 121Q: 3 clusters Score -8036319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148121 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8036308.500000 Penalty: 1084.047241
	Iteration 122Q: 3 clusters Score -8036308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148135 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8036312.000000 Penalty: 1084.047241
	Iteration 123Q: 3 clusters Score -8036312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148146 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8036317.000000 Penalty: 1084.047241
	Iteration 124Q: 3 clusters Score -8036317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148154 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8036306.500000 Penalty: 1084.047241
	Iteration 125Q: 3 clusters Score -8036306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148163 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8036313.500000 Penalty: 1084.047241
	Iteration 126Q: 3 clusters Score -8036314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148168 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8036310.500000 Penalty: 1084.047241
	Iteration 127Q: 3 clusters Score -8036310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148169 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8036310.500000 Penalty: 1084.047241
	Iteration 128Q: 3 clusters Score -8036310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148173 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8036318.500000 Penalty: 1084.047241
	Iteration 129Q: 3 clusters Score -8036318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148184 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8036318.000000 Penalty: 1084.047241
	Iteration 130Q: 3 clusters Score -8036318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148193 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8036316.500000 Penalty: 1084.047241
	Iteration 131Q: 3 clusters Score -8036316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148196 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8036318.000000 Penalty: 1084.047241
	Iteration 132Q: 3 clusters Score -8036318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148198 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8036315.500000 Penalty: 1084.047241
	Iteration 133Q: 3 clusters Score -8036316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148198 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8036319.000000 Penalty: 1084.047241
	Iteration 134Q: 3 clusters Score -8036319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148200 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8036318.000000 Penalty: 1084.047241
	Iteration 135Q: 3 clusters Score -8036318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148204 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8036317.500000 Penalty: 1084.047241
	Iteration 136Q: 3 clusters Score -8036318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148205 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8036319.500000 Penalty: 1084.047241
	Iteration 137Q: 3 clusters Score -8036320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148206 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8036320.000000 Penalty: 1084.047241
	Iteration 138Q: 3 clusters Score -8036320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148208 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8036321.500000 Penalty: 1084.047241
	Iteration 139Q: 3 clusters Score -8036322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148211 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8036324.000000 Penalty: 1084.047241
	Iteration 140F: 3 clusters Score -8036324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148216 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8036323.000000 Penalty: 1084.047241
	Iteration 141Q: 3 clusters Score -8036323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148220 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8036323.000000 Penalty: 1084.047241
	Iteration 142Q: 3 clusters Score -8036323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148223 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8036326.500000 Penalty: 1084.047241
	Iteration 143Q: 3 clusters Score -8036326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148228 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8036328.500000 Penalty: 1084.047241
	Iteration 144Q: 3 clusters Score -8036328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148232 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8036325.500000 Penalty: 1084.047241
	Iteration 145Q: 3 clusters Score -8036326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148234 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8036327.500000 Penalty: 1084.047241
	Iteration 146Q: 3 clusters Score -8036328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148237 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8036327.000000 Penalty: 1084.047241
	Iteration 147Q: 3 clusters Score -8036327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148240 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8036332.500000 Penalty: 1084.047241
	Iteration 148Q: 3 clusters Score -8036332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148244 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8036335.500000 Penalty: 1084.047241
	Iteration 149Q: 3 clusters Score -8036336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148247 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8036335.500000 Penalty: 1084.047241
	Iteration 150Q: 3 clusters Score -8036336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148249 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8036333.500000 Penalty: 1084.047241
	Iteration 151Q: 3 clusters Score -8036334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148251 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8036335.000000 Penalty: 1084.047241
	Iteration 152Q: 3 clusters Score -8036335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148252 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8036337.000000 Penalty: 1084.047241
	Iteration 153Q: 3 clusters Score -8036337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148252 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8036334.500000 Penalty: 1084.047241
	Iteration 154Q: 3 clusters Score -8036334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148256 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8036336.000000 Penalty: 1084.047241
	Iteration 155Q: 3 clusters Score -8036336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148259 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8036336.500000 Penalty: 1084.047241
	Iteration 156Q: 3 clusters Score -8036336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148264 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8036340.500000 Penalty: 1084.047241
	Iteration 157Q: 3 clusters Score -8036340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148266 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8036334.500000 Penalty: 1084.047241
	Iteration 158Q: 3 clusters Score -8036334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148267 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8036337.500000 Penalty: 1084.047241
	Iteration 159Q: 3 clusters Score -8036338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8036340.000000 Penalty: 1084.047241
	Iteration 160F: 3 clusters Score -8036340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -27495.355469 Penalty: 287.594971
	Iteration 0F: 2 clusters Score -27495.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26969.279297 Penalty: 575.189941
	Iteration 0F: 3 clusters Score -26969.28 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27114.337891 Penalty: 575.189941
	Iteration 1F: 3 clusters Score -27114.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27158.218750 Penalty: 575.189941
	Iteration 2F: 3 clusters Score -27158.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27202.912109 Penalty: 575.189941
	Iteration 3Q: 3 clusters Score -27202.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27238.287109 Penalty: 575.189941
	Iteration 4F: 3 clusters Score -27238.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27275.087891 Penalty: 575.189941
	Iteration 5F: 3 clusters Score -27275.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27298.736328 Penalty: 575.189941
	Iteration 6Q: 3 clusters Score -27298.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27316.425781 Penalty: 575.189941
	Iteration 7Q: 3 clusters Score -27316.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27330.748047 Penalty: 575.189941
	Iteration 8Q: 3 clusters Score -27330.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27340.783203 Penalty: 575.189941
	Iteration 9Q: 3 clusters Score -27340.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27351.039062 Penalty: 575.189941
	Iteration 10Q: 3 clusters Score -27351.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27356.996094 Penalty: 575.189941
	Iteration 11Q: 3 clusters Score -27357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27358.486328 Penalty: 575.189941
	Iteration 12Q: 3 clusters Score -27358.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27358.486328 Penalty: 575.189941
	Iteration 13F: 3 clusters Score -27358.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -34502.507812 Penalty: 300.725403
	Iteration 0F: 2 clusters Score -34502.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -33861.796875 Penalty: 601.450806
	Iteration 0F: 3 clusters Score -33861.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -34035.734375 Penalty: 601.450806
	Iteration 1F: 3 clusters Score -34035.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -34083.621094 Penalty: 601.450806
	Iteration 2F: 3 clusters Score -34083.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -34116.113281 Penalty: 601.450806
	Iteration 3F: 3 clusters Score -34116.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -34140.042969 Penalty: 601.450806
	Iteration 4Q: 3 clusters Score -34140.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -34160.320312 Penalty: 601.450806
	Iteration 5Q: 3 clusters Score -34160.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -34169.648438 Penalty: 601.450806
	Iteration 6Q: 3 clusters Score -34169.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -34180.714844 Penalty: 601.450806
	Iteration 7Q: 3 clusters Score -34180.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34191.449219 Penalty: 601.450806
	Iteration 8Q: 3 clusters Score -34191.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -34209.140625 Penalty: 601.450806
	Iteration 9Q: 3 clusters Score -34209.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34221.156250 Penalty: 601.450806
	Iteration 10Q: 3 clusters Score -34221.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34233.949219 Penalty: 601.450806
	Iteration 11Q: 3 clusters Score -34233.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34245.804688 Penalty: 601.450806
	Iteration 12Q: 3 clusters Score -34245.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34257.066406 Penalty: 601.450806
	Iteration 13Q: 3 clusters Score -34257.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34263.359375 Penalty: 601.450806
	Iteration 14Q: 3 clusters Score -34263.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34267.261719 Penalty: 601.450806
	Iteration 15Q: 3 clusters Score -34267.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34268.730469 Penalty: 601.450806
	Iteration 16Q: 3 clusters Score -34268.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34271.542969 Penalty: 601.450806
	Iteration 17Q: 3 clusters Score -34271.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34272.257812 Penalty: 601.450806
	Iteration 18Q: 3 clusters Score -34272.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -34274.992188 Penalty: 601.450806
	Iteration 19Q: 3 clusters Score -34274.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34277.433594 Penalty: 601.450806
	Iteration 20F: 3 clusters Score -34277.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34278.304688 Penalty: 601.450806
	Iteration 21Q: 3 clusters Score -34278.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34278.988281 Penalty: 601.450806
	Iteration 22Q: 3 clusters Score -34278.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34280.058594 Penalty: 601.450806
	Iteration 23Q: 3 clusters Score -34280.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34280.484375 Penalty: 601.450806
	Iteration 24Q: 3 clusters Score -34280.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34280.484375 Penalty: 601.450806
	Iteration 25F: 3 clusters Score -34280.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -23230.664062 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -23230.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22767.611328 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -22767.61 nChanged 171
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: -22919.890625 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -22919.89 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -22990.505859 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -22990.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -23033.123047 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -23033.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -23055.880859 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -23055.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23075.763672 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -23075.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23087.386719 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -23087.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23100.279297 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -23100.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23107.503906 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -23107.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23109.333984 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -23109.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -23110.740234 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -23110.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -23112.181641 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -23112.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -23113.351562 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -23113.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -23113.351562 Penalty: 563.318665
	Iteration 13F: 3 clusters Score -23113.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -13910.251953 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -13910.25 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 157 members 
Entering Unmasked Estep 
Score: -13559.737305 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -13559.74 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13665.064453 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -13665.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13702.878906 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -13702.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13716.680664 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -13716.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13736.553711 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -13736.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13758.735352 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -13758.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13766.636719 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -13766.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13768.001953 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -13768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13771.916992 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -13771.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13779.947266 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -13779.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13783.903320 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -13783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13784.713867 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -13784.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13784.713867 Penalty: 525.201111
	Iteration 12F: 3 clusters Score -13784.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -13303.219727 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -13303.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12951.901367 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -12951.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13052.191406 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -13052.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13088.277344 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -13088.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13099.305664 Penalty: 519.347046
	Iteration 3Q: 3 clusters Score -13099.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13104.986328 Penalty: 519.347046
	Iteration 4Q: 3 clusters Score -13104.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13112.082031 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -13112.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13114.802734 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -13114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13118.245117 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -13118.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13118.891602 Penalty: 519.347046
	Iteration 8Q: 3 clusters Score -13118.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13120.126953 Penalty: 519.347046
	Iteration 9Q: 3 clusters Score -13120.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13121.585938 Penalty: 519.347046
	Iteration 10Q: 3 clusters Score -13121.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13122.502930 Penalty: 519.347046
	Iteration 11Q: 3 clusters Score -13122.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13122.761719 Penalty: 519.347046
	Iteration 12Q: 3 clusters Score -13122.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13122.761719 Penalty: 519.347046
	Iteration 13F: 3 clusters Score -13122.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Entering Unmasked Estep 
Score: -350641.000000 Penalty: 403.487183
	Iteration 0F: 2 clusters Score -350641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -345902.093750 Penalty: 806.974365
	Iteration 0F: 3 clusters Score -345902.1 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -347737.312500 Penalty: 806.974365
	Iteration 1F: 3 clusters Score -347737.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -347983.531250 Penalty: 806.974365
	Iteration 2F: 3 clusters Score -347983.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -348344.093750 Penalty: 806.974365
	Iteration 3F: 3 clusters Score -348344.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -348853.687500 Penalty: 806.974365
	Iteration 4F: 3 clusters Score -348853.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -349425.937500 Penalty: 806.974365
	Iteration 5F: 3 clusters Score -349425.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -349849.218750 Penalty: 806.974365
	Iteration 6F: 3 clusters Score -349849.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -350099.125000 Penalty: 806.974365
	Iteration 7Q: 3 clusters Score -350099.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -350202.718750 Penalty: 806.974365
	Iteration 8Q: 3 clusters Score -350202.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -350242.593750 Penalty: 806.974365
	Iteration 9Q: 3 clusters Score -350242.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -350269.812500 Penalty: 806.974365
	Iteration 10Q: 3 clusters Score -350269.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -350290.968750 Penalty: 806.974365
	Iteration 11Q: 3 clusters Score -350291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -350301.562500 Penalty: 806.974365
	Iteration 12Q: 3 clusters Score -350301.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -350306.531250 Penalty: 806.974365
	Iteration 13Q: 3 clusters Score -350306.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -350312.375000 Penalty: 806.974365
	Iteration 14Q: 3 clusters Score -350312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -350318.093750 Penalty: 806.974365
	Iteration 15Q: 3 clusters Score -350318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -350325.343750 Penalty: 806.974365
	Iteration 16Q: 3 clusters Score -350325.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -350328.968750 Penalty: 806.974365
	Iteration 17Q: 3 clusters Score -350329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -350331.937500 Penalty: 806.974365
	Iteration 18Q: 3 clusters Score -350331.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -350334.031250 Penalty: 806.974365
	Iteration 19Q: 3 clusters Score -350334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -350335.187500 Penalty: 806.974365
	Iteration 20F: 3 clusters Score -350335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -350335.156250 Penalty: 806.974365
	Iteration 21Q: 3 clusters Score -350335.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -350335.156250 Penalty: 806.974365
	Iteration 22F: 3 clusters Score -350335.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6167.205078 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6167.205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5928.692871 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -5928.693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5968.999023 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -5968.999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5973.648438 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -5973.648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5977.749512 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -5977.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5982.401855 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -5982.402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5984.396973 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -5984.397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5991.116211 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -5991.116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5992.792969 Penalty: 442.945648
	Iteration 7Q: 3 clusters Score -5992.793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5992.792969 Penalty: 442.945648
	Iteration 8F: 3 clusters Score -5992.793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -10890.218750 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -10890.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10575.232422 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -10575.23 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10644.850586 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -10644.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10662.388672 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -10662.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10669.477539 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -10669.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10672.731445 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -10672.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10674.173828 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -10674.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10674.571289 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -10674.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10676.102539 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -10676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10676.776367 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -10676.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10676.776367 Penalty: 500.614502
	Iteration 9F: 3 clusters Score -10676.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Entering Unmasked Estep 
Score: -639256.125000 Penalty: 425.219482
	Iteration 0F: 2 clusters Score -639256.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -631620.687500 Penalty: 850.438965
	Iteration 0F: 3 clusters Score -631620.7 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -634786.250000 Penalty: 850.438965
	Iteration 1F: 3 clusters Score -634786.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -635177.437500 Penalty: 850.438965
	Iteration 2F: 3 clusters Score -635177.4 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -635762.750000 Penalty: 850.438965
	Iteration 3F: 3 clusters Score -635762.8 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -636460.437500 Penalty: 850.438965
	Iteration 4F: 3 clusters Score -636460.4 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -637291.000000 Penalty: 850.438965
	Iteration 5F: 3 clusters Score -637291 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -637993.187500 Penalty: 850.438965
	Iteration 6F: 3 clusters Score -637993.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -638429.625000 Penalty: 850.438965
	Iteration 7Q: 3 clusters Score -638429.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -638611.375000 Penalty: 850.438965
	Iteration 8Q: 3 clusters Score -638611.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -638697.812500 Penalty: 850.438965
	Iteration 9Q: 3 clusters Score -638697.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -638745.000000 Penalty: 850.438965
	Iteration 10Q: 3 clusters Score -638745 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -638787.437500 Penalty: 850.438965
	Iteration 11Q: 3 clusters Score -638787.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -638828.125000 Penalty: 850.438965
	Iteration 12Q: 3 clusters Score -638828.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -638862.125000 Penalty: 850.438965
	Iteration 13Q: 3 clusters Score -638862.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -638880.500000 Penalty: 850.438965
	Iteration 14Q: 3 clusters Score -638880.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -638899.250000 Penalty: 850.438965
	Iteration 15Q: 3 clusters Score -638899.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -638916.000000 Penalty: 850.438965
	Iteration 16Q: 3 clusters Score -638916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -638930.125000 Penalty: 850.438965
	Iteration 17Q: 3 clusters Score -638930.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -638945.000000 Penalty: 850.438965
	Iteration 18Q: 3 clusters Score -638945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -638956.687500 Penalty: 850.438965
	Iteration 19Q: 3 clusters Score -638956.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -638969.687500 Penalty: 850.438965
	Iteration 20F: 3 clusters Score -638969.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -638984.500000 Penalty: 850.438965
	Iteration 21Q: 3 clusters Score -638984.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -638992.500000 Penalty: 850.438965
	Iteration 22Q: 3 clusters Score -638992.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -638999.000000 Penalty: 850.438965
	Iteration 23Q: 3 clusters Score -638999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -639003.937500 Penalty: 850.438965
	Iteration 24Q: 3 clusters Score -639003.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -639008.500000 Penalty: 850.438965
	Iteration 25Q: 3 clusters Score -639008.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -639013.500000 Penalty: 850.438965
	Iteration 26Q: 3 clusters Score -639013.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -639017.937500 Penalty: 850.438965
	Iteration 27Q: 3 clusters Score -639017.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -639021.812500 Penalty: 850.438965
	Iteration 28Q: 3 clusters Score -639021.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -639024.750000 Penalty: 850.438965
	Iteration 29Q: 3 clusters Score -639024.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -639027.625000 Penalty: 850.438965
	Iteration 30Q: 3 clusters Score -639027.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -639028.812500 Penalty: 850.438965
	Iteration 31Q: 3 clusters Score -639028.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -639032.187500 Penalty: 850.438965
	Iteration 32Q: 3 clusters Score -639032.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -639035.625000 Penalty: 850.438965
	Iteration 33Q: 3 clusters Score -639035.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -639037.437500 Penalty: 850.438965
	Iteration 34Q: 3 clusters Score -639037.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -639038.625000 Penalty: 850.438965
	Iteration 35Q: 3 clusters Score -639038.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -639039.875000 Penalty: 850.438965
	Iteration 36Q: 3 clusters Score -639039.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -639041.000000 Penalty: 850.438965
	Iteration 37Q: 3 clusters Score -639041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -639042.437500 Penalty: 850.438965
	Iteration 38Q: 3 clusters Score -639042.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -639042.437500 Penalty: 850.438965
	Iteration 39Q: 3 clusters Score -639042.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -639043.625000 Penalty: 850.438965
	Iteration 40F: 3 clusters Score -639043.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -639044.687500 Penalty: 850.438965
	Iteration 41Q: 3 clusters Score -639044.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -639045.375000 Penalty: 850.438965
	Iteration 42Q: 3 clusters Score -639045.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -639046.187500 Penalty: 850.438965
	Iteration 43Q: 3 clusters Score -639046.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -639046.000000 Penalty: 850.438965
	Iteration 44Q: 3 clusters Score -639046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -639046.750000 Penalty: 850.438965
	Iteration 45Q: 3 clusters Score -639046.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -639047.000000 Penalty: 850.438965
	Iteration 46Q: 3 clusters Score -639047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -639049.687500 Penalty: 850.438965
	Iteration 47Q: 3 clusters Score -639049.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -639051.687500 Penalty: 850.438965
	Iteration 48Q: 3 clusters Score -639051.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -639054.125000 Penalty: 850.438965
	Iteration 49Q: 3 clusters Score -639054.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -639056.000000 Penalty: 850.438965
	Iteration 50Q: 3 clusters Score -639056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -639055.937500 Penalty: 850.438965
	Iteration 51Q: 3 clusters Score -639055.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -639056.125000 Penalty: 850.438965
	Iteration 52Q: 3 clusters Score -639056.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -639058.937500 Penalty: 850.438965
	Iteration 53Q: 3 clusters Score -639058.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -639060.125000 Penalty: 850.438965
	Iteration 54Q: 3 clusters Score -639060.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -639062.125000 Penalty: 850.438965
	Iteration 55Q: 3 clusters Score -639062.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -639063.062500 Penalty: 850.438965
	Iteration 56Q: 3 clusters Score -639063.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -639063.375000 Penalty: 850.438965
	Iteration 57Q: 3 clusters Score -639063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -639063.437500 Penalty: 850.438965
	Iteration 58Q: 3 clusters Score -639063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -639064.500000 Penalty: 850.438965
	Iteration 59Q: 3 clusters Score -639064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -639065.125000 Penalty: 850.438965
	Iteration 60F: 3 clusters Score -639065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -639064.250000 Penalty: 850.438965
	Iteration 61Q: 3 clusters Score -639064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -639064.812500 Penalty: 850.438965
	Iteration 62Q: 3 clusters Score -639064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -639064.812500 Penalty: 850.438965
	Iteration 63F: 3 clusters Score -639064.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -15154.782227 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -15154.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14773.988281 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -14773.99 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14880.613281 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -14880.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14910.411133 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -14910.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14938.705078 Penalty: 531.762573
	Iteration 3Q: 3 clusters Score -14938.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14955.848633 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -14955.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14964.668945 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -14964.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14968.983398 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -14968.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14974.417969 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -14974.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14979.370117 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -14979.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14981.066406 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -14981.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14984.346680 Penalty: 531.762573
	Iteration 10Q: 3 clusters Score -14984.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14986.559570 Penalty: 531.762573
	Iteration 11Q: 3 clusters Score -14986.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14990.352539 Penalty: 531.762573
	Iteration 12Q: 3 clusters Score -14990.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14992.428711 Penalty: 531.762573
	Iteration 13Q: 3 clusters Score -14992.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14997.879883 Penalty: 531.762573
	Iteration 14Q: 3 clusters Score -14997.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15002.149414 Penalty: 531.762573
	Iteration 15Q: 3 clusters Score -15002.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15002.149414 Penalty: 531.762573
	Iteration 16F: 3 clusters Score -15002.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Entering Unmasked Estep 
Score: -156912.046875 Penalty: 361.247925
	Iteration 0F: 2 clusters Score -156912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -154954.765625 Penalty: 722.495850
	Iteration 0F: 3 clusters Score -154954.8 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -155647.406250 Penalty: 722.495850
	Iteration 1F: 3 clusters Score -155647.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -155739.843750 Penalty: 722.495850
	Iteration 2F: 3 clusters Score -155739.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -155836.015625 Penalty: 722.495850
	Iteration 3F: 3 clusters Score -155836 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -155929.234375 Penalty: 722.495850
	Iteration 4F: 3 clusters Score -155929.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -156018.078125 Penalty: 722.495850
	Iteration 5F: 3 clusters Score -156018.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -156122.765625 Penalty: 722.495850
	Iteration 6F: 3 clusters Score -156122.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -156229.000000 Penalty: 722.495850
	Iteration 7Q: 3 clusters Score -156229 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -156337.593750 Penalty: 722.495850
	Iteration 8Q: 3 clusters Score -156337.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -156413.031250 Penalty: 722.495850
	Iteration 9Q: 3 clusters Score -156413 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -156467.343750 Penalty: 722.495850
	Iteration 10Q: 3 clusters Score -156467.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -156508.437500 Penalty: 722.495850
	Iteration 11Q: 3 clusters Score -156508.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -156549.140625 Penalty: 722.495850
	Iteration 12Q: 3 clusters Score -156549.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -156568.968750 Penalty: 722.495850
	Iteration 13Q: 3 clusters Score -156569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -156588.406250 Penalty: 722.495850
	Iteration 14Q: 3 clusters Score -156588.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -156603.343750 Penalty: 722.495850
	Iteration 15Q: 3 clusters Score -156603.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -156610.359375 Penalty: 722.495850
	Iteration 16Q: 3 clusters Score -156610.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -156614.671875 Penalty: 722.495850
	Iteration 17Q: 3 clusters Score -156614.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -156616.625000 Penalty: 722.495850
	Iteration 18Q: 3 clusters Score -156616.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -156616.968750 Penalty: 722.495850
	Iteration 19Q: 3 clusters Score -156617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -156619.718750 Penalty: 722.495850
	Iteration 20F: 3 clusters Score -156619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -156623.218750 Penalty: 722.495850
	Iteration 21Q: 3 clusters Score -156623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -156624.375000 Penalty: 722.495850
	Iteration 22Q: 3 clusters Score -156624.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -156625.296875 Penalty: 722.495850
	Iteration 23Q: 3 clusters Score -156625.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -156626.421875 Penalty: 722.495850
	Iteration 24Q: 3 clusters Score -156626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -156626.953125 Penalty: 722.495850
	Iteration 25Q: 3 clusters Score -156627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -156626.953125 Penalty: 722.495850
	Iteration 26F: 3 clusters Score -156627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3614.641846 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3614.642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3455.239746 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3455.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3489.513428 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3489.513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3494.536133 Penalty: 389.176636
	Iteration 2F: 3 clusters Score -3494.536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9595.695312 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9595.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9304.667969 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9304.668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9357.425781 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9357.426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9385.631836 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -9385.632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9405.111328 Penalty: 496.822296
	Iteration 3F: 3 clusters Score -9405.111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9412.249023 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -9412.249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9416.588867 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -9416.589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9424.738281 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -9424.738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9431.795898 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -9431.796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9435.467773 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -9435.468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9437.608398 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -9437.608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9441.648438 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -9441.648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9445.435547 Penalty: 496.822296
	Iteration 11Q: 3 clusters Score -9445.436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9445.435547 Penalty: 496.822296
	Iteration 12F: 3 clusters Score -9445.436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -6257.069824 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -6257.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6006.857910 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -6006.858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6092.861816 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -6092.862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6104.051758 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -6104.052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6111.065918 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -6111.066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6122.332520 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -6122.333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6136.399902 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -6136.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6145.638184 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -6145.638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6150.198242 Penalty: 456.572449
	Iteration 7Q: 3 clusters Score -6150.198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6155.789062 Penalty: 456.572449
	Iteration 8Q: 3 clusters Score -6155.789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6164.513672 Penalty: 456.572449
	Iteration 9Q: 3 clusters Score -6164.514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6164.889648 Penalty: 456.572449
	Iteration 10Q: 3 clusters Score -6164.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6164.889648 Penalty: 456.572449
	Iteration 11F: 3 clusters Score -6164.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -12975.207031 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -12975.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12672.967773 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -12672.97 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12776.729492 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -12776.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12791.458008 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -12791.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12795.747070 Penalty: 515.959167
	Iteration 3Q: 3 clusters Score -12795.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12797.235352 Penalty: 515.959167
	Iteration 4Q: 3 clusters Score -12797.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12797.235352 Penalty: 515.959167
	Iteration 5F: 3 clusters Score -12797.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -7115.909180 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -7115.909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6841.376953 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -6841.377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6902.971680 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -6902.972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6933.885254 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -6933.885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6958.456543 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -6958.457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6973.983887 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -6973.984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6977.448242 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -6977.448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6982.165039 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -6982.165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6985.414551 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -6985.415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6986.987305 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -6986.987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6986.987305 Penalty: 470.514038
	Iteration 9F: 3 clusters Score -6986.987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -5998.882812 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -5998.883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5773.008789 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -5773.009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5849.823242 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -5849.823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5861.772949 Penalty: 456.572449
	Iteration 2Q: 3 clusters Score -5861.773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5872.733398 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -5872.733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5873.189453 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -5873.189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5873.189453 Penalty: 456.572449
	Iteration 5F: 3 clusters Score -5873.189 nChanged 0
--- Evaluating fit on full set of 1604928 points ---
Entering Unmasked Estep 
Score: -82580248.000000 Penalty: 26005.232422
20->41 Clusters: Score -82580248.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 534976 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 26548 members 
Mstep: Class 3 contains 27022 members 
Mstep: Class 4 contains 26843 members 
Mstep: Class 5 contains 26569 members 
Mstep: Class 6 contains 26776 members 
Mstep: Class 7 contains 26873 members 
Mstep: Class 8 contains 26671 members 
Mstep: Class 9 contains 26425 members 
Mstep: Class 10 contains 26597 members 
Mstep: Class 11 contains 26967 members 
Mstep: Class 12 contains 26680 members 
Mstep: Class 13 contains 26791 members 
Mstep: Class 14 contains 26824 members 
Mstep: Class 15 contains 27073 members 
Mstep: Class 16 contains 26847 members 
Mstep: Class 17 contains 26820 members 
Mstep: Class 18 contains 26628 members 
Mstep: Class 19 contains 26647 members 
Mstep: Class 20 contains 26717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 0.649483 but Gain 600.144531
Score: -21355062.000000 Penalty: 11402.734375
Iteration 0F: 20 clusters Score -2.135506e+07 nChanged 508329
Entering Unmasked Mstep 
Mstep: Class 0 contains 5467 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 624 members 
Mstep: Class 5 contains 218 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 492148 members 
Mstep: Class 8 contains 19 members 
Mstep: Class 9 contains 2266 members 
Mstep: Class 10 contains 167 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 879 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 4473 members 
Mstep: Class 15 contains 7701 members 
Mstep: Class 16 contains 457 members 
Mstep: Class 17 contains 1983 members 
Mstep: Class 18 contains 6190 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 3470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 51.542297 but Gain 600.143555
Score: -27052248.000000 Penalty: 10802.590820
Iteration 1F: 19 clusters Score -2.705225e+07 nChanged 37745
Entering Unmasked Mstep 
Mstep: Class 0 contains 3388 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 2923 members 
Mstep: Class 5 contains 99 members 
Mstep: Class 6 contains 1315 members 
Mstep: Class 7 contains 485889 members 
Mstep: Class 9 contains 3275 members 
Mstep: Class 10 contains 77 members 
Mstep: Class 11 contains 1438 members 
Mstep: Class 12 contains 1160 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 21340 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 852 members 
Mstep: Class 18 contains 6297 members 
Mstep: Class 19 contains 358 members 
Mstep: Class 20 contains 3574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 171.707733 but Gain 600.143555
Score: -27174272.000000 Penalty: 10202.447266
Iteration 2F: 18 clusters Score -2.717427e+07 nChanged 20630
Entering Unmasked Mstep 
Mstep: Class 0 contains 3058 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 3 contains 841 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 472595 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 1886 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 726 members 
Mstep: Class 15 contains 36263 members 
Mstep: Class 16 contains 139 members 
Mstep: Class 17 contains 1212 members 
Mstep: Class 18 contains 4316 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 3546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 514.386108 but Gain 600.144531
Score: -27214470.000000 Penalty: 9602.302734
Iteration 3Q: 17 clusters Score -2.721447e+07 nChanged 16659
Entering Unmasked Mstep 
Mstep: Class 0 contains 3042 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 3 contains 809 members 
Mstep: Class 4 contains 3072 members 
Mstep: Class 6 contains 1986 members 
Mstep: Class 7 contains 461050 members 
Mstep: Class 9 contains 3750 members 
Mstep: Class 10 contains 158 members 
Mstep: Class 11 contains 2672 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 49454 members 
Mstep: Class 16 contains 139 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 2472 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 2785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 549.383911 but Gain 600.143555
Score: -27237362.000000 Penalty: 9002.159180
Iteration 4Q: 16 clusters Score -2.723736e+07 nChanged 13074
Entering Unmasked Mstep 
Mstep: Class 0 contains 3044 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 3 contains 804 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 451426 members 
Mstep: Class 9 contains 3805 members 
Mstep: Class 10 contains 179 members 
Mstep: Class 11 contains 3122 members 
Mstep: Class 14 contains 1183 members 
Mstep: Class 15 contains 60258 members 
Mstep: Class 16 contains 134 members 
Mstep: Class 17 contains 1281 members 
Mstep: Class 18 contains 1735 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27250866.000000 Penalty: 9002.159180
Iteration 5Q: 16 clusters Score -2.725087e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 3044 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 3096 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 443315 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 14 contains 1568 members 
Mstep: Class 15 contains 68548 members 
Mstep: Class 16 contains 140 members 
Mstep: Class 17 contains 1185 members 
Mstep: Class 18 contains 1409 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 1168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27260560.000000 Penalty: 9002.159180
Iteration 6Q: 16 clusters Score -2.726056e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 3044 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 3 contains 823 members 
Mstep: Class 4 contains 3105 members 
Mstep: Class 6 contains 2991 members 
Mstep: Class 7 contains 436543 members 
Mstep: Class 9 contains 3910 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 3418 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 75037 members 
Mstep: Class 16 contains 139 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 1161 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 351.626221 but Gain 600.143555
Score: -27268528.000000 Penalty: 8402.015625
Iteration 7Q: 15 clusters Score -2.726853e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 3044 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 3111 members 
Mstep: Class 6 contains 3442 members 
Mstep: Class 7 contains 430895 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 3453 members 
Mstep: Class 14 contains 2808 members 
Mstep: Class 15 contains 80366 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 1081 members 
Mstep: Class 18 contains 990 members 
Mstep: Class 19 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27275006.000000 Penalty: 8402.015625
Iteration 8Q: 15 clusters Score -2.727501e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 3044 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 3109 members 
Mstep: Class 6 contains 3909 members 
Mstep: Class 7 contains 425899 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 3487 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 84260 members 
Mstep: Class 16 contains 142 members 
Mstep: Class 17 contains 1088 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27279536.000000 Penalty: 8402.015625
Iteration 9Q: 15 clusters Score -2.727954e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 3044 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 3104 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 421395 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 181 members 
Mstep: Class 11 contains 3512 members 
Mstep: Class 14 contains 4184 members 
Mstep: Class 15 contains 87555 members 
Mstep: Class 16 contains 142 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 18 contains 807 members 
Mstep: Class 19 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27283486.000000 Penalty: 8402.015625
Iteration 10Q: 15 clusters Score -2.728349e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3044 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 3098 members 
Mstep: Class 6 contains 4974 members 
Mstep: Class 7 contains 417212 members 
Mstep: Class 9 contains 3957 members 
Mstep: Class 10 contains 181 members 
Mstep: Class 11 contains 3521 members 
Mstep: Class 14 contains 4939 members 
Mstep: Class 15 contains 90368 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 1238 members 
Mstep: Class 18 contains 767 members 
Mstep: Class 19 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27286890.000000 Penalty: 8402.015625
Iteration 11Q: 15 clusters Score -2.728689e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 3044 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 3101 members 
Mstep: Class 6 contains 5689 members 
Mstep: Class 7 contains 413228 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 181 members 
Mstep: Class 11 contains 3530 members 
Mstep: Class 14 contains 5639 members 
Mstep: Class 15 contains 92840 members 
Mstep: Class 16 contains 139 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 739 members 
Mstep: Class 19 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27290846.000000 Penalty: 8402.015625
Iteration 12Q: 15 clusters Score -2.729085e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 3044 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 3101 members 
Mstep: Class 6 contains 6692 members 
Mstep: Class 7 contains 409235 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 3537 members 
Mstep: Class 14 contains 6303 members 
Mstep: Class 15 contains 95039 members 
Mstep: Class 16 contains 139 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 718 members 
Mstep: Class 19 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27295488.000000 Penalty: 8402.015625
Iteration 13Q: 15 clusters Score -2.729549e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 3044 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 405428 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3542 members 
Mstep: Class 14 contains 6938 members 
Mstep: Class 15 contains 96964 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 1671 members 
Mstep: Class 18 contains 706 members 
Mstep: Class 19 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27298930.000000 Penalty: 8402.015625
Iteration 14Q: 15 clusters Score -2.729893e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 3044 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 6 contains 8838 members 
Mstep: Class 7 contains 402005 members 
Mstep: Class 9 contains 3959 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3537 members 
Mstep: Class 14 contains 7541 members 
Mstep: Class 15 contains 98609 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27301556.000000 Penalty: 8402.015625
Iteration 15Q: 15 clusters Score -2.730156e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 3044 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 3 contains 837 members 
Mstep: Class 4 contains 3071 members 
Mstep: Class 6 contains 9669 members 
Mstep: Class 7 contains 399181 members 
Mstep: Class 9 contains 3962 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3522 members 
Mstep: Class 14 contains 8123 members 
Mstep: Class 15 contains 99924 members 
Mstep: Class 16 contains 139 members 
Mstep: Class 17 contains 1902 members 
Mstep: Class 18 contains 716 members 
Mstep: Class 19 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27303248.000000 Penalty: 8402.015625
Iteration 16Q: 15 clusters Score -2.730325e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 3044 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 3074 members 
Mstep: Class 6 contains 10242 members 
Mstep: Class 7 contains 396847 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 188 members 
Mstep: Class 11 contains 3506 members 
Mstep: Class 14 contains 8703 members 
Mstep: Class 15 contains 101034 members 
Mstep: Class 16 contains 139 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27304592.000000 Penalty: 8402.015625
Iteration 17Q: 15 clusters Score -2.730459e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 3044 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 3074 members 
Mstep: Class 6 contains 10602 members 
Mstep: Class 7 contains 394734 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3496 members 
Mstep: Class 14 contains 9262 members 
Mstep: Class 15 contains 102164 members 
Mstep: Class 16 contains 143 members 
Mstep: Class 17 contains 1994 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27306010.000000 Penalty: 8402.015625
Iteration 18Q: 15 clusters Score -2.730601e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 3044 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 3073 members 
Mstep: Class 6 contains 10857 members 
Mstep: Class 7 contains 392769 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 14 contains 9832 members 
Mstep: Class 15 contains 103249 members 
Mstep: Class 16 contains 146 members 
Mstep: Class 17 contains 2025 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27307082.000000 Penalty: 8402.015625
Iteration 19Q: 15 clusters Score -2.730708e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 3044 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 3073 members 
Mstep: Class 6 contains 11003 members 
Mstep: Class 7 contains 390974 members 
Mstep: Class 9 contains 3966 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3503 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 104329 members 
Mstep: Class 16 contains 145 members 
Mstep: Class 17 contains 2045 members 
Mstep: Class 18 contains 806 members 
Mstep: Class 19 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27311588.000000 Penalty: 8402.015625
Iteration 20F: 15 clusters Score -2.731159e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 3010 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 3 contains 833 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 6 contains 14006 members 
Mstep: Class 7 contains 386315 members 
Mstep: Class 9 contains 3964 members 
Mstep: Class 10 contains 197 members 
Mstep: Class 11 contains 3504 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 105436 members 
Mstep: Class 16 contains 160 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 824 members 
Mstep: Class 19 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27317900.000000 Penalty: 8402.015625
Iteration 21Q: 15 clusters Score -2.73179e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 2996 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 6 contains 16658 members 
Mstep: Class 7 contains 382604 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 10 contains 200 members 
Mstep: Class 11 contains 3512 members 
Mstep: Class 14 contains 11329 members 
Mstep: Class 15 contains 105951 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 2213 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27322232.000000 Penalty: 8402.015625
Iteration 22Q: 15 clusters Score -2.732223e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 2995 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 3 contains 831 members 
Mstep: Class 4 contains 2982 members 
Mstep: Class 6 contains 19194 members 
Mstep: Class 7 contains 379357 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 3529 members 
Mstep: Class 14 contains 11770 members 
Mstep: Class 15 contains 106134 members 
Mstep: Class 16 contains 180 members 
Mstep: Class 17 contains 2288 members 
Mstep: Class 18 contains 846 members 
Mstep: Class 19 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27326200.000000 Penalty: 8402.015625
Iteration 23Q: 15 clusters Score -2.73262e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 6 contains 21684 members 
Mstep: Class 7 contains 376484 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 199 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 14 contains 12140 members 
Mstep: Class 15 contains 106073 members 
Mstep: Class 16 contains 179 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27328812.000000 Penalty: 8402.015625
Iteration 24Q: 15 clusters Score -2.732881e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 2998 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 830 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 6 contains 24108 members 
Mstep: Class 7 contains 373922 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 198 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 14 contains 12450 members 
Mstep: Class 15 contains 105847 members 
Mstep: Class 16 contains 180 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 866 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27331122.000000 Penalty: 8402.015625
Iteration 25Q: 15 clusters Score -2.733112e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 2998 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 830 members 
Mstep: Class 4 contains 2968 members 
Mstep: Class 6 contains 26600 members 
Mstep: Class 7 contains 371364 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 198 members 
Mstep: Class 11 contains 3570 members 
Mstep: Class 14 contains 12715 members 
Mstep: Class 15 contains 105601 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 2389 members 
Mstep: Class 18 contains 886 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27332972.000000 Penalty: 8402.015625
Iteration 26Q: 15 clusters Score -2.733297e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 2998 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 2967 members 
Mstep: Class 6 contains 29027 members 
Mstep: Class 7 contains 368934 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 195 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 14 contains 12938 members 
Mstep: Class 15 contains 105324 members 
Mstep: Class 16 contains 189 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27336736.000000 Penalty: 8402.015625
Iteration 27Q: 15 clusters Score -2.733674e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 2998 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 2968 members 
Mstep: Class 6 contains 31394 members 
Mstep: Class 7 contains 366763 members 
Mstep: Class 9 contains 3968 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3610 members 
Mstep: Class 14 contains 13128 members 
Mstep: Class 15 contains 104888 members 
Mstep: Class 16 contains 192 members 
Mstep: Class 17 contains 2427 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27340328.000000 Penalty: 8402.015625
Iteration 28Q: 15 clusters Score -2.734033e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2998 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 833 members 
Mstep: Class 4 contains 2967 members 
Mstep: Class 6 contains 33683 members 
Mstep: Class 7 contains 364878 members 
Mstep: Class 9 contains 3968 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 14 contains 13273 members 
Mstep: Class 15 contains 104292 members 
Mstep: Class 16 contains 194 members 
Mstep: Class 17 contains 2449 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27342710.000000 Penalty: 8402.015625
Iteration 29Q: 15 clusters Score -2.734271e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 2998 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 2969 members 
Mstep: Class 6 contains 35827 members 
Mstep: Class 7 contains 363210 members 
Mstep: Class 9 contains 3968 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 3639 members 
Mstep: Class 14 contains 13390 members 
Mstep: Class 15 contains 103644 members 
Mstep: Class 16 contains 194 members 
Mstep: Class 17 contains 2471 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27345030.000000 Penalty: 8402.015625
Iteration 30Q: 15 clusters Score -2.734503e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 2970 members 
Mstep: Class 6 contains 37957 members 
Mstep: Class 7 contains 361618 members 
Mstep: Class 9 contains 3969 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 3651 members 
Mstep: Class 14 contains 13474 members 
Mstep: Class 15 contains 102982 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 17 contains 2478 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27347456.000000 Penalty: 8402.015625
Iteration 31Q: 15 clusters Score -2.734746e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 2970 members 
Mstep: Class 6 contains 39975 members 
Mstep: Class 7 contains 360250 members 
Mstep: Class 9 contains 3971 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3673 members 
Mstep: Class 14 contains 13529 members 
Mstep: Class 15 contains 102227 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 2494 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27349236.000000 Penalty: 8402.015625
Iteration 32Q: 15 clusters Score -2.734924e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 2971 members 
Mstep: Class 6 contains 42038 members 
Mstep: Class 7 contains 358870 members 
Mstep: Class 9 contains 3971 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3683 members 
Mstep: Class 14 contains 13564 members 
Mstep: Class 15 contains 101470 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 976 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27350956.000000 Penalty: 8402.015625
Iteration 33Q: 15 clusters Score -2.735096e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 837 members 
Mstep: Class 4 contains 2971 members 
Mstep: Class 6 contains 44021 members 
Mstep: Class 7 contains 357558 members 
Mstep: Class 9 contains 3971 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 14 contains 13570 members 
Mstep: Class 15 contains 100743 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 986 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27352552.000000 Penalty: 8402.015625
Iteration 34Q: 15 clusters Score -2.735255e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 6 contains 45936 members 
Mstep: Class 7 contains 356298 members 
Mstep: Class 9 contains 3971 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3707 members 
Mstep: Class 14 contains 13546 members 
Mstep: Class 15 contains 100081 members 
Mstep: Class 16 contains 196 members 
Mstep: Class 17 contains 2535 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27354208.000000 Penalty: 8402.015625
Iteration 35Q: 15 clusters Score -2.735421e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 6 contains 47726 members 
Mstep: Class 7 contains 355125 members 
Mstep: Class 9 contains 3971 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 3712 members 
Mstep: Class 14 contains 13502 members 
Mstep: Class 15 contains 99480 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 2541 members 
Mstep: Class 18 contains 1018 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27355858.000000 Penalty: 8402.015625
Iteration 36Q: 15 clusters Score -2.735586e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 6 contains 49408 members 
Mstep: Class 7 contains 353978 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 14 contains 13436 members 
Mstep: Class 15 contains 98988 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 2550 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27357250.000000 Penalty: 8402.015625
Iteration 37Q: 15 clusters Score -2.735725e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 2977 members 
Mstep: Class 6 contains 50955 members 
Mstep: Class 7 contains 352962 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 3718 members 
Mstep: Class 14 contains 13362 members 
Mstep: Class 15 contains 98505 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 18 contains 1042 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27358322.000000 Penalty: 8402.015625
Iteration 38Q: 15 clusters Score -2.735832e+07 nChanged 2365
Entering ConstructFrom: 
Score: -27358322.000000 Penalty: 8402.015625
Entering ConstructFrom: 
Trying to split cluster 1 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -12736.878906 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -12736.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12404.712891 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -12404.71 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12488.321289 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -12488.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12496.361328 Penalty: 511.785614
	Iteration 2Q: 3 clusters Score -12496.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12505.902344 Penalty: 511.785614
	Iteration 3Q: 3 clusters Score -12505.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12512.592773 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -12512.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12515.011719 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -12515.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12515.011719 Penalty: 511.785614
	Iteration 6F: 3 clusters Score -12515.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -36122.097656 Penalty: 306.043610
	Iteration 0F: 2 clusters Score -36122.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -35426.277344 Penalty: 612.087219
	Iteration 0F: 3 clusters Score -35426.28 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -35736.851562 Penalty: 612.087219
	Iteration 1F: 3 clusters Score -35736.85 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36015.105469 Penalty: 612.087219
	Iteration 2F: 3 clusters Score -36015.11 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -36414.953125 Penalty: 612.087219
	Iteration 3F: 3 clusters Score -36414.95 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36768.152344 Penalty: 612.087219
	Iteration 4F: 3 clusters Score -36768.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36922.570312 Penalty: 612.087219
	Iteration 5Q: 3 clusters Score -36922.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36943.960938 Penalty: 612.087219
	Iteration 6Q: 3 clusters Score -36943.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36947.718750 Penalty: 612.087219
	Iteration 7Q: 3 clusters Score -36947.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36950.222656 Penalty: 612.087219
	Iteration 8Q: 3 clusters Score -36950.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36951.378906 Penalty: 612.087219
	Iteration 9Q: 3 clusters Score -36951.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36953.640625 Penalty: 612.087219
	Iteration 10Q: 3 clusters Score -36953.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36960.945312 Penalty: 612.087219
	Iteration 11Q: 3 clusters Score -36960.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36968.199219 Penalty: 612.087219
	Iteration 12Q: 3 clusters Score -36968.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36982.402344 Penalty: 612.087219
	Iteration 13Q: 3 clusters Score -36982.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -37000.464844 Penalty: 612.087219
	Iteration 14Q: 3 clusters Score -37000.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37012.375000 Penalty: 612.087219
	Iteration 15Q: 3 clusters Score -37012.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -37025.644531 Penalty: 612.087219
	Iteration 16Q: 3 clusters Score -37025.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37035.906250 Penalty: 612.087219
	Iteration 17Q: 3 clusters Score -37035.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37049.132812 Penalty: 612.087219
	Iteration 18Q: 3 clusters Score -37049.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37071.480469 Penalty: 612.087219
	Iteration 19Q: 3 clusters Score -37071.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -37098.316406 Penalty: 612.087219
	Iteration 20F: 3 clusters Score -37098.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37145.132812 Penalty: 612.087219
	Iteration 21Q: 3 clusters Score -37145.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -37202.175781 Penalty: 612.087219
	Iteration 22Q: 3 clusters Score -37202.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -37395.628906 Penalty: 612.087219
	Iteration 23Q: 3 clusters Score -37395.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -38540.726562 Penalty: 612.087219
	Iteration 24Q: 3 clusters Score -38540.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -38706.867188 Penalty: 612.087219
	Iteration 25Q: 3 clusters Score -38706.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -38716.585938 Penalty: 612.087219
	Iteration 26Q: 3 clusters Score -38716.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -38717.808594 Penalty: 612.087219
	Iteration 27Q: 3 clusters Score -38717.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -38717.808594 Penalty: 612.087219
	Iteration 28F: 3 clusters Score -38717.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 374 members 
Mstep: Class 4 contains 2977 members 
Mstep: Class 6 contains 52332 members 
Mstep: Class 7 contains 352112 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 14 contains 13285 members 
Mstep: Class 15 contains 98044 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 2564 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
Score: -27361736.000000 Penalty: 9002.159180
Splitting cluster 3 changes total score from -27358322.000000 to -27361736.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (2977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Entering Unmasked Estep 
Score: -119745.960938 Penalty: 363.939545
	Iteration 0F: 2 clusters Score -119746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -117814.781250 Penalty: 727.879089
	Iteration 0F: 3 clusters Score -117814.8 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -118893.976562 Penalty: 727.879089
	Iteration 1F: 3 clusters Score -118894 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -119128.578125 Penalty: 727.879089
	Iteration 2F: 3 clusters Score -119128.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -119406.648438 Penalty: 727.879089
	Iteration 3F: 3 clusters Score -119406.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -119933.132812 Penalty: 727.879089
	Iteration 4F: 3 clusters Score -119933.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -120814.453125 Penalty: 727.879089
	Iteration 5F: 3 clusters Score -120814.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -121717.234375 Penalty: 727.879089
	Iteration 6F: 3 clusters Score -121717.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -122092.164062 Penalty: 727.879089
	Iteration 7F: 3 clusters Score -122092.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -122166.562500 Penalty: 727.879089
	Iteration 8Q: 3 clusters Score -122166.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -122233.609375 Penalty: 727.879089
	Iteration 9Q: 3 clusters Score -122233.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -122303.843750 Penalty: 727.879089
	Iteration 10Q: 3 clusters Score -122303.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -122356.875000 Penalty: 727.879089
	Iteration 11Q: 3 clusters Score -122356.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -122388.718750 Penalty: 727.879089
	Iteration 12Q: 3 clusters Score -122388.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -122415.578125 Penalty: 727.879089
	Iteration 13Q: 3 clusters Score -122415.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -122437.593750 Penalty: 727.879089
	Iteration 14Q: 3 clusters Score -122437.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -122459.453125 Penalty: 727.879089
	Iteration 15Q: 3 clusters Score -122459.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -122476.062500 Penalty: 727.879089
	Iteration 16Q: 3 clusters Score -122476.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -122493.312500 Penalty: 727.879089
	Iteration 17Q: 3 clusters Score -122493.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -122511.671875 Penalty: 727.879089
	Iteration 18Q: 3 clusters Score -122511.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -122521.539062 Penalty: 727.879089
	Iteration 19Q: 3 clusters Score -122521.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -122593.421875 Penalty: 727.879089
	Iteration 20F: 3 clusters Score -122593.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -122767.054688 Penalty: 727.879089
	Iteration 21Q: 3 clusters Score -122767.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -123002.406250 Penalty: 727.879089
	Iteration 22Q: 3 clusters Score -123002.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -123166.804688 Penalty: 727.879089
	Iteration 23Q: 3 clusters Score -123166.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -123222.710938 Penalty: 727.879089
	Iteration 24Q: 3 clusters Score -123222.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -123252.617188 Penalty: 727.879089
	Iteration 25Q: 3 clusters Score -123252.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -123276.023438 Penalty: 727.879089
	Iteration 26Q: 3 clusters Score -123276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -123293.773438 Penalty: 727.879089
	Iteration 27Q: 3 clusters Score -123293.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -123300.906250 Penalty: 727.879089
	Iteration 28Q: 3 clusters Score -123300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -123302.343750 Penalty: 727.879089
	Iteration 29Q: 3 clusters Score -123302.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -123302.343750 Penalty: 727.879089
	Iteration 30F: 3 clusters Score -123302.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 374 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 760 members 
Mstep: Class 6 contains 52332 members 
Mstep: Class 7 contains 352112 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 14 contains 13285 members 
Mstep: Class 15 contains 98044 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 2564 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
Score: -27365058.000000 Penalty: 9602.302734
Splitting cluster 4 changes total score from -27358322.000000 to -27365058.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (52332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Entering Unmasked Estep 
Score: -2879867.250000 Penalty: 494.374023
	Iteration 0F: 2 clusters Score -2879867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -2844839.000000 Penalty: 988.748047
	Iteration 0F: 3 clusters Score -2844839 nChanged 25244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -2860132.250000 Penalty: 988.748047
	Iteration 1F: 3 clusters Score -2860132 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -2861755.250000 Penalty: 988.748047
	Iteration 2F: 3 clusters Score -2861755 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -2864546.250000 Penalty: 988.748047
	Iteration 3F: 3 clusters Score -2864546 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -2868177.500000 Penalty: 988.748047
	Iteration 4F: 3 clusters Score -2868178 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -2871588.000000 Penalty: 988.748047
	Iteration 5F: 3 clusters Score -2871588 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -2873561.250000 Penalty: 988.748047
	Iteration 6F: 3 clusters Score -2873561 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -2874496.750000 Penalty: 988.748047
	Iteration 7Q: 3 clusters Score -2874497 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -2874992.250000 Penalty: 988.748047
	Iteration 8Q: 3 clusters Score -2874992 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -2875432.500000 Penalty: 988.748047
	Iteration 9Q: 3 clusters Score -2875432 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -2875805.500000 Penalty: 988.748047
	Iteration 10Q: 3 clusters Score -2875806 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -2876131.750000 Penalty: 988.748047
	Iteration 11Q: 3 clusters Score -2876132 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -2876451.250000 Penalty: 988.748047
	Iteration 12Q: 3 clusters Score -2876451 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -2876684.750000 Penalty: 988.748047
	Iteration 13Q: 3 clusters Score -2876685 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -2876899.500000 Penalty: 988.748047
	Iteration 14Q: 3 clusters Score -2876900 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -2877083.250000 Penalty: 988.748047
	Iteration 15Q: 3 clusters Score -2877083 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -2877222.750000 Penalty: 988.748047
	Iteration 16Q: 3 clusters Score -2877223 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -2877389.250000 Penalty: 988.748047
	Iteration 17Q: 3 clusters Score -2877389 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -2877550.500000 Penalty: 988.748047
	Iteration 18Q: 3 clusters Score -2877550 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -2877698.750000 Penalty: 988.748047
	Iteration 19Q: 3 clusters Score -2877699 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -2877840.250000 Penalty: 988.748047
	Iteration 20F: 3 clusters Score -2877840 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -2877981.500000 Penalty: 988.748047
	Iteration 21Q: 3 clusters Score -2877982 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -2878131.000000 Penalty: 988.748047
	Iteration 22Q: 3 clusters Score -2878131 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -2878263.750000 Penalty: 988.748047
	Iteration 23Q: 3 clusters Score -2878264 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -2878428.250000 Penalty: 988.748047
	Iteration 24Q: 3 clusters Score -2878428 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -2878575.250000 Penalty: 988.748047
	Iteration 25Q: 3 clusters Score -2878575 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -2878659.750000 Penalty: 988.748047
	Iteration 26Q: 3 clusters Score -2878660 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -2878768.750000 Penalty: 988.748047
	Iteration 27Q: 3 clusters Score -2878769 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -2878887.500000 Penalty: 988.748047
	Iteration 28Q: 3 clusters Score -2878888 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -2878974.750000 Penalty: 988.748047
	Iteration 29Q: 3 clusters Score -2878975 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -2879095.000000 Penalty: 988.748047
	Iteration 30Q: 3 clusters Score -2879095 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -2879171.500000 Penalty: 988.748047
	Iteration 31Q: 3 clusters Score -2879172 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -2879251.750000 Penalty: 988.748047
	Iteration 32Q: 3 clusters Score -2879252 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -2879307.250000 Penalty: 988.748047
	Iteration 33Q: 3 clusters Score -2879307 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -2879376.000000 Penalty: 988.748047
	Iteration 34Q: 3 clusters Score -2879376 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -2879428.500000 Penalty: 988.748047
	Iteration 35Q: 3 clusters Score -2879428 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -2879497.250000 Penalty: 988.748047
	Iteration 36Q: 3 clusters Score -2879497 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -2879554.000000 Penalty: 988.748047
	Iteration 37Q: 3 clusters Score -2879554 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -2879596.250000 Penalty: 988.748047
	Iteration 38Q: 3 clusters Score -2879596 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -2879658.000000 Penalty: 988.748047
	Iteration 39Q: 3 clusters Score -2879658 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -2879696.750000 Penalty: 988.748047
	Iteration 40F: 3 clusters Score -2879697 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -2879735.250000 Penalty: 988.748047
	Iteration 41Q: 3 clusters Score -2879735 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -2879774.750000 Penalty: 988.748047
	Iteration 42Q: 3 clusters Score -2879775 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -2879802.250000 Penalty: 988.748047
	Iteration 43Q: 3 clusters Score -2879802 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -2879822.250000 Penalty: 988.748047
	Iteration 44Q: 3 clusters Score -2879822 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -2879839.750000 Penalty: 988.748047
	Iteration 45Q: 3 clusters Score -2879840 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -2879858.250000 Penalty: 988.748047
	Iteration 46Q: 3 clusters Score -2879858 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -2879875.500000 Penalty: 988.748047
	Iteration 47Q: 3 clusters Score -2879876 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -2879880.500000 Penalty: 988.748047
	Iteration 48Q: 3 clusters Score -2879880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -2879918.500000 Penalty: 988.748047
	Iteration 49Q: 3 clusters Score -2879918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -2879925.000000 Penalty: 988.748047
	Iteration 50Q: 3 clusters Score -2879925 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -2879936.000000 Penalty: 988.748047
	Iteration 51Q: 3 clusters Score -2879936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -2879950.500000 Penalty: 988.748047
	Iteration 52Q: 3 clusters Score -2879950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -2879960.750000 Penalty: 988.748047
	Iteration 53Q: 3 clusters Score -2879961 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -2879966.000000 Penalty: 988.748047
	Iteration 54Q: 3 clusters Score -2879966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -2879972.250000 Penalty: 988.748047
	Iteration 55Q: 3 clusters Score -2879972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -2879970.000000 Penalty: 988.748047
	Iteration 56Q: 3 clusters Score -2879970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -2879975.750000 Penalty: 988.748047
	Iteration 57Q: 3 clusters Score -2879976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -2879975.500000 Penalty: 988.748047
	Iteration 58Q: 3 clusters Score -2879976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -2879977.000000 Penalty: 988.748047
	Iteration 59Q: 3 clusters Score -2879977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -2879982.000000 Penalty: 988.748047
	Iteration 60F: 3 clusters Score -2879982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -2879983.000000 Penalty: 988.748047
	Iteration 61Q: 3 clusters Score -2879983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -2879986.000000 Penalty: 988.748047
	Iteration 62Q: 3 clusters Score -2879986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -2879987.250000 Penalty: 988.748047
	Iteration 63Q: 3 clusters Score -2879987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -2879989.750000 Penalty: 988.748047
	Iteration 64Q: 3 clusters Score -2879990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -2879989.250000 Penalty: 988.748047
	Iteration 65Q: 3 clusters Score -2879989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -2879990.500000 Penalty: 988.748047
	Iteration 66Q: 3 clusters Score -2879990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -2879993.750000 Penalty: 988.748047
	Iteration 67Q: 3 clusters Score -2879994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -2879991.000000 Penalty: 988.748047
	Iteration 68Q: 3 clusters Score -2879991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -2879990.500000 Penalty: 988.748047
	Iteration 69Q: 3 clusters Score -2879990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -2879986.500000 Penalty: 988.748047
	Iteration 70Q: 3 clusters Score -2879986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -2879989.250000 Penalty: 988.748047
	Iteration 71Q: 3 clusters Score -2879989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -2879989.500000 Penalty: 988.748047
	Iteration 72Q: 3 clusters Score -2879990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -2879988.000000 Penalty: 988.748047
	Iteration 73Q: 3 clusters Score -2879988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -2879990.250000 Penalty: 988.748047
	Iteration 74Q: 3 clusters Score -2879990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -2879991.750000 Penalty: 988.748047
	Iteration 75Q: 3 clusters Score -2879992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -2879991.750000 Penalty: 988.748047
	Iteration 76F: 3 clusters Score -2879992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 374 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 760 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 352112 members 
Mstep: Class 8 contains 50568 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 14 contains 13285 members 
Mstep: Class 15 contains 98044 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 2564 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
Score: -27365142.000000 Penalty: 10202.447266
Splitting cluster 6 changes total score from -27358322.000000 to -27365142.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 7 (352112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352112 members 
Entering Unmasked Estep 
Score: -18603980.000000 Penalty: 581.112549
	Iteration 0F: 2 clusters Score -1.860398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175160 members 
Mstep: Class 2 contains 176952 members 
Entering Unmasked Estep 
Score: -18454228.000000 Penalty: 1162.225098
	Iteration 0F: 3 clusters Score -1.845423e+07 nChanged 173724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112034 members 
Mstep: Class 2 contains 240078 members 
Entering Unmasked Estep 
Score: -18578424.000000 Penalty: 1162.225098
	Iteration 1F: 3 clusters Score -1.857842e+07 nChanged 35400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79250 members 
Mstep: Class 2 contains 272862 members 
Entering Unmasked Estep 
Score: -18601330.000000 Penalty: 1162.225098
	Iteration 2F: 3 clusters Score -1.860133e+07 nChanged 31564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 303440 members 
Entering Unmasked Estep 
Score: -18614902.000000 Penalty: 1162.225098
	Iteration 3F: 3 clusters Score -1.86149e+07 nChanged 21038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 323618 members 
Entering Unmasked Estep 
Score: -18611928.000000 Penalty: 1162.225098
	Iteration 4F: 3 clusters Score -1.861193e+07 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 333324 members 
Entering Unmasked Estep 
Score: -18609994.000000 Penalty: 1162.225098
	Iteration 5Q: 3 clusters Score -1.860999e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 337314 members 
Entering Unmasked Estep 
Score: -18609106.000000 Penalty: 1162.225098
	Iteration 6Q: 3 clusters Score -1.860911e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 339202 members 
Entering Unmasked Estep 
Score: -18608978.000000 Penalty: 1162.225098
	Iteration 7Q: 3 clusters Score -1.860898e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 340436 members 
Entering Unmasked Estep 
Score: -18608892.000000 Penalty: 1162.225098
	Iteration 8Q: 3 clusters Score -1.860889e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 341376 members 
Entering Unmasked Estep 
Score: -18608978.000000 Penalty: 1162.225098
	Iteration 9Q: 3 clusters Score -1.860898e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 342087 members 
Entering Unmasked Estep 
Score: -18609156.000000 Penalty: 1162.225098
	Iteration 10Q: 3 clusters Score -1.860916e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 342679 members 
Entering Unmasked Estep 
Score: -18609294.000000 Penalty: 1162.225098
	Iteration 11Q: 3 clusters Score -1.860929e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 343157 members 
Entering Unmasked Estep 
Score: -18609598.000000 Penalty: 1162.225098
	Iteration 12Q: 3 clusters Score -1.86096e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 343444 members 
Entering Unmasked Estep 
Score: -18609930.000000 Penalty: 1162.225098
	Iteration 13Q: 3 clusters Score -1.860993e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 343651 members 
Entering Unmasked Estep 
Score: -18610482.000000 Penalty: 1162.225098
	Iteration 14Q: 3 clusters Score -1.861048e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 343758 members 
Entering Unmasked Estep 
Score: -18610982.000000 Penalty: 1162.225098
	Iteration 15Q: 3 clusters Score -1.861098e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 343764 members 
Entering Unmasked Estep 
Score: -18611636.000000 Penalty: 1162.225098
	Iteration 16Q: 3 clusters Score -1.861164e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 343716 members 
Entering Unmasked Estep 
Score: -18612172.000000 Penalty: 1162.225098
	Iteration 17Q: 3 clusters Score -1.861217e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 343664 members 
Entering Unmasked Estep 
Score: -18612702.000000 Penalty: 1162.225098
	Iteration 18Q: 3 clusters Score -1.86127e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 343575 members 
Entering Unmasked Estep 
Score: -18613072.000000 Penalty: 1162.225098
	Iteration 19Q: 3 clusters Score -1.861307e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 343499 members 
Entering Unmasked Estep 
Score: -18613634.000000 Penalty: 1162.225098
	Iteration 20F: 3 clusters Score -1.861363e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 343176 members 
Entering Unmasked Estep 
Score: -18614370.000000 Penalty: 1162.225098
	Iteration 21Q: 3 clusters Score -1.861437e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 342854 members 
Entering Unmasked Estep 
Score: -18615036.000000 Penalty: 1162.225098
	Iteration 22Q: 3 clusters Score -1.861504e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 342515 members 
Entering Unmasked Estep 
Score: -18615624.000000 Penalty: 1162.225098
	Iteration 23Q: 3 clusters Score -1.861562e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 342107 members 
Entering Unmasked Estep 
Score: -18616316.000000 Penalty: 1162.225098
	Iteration 24Q: 3 clusters Score -1.861632e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 341738 members 
Entering Unmasked Estep 
Score: -18616854.000000 Penalty: 1162.225098
	Iteration 25Q: 3 clusters Score -1.861685e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 341350 members 
Entering Unmasked Estep 
Score: -18617390.000000 Penalty: 1162.225098
	Iteration 26Q: 3 clusters Score -1.861739e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 340964 members 
Entering Unmasked Estep 
Score: -18617860.000000 Penalty: 1162.225098
	Iteration 27Q: 3 clusters Score -1.861786e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 340593 members 
Entering Unmasked Estep 
Score: -18618354.000000 Penalty: 1162.225098
	Iteration 28Q: 3 clusters Score -1.861835e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 340221 members 
Entering Unmasked Estep 
Score: -18618732.000000 Penalty: 1162.225098
	Iteration 29Q: 3 clusters Score -1.861873e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 339892 members 
Entering Unmasked Estep 
Score: -18619106.000000 Penalty: 1162.225098
	Iteration 30Q: 3 clusters Score -1.861911e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 339567 members 
Entering Unmasked Estep 
Score: -18619486.000000 Penalty: 1162.225098
	Iteration 31Q: 3 clusters Score -1.861949e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 339286 members 
Entering Unmasked Estep 
Score: -18619798.000000 Penalty: 1162.225098
	Iteration 32Q: 3 clusters Score -1.86198e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 339050 members 
Entering Unmasked Estep 
Score: -18620048.000000 Penalty: 1162.225098
	Iteration 33Q: 3 clusters Score -1.862005e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 338838 members 
Entering Unmasked Estep 
Score: -18620260.000000 Penalty: 1162.225098
	Iteration 34Q: 3 clusters Score -1.862026e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 338642 members 
Entering Unmasked Estep 
Score: -18620410.000000 Penalty: 1162.225098
	Iteration 35Q: 3 clusters Score -1.862041e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 338471 members 
Entering Unmasked Estep 
Score: -18620610.000000 Penalty: 1162.225098
	Iteration 36Q: 3 clusters Score -1.862061e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 338302 members 
Entering Unmasked Estep 
Score: -18620808.000000 Penalty: 1162.225098
	Iteration 37Q: 3 clusters Score -1.862081e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 338150 members 
Entering Unmasked Estep 
Score: -18620980.000000 Penalty: 1162.225098
	Iteration 38Q: 3 clusters Score -1.862098e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 337997 members 
Entering Unmasked Estep 
Score: -18621220.000000 Penalty: 1162.225098
	Iteration 39Q: 3 clusters Score -1.862122e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 337859 members 
Entering Unmasked Estep 
Score: -18621368.000000 Penalty: 1162.225098
	Iteration 40F: 3 clusters Score -1.862137e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 337660 members 
Entering Unmasked Estep 
Score: -18621626.000000 Penalty: 1162.225098
	Iteration 41Q: 3 clusters Score -1.862163e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 337463 members 
Entering Unmasked Estep 
Score: -18621852.000000 Penalty: 1162.225098
	Iteration 42Q: 3 clusters Score -1.862185e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 337273 members 
Entering Unmasked Estep 
Score: -18622040.000000 Penalty: 1162.225098
	Iteration 43Q: 3 clusters Score -1.862204e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 337096 members 
Entering Unmasked Estep 
Score: -18622282.000000 Penalty: 1162.225098
	Iteration 44Q: 3 clusters Score -1.862228e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 336933 members 
Entering Unmasked Estep 
Score: -18622508.000000 Penalty: 1162.225098
	Iteration 45Q: 3 clusters Score -1.862251e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 336774 members 
Entering Unmasked Estep 
Score: -18622672.000000 Penalty: 1162.225098
	Iteration 46Q: 3 clusters Score -1.862267e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 336623 members 
Entering Unmasked Estep 
Score: -18622794.000000 Penalty: 1162.225098
	Iteration 47Q: 3 clusters Score -1.862279e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 336470 members 
Entering Unmasked Estep 
Score: -18622976.000000 Penalty: 1162.225098
	Iteration 48Q: 3 clusters Score -1.862298e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 336301 members 
Entering Unmasked Estep 
Score: -18623156.000000 Penalty: 1162.225098
	Iteration 49Q: 3 clusters Score -1.862316e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 336126 members 
Entering Unmasked Estep 
Score: -18623412.000000 Penalty: 1162.225098
	Iteration 50Q: 3 clusters Score -1.862341e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 335950 members 
Entering Unmasked Estep 
Score: -18623662.000000 Penalty: 1162.225098
	Iteration 51Q: 3 clusters Score -1.862366e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 335779 members 
Entering Unmasked Estep 
Score: -18623846.000000 Penalty: 1162.225098
	Iteration 52Q: 3 clusters Score -1.862385e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 335628 members 
Entering Unmasked Estep 
Score: -18624018.000000 Penalty: 1162.225098
	Iteration 53Q: 3 clusters Score -1.862402e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 335488 members 
Entering Unmasked Estep 
Score: -18624172.000000 Penalty: 1162.225098
	Iteration 54Q: 3 clusters Score -1.862417e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 335344 members 
Entering Unmasked Estep 
Score: -18624236.000000 Penalty: 1162.225098
	Iteration 55Q: 3 clusters Score -1.862424e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 335221 members 
Entering Unmasked Estep 
Score: -18624330.000000 Penalty: 1162.225098
	Iteration 56Q: 3 clusters Score -1.862433e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 335092 members 
Entering Unmasked Estep 
Score: -18624474.000000 Penalty: 1162.225098
	Iteration 57Q: 3 clusters Score -1.862447e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 334978 members 
Entering Unmasked Estep 
Score: -18624576.000000 Penalty: 1162.225098
	Iteration 58Q: 3 clusters Score -1.862458e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 334855 members 
Entering Unmasked Estep 
Score: -18624698.000000 Penalty: 1162.225098
	Iteration 59Q: 3 clusters Score -1.86247e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 334755 members 
Entering Unmasked Estep 
Score: -18624762.000000 Penalty: 1162.225098
	Iteration 60F: 3 clusters Score -1.862476e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 334652 members 
Entering Unmasked Estep 
Score: -18624870.000000 Penalty: 1162.225098
	Iteration 61Q: 3 clusters Score -1.862487e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 334548 members 
Entering Unmasked Estep 
Score: -18624962.000000 Penalty: 1162.225098
	Iteration 62Q: 3 clusters Score -1.862496e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 334454 members 
Entering Unmasked Estep 
Score: -18625024.000000 Penalty: 1162.225098
	Iteration 63Q: 3 clusters Score -1.862502e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 334370 members 
Entering Unmasked Estep 
Score: -18625160.000000 Penalty: 1162.225098
	Iteration 64Q: 3 clusters Score -1.862516e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 334294 members 
Entering Unmasked Estep 
Score: -18625248.000000 Penalty: 1162.225098
	Iteration 65Q: 3 clusters Score -1.862525e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 334226 members 
Entering Unmasked Estep 
Score: -18625322.000000 Penalty: 1162.225098
	Iteration 66Q: 3 clusters Score -1.862532e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 334155 members 
Entering Unmasked Estep 
Score: -18625384.000000 Penalty: 1162.225098
	Iteration 67Q: 3 clusters Score -1.862538e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 334081 members 
Entering Unmasked Estep 
Score: -18625456.000000 Penalty: 1162.225098
	Iteration 68Q: 3 clusters Score -1.862546e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 334011 members 
Entering Unmasked Estep 
Score: -18625492.000000 Penalty: 1162.225098
	Iteration 69Q: 3 clusters Score -1.862549e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 333957 members 
Entering Unmasked Estep 
Score: -18625568.000000 Penalty: 1162.225098
	Iteration 70Q: 3 clusters Score -1.862557e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 333921 members 
Entering Unmasked Estep 
Score: -18625612.000000 Penalty: 1162.225098
	Iteration 71Q: 3 clusters Score -1.862561e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 333888 members 
Entering Unmasked Estep 
Score: -18625648.000000 Penalty: 1162.225098
	Iteration 72Q: 3 clusters Score -1.862565e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 333848 members 
Entering Unmasked Estep 
Score: -18625684.000000 Penalty: 1162.225098
	Iteration 73Q: 3 clusters Score -1.862568e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 333812 members 
Entering Unmasked Estep 
Score: -18625706.000000 Penalty: 1162.225098
	Iteration 74Q: 3 clusters Score -1.862571e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 333774 members 
Entering Unmasked Estep 
Score: -18625742.000000 Penalty: 1162.225098
	Iteration 75Q: 3 clusters Score -1.862574e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 333739 members 
Entering Unmasked Estep 
Score: -18625752.000000 Penalty: 1162.225098
	Iteration 76Q: 3 clusters Score -1.862575e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 333710 members 
Entering Unmasked Estep 
Score: -18625806.000000 Penalty: 1162.225098
	Iteration 77Q: 3 clusters Score -1.862581e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 333692 members 
Entering Unmasked Estep 
Score: -18625848.000000 Penalty: 1162.225098
	Iteration 78Q: 3 clusters Score -1.862585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 333676 members 
Entering Unmasked Estep 
Score: -18625866.000000 Penalty: 1162.225098
	Iteration 79Q: 3 clusters Score -1.862587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 333665 members 
Entering Unmasked Estep 
Score: -18625872.000000 Penalty: 1162.225098
	Iteration 80F: 3 clusters Score -1.862587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 333649 members 
Entering Unmasked Estep 
Score: -18625886.000000 Penalty: 1162.225098
	Iteration 81Q: 3 clusters Score -1.862589e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 333626 members 
Entering Unmasked Estep 
Score: -18625878.000000 Penalty: 1162.225098
	Iteration 82Q: 3 clusters Score -1.862588e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 333604 members 
Entering Unmasked Estep 
Score: -18625902.000000 Penalty: 1162.225098
	Iteration 83Q: 3 clusters Score -1.86259e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 333583 members 
Entering Unmasked Estep 
Score: -18625948.000000 Penalty: 1162.225098
	Iteration 84Q: 3 clusters Score -1.862595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 333567 members 
Entering Unmasked Estep 
Score: -18625962.000000 Penalty: 1162.225098
	Iteration 85Q: 3 clusters Score -1.862596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 333552 members 
Entering Unmasked Estep 
Score: -18625990.000000 Penalty: 1162.225098
	Iteration 86Q: 3 clusters Score -1.862599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 333543 members 
Entering Unmasked Estep 
Score: -18625996.000000 Penalty: 1162.225098
	Iteration 87Q: 3 clusters Score -1.8626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 333536 members 
Entering Unmasked Estep 
Score: -18626004.000000 Penalty: 1162.225098
	Iteration 88Q: 3 clusters Score -1.8626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 333529 members 
Entering Unmasked Estep 
Score: -18626018.000000 Penalty: 1162.225098
	Iteration 89Q: 3 clusters Score -1.862602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 333522 members 
Entering Unmasked Estep 
Score: -18626030.000000 Penalty: 1162.225098
	Iteration 90Q: 3 clusters Score -1.862603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 333517 members 
Entering Unmasked Estep 
Score: -18626052.000000 Penalty: 1162.225098
	Iteration 91Q: 3 clusters Score -1.862605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 333512 members 
Entering Unmasked Estep 
Score: -18626038.000000 Penalty: 1162.225098
	Iteration 92Q: 3 clusters Score -1.862604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 333506 members 
Entering Unmasked Estep 
Score: -18626046.000000 Penalty: 1162.225098
	Iteration 93Q: 3 clusters Score -1.862605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 333505 members 
Entering Unmasked Estep 
Score: -18626050.000000 Penalty: 1162.225098
	Iteration 94Q: 3 clusters Score -1.862605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 333505 members 
Entering Unmasked Estep 
Score: -18626050.000000 Penalty: 1162.225098
	Iteration 95F: 3 clusters Score -1.862605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 374 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 760 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 18607 members 
Mstep: Class 8 contains 50568 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 333505 members 
Mstep: Class 14 contains 13285 members 
Mstep: Class 15 contains 98044 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 2564 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
Score: -27387584.000000 Penalty: 10802.590820
Splitting cluster 7 changes total score from -27358322.000000 to -27387584.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 9 (3972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Entering Unmasked Estep 
Score: -200548.687500 Penalty: 377.059662
	Iteration 0F: 2 clusters Score -200548.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -197869.828125 Penalty: 754.119324
	Iteration 0F: 3 clusters Score -197869.8 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -198796.609375 Penalty: 754.119324
	Iteration 1F: 3 clusters Score -198796.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -199028.671875 Penalty: 754.119324
	Iteration 2F: 3 clusters Score -199028.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -199312.671875 Penalty: 754.119324
	Iteration 3F: 3 clusters Score -199312.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -199544.281250 Penalty: 754.119324
	Iteration 4F: 3 clusters Score -199544.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -199737.375000 Penalty: 754.119324
	Iteration 5F: 3 clusters Score -199737.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -199916.093750 Penalty: 754.119324
	Iteration 6F: 3 clusters Score -199916.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -200055.187500 Penalty: 754.119324
	Iteration 7Q: 3 clusters Score -200055.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -200151.312500 Penalty: 754.119324
	Iteration 8Q: 3 clusters Score -200151.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -200237.781250 Penalty: 754.119324
	Iteration 9Q: 3 clusters Score -200237.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -200326.984375 Penalty: 754.119324
	Iteration 10Q: 3 clusters Score -200327 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -200388.375000 Penalty: 754.119324
	Iteration 11Q: 3 clusters Score -200388.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -200432.734375 Penalty: 754.119324
	Iteration 12Q: 3 clusters Score -200432.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -200462.500000 Penalty: 754.119324
	Iteration 13Q: 3 clusters Score -200462.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -200488.875000 Penalty: 754.119324
	Iteration 14Q: 3 clusters Score -200488.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -200503.984375 Penalty: 754.119324
	Iteration 15Q: 3 clusters Score -200504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -200511.828125 Penalty: 754.119324
	Iteration 16Q: 3 clusters Score -200511.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -200522.515625 Penalty: 754.119324
	Iteration 17Q: 3 clusters Score -200522.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -200534.453125 Penalty: 754.119324
	Iteration 18Q: 3 clusters Score -200534.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -200543.531250 Penalty: 754.119324
	Iteration 19Q: 3 clusters Score -200543.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -200544.437500 Penalty: 754.119324
	Iteration 20F: 3 clusters Score -200544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -200544.625000 Penalty: 754.119324
	Iteration 21Q: 3 clusters Score -200544.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -200544.625000 Penalty: 754.119324
	Iteration 22F: 3 clusters Score -200544.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -8927.502930 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -8927.503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8643.974609 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -8643.975 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8696.576172 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -8696.576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8707.202148 Penalty: 478.432068
	Iteration 2Q: 3 clusters Score -8707.202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8709.000977 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -8709.001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8710.445312 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -8710.445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8710.445312 Penalty: 478.432068
	Iteration 5F: 3 clusters Score -8710.445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Entering Unmasked Estep 
Score: -194938.656250 Penalty: 374.040588
	Iteration 0F: 2 clusters Score -194938.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -192408.390625 Penalty: 748.081177
	Iteration 0F: 3 clusters Score -192408.4 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -193549.234375 Penalty: 748.081177
	Iteration 1F: 3 clusters Score -193549.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -193886.984375 Penalty: 748.081177
	Iteration 2F: 3 clusters Score -193887 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -194159.984375 Penalty: 748.081177
	Iteration 3F: 3 clusters Score -194160 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -194291.000000 Penalty: 748.081177
	Iteration 4F: 3 clusters Score -194291 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -194353.015625 Penalty: 748.081177
	Iteration 5Q: 3 clusters Score -194353 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -194387.765625 Penalty: 748.081177
	Iteration 6Q: 3 clusters Score -194387.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -194411.500000 Penalty: 748.081177
	Iteration 7Q: 3 clusters Score -194411.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -194421.609375 Penalty: 748.081177
	Iteration 8Q: 3 clusters Score -194421.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -194428.046875 Penalty: 748.081177
	Iteration 9Q: 3 clusters Score -194428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -194431.343750 Penalty: 748.081177
	Iteration 10Q: 3 clusters Score -194431.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -194433.171875 Penalty: 748.081177
	Iteration 11Q: 3 clusters Score -194433.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -194435.390625 Penalty: 748.081177
	Iteration 12Q: 3 clusters Score -194435.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -194437.421875 Penalty: 748.081177
	Iteration 13Q: 3 clusters Score -194437.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -194440.171875 Penalty: 748.081177
	Iteration 14Q: 3 clusters Score -194440.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -194441.765625 Penalty: 748.081177
	Iteration 15Q: 3 clusters Score -194441.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -194444.062500 Penalty: 748.081177
	Iteration 16Q: 3 clusters Score -194444.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -194446.046875 Penalty: 748.081177
	Iteration 17Q: 3 clusters Score -194446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -194446.671875 Penalty: 748.081177
	Iteration 18Q: 3 clusters Score -194446.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -194447.093750 Penalty: 748.081177
	Iteration 19Q: 3 clusters Score -194447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -194447.500000 Penalty: 748.081177
	Iteration 20F: 3 clusters Score -194447.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -194447.781250 Penalty: 748.081177
	Iteration 21Q: 3 clusters Score -194447.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -194448.234375 Penalty: 748.081177
	Iteration 22Q: 3 clusters Score -194448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -194449.171875 Penalty: 748.081177
	Iteration 23Q: 3 clusters Score -194449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -194449.593750 Penalty: 748.081177
	Iteration 24Q: 3 clusters Score -194449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -194450.359375 Penalty: 748.081177
	Iteration 25Q: 3 clusters Score -194450.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -194451.953125 Penalty: 748.081177
	Iteration 26Q: 3 clusters Score -194452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -194453.218750 Penalty: 748.081177
	Iteration 27Q: 3 clusters Score -194453.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -194454.828125 Penalty: 748.081177
	Iteration 28Q: 3 clusters Score -194454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -194454.921875 Penalty: 748.081177
	Iteration 29Q: 3 clusters Score -194454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -194455.500000 Penalty: 748.081177
	Iteration 30Q: 3 clusters Score -194455.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -194455.968750 Penalty: 748.081177
	Iteration 31Q: 3 clusters Score -194456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -194456.781250 Penalty: 748.081177
	Iteration 32Q: 3 clusters Score -194456.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -194458.281250 Penalty: 748.081177
	Iteration 33Q: 3 clusters Score -194458.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -194458.640625 Penalty: 748.081177
	Iteration 34Q: 3 clusters Score -194458.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -194458.484375 Penalty: 748.081177
	Iteration 35Q: 3 clusters Score -194458.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -194458.484375 Penalty: 748.081177
	Iteration 36F: 3 clusters Score -194458.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Entering Unmasked Estep 
Score: -645833.562500 Penalty: 431.994781
	Iteration 0F: 2 clusters Score -645833.6 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 6653 members 
Entering Unmasked Estep 
Score: -636955.562500 Penalty: 863.989563
	Iteration 0F: 3 clusters Score -636955.6 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -640534.187500 Penalty: 863.989563
	Iteration 1F: 3 clusters Score -640534.2 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -640984.812500 Penalty: 863.989563
	Iteration 2F: 3 clusters Score -640984.8 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -641608.625000 Penalty: 863.989563
	Iteration 3F: 3 clusters Score -641608.6 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -642384.625000 Penalty: 863.989563
	Iteration 4F: 3 clusters Score -642384.6 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -643111.812500 Penalty: 863.989563
	Iteration 5F: 3 clusters Score -643111.8 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -643539.937500 Penalty: 863.989563
	Iteration 6F: 3 clusters Score -643539.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -643752.187500 Penalty: 863.989563
	Iteration 7Q: 3 clusters Score -643752.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -643908.062500 Penalty: 863.989563
	Iteration 8Q: 3 clusters Score -643908.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -644056.687500 Penalty: 863.989563
	Iteration 9Q: 3 clusters Score -644056.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -644227.125000 Penalty: 863.989563
	Iteration 10Q: 3 clusters Score -644227.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -644402.625000 Penalty: 863.989563
	Iteration 11Q: 3 clusters Score -644402.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -644582.187500 Penalty: 863.989563
	Iteration 12Q: 3 clusters Score -644582.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -644788.750000 Penalty: 863.989563
	Iteration 13Q: 3 clusters Score -644788.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -645055.000000 Penalty: 863.989563
	Iteration 14Q: 3 clusters Score -645055 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -645399.437500 Penalty: 863.989563
	Iteration 15Q: 3 clusters Score -645399.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -645774.187500 Penalty: 863.989563
	Iteration 16Q: 3 clusters Score -645774.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -646111.000000 Penalty: 863.989563
	Iteration 17Q: 3 clusters Score -646111 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -646352.187500 Penalty: 863.989563
	Iteration 18Q: 3 clusters Score -646352.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -646494.312500 Penalty: 863.989563
	Iteration 19Q: 3 clusters Score -646494.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -646620.875000 Penalty: 863.989563
	Iteration 20F: 3 clusters Score -646620.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -646702.187500 Penalty: 863.989563
	Iteration 21Q: 3 clusters Score -646702.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -646763.312500 Penalty: 863.989563
	Iteration 22Q: 3 clusters Score -646763.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -646808.500000 Penalty: 863.989563
	Iteration 23Q: 3 clusters Score -646808.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -646857.812500 Penalty: 863.989563
	Iteration 24Q: 3 clusters Score -646857.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -646898.312500 Penalty: 863.989563
	Iteration 25Q: 3 clusters Score -646898.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -646922.187500 Penalty: 863.989563
	Iteration 26Q: 3 clusters Score -646922.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -646941.937500 Penalty: 863.989563
	Iteration 27Q: 3 clusters Score -646941.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -646960.437500 Penalty: 863.989563
	Iteration 28Q: 3 clusters Score -646960.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -646972.812500 Penalty: 863.989563
	Iteration 29Q: 3 clusters Score -646972.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -646994.937500 Penalty: 863.989563
	Iteration 30Q: 3 clusters Score -646994.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -647015.687500 Penalty: 863.989563
	Iteration 31Q: 3 clusters Score -647015.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -647039.750000 Penalty: 863.989563
	Iteration 32Q: 3 clusters Score -647039.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -647048.500000 Penalty: 863.989563
	Iteration 33Q: 3 clusters Score -647048.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -647054.750000 Penalty: 863.989563
	Iteration 34Q: 3 clusters Score -647054.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -647057.500000 Penalty: 863.989563
	Iteration 35Q: 3 clusters Score -647057.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -647057.500000 Penalty: 863.989563
	Iteration 36Q: 3 clusters Score -647057.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -647058.812500 Penalty: 863.989563
	Iteration 37Q: 3 clusters Score -647058.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -647060.437500 Penalty: 863.989563
	Iteration 38Q: 3 clusters Score -647060.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -647059.750000 Penalty: 863.989563
	Iteration 39Q: 3 clusters Score -647059.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -647059.812500 Penalty: 863.989563
	Iteration 40F: 3 clusters Score -647059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -647060.250000 Penalty: 863.989563
	Iteration 41Q: 3 clusters Score -647060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -647059.750000 Penalty: 863.989563
	Iteration 42Q: 3 clusters Score -647059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -647060.375000 Penalty: 863.989563
	Iteration 43Q: 3 clusters Score -647060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -647060.250000 Penalty: 863.989563
	Iteration 44Q: 3 clusters Score -647060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -647059.875000 Penalty: 863.989563
	Iteration 45Q: 3 clusters Score -647059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -647059.937500 Penalty: 863.989563
	Iteration 46Q: 3 clusters Score -647059.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -647059.937500 Penalty: 863.989563
	Iteration 47F: 3 clusters Score -647059.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 374 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 760 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 18607 members 
Mstep: Class 8 contains 50568 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 333505 members 
Mstep: Class 13 contains 12488 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 98044 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 2564 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
Score: -27388684.000000 Penalty: 11402.734375
Splitting cluster 14 changes total score from -27358322.000000 to -27388684.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 15 (98044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98044 members 
Entering Unmasked Estep 
Score: -5044339.000000 Penalty: 522.939331
	Iteration 0F: 2 clusters Score -5044339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -4977853.000000 Penalty: 1045.878662
	Iteration 0F: 3 clusters Score -4977853 nChanged 48173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -5008605.500000 Penalty: 1045.878662
	Iteration 1F: 3 clusters Score -5008606 nChanged 5874
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -5011696 nChanged 7002
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -5016008 nChanged 7161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5020672 nChanged 6376
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Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5024717 nChanged 5108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5027904 nChanged 3950
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5030658 nChanged 3097
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5033492 nChanged 2435
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84045 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -5036312.000000 Penalty: 1045.878662
	Iteration 9Q: 3 clusters Score -5036312 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85388 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5038368 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86460 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -5039612.000000 Penalty: 1045.878662
	Iteration 11Q: 3 clusters Score -5039612 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87422 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5040363 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88229 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -5040950.500000 Penalty: 1045.878662
	Iteration 13Q: 3 clusters Score -5040950 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88934 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -5041361.500000 Penalty: 1045.878662
	Iteration 14Q: 3 clusters Score -5041362 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -5041678.500000 Penalty: 1045.878662
	Iteration 15Q: 3 clusters Score -5041678 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -5041906.000000 Penalty: 1045.878662
	Iteration 16Q: 3 clusters Score -5041906 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90476 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -5042101.000000 Penalty: 1045.878662
	Iteration 17Q: 3 clusters Score -5042101 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90879 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -5042241.500000 Penalty: 1045.878662
	Iteration 18Q: 3 clusters Score -5042242 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91274 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -5042380.500000 Penalty: 1045.878662
	Iteration 19Q: 3 clusters Score -5042380 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91633 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -5042516.500000 Penalty: 1045.878662
	Iteration 20F: 3 clusters Score -5042516 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91991 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5042661 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92335 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -5042774.500000 Penalty: 1045.878662
	Iteration 22Q: 3 clusters Score -5042774 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92647 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -5042880.000000 Penalty: 1045.878662
	Iteration 23Q: 3 clusters Score -5042880 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92919 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -5042955.500000 Penalty: 1045.878662
	Iteration 24Q: 3 clusters Score -5042956 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93173 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -5043001.000000 Penalty: 1045.878662
	Iteration 25Q: 3 clusters Score -5043001 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93387 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -5043066.000000 Penalty: 1045.878662
	Iteration 26Q: 3 clusters Score -5043066 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93591 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -5043078.000000 Penalty: 1045.878662
	Iteration 27Q: 3 clusters Score -5043078 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93807 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -5043145.500000 Penalty: 1045.878662
	Iteration 28Q: 3 clusters Score -5043146 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94007 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -5043199.500000 Penalty: 1045.878662
	Iteration 29Q: 3 clusters Score -5043200 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -5043257.500000 Penalty: 1045.878662
	Iteration 30Q: 3 clusters Score -5043258 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94371 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -5043308.000000 Penalty: 1045.878662
	Iteration 31Q: 3 clusters Score -5043308 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94547 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -5043363.500000 Penalty: 1045.878662
	Iteration 32Q: 3 clusters Score -5043364 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94728 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5043398 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94898 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -5043453.500000 Penalty: 1045.878662
	Iteration 34Q: 3 clusters Score -5043454 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -5043495.500000 Penalty: 1045.878662
	Iteration 35Q: 3 clusters Score -5043496 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95211 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -5043524.500000 Penalty: 1045.878662
	Iteration 36Q: 3 clusters Score -5043524 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5043567.500000 Penalty: 1045.878662
	Iteration 37Q: 3 clusters Score -5043568 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5043595.000000 Penalty: 1045.878662
	Iteration 38Q: 3 clusters Score -5043595 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5043600.500000 Penalty: 1045.878662
	Iteration 39Q: 3 clusters Score -5043600 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95696 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5043625.000000 Penalty: 1045.878662
	Iteration 40F: 3 clusters Score -5043625 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95795 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5043635.000000 Penalty: 1045.878662
	Iteration 41Q: 3 clusters Score -5043635 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95891 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5043646.000000 Penalty: 1045.878662
	Iteration 42Q: 3 clusters Score -5043646 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5043673.000000 Penalty: 1045.878662
	Iteration 43Q: 3 clusters Score -5043673 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5043680.500000 Penalty: 1045.878662
	Iteration 44Q: 3 clusters Score -5043680 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96147 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5043704.000000 Penalty: 1045.878662
	Iteration 45Q: 3 clusters Score -5043704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96215 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5043731.500000 Penalty: 1045.878662
	Iteration 46Q: 3 clusters Score -5043732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96285 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5043728.500000 Penalty: 1045.878662
	Iteration 47Q: 3 clusters Score -5043728 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96346 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5043751.500000 Penalty: 1045.878662
	Iteration 48Q: 3 clusters Score -5043752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96406 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5043762.000000 Penalty: 1045.878662
	Iteration 49Q: 3 clusters Score -5043762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96451 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5043771.000000 Penalty: 1045.878662
	Iteration 50Q: 3 clusters Score -5043771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96482 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5043767.000000 Penalty: 1045.878662
	Iteration 51Q: 3 clusters Score -5043767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96506 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5043770.000000 Penalty: 1045.878662
	Iteration 52Q: 3 clusters Score -5043770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96530 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5043774.500000 Penalty: 1045.878662
	Iteration 53Q: 3 clusters Score -5043774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96555 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5043776.000000 Penalty: 1045.878662
	Iteration 54Q: 3 clusters Score -5043776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96583 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5043787.000000 Penalty: 1045.878662
	Iteration 55Q: 3 clusters Score -5043787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96603 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5043794.500000 Penalty: 1045.878662
	Iteration 56Q: 3 clusters Score -5043794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96623 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5043797.500000 Penalty: 1045.878662
	Iteration 57Q: 3 clusters Score -5043798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96630 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5043798.500000 Penalty: 1045.878662
	Iteration 58Q: 3 clusters Score -5043798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5043797.000000 Penalty: 1045.878662
	Iteration 59Q: 3 clusters Score -5043797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5043794.000000 Penalty: 1045.878662
	Iteration 60F: 3 clusters Score -5043794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5043788.500000 Penalty: 1045.878662
	Iteration 61Q: 3 clusters Score -5043788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5043801.000000 Penalty: 1045.878662
	Iteration 62Q: 3 clusters Score -5043801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5043801.000000 Penalty: 1045.878662
	Iteration 63Q: 3 clusters Score -5043801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5043805.500000 Penalty: 1045.878662
	Iteration 64Q: 3 clusters Score -5043806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5043808.500000 Penalty: 1045.878662
	Iteration 65Q: 3 clusters Score -5043808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5043808.000000 Penalty: 1045.878662
	Iteration 66Q: 3 clusters Score -5043808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5043807.000000 Penalty: 1045.878662
	Iteration 67Q: 3 clusters Score -5043807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96702 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5043802.000000 Penalty: 1045.878662
	Iteration 68Q: 3 clusters Score -5043802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96704 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5043805.500000 Penalty: 1045.878662
	Iteration 69Q: 3 clusters Score -5043806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96709 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5043809.000000 Penalty: 1045.878662
	Iteration 70Q: 3 clusters Score -5043809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96718 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5043804.500000 Penalty: 1045.878662
	Iteration 71Q: 3 clusters Score -5043804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96727 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5043807.000000 Penalty: 1045.878662
	Iteration 72Q: 3 clusters Score -5043807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96737 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5043808.000000 Penalty: 1045.878662
	Iteration 73Q: 3 clusters Score -5043808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96746 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5043806.000000 Penalty: 1045.878662
	Iteration 74Q: 3 clusters Score -5043806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96756 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5043811.000000 Penalty: 1045.878662
	Iteration 75Q: 3 clusters Score -5043811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96769 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5043811.000000 Penalty: 1045.878662
	Iteration 76Q: 3 clusters Score -5043811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5043815.000000 Penalty: 1045.878662
	Iteration 77Q: 3 clusters Score -5043815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96777 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5043814.000000 Penalty: 1045.878662
	Iteration 78Q: 3 clusters Score -5043814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96779 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5043813.500000 Penalty: 1045.878662
	Iteration 79Q: 3 clusters Score -5043814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96782 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5043815.500000 Penalty: 1045.878662
	Iteration 80F: 3 clusters Score -5043816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96784 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5043816.000000 Penalty: 1045.878662
	Iteration 81Q: 3 clusters Score -5043816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96788 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5043822.000000 Penalty: 1045.878662
	Iteration 82Q: 3 clusters Score -5043822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96789 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5043822.500000 Penalty: 1045.878662
	Iteration 83Q: 3 clusters Score -5043822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96789 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5043822.500000 Penalty: 1045.878662
	Iteration 84F: 3 clusters Score -5043822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -6519.812012 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -6519.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6309.524414 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -6309.524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6432.031250 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -6432.031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6617.396484 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -6617.396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6727.442871 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -6727.443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6801.823730 Penalty: 480.771515
	Iteration 4F: 3 clusters Score -6801.824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6833.679199 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -6833.679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6841.996094 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -6841.996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6841.996094 Penalty: 480.771515
	Iteration 7F: 3 clusters Score -6841.996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 374 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 760 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 18607 members 
Mstep: Class 8 contains 50568 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 333505 members 
Mstep: Class 13 contains 12488 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 98044 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 2564 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 50 members 
Entering Unmasked Estep 
Score: -27388648.000000 Penalty: 12002.878906
Splitting cluster 16 changes total score from -27358322.000000 to -27388648.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 17 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -126323.578125 Penalty: 357.144226
	Iteration 0F: 2 clusters Score -126323.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -124544.390625 Penalty: 714.288452
	Iteration 0F: 3 clusters Score -124544.4 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -125266.078125 Penalty: 714.288452
	Iteration 1F: 3 clusters Score -125266.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -125459.117188 Penalty: 714.288452
	Iteration 2F: 3 clusters Score -125459.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -125673.539062 Penalty: 714.288452
	Iteration 3F: 3 clusters Score -125673.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -125824.539062 Penalty: 714.288452
	Iteration 4F: 3 clusters Score -125824.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -125925.242188 Penalty: 714.288452
	Iteration 5Q: 3 clusters Score -125925.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -125997.750000 Penalty: 714.288452
	Iteration 6Q: 3 clusters Score -125997.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -126045.039062 Penalty: 714.288452
	Iteration 7Q: 3 clusters Score -126045 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -126078.468750 Penalty: 714.288452
	Iteration 8Q: 3 clusters Score -126078.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -126102.789062 Penalty: 714.288452
	Iteration 9Q: 3 clusters Score -126102.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -126118.734375 Penalty: 714.288452
	Iteration 10Q: 3 clusters Score -126118.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -126136.359375 Penalty: 714.288452
	Iteration 11Q: 3 clusters Score -126136.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -126157.781250 Penalty: 714.288452
	Iteration 12Q: 3 clusters Score -126157.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -126178.859375 Penalty: 714.288452
	Iteration 13Q: 3 clusters Score -126178.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -126192.703125 Penalty: 714.288452
	Iteration 14Q: 3 clusters Score -126192.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -126201.250000 Penalty: 714.288452
	Iteration 15Q: 3 clusters Score -126201.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -126207.125000 Penalty: 714.288452
	Iteration 16Q: 3 clusters Score -126207.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -126211.937500 Penalty: 714.288452
	Iteration 17Q: 3 clusters Score -126211.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -126216.929688 Penalty: 714.288452
	Iteration 18Q: 3 clusters Score -126216.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -126221.742188 Penalty: 714.288452
	Iteration 19Q: 3 clusters Score -126221.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -126226.820312 Penalty: 714.288452
	Iteration 20F: 3 clusters Score -126226.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -126230.492188 Penalty: 714.288452
	Iteration 21Q: 3 clusters Score -126230.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -126235.117188 Penalty: 714.288452
	Iteration 22Q: 3 clusters Score -126235.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -126238.992188 Penalty: 714.288452
	Iteration 23Q: 3 clusters Score -126239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -126243.820312 Penalty: 714.288452
	Iteration 24Q: 3 clusters Score -126243.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -126250.679688 Penalty: 714.288452
	Iteration 25Q: 3 clusters Score -126250.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -126257.742188 Penalty: 714.288452
	Iteration 26Q: 3 clusters Score -126257.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -126262.375000 Penalty: 714.288452
	Iteration 27Q: 3 clusters Score -126262.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -126263.953125 Penalty: 714.288452
	Iteration 28Q: 3 clusters Score -126264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -126264.984375 Penalty: 714.288452
	Iteration 29Q: 3 clusters Score -126265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -126266.906250 Penalty: 714.288452
	Iteration 30Q: 3 clusters Score -126266.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -126270.054688 Penalty: 714.288452
	Iteration 31Q: 3 clusters Score -126270.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -126276.382812 Penalty: 714.288452
	Iteration 32Q: 3 clusters Score -126276.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -126282.593750 Penalty: 714.288452
	Iteration 33Q: 3 clusters Score -126282.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -126287.828125 Penalty: 714.288452
	Iteration 34Q: 3 clusters Score -126287.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -126300.593750 Penalty: 714.288452
	Iteration 35Q: 3 clusters Score -126300.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -126331.781250 Penalty: 714.288452
	Iteration 36Q: 3 clusters Score -126331.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -126387.281250 Penalty: 714.288452
	Iteration 37Q: 3 clusters Score -126387.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -126456.296875 Penalty: 714.288452
	Iteration 38Q: 3 clusters Score -126456.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -126503.109375 Penalty: 714.288452
	Iteration 39Q: 3 clusters Score -126503.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -126536.250000 Penalty: 714.288452
	Iteration 40F: 3 clusters Score -126536.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -126550.765625 Penalty: 714.288452
	Iteration 41Q: 3 clusters Score -126550.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -126559.304688 Penalty: 714.288452
	Iteration 42Q: 3 clusters Score -126559.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -126565.484375 Penalty: 714.288452
	Iteration 43Q: 3 clusters Score -126565.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -126567.468750 Penalty: 714.288452
	Iteration 44Q: 3 clusters Score -126567.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -126568.414062 Penalty: 714.288452
	Iteration 45Q: 3 clusters Score -126568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -126569.304688 Penalty: 714.288452
	Iteration 46Q: 3 clusters Score -126569.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -126570.156250 Penalty: 714.288452
	Iteration 47Q: 3 clusters Score -126570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -126570.601562 Penalty: 714.288452
	Iteration 48Q: 3 clusters Score -126570.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -126571.851562 Penalty: 714.288452
	Iteration 49Q: 3 clusters Score -126571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -126572.148438 Penalty: 714.288452
	Iteration 50Q: 3 clusters Score -126572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -126572.429688 Penalty: 714.288452
	Iteration 51Q: 3 clusters Score -126572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -126572.703125 Penalty: 714.288452
	Iteration 52Q: 3 clusters Score -126572.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -126572.906250 Penalty: 714.288452
	Iteration 53Q: 3 clusters Score -126572.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -126572.929688 Penalty: 714.288452
	Iteration 54Q: 3 clusters Score -126572.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -126572.929688 Penalty: 714.288452
	Iteration 55F: 3 clusters Score -126572.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 374 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 760 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 18607 members 
Mstep: Class 8 contains 50568 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 333505 members 
Mstep: Class 13 contains 12488 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 98044 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 50 members 
Mstep: Class 21 contains 1256 members 
Entering Unmasked Estep 
Score: -27388644.000000 Penalty: 12603.022461
Splitting cluster 17 changes total score from -27358322.000000 to -27388644.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 18 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -50819.675781 Penalty: 316.479462
	Iteration 0F: 2 clusters Score -50819.68 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 528 members 
Entering Unmasked Estep 
Score: -50015.375000 Penalty: 632.958923
	Iteration 0F: 3 clusters Score -50015.38 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -50449.683594 Penalty: 632.958923
	Iteration 1F: 3 clusters Score -50449.68 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50610.777344 Penalty: 632.958923
	Iteration 2F: 3 clusters Score -50610.78 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50733.285156 Penalty: 632.958923
	Iteration 3F: 3 clusters Score -50733.29 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50848.980469 Penalty: 632.958923
	Iteration 4F: 3 clusters Score -50848.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50966.898438 Penalty: 632.958923
	Iteration 5F: 3 clusters Score -50966.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51031.289062 Penalty: 632.958923
	Iteration 6Q: 3 clusters Score -51031.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51062.226562 Penalty: 632.958923
	Iteration 7Q: 3 clusters Score -51062.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51079.742188 Penalty: 632.958923
	Iteration 8Q: 3 clusters Score -51079.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51090.132812 Penalty: 632.958923
	Iteration 9Q: 3 clusters Score -51090.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51098.394531 Penalty: 632.958923
	Iteration 10Q: 3 clusters Score -51098.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51104.832031 Penalty: 632.958923
	Iteration 11Q: 3 clusters Score -51104.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51107.765625 Penalty: 632.958923
	Iteration 12Q: 3 clusters Score -51107.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51109.472656 Penalty: 632.958923
	Iteration 13Q: 3 clusters Score -51109.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51109.660156 Penalty: 632.958923
	Iteration 14Q: 3 clusters Score -51109.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51109.660156 Penalty: 632.958923
	Iteration 15F: 3 clusters Score -51109.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 374 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 760 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 18607 members 
Mstep: Class 8 contains 50568 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 333505 members 
Mstep: Class 13 contains 12488 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 98044 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 741 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 50 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 308 members 
Entering Unmasked Estep 
Score: -27388670.000000 Penalty: 13203.166992
Splitting cluster 18 changes total score from -27358322.000000 to -27388670.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 19 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -19643.322266 Penalty: 275.583679
	Iteration 0F: 2 clusters Score -19643.32 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 192 members 
Entering Unmasked Estep 
Score: -19205.853516 Penalty: 551.167358
	Iteration 0F: 3 clusters Score -19205.85 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19325.818359 Penalty: 551.167358
	Iteration 1F: 3 clusters Score -19325.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19364.000000 Penalty: 551.167358
	Iteration 2F: 3 clusters Score -19364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19390.568359 Penalty: 551.167358
	Iteration 3F: 3 clusters Score -19390.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19410.820312 Penalty: 551.167358
	Iteration 4F: 3 clusters Score -19410.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19427.167969 Penalty: 551.167358
	Iteration 5Q: 3 clusters Score -19427.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19476.460938 Penalty: 551.167358
	Iteration 6Q: 3 clusters Score -19476.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19504.273438 Penalty: 551.167358
	Iteration 7F: 3 clusters Score -19504.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19521.796875 Penalty: 551.167358
	Iteration 8Q: 3 clusters Score -19521.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19536.216797 Penalty: 551.167358
	Iteration 9Q: 3 clusters Score -19536.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19551.427734 Penalty: 551.167358
	Iteration 10Q: 3 clusters Score -19551.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19565.443359 Penalty: 551.167358
	Iteration 11Q: 3 clusters Score -19565.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19576.388672 Penalty: 551.167358
	Iteration 12Q: 3 clusters Score -19576.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19587.455078 Penalty: 551.167358
	Iteration 13Q: 3 clusters Score -19587.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19588.332031 Penalty: 551.167358
	Iteration 14Q: 3 clusters Score -19588.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -19591.031250 Penalty: 551.167358
	Iteration 15Q: 3 clusters Score -19591.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -19597.880859 Penalty: 551.167358
	Iteration 16Q: 3 clusters Score -19597.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19605.265625 Penalty: 551.167358
	Iteration 17Q: 3 clusters Score -19605.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19633.697266 Penalty: 551.167358
	Iteration 18Q: 3 clusters Score -19633.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19740.804688 Penalty: 551.167358
	Iteration 19Q: 3 clusters Score -19740.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19831.841797 Penalty: 551.167358
	Iteration 20F: 3 clusters Score -19831.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 374 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 760 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 18607 members 
Mstep: Class 8 contains 50568 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 333505 members 
Mstep: Class 13 contains 12488 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 98044 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 741 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 20 contains 50 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 266 members 
Entering Unmasked Estep 
Score: -27388536.000000 Penalty: 13803.310547
Splitting cluster 19 changes total score from -27358322.000000 to -27388536.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 3 contains 374 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 18607 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 98044 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 741 members 
Mstep: Class 19 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 524.212708 but Gain 600.143555
Score: -27390408.000000 Penalty: 13203.166992
Iteration 39Q: 23 clusters Score -2.739041e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 2997 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 444 members 
Mstep: Class 3 contains 411 members 
Mstep: Class 4 contains 2208 members 
Mstep: Class 5 contains 802 members 
Mstep: Class 6 contains 1820 members 
Mstep: Class 7 contains 18686 members 
Mstep: Class 8 contains 52040 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 198 members 
Mstep: Class 11 contains 3761 members 
Mstep: Class 12 contains 332588 members 
Mstep: Class 13 contains 12457 members 
Mstep: Class 14 contains 800 members 
Mstep: Class 15 contains 97190 members 
Mstep: Class 16 contains 165 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 851 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1308 members 
Mstep: Class 22 contains 280 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27393994.000000 Penalty: 13203.166992
Iteration 40F: 23 clusters Score -2.739399e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 2918 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 423 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 18849 members 
Mstep: Class 8 contains 53801 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 3747 members 
Mstep: Class 12 contains 334107 members 
Mstep: Class 13 contains 12612 members 
Mstep: Class 14 contains 815 members 
Mstep: Class 15 contains 93469 members 
Mstep: Class 16 contains 198 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27393970.000000 Penalty: 13203.166992
Iteration 41Q: 23 clusters Score -2.739397e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 1906 members 
Mstep: Class 7 contains 19208 members 
Mstep: Class 8 contains 55890 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 203 members 
Mstep: Class 11 contains 3772 members 
Mstep: Class 12 contains 334225 members 
Mstep: Class 13 contains 12585 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 90777 members 
Mstep: Class 16 contains 219 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1363 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27394356.000000 Penalty: 13203.166992
Iteration 42Q: 23 clusters Score -2.739436e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 854 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 19617 members 
Mstep: Class 8 contains 58118 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 203 members 
Mstep: Class 11 contains 3822 members 
Mstep: Class 12 contains 333709 members 
Mstep: Class 13 contains 12474 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 88608 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 957 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27395434.000000 Penalty: 13203.166992
Iteration 43Q: 23 clusters Score -2.739543e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 853 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 20072 members 
Mstep: Class 8 contains 60507 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 3874 members 
Mstep: Class 12 contains 332674 members 
Mstep: Class 13 contains 12324 members 
Mstep: Class 14 contains 894 members 
Mstep: Class 15 contains 86774 members 
Mstep: Class 16 contains 234 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27397022.000000 Penalty: 13203.166992
Iteration 44Q: 23 clusters Score -2.739702e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 445 members 
Mstep: Class 4 contains 2186 members 
Mstep: Class 5 contains 853 members 
Mstep: Class 6 contains 2067 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 62946 members 
Mstep: Class 9 contains 3969 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 331349 members 
Mstep: Class 13 contains 12156 members 
Mstep: Class 14 contains 916 members 
Mstep: Class 15 contains 85164 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 983 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27399084.000000 Penalty: 13203.166992
Iteration 45Q: 23 clusters Score -2.739908e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 2186 members 
Mstep: Class 5 contains 852 members 
Mstep: Class 6 contains 2156 members 
Mstep: Class 7 contains 21041 members 
Mstep: Class 8 contains 65339 members 
Mstep: Class 9 contains 3969 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 329898 members 
Mstep: Class 13 contains 11928 members 
Mstep: Class 14 contains 938 members 
Mstep: Class 15 contains 83785 members 
Mstep: Class 16 contains 239 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 997 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 342 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27401340.000000 Penalty: 13203.166992
Iteration 46Q: 23 clusters Score -2.740134e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 2186 members 
Mstep: Class 5 contains 851 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 7 contains 21526 members 
Mstep: Class 8 contains 67727 members 
Mstep: Class 9 contains 3970 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 4034 members 
Mstep: Class 12 contains 328373 members 
Mstep: Class 13 contains 11686 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 82480 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 1004 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27403314.000000 Penalty: 13203.166992
Iteration 47Q: 23 clusters Score -2.740331e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 851 members 
Mstep: Class 6 contains 2384 members 
Mstep: Class 7 contains 21998 members 
Mstep: Class 8 contains 70115 members 
Mstep: Class 9 contains 3969 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4072 members 
Mstep: Class 12 contains 326672 members 
Mstep: Class 13 contains 11425 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 81399 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 1008 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 351 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27405876.000000 Penalty: 13203.166992
Iteration 48Q: 23 clusters Score -2.740588e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 851 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 22425 members 
Mstep: Class 8 contains 72396 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4092 members 
Mstep: Class 12 contains 325071 members 
Mstep: Class 13 contains 11155 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 80386 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 1014 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 355 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27408266.000000 Penalty: 13203.166992
Iteration 49Q: 23 clusters Score -2.740827e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 851 members 
Mstep: Class 6 contains 2665 members 
Mstep: Class 7 contains 22831 members 
Mstep: Class 8 contains 74606 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4093 members 
Mstep: Class 12 contains 323593 members 
Mstep: Class 13 contains 10897 members 
Mstep: Class 14 contains 997 members 
Mstep: Class 15 contains 79356 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 1250 members 
Mstep: Class 18 contains 1014 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 357 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27410370.000000 Penalty: 13203.166992
Iteration 50Q: 23 clusters Score -2.741037e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 851 members 
Mstep: Class 6 contains 2803 members 
Mstep: Class 7 contains 23180 members 
Mstep: Class 8 contains 76656 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 206 members 
Mstep: Class 11 contains 4103 members 
Mstep: Class 12 contains 322305 members 
Mstep: Class 13 contains 10643 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 78351 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 1250 members 
Mstep: Class 18 contains 1013 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27412144.000000 Penalty: 13203.166992
Iteration 51Q: 23 clusters Score -2.741214e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 851 members 
Mstep: Class 6 contains 2948 members 
Mstep: Class 7 contains 23532 members 
Mstep: Class 8 contains 78551 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 321049 members 
Mstep: Class 13 contains 10400 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 77426 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 1248 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1404 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27413512.000000 Penalty: 13203.166992
Iteration 52Q: 23 clusters Score -2.741351e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 851 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 7 contains 23847 members 
Mstep: Class 8 contains 80339 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 4145 members 
Mstep: Class 12 contains 319806 members 
Mstep: Class 13 contains 10163 members 
Mstep: Class 14 contains 1015 members 
Mstep: Class 15 contains 76628 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 1248 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 367 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27415088.000000 Penalty: 13203.166992
Iteration 53Q: 23 clusters Score -2.741509e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 851 members 
Mstep: Class 6 contains 3227 members 
Mstep: Class 7 contains 24109 members 
Mstep: Class 8 contains 82077 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 318632 members 
Mstep: Class 13 contains 9930 members 
Mstep: Class 14 contains 1017 members 
Mstep: Class 15 contains 75877 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 1247 members 
Mstep: Class 18 contains 1021 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1406 members 
Mstep: Class 22 contains 367 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27416624.000000 Penalty: 13203.166992
Iteration 54Q: 23 clusters Score -2.741662e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 851 members 
Mstep: Class 6 contains 3368 members 
Mstep: Class 7 contains 24317 members 
Mstep: Class 8 contains 83703 members 
Mstep: Class 9 contains 3964 members 
Mstep: Class 10 contains 206 members 
Mstep: Class 11 contains 4183 members 
Mstep: Class 12 contains 317567 members 
Mstep: Class 13 contains 9730 members 
Mstep: Class 14 contains 1018 members 
Mstep: Class 15 contains 75149 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 1248 members 
Mstep: Class 18 contains 1022 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1402 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27418082.000000 Penalty: 13203.166992
Iteration 55Q: 23 clusters Score -2.741808e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 851 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 24512 members 
Mstep: Class 8 contains 85230 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 206 members 
Mstep: Class 11 contains 4190 members 
Mstep: Class 12 contains 316546 members 
Mstep: Class 13 contains 9539 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 74492 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 1249 members 
Mstep: Class 18 contains 1028 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1404 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27419354.000000 Penalty: 13203.166992
Iteration 56Q: 23 clusters Score -2.741935e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 851 members 
Mstep: Class 6 contains 3632 members 
Mstep: Class 7 contains 24685 members 
Mstep: Class 8 contains 86615 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4197 members 
Mstep: Class 12 contains 315639 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 1012 members 
Mstep: Class 15 contains 73860 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27420360.000000 Penalty: 13203.166992
Iteration 57Q: 23 clusters Score -2.742036e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 851 members 
Mstep: Class 6 contains 3767 members 
Mstep: Class 7 contains 24837 members 
Mstep: Class 8 contains 87897 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4210 members 
Mstep: Class 12 contains 314799 members 
Mstep: Class 13 contains 9229 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 73273 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 1029 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1402 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27421704.000000 Penalty: 13203.166992
Iteration 58Q: 23 clusters Score -2.74217e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 851 members 
Mstep: Class 6 contains 3900 members 
Mstep: Class 7 contains 24956 members 
Mstep: Class 8 contains 89095 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4217 members 
Mstep: Class 12 contains 314041 members 
Mstep: Class 13 contains 9077 members 
Mstep: Class 14 contains 1005 members 
Mstep: Class 15 contains 72720 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 1026 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1406 members 
Mstep: Class 22 contains 384 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27422540.000000 Penalty: 13203.166992
Iteration 59Q: 23 clusters Score -2.742254e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 851 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 25061 members 
Mstep: Class 8 contains 90220 members 
Mstep: Class 9 contains 3962 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4223 members 
Mstep: Class 12 contains 313282 members 
Mstep: Class 13 contains 8927 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 72251 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 1026 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 388 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27425358.000000 Penalty: 13203.166992
Iteration 60F: 23 clusters Score -2.742536e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2753 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2179 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 4178 members 
Mstep: Class 7 contains 25149 members 
Mstep: Class 8 contains 91286 members 
Mstep: Class 9 contains 3962 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4227 members 
Mstep: Class 12 contains 312539 members 
Mstep: Class 13 contains 8790 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 71822 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 1026 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 392 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27430748.000000 Penalty: 13203.166992
Iteration 61Q: 23 clusters Score -2.743075e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 4337 members 
Mstep: Class 7 contains 25223 members 
Mstep: Class 8 contains 92246 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4229 members 
Mstep: Class 12 contains 311853 members 
Mstep: Class 13 contains 8653 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 71447 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 1027 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 393 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27431592.000000 Penalty: 13203.166992
Iteration 62Q: 23 clusters Score -2.743159e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 854 members 
Mstep: Class 6 contains 4505 members 
Mstep: Class 7 contains 25279 members 
Mstep: Class 8 contains 93114 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4231 members 
Mstep: Class 12 contains 311234 members 
Mstep: Class 13 contains 8514 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 71112 members 
Mstep: Class 16 contains 411 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 395 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27432256.000000 Penalty: 13203.166992
Iteration 63Q: 23 clusters Score -2.743226e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 4654 members 
Mstep: Class 7 contains 25329 members 
Mstep: Class 8 contains 93939 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 310628 members 
Mstep: Class 13 contains 8388 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 70806 members 
Mstep: Class 16 contains 406 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 1036 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27432942.000000 Penalty: 13203.166992
Iteration 64Q: 23 clusters Score -2.743294e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 4778 members 
Mstep: Class 7 contains 25361 members 
Mstep: Class 8 contains 94703 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4245 members 
Mstep: Class 12 contains 310092 members 
Mstep: Class 13 contains 8265 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 70536 members 
Mstep: Class 16 contains 406 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 1037 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 400 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27433486.000000 Penalty: 13203.166992
Iteration 65Q: 23 clusters Score -2.743349e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 4899 members 
Mstep: Class 7 contains 25406 members 
Mstep: Class 8 contains 95419 members 
Mstep: Class 9 contains 3962 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4254 members 
Mstep: Class 12 contains 309565 members 
Mstep: Class 13 contains 8142 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 70299 members 
Mstep: Class 16 contains 406 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 1037 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 402 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27434000.000000 Penalty: 13203.166992
Iteration 66Q: 23 clusters Score -2.7434e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 5025 members 
Mstep: Class 7 contains 25460 members 
Mstep: Class 8 contains 96098 members 
Mstep: Class 9 contains 3962 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 309044 members 
Mstep: Class 13 contains 8028 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 406 members 
Mstep: Class 17 contains 1267 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1445 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27434306.000000 Penalty: 13203.166992
Iteration 67Q: 23 clusters Score -2.743431e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 5143 members 
Mstep: Class 7 contains 25510 members 
Mstep: Class 8 contains 96746 members 
Mstep: Class 9 contains 3961 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 308536 members 
Mstep: Class 13 contains 7934 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 69862 members 
Mstep: Class 16 contains 406 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1444 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27434822.000000 Penalty: 13203.166992
Iteration 68Q: 23 clusters Score -2.743482e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 25544 members 
Mstep: Class 8 contains 97343 members 
Mstep: Class 9 contains 3961 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 308069 members 
Mstep: Class 13 contains 7828 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 69685 members 
Mstep: Class 16 contains 406 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27435160.000000 Penalty: 13203.166992
Iteration 69Q: 23 clusters Score -2.743516e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 5400 members 
Mstep: Class 7 contains 25582 members 
Mstep: Class 8 contains 97916 members 
Mstep: Class 9 contains 3961 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 307613 members 
Mstep: Class 13 contains 7728 members 
Mstep: Class 14 contains 936 members 
Mstep: Class 15 contains 69515 members 
Mstep: Class 16 contains 406 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1441 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27435454.000000 Penalty: 13203.166992
Iteration 70Q: 23 clusters Score -2.743545e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 25619 members 
Mstep: Class 8 contains 98431 members 
Mstep: Class 9 contains 3960 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 307182 members 
Mstep: Class 13 contains 7606 members 
Mstep: Class 14 contains 928 members 
Mstep: Class 15 contains 69396 members 
Mstep: Class 16 contains 406 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1440 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27435982.000000 Penalty: 13203.166992
Iteration 71Q: 23 clusters Score -2.743598e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 5645 members 
Mstep: Class 7 contains 25636 members 
Mstep: Class 8 contains 98889 members 
Mstep: Class 9 contains 3960 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 4264 members 
Mstep: Class 12 contains 306835 members 
Mstep: Class 13 contains 7505 members 
Mstep: Class 14 contains 915 members 
Mstep: Class 15 contains 69256 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27436562.000000 Penalty: 13203.166992
Iteration 72Q: 23 clusters Score -2.743656e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 5783 members 
Mstep: Class 7 contains 25646 members 
Mstep: Class 8 contains 99292 members 
Mstep: Class 9 contains 3959 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 306521 members 
Mstep: Class 13 contains 7410 members 
Mstep: Class 14 contains 901 members 
Mstep: Class 15 contains 69117 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1447 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27436980.000000 Penalty: 13203.166992
Iteration 73Q: 23 clusters Score -2.743698e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 5920 members 
Mstep: Class 7 contains 25633 members 
Mstep: Class 8 contains 99670 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4277 members 
Mstep: Class 12 contains 306235 members 
Mstep: Class 13 contains 7323 members 
Mstep: Class 14 contains 884 members 
Mstep: Class 15 contains 68995 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1445 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27437218.000000 Penalty: 13203.166992
Iteration 74Q: 23 clusters Score -2.743722e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 6046 members 
Mstep: Class 7 contains 25614 members 
Mstep: Class 8 contains 100036 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4288 members 
Mstep: Class 12 contains 305983 members 
Mstep: Class 13 contains 7237 members 
Mstep: Class 14 contains 869 members 
Mstep: Class 15 contains 68856 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1448 members 
Mstep: Class 22 contains 414 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27437414.000000 Penalty: 13203.166992
Iteration 75Q: 23 clusters Score -2.743741e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 6171 members 
Mstep: Class 7 contains 25599 members 
Mstep: Class 8 contains 100375 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4294 members 
Mstep: Class 12 contains 305769 members 
Mstep: Class 13 contains 7155 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 68706 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27437778.000000 Penalty: 13203.166992
Iteration 76Q: 23 clusters Score -2.743778e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 450 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 25562 members 
Mstep: Class 8 contains 100687 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4304 members 
Mstep: Class 12 contains 305577 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 15 contains 68554 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1447 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27437990.000000 Penalty: 13203.166992
Iteration 77Q: 23 clusters Score -2.743799e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 450 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 25509 members 
Mstep: Class 8 contains 101006 members 
Mstep: Class 9 contains 3957 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4318 members 
Mstep: Class 12 contains 305379 members 
Mstep: Class 13 contains 7003 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 68404 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 420 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438134.000000 Penalty: 13203.166992
Iteration 78Q: 23 clusters Score -2.743813e+07 nChanged 922
Entering ConstructFrom: 
Score: -27438134.000000 Penalty: 13203.166992
Entering ConstructFrom: 
Trying to split cluster 1 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -12098.119141 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -12098.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11747.382812 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -11747.38 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11822.715820 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -11822.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11840.707031 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -11840.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11846.382812 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -11846.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11855.670898 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -11855.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11860.731445 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -11860.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11863.667969 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -11863.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11868.181641 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -11868.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11875.978516 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -11875.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11880.274414 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -11880.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11884.305664 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -11884.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11889.342773 Penalty: 506.719360
	Iteration 11Q: 3 clusters Score -11889.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11895.125977 Penalty: 506.719360
	Iteration 12Q: 3 clusters Score -11895.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11897.263672 Penalty: 506.719360
	Iteration 13Q: 3 clusters Score -11897.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11897.263672 Penalty: 506.719360
	Iteration 14F: 3 clusters Score -11897.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -18434.058594 Penalty: 273.735138
	Iteration 0F: 2 clusters Score -18434.06 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 185 members 
Entering Unmasked Estep 
Score: -18038.074219 Penalty: 547.470276
	Iteration 0F: 3 clusters Score -18038.07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18163.501953 Penalty: 547.470276
	Iteration 1F: 3 clusters Score -18163.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18200.337891 Penalty: 547.470276
	Iteration 2F: 3 clusters Score -18200.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18221.210938 Penalty: 547.470276
	Iteration 3F: 3 clusters Score -18221.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18245.365234 Penalty: 547.470276
	Iteration 4Q: 3 clusters Score -18245.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18256.722656 Penalty: 547.470276
	Iteration 5Q: 3 clusters Score -18256.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18265.541016 Penalty: 547.470276
	Iteration 6Q: 3 clusters Score -18265.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18273.468750 Penalty: 547.470276
	Iteration 7Q: 3 clusters Score -18273.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18283.416016 Penalty: 547.470276
	Iteration 8Q: 3 clusters Score -18283.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -18290.685547 Penalty: 547.470276
	Iteration 9Q: 3 clusters Score -18290.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -18302.513672 Penalty: 547.470276
	Iteration 10Q: 3 clusters Score -18302.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -18310.068359 Penalty: 547.470276
	Iteration 11Q: 3 clusters Score -18310.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -18313.119141 Penalty: 547.470276
	Iteration 12Q: 3 clusters Score -18313.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -18314.283203 Penalty: 547.470276
	Iteration 13Q: 3 clusters Score -18314.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -18314.541016 Penalty: 547.470276
	Iteration 14Q: 3 clusters Score -18314.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -18314.541016 Penalty: 547.470276
	Iteration 15F: 3 clusters Score -18314.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -23379.693359 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -23379.69 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 224 members 
Entering Unmasked Estep 
Score: -22975.083984 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -22975.08 nChanged 153
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: -23181.136719 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -23181.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -23245.410156 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -23245.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23276.976562 Penalty: 555.941528
	Iteration 3F: 3 clusters Score -23276.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23301.449219 Penalty: 555.941528
	Iteration 4Q: 3 clusters Score -23301.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -23311.937500 Penalty: 555.941528
	Iteration 5Q: 3 clusters Score -23311.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23324.666016 Penalty: 555.941528
	Iteration 6Q: 3 clusters Score -23324.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -23330.871094 Penalty: 555.941528
	Iteration 7Q: 3 clusters Score -23330.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -23337.681641 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -23337.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23342.839844 Penalty: 555.941528
	Iteration 9Q: 3 clusters Score -23342.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -23345.318359 Penalty: 555.941528
	Iteration 10Q: 3 clusters Score -23345.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -23345.318359 Penalty: 555.941528
	Iteration 11F: 3 clusters Score -23345.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Entering Unmasked Estep 
Score: -93776.914062 Penalty: 350.032654
	Iteration 0F: 2 clusters Score -93776.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -92339.437500 Penalty: 700.065308
	Iteration 0F: 3 clusters Score -92339.44 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -93354.460938 Penalty: 700.065308
	Iteration 1F: 3 clusters Score -93354.46 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -93871.390625 Penalty: 700.065308
	Iteration 2F: 3 clusters Score -93871.39 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -94478.546875 Penalty: 700.065308
	Iteration 3F: 3 clusters Score -94478.55 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -94975.734375 Penalty: 700.065308
	Iteration 4F: 3 clusters Score -94975.73 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -95163.257812 Penalty: 700.065308
	Iteration 5F: 3 clusters Score -95163.26 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -95201.007812 Penalty: 700.065308
	Iteration 6Q: 3 clusters Score -95201.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -95208.312500 Penalty: 700.065308
	Iteration 7Q: 3 clusters Score -95208.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -95210.585938 Penalty: 700.065308
	Iteration 8Q: 3 clusters Score -95210.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -95210.750000 Penalty: 700.065308
	Iteration 9Q: 3 clusters Score -95210.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -95210.750000 Penalty: 700.065308
	Iteration 10F: 3 clusters Score -95210.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 450 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 25465 members 
Mstep: Class 8 contains 101305 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 305175 members 
Mstep: Class 13 contains 6936 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 68274 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 20 contains 1108 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
Score: -27439438.000000 Penalty: 13803.310547
Splitting cluster 4 changes total score from -27438134.000000 to -27439438.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -33510.089844 Penalty: 307.175110
	Iteration 0F: 2 clusters Score -33510.09 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 425 members 
Entering Unmasked Estep 
Score: -32791.066406 Penalty: 614.350220
	Iteration 0F: 3 clusters Score -32791.07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -33084.039062 Penalty: 614.350220
	Iteration 1F: 3 clusters Score -33084.04 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -33317.648438 Penalty: 614.350220
	Iteration 2F: 3 clusters Score -33317.65 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -33710.726562 Penalty: 614.350220
	Iteration 3F: 3 clusters Score -33710.73 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -34293.179688 Penalty: 614.350220
	Iteration 4F: 3 clusters Score -34293.18 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -34739.468750 Penalty: 614.350220
	Iteration 5F: 3 clusters Score -34739.47 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -35007.675781 Penalty: 614.350220
	Iteration 6Q: 3 clusters Score -35007.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -35113.445312 Penalty: 614.350220
	Iteration 7Q: 3 clusters Score -35113.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -35118.589844 Penalty: 614.350220
	Iteration 8Q: 3 clusters Score -35118.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -35120.070312 Penalty: 614.350220
	Iteration 9Q: 3 clusters Score -35120.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -35120.070312 Penalty: 614.350220
	Iteration 10F: 3 clusters Score -35120.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 450 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 332 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 25465 members 
Mstep: Class 8 contains 101305 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 305175 members 
Mstep: Class 13 contains 6936 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 68274 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 20 contains 1108 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 523 members 
Entering Unmasked Estep 
Score: -27440754.000000 Penalty: 14403.454102
Splitting cluster 5 changes total score from -27438134.000000 to -27440754.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (6599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Entering Unmasked Estep 
Score: -368723.218750 Penalty: 400.157623
	Iteration 0F: 2 clusters Score -368723.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -364284.562500 Penalty: 800.315247
	Iteration 0F: 3 clusters Score -364284.6 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -366071.125000 Penalty: 800.315247
	Iteration 1F: 3 clusters Score -366071.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -366327.031250 Penalty: 800.315247
	Iteration 2F: 3 clusters Score -366327 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -366692.312500 Penalty: 800.315247
	Iteration 3F: 3 clusters Score -366692.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -367165.312500 Penalty: 800.315247
	Iteration 4F: 3 clusters Score -367165.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -367647.875000 Penalty: 800.315247
	Iteration 5F: 3 clusters Score -367647.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -368027.562500 Penalty: 800.315247
	Iteration 6F: 3 clusters Score -368027.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -368317.156250 Penalty: 800.315247
	Iteration 7Q: 3 clusters Score -368317.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -368423.250000 Penalty: 800.315247
	Iteration 8Q: 3 clusters Score -368423.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -368471.000000 Penalty: 800.315247
	Iteration 9Q: 3 clusters Score -368471 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -368495.875000 Penalty: 800.315247
	Iteration 10Q: 3 clusters Score -368495.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -368509.218750 Penalty: 800.315247
	Iteration 11Q: 3 clusters Score -368509.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -368517.906250 Penalty: 800.315247
	Iteration 12Q: 3 clusters Score -368517.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -368524.093750 Penalty: 800.315247
	Iteration 13Q: 3 clusters Score -368524.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -368533.875000 Penalty: 800.315247
	Iteration 14Q: 3 clusters Score -368533.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -368539.187500 Penalty: 800.315247
	Iteration 15Q: 3 clusters Score -368539.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -368545.187500 Penalty: 800.315247
	Iteration 16Q: 3 clusters Score -368545.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -368550.062500 Penalty: 800.315247
	Iteration 17Q: 3 clusters Score -368550.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -368552.843750 Penalty: 800.315247
	Iteration 18Q: 3 clusters Score -368552.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -368554.062500 Penalty: 800.315247
	Iteration 19Q: 3 clusters Score -368554.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -368554.718750 Penalty: 800.315247
	Iteration 20F: 3 clusters Score -368554.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -368554.562500 Penalty: 800.315247
	Iteration 21Q: 3 clusters Score -368554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -368555.187500 Penalty: 800.315247
	Iteration 22Q: 3 clusters Score -368555.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -368555.437500 Penalty: 800.315247
	Iteration 23Q: 3 clusters Score -368555.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -368555.437500 Penalty: 800.315247
	Iteration 24F: 3 clusters Score -368555.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Entering Unmasked Estep 
Score: -1402715.000000 Penalty: 461.600250
	Iteration 0F: 2 clusters Score -1402715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1385721.375000 Penalty: 923.200500
	Iteration 0F: 3 clusters Score -1385721 nChanged 12072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1393051.625000 Penalty: 923.200500
	Iteration 1F: 3 clusters Score -1393052 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1393772.500000 Penalty: 923.200500
	Iteration 2F: 3 clusters Score -1393772 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1394978.500000 Penalty: 923.200500
	Iteration 3F: 3 clusters Score -1394978 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1396825.625000 Penalty: 923.200500
	Iteration 4F: 3 clusters Score -1396826 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -1398970.875000 Penalty: 923.200500
	Iteration 5F: 3 clusters Score -1398971 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -1400603.625000 Penalty: 923.200500
	Iteration 6F: 3 clusters Score -1400604 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -1401451.500000 Penalty: 923.200500
	Iteration 7Q: 3 clusters Score -1401452 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -1401847.750000 Penalty: 923.200500
	Iteration 8Q: 3 clusters Score -1401848 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -1402094.875000 Penalty: 923.200500
	Iteration 9Q: 3 clusters Score -1402095 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -1402281.125000 Penalty: 923.200500
	Iteration 10Q: 3 clusters Score -1402281 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -1402433.000000 Penalty: 923.200500
	Iteration 11Q: 3 clusters Score -1402433 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -1402521.625000 Penalty: 923.200500
	Iteration 12Q: 3 clusters Score -1402522 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -1402590.500000 Penalty: 923.200500
	Iteration 13Q: 3 clusters Score -1402590 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -1402635.750000 Penalty: 923.200500
	Iteration 14Q: 3 clusters Score -1402636 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -1402659.000000 Penalty: 923.200500
	Iteration 15Q: 3 clusters Score -1402659 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -1402681.125000 Penalty: 923.200500
	Iteration 16Q: 3 clusters Score -1402681 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -1402698.000000 Penalty: 923.200500
	Iteration 17Q: 3 clusters Score -1402698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -1402704.375000 Penalty: 923.200500
	Iteration 18Q: 3 clusters Score -1402704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -1402711.875000 Penalty: 923.200500
	Iteration 19Q: 3 clusters Score -1402712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -1402718.500000 Penalty: 923.200500
	Iteration 20F: 3 clusters Score -1402718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -1402726.750000 Penalty: 923.200500
	Iteration 21Q: 3 clusters Score -1402727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -1402733.125000 Penalty: 923.200500
	Iteration 22Q: 3 clusters Score -1402733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -1402737.625000 Penalty: 923.200500
	Iteration 23Q: 3 clusters Score -1402738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -1402743.375000 Penalty: 923.200500
	Iteration 24Q: 3 clusters Score -1402743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -1402748.500000 Penalty: 923.200500
	Iteration 25Q: 3 clusters Score -1402748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -1402749.375000 Penalty: 923.200500
	Iteration 26Q: 3 clusters Score -1402749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -1402753.500000 Penalty: 923.200500
	Iteration 27Q: 3 clusters Score -1402754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -1402754.000000 Penalty: 923.200500
	Iteration 28Q: 3 clusters Score -1402754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -1402754.750000 Penalty: 923.200500
	Iteration 29Q: 3 clusters Score -1402755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -1402755.125000 Penalty: 923.200500
	Iteration 30Q: 3 clusters Score -1402755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -1402755.000000 Penalty: 923.200500
	Iteration 31Q: 3 clusters Score -1402755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -1402753.500000 Penalty: 923.200500
	Iteration 32Q: 3 clusters Score -1402754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -1402755.375000 Penalty: 923.200500
	Iteration 33Q: 3 clusters Score -1402755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -1402758.125000 Penalty: 923.200500
	Iteration 34Q: 3 clusters Score -1402758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -1402759.625000 Penalty: 923.200500
	Iteration 35Q: 3 clusters Score -1402760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -1402760.000000 Penalty: 923.200500
	Iteration 36Q: 3 clusters Score -1402760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -1402758.625000 Penalty: 923.200500
	Iteration 37Q: 3 clusters Score -1402759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -1402759.000000 Penalty: 923.200500
	Iteration 38Q: 3 clusters Score -1402759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -1402761.750000 Penalty: 923.200500
	Iteration 39Q: 3 clusters Score -1402762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -1402759.875000 Penalty: 923.200500
	Iteration 40F: 3 clusters Score -1402760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -1402759.250000 Penalty: 923.200500
	Iteration 41Q: 3 clusters Score -1402759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -1402757.875000 Penalty: 923.200500
	Iteration 42Q: 3 clusters Score -1402758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -1402756.125000 Penalty: 923.200500
	Iteration 43Q: 3 clusters Score -1402756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -1402755.625000 Penalty: 923.200500
	Iteration 44Q: 3 clusters Score -1402756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -1402755.625000 Penalty: 923.200500
	Iteration 45F: 3 clusters Score -1402756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 450 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 332 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 1934 members 
Mstep: Class 8 contains 101305 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 305175 members 
Mstep: Class 13 contains 6936 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 68274 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 20 contains 1108 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 23531 members 
Entering Unmasked Estep 
Score: -27440670.000000 Penalty: 15003.598633
Splitting cluster 7 changes total score from -27438134.000000 to -27440670.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (101305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101305 members 
Entering Unmasked Estep 
Score: -5494169.500000 Penalty: 524.428040
	Iteration 0F: 2 clusters Score -5494170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -5425704.500000 Penalty: 1048.856079
	Iteration 0F: 3 clusters Score -5425704 nChanged 49559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -5459063.500000 Penalty: 1048.856079
	Iteration 1F: 3 clusters Score -5459064 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -5463651.000000 Penalty: 1048.856079
	Iteration 2F: 3 clusters Score -5463651 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 72064 members 
Entering Unmasked Estep 
Score: -5469745.000000 Penalty: 1048.856079
	Iteration 3F: 3 clusters Score -5469745 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -5476015.500000 Penalty: 1048.856079
	Iteration 4F: 3 clusters Score -5476016 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 82180 members 
Entering Unmasked Estep 
Score: -5481284.500000 Penalty: 1048.856079
	Iteration 5F: 3 clusters Score -5481284 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -5484498.500000 Penalty: 1048.856079
	Iteration 6Q: 3 clusters Score -5484498 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 87182 members 
Entering Unmasked Estep 
Score: -5486454.000000 Penalty: 1048.856079
	Iteration 7Q: 3 clusters Score -5486454 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -5487623.000000 Penalty: 1048.856079
	Iteration 8Q: 3 clusters Score -5487623 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -5488483.500000 Penalty: 1048.856079
	Iteration 9Q: 3 clusters Score -5488484 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 91678 members 
Entering Unmasked Estep 
Score: -5489210.500000 Penalty: 1048.856079
	Iteration 10Q: 3 clusters Score -5489210 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 92905 members 
Entering Unmasked Estep 
Score: -5489802.000000 Penalty: 1048.856079
	Iteration 11Q: 3 clusters Score -5489802 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 94067 members 
Entering Unmasked Estep 
Score: -5490346.000000 Penalty: 1048.856079
	Iteration 12Q: 3 clusters Score -5490346 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -5490810.000000 Penalty: 1048.856079
	Iteration 13Q: 3 clusters Score -5490810 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 96165 members 
Entering Unmasked Estep 
Score: -5491281.500000 Penalty: 1048.856079
	Iteration 14Q: 3 clusters Score -5491282 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 97103 members 
Entering Unmasked Estep 
Score: -5491739.500000 Penalty: 1048.856079
	Iteration 15Q: 3 clusters Score -5491740 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 97946 members 
Entering Unmasked Estep 
Score: -5492220.000000 Penalty: 1048.856079
	Iteration 16Q: 3 clusters Score -5492220 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 98634 members 
Entering Unmasked Estep 
Score: -5492525.500000 Penalty: 1048.856079
	Iteration 17Q: 3 clusters Score -5492526 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 99172 members 
Entering Unmasked Estep 
Score: -5492814.500000 Penalty: 1048.856079
	Iteration 18Q: 3 clusters Score -5492814 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 99597 members 
Entering Unmasked Estep 
Score: -5493015.000000 Penalty: 1048.856079
	Iteration 19Q: 3 clusters Score -5493015 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 99927 members 
Entering Unmasked Estep 
Score: -5493173.000000 Penalty: 1048.856079
	Iteration 20F: 3 clusters Score -5493173 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 100170 members 
Entering Unmasked Estep 
Score: -5493257.500000 Penalty: 1048.856079
	Iteration 21Q: 3 clusters Score -5493258 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 100381 members 
Entering Unmasked Estep 
Score: -5493381.500000 Penalty: 1048.856079
	Iteration 22Q: 3 clusters Score -5493382 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 100545 members 
Entering Unmasked Estep 
Score: -5493478.500000 Penalty: 1048.856079
	Iteration 23Q: 3 clusters Score -5493478 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 100662 members 
Entering Unmasked Estep 
Score: -5493543.500000 Penalty: 1048.856079
	Iteration 24Q: 3 clusters Score -5493544 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -5493581.500000 Penalty: 1048.856079
	Iteration 25Q: 3 clusters Score -5493582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 100801 members 
Entering Unmasked Estep 
Score: -5493609.000000 Penalty: 1048.856079
	Iteration 26Q: 3 clusters Score -5493609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 100843 members 
Entering Unmasked Estep 
Score: -5493632.000000 Penalty: 1048.856079
	Iteration 27Q: 3 clusters Score -5493632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 100878 members 
Entering Unmasked Estep 
Score: -5493642.000000 Penalty: 1048.856079
	Iteration 28Q: 3 clusters Score -5493642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -5493655.500000 Penalty: 1048.856079
	Iteration 29Q: 3 clusters Score -5493656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 100929 members 
Entering Unmasked Estep 
Score: -5493668.000000 Penalty: 1048.856079
	Iteration 30Q: 3 clusters Score -5493668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 100946 members 
Entering Unmasked Estep 
Score: -5493680.000000 Penalty: 1048.856079
	Iteration 31Q: 3 clusters Score -5493680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 100967 members 
Entering Unmasked Estep 
Score: -5493692.500000 Penalty: 1048.856079
	Iteration 32Q: 3 clusters Score -5493692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
Score: -5493706.500000 Penalty: 1048.856079
	Iteration 33Q: 3 clusters Score -5493706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
Score: -5493714.000000 Penalty: 1048.856079
	Iteration 34Q: 3 clusters Score -5493714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 101024 members 
Entering Unmasked Estep 
Score: -5493727.500000 Penalty: 1048.856079
	Iteration 35Q: 3 clusters Score -5493728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 101035 members 
Entering Unmasked Estep 
Score: -5493726.500000 Penalty: 1048.856079
	Iteration 36Q: 3 clusters Score -5493726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 101045 members 
Entering Unmasked Estep 
Score: -5493732.000000 Penalty: 1048.856079
	Iteration 37Q: 3 clusters Score -5493732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 101051 members 
Entering Unmasked Estep 
Score: -5493733.500000 Penalty: 1048.856079
	Iteration 38Q: 3 clusters Score -5493734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 101055 members 
Entering Unmasked Estep 
Score: -5493737.500000 Penalty: 1048.856079
	Iteration 39Q: 3 clusters Score -5493738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 101060 members 
Entering Unmasked Estep 
Score: -5493737.500000 Penalty: 1048.856079
	Iteration 40F: 3 clusters Score -5493738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 101062 members 
Entering Unmasked Estep 
Score: -5493742.000000 Penalty: 1048.856079
	Iteration 41Q: 3 clusters Score -5493742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 101064 members 
Entering Unmasked Estep 
Score: -5493741.500000 Penalty: 1048.856079
	Iteration 42Q: 3 clusters Score -5493742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 101064 members 
Entering Unmasked Estep 
Score: -5493742.500000 Penalty: 1048.856079
	Iteration 43Q: 3 clusters Score -5493742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 101066 members 
Entering Unmasked Estep 
Score: -5493741.500000 Penalty: 1048.856079
	Iteration 44Q: 3 clusters Score -5493742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -5493743.500000 Penalty: 1048.856079
	Iteration 45Q: 3 clusters Score -5493744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 101071 members 
Entering Unmasked Estep 
Score: -5493743.500000 Penalty: 1048.856079
	Iteration 46Q: 3 clusters Score -5493744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 101073 members 
Entering Unmasked Estep 
Score: -5493744.000000 Penalty: 1048.856079
	Iteration 47Q: 3 clusters Score -5493744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 101075 members 
Entering Unmasked Estep 
Score: -5493747.000000 Penalty: 1048.856079
	Iteration 48Q: 3 clusters Score -5493747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 101076 members 
Entering Unmasked Estep 
Score: -5493747.500000 Penalty: 1048.856079
	Iteration 49Q: 3 clusters Score -5493748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 101078 members 
Entering Unmasked Estep 
Score: -5493748.000000 Penalty: 1048.856079
	Iteration 50Q: 3 clusters Score -5493748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 101079 members 
Entering Unmasked Estep 
Score: -5493747.000000 Penalty: 1048.856079
	Iteration 51Q: 3 clusters Score -5493747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 101080 members 
Entering Unmasked Estep 
Score: -5493748.500000 Penalty: 1048.856079
	Iteration 52Q: 3 clusters Score -5493748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 101079 members 
Entering Unmasked Estep 
Score: -5493745.500000 Penalty: 1048.856079
	Iteration 53Q: 3 clusters Score -5493746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 101079 members 
Entering Unmasked Estep 
Score: -5493745.500000 Penalty: 1048.856079
	Iteration 54F: 3 clusters Score -5493746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Entering Unmasked Estep 
Score: -199841.046875 Penalty: 376.875977
	Iteration 0F: 2 clusters Score -199841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -197173.093750 Penalty: 753.751953
	Iteration 0F: 3 clusters Score -197173.1 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -198141.890625 Penalty: 753.751953
	Iteration 1F: 3 clusters Score -198141.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -198262.203125 Penalty: 753.751953
	Iteration 2F: 3 clusters Score -198262.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -198370.906250 Penalty: 753.751953
	Iteration 3F: 3 clusters Score -198370.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -198477.078125 Penalty: 753.751953
	Iteration 4Q: 3 clusters Score -198477.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -198598.171875 Penalty: 753.751953
	Iteration 5F: 3 clusters Score -198598.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -198748.078125 Penalty: 753.751953
	Iteration 6F: 3 clusters Score -198748.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -198937.828125 Penalty: 753.751953
	Iteration 7F: 3 clusters Score -198937.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -199129.781250 Penalty: 753.751953
	Iteration 8F: 3 clusters Score -199129.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -199291.015625 Penalty: 753.751953
	Iteration 9Q: 3 clusters Score -199291 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -199405.156250 Penalty: 753.751953
	Iteration 10Q: 3 clusters Score -199405.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -199490.437500 Penalty: 753.751953
	Iteration 11Q: 3 clusters Score -199490.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -199542.296875 Penalty: 753.751953
	Iteration 12Q: 3 clusters Score -199542.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -199569.656250 Penalty: 753.751953
	Iteration 13Q: 3 clusters Score -199569.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -199584.671875 Penalty: 753.751953
	Iteration 14Q: 3 clusters Score -199584.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -199596.156250 Penalty: 753.751953
	Iteration 15Q: 3 clusters Score -199596.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -199605.812500 Penalty: 753.751953
	Iteration 16Q: 3 clusters Score -199605.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -199611.140625 Penalty: 753.751953
	Iteration 17Q: 3 clusters Score -199611.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -199615.562500 Penalty: 753.751953
	Iteration 18Q: 3 clusters Score -199615.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -199615.859375 Penalty: 753.751953
	Iteration 19Q: 3 clusters Score -199615.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -199615.859375 Penalty: 753.751953
	Iteration 20F: 3 clusters Score -199615.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -9555.582031 Penalty: 242.196960
	Iteration 0F: 2 clusters Score -9555.582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9253.091797 Penalty: 484.393921
	Iteration 0F: 3 clusters Score -9253.092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9316.300781 Penalty: 484.393921
	Iteration 1F: 3 clusters Score -9316.301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9340.174805 Penalty: 484.393921
	Iteration 2F: 3 clusters Score -9340.175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9344.389648 Penalty: 484.393921
	Iteration 3Q: 3 clusters Score -9344.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9345.229492 Penalty: 484.393921
	Iteration 4Q: 3 clusters Score -9345.229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9345.229492 Penalty: 484.393921
	Iteration 5F: 3 clusters Score -9345.229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Entering Unmasked Estep 
Score: -229831.218750 Penalty: 380.986176
	Iteration 0F: 2 clusters Score -229831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -226959.593750 Penalty: 761.972351
	Iteration 0F: 3 clusters Score -226959.6 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -228252.812500 Penalty: 761.972351
	Iteration 1F: 3 clusters Score -228252.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -228522.062500 Penalty: 761.972351
	Iteration 2F: 3 clusters Score -228522.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -228802.984375 Penalty: 761.972351
	Iteration 3F: 3 clusters Score -228803 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -229100.750000 Penalty: 761.972351
	Iteration 4F: 3 clusters Score -229100.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -229336.453125 Penalty: 761.972351
	Iteration 5F: 3 clusters Score -229336.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -229494.312500 Penalty: 761.972351
	Iteration 6Q: 3 clusters Score -229494.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -229579.046875 Penalty: 761.972351
	Iteration 7Q: 3 clusters Score -229579 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -229622.843750 Penalty: 761.972351
	Iteration 8Q: 3 clusters Score -229622.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -229652.140625 Penalty: 761.972351
	Iteration 9Q: 3 clusters Score -229652.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -229670.937500 Penalty: 761.972351
	Iteration 10Q: 3 clusters Score -229670.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -229683.703125 Penalty: 761.972351
	Iteration 11Q: 3 clusters Score -229683.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -229696.734375 Penalty: 761.972351
	Iteration 12Q: 3 clusters Score -229696.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -229707.593750 Penalty: 761.972351
	Iteration 13Q: 3 clusters Score -229707.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -229714.671875 Penalty: 761.972351
	Iteration 14Q: 3 clusters Score -229714.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -229718.171875 Penalty: 761.972351
	Iteration 15Q: 3 clusters Score -229718.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -229720.937500 Penalty: 761.972351
	Iteration 16Q: 3 clusters Score -229720.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -229722.765625 Penalty: 761.972351
	Iteration 17Q: 3 clusters Score -229722.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -229723.515625 Penalty: 761.972351
	Iteration 18Q: 3 clusters Score -229723.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -229725.187500 Penalty: 761.972351
	Iteration 19Q: 3 clusters Score -229725.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -229726.734375 Penalty: 761.972351
	Iteration 20F: 3 clusters Score -229726.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -229728.406250 Penalty: 761.972351
	Iteration 21Q: 3 clusters Score -229728.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -229728.890625 Penalty: 761.972351
	Iteration 22Q: 3 clusters Score -229728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -229729.203125 Penalty: 761.972351
	Iteration 23Q: 3 clusters Score -229729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -229729.562500 Penalty: 761.972351
	Iteration 24Q: 3 clusters Score -229729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -229729.734375 Penalty: 761.972351
	Iteration 25Q: 3 clusters Score -229729.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -229730.109375 Penalty: 761.972351
	Iteration 26Q: 3 clusters Score -229730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -229730.281250 Penalty: 761.972351
	Iteration 27Q: 3 clusters Score -229730.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -229730.406250 Penalty: 761.972351
	Iteration 28Q: 3 clusters Score -229730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -229730.437500 Penalty: 761.972351
	Iteration 29Q: 3 clusters Score -229730.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -229730.437500 Penalty: 761.972351
	Iteration 30F: 3 clusters Score -229730.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (305175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305175 members 
Entering Unmasked Estep 
Score: -16207290.000000 Penalty: 574.603149
	Iteration 0F: 2 clusters Score -1.620729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152957 members 
Mstep: Class 2 contains 152218 members 
Entering Unmasked Estep 
Score: -16026013.000000 Penalty: 1149.206299
	Iteration 0F: 3 clusters Score -1.602601e+07 nChanged 150463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171254 members 
Mstep: Class 2 contains 133921 members 
Entering Unmasked Estep 
Score: -16122574.000000 Penalty: 1149.206299
	Iteration 1F: 3 clusters Score -1.612257e+07 nChanged 17420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183714 members 
Mstep: Class 2 contains 121461 members 
Entering Unmasked Estep 
Score: -16131578.000000 Penalty: 1149.206299
	Iteration 2F: 3 clusters Score -1.613158e+07 nChanged 21643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200481 members 
Mstep: Class 2 contains 104694 members 
Entering Unmasked Estep 
Score: -16146582.000000 Penalty: 1149.206299
	Iteration 3F: 3 clusters Score -1.614658e+07 nChanged 23950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219769 members 
Mstep: Class 2 contains 85406 members 
Entering Unmasked Estep 
Score: -16166201.000000 Penalty: 1149.206299
	Iteration 4F: 3 clusters Score -1.61662e+07 nChanged 21916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237641 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -16183978.000000 Penalty: 1149.206299
	Iteration 5F: 3 clusters Score -1.618398e+07 nChanged 17089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251648 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -16195248.000000 Penalty: 1149.206299
	Iteration 6F: 3 clusters Score -1.619525e+07 nChanged 12083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262133 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -16200637.000000 Penalty: 1149.206299
	Iteration 7Q: 3 clusters Score -1.620064e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270735 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -16206674.000000 Penalty: 1149.206299
	Iteration 8Q: 3 clusters Score -1.620667e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278752 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -16210259.000000 Penalty: 1149.206299
	Iteration 9Q: 3 clusters Score -1.621026e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286100 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -16211568.000000 Penalty: 1149.206299
	Iteration 10Q: 3 clusters Score -1.621157e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292545 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -16211052.000000 Penalty: 1149.206299
	Iteration 11Q: 3 clusters Score -1.621105e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297546 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -16209902.000000 Penalty: 1149.206299
	Iteration 12Q: 3 clusters Score -1.62099e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301049 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -16208516.000000 Penalty: 1149.206299
	Iteration 13Q: 3 clusters Score -1.620852e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303205 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -16207725.000000 Penalty: 1149.206299
	Iteration 14Q: 3 clusters Score -1.620772e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304333 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16207243.000000 Penalty: 1149.206299
	Iteration 15Q: 3 clusters Score -1.620724e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304811 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -16206998.000000 Penalty: 1149.206299
	Iteration 16Q: 3 clusters Score -1.6207e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304988 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16206870.000000 Penalty: 1149.206299
	Iteration 17Q: 3 clusters Score -1.620687e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305052 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16206868.000000 Penalty: 1149.206299
	Iteration 18Q: 3 clusters Score -1.620687e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305085 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16206836.000000 Penalty: 1149.206299
	Iteration 19Q: 3 clusters Score -1.620684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305101 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16206828.000000 Penalty: 1149.206299
	Iteration 20F: 3 clusters Score -1.620683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305109 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -16206836.000000 Penalty: 1149.206299
	Iteration 21Q: 3 clusters Score -1.620684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305113 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -16206828.000000 Penalty: 1149.206299
	Iteration 22Q: 3 clusters Score -1.620683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305117 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -16206826.000000 Penalty: 1149.206299
	Iteration 23Q: 3 clusters Score -1.620683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305122 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16206825.000000 Penalty: 1149.206299
	Iteration 24Q: 3 clusters Score -1.620682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305124 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -16206815.000000 Penalty: 1149.206299
	Iteration 25Q: 3 clusters Score -1.620682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305125 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -16206826.000000 Penalty: 1149.206299
	Iteration 26Q: 3 clusters Score -1.620683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305125 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -16206826.000000 Penalty: 1149.206299
	Iteration 27F: 3 clusters Score -1.620683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Entering Unmasked Estep 
Score: -341667.968750 Penalty: 402.423859
	Iteration 0F: 2 clusters Score -341668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -336943.062500 Penalty: 804.847717
	Iteration 0F: 3 clusters Score -336943.1 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -338816.125000 Penalty: 804.847717
	Iteration 1F: 3 clusters Score -338816.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -338971.218750 Penalty: 804.847717
	Iteration 2F: 3 clusters Score -338971.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -339108.718750 Penalty: 804.847717
	Iteration 3Q: 3 clusters Score -339108.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -339290.906250 Penalty: 804.847717
	Iteration 4Q: 3 clusters Score -339290.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -339572.781250 Penalty: 804.847717
	Iteration 5F: 3 clusters Score -339572.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -339893.281250 Penalty: 804.847717
	Iteration 6F: 3 clusters Score -339893.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -340169.781250 Penalty: 804.847717
	Iteration 7F: 3 clusters Score -340169.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -340361.750000 Penalty: 804.847717
	Iteration 8Q: 3 clusters Score -340361.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -340476.843750 Penalty: 804.847717
	Iteration 9Q: 3 clusters Score -340476.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -340536.531250 Penalty: 804.847717
	Iteration 10Q: 3 clusters Score -340536.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -340581.093750 Penalty: 804.847717
	Iteration 11Q: 3 clusters Score -340581.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -340613.062500 Penalty: 804.847717
	Iteration 12Q: 3 clusters Score -340613.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -340637.625000 Penalty: 804.847717
	Iteration 13Q: 3 clusters Score -340637.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -340667.625000 Penalty: 804.847717
	Iteration 14Q: 3 clusters Score -340667.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -340702.906250 Penalty: 804.847717
	Iteration 15Q: 3 clusters Score -340702.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -340728.812500 Penalty: 804.847717
	Iteration 16Q: 3 clusters Score -340728.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -340757.468750 Penalty: 804.847717
	Iteration 17Q: 3 clusters Score -340757.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -340791.593750 Penalty: 804.847717
	Iteration 18Q: 3 clusters Score -340791.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -340821.125000 Penalty: 804.847717
	Iteration 19Q: 3 clusters Score -340821.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -340845.750000 Penalty: 804.847717
	Iteration 20F: 3 clusters Score -340845.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -340876.312500 Penalty: 804.847717
	Iteration 21Q: 3 clusters Score -340876.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -340908.875000 Penalty: 804.847717
	Iteration 22Q: 3 clusters Score -340908.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -340940.500000 Penalty: 804.847717
	Iteration 23Q: 3 clusters Score -340940.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -340961.468750 Penalty: 804.847717
	Iteration 24Q: 3 clusters Score -340961.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -340985.593750 Penalty: 804.847717
	Iteration 25Q: 3 clusters Score -340985.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -341006.125000 Penalty: 804.847717
	Iteration 26Q: 3 clusters Score -341006.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -341018.312500 Penalty: 804.847717
	Iteration 27Q: 3 clusters Score -341018.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -341034.500000 Penalty: 804.847717
	Iteration 28Q: 3 clusters Score -341034.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -341057.906250 Penalty: 804.847717
	Iteration 29Q: 3 clusters Score -341057.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -341080.343750 Penalty: 804.847717
	Iteration 30Q: 3 clusters Score -341080.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -341102.375000 Penalty: 804.847717
	Iteration 31Q: 3 clusters Score -341102.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -341119.500000 Penalty: 804.847717
	Iteration 32Q: 3 clusters Score -341119.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -341131.656250 Penalty: 804.847717
	Iteration 33Q: 3 clusters Score -341131.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -341141.375000 Penalty: 804.847717
	Iteration 34Q: 3 clusters Score -341141.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -341151.562500 Penalty: 804.847717
	Iteration 35Q: 3 clusters Score -341151.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -341167.656250 Penalty: 804.847717
	Iteration 36Q: 3 clusters Score -341167.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -341185.687500 Penalty: 804.847717
	Iteration 37Q: 3 clusters Score -341185.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -341205.093750 Penalty: 804.847717
	Iteration 38Q: 3 clusters Score -341205.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -341218.187500 Penalty: 804.847717
	Iteration 39Q: 3 clusters Score -341218.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -341236.500000 Penalty: 804.847717
	Iteration 40F: 3 clusters Score -341236.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -341264.281250 Penalty: 804.847717
	Iteration 41Q: 3 clusters Score -341264.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -341293.312500 Penalty: 804.847717
	Iteration 42Q: 3 clusters Score -341293.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -341304.687500 Penalty: 804.847717
	Iteration 43Q: 3 clusters Score -341304.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -341320.531250 Penalty: 804.847717
	Iteration 44Q: 3 clusters Score -341320.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -341334.437500 Penalty: 804.847717
	Iteration 45Q: 3 clusters Score -341334.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -341342.375000 Penalty: 804.847717
	Iteration 46Q: 3 clusters Score -341342.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -341350.125000 Penalty: 804.847717
	Iteration 47Q: 3 clusters Score -341350.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -341356.750000 Penalty: 804.847717
	Iteration 48Q: 3 clusters Score -341356.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -341363.093750 Penalty: 804.847717
	Iteration 49Q: 3 clusters Score -341363.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -341370.000000 Penalty: 804.847717
	Iteration 50Q: 3 clusters Score -341370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -341373.187500 Penalty: 804.847717
	Iteration 51Q: 3 clusters Score -341373.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -341377.875000 Penalty: 804.847717
	Iteration 52Q: 3 clusters Score -341377.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -341381.500000 Penalty: 804.847717
	Iteration 53Q: 3 clusters Score -341381.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -341383.906250 Penalty: 804.847717
	Iteration 54Q: 3 clusters Score -341383.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -341384.781250 Penalty: 804.847717
	Iteration 55Q: 3 clusters Score -341384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -341385.156250 Penalty: 804.847717
	Iteration 56Q: 3 clusters Score -341385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -341385.156250 Penalty: 804.847717
	Iteration 57F: 3 clusters Score -341385.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -38102.945312 Penalty: 305.162231
	Iteration 0F: 2 clusters Score -38102.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -37411.203125 Penalty: 610.324463
	Iteration 0F: 3 clusters Score -37411.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37640.074219 Penalty: 610.324463
	Iteration 1F: 3 clusters Score -37640.07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37729.156250 Penalty: 610.324463
	Iteration 2F: 3 clusters Score -37729.16 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37820.078125 Penalty: 610.324463
	Iteration 3F: 3 clusters Score -37820.08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37906.398438 Penalty: 610.324463
	Iteration 4F: 3 clusters Score -37906.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37969.703125 Penalty: 610.324463
	Iteration 5F: 3 clusters Score -37969.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37998.046875 Penalty: 610.324463
	Iteration 6Q: 3 clusters Score -37998.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38003.625000 Penalty: 610.324463
	Iteration 7Q: 3 clusters Score -38003.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38005.597656 Penalty: 610.324463
	Iteration 8Q: 3 clusters Score -38005.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38005.917969 Penalty: 610.324463
	Iteration 9Q: 3 clusters Score -38005.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38005.917969 Penalty: 610.324463
	Iteration 10F: 3 clusters Score -38005.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (68274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Entering Unmasked Estep 
Score: -3462176.250000 Penalty: 506.473450
	Iteration 0F: 2 clusters Score -3462176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -3416384.750000 Penalty: 1012.946899
	Iteration 0F: 3 clusters Score -3416385 nChanged 33106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -3436761.250000 Penalty: 1012.946899
	Iteration 1F: 3 clusters Score -3436761 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -3438240.500000 Penalty: 1012.946899
	Iteration 2Q: 3 clusters Score -3438240 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -3440370.500000 Penalty: 1012.946899
	Iteration 3F: 3 clusters Score -3440370 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -3442875.000000 Penalty: 1012.946899
	Iteration 4F: 3 clusters Score -3442875 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -3445508.250000 Penalty: 1012.946899
	Iteration 5F: 3 clusters Score -3445508 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -3448129.250000 Penalty: 1012.946899
	Iteration 6F: 3 clusters Score -3448129 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -3450869.500000 Penalty: 1012.946899
	Iteration 7Q: 3 clusters Score -3450870 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -3453038.750000 Penalty: 1012.946899
	Iteration 8Q: 3 clusters Score -3453039 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -3454327.750000 Penalty: 1012.946899
	Iteration 9Q: 3 clusters Score -3454328 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -3455240.250000 Penalty: 1012.946899
	Iteration 10Q: 3 clusters Score -3455240 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -3456005.000000 Penalty: 1012.946899
	Iteration 11Q: 3 clusters Score -3456005 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -3456675.000000 Penalty: 1012.946899
	Iteration 12Q: 3 clusters Score -3456675 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -3457270.000000 Penalty: 1012.946899
	Iteration 13Q: 3 clusters Score -3457270 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -3457824.500000 Penalty: 1012.946899
	Iteration 14Q: 3 clusters Score -3457824 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -3458347.750000 Penalty: 1012.946899
	Iteration 15Q: 3 clusters Score -3458348 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -3458881.250000 Penalty: 1012.946899
	Iteration 16Q: 3 clusters Score -3458881 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 61823 members 
Entering Unmasked Estep 
Score: -3459379.750000 Penalty: 1012.946899
	Iteration 17Q: 3 clusters Score -3459380 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -3459827.500000 Penalty: 1012.946899
	Iteration 18Q: 3 clusters Score -3459828 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -3460167.000000 Penalty: 1012.946899
	Iteration 19Q: 3 clusters Score -3460167 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -3460474.000000 Penalty: 1012.946899
	Iteration 20F: 3 clusters Score -3460474 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -3460739.250000 Penalty: 1012.946899
	Iteration 21Q: 3 clusters Score -3460739 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -3460969.750000 Penalty: 1012.946899
	Iteration 22Q: 3 clusters Score -3460970 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -3461137.250000 Penalty: 1012.946899
	Iteration 23Q: 3 clusters Score -3461137 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 65785 members 
Entering Unmasked Estep 
Score: -3461273.250000 Penalty: 1012.946899
	Iteration 24Q: 3 clusters Score -3461273 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -3461373.500000 Penalty: 1012.946899
	Iteration 25Q: 3 clusters Score -3461374 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
Score: -3461450.250000 Penalty: 1012.946899
	Iteration 26Q: 3 clusters Score -3461450 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -3461517.750000 Penalty: 1012.946899
	Iteration 27Q: 3 clusters Score -3461518 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -3461577.750000 Penalty: 1012.946899
	Iteration 28Q: 3 clusters Score -3461578 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 66871 members 
Entering Unmasked Estep 
Score: -3461622.250000 Penalty: 1012.946899
	Iteration 29Q: 3 clusters Score -3461622 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -3461662.750000 Penalty: 1012.946899
	Iteration 30Q: 3 clusters Score -3461663 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 67087 members 
Entering Unmasked Estep 
Score: -3461699.000000 Penalty: 1012.946899
	Iteration 31Q: 3 clusters Score -3461699 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -3461718.500000 Penalty: 1012.946899
	Iteration 32Q: 3 clusters Score -3461718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -3461727.750000 Penalty: 1012.946899
	Iteration 33Q: 3 clusters Score -3461728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 67271 members 
Entering Unmasked Estep 
Score: -3461737.500000 Penalty: 1012.946899
	Iteration 34Q: 3 clusters Score -3461738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -3461743.500000 Penalty: 1012.946899
	Iteration 35Q: 3 clusters Score -3461744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -3461745.500000 Penalty: 1012.946899
	Iteration 36Q: 3 clusters Score -3461746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -3461746.750000 Penalty: 1012.946899
	Iteration 37Q: 3 clusters Score -3461747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -3461746.000000 Penalty: 1012.946899
	Iteration 38Q: 3 clusters Score -3461746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -3461748.000000 Penalty: 1012.946899
	Iteration 39Q: 3 clusters Score -3461748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -3461750.500000 Penalty: 1012.946899
	Iteration 40F: 3 clusters Score -3461750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -3461751.500000 Penalty: 1012.946899
	Iteration 41Q: 3 clusters Score -3461752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 67407 members 
Entering Unmasked Estep 
Score: -3461756.500000 Penalty: 1012.946899
	Iteration 42Q: 3 clusters Score -3461756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -3461760.250000 Penalty: 1012.946899
	Iteration 43Q: 3 clusters Score -3461760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -3461759.000000 Penalty: 1012.946899
	Iteration 44Q: 3 clusters Score -3461759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 67447 members 
Entering Unmasked Estep 
Score: -3461757.000000 Penalty: 1012.946899
	Iteration 45Q: 3 clusters Score -3461757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -3461758.000000 Penalty: 1012.946899
	Iteration 46Q: 3 clusters Score -3461758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -3461762.250000 Penalty: 1012.946899
	Iteration 47Q: 3 clusters Score -3461762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -3461764.500000 Penalty: 1012.946899
	Iteration 48Q: 3 clusters Score -3461764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 67464 members 
Entering Unmasked Estep 
Score: -3461764.250000 Penalty: 1012.946899
	Iteration 49Q: 3 clusters Score -3461764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -3461764.500000 Penalty: 1012.946899
	Iteration 50Q: 3 clusters Score -3461764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -3461764.250000 Penalty: 1012.946899
	Iteration 51Q: 3 clusters Score -3461764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 67486 members 
Entering Unmasked Estep 
Score: -3461764.750000 Penalty: 1012.946899
	Iteration 52Q: 3 clusters Score -3461765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 67496 members 
Entering Unmasked Estep 
Score: -3461769.750000 Penalty: 1012.946899
	Iteration 53Q: 3 clusters Score -3461770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -3461772.000000 Penalty: 1012.946899
	Iteration 54Q: 3 clusters Score -3461772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -3461771.500000 Penalty: 1012.946899
	Iteration 55Q: 3 clusters Score -3461772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 67506 members 
Entering Unmasked Estep 
Score: -3461773.000000 Penalty: 1012.946899
	Iteration 56Q: 3 clusters Score -3461773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 67505 members 
Entering Unmasked Estep 
Score: -3461770.500000 Penalty: 1012.946899
	Iteration 57Q: 3 clusters Score -3461770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 67506 members 
Entering Unmasked Estep 
Score: -3461771.500000 Penalty: 1012.946899
	Iteration 58Q: 3 clusters Score -3461772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 67505 members 
Entering Unmasked Estep 
Score: -3461770.750000 Penalty: 1012.946899
	Iteration 59Q: 3 clusters Score -3461771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -3461774.000000 Penalty: 1012.946899
	Iteration 60F: 3 clusters Score -3461774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -3461773.500000 Penalty: 1012.946899
	Iteration 61Q: 3 clusters Score -3461774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -3461773.500000 Penalty: 1012.946899
	Iteration 62F: 3 clusters Score -3461774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -14152.126953 Penalty: 273.176880
	Iteration 0F: 2 clusters Score -14152.13 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 210 members 
Entering Unmasked Estep 
Score: -13778.829102 Penalty: 546.353760
	Iteration 0F: 3 clusters Score -13778.83 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14189.942383 Penalty: 546.353760
	Iteration 1F: 3 clusters Score -14189.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14456.853516 Penalty: 546.353760
	Iteration 2F: 3 clusters Score -14456.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14746.758789 Penalty: 546.353760
	Iteration 3F: 3 clusters Score -14746.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15037.169922 Penalty: 546.353760
	Iteration 4F: 3 clusters Score -15037.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15266.200195 Penalty: 546.353760
	Iteration 5Q: 3 clusters Score -15266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15328.035156 Penalty: 546.353760
	Iteration 6Q: 3 clusters Score -15328.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15338.293945 Penalty: 546.353760
	Iteration 7Q: 3 clusters Score -15338.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15338.293945 Penalty: 546.353760
	Iteration 8F: 3 clusters Score -15338.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 450 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 332 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 1934 members 
Mstep: Class 8 contains 101305 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 305175 members 
Mstep: Class 13 contains 6936 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 68274 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 20 contains 1108 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 23531 members 
Mstep: Class 26 contains 153 members 
Entering Unmasked Estep 
Score: -27441518.000000 Penalty: 15603.742188
Splitting cluster 16 changes total score from -27438134.000000 to -27441518.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -62182.164062 Penalty: 324.998657
	Iteration 0F: 2 clusters Score -62182.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -61237.621094 Penalty: 649.997314
	Iteration 0F: 3 clusters Score -61237.62 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -61673.359375 Penalty: 649.997314
	Iteration 1F: 3 clusters Score -61673.36 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -61866.605469 Penalty: 649.997314
	Iteration 2F: 3 clusters Score -61866.61 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -62016.347656 Penalty: 649.997314
	Iteration 3F: 3 clusters Score -62016.35 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -62121.589844 Penalty: 649.997314
	Iteration 4F: 3 clusters Score -62121.59 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -62204.609375 Penalty: 649.997314
	Iteration 5F: 3 clusters Score -62204.61 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -62305.960938 Penalty: 649.997314
	Iteration 6Q: 3 clusters Score -62305.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -62399.542969 Penalty: 649.997314
	Iteration 7Q: 3 clusters Score -62399.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -62491.410156 Penalty: 649.997314
	Iteration 8Q: 3 clusters Score -62491.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -62527.660156 Penalty: 649.997314
	Iteration 9Q: 3 clusters Score -62527.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -62545.843750 Penalty: 649.997314
	Iteration 10Q: 3 clusters Score -62545.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -62553.898438 Penalty: 649.997314
	Iteration 11Q: 3 clusters Score -62553.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -62556.488281 Penalty: 649.997314
	Iteration 12Q: 3 clusters Score -62556.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -62559.316406 Penalty: 649.997314
	Iteration 13Q: 3 clusters Score -62559.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -62559.859375 Penalty: 649.997314
	Iteration 14Q: 3 clusters Score -62559.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -62561.214844 Penalty: 649.997314
	Iteration 15Q: 3 clusters Score -62561.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -62562.492188 Penalty: 649.997314
	Iteration 16Q: 3 clusters Score -62562.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -62563.453125 Penalty: 649.997314
	Iteration 17Q: 3 clusters Score -62563.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -62563.554688 Penalty: 649.997314
	Iteration 18Q: 3 clusters Score -62563.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -62564.675781 Penalty: 649.997314
	Iteration 19Q: 3 clusters Score -62564.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -62566.335938 Penalty: 649.997314
	Iteration 20F: 3 clusters Score -62566.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -62567.269531 Penalty: 649.997314
	Iteration 21Q: 3 clusters Score -62567.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -62569.167969 Penalty: 649.997314
	Iteration 22Q: 3 clusters Score -62569.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -62573.480469 Penalty: 649.997314
	Iteration 23Q: 3 clusters Score -62573.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -62581.296875 Penalty: 649.997314
	Iteration 24Q: 3 clusters Score -62581.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -62586.531250 Penalty: 649.997314
	Iteration 25Q: 3 clusters Score -62586.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -62588.179688 Penalty: 649.997314
	Iteration 26Q: 3 clusters Score -62588.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -62589.582031 Penalty: 649.997314
	Iteration 27Q: 3 clusters Score -62589.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -62591.015625 Penalty: 649.997314
	Iteration 28Q: 3 clusters Score -62591.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -62592.261719 Penalty: 649.997314
	Iteration 29Q: 3 clusters Score -62592.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -62595.207031 Penalty: 649.997314
	Iteration 30Q: 3 clusters Score -62595.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -62596.890625 Penalty: 649.997314
	Iteration 31Q: 3 clusters Score -62596.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -62598.398438 Penalty: 649.997314
	Iteration 32Q: 3 clusters Score -62598.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -62598.710938 Penalty: 649.997314
	Iteration 33Q: 3 clusters Score -62598.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -62598.835938 Penalty: 649.997314
	Iteration 34Q: 3 clusters Score -62598.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -62599.042969 Penalty: 649.997314
	Iteration 35Q: 3 clusters Score -62599.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -62599.042969 Penalty: 649.997314
	Iteration 36F: 3 clusters Score -62599.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 450 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 332 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 1934 members 
Mstep: Class 8 contains 101305 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 305175 members 
Mstep: Class 13 contains 6936 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 68274 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 161 members 
Mstep: Class 20 contains 1108 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 23531 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 785 members 
Entering Unmasked Estep 
Score: -27441652.000000 Penalty: 16203.886719
Splitting cluster 17 changes total score from -27438134.000000 to -27441652.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -54062.277344 Penalty: 316.954102
	Iteration 0F: 2 clusters Score -54062.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -53199.269531 Penalty: 633.908203
	Iteration 0F: 3 clusters Score -53199.27 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -53574.519531 Penalty: 633.908203
	Iteration 1F: 3 clusters Score -53574.52 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53734.128906 Penalty: 633.908203
	Iteration 2F: 3 clusters Score -53734.13 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53813.625000 Penalty: 633.908203
	Iteration 3F: 3 clusters Score -53813.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53866.605469 Penalty: 633.908203
	Iteration 4F: 3 clusters Score -53866.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53889.402344 Penalty: 633.908203
	Iteration 5Q: 3 clusters Score -53889.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -53903.441406 Penalty: 633.908203
	Iteration 6Q: 3 clusters Score -53903.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53917.238281 Penalty: 633.908203
	Iteration 7Q: 3 clusters Score -53917.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53928.457031 Penalty: 633.908203
	Iteration 8Q: 3 clusters Score -53928.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -53936.929688 Penalty: 633.908203
	Iteration 9Q: 3 clusters Score -53936.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53941.597656 Penalty: 633.908203
	Iteration 10Q: 3 clusters Score -53941.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -53946.109375 Penalty: 633.908203
	Iteration 11Q: 3 clusters Score -53946.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -53951.003906 Penalty: 633.908203
	Iteration 12Q: 3 clusters Score -53951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53954.628906 Penalty: 633.908203
	Iteration 13Q: 3 clusters Score -53954.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53955.546875 Penalty: 633.908203
	Iteration 14Q: 3 clusters Score -53955.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53956.738281 Penalty: 633.908203
	Iteration 15Q: 3 clusters Score -53956.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -53958.261719 Penalty: 633.908203
	Iteration 16Q: 3 clusters Score -53958.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -53959.796875 Penalty: 633.908203
	Iteration 17Q: 3 clusters Score -53959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -53960.664062 Penalty: 633.908203
	Iteration 18Q: 3 clusters Score -53960.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -53960.664062 Penalty: 633.908203
	Iteration 19F: 3 clusters Score -53960.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -7265.570312 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -7265.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6999.399414 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -6999.399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7047.398438 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -7047.398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7087.044434 Penalty: 462.407776
	Iteration 2F: 3 clusters Score -7087.044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7113.772949 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -7113.773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7157.441895 Penalty: 462.407776
	Iteration 4F: 3 clusters Score -7157.442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7310.349609 Penalty: 462.407776
	Iteration 5F: 3 clusters Score -7310.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7363.911621 Penalty: 462.407776
	Iteration 6F: 3 clusters Score -7363.912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7387.082031 Penalty: 462.407776
	Iteration 7Q: 3 clusters Score -7387.082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -7411.298340 Penalty: 462.407776
	Iteration 8Q: 3 clusters Score -7411.298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -7413.076172 Penalty: 462.407776
	Iteration 9Q: 3 clusters Score -7413.076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -7414.868164 Penalty: 462.407776
	Iteration 10Q: 3 clusters Score -7414.868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -7417.970703 Penalty: 462.407776
	Iteration 11Q: 3 clusters Score -7417.971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -7417.970703 Penalty: 462.407776
	Iteration 12F: 3 clusters Score -7417.971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 450 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 332 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 1934 members 
Mstep: Class 8 contains 101305 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 305175 members 
Mstep: Class 13 contains 6936 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 68274 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 1108 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 23531 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 785 members 
Mstep: Class 28 contains 26 members 
Entering Unmasked Estep 
Score: -27441428.000000 Penalty: 16804.031250
Splitting cluster 19 changes total score from -27438134.000000 to -27441428.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (1454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Entering Unmasked Estep 
Score: -74612.992188 Penalty: 331.334351
	Iteration 0F: 2 clusters Score -74612.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -73513.476562 Penalty: 662.668701
	Iteration 0F: 3 clusters Score -73513.48 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -73863.421875 Penalty: 662.668701
	Iteration 1F: 3 clusters Score -73863.42 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -73940.757812 Penalty: 662.668701
	Iteration 2F: 3 clusters Score -73940.76 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -73992.390625 Penalty: 662.668701
	Iteration 3F: 3 clusters Score -73992.39 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -74025.765625 Penalty: 662.668701
	Iteration 4Q: 3 clusters Score -74025.77 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -74056.726562 Penalty: 662.668701
	Iteration 5Q: 3 clusters Score -74056.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -74083.812500 Penalty: 662.668701
	Iteration 6Q: 3 clusters Score -74083.81 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -74103.992188 Penalty: 662.668701
	Iteration 7Q: 3 clusters Score -74103.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -74119.500000 Penalty: 662.668701
	Iteration 8Q: 3 clusters Score -74119.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -74140.039062 Penalty: 662.668701
	Iteration 9Q: 3 clusters Score -74140.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -74154.148438 Penalty: 662.668701
	Iteration 10Q: 3 clusters Score -74154.15 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -74183.640625 Penalty: 662.668701
	Iteration 11Q: 3 clusters Score -74183.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -74216.250000 Penalty: 662.668701
	Iteration 12Q: 3 clusters Score -74216.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -74231.429688 Penalty: 662.668701
	Iteration 13Q: 3 clusters Score -74231.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -74246.882812 Penalty: 662.668701
	Iteration 14Q: 3 clusters Score -74246.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -74276.992188 Penalty: 662.668701
	Iteration 15Q: 3 clusters Score -74276.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -74307.351562 Penalty: 662.668701
	Iteration 16Q: 3 clusters Score -74307.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -74336.648438 Penalty: 662.668701
	Iteration 17Q: 3 clusters Score -74336.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -74359.750000 Penalty: 662.668701
	Iteration 18Q: 3 clusters Score -74359.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -74386.984375 Penalty: 662.668701
	Iteration 19Q: 3 clusters Score -74386.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -74406.710938 Penalty: 662.668701
	Iteration 20F: 3 clusters Score -74406.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -74418.476562 Penalty: 662.668701
	Iteration 21Q: 3 clusters Score -74418.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -74430.546875 Penalty: 662.668701
	Iteration 22Q: 3 clusters Score -74430.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -74441.085938 Penalty: 662.668701
	Iteration 23Q: 3 clusters Score -74441.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -74456.335938 Penalty: 662.668701
	Iteration 24Q: 3 clusters Score -74456.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -74460.109375 Penalty: 662.668701
	Iteration 25Q: 3 clusters Score -74460.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -74460.109375 Penalty: 662.668701
	Iteration 26F: 3 clusters Score -74460.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -19515.640625 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -19515.64 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 210 members 
Entering Unmasked Estep 
Score: -19085.492188 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -19085.49 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19178.796875 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -19178.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19203.966797 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -19203.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19240.664062 Penalty: 550.310913
	Iteration 3F: 3 clusters Score -19240.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19269.470703 Penalty: 550.310913
	Iteration 4F: 3 clusters Score -19269.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19299.324219 Penalty: 550.310913
	Iteration 5F: 3 clusters Score -19299.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19317.931641 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -19317.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19327.179688 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -19327.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19335.603516 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -19335.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19343.332031 Penalty: 550.310913
	Iteration 9Q: 3 clusters Score -19343.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19346.085938 Penalty: 550.310913
	Iteration 10Q: 3 clusters Score -19346.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19354.279297 Penalty: 550.310913
	Iteration 11Q: 3 clusters Score -19354.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19361.980469 Penalty: 550.310913
	Iteration 12Q: 3 clusters Score -19361.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19372.808594 Penalty: 550.310913
	Iteration 13Q: 3 clusters Score -19372.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19381.097656 Penalty: 550.310913
	Iteration 14Q: 3 clusters Score -19381.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19384.560547 Penalty: 550.310913
	Iteration 15Q: 3 clusters Score -19384.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19384.560547 Penalty: 550.310913
	Iteration 16F: 3 clusters Score -19384.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -12784.593750 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -12784.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12459.977539 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -12459.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12527.393555 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -12527.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12558.596680 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -12558.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12578.452148 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -12578.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12583.742188 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -12583.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12593.668945 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -12593.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12603.915039 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -12603.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12605.914062 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -12605.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12610.360352 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -12610.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12610.615234 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -12610.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12610.615234 Penalty: 506.371338
	Iteration 10F: 3 clusters Score -12610.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 450 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 332 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 1934 members 
Mstep: Class 8 contains 101305 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 305175 members 
Mstep: Class 13 contains 6936 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 68274 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 28. Lose 330.562164 but Gain 600.144531
Score: -27442204.000000 Penalty: 16203.886719
Iteration 79Q: 28 clusters Score -2.74422e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 2714 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 451 members 
Mstep: Class 4 contains 1076 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 6710 members 
Mstep: Class 7 contains 1944 members 
Mstep: Class 8 contains 101678 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 4366 members 
Mstep: Class 12 contains 305250 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 68143 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 1067 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 23157 members 
Mstep: Class 26 contains 160 members 
Mstep: Class 27 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27447682.000000 Penalty: 16203.886719
Iteration 80F: 28 clusters Score -2.744768e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 451 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 332 members 
Mstep: Class 6 contains 6829 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 101902 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 200 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 304934 members 
Mstep: Class 13 contains 6820 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 15 contains 68036 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 528 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1053 members 
Mstep: Class 21 contains 1470 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 23270 members 
Mstep: Class 26 contains 203 members 
Mstep: Class 27 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448874.000000 Penalty: 16203.886719
Iteration 81Q: 28 clusters Score -2.744887e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 411 members 
Mstep: Class 3 contains 451 members 
Mstep: Class 4 contains 1034 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 6952 members 
Mstep: Class 7 contains 1977 members 
Mstep: Class 8 contains 102106 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 199 members 
Mstep: Class 11 contains 4374 members 
Mstep: Class 12 contains 304652 members 
Mstep: Class 13 contains 6774 members 
Mstep: Class 14 contains 783 members 
Mstep: Class 15 contains 67939 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 424 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 23357 members 
Mstep: Class 26 contains 219 members 
Mstep: Class 27 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449242.000000 Penalty: 16203.886719
Iteration 82Q: 28 clusters Score -2.744924e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 451 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 7099 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 102235 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 200 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 12 contains 304411 members 
Mstep: Class 13 contains 6745 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 67854 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1036 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 23424 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449516.000000 Penalty: 16203.886719
Iteration 83Q: 28 clusters Score -2.744952e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 451 members 
Mstep: Class 4 contains 1028 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 7243 members 
Mstep: Class 7 contains 1996 members 
Mstep: Class 8 contains 102313 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 200 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 12 contains 304189 members 
Mstep: Class 13 contains 6702 members 
Mstep: Class 14 contains 768 members 
Mstep: Class 15 contains 67803 members 
Mstep: Class 16 contains 386 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1034 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 428 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 23503 members 
Mstep: Class 26 contains 240 members 
Mstep: Class 27 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449636.000000 Penalty: 16203.886719
Iteration 84Q: 28 clusters Score -2.744964e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 451 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 7365 members 
Mstep: Class 7 contains 2007 members 
Mstep: Class 8 contains 102417 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 199 members 
Mstep: Class 11 contains 4409 members 
Mstep: Class 12 contains 303964 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 760 members 
Mstep: Class 15 contains 67759 members 
Mstep: Class 16 contains 380 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1032 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 431 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 23559 members 
Mstep: Class 26 contains 247 members 
Mstep: Class 27 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449864.000000 Penalty: 16203.886719
Iteration 85Q: 28 clusters Score -2.744986e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 451 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 7472 members 
Mstep: Class 7 contains 2019 members 
Mstep: Class 8 contains 102528 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 198 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 303770 members 
Mstep: Class 13 contains 6622 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 67691 members 
Mstep: Class 16 contains 373 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 23608 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450122.000000 Penalty: 16203.886719
Iteration 86Q: 28 clusters Score -2.745012e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 451 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 7553 members 
Mstep: Class 7 contains 2031 members 
Mstep: Class 8 contains 102646 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 197 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 303582 members 
Mstep: Class 13 contains 6588 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 67635 members 
Mstep: Class 16 contains 372 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1484 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 23653 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450372.000000 Penalty: 16203.886719
Iteration 87Q: 28 clusters Score -2.745037e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 451 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 7637 members 
Mstep: Class 7 contains 2041 members 
Mstep: Class 8 contains 102787 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 196 members 
Mstep: Class 11 contains 4456 members 
Mstep: Class 12 contains 303377 members 
Mstep: Class 13 contains 6559 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 67569 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 23703 members 
Mstep: Class 26 contains 258 members 
Mstep: Class 27 contains 749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450694.000000 Penalty: 16203.886719
Iteration 88Q: 28 clusters Score -2.745069e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 452 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 102887 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 196 members 
Mstep: Class 11 contains 4468 members 
Mstep: Class 12 contains 303204 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 67497 members 
Mstep: Class 16 contains 367 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 23753 members 
Mstep: Class 26 contains 261 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450850.000000 Penalty: 16203.886719
Iteration 89Q: 28 clusters Score -2.745085e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 452 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 7806 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 102996 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 196 members 
Mstep: Class 11 contains 4476 members 
Mstep: Class 12 contains 303034 members 
Mstep: Class 13 contains 6519 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 67438 members 
Mstep: Class 16 contains 365 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 23793 members 
Mstep: Class 26 contains 263 members 
Mstep: Class 27 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450964.000000 Penalty: 16203.886719
Iteration 90Q: 28 clusters Score -2.745096e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 452 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 7867 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 103095 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 196 members 
Mstep: Class 11 contains 4478 members 
Mstep: Class 12 contains 302875 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 67399 members 
Mstep: Class 16 contains 363 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 23830 members 
Mstep: Class 26 contains 265 members 
Mstep: Class 27 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451086.000000 Penalty: 16203.886719
Iteration 91Q: 28 clusters Score -2.745109e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 452 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 7941 members 
Mstep: Class 7 contains 2060 members 
Mstep: Class 8 contains 103181 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 196 members 
Mstep: Class 11 contains 4486 members 
Mstep: Class 12 contains 302730 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 67356 members 
Mstep: Class 16 contains 363 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 23859 members 
Mstep: Class 26 contains 264 members 
Mstep: Class 27 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451244.000000 Penalty: 16203.886719
Iteration 92Q: 28 clusters Score -2.745124e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 452 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8000 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 103272 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 196 members 
Mstep: Class 11 contains 4498 members 
Mstep: Class 12 contains 302595 members 
Mstep: Class 13 contains 6470 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 67322 members 
Mstep: Class 16 contains 363 members 
Mstep: Class 17 contains 533 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1516 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 23875 members 
Mstep: Class 26 contains 264 members 
Mstep: Class 27 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451386.000000 Penalty: 16203.886719
Iteration 93Q: 28 clusters Score -2.745139e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 452 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8059 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 103350 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 196 members 
Mstep: Class 11 contains 4507 members 
Mstep: Class 12 contains 302475 members 
Mstep: Class 13 contains 6455 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 67282 members 
Mstep: Class 16 contains 363 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1518 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 23901 members 
Mstep: Class 26 contains 264 members 
Mstep: Class 27 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451458.000000 Penalty: 16203.886719
Iteration 94Q: 28 clusters Score -2.745146e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 452 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8115 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 103412 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 195 members 
Mstep: Class 11 contains 4517 members 
Mstep: Class 12 contains 302384 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 67240 members 
Mstep: Class 16 contains 363 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 1064 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1518 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 23913 members 
Mstep: Class 26 contains 264 members 
Mstep: Class 27 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451528.000000 Penalty: 16203.886719
Iteration 95Q: 28 clusters Score -2.745153e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 452 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8168 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 103471 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 195 members 
Mstep: Class 11 contains 4521 members 
Mstep: Class 12 contains 302299 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 730 members 
Mstep: Class 15 contains 67214 members 
Mstep: Class 16 contains 363 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 1066 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1518 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 23921 members 
Mstep: Class 26 contains 265 members 
Mstep: Class 27 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451532.000000 Penalty: 16203.886719
Iteration 96Q: 28 clusters Score -2.745153e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 452 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8214 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 103555 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 195 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 302178 members 
Mstep: Class 13 contains 6398 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 67212 members 
Mstep: Class 16 contains 363 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1522 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 23933 members 
Mstep: Class 26 contains 265 members 
Mstep: Class 27 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451580.000000 Penalty: 16203.886719
Iteration 97Q: 28 clusters Score -2.745158e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 452 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 103617 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 195 members 
Mstep: Class 11 contains 4533 members 
Mstep: Class 12 contains 302077 members 
Mstep: Class 13 contains 6377 members 
Mstep: Class 14 contains 730 members 
Mstep: Class 15 contains 67198 members 
Mstep: Class 16 contains 363 members 
Mstep: Class 17 contains 529 members 
Mstep: Class 18 contains 1064 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 23949 members 
Mstep: Class 26 contains 265 members 
Mstep: Class 27 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451684.000000 Penalty: 16203.886719
Iteration 98Q: 28 clusters Score -2.745168e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 452 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 103688 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 195 members 
Mstep: Class 11 contains 4534 members 
Mstep: Class 12 contains 301965 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 729 members 
Mstep: Class 15 contains 67182 members 
Mstep: Class 16 contains 363 members 
Mstep: Class 17 contains 528 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1530 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 23963 members 
Mstep: Class 26 contains 264 members 
Mstep: Class 27 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451750.000000 Penalty: 16203.886719
Iteration 99Q: 28 clusters Score -2.745175e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 2569 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 452 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8348 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 103746 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 195 members 
Mstep: Class 11 contains 4544 members 
Mstep: Class 12 contains 301863 members 
Mstep: Class 13 contains 6351 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 67172 members 
Mstep: Class 16 contains 363 members 
Mstep: Class 17 contains 528 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1531 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 23978 members 
Mstep: Class 26 contains 264 members 
Mstep: Class 27 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451770.000000 Penalty: 16203.886719
Iteration 100F: 28 clusters Score -2.745177e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 453 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8389 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 103793 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 195 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 301768 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 67172 members 
Mstep: Class 16 contains 362 members 
Mstep: Class 17 contains 529 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1529 members 
Mstep: Class 22 contains 466 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 23991 members 
Mstep: Class 26 contains 266 members 
Mstep: Class 27 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451866.000000 Penalty: 16203.886719
Iteration 101Q: 28 clusters Score -2.745187e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8428 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 103833 members 
Mstep: Class 9 contains 3954 members 
Mstep: Class 10 contains 195 members 
Mstep: Class 11 contains 4568 members 
Mstep: Class 12 contains 301679 members 
Mstep: Class 13 contains 6311 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 67171 members 
Mstep: Class 16 contains 360 members 
Mstep: Class 17 contains 529 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1531 members 
Mstep: Class 22 contains 470 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24003 members 
Mstep: Class 26 contains 268 members 
Mstep: Class 27 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451964.000000 Penalty: 16203.886719
Iteration 102Q: 28 clusters Score -2.745196e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8463 members 
Mstep: Class 7 contains 2068 members 
Mstep: Class 8 contains 103865 members 
Mstep: Class 9 contains 3954 members 
Mstep: Class 10 contains 195 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 301603 members 
Mstep: Class 13 contains 6294 members 
Mstep: Class 14 contains 728 members 
Mstep: Class 15 contains 67172 members 
Mstep: Class 16 contains 359 members 
Mstep: Class 17 contains 529 members 
Mstep: Class 18 contains 1064 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1531 members 
Mstep: Class 22 contains 473 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24008 members 
Mstep: Class 26 contains 269 members 
Mstep: Class 27 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452036.000000 Penalty: 16203.886719
Iteration 103Q: 28 clusters Score -2.745204e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 457 members 
Mstep: Class 4 contains 1026 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 2068 members 
Mstep: Class 8 contains 103890 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 195 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 301546 members 
Mstep: Class 13 contains 6272 members 
Mstep: Class 14 contains 725 members 
Mstep: Class 15 contains 67179 members 
Mstep: Class 16 contains 358 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1532 members 
Mstep: Class 22 contains 475 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24009 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452088.000000 Penalty: 16203.886719
Iteration 104Q: 28 clusters Score -2.745209e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 458 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8528 members 
Mstep: Class 7 contains 2068 members 
Mstep: Class 8 contains 103901 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 195 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 301499 members 
Mstep: Class 13 contains 6251 members 
Mstep: Class 14 contains 724 members 
Mstep: Class 15 contains 67184 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1533 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24016 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452146.000000 Penalty: 16203.886719
Iteration 105Q: 28 clusters Score -2.745215e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 458 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8559 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 103913 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 195 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 301467 members 
Mstep: Class 13 contains 6236 members 
Mstep: Class 14 contains 725 members 
Mstep: Class 15 contains 67180 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 533 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 1533 members 
Mstep: Class 22 contains 477 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24017 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452214.000000 Penalty: 16203.886719
Iteration 106Q: 28 clusters Score -2.745221e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 458 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8591 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 103927 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 195 members 
Mstep: Class 11 contains 4625 members 
Mstep: Class 12 contains 301430 members 
Mstep: Class 13 contains 6220 members 
Mstep: Class 14 contains 727 members 
Mstep: Class 15 contains 67172 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 1533 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24019 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452250.000000 Penalty: 16203.886719
Iteration 107Q: 28 clusters Score -2.745225e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 458 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8615 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 103946 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4630 members 
Mstep: Class 12 contains 301401 members 
Mstep: Class 13 contains 6211 members 
Mstep: Class 14 contains 727 members 
Mstep: Class 15 contains 67165 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 477 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24019 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452252.000000 Penalty: 16203.886719
Iteration 108Q: 28 clusters Score -2.745225e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 103956 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4633 members 
Mstep: Class 12 contains 301373 members 
Mstep: Class 13 contains 6206 members 
Mstep: Class 14 contains 727 members 
Mstep: Class 15 contains 67157 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1055 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 477 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24020 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452276.000000 Penalty: 16203.886719
Iteration 109Q: 28 clusters Score -2.745228e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 461 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 103965 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4633 members 
Mstep: Class 12 contains 301345 members 
Mstep: Class 13 contains 6200 members 
Mstep: Class 14 contains 726 members 
Mstep: Class 15 contains 67159 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1052 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 477 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24019 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452282.000000 Penalty: 16203.886719
Iteration 110Q: 28 clusters Score -2.745228e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8688 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 103973 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4635 members 
Mstep: Class 12 contains 301316 members 
Mstep: Class 13 contains 6197 members 
Mstep: Class 14 contains 723 members 
Mstep: Class 15 contains 67158 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1053 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 477 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24020 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452340.000000 Penalty: 16203.886719
Iteration 111Q: 28 clusters Score -2.745234e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8707 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 103976 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4639 members 
Mstep: Class 12 contains 301293 members 
Mstep: Class 13 contains 6194 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 67157 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24019 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452344.000000 Penalty: 16203.886719
Iteration 112Q: 28 clusters Score -2.745234e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8734 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 103978 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4643 members 
Mstep: Class 12 contains 301260 members 
Mstep: Class 13 contains 6193 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 67157 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 1543 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24016 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452384.000000 Penalty: 16203.886719
Iteration 113Q: 28 clusters Score -2.745238e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 103990 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4643 members 
Mstep: Class 12 contains 301223 members 
Mstep: Class 13 contains 6191 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 67155 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 475 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24014 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452396.000000 Penalty: 16203.886719
Iteration 114Q: 28 clusters Score -2.74524e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8793 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 103998 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4645 members 
Mstep: Class 12 contains 301183 members 
Mstep: Class 13 contains 6189 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 67149 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 475 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24018 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452412.000000 Penalty: 16203.886719
Iteration 115Q: 28 clusters Score -2.745241e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8821 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 104022 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4646 members 
Mstep: Class 12 contains 301136 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 67142 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 1550 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24018 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452436.000000 Penalty: 16203.886719
Iteration 116Q: 28 clusters Score -2.745244e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8853 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 104053 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4648 members 
Mstep: Class 12 contains 301072 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 67137 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 1554 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24017 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452456.000000 Penalty: 16203.886719
Iteration 117Q: 28 clusters Score -2.745246e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8877 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 104080 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4654 members 
Mstep: Class 12 contains 301026 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 67129 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 1556 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24012 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452538.000000 Penalty: 16203.886719
Iteration 118Q: 28 clusters Score -2.745254e+07 nChanged 98
Entering ConstructFrom: 
Score: -27452538.000000 Penalty: 16203.886719
Entering ConstructFrom: 
Trying to split cluster 1 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -12098.119141 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -12098.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11786.351562 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -11786.35 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11850.999023 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -11851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11868.263672 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -11868.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11876.281250 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -11876.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11877.618164 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -11877.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11878.104492 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -11878.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11880.067383 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -11880.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11881.045898 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -11881.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11881.045898 Penalty: 506.719360
	Iteration 8F: 3 clusters Score -11881.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -18404.074219 Penalty: 273.735138
	Iteration 0F: 2 clusters Score -18404.07 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 221 members 
Entering Unmasked Estep 
Score: -17993.296875 Penalty: 547.470276
	Iteration 0F: 3 clusters Score -17993.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18095.050781 Penalty: 547.470276
	Iteration 1F: 3 clusters Score -18095.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18137.056641 Penalty: 547.470276
	Iteration 2F: 3 clusters Score -18137.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18154.009766 Penalty: 547.470276
	Iteration 3Q: 3 clusters Score -18154.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18165.507812 Penalty: 547.470276
	Iteration 4Q: 3 clusters Score -18165.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18176.652344 Penalty: 547.470276
	Iteration 5Q: 3 clusters Score -18176.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18194.314453 Penalty: 547.470276
	Iteration 6Q: 3 clusters Score -18194.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18228.566406 Penalty: 547.470276
	Iteration 7F: 3 clusters Score -18228.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18269.107422 Penalty: 547.470276
	Iteration 8F: 3 clusters Score -18269.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18310.960938 Penalty: 547.470276
	Iteration 9F: 3 clusters Score -18310.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18325.072266 Penalty: 547.470276
	Iteration 10Q: 3 clusters Score -18325.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18335.451172 Penalty: 547.470276
	Iteration 11Q: 3 clusters Score -18335.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18341.738281 Penalty: 547.470276
	Iteration 12Q: 3 clusters Score -18341.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18350.992188 Penalty: 547.470276
	Iteration 13Q: 3 clusters Score -18350.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18357.500000 Penalty: 547.470276
	Iteration 14Q: 3 clusters Score -18357.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18362.171875 Penalty: 547.470276
	Iteration 15Q: 3 clusters Score -18362.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18375.070312 Penalty: 547.470276
	Iteration 16Q: 3 clusters Score -18375.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18389.779297 Penalty: 547.470276
	Iteration 17Q: 3 clusters Score -18389.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18467.958984 Penalty: 547.470276
	Iteration 18Q: 3 clusters Score -18467.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18596.578125 Penalty: 547.470276
	Iteration 19Q: 3 clusters Score -18596.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18719.193359 Penalty: 547.470276
	Iteration 20F: 3 clusters Score -18719.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18719.871094 Penalty: 547.470276
	Iteration 21Q: 3 clusters Score -18719.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18719.871094 Penalty: 547.470276
	Iteration 22F: 3 clusters Score -18719.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 104107 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 300989 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 67115 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 1555 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24009 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 161 members 
Entering Unmasked Estep 
Score: -27452588.000000 Penalty: 16804.031250
Splitting cluster 2 changes total score from -27452538.000000 to -27452588.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 3 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -24262.251953 Penalty: 279.657990
	Iteration 0F: 2 clusters Score -24262.25 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 229 members 
Entering Unmasked Estep 
Score: -23789.861328 Penalty: 559.315979
	Iteration 0F: 3 clusters Score -23789.86 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23900.738281 Penalty: 559.315979
	Iteration 1F: 3 clusters Score -23900.74 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23940.996094 Penalty: 559.315979
	Iteration 2F: 3 clusters Score -23941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24016.222656 Penalty: 559.315979
	Iteration 3F: 3 clusters Score -24016.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24102.312500 Penalty: 559.315979
	Iteration 4F: 3 clusters Score -24102.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24158.244141 Penalty: 559.315979
	Iteration 5F: 3 clusters Score -24158.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24183.861328 Penalty: 559.315979
	Iteration 6Q: 3 clusters Score -24183.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24200.541016 Penalty: 559.315979
	Iteration 7Q: 3 clusters Score -24200.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -24208.771484 Penalty: 559.315979
	Iteration 8Q: 3 clusters Score -24208.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24212.326172 Penalty: 559.315979
	Iteration 9Q: 3 clusters Score -24212.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -24218.349609 Penalty: 559.315979
	Iteration 10Q: 3 clusters Score -24218.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -24218.349609 Penalty: 559.315979
	Iteration 11F: 3 clusters Score -24218.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -45554.621094 Penalty: 315.337524
	Iteration 0F: 2 clusters Score -45554.62 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 535 members 
Entering Unmasked Estep 
Score: -44762.992188 Penalty: 630.675049
	Iteration 0F: 3 clusters Score -44762.99 nChanged 415
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: -45108.414062 Penalty: 630.675049
	Iteration 1F: 3 clusters Score -45108.41 nChanged 82
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: -45194.292969 Penalty: 630.675049
	Iteration 2F: 3 clusters Score -45194.29 nChanged 55
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: -45240.972656 Penalty: 630.675049
	Iteration 3F: 3 clusters Score -45240.97 nChanged 52
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: -45287.105469 Penalty: 630.675049
	Iteration 4F: 3 clusters Score -45287.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -45318.621094 Penalty: 630.675049
	Iteration 5Q: 3 clusters Score -45318.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -45341.835938 Penalty: 630.675049
	Iteration 6Q: 3 clusters Score -45341.84 nChanged 32
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: -45358.843750 Penalty: 630.675049
	Iteration 7Q: 3 clusters Score -45358.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -45372.746094 Penalty: 630.675049
	Iteration 8Q: 3 clusters Score -45372.75 nChanged 17
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: -45381.550781 Penalty: 630.675049
	Iteration 9Q: 3 clusters Score -45381.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -45387.136719 Penalty: 630.675049
	Iteration 10Q: 3 clusters Score -45387.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -45393.285156 Penalty: 630.675049
	Iteration 11Q: 3 clusters Score -45393.29 nChanged 11
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: -45400.234375 Penalty: 630.675049
	Iteration 12Q: 3 clusters Score -45400.23 nChanged 10
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: -45405.925781 Penalty: 630.675049
	Iteration 13Q: 3 clusters Score -45405.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -45413.792969 Penalty: 630.675049
	Iteration 14Q: 3 clusters Score -45413.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -45420.179688 Penalty: 630.675049
	Iteration 15Q: 3 clusters Score -45420.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -45425.390625 Penalty: 630.675049
	Iteration 16Q: 3 clusters Score -45425.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -45428.511719 Penalty: 630.675049
	Iteration 17Q: 3 clusters Score -45428.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -45430.976562 Penalty: 630.675049
	Iteration 18Q: 3 clusters Score -45430.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -45432.835938 Penalty: 630.675049
	Iteration 19Q: 3 clusters Score -45432.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -45433.753906 Penalty: 630.675049
	Iteration 20F: 3 clusters Score -45433.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -45436.460938 Penalty: 630.675049
	Iteration 21Q: 3 clusters Score -45436.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -45438.417969 Penalty: 630.675049
	Iteration 22Q: 3 clusters Score -45438.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -45442.304688 Penalty: 630.675049
	Iteration 23Q: 3 clusters Score -45442.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45445.144531 Penalty: 630.675049
	Iteration 24Q: 3 clusters Score -45445.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -45450.199219 Penalty: 630.675049
	Iteration 25Q: 3 clusters Score -45450.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45453.339844 Penalty: 630.675049
	Iteration 26Q: 3 clusters Score -45453.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -45456.011719 Penalty: 630.675049
	Iteration 27Q: 3 clusters Score -45456.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45458.632812 Penalty: 630.675049
	Iteration 28Q: 3 clusters Score -45458.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -45461.199219 Penalty: 630.675049
	Iteration 29Q: 3 clusters Score -45461.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -45462.218750 Penalty: 630.675049
	Iteration 30Q: 3 clusters Score -45462.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -45463.898438 Penalty: 630.675049
	Iteration 31Q: 3 clusters Score -45463.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -45465.972656 Penalty: 630.675049
	Iteration 32Q: 3 clusters Score -45465.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -45470.328125 Penalty: 630.675049
	Iteration 33Q: 3 clusters Score -45470.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -45473.152344 Penalty: 630.675049
	Iteration 34Q: 3 clusters Score -45473.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45475.816406 Penalty: 630.675049
	Iteration 35Q: 3 clusters Score -45475.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45478.285156 Penalty: 630.675049
	Iteration 36Q: 3 clusters Score -45478.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -45479.167969 Penalty: 630.675049
	Iteration 37Q: 3 clusters Score -45479.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -45480.574219 Penalty: 630.675049
	Iteration 38Q: 3 clusters Score -45480.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -45481.390625 Penalty: 630.675049
	Iteration 39Q: 3 clusters Score -45481.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45483.078125 Penalty: 630.675049
	Iteration 40F: 3 clusters Score -45483.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45487.062500 Penalty: 630.675049
	Iteration 41Q: 3 clusters Score -45487.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -45488.738281 Penalty: 630.675049
	Iteration 42Q: 3 clusters Score -45488.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45490.035156 Penalty: 630.675049
	Iteration 43Q: 3 clusters Score -45490.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45491.480469 Penalty: 630.675049
	Iteration 44Q: 3 clusters Score -45491.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45492.253906 Penalty: 630.675049
	Iteration 45Q: 3 clusters Score -45492.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -45492.460938 Penalty: 630.675049
	Iteration 46Q: 3 clusters Score -45492.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45493.757812 Penalty: 630.675049
	Iteration 47Q: 3 clusters Score -45493.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -45494.890625 Penalty: 630.675049
	Iteration 48Q: 3 clusters Score -45494.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -45495.867188 Penalty: 630.675049
	Iteration 49Q: 3 clusters Score -45495.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -45496.457031 Penalty: 630.675049
	Iteration 50Q: 3 clusters Score -45496.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -45498.929688 Penalty: 630.675049
	Iteration 51Q: 3 clusters Score -45498.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45503.425781 Penalty: 630.675049
	Iteration 52Q: 3 clusters Score -45503.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45510.347656 Penalty: 630.675049
	Iteration 53Q: 3 clusters Score -45510.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -45514.523438 Penalty: 630.675049
	Iteration 54Q: 3 clusters Score -45514.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45518.496094 Penalty: 630.675049
	Iteration 55Q: 3 clusters Score -45518.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -45521.253906 Penalty: 630.675049
	Iteration 56Q: 3 clusters Score -45521.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45524.832031 Penalty: 630.675049
	Iteration 57Q: 3 clusters Score -45524.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45525.687500 Penalty: 630.675049
	Iteration 58Q: 3 clusters Score -45525.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45527.093750 Penalty: 630.675049
	Iteration 59Q: 3 clusters Score -45527.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45527.910156 Penalty: 630.675049
	Iteration 60F: 3 clusters Score -45527.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -12958.400391 Penalty: 264.270477
	Iteration 0F: 2 clusters Score -12958.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12600.953125 Penalty: 528.540955
	Iteration 0F: 3 clusters Score -12600.95 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12753.233398 Penalty: 528.540955
	Iteration 1F: 3 clusters Score -12753.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12813.133789 Penalty: 528.540955
	Iteration 2F: 3 clusters Score -12813.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12857.384766 Penalty: 528.540955
	Iteration 3Q: 3 clusters Score -12857.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12925.314453 Penalty: 528.540955
	Iteration 4Q: 3 clusters Score -12925.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12961.131836 Penalty: 528.540955
	Iteration 5Q: 3 clusters Score -12961.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12984.560547 Penalty: 528.540955
	Iteration 6Q: 3 clusters Score -12984.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13008.542969 Penalty: 528.540955
	Iteration 7Q: 3 clusters Score -13008.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13013.202148 Penalty: 528.540955
	Iteration 8Q: 3 clusters Score -13013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13017.515625 Penalty: 528.540955
	Iteration 9Q: 3 clusters Score -13017.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13018.820312 Penalty: 528.540955
	Iteration 10Q: 3 clusters Score -13018.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13020.947266 Penalty: 528.540955
	Iteration 11F: 3 clusters Score -13020.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13023.421875 Penalty: 528.540955
	Iteration 12Q: 3 clusters Score -13023.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13028.397461 Penalty: 528.540955
	Iteration 13Q: 3 clusters Score -13028.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13041.977539 Penalty: 528.540955
	Iteration 14Q: 3 clusters Score -13041.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13053.454102 Penalty: 528.540955
	Iteration 15Q: 3 clusters Score -13053.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13113.037109 Penalty: 528.540955
	Iteration 16Q: 3 clusters Score -13113.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13183.091797 Penalty: 528.540955
	Iteration 17Q: 3 clusters Score -13183.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13235.556641 Penalty: 528.540955
	Iteration 18Q: 3 clusters Score -13235.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13296.150391 Penalty: 528.540955
	Iteration 19Q: 3 clusters Score -13296.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13318.932617 Penalty: 528.540955
	Iteration 20F: 3 clusters Score -13318.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13323.281250 Penalty: 528.540955
	Iteration 21Q: 3 clusters Score -13323.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13325.777344 Penalty: 528.540955
	Iteration 22Q: 3 clusters Score -13325.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13329.381836 Penalty: 528.540955
	Iteration 23Q: 3 clusters Score -13329.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13334.115234 Penalty: 528.540955
	Iteration 24Q: 3 clusters Score -13334.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13339.125000 Penalty: 528.540955
	Iteration 25Q: 3 clusters Score -13339.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13340.686523 Penalty: 528.540955
	Iteration 26Q: 3 clusters Score -13340.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13340.686523 Penalty: 528.540955
	Iteration 27F: 3 clusters Score -13340.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 171 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 104107 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 300989 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 67115 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 1555 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24009 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 161 members 
Mstep: Class 29 contains 162 members 
Entering Unmasked Estep 
Score: -27452626.000000 Penalty: 17404.173828
Splitting cluster 5 changes total score from -27452538.000000 to -27452626.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 6 (8902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Entering Unmasked Estep 
Score: -497542.187500 Penalty: 413.778412
	Iteration 0F: 2 clusters Score -497542.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -491680.093750 Penalty: 827.556824
	Iteration 0F: 3 clusters Score -491680.1 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -494194.968750 Penalty: 827.556824
	Iteration 1F: 3 clusters Score -494195 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -494672.187500 Penalty: 827.556824
	Iteration 2F: 3 clusters Score -494672.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -495316.656250 Penalty: 827.556824
	Iteration 3F: 3 clusters Score -495316.7 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -496063.281250 Penalty: 827.556824
	Iteration 4F: 3 clusters Score -496063.3 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -496661.375000 Penalty: 827.556824
	Iteration 5F: 3 clusters Score -496661.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -497006.250000 Penalty: 827.556824
	Iteration 6Q: 3 clusters Score -497006.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -497181.531250 Penalty: 827.556824
	Iteration 7Q: 3 clusters Score -497181.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -497275.031250 Penalty: 827.556824
	Iteration 8Q: 3 clusters Score -497275 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -497321.218750 Penalty: 827.556824
	Iteration 9Q: 3 clusters Score -497321.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -497346.500000 Penalty: 827.556824
	Iteration 10Q: 3 clusters Score -497346.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -497364.156250 Penalty: 827.556824
	Iteration 11Q: 3 clusters Score -497364.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -497370.781250 Penalty: 827.556824
	Iteration 12Q: 3 clusters Score -497370.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -497377.406250 Penalty: 827.556824
	Iteration 13Q: 3 clusters Score -497377.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -497380.968750 Penalty: 827.556824
	Iteration 14Q: 3 clusters Score -497381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -497384.250000 Penalty: 827.556824
	Iteration 15Q: 3 clusters Score -497384.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -497385.625000 Penalty: 827.556824
	Iteration 16Q: 3 clusters Score -497385.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -497392.375000 Penalty: 827.556824
	Iteration 17Q: 3 clusters Score -497392.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -497394.593750 Penalty: 827.556824
	Iteration 18Q: 3 clusters Score -497394.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -497396.375000 Penalty: 827.556824
	Iteration 19Q: 3 clusters Score -497396.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -497398.531250 Penalty: 827.556824
	Iteration 20F: 3 clusters Score -497398.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -497400.531250 Penalty: 827.556824
	Iteration 21Q: 3 clusters Score -497400.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -497400.937500 Penalty: 827.556824
	Iteration 22Q: 3 clusters Score -497400.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -497401.062500 Penalty: 827.556824
	Iteration 23Q: 3 clusters Score -497401.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -497402.156250 Penalty: 827.556824
	Iteration 24Q: 3 clusters Score -497402.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -497401.718750 Penalty: 827.556824
	Iteration 25Q: 3 clusters Score -497401.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -497403.531250 Penalty: 827.556824
	Iteration 26Q: 3 clusters Score -497403.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -497407.093750 Penalty: 827.556824
	Iteration 27Q: 3 clusters Score -497407.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -497409.906250 Penalty: 827.556824
	Iteration 28Q: 3 clusters Score -497409.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -497412.031250 Penalty: 827.556824
	Iteration 29Q: 3 clusters Score -497412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -497414.531250 Penalty: 827.556824
	Iteration 30Q: 3 clusters Score -497414.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -497415.968750 Penalty: 827.556824
	Iteration 31Q: 3 clusters Score -497416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -497418.375000 Penalty: 827.556824
	Iteration 32Q: 3 clusters Score -497418.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -497420.843750 Penalty: 827.556824
	Iteration 33Q: 3 clusters Score -497420.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -497421.218750 Penalty: 827.556824
	Iteration 34Q: 3 clusters Score -497421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -497422.031250 Penalty: 827.556824
	Iteration 35Q: 3 clusters Score -497422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -497422.593750 Penalty: 827.556824
	Iteration 36Q: 3 clusters Score -497422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -497422.500000 Penalty: 827.556824
	Iteration 37Q: 3 clusters Score -497422.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -497422.281250 Penalty: 827.556824
	Iteration 38Q: 3 clusters Score -497422.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -497422.281250 Penalty: 827.556824
	Iteration 39F: 3 clusters Score -497422.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -113809.164062 Penalty: 347.208069
	Iteration 0F: 2 clusters Score -113809.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -112340.625000 Penalty: 694.416138
	Iteration 0F: 3 clusters Score -112340.6 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -112898.515625 Penalty: 694.416138
	Iteration 1F: 3 clusters Score -112898.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -113054.132812 Penalty: 694.416138
	Iteration 2F: 3 clusters Score -113054.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -113201.250000 Penalty: 694.416138
	Iteration 3F: 3 clusters Score -113201.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -113325.335938 Penalty: 694.416138
	Iteration 4F: 3 clusters Score -113325.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -113438.921875 Penalty: 694.416138
	Iteration 5F: 3 clusters Score -113438.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -113517.296875 Penalty: 694.416138
	Iteration 6Q: 3 clusters Score -113517.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -113585.351562 Penalty: 694.416138
	Iteration 7Q: 3 clusters Score -113585.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -113618.671875 Penalty: 694.416138
	Iteration 8Q: 3 clusters Score -113618.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113636.296875 Penalty: 694.416138
	Iteration 9Q: 3 clusters Score -113636.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -113653.835938 Penalty: 694.416138
	Iteration 10Q: 3 clusters Score -113653.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -113664.328125 Penalty: 694.416138
	Iteration 11Q: 3 clusters Score -113664.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -113670.718750 Penalty: 694.416138
	Iteration 12Q: 3 clusters Score -113670.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -113674.328125 Penalty: 694.416138
	Iteration 13Q: 3 clusters Score -113674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -113674.859375 Penalty: 694.416138
	Iteration 14Q: 3 clusters Score -113674.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -113674.859375 Penalty: 694.416138
	Iteration 15F: 3 clusters Score -113674.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (104107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104107 members 
Entering Unmasked Estep 
Score: -5641001.000000 Penalty: 525.669434
	Iteration 0F: 2 clusters Score -5641001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -5570425.500000 Penalty: 1051.338867
	Iteration 0F: 3 clusters Score -5570426 nChanged 51019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -5601743.500000 Penalty: 1051.338867
	Iteration 1F: 3 clusters Score -5601744 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -5603484.000000 Penalty: 1051.338867
	Iteration 2Q: 3 clusters Score -5603484 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61226 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -5605912.000000 Penalty: 1051.338867
	Iteration 3F: 3 clusters Score -5605912 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -5609508.000000 Penalty: 1051.338867
	Iteration 4F: 3 clusters Score -5609508 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69640 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -5614791.000000 Penalty: 1051.338867
	Iteration 5F: 3 clusters Score -5614791 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73938 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -5621265.500000 Penalty: 1051.338867
	Iteration 6F: 3 clusters Score -5621266 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -5625971.500000 Penalty: 1051.338867
	Iteration 7F: 3 clusters Score -5625972 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79104 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -5628283.000000 Penalty: 1051.338867
	Iteration 8Q: 3 clusters Score -5628283 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80877 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -5629458.500000 Penalty: 1051.338867
	Iteration 9Q: 3 clusters Score -5629458 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -5630435.500000 Penalty: 1051.338867
	Iteration 10Q: 3 clusters Score -5630436 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -5631443.500000 Penalty: 1051.338867
	Iteration 11Q: 3 clusters Score -5631444 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85833 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -5632467.000000 Penalty: 1051.338867
	Iteration 12Q: 3 clusters Score -5632467 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -5633460.000000 Penalty: 1051.338867
	Iteration 13Q: 3 clusters Score -5633460 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88470 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -5634420.000000 Penalty: 1051.338867
	Iteration 14Q: 3 clusters Score -5634420 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -5635168.500000 Penalty: 1051.338867
	Iteration 15Q: 3 clusters Score -5635168 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90327 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -5635768.000000 Penalty: 1051.338867
	Iteration 16Q: 3 clusters Score -5635768 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91010 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -5636200.500000 Penalty: 1051.338867
	Iteration 17Q: 3 clusters Score -5636200 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91567 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -5636502.500000 Penalty: 1051.338867
	Iteration 18Q: 3 clusters Score -5636502 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92050 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -5636744.500000 Penalty: 1051.338867
	Iteration 19Q: 3 clusters Score -5636744 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92491 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -5636943.000000 Penalty: 1051.338867
	Iteration 20F: 3 clusters Score -5636943 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92918 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -5637097.500000 Penalty: 1051.338867
	Iteration 21Q: 3 clusters Score -5637098 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -5637214.000000 Penalty: 1051.338867
	Iteration 22Q: 3 clusters Score -5637214 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93724 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -5637336.500000 Penalty: 1051.338867
	Iteration 23Q: 3 clusters Score -5637336 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -5637400.000000 Penalty: 1051.338867
	Iteration 24Q: 3 clusters Score -5637400 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94516 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -5637474.500000 Penalty: 1051.338867
	Iteration 25Q: 3 clusters Score -5637474 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94891 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -5637539.000000 Penalty: 1051.338867
	Iteration 26Q: 3 clusters Score -5637539 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95281 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -5637632.500000 Penalty: 1051.338867
	Iteration 27Q: 3 clusters Score -5637632 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95716 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -5637748.000000 Penalty: 1051.338867
	Iteration 28Q: 3 clusters Score -5637748 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96167 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -5637843.000000 Penalty: 1051.338867
	Iteration 29Q: 3 clusters Score -5637843 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96625 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -5637955.500000 Penalty: 1051.338867
	Iteration 30Q: 3 clusters Score -5637956 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97111 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -5638083.000000 Penalty: 1051.338867
	Iteration 31Q: 3 clusters Score -5638083 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97587 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -5638193.000000 Penalty: 1051.338867
	Iteration 32Q: 3 clusters Score -5638193 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98045 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -5638340.000000 Penalty: 1051.338867
	Iteration 33Q: 3 clusters Score -5638340 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98516 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -5638474.000000 Penalty: 1051.338867
	Iteration 34Q: 3 clusters Score -5638474 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98980 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -5638595.000000 Penalty: 1051.338867
	Iteration 35Q: 3 clusters Score -5638595 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99486 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -5638756.500000 Penalty: 1051.338867
	Iteration 36Q: 3 clusters Score -5638756 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99972 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -5638901.000000 Penalty: 1051.338867
	Iteration 37Q: 3 clusters Score -5638901 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100433 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -5639047.000000 Penalty: 1051.338867
	Iteration 38Q: 3 clusters Score -5639047 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -5639240.000000 Penalty: 1051.338867
	Iteration 39Q: 3 clusters Score -5639240 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101275 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -5639393.500000 Penalty: 1051.338867
	Iteration 40F: 3 clusters Score -5639394 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101674 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5639565.000000 Penalty: 1051.338867
	Iteration 41Q: 3 clusters Score -5639565 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102026 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5639727.000000 Penalty: 1051.338867
	Iteration 42Q: 3 clusters Score -5639727 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102316 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5639835.000000 Penalty: 1051.338867
	Iteration 43Q: 3 clusters Score -5639835 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102582 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5639934.000000 Penalty: 1051.338867
	Iteration 44Q: 3 clusters Score -5639934 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5640040.500000 Penalty: 1051.338867
	Iteration 45Q: 3 clusters Score -5640040 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103018 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5640157.500000 Penalty: 1051.338867
	Iteration 46Q: 3 clusters Score -5640158 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103196 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5640225.500000 Penalty: 1051.338867
	Iteration 47Q: 3 clusters Score -5640226 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103324 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5640289.500000 Penalty: 1051.338867
	Iteration 48Q: 3 clusters Score -5640290 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103426 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5640317.500000 Penalty: 1051.338867
	Iteration 49Q: 3 clusters Score -5640318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5640364.000000 Penalty: 1051.338867
	Iteration 50Q: 3 clusters Score -5640364 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103563 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5640388.000000 Penalty: 1051.338867
	Iteration 51Q: 3 clusters Score -5640388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103619 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5640418.500000 Penalty: 1051.338867
	Iteration 52Q: 3 clusters Score -5640418 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103674 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5640449.500000 Penalty: 1051.338867
	Iteration 53Q: 3 clusters Score -5640450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103722 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5640480.000000 Penalty: 1051.338867
	Iteration 54Q: 3 clusters Score -5640480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103762 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5640497.500000 Penalty: 1051.338867
	Iteration 55Q: 3 clusters Score -5640498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103796 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5640509.000000 Penalty: 1051.338867
	Iteration 56Q: 3 clusters Score -5640509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103820 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5640524.000000 Penalty: 1051.338867
	Iteration 57Q: 3 clusters Score -5640524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103839 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5640530.500000 Penalty: 1051.338867
	Iteration 58Q: 3 clusters Score -5640530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103854 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5640534.500000 Penalty: 1051.338867
	Iteration 59Q: 3 clusters Score -5640534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103867 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5640546.000000 Penalty: 1051.338867
	Iteration 60F: 3 clusters Score -5640546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103877 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5640545.000000 Penalty: 1051.338867
	Iteration 61Q: 3 clusters Score -5640545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103886 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5640546.000000 Penalty: 1051.338867
	Iteration 62Q: 3 clusters Score -5640546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103896 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5640548.000000 Penalty: 1051.338867
	Iteration 63Q: 3 clusters Score -5640548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103902 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5640555.500000 Penalty: 1051.338867
	Iteration 64Q: 3 clusters Score -5640556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103902 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5640554.500000 Penalty: 1051.338867
	Iteration 65Q: 3 clusters Score -5640554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103909 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5640562.000000 Penalty: 1051.338867
	Iteration 66Q: 3 clusters Score -5640562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103917 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5640569.500000 Penalty: 1051.338867
	Iteration 67Q: 3 clusters Score -5640570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103924 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5640579.000000 Penalty: 1051.338867
	Iteration 68Q: 3 clusters Score -5640579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103929 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5640578.500000 Penalty: 1051.338867
	Iteration 69Q: 3 clusters Score -5640578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5640581.500000 Penalty: 1051.338867
	Iteration 70Q: 3 clusters Score -5640582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5640581.500000 Penalty: 1051.338867
	Iteration 71F: 3 clusters Score -5640582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -199793.984375 Penalty: 376.864471
	Iteration 0F: 2 clusters Score -199794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -197037.343750 Penalty: 753.728943
	Iteration 0F: 3 clusters Score -197037.3 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -197991.484375 Penalty: 753.728943
	Iteration 1F: 3 clusters Score -197991.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -198105.578125 Penalty: 753.728943
	Iteration 2F: 3 clusters Score -198105.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -198245.859375 Penalty: 753.728943
	Iteration 3F: 3 clusters Score -198245.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -198372.250000 Penalty: 753.728943
	Iteration 4F: 3 clusters Score -198372.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -198492.640625 Penalty: 753.728943
	Iteration 5F: 3 clusters Score -198492.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -198620.437500 Penalty: 753.728943
	Iteration 6F: 3 clusters Score -198620.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -198781.421875 Penalty: 753.728943
	Iteration 7F: 3 clusters Score -198781.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -198961.500000 Penalty: 753.728943
	Iteration 8F: 3 clusters Score -198961.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -199159.625000 Penalty: 753.728943
	Iteration 9F: 3 clusters Score -199159.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -199365.750000 Penalty: 753.728943
	Iteration 10F: 3 clusters Score -199365.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -199561.890625 Penalty: 753.728943
	Iteration 11Q: 3 clusters Score -199561.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -199692.359375 Penalty: 753.728943
	Iteration 12Q: 3 clusters Score -199692.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -199733.734375 Penalty: 753.728943
	Iteration 13Q: 3 clusters Score -199733.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -199748.156250 Penalty: 753.728943
	Iteration 14Q: 3 clusters Score -199748.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -199755.125000 Penalty: 753.728943
	Iteration 15Q: 3 clusters Score -199755.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -199757.515625 Penalty: 753.728943
	Iteration 16Q: 3 clusters Score -199757.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -199758.734375 Penalty: 753.728943
	Iteration 17Q: 3 clusters Score -199758.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -199758.953125 Penalty: 753.728943
	Iteration 18Q: 3 clusters Score -199759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -199758.953125 Penalty: 753.728943
	Iteration 19F: 3 clusters Score -199759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -9010.770508 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -9010.771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8721.144531 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -8721.145 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8776.858398 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -8776.858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8792.417969 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -8792.418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8809.602539 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -8809.603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8813.528320 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -8813.528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8817.255859 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -8817.256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8819.329102 Penalty: 479.375092
	Iteration 6Q: 3 clusters Score -8819.329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8819.329102 Penalty: 479.375092
	Iteration 7F: 3 clusters Score -8819.329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -248327.078125 Penalty: 384.298767
	Iteration 0F: 2 clusters Score -248327.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -245084.359375 Penalty: 768.597534
	Iteration 0F: 3 clusters Score -245084.4 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -246284.796875 Penalty: 768.597534
	Iteration 1F: 3 clusters Score -246284.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -246419.531250 Penalty: 768.597534
	Iteration 2F: 3 clusters Score -246419.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -246539.796875 Penalty: 768.597534
	Iteration 3F: 3 clusters Score -246539.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -246656.703125 Penalty: 768.597534
	Iteration 4F: 3 clusters Score -246656.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -246789.203125 Penalty: 768.597534
	Iteration 5F: 3 clusters Score -246789.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -246971.078125 Penalty: 768.597534
	Iteration 6F: 3 clusters Score -246971.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -247218.343750 Penalty: 768.597534
	Iteration 7F: 3 clusters Score -247218.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -247492.687500 Penalty: 768.597534
	Iteration 8F: 3 clusters Score -247492.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -247721.109375 Penalty: 768.597534
	Iteration 9F: 3 clusters Score -247721.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -247875.218750 Penalty: 768.597534
	Iteration 10Q: 3 clusters Score -247875.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -247939.328125 Penalty: 768.597534
	Iteration 11Q: 3 clusters Score -247939.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -247966.781250 Penalty: 768.597534
	Iteration 12Q: 3 clusters Score -247966.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -247983.203125 Penalty: 768.597534
	Iteration 13Q: 3 clusters Score -247983.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -247993.218750 Penalty: 768.597534
	Iteration 14Q: 3 clusters Score -247993.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -248000.640625 Penalty: 768.597534
	Iteration 15Q: 3 clusters Score -248000.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -248010.218750 Penalty: 768.597534
	Iteration 16Q: 3 clusters Score -248010.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -248018.500000 Penalty: 768.597534
	Iteration 17Q: 3 clusters Score -248018.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -248023.781250 Penalty: 768.597534
	Iteration 18Q: 3 clusters Score -248023.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -248030.703125 Penalty: 768.597534
	Iteration 19Q: 3 clusters Score -248030.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -248035.046875 Penalty: 768.597534
	Iteration 20F: 3 clusters Score -248035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -248042.031250 Penalty: 768.597534
	Iteration 21Q: 3 clusters Score -248042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -248046.296875 Penalty: 768.597534
	Iteration 22Q: 3 clusters Score -248046.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -248050.484375 Penalty: 768.597534
	Iteration 23Q: 3 clusters Score -248050.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -248054.203125 Penalty: 768.597534
	Iteration 24Q: 3 clusters Score -248054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -248055.812500 Penalty: 768.597534
	Iteration 25Q: 3 clusters Score -248055.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -248056.781250 Penalty: 768.597534
	Iteration 26Q: 3 clusters Score -248056.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -248058.375000 Penalty: 768.597534
	Iteration 27Q: 3 clusters Score -248058.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -248060.000000 Penalty: 768.597534
	Iteration 28Q: 3 clusters Score -248060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -248060.515625 Penalty: 768.597534
	Iteration 29Q: 3 clusters Score -248060.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -248062.359375 Penalty: 768.597534
	Iteration 30Q: 3 clusters Score -248062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -248063.171875 Penalty: 768.597534
	Iteration 31Q: 3 clusters Score -248063.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -248063.515625 Penalty: 768.597534
	Iteration 32Q: 3 clusters Score -248063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -248063.953125 Penalty: 768.597534
	Iteration 33Q: 3 clusters Score -248064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -248064.031250 Penalty: 768.597534
	Iteration 34Q: 3 clusters Score -248064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -248064.031250 Penalty: 768.597534
	Iteration 35F: 3 clusters Score -248064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (300989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300989 members 
Entering Unmasked Estep 
Score: -15992643.000000 Penalty: 573.974731
	Iteration 0F: 2 clusters Score -1.599264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150262 members 
Mstep: Class 2 contains 150727 members 
Entering Unmasked Estep 
Score: -15809793.000000 Penalty: 1147.949463
	Iteration 0F: 3 clusters Score -1.580979e+07 nChanged 148294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143612 members 
Mstep: Class 2 contains 157377 members 
Entering Unmasked Estep 
Score: -15902491.000000 Penalty: 1147.949463
	Iteration 1F: 3 clusters Score -1.590249e+07 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136488 members 
Mstep: Class 2 contains 164501 members 
Entering Unmasked Estep 
Score: -15906724.000000 Penalty: 1147.949463
	Iteration 2Q: 3 clusters Score -1.590672e+07 nChanged 14287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125925 members 
Mstep: Class 2 contains 175064 members 
Entering Unmasked Estep 
Score: -15913323.000000 Penalty: 1147.949463
	Iteration 3Q: 3 clusters Score -1.591332e+07 nChanged 17833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111070 members 
Mstep: Class 2 contains 189919 members 
Entering Unmasked Estep 
Score: -15923957.000000 Penalty: 1147.949463
	Iteration 4F: 3 clusters Score -1.592396e+07 nChanged 21475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92125 members 
Mstep: Class 2 contains 208864 members 
Entering Unmasked Estep 
Score: -15940095.000000 Penalty: 1147.949463
	Iteration 5F: 3 clusters Score -1.59401e+07 nChanged 22263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72040 members 
Mstep: Class 2 contains 228949 members 
Entering Unmasked Estep 
Score: -15958028.000000 Penalty: 1147.949463
	Iteration 6F: 3 clusters Score -1.595803e+07 nChanged 20327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 247824 members 
Entering Unmasked Estep 
Score: -15973588.000000 Penalty: 1147.949463
	Iteration 7F: 3 clusters Score -1.597359e+07 nChanged 15795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 262635 members 
Entering Unmasked Estep 
Score: -15983554.000000 Penalty: 1147.949463
	Iteration 8F: 3 clusters Score -1.598355e+07 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 273527 members 
Entering Unmasked Estep 
Score: -15992517.000000 Penalty: 1147.949463
	Iteration 9Q: 3 clusters Score -1.599252e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 281483 members 
Entering Unmasked Estep 
Score: -15996606.000000 Penalty: 1147.949463
	Iteration 10Q: 3 clusters Score -1.599661e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 286842 members 
Entering Unmasked Estep 
Score: -15998157.000000 Penalty: 1147.949463
	Iteration 11Q: 3 clusters Score -1.599816e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 290123 members 
Entering Unmasked Estep 
Score: -15998655.000000 Penalty: 1147.949463
	Iteration 12Q: 3 clusters Score -1.599866e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 292021 members 
Entering Unmasked Estep 
Score: -15998619.000000 Penalty: 1147.949463
	Iteration 13Q: 3 clusters Score -1.599862e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 293128 members 
Entering Unmasked Estep 
Score: -15998426.000000 Penalty: 1147.949463
	Iteration 14Q: 3 clusters Score -1.599843e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 293796 members 
Entering Unmasked Estep 
Score: -15998332.000000 Penalty: 1147.949463
	Iteration 15Q: 3 clusters Score -1.599833e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 294169 members 
Entering Unmasked Estep 
Score: -15998230.000000 Penalty: 1147.949463
	Iteration 16Q: 3 clusters Score -1.599823e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 294397 members 
Entering Unmasked Estep 
Score: -15998207.000000 Penalty: 1147.949463
	Iteration 17Q: 3 clusters Score -1.599821e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 294547 members 
Entering Unmasked Estep 
Score: -15998184.000000 Penalty: 1147.949463
	Iteration 18Q: 3 clusters Score -1.599818e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 294632 members 
Entering Unmasked Estep 
Score: -15998052.000000 Penalty: 1147.949463
	Iteration 19Q: 3 clusters Score -1.599805e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 294674 members 
Entering Unmasked Estep 
Score: -15998121.000000 Penalty: 1147.949463
	Iteration 20F: 3 clusters Score -1.599812e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 294622 members 
Entering Unmasked Estep 
Score: -15998138.000000 Penalty: 1147.949463
	Iteration 21Q: 3 clusters Score -1.599814e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 294578 members 
Entering Unmasked Estep 
Score: -15998132.000000 Penalty: 1147.949463
	Iteration 22Q: 3 clusters Score -1.599813e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 294521 members 
Entering Unmasked Estep 
Score: -15998149.000000 Penalty: 1147.949463
	Iteration 23Q: 3 clusters Score -1.599815e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 294444 members 
Entering Unmasked Estep 
Score: -15998125.000000 Penalty: 1147.949463
	Iteration 24Q: 3 clusters Score -1.599812e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 294390 members 
Entering Unmasked Estep 
Score: -15998121.000000 Penalty: 1147.949463
	Iteration 25Q: 3 clusters Score -1.599812e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 294344 members 
Entering Unmasked Estep 
Score: -15998120.000000 Penalty: 1147.949463
	Iteration 26Q: 3 clusters Score -1.599812e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 294289 members 
Entering Unmasked Estep 
Score: -15998170.000000 Penalty: 1147.949463
	Iteration 27Q: 3 clusters Score -1.599817e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 294226 members 
Entering Unmasked Estep 
Score: -15998177.000000 Penalty: 1147.949463
	Iteration 28Q: 3 clusters Score -1.599818e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 294162 members 
Entering Unmasked Estep 
Score: -15998179.000000 Penalty: 1147.949463
	Iteration 29Q: 3 clusters Score -1.599818e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 294110 members 
Entering Unmasked Estep 
Score: -15998190.000000 Penalty: 1147.949463
	Iteration 30Q: 3 clusters Score -1.599819e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 294062 members 
Entering Unmasked Estep 
Score: -15998206.000000 Penalty: 1147.949463
	Iteration 31Q: 3 clusters Score -1.599821e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 293994 members 
Entering Unmasked Estep 
Score: -15998265.000000 Penalty: 1147.949463
	Iteration 32Q: 3 clusters Score -1.599826e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 293941 members 
Entering Unmasked Estep 
Score: -15998254.000000 Penalty: 1147.949463
	Iteration 33Q: 3 clusters Score -1.599825e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 293883 members 
Entering Unmasked Estep 
Score: -15998258.000000 Penalty: 1147.949463
	Iteration 34Q: 3 clusters Score -1.599826e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 293821 members 
Entering Unmasked Estep 
Score: -15998280.000000 Penalty: 1147.949463
	Iteration 35Q: 3 clusters Score -1.599828e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 293775 members 
Entering Unmasked Estep 
Score: -15998319.000000 Penalty: 1147.949463
	Iteration 36Q: 3 clusters Score -1.599832e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 293741 members 
Entering Unmasked Estep 
Score: -15998294.000000 Penalty: 1147.949463
	Iteration 37Q: 3 clusters Score -1.599829e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 293698 members 
Entering Unmasked Estep 
Score: -15998313.000000 Penalty: 1147.949463
	Iteration 38Q: 3 clusters Score -1.599831e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 293652 members 
Entering Unmasked Estep 
Score: -15998298.000000 Penalty: 1147.949463
	Iteration 39Q: 3 clusters Score -1.59983e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 293606 members 
Entering Unmasked Estep 
Score: -15998278.000000 Penalty: 1147.949463
	Iteration 40F: 3 clusters Score -1.599828e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 293559 members 
Entering Unmasked Estep 
Score: -15998317.000000 Penalty: 1147.949463
	Iteration 41Q: 3 clusters Score -1.599832e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 293494 members 
Entering Unmasked Estep 
Score: -15998370.000000 Penalty: 1147.949463
	Iteration 42Q: 3 clusters Score -1.599837e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 293408 members 
Entering Unmasked Estep 
Score: -15998399.000000 Penalty: 1147.949463
	Iteration 43Q: 3 clusters Score -1.59984e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 293321 members 
Entering Unmasked Estep 
Score: -15998434.000000 Penalty: 1147.949463
	Iteration 44Q: 3 clusters Score -1.599843e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 293230 members 
Entering Unmasked Estep 
Score: -15998453.000000 Penalty: 1147.949463
	Iteration 45Q: 3 clusters Score -1.599845e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 293160 members 
Entering Unmasked Estep 
Score: -15998506.000000 Penalty: 1147.949463
	Iteration 46Q: 3 clusters Score -1.599851e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 293079 members 
Entering Unmasked Estep 
Score: -15998534.000000 Penalty: 1147.949463
	Iteration 47Q: 3 clusters Score -1.599853e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 293016 members 
Entering Unmasked Estep 
Score: -15998568.000000 Penalty: 1147.949463
	Iteration 48Q: 3 clusters Score -1.599857e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 292965 members 
Entering Unmasked Estep 
Score: -15998577.000000 Penalty: 1147.949463
	Iteration 49Q: 3 clusters Score -1.599858e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 292925 members 
Entering Unmasked Estep 
Score: -15998617.000000 Penalty: 1147.949463
	Iteration 50Q: 3 clusters Score -1.599862e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 292892 members 
Entering Unmasked Estep 
Score: -15998626.000000 Penalty: 1147.949463
	Iteration 51Q: 3 clusters Score -1.599863e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 292866 members 
Entering Unmasked Estep 
Score: -15998623.000000 Penalty: 1147.949463
	Iteration 52Q: 3 clusters Score -1.599862e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 292848 members 
Entering Unmasked Estep 
Score: -15998637.000000 Penalty: 1147.949463
	Iteration 53Q: 3 clusters Score -1.599864e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 292834 members 
Entering Unmasked Estep 
Score: -15998654.000000 Penalty: 1147.949463
	Iteration 54Q: 3 clusters Score -1.599865e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 292824 members 
Entering Unmasked Estep 
Score: -15998645.000000 Penalty: 1147.949463
	Iteration 55Q: 3 clusters Score -1.599864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 292813 members 
Entering Unmasked Estep 
Score: -15998631.000000 Penalty: 1147.949463
	Iteration 56Q: 3 clusters Score -1.599863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 292807 members 
Entering Unmasked Estep 
Score: -15998641.000000 Penalty: 1147.949463
	Iteration 57Q: 3 clusters Score -1.599864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 292797 members 
Entering Unmasked Estep 
Score: -15998626.000000 Penalty: 1147.949463
	Iteration 58Q: 3 clusters Score -1.599863e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 292786 members 
Entering Unmasked Estep 
Score: -15998626.000000 Penalty: 1147.949463
	Iteration 59Q: 3 clusters Score -1.599863e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 292777 members 
Entering Unmasked Estep 
Score: -15998632.000000 Penalty: 1147.949463
	Iteration 60F: 3 clusters Score -1.599863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 292772 members 
Entering Unmasked Estep 
Score: -15998633.000000 Penalty: 1147.949463
	Iteration 61Q: 3 clusters Score -1.599863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 292766 members 
Entering Unmasked Estep 
Score: -15998627.000000 Penalty: 1147.949463
	Iteration 62Q: 3 clusters Score -1.599863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 292764 members 
Entering Unmasked Estep 
Score: -15998617.000000 Penalty: 1147.949463
	Iteration 63Q: 3 clusters Score -1.599862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 292761 members 
Entering Unmasked Estep 
Score: -15998603.000000 Penalty: 1147.949463
	Iteration 64Q: 3 clusters Score -1.59986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 292758 members 
Entering Unmasked Estep 
Score: -15998599.000000 Penalty: 1147.949463
	Iteration 65Q: 3 clusters Score -1.59986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 292754 members 
Entering Unmasked Estep 
Score: -15998609.000000 Penalty: 1147.949463
	Iteration 66Q: 3 clusters Score -1.599861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 292746 members 
Entering Unmasked Estep 
Score: -15998608.000000 Penalty: 1147.949463
	Iteration 67Q: 3 clusters Score -1.599861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 292741 members 
Entering Unmasked Estep 
Score: -15998617.000000 Penalty: 1147.949463
	Iteration 68Q: 3 clusters Score -1.599862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 292740 members 
Entering Unmasked Estep 
Score: -15998616.000000 Penalty: 1147.949463
	Iteration 69Q: 3 clusters Score -1.599862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 292740 members 
Entering Unmasked Estep 
Score: -15998633.000000 Penalty: 1147.949463
	Iteration 70Q: 3 clusters Score -1.599863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 292737 members 
Entering Unmasked Estep 
Score: -15998615.000000 Penalty: 1147.949463
	Iteration 71Q: 3 clusters Score -1.599862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 292736 members 
Entering Unmasked Estep 
Score: -15998617.000000 Penalty: 1147.949463
	Iteration 72Q: 3 clusters Score -1.599862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 292732 members 
Entering Unmasked Estep 
Score: -15998623.000000 Penalty: 1147.949463
	Iteration 73Q: 3 clusters Score -1.599862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 292730 members 
Entering Unmasked Estep 
Score: -15998630.000000 Penalty: 1147.949463
	Iteration 74Q: 3 clusters Score -1.599863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 292728 members 
Entering Unmasked Estep 
Score: -15998629.000000 Penalty: 1147.949463
	Iteration 75Q: 3 clusters Score -1.599863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 292726 members 
Entering Unmasked Estep 
Score: -15998620.000000 Penalty: 1147.949463
	Iteration 76Q: 3 clusters Score -1.599862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 292725 members 
Entering Unmasked Estep 
Score: -15998619.000000 Penalty: 1147.949463
	Iteration 77Q: 3 clusters Score -1.599862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 292720 members 
Entering Unmasked Estep 
Score: -15998645.000000 Penalty: 1147.949463
	Iteration 78Q: 3 clusters Score -1.599864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 292714 members 
Entering Unmasked Estep 
Score: -15998650.000000 Penalty: 1147.949463
	Iteration 79Q: 3 clusters Score -1.599865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 292708 members 
Entering Unmasked Estep 
Score: -15998639.000000 Penalty: 1147.949463
	Iteration 80F: 3 clusters Score -1.599864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 292701 members 
Entering Unmasked Estep 
Score: -15998631.000000 Penalty: 1147.949463
	Iteration 81Q: 3 clusters Score -1.599863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 292695 members 
Entering Unmasked Estep 
Score: -15998664.000000 Penalty: 1147.949463
	Iteration 82Q: 3 clusters Score -1.599866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 292690 members 
Entering Unmasked Estep 
Score: -15998674.000000 Penalty: 1147.949463
	Iteration 83Q: 3 clusters Score -1.599867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 292684 members 
Entering Unmasked Estep 
Score: -15998667.000000 Penalty: 1147.949463
	Iteration 84Q: 3 clusters Score -1.599867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 292678 members 
Entering Unmasked Estep 
Score: -15998667.000000 Penalty: 1147.949463
	Iteration 85Q: 3 clusters Score -1.599867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 292671 members 
Entering Unmasked Estep 
Score: -15998670.000000 Penalty: 1147.949463
	Iteration 86Q: 3 clusters Score -1.599867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 292663 members 
Entering Unmasked Estep 
Score: -15998671.000000 Penalty: 1147.949463
	Iteration 87Q: 3 clusters Score -1.599867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 292655 members 
Entering Unmasked Estep 
Score: -15998677.000000 Penalty: 1147.949463
	Iteration 88Q: 3 clusters Score -1.599868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 292643 members 
Entering Unmasked Estep 
Score: -15998679.000000 Penalty: 1147.949463
	Iteration 89Q: 3 clusters Score -1.599868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 292639 members 
Entering Unmasked Estep 
Score: -15998674.000000 Penalty: 1147.949463
	Iteration 90Q: 3 clusters Score -1.599867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 292632 members 
Entering Unmasked Estep 
Score: -15998686.000000 Penalty: 1147.949463
	Iteration 91Q: 3 clusters Score -1.599869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 292626 members 
Entering Unmasked Estep 
Score: -15998696.000000 Penalty: 1147.949463
	Iteration 92Q: 3 clusters Score -1.59987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 292617 members 
Entering Unmasked Estep 
Score: -15998679.000000 Penalty: 1147.949463
	Iteration 93Q: 3 clusters Score -1.599868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 292610 members 
Entering Unmasked Estep 
Score: -15998684.000000 Penalty: 1147.949463
	Iteration 94Q: 3 clusters Score -1.599868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 292603 members 
Entering Unmasked Estep 
Score: -15998699.000000 Penalty: 1147.949463
	Iteration 95Q: 3 clusters Score -1.59987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 292598 members 
Entering Unmasked Estep 
Score: -15998695.000000 Penalty: 1147.949463
	Iteration 96Q: 3 clusters Score -1.59987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 292593 members 
Entering Unmasked Estep 
Score: -15998703.000000 Penalty: 1147.949463
	Iteration 97Q: 3 clusters Score -1.59987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 292586 members 
Entering Unmasked Estep 
Score: -15998703.000000 Penalty: 1147.949463
	Iteration 98Q: 3 clusters Score -1.59987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 292579 members 
Entering Unmasked Estep 
Score: -15998702.000000 Penalty: 1147.949463
	Iteration 99Q: 3 clusters Score -1.59987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 292569 members 
Entering Unmasked Estep 
Score: -15998704.000000 Penalty: 1147.949463
	Iteration 100F: 3 clusters Score -1.59987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 292558 members 
Entering Unmasked Estep 
Score: -15998715.000000 Penalty: 1147.949463
	Iteration 101Q: 3 clusters Score -1.599872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 292553 members 
Entering Unmasked Estep 
Score: -15998717.000000 Penalty: 1147.949463
	Iteration 102Q: 3 clusters Score -1.599872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 292549 members 
Entering Unmasked Estep 
Score: -15998724.000000 Penalty: 1147.949463
	Iteration 103Q: 3 clusters Score -1.599872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 292545 members 
Entering Unmasked Estep 
Score: -15998729.000000 Penalty: 1147.949463
	Iteration 104Q: 3 clusters Score -1.599873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 292542 members 
Entering Unmasked Estep 
Score: -15998731.000000 Penalty: 1147.949463
	Iteration 105Q: 3 clusters Score -1.599873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 292537 members 
Entering Unmasked Estep 
Score: -15998734.000000 Penalty: 1147.949463
	Iteration 106Q: 3 clusters Score -1.599873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 292528 members 
Entering Unmasked Estep 
Score: -15998765.000000 Penalty: 1147.949463
	Iteration 107Q: 3 clusters Score -1.599876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 292526 members 
Entering Unmasked Estep 
Score: -15998764.000000 Penalty: 1147.949463
	Iteration 108Q: 3 clusters Score -1.599876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 292522 members 
Entering Unmasked Estep 
Score: -15998758.000000 Penalty: 1147.949463
	Iteration 109Q: 3 clusters Score -1.599876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 292517 members 
Entering Unmasked Estep 
Score: -15998756.000000 Penalty: 1147.949463
	Iteration 110Q: 3 clusters Score -1.599876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 292509 members 
Entering Unmasked Estep 
Score: -15998740.000000 Penalty: 1147.949463
	Iteration 111Q: 3 clusters Score -1.599874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 292503 members 
Entering Unmasked Estep 
Score: -15998757.000000 Penalty: 1147.949463
	Iteration 112Q: 3 clusters Score -1.599876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 292501 members 
Entering Unmasked Estep 
Score: -15998752.000000 Penalty: 1147.949463
	Iteration 113Q: 3 clusters Score -1.599875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 292500 members 
Entering Unmasked Estep 
Score: -15998744.000000 Penalty: 1147.949463
	Iteration 114Q: 3 clusters Score -1.599874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 292499 members 
Entering Unmasked Estep 
Score: -15998753.000000 Penalty: 1147.949463
	Iteration 115Q: 3 clusters Score -1.599875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 292498 members 
Entering Unmasked Estep 
Score: -15998748.000000 Penalty: 1147.949463
	Iteration 116Q: 3 clusters Score -1.599875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 292497 members 
Entering Unmasked Estep 
Score: -15998745.000000 Penalty: 1147.949463
	Iteration 117Q: 3 clusters Score -1.599874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 292496 members 
Entering Unmasked Estep 
Score: -15998750.000000 Penalty: 1147.949463
	Iteration 118Q: 3 clusters Score -1.599875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 292496 members 
Entering Unmasked Estep 
Score: -15998750.000000 Penalty: 1147.949463
	Iteration 119F: 3 clusters Score -1.599875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 171 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 104107 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 8493 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 67115 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 1555 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24009 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 161 members 
Mstep: Class 29 contains 162 members 
Mstep: Class 30 contains 292496 members 
Entering Unmasked Estep 
Score: -27458524.000000 Penalty: 18004.318359
Splitting cluster 12 changes total score from -27452538.000000 to -27458524.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (6188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Entering Unmasked Estep 
Score: -303876.343750 Penalty: 397.231720
	Iteration 0F: 2 clusters Score -303876.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -299694.875000 Penalty: 794.463440
	Iteration 0F: 3 clusters Score -299694.9 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -301193.406250 Penalty: 794.463440
	Iteration 1F: 3 clusters Score -301193.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -301395.406250 Penalty: 794.463440
	Iteration 2F: 3 clusters Score -301395.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -301619.093750 Penalty: 794.463440
	Iteration 3F: 3 clusters Score -301619.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -301920.593750 Penalty: 794.463440
	Iteration 4F: 3 clusters Score -301920.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -302238.281250 Penalty: 794.463440
	Iteration 5F: 3 clusters Score -302238.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -302469.031250 Penalty: 794.463440
	Iteration 6F: 3 clusters Score -302469 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -302665.187500 Penalty: 794.463440
	Iteration 7Q: 3 clusters Score -302665.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -302835.593750 Penalty: 794.463440
	Iteration 8Q: 3 clusters Score -302835.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -302954.687500 Penalty: 794.463440
	Iteration 9Q: 3 clusters Score -302954.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -303024.187500 Penalty: 794.463440
	Iteration 10Q: 3 clusters Score -303024.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -303069.343750 Penalty: 794.463440
	Iteration 11Q: 3 clusters Score -303069.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -303090.343750 Penalty: 794.463440
	Iteration 12Q: 3 clusters Score -303090.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -303101.937500 Penalty: 794.463440
	Iteration 13Q: 3 clusters Score -303101.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -303111.625000 Penalty: 794.463440
	Iteration 14Q: 3 clusters Score -303111.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -303115.781250 Penalty: 794.463440
	Iteration 15Q: 3 clusters Score -303115.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -303118.281250 Penalty: 794.463440
	Iteration 16Q: 3 clusters Score -303118.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -303118.937500 Penalty: 794.463440
	Iteration 17Q: 3 clusters Score -303118.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -303119.593750 Penalty: 794.463440
	Iteration 18Q: 3 clusters Score -303119.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -303120.843750 Penalty: 794.463440
	Iteration 19Q: 3 clusters Score -303120.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -303121.906250 Penalty: 794.463440
	Iteration 20F: 3 clusters Score -303121.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -303122.750000 Penalty: 794.463440
	Iteration 21Q: 3 clusters Score -303122.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -303122.343750 Penalty: 794.463440
	Iteration 22Q: 3 clusters Score -303122.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -303123.312500 Penalty: 794.463440
	Iteration 23Q: 3 clusters Score -303123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -303123.718750 Penalty: 794.463440
	Iteration 24Q: 3 clusters Score -303123.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -303123.437500 Penalty: 794.463440
	Iteration 25Q: 3 clusters Score -303123.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -303123.968750 Penalty: 794.463440
	Iteration 26Q: 3 clusters Score -303124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -303124.093750 Penalty: 794.463440
	Iteration 27Q: 3 clusters Score -303124.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -303124.093750 Penalty: 794.463440
	Iteration 28F: 3 clusters Score -303124.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -33461.640625 Penalty: 299.482147
	Iteration 0F: 2 clusters Score -33461.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -32837.535156 Penalty: 598.964294
	Iteration 0F: 3 clusters Score -32837.54 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -33025.921875 Penalty: 598.964294
	Iteration 1F: 3 clusters Score -33025.92 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -33062.410156 Penalty: 598.964294
	Iteration 2F: 3 clusters Score -33062.41 nChanged 37
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: -33088.351562 Penalty: 598.964294
	Iteration 3F: 3 clusters Score -33088.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -33102.855469 Penalty: 598.964294
	Iteration 4Q: 3 clusters Score -33102.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -33112.515625 Penalty: 598.964294
	Iteration 5Q: 3 clusters Score -33112.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -33121.628906 Penalty: 598.964294
	Iteration 6Q: 3 clusters Score -33121.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -33128.988281 Penalty: 598.964294
	Iteration 7Q: 3 clusters Score -33128.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -33138.917969 Penalty: 598.964294
	Iteration 8Q: 3 clusters Score -33138.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -33148.535156 Penalty: 598.964294
	Iteration 9Q: 3 clusters Score -33148.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -33154.843750 Penalty: 598.964294
	Iteration 10Q: 3 clusters Score -33154.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -33161.925781 Penalty: 598.964294
	Iteration 11Q: 3 clusters Score -33161.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -33167.359375 Penalty: 598.964294
	Iteration 12Q: 3 clusters Score -33167.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -33171.070312 Penalty: 598.964294
	Iteration 13Q: 3 clusters Score -33171.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33173.476562 Penalty: 598.964294
	Iteration 14Q: 3 clusters Score -33173.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -33175.460938 Penalty: 598.964294
	Iteration 15Q: 3 clusters Score -33175.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -33176.777344 Penalty: 598.964294
	Iteration 16Q: 3 clusters Score -33176.78 nChanged 2
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: -33177.097656 Penalty: 598.964294
	Iteration 17Q: 3 clusters Score -33177.1 nChanged 1
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: -33177.218750 Penalty: 598.964294
	Iteration 18Q: 3 clusters Score -33177.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -33177.769531 Penalty: 598.964294
	Iteration 19Q: 3 clusters Score -33177.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -33177.832031 Penalty: 598.964294
	Iteration 20F: 3 clusters Score -33177.83 nChanged 1
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: -33178.156250 Penalty: 598.964294
	Iteration 21Q: 3 clusters Score -33178.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33179.117188 Penalty: 598.964294
	Iteration 22Q: 3 clusters Score -33179.12 nChanged 3
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: -33179.820312 Penalty: 598.964294
	Iteration 23Q: 3 clusters Score -33179.82 nChanged 0
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: -33179.820312 Penalty: 598.964294
	Iteration 24F: 3 clusters Score -33179.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (67115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Entering Unmasked Estep 
Score: -3398760.500000 Penalty: 505.694397
	Iteration 0F: 2 clusters Score -3398760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -3353454.500000 Penalty: 1011.388794
	Iteration 0F: 3 clusters Score -3353454 nChanged 32538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -3374223.250000 Penalty: 1011.388794
	Iteration 1F: 3 clusters Score -3374223 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3376512.250000 Penalty: 1011.388794
	Iteration 2F: 3 clusters Score -3376512 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3379745.000000 Penalty: 1011.388794
	Iteration 3F: 3 clusters Score -3379745 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3383261.750000 Penalty: 1011.388794
	Iteration 4F: 3 clusters Score -3383262 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3386442.000000 Penalty: 1011.388794
	Iteration 5F: 3 clusters Score -3386442 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3388687.000000 Penalty: 1011.388794
	Iteration 6Q: 3 clusters Score -3388687 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3390028.000000 Penalty: 1011.388794
	Iteration 7Q: 3 clusters Score -3390028 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -3390804.250000 Penalty: 1011.388794
	Iteration 8Q: 3 clusters Score -3390804 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -3391523.250000 Penalty: 1011.388794
	Iteration 9Q: 3 clusters Score -3391523 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3392242.000000 Penalty: 1011.388794
	Iteration 10Q: 3 clusters Score -3392242 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3392995.750000 Penalty: 1011.388794
	Iteration 11Q: 3 clusters Score -3392996 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3393729.250000 Penalty: 1011.388794
	Iteration 12Q: 3 clusters Score -3393729 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61732 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -3394519.500000 Penalty: 1011.388794
	Iteration 13Q: 3 clusters Score -3394520 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3395298.250000 Penalty: 1011.388794
	Iteration 14Q: 3 clusters Score -3395298 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3396000.000000 Penalty: 1011.388794
	Iteration 15Q: 3 clusters Score -3396000 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3396606.500000 Penalty: 1011.388794
	Iteration 16Q: 3 clusters Score -3396606 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3397077.250000 Penalty: 1011.388794
	Iteration 17Q: 3 clusters Score -3397077 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3397474.500000 Penalty: 1011.388794
	Iteration 18Q: 3 clusters Score -3397474 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66197 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3397747.750000 Penalty: 1011.388794
	Iteration 19Q: 3 clusters Score -3397748 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66460 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3397936.000000 Penalty: 1011.388794
	Iteration 20F: 3 clusters Score -3397936 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3398058.750000 Penalty: 1011.388794
	Iteration 21Q: 3 clusters Score -3398059 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3398146.000000 Penalty: 1011.388794
	Iteration 22Q: 3 clusters Score -3398146 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66811 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3398204.500000 Penalty: 1011.388794
	Iteration 23Q: 3 clusters Score -3398204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3398252.250000 Penalty: 1011.388794
	Iteration 24Q: 3 clusters Score -3398252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66889 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3398280.500000 Penalty: 1011.388794
	Iteration 25Q: 3 clusters Score -3398280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66916 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3398301.250000 Penalty: 1011.388794
	Iteration 26Q: 3 clusters Score -3398301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3398315.750000 Penalty: 1011.388794
	Iteration 27Q: 3 clusters Score -3398316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3398327.250000 Penalty: 1011.388794
	Iteration 28Q: 3 clusters Score -3398327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66959 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3398330.750000 Penalty: 1011.388794
	Iteration 29Q: 3 clusters Score -3398331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66962 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3398338.500000 Penalty: 1011.388794
	Iteration 30Q: 3 clusters Score -3398338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66969 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3398340.500000 Penalty: 1011.388794
	Iteration 31Q: 3 clusters Score -3398340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3398348.000000 Penalty: 1011.388794
	Iteration 32Q: 3 clusters Score -3398348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3398348.750000 Penalty: 1011.388794
	Iteration 33Q: 3 clusters Score -3398349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3398348.250000 Penalty: 1011.388794
	Iteration 34Q: 3 clusters Score -3398348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3398351.500000 Penalty: 1011.388794
	Iteration 35Q: 3 clusters Score -3398352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3398349.500000 Penalty: 1011.388794
	Iteration 36Q: 3 clusters Score -3398350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3398352.750000 Penalty: 1011.388794
	Iteration 37Q: 3 clusters Score -3398353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3398353.750000 Penalty: 1011.388794
	Iteration 38Q: 3 clusters Score -3398354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3398352.500000 Penalty: 1011.388794
	Iteration 39Q: 3 clusters Score -3398352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66984 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3398356.750000 Penalty: 1011.388794
	Iteration 40F: 3 clusters Score -3398357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -3398358.000000 Penalty: 1011.388794
	Iteration 41Q: 3 clusters Score -3398358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3398356.750000 Penalty: 1011.388794
	Iteration 42Q: 3 clusters Score -3398357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -3398360.500000 Penalty: 1011.388794
	Iteration 43Q: 3 clusters Score -3398360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66993 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -3398361.750000 Penalty: 1011.388794
	Iteration 44Q: 3 clusters Score -3398362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -3398363.000000 Penalty: 1011.388794
	Iteration 45Q: 3 clusters Score -3398363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -3398360.250000 Penalty: 1011.388794
	Iteration 46Q: 3 clusters Score -3398360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -3398360.250000 Penalty: 1011.388794
	Iteration 47F: 3 clusters Score -3398360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -15056.624023 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -15056.62 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 169 members 
Entering Unmasked Estep 
Score: -14674.814453 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -14674.81 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14786.876953 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -14786.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14887.657227 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -14887.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15158.585938 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -15158.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15350.684570 Penalty: 534.873962
	Iteration 4F: 3 clusters Score -15350.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -15402.289062 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -15402.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -15462.163086 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -15462.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -15464.286133 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -15464.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -15464.286133 Penalty: 534.873962
	Iteration 8F: 3 clusters Score -15464.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 171 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 104107 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 8493 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 67115 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 1555 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24009 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 161 members 
Mstep: Class 29 contains 162 members 
Mstep: Class 30 contains 292496 members 
Mstep: Class 31 contains 32 members 
Entering Unmasked Estep 
Score: -27458602.000000 Penalty: 18604.462891
Splitting cluster 16 changes total score from -27452538.000000 to -27458602.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -26515.632812 Penalty: 285.758026
	Iteration 0F: 2 clusters Score -26515.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26008.050781 Penalty: 571.516052
	Iteration 0F: 3 clusters Score -26008.05 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26122.044922 Penalty: 571.516052
	Iteration 1F: 3 clusters Score -26122.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26155.558594 Penalty: 571.516052
	Iteration 2F: 3 clusters Score -26155.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26188.322266 Penalty: 571.516052
	Iteration 3F: 3 clusters Score -26188.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26218.332031 Penalty: 571.516052
	Iteration 4F: 3 clusters Score -26218.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26244.041016 Penalty: 571.516052
	Iteration 5F: 3 clusters Score -26244.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26262.238281 Penalty: 571.516052
	Iteration 6Q: 3 clusters Score -26262.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26276.470703 Penalty: 571.516052
	Iteration 7Q: 3 clusters Score -26276.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26284.316406 Penalty: 571.516052
	Iteration 8Q: 3 clusters Score -26284.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26290.242188 Penalty: 571.516052
	Iteration 9Q: 3 clusters Score -26290.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26294.453125 Penalty: 571.516052
	Iteration 10Q: 3 clusters Score -26294.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26294.623047 Penalty: 571.516052
	Iteration 11Q: 3 clusters Score -26294.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26294.623047 Penalty: 571.516052
	Iteration 12F: 3 clusters Score -26294.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -54365.558594 Penalty: 316.997009
	Iteration 0F: 2 clusters Score -54365.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -53520.132812 Penalty: 633.994019
	Iteration 0F: 3 clusters Score -53520.13 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -53755.546875 Penalty: 633.994019
	Iteration 1F: 3 clusters Score -53755.55 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -53803.781250 Penalty: 633.994019
	Iteration 2F: 3 clusters Score -53803.78 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -53833.808594 Penalty: 633.994019
	Iteration 3F: 3 clusters Score -53833.81 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -53866.066406 Penalty: 633.994019
	Iteration 4F: 3 clusters Score -53866.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -53888.218750 Penalty: 633.994019
	Iteration 5Q: 3 clusters Score -53888.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -53910.218750 Penalty: 633.994019
	Iteration 6Q: 3 clusters Score -53910.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -53932.468750 Penalty: 633.994019
	Iteration 7Q: 3 clusters Score -53932.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53957.710938 Penalty: 633.994019
	Iteration 8Q: 3 clusters Score -53957.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53996.574219 Penalty: 633.994019
	Iteration 9Q: 3 clusters Score -53996.57 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54053.351562 Penalty: 633.994019
	Iteration 10F: 3 clusters Score -54053.35 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54086.582031 Penalty: 633.994019
	Iteration 11Q: 3 clusters Score -54086.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54101.039062 Penalty: 633.994019
	Iteration 12Q: 3 clusters Score -54101.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54114.996094 Penalty: 633.994019
	Iteration 13Q: 3 clusters Score -54115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54125.531250 Penalty: 633.994019
	Iteration 14Q: 3 clusters Score -54125.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54129.250000 Penalty: 633.994019
	Iteration 15Q: 3 clusters Score -54129.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54131.324219 Penalty: 633.994019
	Iteration 16Q: 3 clusters Score -54131.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54136.496094 Penalty: 633.994019
	Iteration 17Q: 3 clusters Score -54136.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54141.531250 Penalty: 633.994019
	Iteration 18Q: 3 clusters Score -54141.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54144.371094 Penalty: 633.994019
	Iteration 19Q: 3 clusters Score -54144.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54145.238281 Penalty: 633.994019
	Iteration 20F: 3 clusters Score -54145.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54146.113281 Penalty: 633.994019
	Iteration 21Q: 3 clusters Score -54146.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54147.910156 Penalty: 633.994019
	Iteration 22Q: 3 clusters Score -54147.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54148.902344 Penalty: 633.994019
	Iteration 23Q: 3 clusters Score -54148.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54149.781250 Penalty: 633.994019
	Iteration 24Q: 3 clusters Score -54149.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -54151.351562 Penalty: 633.994019
	Iteration 25Q: 3 clusters Score -54151.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54152.968750 Penalty: 633.994019
	Iteration 26Q: 3 clusters Score -54152.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54153.535156 Penalty: 633.994019
	Iteration 27Q: 3 clusters Score -54153.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54154.085938 Penalty: 633.994019
	Iteration 28Q: 3 clusters Score -54154.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54154.085938 Penalty: 633.994019
	Iteration 29F: 3 clusters Score -54154.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7066.568359 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7066.568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6809.499023 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -6809.499 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6870.562988 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -6870.563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6880.339355 Penalty: 454.746338
	Iteration 2Q: 3 clusters Score -6880.339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6882.411133 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -6882.411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6882.411133 Penalty: 454.746338
	Iteration 4F: 3 clusters Score -6882.411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -45869.601562 Penalty: 315.603607
	Iteration 0F: 2 clusters Score -45869.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -45048.101562 Penalty: 631.207214
	Iteration 0F: 3 clusters Score -45048.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -45386.695312 Penalty: 631.207214
	Iteration 1F: 3 clusters Score -45386.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -45566.160156 Penalty: 631.207214
	Iteration 2F: 3 clusters Score -45566.16 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -45693.218750 Penalty: 631.207214
	Iteration 3F: 3 clusters Score -45693.22 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -45781.574219 Penalty: 631.207214
	Iteration 4F: 3 clusters Score -45781.57 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -45867.277344 Penalty: 631.207214
	Iteration 5F: 3 clusters Score -45867.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -45923.101562 Penalty: 631.207214
	Iteration 6Q: 3 clusters Score -45923.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -45952.738281 Penalty: 631.207214
	Iteration 7Q: 3 clusters Score -45952.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -45983.394531 Penalty: 631.207214
	Iteration 8Q: 3 clusters Score -45983.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -46009.585938 Penalty: 631.207214
	Iteration 9Q: 3 clusters Score -46009.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -46025.566406 Penalty: 631.207214
	Iteration 10Q: 3 clusters Score -46025.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -46032.277344 Penalty: 631.207214
	Iteration 11Q: 3 clusters Score -46032.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -46042.289062 Penalty: 631.207214
	Iteration 12Q: 3 clusters Score -46042.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -46055.707031 Penalty: 631.207214
	Iteration 13Q: 3 clusters Score -46055.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -46066.339844 Penalty: 631.207214
	Iteration 14Q: 3 clusters Score -46066.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -46072.218750 Penalty: 631.207214
	Iteration 15Q: 3 clusters Score -46072.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -46077.472656 Penalty: 631.207214
	Iteration 16Q: 3 clusters Score -46077.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -46084.812500 Penalty: 631.207214
	Iteration 17Q: 3 clusters Score -46084.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -46090.957031 Penalty: 631.207214
	Iteration 18Q: 3 clusters Score -46090.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -46093.730469 Penalty: 631.207214
	Iteration 19Q: 3 clusters Score -46093.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -46097.437500 Penalty: 631.207214
	Iteration 20F: 3 clusters Score -46097.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -46100.175781 Penalty: 631.207214
	Iteration 21Q: 3 clusters Score -46100.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -46103.343750 Penalty: 631.207214
	Iteration 22Q: 3 clusters Score -46103.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -46111.769531 Penalty: 631.207214
	Iteration 23Q: 3 clusters Score -46111.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -46116.382812 Penalty: 631.207214
	Iteration 24Q: 3 clusters Score -46116.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -46120.562500 Penalty: 631.207214
	Iteration 25Q: 3 clusters Score -46120.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -46122.546875 Penalty: 631.207214
	Iteration 26Q: 3 clusters Score -46122.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -46123.066406 Penalty: 631.207214
	Iteration 27Q: 3 clusters Score -46123.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -46125.316406 Penalty: 631.207214
	Iteration 28Q: 3 clusters Score -46125.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -46125.992188 Penalty: 631.207214
	Iteration 29Q: 3 clusters Score -46125.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -46126.328125 Penalty: 631.207214
	Iteration 30Q: 3 clusters Score -46126.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -46126.328125 Penalty: 631.207214
	Iteration 31F: 3 clusters Score -46126.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 171 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 104107 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 8493 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 67115 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 421 members 
Mstep: Class 21 contains 1555 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24009 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 161 members 
Mstep: Class 29 contains 162 members 
Mstep: Class 30 contains 292496 members 
Mstep: Class 31 contains 32 members 
Mstep: Class 32 contains 608 members 
Entering Unmasked Estep 
Score: -27458558.000000 Penalty: 19204.605469
Splitting cluster 20 changes total score from -27452538.000000 to -27458558.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -79665.781250 Penalty: 334.390015
	Iteration 0F: 2 clusters Score -79665.78 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 775 members 
Entering Unmasked Estep 
Score: -78524.695312 Penalty: 668.780029
	Iteration 0F: 3 clusters Score -78524.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -78929.265625 Penalty: 668.780029
	Iteration 1F: 3 clusters Score -78929.27 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -79069.500000 Penalty: 668.780029
	Iteration 2F: 3 clusters Score -79069.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -79216.164062 Penalty: 668.780029
	Iteration 3F: 3 clusters Score -79216.16 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -79358.531250 Penalty: 668.780029
	Iteration 4F: 3 clusters Score -79358.53 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -79457.125000 Penalty: 668.780029
	Iteration 5F: 3 clusters Score -79457.12 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -79534.375000 Penalty: 668.780029
	Iteration 6F: 3 clusters Score -79534.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79594.390625 Penalty: 668.780029
	Iteration 7Q: 3 clusters Score -79594.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -79620.953125 Penalty: 668.780029
	Iteration 8Q: 3 clusters Score -79620.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -79641.578125 Penalty: 668.780029
	Iteration 9Q: 3 clusters Score -79641.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -79663.539062 Penalty: 668.780029
	Iteration 10Q: 3 clusters Score -79663.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -79672.015625 Penalty: 668.780029
	Iteration 11Q: 3 clusters Score -79672.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -79673.312500 Penalty: 668.780029
	Iteration 12Q: 3 clusters Score -79673.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -79674.210938 Penalty: 668.780029
	Iteration 13Q: 3 clusters Score -79674.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79674.421875 Penalty: 668.780029
	Iteration 14Q: 3 clusters Score -79674.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -79674.492188 Penalty: 668.780029
	Iteration 15Q: 3 clusters Score -79674.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79674.554688 Penalty: 668.780029
	Iteration 16Q: 3 clusters Score -79674.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79675.226562 Penalty: 668.780029
	Iteration 17Q: 3 clusters Score -79675.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79676.062500 Penalty: 668.780029
	Iteration 18Q: 3 clusters Score -79676.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79676.062500 Penalty: 668.780029
	Iteration 19F: 3 clusters Score -79676.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 171 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 104107 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 8493 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 67115 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 421 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24009 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 161 members 
Mstep: Class 29 contains 162 members 
Mstep: Class 30 contains 292496 members 
Mstep: Class 31 contains 32 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 397 members 
Entering Unmasked Estep 
Score: -27458306.000000 Penalty: 19804.750000
Splitting cluster 21 changes total score from -27452538.000000 to -27458306.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -22067.869141 Penalty: 280.526489
	Iteration 0F: 2 clusters Score -22067.87 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 238 members 
Entering Unmasked Estep 
Score: -21605.169922 Penalty: 561.052979
	Iteration 0F: 3 clusters Score -21605.17 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21753.083984 Penalty: 561.052979
	Iteration 1F: 3 clusters Score -21753.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21791.537109 Penalty: 561.052979
	Iteration 2F: 3 clusters Score -21791.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21838.677734 Penalty: 561.052979
	Iteration 3F: 3 clusters Score -21838.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21867.601562 Penalty: 561.052979
	Iteration 4F: 3 clusters Score -21867.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21885.830078 Penalty: 561.052979
	Iteration 5Q: 3 clusters Score -21885.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21891.587891 Penalty: 561.052979
	Iteration 6Q: 3 clusters Score -21891.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21894.949219 Penalty: 561.052979
	Iteration 7Q: 3 clusters Score -21894.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21899.763672 Penalty: 561.052979
	Iteration 8Q: 3 clusters Score -21899.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21903.138672 Penalty: 561.052979
	Iteration 9Q: 3 clusters Score -21903.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21904.126953 Penalty: 561.052979
	Iteration 10Q: 3 clusters Score -21904.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21904.126953 Penalty: 561.052979
	Iteration 11F: 3 clusters Score -21904.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13168.949219 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -13168.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12859.223633 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -12859.22 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12944.794922 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -12944.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12974.188477 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -12974.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13023.894531 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -13023.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13082.032227 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -13082.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13097.810547 Penalty: 510.127991
	Iteration 5F: 3 clusters Score -13097.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13110.020508 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -13110.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13115.001953 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -13115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13117.728516 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -13117.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13122.545898 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -13122.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13127.999023 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -13128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13130.779297 Penalty: 510.127991
	Iteration 11Q: 3 clusters Score -13130.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13131.787109 Penalty: 510.127991
	Iteration 12Q: 3 clusters Score -13131.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13132.828125 Penalty: 510.127991
	Iteration 13Q: 3 clusters Score -13132.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13135.044922 Penalty: 510.127991
	Iteration 14Q: 3 clusters Score -13135.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13135.044922 Penalty: 510.127991
	Iteration 15F: 3 clusters Score -13135.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -24010.826172 Penalty: 286.685760
	Iteration 0F: 2 clusters Score -24010.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23509.367188 Penalty: 573.371521
	Iteration 0F: 3 clusters Score -23509.37 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23662.724609 Penalty: 573.371521
	Iteration 1F: 3 clusters Score -23662.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23693.150391 Penalty: 573.371521
	Iteration 2F: 3 clusters Score -23693.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23713.714844 Penalty: 573.371521
	Iteration 3Q: 3 clusters Score -23713.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23735.099609 Penalty: 573.371521
	Iteration 4Q: 3 clusters Score -23735.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23742.628906 Penalty: 573.371521
	Iteration 5Q: 3 clusters Score -23742.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -23749.251953 Penalty: 573.371521
	Iteration 6Q: 3 clusters Score -23749.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -23757.599609 Penalty: 573.371521
	Iteration 7Q: 3 clusters Score -23757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23761.861328 Penalty: 573.371521
	Iteration 8Q: 3 clusters Score -23761.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23764.621094 Penalty: 573.371521
	Iteration 9Q: 3 clusters Score -23764.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23769.843750 Penalty: 573.371521
	Iteration 10Q: 3 clusters Score -23769.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -23778.431641 Penalty: 573.371521
	Iteration 11Q: 3 clusters Score -23778.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -23784.238281 Penalty: 573.371521
	Iteration 12Q: 3 clusters Score -23784.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23787.935547 Penalty: 573.371521
	Iteration 13Q: 3 clusters Score -23787.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -23792.494141 Penalty: 573.371521
	Iteration 14Q: 3 clusters Score -23792.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23801.898438 Penalty: 573.371521
	Iteration 15Q: 3 clusters Score -23801.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -23805.345703 Penalty: 573.371521
	Iteration 16Q: 3 clusters Score -23805.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -23811.957031 Penalty: 573.371521
	Iteration 17Q: 3 clusters Score -23811.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23819.611328 Penalty: 573.371521
	Iteration 18Q: 3 clusters Score -23819.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -23830.302734 Penalty: 573.371521
	Iteration 19Q: 3 clusters Score -23830.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -23837.474609 Penalty: 573.371521
	Iteration 20F: 3 clusters Score -23837.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23849.898438 Penalty: 573.371521
	Iteration 21Q: 3 clusters Score -23849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23857.498047 Penalty: 573.371521
	Iteration 22Q: 3 clusters Score -23857.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23861.251953 Penalty: 573.371521
	Iteration 23Q: 3 clusters Score -23861.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23865.140625 Penalty: 573.371521
	Iteration 24Q: 3 clusters Score -23865.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23867.498047 Penalty: 573.371521
	Iteration 25Q: 3 clusters Score -23867.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23871.287109 Penalty: 573.371521
	Iteration 26Q: 3 clusters Score -23871.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23875.808594 Penalty: 573.371521
	Iteration 27Q: 3 clusters Score -23875.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23878.636719 Penalty: 573.371521
	Iteration 28Q: 3 clusters Score -23878.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23881.083984 Penalty: 573.371521
	Iteration 29Q: 3 clusters Score -23881.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23885.242188 Penalty: 573.371521
	Iteration 30Q: 3 clusters Score -23885.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23898.662109 Penalty: 573.371521
	Iteration 31Q: 3 clusters Score -23898.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23910.152344 Penalty: 573.371521
	Iteration 32Q: 3 clusters Score -23910.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23916.246094 Penalty: 573.371521
	Iteration 33Q: 3 clusters Score -23916.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23924.027344 Penalty: 573.371521
	Iteration 34Q: 3 clusters Score -23924.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23927.714844 Penalty: 573.371521
	Iteration 35Q: 3 clusters Score -23927.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23928.023438 Penalty: 573.371521
	Iteration 36Q: 3 clusters Score -23928.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23928.023438 Penalty: 573.371521
	Iteration 37F: 3 clusters Score -23928.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Entering Unmasked Estep 
Score: -1328508.000000 Penalty: 458.921356
	Iteration 0F: 2 clusters Score -1328508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1312549.250000 Penalty: 917.842712
	Iteration 0F: 3 clusters Score -1312549 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1319168.000000 Penalty: 917.842712
	Iteration 1F: 3 clusters Score -1319168 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1319562.250000 Penalty: 917.842712
	Iteration 2Q: 3 clusters Score -1319562 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1320186.875000 Penalty: 917.842712
	Iteration 3F: 3 clusters Score -1320187 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1321172.750000 Penalty: 917.842712
	Iteration 4F: 3 clusters Score -1321173 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1322501.250000 Penalty: 917.842712
	Iteration 5F: 3 clusters Score -1322501 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1323903.875000 Penalty: 917.842712
	Iteration 6F: 3 clusters Score -1323904 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1324897.125000 Penalty: 917.842712
	Iteration 7F: 3 clusters Score -1324897 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -1325343.500000 Penalty: 917.842712
	Iteration 8Q: 3 clusters Score -1325344 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1325591.375000 Penalty: 917.842712
	Iteration 9Q: 3 clusters Score -1325591 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -1325800.000000 Penalty: 917.842712
	Iteration 10Q: 3 clusters Score -1325800 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1325987.875000 Penalty: 917.842712
	Iteration 11Q: 3 clusters Score -1325988 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -1326159.750000 Penalty: 917.842712
	Iteration 12Q: 3 clusters Score -1326160 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -1326315.250000 Penalty: 917.842712
	Iteration 13Q: 3 clusters Score -1326315 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -1326447.750000 Penalty: 917.842712
	Iteration 14Q: 3 clusters Score -1326448 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1326603.875000 Penalty: 917.842712
	Iteration 15Q: 3 clusters Score -1326604 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -1326758.750000 Penalty: 917.842712
	Iteration 16Q: 3 clusters Score -1326759 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -1326891.375000 Penalty: 917.842712
	Iteration 17Q: 3 clusters Score -1326891 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -1327029.375000 Penalty: 917.842712
	Iteration 18Q: 3 clusters Score -1327029 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -1327151.500000 Penalty: 917.842712
	Iteration 19Q: 3 clusters Score -1327152 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -1327259.500000 Penalty: 917.842712
	Iteration 20F: 3 clusters Score -1327260 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -1327344.250000 Penalty: 917.842712
	Iteration 21Q: 3 clusters Score -1327344 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -1327420.625000 Penalty: 917.842712
	Iteration 22Q: 3 clusters Score -1327421 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -1327499.250000 Penalty: 917.842712
	Iteration 23Q: 3 clusters Score -1327499 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -1327573.375000 Penalty: 917.842712
	Iteration 24Q: 3 clusters Score -1327573 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -1327627.750000 Penalty: 917.842712
	Iteration 25Q: 3 clusters Score -1327628 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -1327676.125000 Penalty: 917.842712
	Iteration 26Q: 3 clusters Score -1327676 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -1327712.125000 Penalty: 917.842712
	Iteration 27Q: 3 clusters Score -1327712 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -1327742.625000 Penalty: 917.842712
	Iteration 28Q: 3 clusters Score -1327743 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -1327763.625000 Penalty: 917.842712
	Iteration 29Q: 3 clusters Score -1327764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -1327772.750000 Penalty: 917.842712
	Iteration 30Q: 3 clusters Score -1327773 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -1327782.875000 Penalty: 917.842712
	Iteration 31Q: 3 clusters Score -1327783 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -1327790.000000 Penalty: 917.842712
	Iteration 32Q: 3 clusters Score -1327790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -1327802.375000 Penalty: 917.842712
	Iteration 33Q: 3 clusters Score -1327802 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -1327818.125000 Penalty: 917.842712
	Iteration 34Q: 3 clusters Score -1327818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -1327822.750000 Penalty: 917.842712
	Iteration 35Q: 3 clusters Score -1327823 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -1327830.500000 Penalty: 917.842712
	Iteration 36Q: 3 clusters Score -1327830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -1327837.375000 Penalty: 917.842712
	Iteration 37Q: 3 clusters Score -1327837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -1327838.375000 Penalty: 917.842712
	Iteration 38Q: 3 clusters Score -1327838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -1327839.500000 Penalty: 917.842712
	Iteration 39Q: 3 clusters Score -1327840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -1327842.500000 Penalty: 917.842712
	Iteration 40F: 3 clusters Score -1327842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -1327845.625000 Penalty: 917.842712
	Iteration 41Q: 3 clusters Score -1327846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -1327850.875000 Penalty: 917.842712
	Iteration 42Q: 3 clusters Score -1327851 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -1327854.750000 Penalty: 917.842712
	Iteration 43Q: 3 clusters Score -1327855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -1327861.500000 Penalty: 917.842712
	Iteration 44Q: 3 clusters Score -1327862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -1327868.000000 Penalty: 917.842712
	Iteration 45Q: 3 clusters Score -1327868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -1327872.500000 Penalty: 917.842712
	Iteration 46Q: 3 clusters Score -1327872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -1327874.500000 Penalty: 917.842712
	Iteration 47Q: 3 clusters Score -1327874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -1327881.125000 Penalty: 917.842712
	Iteration 48Q: 3 clusters Score -1327881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -1327883.500000 Penalty: 917.842712
	Iteration 49Q: 3 clusters Score -1327884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -1327890.375000 Penalty: 917.842712
	Iteration 50Q: 3 clusters Score -1327890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -1327891.375000 Penalty: 917.842712
	Iteration 51Q: 3 clusters Score -1327891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -1327893.875000 Penalty: 917.842712
	Iteration 52Q: 3 clusters Score -1327894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -1327893.750000 Penalty: 917.842712
	Iteration 53Q: 3 clusters Score -1327894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -1327896.250000 Penalty: 917.842712
	Iteration 54Q: 3 clusters Score -1327896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -1327897.875000 Penalty: 917.842712
	Iteration 55Q: 3 clusters Score -1327898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -1327899.750000 Penalty: 917.842712
	Iteration 56Q: 3 clusters Score -1327900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -1327901.500000 Penalty: 917.842712
	Iteration 57Q: 3 clusters Score -1327902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -1327904.500000 Penalty: 917.842712
	Iteration 58Q: 3 clusters Score -1327904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -1327904.750000 Penalty: 917.842712
	Iteration 59Q: 3 clusters Score -1327905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -1327905.625000 Penalty: 917.842712
	Iteration 60F: 3 clusters Score -1327906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -1327908.625000 Penalty: 917.842712
	Iteration 61Q: 3 clusters Score -1327909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -1327908.750000 Penalty: 917.842712
	Iteration 62Q: 3 clusters Score -1327909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -1327907.875000 Penalty: 917.842712
	Iteration 63Q: 3 clusters Score -1327908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -1327912.375000 Penalty: 917.842712
	Iteration 64Q: 3 clusters Score -1327912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -1327911.750000 Penalty: 917.842712
	Iteration 65Q: 3 clusters Score -1327912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -1327911.125000 Penalty: 917.842712
	Iteration 66Q: 3 clusters Score -1327911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -1327913.000000 Penalty: 917.842712
	Iteration 67Q: 3 clusters Score -1327913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -1327913.250000 Penalty: 917.842712
	Iteration 68Q: 3 clusters Score -1327913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -1327913.750000 Penalty: 917.842712
	Iteration 69Q: 3 clusters Score -1327914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -1327913.125000 Penalty: 917.842712
	Iteration 70Q: 3 clusters Score -1327913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -1327914.125000 Penalty: 917.842712
	Iteration 71Q: 3 clusters Score -1327914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -1327914.000000 Penalty: 917.842712
	Iteration 72Q: 3 clusters Score -1327914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -1327913.250000 Penalty: 917.842712
	Iteration 73Q: 3 clusters Score -1327913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -1327913.250000 Penalty: 917.842712
	Iteration 74F: 3 clusters Score -1327913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -9648.547852 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -9648.548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9329.372070 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -9329.372 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9493.203125 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -9493.203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9564.226562 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -9564.227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9604.051758 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -9604.052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9649.922852 Penalty: 509.792816
	Iteration 4F: 3 clusters Score -9649.923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9690.589844 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -9690.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9724.056641 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -9724.057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9744.380859 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -9744.381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9819.683594 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -9819.684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9835.626953 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -9835.627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9845.289062 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -9845.289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9847.086914 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -9847.087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9847.086914 Penalty: 509.792816
	Iteration 12F: 3 clusters Score -9847.087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 171 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 104107 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 8493 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 67115 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 421 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24009 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 766 members 
Mstep: Class 28 contains 161 members 
Mstep: Class 29 contains 162 members 
Mstep: Class 30 contains 292496 members 
Mstep: Class 31 contains 32 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 397 members 
Mstep: Class 34 contains 113 members 
Entering Unmasked Estep 
Score: -27458158.000000 Penalty: 20404.894531
Splitting cluster 26 changes total score from -27452538.000000 to -27458158.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 27 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -39104.457031 Penalty: 302.173767
	Iteration 0F: 2 clusters Score -39104.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -38438.195312 Penalty: 604.347534
	Iteration 0F: 3 clusters Score -38438.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38649.046875 Penalty: 604.347534
	Iteration 1F: 3 clusters Score -38649.05 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38703.734375 Penalty: 604.347534
	Iteration 2F: 3 clusters Score -38703.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38750.480469 Penalty: 604.347534
	Iteration 3F: 3 clusters Score -38750.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38788.007812 Penalty: 604.347534
	Iteration 4F: 3 clusters Score -38788.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38827.195312 Penalty: 604.347534
	Iteration 5F: 3 clusters Score -38827.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38866.722656 Penalty: 604.347534
	Iteration 6Q: 3 clusters Score -38866.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38895.871094 Penalty: 604.347534
	Iteration 7Q: 3 clusters Score -38895.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38912.511719 Penalty: 604.347534
	Iteration 8Q: 3 clusters Score -38912.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38935.214844 Penalty: 604.347534
	Iteration 9Q: 3 clusters Score -38935.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38955.597656 Penalty: 604.347534
	Iteration 10Q: 3 clusters Score -38955.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38974.027344 Penalty: 604.347534
	Iteration 11Q: 3 clusters Score -38974.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38982.324219 Penalty: 604.347534
	Iteration 12Q: 3 clusters Score -38982.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38991.335938 Penalty: 604.347534
	Iteration 13Q: 3 clusters Score -38991.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38998.511719 Penalty: 604.347534
	Iteration 14Q: 3 clusters Score -38998.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39002.695312 Penalty: 604.347534
	Iteration 15Q: 3 clusters Score -39002.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39007.312500 Penalty: 604.347534
	Iteration 16Q: 3 clusters Score -39007.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39009.687500 Penalty: 604.347534
	Iteration 17Q: 3 clusters Score -39009.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39011.734375 Penalty: 604.347534
	Iteration 18Q: 3 clusters Score -39011.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39011.914062 Penalty: 604.347534
	Iteration 19Q: 3 clusters Score -39011.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39011.914062 Penalty: 604.347534
	Iteration 20F: 3 clusters Score -39011.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 171 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 104107 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 8493 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 67115 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 421 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 24009 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458692.000000 Penalty: 20404.894531
Iteration 119Q: 35 clusters Score -2.745869e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 2567 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1026 members 
Mstep: Class 5 contains 172 members 
Mstep: Class 6 contains 8893 members 
Mstep: Class 7 contains 2057 members 
Mstep: Class 8 contains 104262 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 8762 members 
Mstep: Class 13 contains 6187 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 67257 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 539 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1275 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 24069 members 
Mstep: Class 26 contains 170 members 
Mstep: Class 27 contains 774 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 291708 members 
Mstep: Class 31 contains 34 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 387 members 
Mstep: Class 34 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27459542.000000 Penalty: 20404.894531
Iteration 120F: 35 clusters Score -2.745954e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1011 members 
Mstep: Class 5 contains 172 members 
Mstep: Class 6 contains 8898 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 103535 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4721 members 
Mstep: Class 12 contains 8951 members 
Mstep: Class 13 contains 6186 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 65894 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 537 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 23732 members 
Mstep: Class 26 contains 170 members 
Mstep: Class 27 contains 750 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 165 members 
Mstep: Class 30 contains 293850 members 
Mstep: Class 31 contains 37 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27459116.000000 Penalty: 20404.894531
Iteration 121Q: 35 clusters Score -2.745912e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 1003 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8916 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 102953 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4735 members 
Mstep: Class 12 contains 9203 members 
Mstep: Class 13 contains 6154 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 15 contains 64803 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1408 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 23485 members 
Mstep: Class 26 contains 174 members 
Mstep: Class 27 contains 737 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 165 members 
Mstep: Class 30 contains 295465 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 607 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458468.000000 Penalty: 20404.894531
Iteration 122Q: 35 clusters Score -2.745847e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 998 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 6 contains 8952 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 102489 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4751 members 
Mstep: Class 12 contains 9493 members 
Mstep: Class 13 contains 6092 members 
Mstep: Class 14 contains 720 members 
Mstep: Class 15 contains 64026 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1051 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 23309 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 728 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 165 members 
Mstep: Class 30 contains 296578 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 427 members 
Mstep: Class 34 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458006.000000 Penalty: 20404.894531
Iteration 123Q: 35 clusters Score -2.745801e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 997 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 102077 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4760 members 
Mstep: Class 12 contains 9799 members 
Mstep: Class 13 contains 6016 members 
Mstep: Class 14 contains 720 members 
Mstep: Class 15 contains 63372 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 1052 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1447 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 23183 members 
Mstep: Class 26 contains 181 members 
Mstep: Class 27 contains 725 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 165 members 
Mstep: Class 30 contains 297476 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 435 members 
Mstep: Class 34 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457756.000000 Penalty: 20404.894531
Iteration 124Q: 35 clusters Score -2.745776e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 996 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 6 contains 9011 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 101705 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4760 members 
Mstep: Class 12 contains 10149 members 
Mstep: Class 13 contains 5937 members 
Mstep: Class 14 contains 718 members 
Mstep: Class 15 contains 62844 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 532 members 
Mstep: Class 18 contains 1052 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 23088 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 722 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 165 members 
Mstep: Class 30 contains 298168 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 437 members 
Mstep: Class 34 contains 137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457498.000000 Penalty: 20404.894531
Iteration 125Q: 35 clusters Score -2.74575e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 996 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 6 contains 9031 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 101364 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4760 members 
Mstep: Class 12 contains 10504 members 
Mstep: Class 13 contains 5846 members 
Mstep: Class 14 contains 715 members 
Mstep: Class 15 contains 62427 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 1053 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 491 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 22990 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 722 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 165 members 
Mstep: Class 30 contains 298737 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 609 members 
Mstep: Class 33 contains 439 members 
Mstep: Class 34 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457242.000000 Penalty: 20404.894531
Iteration 126Q: 35 clusters Score -2.745724e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 996 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 6 contains 9030 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 101047 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4767 members 
Mstep: Class 12 contains 10897 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 62070 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 529 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 492 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 22891 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 299193 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 441 members 
Mstep: Class 34 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457006.000000 Penalty: 20404.894531
Iteration 127Q: 35 clusters Score -2.745701e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 995 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 6 contains 9034 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 100777 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4761 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 707 members 
Mstep: Class 15 contains 61716 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 22832 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 722 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 167 members 
Mstep: Class 30 contains 299577 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 441 members 
Mstep: Class 34 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456764.000000 Penalty: 20404.894531
Iteration 128Q: 35 clusters Score -2.745676e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 6 contains 9032 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 100509 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4757 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 5606 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 15 contains 61366 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22770 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 722 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 169 members 
Mstep: Class 30 contains 299915 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 441 members 
Mstep: Class 34 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456624.000000 Penalty: 20404.894531
Iteration 129Q: 35 clusters Score -2.745662e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 9031 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 100241 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4741 members 
Mstep: Class 12 contains 12121 members 
Mstep: Class 13 contains 5560 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 60995 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 1067 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1484 members 
Mstep: Class 22 contains 495 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22728 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 722 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 300223 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 441 members 
Mstep: Class 34 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456658.000000 Penalty: 20404.894531
Iteration 130Q: 35 clusters Score -2.745666e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 9039 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 99954 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4727 members 
Mstep: Class 12 contains 12573 members 
Mstep: Class 13 contains 5513 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 60668 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 1070 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1484 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22685 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 722 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 300479 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 441 members 
Mstep: Class 34 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456638.000000 Penalty: 20404.894531
Iteration 131Q: 35 clusters Score -2.745664e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 9035 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 99701 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 4721 members 
Mstep: Class 12 contains 13046 members 
Mstep: Class 13 contains 5465 members 
Mstep: Class 14 contains 700 members 
Mstep: Class 15 contains 60344 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 529 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22647 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 300678 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 441 members 
Mstep: Class 34 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456678.000000 Penalty: 20404.894531
Iteration 132Q: 35 clusters Score -2.745668e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 9041 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 99430 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4709 members 
Mstep: Class 12 contains 13540 members 
Mstep: Class 13 contains 5420 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 60029 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 528 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1485 members 
Mstep: Class 22 contains 496 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22624 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 724 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 300845 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 441 members 
Mstep: Class 34 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456758.000000 Penalty: 20404.894531
Iteration 133Q: 35 clusters Score -2.745676e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 9045 members 
Mstep: Class 7 contains 2042 members 
Mstep: Class 8 contains 99166 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4701 members 
Mstep: Class 12 contains 14017 members 
Mstep: Class 13 contains 5376 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 59746 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1074 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1486 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22607 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 724 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 300983 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 441 members 
Mstep: Class 34 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456816.000000 Penalty: 20404.894531
Iteration 134Q: 35 clusters Score -2.745682e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 2040 members 
Mstep: Class 8 contains 98869 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4692 members 
Mstep: Class 12 contains 14487 members 
Mstep: Class 13 contains 5333 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 59514 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1482 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22593 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 724 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 301105 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 441 members 
Mstep: Class 34 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456846.000000 Penalty: 20404.894531
Iteration 135Q: 35 clusters Score -2.745685e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 9054 members 
Mstep: Class 7 contains 2039 members 
Mstep: Class 8 contains 98577 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4677 members 
Mstep: Class 12 contains 14982 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 59293 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22580 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 724 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 301191 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 441 members 
Mstep: Class 34 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456994.000000 Penalty: 20404.894531
Iteration 136Q: 35 clusters Score -2.745699e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 98292 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 15467 members 
Mstep: Class 13 contains 5258 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 59088 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 526 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22582 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 301250 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 441 members 
Mstep: Class 34 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457060.000000 Penalty: 20404.894531
Iteration 137Q: 35 clusters Score -2.745706e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 9040 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 98032 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4639 members 
Mstep: Class 12 contains 15942 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 58894 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22571 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 301297 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457148.000000 Penalty: 20404.894531
Iteration 138Q: 35 clusters Score -2.745715e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 9035 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 97757 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4624 members 
Mstep: Class 12 contains 16434 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 58693 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22558 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 719 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 301338 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 446 members 
Mstep: Class 34 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457298.000000 Penalty: 20404.894531
Iteration 139Q: 35 clusters Score -2.74573e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 9032 members 
Mstep: Class 7 contains 2034 members 
Mstep: Class 8 contains 97497 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4611 members 
Mstep: Class 12 contains 16910 members 
Mstep: Class 13 contains 5179 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 58474 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 526 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22553 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 718 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 301392 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 447 members 
Mstep: Class 34 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457428.000000 Penalty: 20404.894531
Iteration 140F: 35 clusters Score -2.745743e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 9021 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 8 contains 97257 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 17378 members 
Mstep: Class 13 contains 5144 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 58252 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1081 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22532 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 716 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 301470 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457454.000000 Penalty: 20404.894531
Iteration 141Q: 35 clusters Score -2.745745e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8997 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 97024 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 17854 members 
Mstep: Class 13 contains 5111 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 58016 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22520 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 718 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 301556 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 35 clusters Score -2.745757e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8974 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 8 contains 96782 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4554 members 
Mstep: Class 12 contains 18351 members 
Mstep: Class 13 contains 5089 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 57741 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 528 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22507 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 301646 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 143 members 
Entering Unmasked Estep 
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Iteration 143Q: 35 clusters Score -2.745764e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8947 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 96546 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4544 members 
Mstep: Class 12 contains 18828 members 
Mstep: Class 13 contains 5063 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 57493 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 528 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22502 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 301723 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 145 members 
Entering Unmasked Estep 
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Iteration 144Q: 35 clusters Score -2.745789e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8922 members 
Mstep: Class 7 contains 2031 members 
Mstep: Class 8 contains 96293 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4530 members 
Mstep: Class 12 contains 19311 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 57260 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 528 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 495 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22502 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 718 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 301797 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457950.000000 Penalty: 20404.894531
Iteration 145Q: 35 clusters Score -2.745795e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8887 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 96021 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4516 members 
Mstep: Class 12 contains 19796 members 
Mstep: Class 13 contains 5007 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 57008 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 528 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 495 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22505 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 718 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 301905 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457824.000000 Penalty: 20404.894531
Iteration 146Q: 35 clusters Score -2.745782e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8860 members 
Mstep: Class 7 contains 2039 members 
Mstep: Class 8 contains 95726 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4509 members 
Mstep: Class 12 contains 20253 members 
Mstep: Class 13 contains 4981 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 56794 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 528 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 496 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22508 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 719 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302009 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457862.000000 Penalty: 20404.894531
Iteration 147Q: 35 clusters Score -2.745786e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8835 members 
Mstep: Class 7 contains 2042 members 
Mstep: Class 8 contains 95448 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4498 members 
Mstep: Class 12 contains 20666 members 
Mstep: Class 13 contains 4961 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 56584 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22522 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 719 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302127 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457882.000000 Penalty: 20404.894531
Iteration 148Q: 35 clusters Score -2.745788e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8821 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 95136 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4489 members 
Mstep: Class 12 contains 21097 members 
Mstep: Class 13 contains 4936 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 56384 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22521 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 719 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302255 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457898.000000 Penalty: 20404.894531
Iteration 149Q: 35 clusters Score -2.74579e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8790 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 94875 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4469 members 
Mstep: Class 12 contains 21542 members 
Mstep: Class 13 contains 4912 members 
Mstep: Class 14 contains 692 members 
Mstep: Class 15 contains 56225 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22529 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 719 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302295 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458000.000000 Penalty: 20404.894531
Iteration 150Q: 35 clusters Score -2.7458e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8766 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 94610 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4462 members 
Mstep: Class 12 contains 21936 members 
Mstep: Class 13 contains 4891 members 
Mstep: Class 14 contains 691 members 
Mstep: Class 15 contains 56057 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 492 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22537 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 719 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302379 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458044.000000 Penalty: 20404.894531
Iteration 151Q: 35 clusters Score -2.745804e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8741 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 94330 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 22324 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 688 members 
Mstep: Class 15 contains 55907 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 492 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22529 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 718 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302485 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457998.000000 Penalty: 20404.894531
Iteration 152Q: 35 clusters Score -2.7458e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8713 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 94073 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 22727 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 55751 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 492 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22522 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 718 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302564 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458010.000000 Penalty: 20404.894531
Iteration 153Q: 35 clusters Score -2.745801e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8680 members 
Mstep: Class 7 contains 2071 members 
Mstep: Class 8 contains 93826 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 23131 members 
Mstep: Class 13 contains 4856 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 55583 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 491 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22518 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302623 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458042.000000 Penalty: 20404.894531
Iteration 154Q: 35 clusters Score -2.745804e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8648 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 93564 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 4417 members 
Mstep: Class 12 contains 23519 members 
Mstep: Class 13 contains 4848 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 55460 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 488 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22522 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302670 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458128.000000 Penalty: 20404.894531
Iteration 155Q: 35 clusters Score -2.745813e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8606 members 
Mstep: Class 7 contains 2070 members 
Mstep: Class 8 contains 93336 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 23911 members 
Mstep: Class 13 contains 4838 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 55330 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22548 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 716 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302692 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458190.000000 Penalty: 20404.894531
Iteration 156Q: 35 clusters Score -2.745819e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8563 members 
Mstep: Class 7 contains 2069 members 
Mstep: Class 8 contains 93111 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 12 contains 24318 members 
Mstep: Class 13 contains 4827 members 
Mstep: Class 14 contains 667 members 
Mstep: Class 15 contains 55203 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22557 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 716 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302714 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458222.000000 Penalty: 20404.894531
Iteration 157Q: 35 clusters Score -2.745822e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8504 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 92913 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 12 contains 24731 members 
Mstep: Class 13 contains 4814 members 
Mstep: Class 14 contains 666 members 
Mstep: Class 15 contains 55049 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 526 members 
Mstep: Class 18 contains 1074 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22580 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 716 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302717 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458406.000000 Penalty: 20404.894531
Iteration 158Q: 35 clusters Score -2.745841e+07 nChanged 1059
Entering ConstructFrom: 
Score: -27458406.000000 Penalty: 20404.894531
Entering ConstructFrom: 
Trying to split cluster 1 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -12098.119141 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -12098.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11759.064453 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -11759.06 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11819.820312 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -11819.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11839.979492 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -11839.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11848.976562 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -11848.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11857.352539 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -11857.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11860.928711 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -11860.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11862.077148 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -11862.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11863.449219 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -11863.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11863.449219 Penalty: 506.719360
	Iteration 8F: 3 clusters Score -11863.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -12188.597656 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -12188.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11872.666992 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11872.67 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11944.577148 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -11944.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11967.892578 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -11967.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11987.124023 Penalty: 502.088196
	Iteration 3F: 3 clusters Score -11987.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11992.557617 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -11992.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11998.572266 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -11998.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12005.520508 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -12005.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12008.561523 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -12008.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12008.561523 Penalty: 502.088196
	Iteration 8F: 3 clusters Score -12008.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -24209.978516 Penalty: 279.560455
	Iteration 0F: 2 clusters Score -24209.98 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 230 members 
Entering Unmasked Estep 
Score: -23742.029297 Penalty: 559.120911
	Iteration 0F: 3 clusters Score -23742.03 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23877.328125 Penalty: 559.120911
	Iteration 1F: 3 clusters Score -23877.33 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23999.998047 Penalty: 559.120911
	Iteration 2F: 3 clusters Score -24000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24076.931641 Penalty: 559.120911
	Iteration 3F: 3 clusters Score -24076.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24121.146484 Penalty: 559.120911
	Iteration 4F: 3 clusters Score -24121.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24138.878906 Penalty: 559.120911
	Iteration 5Q: 3 clusters Score -24138.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24147.656250 Penalty: 559.120911
	Iteration 6Q: 3 clusters Score -24147.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -24153.001953 Penalty: 559.120911
	Iteration 7Q: 3 clusters Score -24153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -24155.779297 Penalty: 559.120911
	Iteration 8Q: 3 clusters Score -24155.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -24157.740234 Penalty: 559.120911
	Iteration 9Q: 3 clusters Score -24157.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -24160.181641 Penalty: 559.120911
	Iteration 10Q: 3 clusters Score -24160.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -24162.003906 Penalty: 559.120911
	Iteration 11Q: 3 clusters Score -24162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -24163.759766 Penalty: 559.120911
	Iteration 12Q: 3 clusters Score -24163.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -24170.294922 Penalty: 559.120911
	Iteration 13Q: 3 clusters Score -24170.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -24174.865234 Penalty: 559.120911
	Iteration 14Q: 3 clusters Score -24174.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -24180.271484 Penalty: 559.120911
	Iteration 15Q: 3 clusters Score -24180.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -24184.466797 Penalty: 559.120911
	Iteration 16Q: 3 clusters Score -24184.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -24184.466797 Penalty: 559.120911
	Iteration 17F: 3 clusters Score -24184.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -44421.687500 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -44421.69 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 509 members 
Entering Unmasked Estep 
Score: -43600.804688 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -43600.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -43981.355469 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -43981.36 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -44133.367188 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -44133.37 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -44209.738281 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -44209.74 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -44275.597656 Penalty: 628.058105
	Iteration 4F: 3 clusters Score -44275.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -44327.601562 Penalty: 628.058105
	Iteration 5Q: 3 clusters Score -44327.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -44363.269531 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -44363.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -44378.492188 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -44378.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -44390.449219 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -44390.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -44403.988281 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -44403.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -44409.484375 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -44409.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -44416.984375 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -44416.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -44419.148438 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -44419.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -44422.339844 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -44422.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -44423.570312 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -44423.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -44424.722656 Penalty: 628.058105
	Iteration 15Q: 3 clusters Score -44424.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -44425.031250 Penalty: 628.058105
	Iteration 16Q: 3 clusters Score -44425.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -44425.601562 Penalty: 628.058105
	Iteration 17Q: 3 clusters Score -44425.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -44426.777344 Penalty: 628.058105
	Iteration 18Q: 3 clusters Score -44426.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -44427.230469 Penalty: 628.058105
	Iteration 19Q: 3 clusters Score -44427.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -44427.660156 Penalty: 628.058105
	Iteration 20F: 3 clusters Score -44427.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -44428.304688 Penalty: 628.058105
	Iteration 21Q: 3 clusters Score -44428.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -44428.671875 Penalty: 628.058105
	Iteration 22Q: 3 clusters Score -44428.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -44429.378906 Penalty: 628.058105
	Iteration 23Q: 3 clusters Score -44429.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -44430.425781 Penalty: 628.058105
	Iteration 24Q: 3 clusters Score -44430.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -44430.480469 Penalty: 628.058105
	Iteration 25Q: 3 clusters Score -44430.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -44430.480469 Penalty: 628.058105
	Iteration 26F: 3 clusters Score -44430.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8437 members 
Mstep: Class 7 contains 2068 members 
Mstep: Class 8 contains 92729 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 25143 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 663 members 
Mstep: Class 15 contains 54899 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22603 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 716 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302709 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Mstep: Class 35 contains 626 members 
Entering Unmasked Estep 
Score: -27458356.000000 Penalty: 21005.037109
Splitting cluster 4 changes total score from -27458406.000000 to -27458356.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7181.854492 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7181.854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6946.991211 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -6946.991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7021.147949 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -7021.148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7036.259277 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -7036.259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7041.234375 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -7041.234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7048.834473 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -7048.834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7050.500000 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -7050.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7051.204590 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -7051.205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7051.204590 Penalty: 468.949554
	Iteration 7F: 3 clusters Score -7051.205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Entering Unmasked Estep 
Score: -471550.437500 Penalty: 411.337402
	Iteration 0F: 2 clusters Score -471550.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -465867.875000 Penalty: 822.674805
	Iteration 0F: 3 clusters Score -465867.9 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -468343.218750 Penalty: 822.674805
	Iteration 1F: 3 clusters Score -468343.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -468747.000000 Penalty: 822.674805
	Iteration 2F: 3 clusters Score -468747 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -469375.031250 Penalty: 822.674805
	Iteration 3F: 3 clusters Score -469375 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -470105.968750 Penalty: 822.674805
	Iteration 4F: 3 clusters Score -470106 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -470772.281250 Penalty: 822.674805
	Iteration 5F: 3 clusters Score -470772.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -471148.250000 Penalty: 822.674805
	Iteration 6F: 3 clusters Score -471148.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -471293.750000 Penalty: 822.674805
	Iteration 7Q: 3 clusters Score -471293.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -471335.468750 Penalty: 822.674805
	Iteration 8Q: 3 clusters Score -471335.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -471353.781250 Penalty: 822.674805
	Iteration 9Q: 3 clusters Score -471353.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -471370.500000 Penalty: 822.674805
	Iteration 10Q: 3 clusters Score -471370.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -471378.281250 Penalty: 822.674805
	Iteration 11Q: 3 clusters Score -471378.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -471385.468750 Penalty: 822.674805
	Iteration 12Q: 3 clusters Score -471385.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -471391.468750 Penalty: 822.674805
	Iteration 13Q: 3 clusters Score -471391.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -471395.656250 Penalty: 822.674805
	Iteration 14Q: 3 clusters Score -471395.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -471399.093750 Penalty: 822.674805
	Iteration 15Q: 3 clusters Score -471399.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -471401.968750 Penalty: 822.674805
	Iteration 16Q: 3 clusters Score -471402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -471404.750000 Penalty: 822.674805
	Iteration 17Q: 3 clusters Score -471404.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -471407.812500 Penalty: 822.674805
	Iteration 18Q: 3 clusters Score -471407.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -471409.562500 Penalty: 822.674805
	Iteration 19Q: 3 clusters Score -471409.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -471408.812500 Penalty: 822.674805
	Iteration 20F: 3 clusters Score -471408.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -471409.906250 Penalty: 822.674805
	Iteration 21Q: 3 clusters Score -471409.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -471411.156250 Penalty: 822.674805
	Iteration 22Q: 3 clusters Score -471411.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -471410.625000 Penalty: 822.674805
	Iteration 23Q: 3 clusters Score -471410.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -471411.062500 Penalty: 822.674805
	Iteration 24Q: 3 clusters Score -471411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -471411.125000 Penalty: 822.674805
	Iteration 25Q: 3 clusters Score -471411.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -471412.281250 Penalty: 822.674805
	Iteration 26Q: 3 clusters Score -471412.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -471412.750000 Penalty: 822.674805
	Iteration 27Q: 3 clusters Score -471412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -471413.281250 Penalty: 822.674805
	Iteration 28Q: 3 clusters Score -471413.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -471413.500000 Penalty: 822.674805
	Iteration 29Q: 3 clusters Score -471413.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -471413.781250 Penalty: 822.674805
	Iteration 30Q: 3 clusters Score -471413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -471413.781250 Penalty: 822.674805
	Iteration 31F: 3 clusters Score -471413.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -114172.125000 Penalty: 347.362366
	Iteration 0F: 2 clusters Score -114172.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -112685.117188 Penalty: 694.724731
	Iteration 0F: 3 clusters Score -112685.1 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -113302.554688 Penalty: 694.724731
	Iteration 1F: 3 clusters Score -113302.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -113471.031250 Penalty: 694.724731
	Iteration 2F: 3 clusters Score -113471 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -113596.671875 Penalty: 694.724731
	Iteration 3F: 3 clusters Score -113596.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -113713.671875 Penalty: 694.724731
	Iteration 4F: 3 clusters Score -113713.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -113809.562500 Penalty: 694.724731
	Iteration 5F: 3 clusters Score -113809.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -113878.468750 Penalty: 694.724731
	Iteration 6Q: 3 clusters Score -113878.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -113943.796875 Penalty: 694.724731
	Iteration 7Q: 3 clusters Score -113943.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -113973.125000 Penalty: 694.724731
	Iteration 8Q: 3 clusters Score -113973.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -113995.664062 Penalty: 694.724731
	Iteration 9Q: 3 clusters Score -113995.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -114018.421875 Penalty: 694.724731
	Iteration 10Q: 3 clusters Score -114018.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -114026.304688 Penalty: 694.724731
	Iteration 11Q: 3 clusters Score -114026.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -114030.468750 Penalty: 694.724731
	Iteration 12Q: 3 clusters Score -114030.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -114034.281250 Penalty: 694.724731
	Iteration 13Q: 3 clusters Score -114034.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -114038.140625 Penalty: 694.724731
	Iteration 14Q: 3 clusters Score -114038.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -114042.593750 Penalty: 694.724731
	Iteration 15Q: 3 clusters Score -114042.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -114044.648438 Penalty: 694.724731
	Iteration 16Q: 3 clusters Score -114044.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -114046.796875 Penalty: 694.724731
	Iteration 17Q: 3 clusters Score -114046.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114048.031250 Penalty: 694.724731
	Iteration 18Q: 3 clusters Score -114048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -114049.375000 Penalty: 694.724731
	Iteration 19Q: 3 clusters Score -114049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -114049.601562 Penalty: 694.724731
	Iteration 20F: 3 clusters Score -114049.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -114049.781250 Penalty: 694.724731
	Iteration 21Q: 3 clusters Score -114049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114049.937500 Penalty: 694.724731
	Iteration 22Q: 3 clusters Score -114049.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114049.937500 Penalty: 694.724731
	Iteration 23F: 3 clusters Score -114049.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (92729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92729 members 
Entering Unmasked Estep 
Score: -5038095.500000 Penalty: 520.403320
	Iteration 0F: 2 clusters Score -5038096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -4975471.000000 Penalty: 1040.806641
	Iteration 0F: 3 clusters Score -4975471 nChanged 45454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -5004526.500000 Penalty: 1040.806641
	Iteration 1F: 3 clusters Score -5004526 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -5007217.000000 Penalty: 1040.806641
	Iteration 2F: 3 clusters Score -5007217 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -5011101.500000 Penalty: 1040.806641
	Iteration 3F: 3 clusters Score -5011102 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -5015940.500000 Penalty: 1040.806641
	Iteration 4F: 3 clusters Score -5015940 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -5020527.500000 Penalty: 1040.806641
	Iteration 5F: 3 clusters Score -5020528 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -5022743.000000 Penalty: 1040.806641
	Iteration 6F: 3 clusters Score -5022743 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -5023419.000000 Penalty: 1040.806641
	Iteration 7Q: 3 clusters Score -5023419 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -5023762.500000 Penalty: 1040.806641
	Iteration 8Q: 3 clusters Score -5023762 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -5024063.000000 Penalty: 1040.806641
	Iteration 9Q: 3 clusters Score -5024063 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -5024376.000000 Penalty: 1040.806641
	Iteration 10Q: 3 clusters Score -5024376 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -5024722.500000 Penalty: 1040.806641
	Iteration 11Q: 3 clusters Score -5024722 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -5025067.000000 Penalty: 1040.806641
	Iteration 12Q: 3 clusters Score -5025067 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -5025458.500000 Penalty: 1040.806641
	Iteration 13Q: 3 clusters Score -5025458 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -5025880.500000 Penalty: 1040.806641
	Iteration 14Q: 3 clusters Score -5025880 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -5026257.000000 Penalty: 1040.806641
	Iteration 15Q: 3 clusters Score -5026257 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -5026629.500000 Penalty: 1040.806641
	Iteration 16Q: 3 clusters Score -5026630 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -5027004.500000 Penalty: 1040.806641
	Iteration 17Q: 3 clusters Score -5027004 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -5027413.000000 Penalty: 1040.806641
	Iteration 18Q: 3 clusters Score -5027413 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -5027758.000000 Penalty: 1040.806641
	Iteration 19Q: 3 clusters Score -5027758 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -5028141.000000 Penalty: 1040.806641
	Iteration 20F: 3 clusters Score -5028141 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -5028520.000000 Penalty: 1040.806641
	Iteration 21Q: 3 clusters Score -5028520 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -5028873.000000 Penalty: 1040.806641
	Iteration 22Q: 3 clusters Score -5028873 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -5029207.500000 Penalty: 1040.806641
	Iteration 23Q: 3 clusters Score -5029208 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -5029593.000000 Penalty: 1040.806641
	Iteration 24Q: 3 clusters Score -5029593 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -5029985.000000 Penalty: 1040.806641
	Iteration 25Q: 3 clusters Score -5029985 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -5030409.000000 Penalty: 1040.806641
	Iteration 26Q: 3 clusters Score -5030409 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -5030763.000000 Penalty: 1040.806641
	Iteration 27Q: 3 clusters Score -5030763 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -5031080.500000 Penalty: 1040.806641
	Iteration 28Q: 3 clusters Score -5031080 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -5031351.000000 Penalty: 1040.806641
	Iteration 29Q: 3 clusters Score -5031351 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -5031557.500000 Penalty: 1040.806641
	Iteration 30Q: 3 clusters Score -5031558 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -5031765.000000 Penalty: 1040.806641
	Iteration 31Q: 3 clusters Score -5031765 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -5031955.500000 Penalty: 1040.806641
	Iteration 32Q: 3 clusters Score -5031956 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -5032071.500000 Penalty: 1040.806641
	Iteration 33Q: 3 clusters Score -5032072 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -5032162.000000 Penalty: 1040.806641
	Iteration 34Q: 3 clusters Score -5032162 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -5032238.500000 Penalty: 1040.806641
	Iteration 35Q: 3 clusters Score -5032238 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -5032268.500000 Penalty: 1040.806641
	Iteration 36Q: 3 clusters Score -5032268 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -5032279.500000 Penalty: 1040.806641
	Iteration 37Q: 3 clusters Score -5032280 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -5032296.500000 Penalty: 1040.806641
	Iteration 38Q: 3 clusters Score -5032296 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -5032322.500000 Penalty: 1040.806641
	Iteration 39Q: 3 clusters Score -5032322 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -5032376.000000 Penalty: 1040.806641
	Iteration 40F: 3 clusters Score -5032376 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -5032441.500000 Penalty: 1040.806641
	Iteration 41Q: 3 clusters Score -5032442 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -5032457.500000 Penalty: 1040.806641
	Iteration 42Q: 3 clusters Score -5032458 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -5032465.500000 Penalty: 1040.806641
	Iteration 43Q: 3 clusters Score -5032466 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -5032494.500000 Penalty: 1040.806641
	Iteration 44Q: 3 clusters Score -5032494 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -5032510.500000 Penalty: 1040.806641
	Iteration 45Q: 3 clusters Score -5032510 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -5032549.500000 Penalty: 1040.806641
	Iteration 46Q: 3 clusters Score -5032550 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -5032585.000000 Penalty: 1040.806641
	Iteration 47Q: 3 clusters Score -5032585 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -5032610.000000 Penalty: 1040.806641
	Iteration 48Q: 3 clusters Score -5032610 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -5032617.000000 Penalty: 1040.806641
	Iteration 49Q: 3 clusters Score -5032617 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -5032643.000000 Penalty: 1040.806641
	Iteration 50Q: 3 clusters Score -5032643 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -5032630.000000 Penalty: 1040.806641
	Iteration 51Q: 3 clusters Score -5032630 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -5032639.500000 Penalty: 1040.806641
	Iteration 52Q: 3 clusters Score -5032640 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -5032650.000000 Penalty: 1040.806641
	Iteration 53Q: 3 clusters Score -5032650 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -5032697.000000 Penalty: 1040.806641
	Iteration 54Q: 3 clusters Score -5032697 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -5032707.500000 Penalty: 1040.806641
	Iteration 55Q: 3 clusters Score -5032708 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -5032723.000000 Penalty: 1040.806641
	Iteration 56Q: 3 clusters Score -5032723 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -5032726.000000 Penalty: 1040.806641
	Iteration 57Q: 3 clusters Score -5032726 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -5032740.500000 Penalty: 1040.806641
	Iteration 58Q: 3 clusters Score -5032740 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -5032776.000000 Penalty: 1040.806641
	Iteration 59Q: 3 clusters Score -5032776 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -5032803.000000 Penalty: 1040.806641
	Iteration 60F: 3 clusters Score -5032803 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -5032819.500000 Penalty: 1040.806641
	Iteration 61Q: 3 clusters Score -5032820 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -5032842.000000 Penalty: 1040.806641
	Iteration 62Q: 3 clusters Score -5032842 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -5032878.000000 Penalty: 1040.806641
	Iteration 63Q: 3 clusters Score -5032878 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -5032896.500000 Penalty: 1040.806641
	Iteration 64Q: 3 clusters Score -5032896 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -5032931.500000 Penalty: 1040.806641
	Iteration 65Q: 3 clusters Score -5032932 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -5032929.500000 Penalty: 1040.806641
	Iteration 66Q: 3 clusters Score -5032930 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -5032958.000000 Penalty: 1040.806641
	Iteration 67Q: 3 clusters Score -5032958 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -5032992.000000 Penalty: 1040.806641
	Iteration 68Q: 3 clusters Score -5032992 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -5032992.000000 Penalty: 1040.806641
	Iteration 69Q: 3 clusters Score -5032992 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -5033024.500000 Penalty: 1040.806641
	Iteration 70Q: 3 clusters Score -5033024 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5033070 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5033094 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5033104 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5033132 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -5033153.500000 Penalty: 1040.806641
	Iteration 75Q: 3 clusters Score -5033154 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5033193 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5033214 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5033239 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5033256 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5033278 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5033298 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61764 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5033336 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5033380 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -5033393.500000 Penalty: 1040.806641
	Iteration 84Q: 3 clusters Score -5033394 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5033410 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5033454 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -5033455.500000 Penalty: 1040.806641
	Iteration 87Q: 3 clusters Score -5033456 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5033479 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5033476 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5033497 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -5033521.500000 Penalty: 1040.806641
	Iteration 91Q: 3 clusters Score -5033522 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -5033546.500000 Penalty: 1040.806641
	Iteration 92Q: 3 clusters Score -5033546 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64962 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5033557 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5033588 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -5033608.500000 Penalty: 1040.806641
	Iteration 95Q: 3 clusters Score -5033608 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5033621 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66101 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5033631 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5033672 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66651 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5033660 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66938 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5033682 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5033690 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67515 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -5033726.500000 Penalty: 1040.806641
	Iteration 102Q: 3 clusters Score -5033726 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5033750 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5033778 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5033790 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5033810 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5033828 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69052 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -5033844.000000 Penalty: 1040.806641
	Iteration 108Q: 3 clusters Score -5033844 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69321 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5033874 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -5033882.500000 Penalty: 1040.806641
	Iteration 110Q: 3 clusters Score -5033882 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69805 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5033910 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70043 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -5033924.500000 Penalty: 1040.806641
	Iteration 112Q: 3 clusters Score -5033924 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -5033925.500000 Penalty: 1040.806641
	Iteration 113Q: 3 clusters Score -5033926 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -5033939.000000 Penalty: 1040.806641
	Iteration 114Q: 3 clusters Score -5033939 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -5033941.000000 Penalty: 1040.806641
	Iteration 115Q: 3 clusters Score -5033941 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70912 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -5033942.000000 Penalty: 1040.806641
	Iteration 116Q: 3 clusters Score -5033942 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71124 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5033979 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71318 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5033980 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5033992 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71639 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5033978 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5033974 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71953 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5033979 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5033980 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5033993 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72384 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -5034010.000000 Penalty: 1040.806641
	Iteration 125Q: 3 clusters Score -5034010 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -5034030.500000 Penalty: 1040.806641
	Iteration 126Q: 3 clusters Score -5034030 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -5034033.000000 Penalty: 1040.806641
	Iteration 127Q: 3 clusters Score -5034033 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72766 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -5034050.000000 Penalty: 1040.806641
	Iteration 128Q: 3 clusters Score -5034050 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -5034041.500000 Penalty: 1040.806641
	Iteration 129Q: 3 clusters Score -5034042 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -5034040.000000 Penalty: 1040.806641
	Iteration 130Q: 3 clusters Score -5034040 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5034050 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -5034049.000000 Penalty: 1040.806641
	Iteration 132Q: 3 clusters Score -5034049 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -5034073.500000 Penalty: 1040.806641
	Iteration 133Q: 3 clusters Score -5034074 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -5034072.500000 Penalty: 1040.806641
	Iteration 134Q: 3 clusters Score -5034072 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5034072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73675 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -5034086.500000 Penalty: 1040.806641
	Iteration 136Q: 3 clusters Score -5034086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73759 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -5034099.000000 Penalty: 1040.806641
	Iteration 137Q: 3 clusters Score -5034099 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -5034106.000000 Penalty: 1040.806641
	Iteration 138Q: 3 clusters Score -5034106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73918 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5034090 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -5034093.500000 Penalty: 1040.806641
	Iteration 140F: 3 clusters Score -5034094 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74117 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -5034108.500000 Penalty: 1040.806641
	Iteration 141Q: 3 clusters Score -5034108 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -5034111.500000 Penalty: 1040.806641
	Iteration 142Q: 3 clusters Score -5034112 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5034108 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74440 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -5034120.000000 Penalty: 1040.806641
	Iteration 144Q: 3 clusters Score -5034120 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5034120 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -5034127.500000 Penalty: 1040.806641
	Iteration 146Q: 3 clusters Score -5034128 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74744 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -5034134.500000 Penalty: 1040.806641
	Iteration 147Q: 3 clusters Score -5034134 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -5034144.000000 Penalty: 1040.806641
	Iteration 148Q: 3 clusters Score -5034144 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74930 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -5034141.000000 Penalty: 1040.806641
	Iteration 149Q: 3 clusters Score -5034141 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75020 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -5034142.500000 Penalty: 1040.806641
	Iteration 150Q: 3 clusters Score -5034142 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75110 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -5034137.000000 Penalty: 1040.806641
	Iteration 151Q: 3 clusters Score -5034137 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -5034151.500000 Penalty: 1040.806641
	Iteration 152Q: 3 clusters Score -5034152 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -5034170.000000 Penalty: 1040.806641
	Iteration 153Q: 3 clusters Score -5034170 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75389 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -5034163.500000 Penalty: 1040.806641
	Iteration 154Q: 3 clusters Score -5034164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -5034157.500000 Penalty: 1040.806641
	Iteration 155Q: 3 clusters Score -5034158 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -5034179.000000 Penalty: 1040.806641
	Iteration 156Q: 3 clusters Score -5034179 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -5034167.500000 Penalty: 1040.806641
	Iteration 157Q: 3 clusters Score -5034168 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -5034160.000000 Penalty: 1040.806641
	Iteration 158Q: 3 clusters Score -5034160 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5034168 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76015 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -5034162.000000 Penalty: 1040.806641
	Iteration 160F: 3 clusters Score -5034162 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -5034151.500000 Penalty: 1040.806641
	Iteration 161Q: 3 clusters Score -5034152 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -5034153.000000 Penalty: 1040.806641
	Iteration 162Q: 3 clusters Score -5034153 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76389 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -5034163.000000 Penalty: 1040.806641
	Iteration 163Q: 3 clusters Score -5034163 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76512 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5034184 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5034186 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5034196 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5034198 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77041 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -5034195.500000 Penalty: 1040.806641
	Iteration 168Q: 3 clusters Score -5034196 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77161 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -5034218.000000 Penalty: 1040.806641
	Iteration 169Q: 3 clusters Score -5034218 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5034240 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77427 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5034236 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77557 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -5034244.500000 Penalty: 1040.806641
	Iteration 172Q: 3 clusters Score -5034244 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5034250 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5034266 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5034272 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78084 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5034266 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78243 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5034274 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78409 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5034284 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78586 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5034292 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5034294 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -5034314.000000 Penalty: 1040.806641
	Iteration 181Q: 3 clusters Score -5034314 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79018 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5034318 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79131 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5034328 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79254 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5034350 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5034350 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5034367 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79586 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5034360 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79695 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5034367 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79800 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5034376 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5034376 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5034380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80091 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -5034392.000000 Penalty: 1040.806641
	Iteration 192Q: 3 clusters Score -5034392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80186 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5034393 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80279 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -5034395.000000 Penalty: 1040.806641
	Iteration 194Q: 3 clusters Score -5034395 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5034398 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5034398 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5034400 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80754 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5034394 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5034395 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81069 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5034412 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5034422 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81370 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5034450 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81531 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5034460 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5034470 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81877 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5034489 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5034501 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82288 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5034518 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82485 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5034556 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82711 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5034590 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82958 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5034612 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5034654 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83461 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5034672 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83747 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5034707 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84036 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5034744 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84347 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -5034807.500000 Penalty: 1040.806641
	Iteration 215Q: 3 clusters Score -5034808 nChanged 339
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5034852 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85061 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5034926 nChanged 406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85467 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5035013 nChanged 444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85911 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5035100 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86372 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -5035234.000000 Penalty: 1040.806641
	Iteration 220F: 3 clusters Score -5035234 nChanged 485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5035372 nChanged 507
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87364 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5035508 nChanged 524
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87888 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5035696 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88387 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5035866 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88886 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -5036038.000000 Penalty: 1040.806641
	Iteration 225Q: 3 clusters Score -5036038 nChanged 497
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5036257 nChanged 459
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5036476 nChanged 419
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5036624 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90631 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5036790 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90954 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5036950 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91265 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5037084 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91525 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5037204 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91727 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5037300 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91874 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5037374 nChanged 131
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Mstep: Class 1 contains 92005 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5037434.500000 Penalty: 1040.806641
	Iteration 235Q: 3 clusters Score -5037434 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92097 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5037468 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -5037515 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92242 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5037544 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92300 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5037551.500000 Penalty: 1040.806641
	Iteration 239Q: 3 clusters Score -5037552 nChanged 32
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Mstep: Class 1 contains 92332 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5037563.000000 Penalty: 1040.806641
	Iteration 240F: 3 clusters Score -5037563 nChanged 18
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Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5037561 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -5037567 nChanged 10
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Mstep: Class 1 contains 92373 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -5037567 nChanged 12
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Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -5037571 nChanged 14
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Mstep: Class 1 contains 92397 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -5037576 nChanged 14
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Mstep: Class 1 contains 92411 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5037584.500000 Penalty: 1040.806641
	Iteration 246Q: 3 clusters Score -5037584 nChanged 11
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Mstep: Class 1 contains 92422 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -5037589 nChanged 9
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Mstep: Class 1 contains 92429 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -5037594 nChanged 9
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Mstep: Class 1 contains 92438 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -5037598 nChanged 7
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Mstep: Class 1 contains 92445 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -5037606 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92455 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5037604.500000 Penalty: 1040.806641
	Iteration 251Q: 3 clusters Score -5037604 nChanged 3
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Mstep: Class 1 contains 92456 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5037608.000000 Penalty: 1040.806641
	Iteration 252Q: 3 clusters Score -5037608 nChanged 5
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Mstep: Class 1 contains 92461 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5037612.500000 Penalty: 1040.806641
	Iteration 253Q: 3 clusters Score -5037612 nChanged 3
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Mstep: Class 1 contains 92464 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5037611.500000 Penalty: 1040.806641
	Iteration 254Q: 3 clusters Score -5037612 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92467 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5037613.500000 Penalty: 1040.806641
	Iteration 255Q: 3 clusters Score -5037614 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92470 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5037615.500000 Penalty: 1040.806641
	Iteration 256Q: 3 clusters Score -5037616 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92473 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5037614.500000 Penalty: 1040.806641
	Iteration 257Q: 3 clusters Score -5037614 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5037620.000000 Penalty: 1040.806641
	Iteration 258Q: 3 clusters Score -5037620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92482 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5037625.000000 Penalty: 1040.806641
	Iteration 259Q: 3 clusters Score -5037625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92484 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5037622.000000 Penalty: 1040.806641
	Iteration 260F: 3 clusters Score -5037622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92486 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5037625.000000 Penalty: 1040.806641
	Iteration 261Q: 3 clusters Score -5037625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92486 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5037625.000000 Penalty: 1040.806641
	Iteration 262F: 3 clusters Score -5037625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -199792.140625 Penalty: 376.864471
	Iteration 0F: 2 clusters Score -199792.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -197111.750000 Penalty: 753.728943
	Iteration 0F: 3 clusters Score -197111.8 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -198262.906250 Penalty: 753.728943
	Iteration 1F: 3 clusters Score -198262.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -198517.968750 Penalty: 753.728943
	Iteration 2F: 3 clusters Score -198518 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -198791.468750 Penalty: 753.728943
	Iteration 3F: 3 clusters Score -198791.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -199062.921875 Penalty: 753.728943
	Iteration 4F: 3 clusters Score -199062.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -199273.062500 Penalty: 753.728943
	Iteration 5F: 3 clusters Score -199273.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -199440.578125 Penalty: 753.728943
	Iteration 6Q: 3 clusters Score -199440.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -199556.265625 Penalty: 753.728943
	Iteration 7Q: 3 clusters Score -199556.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -199648.812500 Penalty: 753.728943
	Iteration 8Q: 3 clusters Score -199648.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -199711.125000 Penalty: 753.728943
	Iteration 9Q: 3 clusters Score -199711.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -199733.234375 Penalty: 753.728943
	Iteration 10Q: 3 clusters Score -199733.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -199745.218750 Penalty: 753.728943
	Iteration 11Q: 3 clusters Score -199745.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -199754.265625 Penalty: 753.728943
	Iteration 12Q: 3 clusters Score -199754.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -199756.562500 Penalty: 753.728943
	Iteration 13Q: 3 clusters Score -199756.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -199757.203125 Penalty: 753.728943
	Iteration 14Q: 3 clusters Score -199757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -199757.406250 Penalty: 753.728943
	Iteration 15Q: 3 clusters Score -199757.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -199757.765625 Penalty: 753.728943
	Iteration 16Q: 3 clusters Score -199757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -199757.765625 Penalty: 753.728943
	Iteration 17F: 3 clusters Score -199757.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -8910.718750 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -8910.719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8615.697266 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -8615.697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8659.521484 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -8659.521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8682.589844 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -8682.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8696.535156 Penalty: 478.432068
	Iteration 3F: 3 clusters Score -8696.535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8700.166016 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -8700.166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8702.823242 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -8702.823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8702.823242 Penalty: 478.432068
	Iteration 6F: 3 clusters Score -8702.823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Entering Unmasked Estep 
Score: -231131.578125 Penalty: 381.133057
	Iteration 0F: 2 clusters Score -231131.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -228149.671875 Penalty: 762.266113
	Iteration 0F: 3 clusters Score -228149.7 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -229363.406250 Penalty: 762.266113
	Iteration 1F: 3 clusters Score -229363.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -229559.296875 Penalty: 762.266113
	Iteration 2F: 3 clusters Score -229559.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -229762.468750 Penalty: 762.266113
	Iteration 3F: 3 clusters Score -229762.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -230022.578125 Penalty: 762.266113
	Iteration 4F: 3 clusters Score -230022.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -230294.500000 Penalty: 762.266113
	Iteration 5F: 3 clusters Score -230294.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -230499.437500 Penalty: 762.266113
	Iteration 6F: 3 clusters Score -230499.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -230618.875000 Penalty: 762.266113
	Iteration 7Q: 3 clusters Score -230618.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -230685.968750 Penalty: 762.266113
	Iteration 8Q: 3 clusters Score -230686 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -230731.156250 Penalty: 762.266113
	Iteration 9Q: 3 clusters Score -230731.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -230774.906250 Penalty: 762.266113
	Iteration 10Q: 3 clusters Score -230774.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -230803.890625 Penalty: 762.266113
	Iteration 11Q: 3 clusters Score -230803.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -230828.093750 Penalty: 762.266113
	Iteration 12Q: 3 clusters Score -230828.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -230844.046875 Penalty: 762.266113
	Iteration 13Q: 3 clusters Score -230844 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -230857.343750 Penalty: 762.266113
	Iteration 14Q: 3 clusters Score -230857.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -230868.656250 Penalty: 762.266113
	Iteration 15Q: 3 clusters Score -230868.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -230882.062500 Penalty: 762.266113
	Iteration 16Q: 3 clusters Score -230882.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -230891.359375 Penalty: 762.266113
	Iteration 17Q: 3 clusters Score -230891.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -230895.109375 Penalty: 762.266113
	Iteration 18Q: 3 clusters Score -230895.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -230896.937500 Penalty: 762.266113
	Iteration 19Q: 3 clusters Score -230896.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -230897.390625 Penalty: 762.266113
	Iteration 20F: 3 clusters Score -230897.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -230898.718750 Penalty: 762.266113
	Iteration 21Q: 3 clusters Score -230898.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -230900.671875 Penalty: 762.266113
	Iteration 22Q: 3 clusters Score -230900.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -230904.468750 Penalty: 762.266113
	Iteration 23Q: 3 clusters Score -230904.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -230907.406250 Penalty: 762.266113
	Iteration 24Q: 3 clusters Score -230907.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -230911.437500 Penalty: 762.266113
	Iteration 25Q: 3 clusters Score -230911.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -230914.390625 Penalty: 762.266113
	Iteration 26Q: 3 clusters Score -230914.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -230916.625000 Penalty: 762.266113
	Iteration 27Q: 3 clusters Score -230916.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -230918.953125 Penalty: 762.266113
	Iteration 28Q: 3 clusters Score -230919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -230920.125000 Penalty: 762.266113
	Iteration 29Q: 3 clusters Score -230920.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -230920.187500 Penalty: 762.266113
	Iteration 30Q: 3 clusters Score -230920.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -230921.765625 Penalty: 762.266113
	Iteration 31Q: 3 clusters Score -230921.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -230922.218750 Penalty: 762.266113
	Iteration 32Q: 3 clusters Score -230922.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -230922.250000 Penalty: 762.266113
	Iteration 33Q: 3 clusters Score -230922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -230922.625000 Penalty: 762.266113
	Iteration 34Q: 3 clusters Score -230922.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -230922.875000 Penalty: 762.266113
	Iteration 35Q: 3 clusters Score -230922.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -230923.250000 Penalty: 762.266113
	Iteration 36Q: 3 clusters Score -230923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -230923.187500 Penalty: 762.266113
	Iteration 37Q: 3 clusters Score -230923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -230923.312500 Penalty: 762.266113
	Iteration 38Q: 3 clusters Score -230923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -230923.703125 Penalty: 762.266113
	Iteration 39Q: 3 clusters Score -230923.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -230923.953125 Penalty: 762.266113
	Iteration 40F: 3 clusters Score -230924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -230923.875000 Penalty: 762.266113
	Iteration 41Q: 3 clusters Score -230923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -230923.968750 Penalty: 762.266113
	Iteration 42Q: 3 clusters Score -230924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -230923.968750 Penalty: 762.266113
	Iteration 43F: 3 clusters Score -230924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Entering Unmasked Estep 
Score: -1402191.750000 Penalty: 461.021240
	Iteration 0F: 2 clusters Score -1402192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1385377.625000 Penalty: 922.042480
	Iteration 0F: 3 clusters Score -1385378 nChanged 12089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1392350.875000 Penalty: 922.042480
	Iteration 1F: 3 clusters Score -1392351 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1392824.500000 Penalty: 922.042480
	Iteration 2Q: 3 clusters Score -1392824 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1393561.000000 Penalty: 922.042480
	Iteration 3F: 3 clusters Score -1393561 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1394783.875000 Penalty: 922.042480
	Iteration 4F: 3 clusters Score -1394784 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1396533.125000 Penalty: 922.042480
	Iteration 5F: 3 clusters Score -1396533 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1398486.750000 Penalty: 922.042480
	Iteration 6F: 3 clusters Score -1398487 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1399783.000000 Penalty: 922.042480
	Iteration 7F: 3 clusters Score -1399783 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1400393.875000 Penalty: 922.042480
	Iteration 8Q: 3 clusters Score -1400394 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1400741.375000 Penalty: 922.042480
	Iteration 9Q: 3 clusters Score -1400741 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1400981.500000 Penalty: 922.042480
	Iteration 10Q: 3 clusters Score -1400982 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1401174.625000 Penalty: 922.042480
	Iteration 11Q: 3 clusters Score -1401175 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1401331.875000 Penalty: 922.042480
	Iteration 12Q: 3 clusters Score -1401332 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1401469.250000 Penalty: 922.042480
	Iteration 13Q: 3 clusters Score -1401469 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1401582.500000 Penalty: 922.042480
	Iteration 14Q: 3 clusters Score -1401582 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1401668.625000 Penalty: 922.042480
	Iteration 15Q: 3 clusters Score -1401669 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1401727.375000 Penalty: 922.042480
	Iteration 16Q: 3 clusters Score -1401727 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1401773.750000 Penalty: 922.042480
	Iteration 17Q: 3 clusters Score -1401774 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1401820.375000 Penalty: 922.042480
	Iteration 18Q: 3 clusters Score -1401820 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1401861.125000 Penalty: 922.042480
	Iteration 19Q: 3 clusters Score -1401861 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1401901.750000 Penalty: 922.042480
	Iteration 20F: 3 clusters Score -1401902 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1401931.000000 Penalty: 922.042480
	Iteration 21Q: 3 clusters Score -1401931 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1401956.000000 Penalty: 922.042480
	Iteration 22Q: 3 clusters Score -1401956 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1401979.750000 Penalty: 922.042480
	Iteration 23Q: 3 clusters Score -1401980 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1401993.750000 Penalty: 922.042480
	Iteration 24Q: 3 clusters Score -1401994 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1402005.750000 Penalty: 922.042480
	Iteration 25Q: 3 clusters Score -1402006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1402007.125000 Penalty: 922.042480
	Iteration 26Q: 3 clusters Score -1402007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1402009.500000 Penalty: 922.042480
	Iteration 27Q: 3 clusters Score -1402010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1402014.125000 Penalty: 922.042480
	Iteration 28Q: 3 clusters Score -1402014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1402019.750000 Penalty: 922.042480
	Iteration 29Q: 3 clusters Score -1402020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1402025.500000 Penalty: 922.042480
	Iteration 30Q: 3 clusters Score -1402026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1402035.875000 Penalty: 922.042480
	Iteration 31Q: 3 clusters Score -1402036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1402038.250000 Penalty: 922.042480
	Iteration 32Q: 3 clusters Score -1402038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1402041.500000 Penalty: 922.042480
	Iteration 33Q: 3 clusters Score -1402042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1402042.625000 Penalty: 922.042480
	Iteration 34Q: 3 clusters Score -1402043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1402047.750000 Penalty: 922.042480
	Iteration 35Q: 3 clusters Score -1402048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1402047.875000 Penalty: 922.042480
	Iteration 36Q: 3 clusters Score -1402048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1402050.500000 Penalty: 922.042480
	Iteration 37Q: 3 clusters Score -1402050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1402052.375000 Penalty: 922.042480
	Iteration 38Q: 3 clusters Score -1402052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1402060.000000 Penalty: 922.042480
	Iteration 39Q: 3 clusters Score -1402060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1402063.250000 Penalty: 922.042480
	Iteration 40F: 3 clusters Score -1402063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1402065.750000 Penalty: 922.042480
	Iteration 41Q: 3 clusters Score -1402066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1402067.500000 Penalty: 922.042480
	Iteration 42Q: 3 clusters Score -1402068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1402069.500000 Penalty: 922.042480
	Iteration 43Q: 3 clusters Score -1402070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1402077.625000 Penalty: 922.042480
	Iteration 44Q: 3 clusters Score -1402078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1402083.625000 Penalty: 922.042480
	Iteration 45Q: 3 clusters Score -1402084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1402088.625000 Penalty: 922.042480
	Iteration 46Q: 3 clusters Score -1402089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1402095.250000 Penalty: 922.042480
	Iteration 47Q: 3 clusters Score -1402095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1402097.250000 Penalty: 922.042480
	Iteration 48Q: 3 clusters Score -1402097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1402099.375000 Penalty: 922.042480
	Iteration 49Q: 3 clusters Score -1402099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1402101.125000 Penalty: 922.042480
	Iteration 50Q: 3 clusters Score -1402101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1402102.375000 Penalty: 922.042480
	Iteration 51Q: 3 clusters Score -1402102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1402102.875000 Penalty: 922.042480
	Iteration 52Q: 3 clusters Score -1402103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1402106.375000 Penalty: 922.042480
	Iteration 53Q: 3 clusters Score -1402106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1402110.000000 Penalty: 922.042480
	Iteration 54Q: 3 clusters Score -1402110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1402107.875000 Penalty: 922.042480
	Iteration 55Q: 3 clusters Score -1402108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1402110.625000 Penalty: 922.042480
	Iteration 56Q: 3 clusters Score -1402111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1402112.750000 Penalty: 922.042480
	Iteration 57Q: 3 clusters Score -1402113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1402111.250000 Penalty: 922.042480
	Iteration 58Q: 3 clusters Score -1402111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1402114.875000 Penalty: 922.042480
	Iteration 59Q: 3 clusters Score -1402115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1402112.375000 Penalty: 922.042480
	Iteration 60F: 3 clusters Score -1402112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1402115.375000 Penalty: 922.042480
	Iteration 61Q: 3 clusters Score -1402115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1402119.000000 Penalty: 922.042480
	Iteration 62Q: 3 clusters Score -1402119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1402120.625000 Penalty: 922.042480
	Iteration 63Q: 3 clusters Score -1402121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1402121.500000 Penalty: 922.042480
	Iteration 64Q: 3 clusters Score -1402122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1402120.875000 Penalty: 922.042480
	Iteration 65Q: 3 clusters Score -1402121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1402119.750000 Penalty: 922.042480
	Iteration 66Q: 3 clusters Score -1402120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1402121.750000 Penalty: 922.042480
	Iteration 67Q: 3 clusters Score -1402122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1402121.750000 Penalty: 922.042480
	Iteration 68F: 3 clusters Score -1402122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Entering Unmasked Estep 
Score: -235756.140625 Penalty: 385.703339
	Iteration 0F: 2 clusters Score -235756.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -232514.734375 Penalty: 771.406677
	Iteration 0F: 3 clusters Score -232514.7 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -233791.609375 Penalty: 771.406677
	Iteration 1F: 3 clusters Score -233791.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -233970.437500 Penalty: 771.406677
	Iteration 2F: 3 clusters Score -233970.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -234183.250000 Penalty: 771.406677
	Iteration 3F: 3 clusters Score -234183.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -234415.812500 Penalty: 771.406677
	Iteration 4F: 3 clusters Score -234415.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -234624.703125 Penalty: 771.406677
	Iteration 5F: 3 clusters Score -234624.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -234755.218750 Penalty: 771.406677
	Iteration 6Q: 3 clusters Score -234755.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -234846.031250 Penalty: 771.406677
	Iteration 7Q: 3 clusters Score -234846 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -234928.937500 Penalty: 771.406677
	Iteration 8Q: 3 clusters Score -234928.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -234984.859375 Penalty: 771.406677
	Iteration 9Q: 3 clusters Score -234984.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -235023.781250 Penalty: 771.406677
	Iteration 10Q: 3 clusters Score -235023.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -235050.546875 Penalty: 771.406677
	Iteration 11Q: 3 clusters Score -235050.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -235074.437500 Penalty: 771.406677
	Iteration 12Q: 3 clusters Score -235074.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -235111.687500 Penalty: 771.406677
	Iteration 13Q: 3 clusters Score -235111.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -235154.093750 Penalty: 771.406677
	Iteration 14Q: 3 clusters Score -235154.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -235220.421875 Penalty: 771.406677
	Iteration 15Q: 3 clusters Score -235220.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -235293.125000 Penalty: 771.406677
	Iteration 16Q: 3 clusters Score -235293.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -235347.546875 Penalty: 771.406677
	Iteration 17Q: 3 clusters Score -235347.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -235385.703125 Penalty: 771.406677
	Iteration 18Q: 3 clusters Score -235385.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -235405.500000 Penalty: 771.406677
	Iteration 19Q: 3 clusters Score -235405.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -235412.093750 Penalty: 771.406677
	Iteration 20F: 3 clusters Score -235412.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -235414.859375 Penalty: 771.406677
	Iteration 21Q: 3 clusters Score -235414.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -235415.609375 Penalty: 771.406677
	Iteration 22Q: 3 clusters Score -235415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -235416.000000 Penalty: 771.406677
	Iteration 23Q: 3 clusters Score -235416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -235416.562500 Penalty: 771.406677
	Iteration 24Q: 3 clusters Score -235416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -235416.562500 Penalty: 771.406677
	Iteration 25F: 3 clusters Score -235416.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -30539.689453 Penalty: 295.603271
	Iteration 0F: 2 clusters Score -30539.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -29932.417969 Penalty: 591.206543
	Iteration 0F: 3 clusters Score -29932.42 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -30084.099609 Penalty: 591.206543
	Iteration 1F: 3 clusters Score -30084.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -30121.035156 Penalty: 591.206543
	Iteration 2F: 3 clusters Score -30121.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -30152.230469 Penalty: 591.206543
	Iteration 3F: 3 clusters Score -30152.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -30187.244141 Penalty: 591.206543
	Iteration 4Q: 3 clusters Score -30187.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -30239.357422 Penalty: 591.206543
	Iteration 5F: 3 clusters Score -30239.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -30299.210938 Penalty: 591.206543
	Iteration 6Q: 3 clusters Score -30299.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -30364.751953 Penalty: 591.206543
	Iteration 7F: 3 clusters Score -30364.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -30388.673828 Penalty: 591.206543
	Iteration 8Q: 3 clusters Score -30388.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -30404.292969 Penalty: 591.206543
	Iteration 9Q: 3 clusters Score -30404.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -30411.033203 Penalty: 591.206543
	Iteration 10Q: 3 clusters Score -30411.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -30419.740234 Penalty: 591.206543
	Iteration 11Q: 3 clusters Score -30419.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -30427.195312 Penalty: 591.206543
	Iteration 12Q: 3 clusters Score -30427.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -30431.080078 Penalty: 591.206543
	Iteration 13Q: 3 clusters Score -30431.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -30432.640625 Penalty: 591.206543
	Iteration 14Q: 3 clusters Score -30432.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -30433.714844 Penalty: 591.206543
	Iteration 15Q: 3 clusters Score -30433.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -30434.888672 Penalty: 591.206543
	Iteration 16Q: 3 clusters Score -30434.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -30435.724609 Penalty: 591.206543
	Iteration 17Q: 3 clusters Score -30435.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -30435.724609 Penalty: 591.206543
	Iteration 18F: 3 clusters Score -30435.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54899 members 
Entering Unmasked Estep 
Score: -2767079.250000 Penalty: 496.552887
	Iteration 0F: 2 clusters Score -2767079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -2730285.250000 Penalty: 993.105774
	Iteration 0F: 3 clusters Score -2730285 nChanged 26538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -2745995.500000 Penalty: 993.105774
	Iteration 1F: 3 clusters Score -2745996 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -2746451.000000 Penalty: 993.105774
	Iteration 2Q: 3 clusters Score -2746451 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -2746955.500000 Penalty: 993.105774
	Iteration 3Q: 3 clusters Score -2746956 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -2747625.250000 Penalty: 993.105774
	Iteration 4Q: 3 clusters Score -2747625 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -2748420.500000 Penalty: 993.105774
	Iteration 5Q: 3 clusters Score -2748420 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -2749443.000000 Penalty: 993.105774
	Iteration 6Q: 3 clusters Score -2749443 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -2750800.000000 Penalty: 993.105774
	Iteration 7Q: 3 clusters Score -2750800 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -2752595.750000 Penalty: 993.105774
	Iteration 8F: 3 clusters Score -2752596 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2754520.750000 Penalty: 993.105774
	Iteration 9F: 3 clusters Score -2754521 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -2755950.750000 Penalty: 993.105774
	Iteration 10F: 3 clusters Score -2755951 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2756665.750000 Penalty: 993.105774
	Iteration 11Q: 3 clusters Score -2756666 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2756967.000000 Penalty: 993.105774
	Iteration 12Q: 3 clusters Score -2756967 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2757171.000000 Penalty: 993.105774
	Iteration 13Q: 3 clusters Score -2757171 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2757369.500000 Penalty: 993.105774
	Iteration 14Q: 3 clusters Score -2757370 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2757597.250000 Penalty: 993.105774
	Iteration 15Q: 3 clusters Score -2757597 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2757874.250000 Penalty: 993.105774
	Iteration 16Q: 3 clusters Score -2757874 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2758177.250000 Penalty: 993.105774
	Iteration 17Q: 3 clusters Score -2758177 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2758548.500000 Penalty: 993.105774
	Iteration 18Q: 3 clusters Score -2758548 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2758972.750000 Penalty: 993.105774
	Iteration 19Q: 3 clusters Score -2758973 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2759447.250000 Penalty: 993.105774
	Iteration 20F: 3 clusters Score -2759447 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2759915.500000 Penalty: 993.105774
	Iteration 21Q: 3 clusters Score -2759916 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2760439.500000 Penalty: 993.105774
	Iteration 22Q: 3 clusters Score -2760440 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2761068.250000 Penalty: 993.105774
	Iteration 23Q: 3 clusters Score -2761068 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2761799.000000 Penalty: 993.105774
	Iteration 24Q: 3 clusters Score -2761799 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2762559.500000 Penalty: 993.105774
	Iteration 25Q: 3 clusters Score -2762560 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2763249.500000 Penalty: 993.105774
	Iteration 26Q: 3 clusters Score -2763250 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2763927.250000 Penalty: 993.105774
	Iteration 27Q: 3 clusters Score -2763927 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2764583.750000 Penalty: 993.105774
	Iteration 28Q: 3 clusters Score -2764584 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2765223.750000 Penalty: 993.105774
	Iteration 29Q: 3 clusters Score -2765224 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2765756.500000 Penalty: 993.105774
	Iteration 30Q: 3 clusters Score -2765756 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2766130.000000 Penalty: 993.105774
	Iteration 31Q: 3 clusters Score -2766130 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2766369.750000 Penalty: 993.105774
	Iteration 32Q: 3 clusters Score -2766370 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2766525.000000 Penalty: 993.105774
	Iteration 33Q: 3 clusters Score -2766525 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2766617.000000 Penalty: 993.105774
	Iteration 34Q: 3 clusters Score -2766617 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2766669.250000 Penalty: 993.105774
	Iteration 35Q: 3 clusters Score -2766669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2766691.000000 Penalty: 993.105774
	Iteration 36Q: 3 clusters Score -2766691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2766709.750000 Penalty: 993.105774
	Iteration 37Q: 3 clusters Score -2766710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2766713.750000 Penalty: 993.105774
	Iteration 38Q: 3 clusters Score -2766714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2766714.250000 Penalty: 993.105774
	Iteration 39Q: 3 clusters Score -2766714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2766718.000000 Penalty: 993.105774
	Iteration 40F: 3 clusters Score -2766718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2766718.750000 Penalty: 993.105774
	Iteration 41Q: 3 clusters Score -2766719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2766717.250000 Penalty: 993.105774
	Iteration 42Q: 3 clusters Score -2766717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2766720.000000 Penalty: 993.105774
	Iteration 43Q: 3 clusters Score -2766720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2766723.750000 Penalty: 993.105774
	Iteration 44Q: 3 clusters Score -2766724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2766726.000000 Penalty: 993.105774
	Iteration 45Q: 3 clusters Score -2766726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2766727.250000 Penalty: 993.105774
	Iteration 46Q: 3 clusters Score -2766727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2766727.500000 Penalty: 993.105774
	Iteration 47Q: 3 clusters Score -2766728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2766728.500000 Penalty: 993.105774
	Iteration 48Q: 3 clusters Score -2766728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2766730.500000 Penalty: 993.105774
	Iteration 49Q: 3 clusters Score -2766730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2766732.250000 Penalty: 993.105774
	Iteration 50Q: 3 clusters Score -2766732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2766735.750000 Penalty: 993.105774
	Iteration 51Q: 3 clusters Score -2766736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2766737.250000 Penalty: 993.105774
	Iteration 52Q: 3 clusters Score -2766737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2766740.500000 Penalty: 993.105774
	Iteration 53Q: 3 clusters Score -2766740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2766741.750000 Penalty: 993.105774
	Iteration 54Q: 3 clusters Score -2766742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2766741.000000 Penalty: 993.105774
	Iteration 55Q: 3 clusters Score -2766741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2766742.000000 Penalty: 993.105774
	Iteration 56Q: 3 clusters Score -2766742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2766742.000000 Penalty: 993.105774
	Iteration 57F: 3 clusters Score -2766742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -14410.291016 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -14410.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14047.535156 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -14047.54 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14136.395508 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -14136.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14171.666992 Penalty: 526.328125
	Iteration 2F: 3 clusters Score -14171.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14180.402344 Penalty: 526.328125
	Iteration 3Q: 3 clusters Score -14180.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14188.741211 Penalty: 526.328125
	Iteration 4Q: 3 clusters Score -14188.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14193.052734 Penalty: 526.328125
	Iteration 5Q: 3 clusters Score -14193.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14193.924805 Penalty: 526.328125
	Iteration 6Q: 3 clusters Score -14193.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14194.440430 Penalty: 526.328125
	Iteration 7Q: 3 clusters Score -14194.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14194.851562 Penalty: 526.328125
	Iteration 8Q: 3 clusters Score -14194.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14195.906250 Penalty: 526.328125
	Iteration 9Q: 3 clusters Score -14195.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14195.906250 Penalty: 526.328125
	Iteration 10F: 3 clusters Score -14195.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -26203.517578 Penalty: 285.157623
	Iteration 0F: 2 clusters Score -26203.52 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 251 members 
Entering Unmasked Estep 
Score: -25718.302734 Penalty: 570.315247
	Iteration 0F: 3 clusters Score -25718.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25851.570312 Penalty: 570.315247
	Iteration 1F: 3 clusters Score -25851.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25872.722656 Penalty: 570.315247
	Iteration 2F: 3 clusters Score -25872.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25886.978516 Penalty: 570.315247
	Iteration 3Q: 3 clusters Score -25886.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25895.564453 Penalty: 570.315247
	Iteration 4Q: 3 clusters Score -25895.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25906.554688 Penalty: 570.315247
	Iteration 5Q: 3 clusters Score -25906.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25915.533203 Penalty: 570.315247
	Iteration 6Q: 3 clusters Score -25915.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25922.259766 Penalty: 570.315247
	Iteration 7Q: 3 clusters Score -25922.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25927.011719 Penalty: 570.315247
	Iteration 8Q: 3 clusters Score -25927.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25934.527344 Penalty: 570.315247
	Iteration 9Q: 3 clusters Score -25934.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25948.808594 Penalty: 570.315247
	Iteration 10Q: 3 clusters Score -25948.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25955.636719 Penalty: 570.315247
	Iteration 11Q: 3 clusters Score -25955.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25961.103516 Penalty: 570.315247
	Iteration 12Q: 3 clusters Score -25961.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25969.654297 Penalty: 570.315247
	Iteration 13Q: 3 clusters Score -25969.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25975.031250 Penalty: 570.315247
	Iteration 14Q: 3 clusters Score -25975.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25976.777344 Penalty: 570.315247
	Iteration 15Q: 3 clusters Score -25976.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25977.701172 Penalty: 570.315247
	Iteration 16Q: 3 clusters Score -25977.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25979.179688 Penalty: 570.315247
	Iteration 17Q: 3 clusters Score -25979.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25979.179688 Penalty: 570.315247
	Iteration 18F: 3 clusters Score -25979.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -55145.628906 Penalty: 317.593445
	Iteration 0F: 2 clusters Score -55145.63 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 505 members 
Entering Unmasked Estep 
Score: -54282.425781 Penalty: 635.186890
	Iteration 0F: 3 clusters Score -54282.43 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -54558.863281 Penalty: 635.186890
	Iteration 1F: 3 clusters Score -54558.86 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -54619.546875 Penalty: 635.186890
	Iteration 2F: 3 clusters Score -54619.55 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -54657.929688 Penalty: 635.186890
	Iteration 3F: 3 clusters Score -54657.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54679.027344 Penalty: 635.186890
	Iteration 4Q: 3 clusters Score -54679.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54703.042969 Penalty: 635.186890
	Iteration 5Q: 3 clusters Score -54703.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54741.765625 Penalty: 635.186890
	Iteration 6Q: 3 clusters Score -54741.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54775.730469 Penalty: 635.186890
	Iteration 7Q: 3 clusters Score -54775.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54811.042969 Penalty: 635.186890
	Iteration 8Q: 3 clusters Score -54811.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54838.730469 Penalty: 635.186890
	Iteration 9Q: 3 clusters Score -54838.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54859.636719 Penalty: 635.186890
	Iteration 10Q: 3 clusters Score -54859.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -54877.187500 Penalty: 635.186890
	Iteration 11Q: 3 clusters Score -54877.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -54888.941406 Penalty: 635.186890
	Iteration 12Q: 3 clusters Score -54888.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -54897.250000 Penalty: 635.186890
	Iteration 13Q: 3 clusters Score -54897.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -54907.445312 Penalty: 635.186890
	Iteration 14Q: 3 clusters Score -54907.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -54911.703125 Penalty: 635.186890
	Iteration 15Q: 3 clusters Score -54911.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -54915.648438 Penalty: 635.186890
	Iteration 16Q: 3 clusters Score -54915.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -54916.738281 Penalty: 635.186890
	Iteration 17Q: 3 clusters Score -54916.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -54916.738281 Penalty: 635.186890
	Iteration 18F: 3 clusters Score -54916.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7066.568359 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7066.568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6814.218262 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -6814.218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6857.850586 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -6857.851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6869.831543 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -6869.832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6877.782227 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -6877.782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6882.869629 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -6882.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6883.800293 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -6883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6883.800293 Penalty: 454.746338
	Iteration 6F: 3 clusters Score -6883.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -19135.025391 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -19135.03 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 208 members 
Entering Unmasked Estep 
Score: -18707.906250 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -18707.91 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -18868.873047 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -18868.87 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18909.291016 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -18909.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -18932.175781 Penalty: 550.525757
	Iteration 3Q: 3 clusters Score -18932.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -18944.882812 Penalty: 550.525757
	Iteration 4Q: 3 clusters Score -18944.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -18949.482422 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -18949.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18953.269531 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -18953.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18955.326172 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -18955.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -18956.255859 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -18956.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18958.255859 Penalty: 550.525757
	Iteration 9Q: 3 clusters Score -18958.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18958.615234 Penalty: 550.525757
	Iteration 10Q: 3 clusters Score -18958.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18959.037109 Penalty: 550.525757
	Iteration 11Q: 3 clusters Score -18959.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18959.037109 Penalty: 550.525757
	Iteration 12F: 3 clusters Score -18959.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -76747.421875 Penalty: 331.801361
	Iteration 0F: 2 clusters Score -76747.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -75652.242188 Penalty: 663.602722
	Iteration 0F: 3 clusters Score -75652.24 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -76012.085938 Penalty: 663.602722
	Iteration 1F: 3 clusters Score -76012.09 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -76076.296875 Penalty: 663.602722
	Iteration 2F: 3 clusters Score -76076.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -76112.742188 Penalty: 663.602722
	Iteration 3Q: 3 clusters Score -76112.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -76133.867188 Penalty: 663.602722
	Iteration 4Q: 3 clusters Score -76133.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -76150.085938 Penalty: 663.602722
	Iteration 5Q: 3 clusters Score -76150.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -76172.648438 Penalty: 663.602722
	Iteration 6Q: 3 clusters Score -76172.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -76196.507812 Penalty: 663.602722
	Iteration 7Q: 3 clusters Score -76196.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -76217.296875 Penalty: 663.602722
	Iteration 8Q: 3 clusters Score -76217.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -76245.484375 Penalty: 663.602722
	Iteration 9Q: 3 clusters Score -76245.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -76279.921875 Penalty: 663.602722
	Iteration 10Q: 3 clusters Score -76279.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -76311.250000 Penalty: 663.602722
	Iteration 11Q: 3 clusters Score -76311.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -76327.132812 Penalty: 663.602722
	Iteration 12Q: 3 clusters Score -76327.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -76341.460938 Penalty: 663.602722
	Iteration 13Q: 3 clusters Score -76341.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -76357.250000 Penalty: 663.602722
	Iteration 14Q: 3 clusters Score -76357.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -76374.796875 Penalty: 663.602722
	Iteration 15Q: 3 clusters Score -76374.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -76384.671875 Penalty: 663.602722
	Iteration 16Q: 3 clusters Score -76384.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -76390.148438 Penalty: 663.602722
	Iteration 17Q: 3 clusters Score -76390.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -76391.687500 Penalty: 663.602722
	Iteration 18Q: 3 clusters Score -76391.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -76392.765625 Penalty: 663.602722
	Iteration 19Q: 3 clusters Score -76392.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -76394.195312 Penalty: 663.602722
	Iteration 20F: 3 clusters Score -76394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -76395.484375 Penalty: 663.602722
	Iteration 21Q: 3 clusters Score -76395.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -76397.484375 Penalty: 663.602722
	Iteration 22Q: 3 clusters Score -76397.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -76399.882812 Penalty: 663.602722
	Iteration 23Q: 3 clusters Score -76399.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -76400.851562 Penalty: 663.602722
	Iteration 24Q: 3 clusters Score -76400.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -76402.085938 Penalty: 663.602722
	Iteration 25Q: 3 clusters Score -76402.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -76403.445312 Penalty: 663.602722
	Iteration 26Q: 3 clusters Score -76403.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -76403.906250 Penalty: 663.602722
	Iteration 27Q: 3 clusters Score -76403.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -76404.929688 Penalty: 663.602722
	Iteration 28Q: 3 clusters Score -76404.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -76405.265625 Penalty: 663.602722
	Iteration 29Q: 3 clusters Score -76405.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -76405.335938 Penalty: 663.602722
	Iteration 30Q: 3 clusters Score -76405.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -76405.335938 Penalty: 663.602722
	Iteration 31Q: 3 clusters Score -76405.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -76405.335938 Penalty: 663.602722
	Iteration 32F: 3 clusters Score -76405.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -22616.683594 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -22616.68 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 241 members 
Entering Unmasked Estep 
Score: -22163.847656 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -22163.85 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22351.798828 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -22351.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22403.617188 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -22403.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22439.388672 Penalty: 563.132019
	Iteration 3F: 3 clusters Score -22439.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22459.619141 Penalty: 563.132019
	Iteration 4Q: 3 clusters Score -22459.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22468.917969 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -22468.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22476.447266 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -22476.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22479.818359 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -22479.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22483.783203 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -22483.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22485.558594 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -22485.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22485.558594 Penalty: 563.132019
	Iteration 10F: 3 clusters Score -22485.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -13121.038086 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -13121.04 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 137 members 
Entering Unmasked Estep 
Score: -12791.899414 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -12791.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12856.696289 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -12856.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12896.135742 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -12896.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12917.500977 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -12917.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12922.689453 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -12922.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12925.549805 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -12925.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12929.860352 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -12929.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12935.591797 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -12935.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12938.680664 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -12938.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12938.680664 Penalty: 509.456421
	Iteration 9F: 3 clusters Score -12938.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -23262.626953 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -23262.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22770.501953 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -22770.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22934.779297 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -22934.78 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23017.091797 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -23017.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23062.943359 Penalty: 569.969238
	Iteration 3F: 3 clusters Score -23062.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23103.728516 Penalty: 569.969238
	Iteration 4F: 3 clusters Score -23103.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23126.642578 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -23126.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23143.765625 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -23143.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23161.507812 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -23161.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23172.966797 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -23172.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23188.869141 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -23188.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -23200.968750 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -23200.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23209.886719 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -23209.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -23219.751953 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -23219.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -23223.830078 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -23223.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23225.519531 Penalty: 569.969238
	Iteration 14Q: 3 clusters Score -23225.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23226.912109 Penalty: 569.969238
	Iteration 15Q: 3 clusters Score -23226.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23227.048828 Penalty: 569.969238
	Iteration 16Q: 3 clusters Score -23227.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23227.183594 Penalty: 569.969238
	Iteration 17Q: 3 clusters Score -23227.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23227.183594 Penalty: 569.969238
	Iteration 18F: 3 clusters Score -23227.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Entering Unmasked Estep 
Score: -1253324.750000 Penalty: 456.175629
	Iteration 0F: 2 clusters Score -1253325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1238196.000000 Penalty: 912.351257
	Iteration 0F: 3 clusters Score -1238196 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1244529.125000 Penalty: 912.351257
	Iteration 1F: 3 clusters Score -1244529 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1244857.000000 Penalty: 912.351257
	Iteration 2Q: 3 clusters Score -1244857 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1245216.000000 Penalty: 912.351257
	Iteration 3Q: 3 clusters Score -1245216 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1245690.250000 Penalty: 912.351257
	Iteration 4Q: 3 clusters Score -1245690 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1246363.500000 Penalty: 912.351257
	Iteration 5F: 3 clusters Score -1246364 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1247277.000000 Penalty: 912.351257
	Iteration 6F: 3 clusters Score -1247277 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1248625.625000 Penalty: 912.351257
	Iteration 7F: 3 clusters Score -1248626 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1249919.375000 Penalty: 912.351257
	Iteration 8F: 3 clusters Score -1249919 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1250604.625000 Penalty: 912.351257
	Iteration 9Q: 3 clusters Score -1250605 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1250928.750000 Penalty: 912.351257
	Iteration 10Q: 3 clusters Score -1250929 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1251172.125000 Penalty: 912.351257
	Iteration 11Q: 3 clusters Score -1251172 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1251403.750000 Penalty: 912.351257
	Iteration 12Q: 3 clusters Score -1251404 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1251602.250000 Penalty: 912.351257
	Iteration 13Q: 3 clusters Score -1251602 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1251769.500000 Penalty: 912.351257
	Iteration 14Q: 3 clusters Score -1251770 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1251910.250000 Penalty: 912.351257
	Iteration 15Q: 3 clusters Score -1251910 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1252016.000000 Penalty: 912.351257
	Iteration 16Q: 3 clusters Score -1252016 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1252085.875000 Penalty: 912.351257
	Iteration 17Q: 3 clusters Score -1252086 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1252133.125000 Penalty: 912.351257
	Iteration 18Q: 3 clusters Score -1252133 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1252185.250000 Penalty: 912.351257
	Iteration 19Q: 3 clusters Score -1252185 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1252220.250000 Penalty: 912.351257
	Iteration 20F: 3 clusters Score -1252220 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1252255.250000 Penalty: 912.351257
	Iteration 21Q: 3 clusters Score -1252255 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1252280.250000 Penalty: 912.351257
	Iteration 22Q: 3 clusters Score -1252280 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1252298.125000 Penalty: 912.351257
	Iteration 23Q: 3 clusters Score -1252298 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1252313.250000 Penalty: 912.351257
	Iteration 24Q: 3 clusters Score -1252313 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1252325.625000 Penalty: 912.351257
	Iteration 25Q: 3 clusters Score -1252326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1252339.125000 Penalty: 912.351257
	Iteration 26Q: 3 clusters Score -1252339 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1252351.500000 Penalty: 912.351257
	Iteration 27Q: 3 clusters Score -1252352 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1252359.500000 Penalty: 912.351257
	Iteration 28Q: 3 clusters Score -1252360 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1252370.250000 Penalty: 912.351257
	Iteration 29Q: 3 clusters Score -1252370 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1252378.500000 Penalty: 912.351257
	Iteration 30Q: 3 clusters Score -1252378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1252388.125000 Penalty: 912.351257
	Iteration 31Q: 3 clusters Score -1252388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1252397.000000 Penalty: 912.351257
	Iteration 32Q: 3 clusters Score -1252397 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1252403.000000 Penalty: 912.351257
	Iteration 33Q: 3 clusters Score -1252403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1252406.125000 Penalty: 912.351257
	Iteration 34Q: 3 clusters Score -1252406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1252412.750000 Penalty: 912.351257
	Iteration 35Q: 3 clusters Score -1252413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1252417.750000 Penalty: 912.351257
	Iteration 36Q: 3 clusters Score -1252418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1252423.000000 Penalty: 912.351257
	Iteration 37Q: 3 clusters Score -1252423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1252429.000000 Penalty: 912.351257
	Iteration 38Q: 3 clusters Score -1252429 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1252435.125000 Penalty: 912.351257
	Iteration 39Q: 3 clusters Score -1252435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1252442.125000 Penalty: 912.351257
	Iteration 40F: 3 clusters Score -1252442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1252444.875000 Penalty: 912.351257
	Iteration 41Q: 3 clusters Score -1252445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1252452.875000 Penalty: 912.351257
	Iteration 42Q: 3 clusters Score -1252453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1252457.375000 Penalty: 912.351257
	Iteration 43Q: 3 clusters Score -1252457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1252462.250000 Penalty: 912.351257
	Iteration 44Q: 3 clusters Score -1252462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1252466.375000 Penalty: 912.351257
	Iteration 45Q: 3 clusters Score -1252466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1252473.375000 Penalty: 912.351257
	Iteration 46Q: 3 clusters Score -1252473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1252479.500000 Penalty: 912.351257
	Iteration 47Q: 3 clusters Score -1252480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1252481.250000 Penalty: 912.351257
	Iteration 48Q: 3 clusters Score -1252481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1252479.875000 Penalty: 912.351257
	Iteration 49Q: 3 clusters Score -1252480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1252479.875000 Penalty: 912.351257
	Iteration 50Q: 3 clusters Score -1252480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1252486.750000 Penalty: 912.351257
	Iteration 51Q: 3 clusters Score -1252487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1252489.625000 Penalty: 912.351257
	Iteration 52Q: 3 clusters Score -1252490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1252489.625000 Penalty: 912.351257
	Iteration 53Q: 3 clusters Score -1252490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1252492.375000 Penalty: 912.351257
	Iteration 54Q: 3 clusters Score -1252492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1252497.250000 Penalty: 912.351257
	Iteration 55Q: 3 clusters Score -1252497 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1252499.625000 Penalty: 912.351257
	Iteration 56Q: 3 clusters Score -1252500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1252500.625000 Penalty: 912.351257
	Iteration 57Q: 3 clusters Score -1252501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1252504.000000 Penalty: 912.351257
	Iteration 58Q: 3 clusters Score -1252504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1252507.375000 Penalty: 912.351257
	Iteration 59Q: 3 clusters Score -1252507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1252511.375000 Penalty: 912.351257
	Iteration 60F: 3 clusters Score -1252511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1252515.500000 Penalty: 912.351257
	Iteration 61Q: 3 clusters Score -1252516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1252519.375000 Penalty: 912.351257
	Iteration 62Q: 3 clusters Score -1252519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1252520.250000 Penalty: 912.351257
	Iteration 63Q: 3 clusters Score -1252520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1252520.500000 Penalty: 912.351257
	Iteration 64Q: 3 clusters Score -1252520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1252523.375000 Penalty: 912.351257
	Iteration 65Q: 3 clusters Score -1252523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1252525.375000 Penalty: 912.351257
	Iteration 66Q: 3 clusters Score -1252525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1252524.375000 Penalty: 912.351257
	Iteration 67Q: 3 clusters Score -1252524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1252525.750000 Penalty: 912.351257
	Iteration 68Q: 3 clusters Score -1252526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1252530.125000 Penalty: 912.351257
	Iteration 69Q: 3 clusters Score -1252530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1252536.375000 Penalty: 912.351257
	Iteration 70Q: 3 clusters Score -1252536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1252539.625000 Penalty: 912.351257
	Iteration 71Q: 3 clusters Score -1252540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1252541.875000 Penalty: 912.351257
	Iteration 72Q: 3 clusters Score -1252542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1252550.125000 Penalty: 912.351257
	Iteration 73Q: 3 clusters Score -1252550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1252555.375000 Penalty: 912.351257
	Iteration 74Q: 3 clusters Score -1252555 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1252563.125000 Penalty: 912.351257
	Iteration 75Q: 3 clusters Score -1252563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1252570.375000 Penalty: 912.351257
	Iteration 76Q: 3 clusters Score -1252570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1252573.000000 Penalty: 912.351257
	Iteration 77Q: 3 clusters Score -1252573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1252573.750000 Penalty: 912.351257
	Iteration 78Q: 3 clusters Score -1252574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1252578.375000 Penalty: 912.351257
	Iteration 79Q: 3 clusters Score -1252578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1252581.000000 Penalty: 912.351257
	Iteration 80F: 3 clusters Score -1252581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1252584.875000 Penalty: 912.351257
	Iteration 81Q: 3 clusters Score -1252585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1252580.875000 Penalty: 912.351257
	Iteration 82Q: 3 clusters Score -1252581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1252580.875000 Penalty: 912.351257
	Iteration 83Q: 3 clusters Score -1252581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1252581.375000 Penalty: 912.351257
	Iteration 84Q: 3 clusters Score -1252581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1252581.000000 Penalty: 912.351257
	Iteration 85Q: 3 clusters Score -1252581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1252582.875000 Penalty: 912.351257
	Iteration 86Q: 3 clusters Score -1252583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1252583.125000 Penalty: 912.351257
	Iteration 87Q: 3 clusters Score -1252583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1252580.125000 Penalty: 912.351257
	Iteration 88Q: 3 clusters Score -1252580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1252583.250000 Penalty: 912.351257
	Iteration 89Q: 3 clusters Score -1252583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1252584.125000 Penalty: 912.351257
	Iteration 90Q: 3 clusters Score -1252584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1252583.875000 Penalty: 912.351257
	Iteration 91Q: 3 clusters Score -1252584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1252583.625000 Penalty: 912.351257
	Iteration 92Q: 3 clusters Score -1252584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1252582.625000 Penalty: 912.351257
	Iteration 93Q: 3 clusters Score -1252583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1252585.000000 Penalty: 912.351257
	Iteration 94Q: 3 clusters Score -1252585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1252582.375000 Penalty: 912.351257
	Iteration 95Q: 3 clusters Score -1252582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1252587.000000 Penalty: 912.351257
	Iteration 96Q: 3 clusters Score -1252587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1252587.000000 Penalty: 912.351257
	Iteration 97Q: 3 clusters Score -1252587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1252587.750000 Penalty: 912.351257
	Iteration 98Q: 3 clusters Score -1252588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1252591.250000 Penalty: 912.351257
	Iteration 99Q: 3 clusters Score -1252591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1252594.500000 Penalty: 912.351257
	Iteration 100F: 3 clusters Score -1252594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1252593.750000 Penalty: 912.351257
	Iteration 101Q: 3 clusters Score -1252594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1252595.500000 Penalty: 912.351257
	Iteration 102Q: 3 clusters Score -1252596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1252597.625000 Penalty: 912.351257
	Iteration 103Q: 3 clusters Score -1252598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1252596.500000 Penalty: 912.351257
	Iteration 104Q: 3 clusters Score -1252596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1252596.875000 Penalty: 912.351257
	Iteration 105Q: 3 clusters Score -1252597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1252596.500000 Penalty: 912.351257
	Iteration 106Q: 3 clusters Score -1252596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1252597.000000 Penalty: 912.351257
	Iteration 107Q: 3 clusters Score -1252597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1252595.875000 Penalty: 912.351257
	Iteration 108Q: 3 clusters Score -1252596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1252597.125000 Penalty: 912.351257
	Iteration 109Q: 3 clusters Score -1252597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1252598.125000 Penalty: 912.351257
	Iteration 110Q: 3 clusters Score -1252598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1252598.125000 Penalty: 912.351257
	Iteration 111F: 3 clusters Score -1252598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -6409.600586 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -6409.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6132.266602 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -6132.267 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6206.490234 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -6206.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6225.515625 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -6225.516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6240.911621 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -6240.912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6244.487793 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -6244.488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6246.649414 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -6246.649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6252.455566 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -6252.456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6259.445312 Penalty: 474.063232
	Iteration 7Q: 3 clusters Score -6259.445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6272.390625 Penalty: 474.063232
	Iteration 8Q: 3 clusters Score -6272.391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6275.544434 Penalty: 474.063232
	Iteration 9Q: 3 clusters Score -6275.544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6284.299316 Penalty: 474.063232
	Iteration 10Q: 3 clusters Score -6284.299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6290.738770 Penalty: 474.063232
	Iteration 11Q: 3 clusters Score -6290.739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6293.242188 Penalty: 474.063232
	Iteration 12Q: 3 clusters Score -6293.242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6293.242188 Penalty: 474.063232
	Iteration 13F: 3 clusters Score -6293.242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -36957.234375 Penalty: 299.102448
	Iteration 0F: 2 clusters Score -36957.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -36360.906250 Penalty: 598.204895
	Iteration 0F: 3 clusters Score -36360.91 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -36567.199219 Penalty: 598.204895
	Iteration 1F: 3 clusters Score -36567.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36628.699219 Penalty: 598.204895
	Iteration 2F: 3 clusters Score -36628.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36655.679688 Penalty: 598.204895
	Iteration 3Q: 3 clusters Score -36655.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -36672.894531 Penalty: 598.204895
	Iteration 4Q: 3 clusters Score -36672.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36686.269531 Penalty: 598.204895
	Iteration 5Q: 3 clusters Score -36686.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -36698.132812 Penalty: 598.204895
	Iteration 6Q: 3 clusters Score -36698.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36709.089844 Penalty: 598.204895
	Iteration 7Q: 3 clusters Score -36709.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36723.957031 Penalty: 598.204895
	Iteration 8Q: 3 clusters Score -36723.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36737.550781 Penalty: 598.204895
	Iteration 9Q: 3 clusters Score -36737.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36754.867188 Penalty: 598.204895
	Iteration 10Q: 3 clusters Score -36754.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36766.203125 Penalty: 598.204895
	Iteration 11Q: 3 clusters Score -36766.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36781.171875 Penalty: 598.204895
	Iteration 12Q: 3 clusters Score -36781.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36794.011719 Penalty: 598.204895
	Iteration 13Q: 3 clusters Score -36794.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36803.257812 Penalty: 598.204895
	Iteration 14Q: 3 clusters Score -36803.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36808.000000 Penalty: 598.204895
	Iteration 15Q: 3 clusters Score -36808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36814.605469 Penalty: 598.204895
	Iteration 16Q: 3 clusters Score -36814.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36819.500000 Penalty: 598.204895
	Iteration 17Q: 3 clusters Score -36819.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36820.980469 Penalty: 598.204895
	Iteration 18Q: 3 clusters Score -36820.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36821.617188 Penalty: 598.204895
	Iteration 19Q: 3 clusters Score -36821.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36822.035156 Penalty: 598.204895
	Iteration 20F: 3 clusters Score -36822.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -6663.601074 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -6663.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6421.395996 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -6421.396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6490.088379 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -6490.088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6523.753418 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -6523.753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6569.229004 Penalty: 460.118378
	Iteration 3F: 3 clusters Score -6569.229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6589.787109 Penalty: 460.118378
	Iteration 4F: 3 clusters Score -6589.787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6597.224609 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -6597.225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6602.273926 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -6602.274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6605.598633 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -6605.599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6605.598633 Penalty: 460.118378
	Iteration 8F: 3 clusters Score -6605.599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -6925.556152 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -6925.556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6704.592773 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -6704.593 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6768.403320 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -6768.403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6782.365234 Penalty: 467.357666
	Iteration 2Q: 3 clusters Score -6782.365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6792.778320 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -6792.778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6800.568359 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -6800.568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6800.568359 Penalty: 467.357666
	Iteration 5F: 3 clusters Score -6800.568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (302709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302709 members 
Entering Unmasked Estep 
Score: -16046717.000000 Penalty: 574.234009
	Iteration 0F: 2 clusters Score -1.604672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151401 members 
Mstep: Class 2 contains 151308 members 
Entering Unmasked Estep 
Score: -15860127.000000 Penalty: 1148.468018
	Iteration 0F: 3 clusters Score -1.586013e+07 nChanged 149622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150039 members 
Mstep: Class 2 contains 152670 members 
Entering Unmasked Estep 
Score: -15955656.000000 Penalty: 1148.468018
	Iteration 1F: 3 clusters Score -1.595566e+07 nChanged 14855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148076 members 
Mstep: Class 2 contains 154633 members 
Entering Unmasked Estep 
Score: -15962770.000000 Penalty: 1148.468018
	Iteration 2Q: 3 clusters Score -1.596277e+07 nChanged 17354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146124 members 
Mstep: Class 2 contains 156585 members 
Entering Unmasked Estep 
Score: -15973649.000000 Penalty: 1148.468018
	Iteration 3F: 3 clusters Score -1.597365e+07 nChanged 19654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144934 members 
Mstep: Class 2 contains 157775 members 
Entering Unmasked Estep 
Score: -15988383.000000 Penalty: 1148.468018
	Iteration 4F: 3 clusters Score -1.598838e+07 nChanged 19990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145146 members 
Mstep: Class 2 contains 157563 members 
Entering Unmasked Estep 
Score: -16002185.000000 Penalty: 1148.468018
	Iteration 5F: 3 clusters Score -1.600218e+07 nChanged 16229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145841 members 
Mstep: Class 2 contains 156868 members 
Entering Unmasked Estep 
Score: -16009431.000000 Penalty: 1148.468018
	Iteration 6F: 3 clusters Score -1.600943e+07 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146182 members 
Mstep: Class 2 contains 156527 members 
Entering Unmasked Estep 
Score: -16011293.000000 Penalty: 1148.468018
	Iteration 7Q: 3 clusters Score -1.601129e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146369 members 
Mstep: Class 2 contains 156340 members 
Entering Unmasked Estep 
Score: -16011525.000000 Penalty: 1148.468018
	Iteration 8Q: 3 clusters Score -1.601152e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146544 members 
Mstep: Class 2 contains 156165 members 
Entering Unmasked Estep 
Score: -16011676.000000 Penalty: 1148.468018
	Iteration 9Q: 3 clusters Score -1.601168e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146740 members 
Mstep: Class 2 contains 155969 members 
Entering Unmasked Estep 
Score: -16011685.000000 Penalty: 1148.468018
	Iteration 10Q: 3 clusters Score -1.601168e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146886 members 
Mstep: Class 2 contains 155823 members 
Entering Unmasked Estep 
Score: -16011777.000000 Penalty: 1148.468018
	Iteration 11Q: 3 clusters Score -1.601178e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147041 members 
Mstep: Class 2 contains 155668 members 
Entering Unmasked Estep 
Score: -16011880.000000 Penalty: 1148.468018
	Iteration 12Q: 3 clusters Score -1.601188e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147139 members 
Mstep: Class 2 contains 155570 members 
Entering Unmasked Estep 
Score: -16011976.000000 Penalty: 1148.468018
	Iteration 13Q: 3 clusters Score -1.601198e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147221 members 
Mstep: Class 2 contains 155488 members 
Entering Unmasked Estep 
Score: -16012044.000000 Penalty: 1148.468018
	Iteration 14Q: 3 clusters Score -1.601204e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147278 members 
Mstep: Class 2 contains 155431 members 
Entering Unmasked Estep 
Score: -16012088.000000 Penalty: 1148.468018
	Iteration 15Q: 3 clusters Score -1.601209e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147373 members 
Mstep: Class 2 contains 155336 members 
Entering Unmasked Estep 
Score: -16012237.000000 Penalty: 1148.468018
	Iteration 16Q: 3 clusters Score -1.601224e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147470 members 
Mstep: Class 2 contains 155239 members 
Entering Unmasked Estep 
Score: -16012324.000000 Penalty: 1148.468018
	Iteration 17Q: 3 clusters Score -1.601232e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147591 members 
Mstep: Class 2 contains 155118 members 
Entering Unmasked Estep 
Score: -16012352.000000 Penalty: 1148.468018
	Iteration 18Q: 3 clusters Score -1.601235e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147627 members 
Mstep: Class 2 contains 155082 members 
Entering Unmasked Estep 
Score: -16012468.000000 Penalty: 1148.468018
	Iteration 19Q: 3 clusters Score -1.601247e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147650 members 
Mstep: Class 2 contains 155059 members 
Entering Unmasked Estep 
Score: -16012554.000000 Penalty: 1148.468018
	Iteration 20F: 3 clusters Score -1.601255e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147682 members 
Mstep: Class 2 contains 155027 members 
Entering Unmasked Estep 
Score: -16012772.000000 Penalty: 1148.468018
	Iteration 21Q: 3 clusters Score -1.601277e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147780 members 
Mstep: Class 2 contains 154929 members 
Entering Unmasked Estep 
Score: -16012898.000000 Penalty: 1148.468018
	Iteration 22Q: 3 clusters Score -1.60129e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147901 members 
Mstep: Class 2 contains 154808 members 
Entering Unmasked Estep 
Score: -16012961.000000 Penalty: 1148.468018
	Iteration 23Q: 3 clusters Score -1.601296e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148060 members 
Mstep: Class 2 contains 154649 members 
Entering Unmasked Estep 
Score: -16013007.000000 Penalty: 1148.468018
	Iteration 24Q: 3 clusters Score -1.601301e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148167 members 
Mstep: Class 2 contains 154542 members 
Entering Unmasked Estep 
Score: -16013288.000000 Penalty: 1148.468018
	Iteration 25Q: 3 clusters Score -1.601329e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148216 members 
Mstep: Class 2 contains 154493 members 
Entering Unmasked Estep 
Score: -16013414.000000 Penalty: 1148.468018
	Iteration 26Q: 3 clusters Score -1.601341e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148295 members 
Mstep: Class 2 contains 154414 members 
Entering Unmasked Estep 
Score: -16013569.000000 Penalty: 1148.468018
	Iteration 27Q: 3 clusters Score -1.601357e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148428 members 
Mstep: Class 2 contains 154281 members 
Entering Unmasked Estep 
Score: -16013730.000000 Penalty: 1148.468018
	Iteration 28Q: 3 clusters Score -1.601373e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148543 members 
Mstep: Class 2 contains 154166 members 
Entering Unmasked Estep 
Score: -16013906.000000 Penalty: 1148.468018
	Iteration 29Q: 3 clusters Score -1.601391e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148633 members 
Mstep: Class 2 contains 154076 members 
Entering Unmasked Estep 
Score: -16014152.000000 Penalty: 1148.468018
	Iteration 30Q: 3 clusters Score -1.601415e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148714 members 
Mstep: Class 2 contains 153995 members 
Entering Unmasked Estep 
Score: -16014367.000000 Penalty: 1148.468018
	Iteration 31Q: 3 clusters Score -1.601437e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148749 members 
Mstep: Class 2 contains 153960 members 
Entering Unmasked Estep 
Score: -16014700.000000 Penalty: 1148.468018
	Iteration 32Q: 3 clusters Score -1.60147e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148773 members 
Mstep: Class 2 contains 153936 members 
Entering Unmasked Estep 
Score: -16015004.000000 Penalty: 1148.468018
	Iteration 33Q: 3 clusters Score -1.6015e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148727 members 
Mstep: Class 2 contains 153982 members 
Entering Unmasked Estep 
Score: -16015344.000000 Penalty: 1148.468018
	Iteration 34Q: 3 clusters Score -1.601534e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148665 members 
Mstep: Class 2 contains 154044 members 
Entering Unmasked Estep 
Score: -16015663.000000 Penalty: 1148.468018
	Iteration 35Q: 3 clusters Score -1.601566e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148589 members 
Mstep: Class 2 contains 154120 members 
Entering Unmasked Estep 
Score: -16015939.000000 Penalty: 1148.468018
	Iteration 36Q: 3 clusters Score -1.601594e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148522 members 
Mstep: Class 2 contains 154187 members 
Entering Unmasked Estep 
Score: -16016230.000000 Penalty: 1148.468018
	Iteration 37Q: 3 clusters Score -1.601623e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148444 members 
Mstep: Class 2 contains 154265 members 
Entering Unmasked Estep 
Score: -16016577.000000 Penalty: 1148.468018
	Iteration 38Q: 3 clusters Score -1.601658e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148387 members 
Mstep: Class 2 contains 154322 members 
Entering Unmasked Estep 
Score: -16016873.000000 Penalty: 1148.468018
	Iteration 39Q: 3 clusters Score -1.601687e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148339 members 
Mstep: Class 2 contains 154370 members 
Entering Unmasked Estep 
Score: -16017138.000000 Penalty: 1148.468018
	Iteration 40F: 3 clusters Score -1.601714e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148283 members 
Mstep: Class 2 contains 154426 members 
Entering Unmasked Estep 
Score: -16017427.000000 Penalty: 1148.468018
	Iteration 41Q: 3 clusters Score -1.601743e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148247 members 
Mstep: Class 2 contains 154462 members 
Entering Unmasked Estep 
Score: -16017603.000000 Penalty: 1148.468018
	Iteration 42Q: 3 clusters Score -1.60176e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148220 members 
Mstep: Class 2 contains 154489 members 
Entering Unmasked Estep 
Score: -16017958.000000 Penalty: 1148.468018
	Iteration 43Q: 3 clusters Score -1.601796e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148153 members 
Mstep: Class 2 contains 154556 members 
Entering Unmasked Estep 
Score: -16018239.000000 Penalty: 1148.468018
	Iteration 44Q: 3 clusters Score -1.601824e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148114 members 
Mstep: Class 2 contains 154595 members 
Entering Unmasked Estep 
Score: -16018493.000000 Penalty: 1148.468018
	Iteration 45Q: 3 clusters Score -1.601849e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148148 members 
Mstep: Class 2 contains 154561 members 
Entering Unmasked Estep 
Score: -16018756.000000 Penalty: 1148.468018
	Iteration 46Q: 3 clusters Score -1.601876e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148240 members 
Mstep: Class 2 contains 154469 members 
Entering Unmasked Estep 
Score: -16018939.000000 Penalty: 1148.468018
	Iteration 47Q: 3 clusters Score -1.601894e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148433 members 
Mstep: Class 2 contains 154276 members 
Entering Unmasked Estep 
Score: -16019353.000000 Penalty: 1148.468018
	Iteration 48Q: 3 clusters Score -1.601935e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148685 members 
Mstep: Class 2 contains 154024 members 
Entering Unmasked Estep 
Score: -16019685.000000 Penalty: 1148.468018
	Iteration 49Q: 3 clusters Score -1.601968e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149044 members 
Mstep: Class 2 contains 153665 members 
Entering Unmasked Estep 
Score: -16019955.000000 Penalty: 1148.468018
	Iteration 50Q: 3 clusters Score -1.601996e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149462 members 
Mstep: Class 2 contains 153247 members 
Entering Unmasked Estep 
Score: -16020262.000000 Penalty: 1148.468018
	Iteration 51Q: 3 clusters Score -1.602026e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149921 members 
Mstep: Class 2 contains 152788 members 
Entering Unmasked Estep 
Score: -16020500.000000 Penalty: 1148.468018
	Iteration 52Q: 3 clusters Score -1.60205e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150412 members 
Mstep: Class 2 contains 152297 members 
Entering Unmasked Estep 
Score: -16020661.000000 Penalty: 1148.468018
	Iteration 53Q: 3 clusters Score -1.602066e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151009 members 
Mstep: Class 2 contains 151700 members 
Entering Unmasked Estep 
Score: -16020946.000000 Penalty: 1148.468018
	Iteration 54Q: 3 clusters Score -1.602095e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151580 members 
Mstep: Class 2 contains 151129 members 
Entering Unmasked Estep 
Score: -16021162.000000 Penalty: 1148.468018
	Iteration 55Q: 3 clusters Score -1.602116e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152159 members 
Mstep: Class 2 contains 150550 members 
Entering Unmasked Estep 
Score: -16021446.000000 Penalty: 1148.468018
	Iteration 56Q: 3 clusters Score -1.602145e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152812 members 
Mstep: Class 2 contains 149897 members 
Entering Unmasked Estep 
Score: -16021679.000000 Penalty: 1148.468018
	Iteration 57Q: 3 clusters Score -1.602168e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153560 members 
Mstep: Class 2 contains 149149 members 
Entering Unmasked Estep 
Score: -16021886.000000 Penalty: 1148.468018
	Iteration 58Q: 3 clusters Score -1.602189e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154303 members 
Mstep: Class 2 contains 148406 members 
Entering Unmasked Estep 
Score: -16022067.000000 Penalty: 1148.468018
	Iteration 59Q: 3 clusters Score -1.602207e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155107 members 
Mstep: Class 2 contains 147602 members 
Entering Unmasked Estep 
Score: -16022243.000000 Penalty: 1148.468018
	Iteration 60F: 3 clusters Score -1.602224e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155982 members 
Mstep: Class 2 contains 146727 members 
Entering Unmasked Estep 
Score: -16022491.000000 Penalty: 1148.468018
	Iteration 61Q: 3 clusters Score -1.602249e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157035 members 
Mstep: Class 2 contains 145674 members 
Entering Unmasked Estep 
Score: -16022880.000000 Penalty: 1148.468018
	Iteration 62Q: 3 clusters Score -1.602288e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158178 members 
Mstep: Class 2 contains 144531 members 
Entering Unmasked Estep 
Score: -16023155.000000 Penalty: 1148.468018
	Iteration 63Q: 3 clusters Score -1.602316e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159387 members 
Mstep: Class 2 contains 143322 members 
Entering Unmasked Estep 
Score: -16023417.000000 Penalty: 1148.468018
	Iteration 64Q: 3 clusters Score -1.602342e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160746 members 
Mstep: Class 2 contains 141963 members 
Entering Unmasked Estep 
Score: -16023747.000000 Penalty: 1148.468018
	Iteration 65Q: 3 clusters Score -1.602375e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162215 members 
Mstep: Class 2 contains 140494 members 
Entering Unmasked Estep 
Score: -16024050.000000 Penalty: 1148.468018
	Iteration 66Q: 3 clusters Score -1.602405e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163764 members 
Mstep: Class 2 contains 138945 members 
Entering Unmasked Estep 
Score: -16024303.000000 Penalty: 1148.468018
	Iteration 67Q: 3 clusters Score -1.60243e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165390 members 
Mstep: Class 2 contains 137319 members 
Entering Unmasked Estep 
Score: -16024677.000000 Penalty: 1148.468018
	Iteration 68Q: 3 clusters Score -1.602468e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167111 members 
Mstep: Class 2 contains 135598 members 
Entering Unmasked Estep 
Score: -16024950.000000 Penalty: 1148.468018
	Iteration 69Q: 3 clusters Score -1.602495e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168934 members 
Mstep: Class 2 contains 133775 members 
Entering Unmasked Estep 
Score: -16025224.000000 Penalty: 1148.468018
	Iteration 70Q: 3 clusters Score -1.602522e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170829 members 
Mstep: Class 2 contains 131880 members 
Entering Unmasked Estep 
Score: -16025577.000000 Penalty: 1148.468018
	Iteration 71Q: 3 clusters Score -1.602558e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172781 members 
Mstep: Class 2 contains 129928 members 
Entering Unmasked Estep 
Score: -16025954.000000 Penalty: 1148.468018
	Iteration 72Q: 3 clusters Score -1.602595e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174791 members 
Mstep: Class 2 contains 127918 members 
Entering Unmasked Estep 
Score: -16026206.000000 Penalty: 1148.468018
	Iteration 73Q: 3 clusters Score -1.602621e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176832 members 
Mstep: Class 2 contains 125877 members 
Entering Unmasked Estep 
Score: -16026363.000000 Penalty: 1148.468018
	Iteration 74Q: 3 clusters Score -1.602636e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179032 members 
Mstep: Class 2 contains 123677 members 
Entering Unmasked Estep 
Score: -16026552.000000 Penalty: 1148.468018
	Iteration 75Q: 3 clusters Score -1.602655e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181248 members 
Mstep: Class 2 contains 121461 members 
Entering Unmasked Estep 
Score: -16026871.000000 Penalty: 1148.468018
	Iteration 76Q: 3 clusters Score -1.602687e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183455 members 
Mstep: Class 2 contains 119254 members 
Entering Unmasked Estep 
Score: -16027102.000000 Penalty: 1148.468018
	Iteration 77Q: 3 clusters Score -1.60271e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185679 members 
Mstep: Class 2 contains 117030 members 
Entering Unmasked Estep 
Score: -16027372.000000 Penalty: 1148.468018
	Iteration 78Q: 3 clusters Score -1.602737e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187943 members 
Mstep: Class 2 contains 114766 members 
Entering Unmasked Estep 
Score: -16027659.000000 Penalty: 1148.468018
	Iteration 79Q: 3 clusters Score -1.602766e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190317 members 
Mstep: Class 2 contains 112392 members 
Entering Unmasked Estep 
Score: -16028010.000000 Penalty: 1148.468018
	Iteration 80F: 3 clusters Score -1.602801e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192777 members 
Mstep: Class 2 contains 109932 members 
Entering Unmasked Estep 
Score: -16028244.000000 Penalty: 1148.468018
	Iteration 81Q: 3 clusters Score -1.602824e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195219 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
Score: -16028630.000000 Penalty: 1148.468018
	Iteration 82Q: 3 clusters Score -1.602863e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197649 members 
Mstep: Class 2 contains 105060 members 
Entering Unmasked Estep 
Score: -16028939.000000 Penalty: 1148.468018
	Iteration 83Q: 3 clusters Score -1.602894e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200108 members 
Mstep: Class 2 contains 102601 members 
Entering Unmasked Estep 
Score: -16029155.000000 Penalty: 1148.468018
	Iteration 84Q: 3 clusters Score -1.602916e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202623 members 
Mstep: Class 2 contains 100086 members 
Entering Unmasked Estep 
Score: -16029446.000000 Penalty: 1148.468018
	Iteration 85Q: 3 clusters Score -1.602945e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205248 members 
Mstep: Class 2 contains 97461 members 
Entering Unmasked Estep 
Score: -16029815.000000 Penalty: 1148.468018
	Iteration 86Q: 3 clusters Score -1.602982e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207882 members 
Mstep: Class 2 contains 94827 members 
Entering Unmasked Estep 
Score: -16030185.000000 Penalty: 1148.468018
	Iteration 87Q: 3 clusters Score -1.603018e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210638 members 
Mstep: Class 2 contains 92071 members 
Entering Unmasked Estep 
Score: -16030561.000000 Penalty: 1148.468018
	Iteration 88Q: 3 clusters Score -1.603056e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213366 members 
Mstep: Class 2 contains 89343 members 
Entering Unmasked Estep 
Score: -16030679.000000 Penalty: 1148.468018
	Iteration 89Q: 3 clusters Score -1.603068e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216062 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -16031087.000000 Penalty: 1148.468018
	Iteration 90Q: 3 clusters Score -1.603109e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218721 members 
Mstep: Class 2 contains 83988 members 
Entering Unmasked Estep 
Score: -16031354.000000 Penalty: 1148.468018
	Iteration 91Q: 3 clusters Score -1.603135e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221373 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -16031751.000000 Penalty: 1148.468018
	Iteration 92Q: 3 clusters Score -1.603175e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223979 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -16031980.000000 Penalty: 1148.468018
	Iteration 93Q: 3 clusters Score -1.603198e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226616 members 
Mstep: Class 2 contains 76093 members 
Entering Unmasked Estep 
Score: -16032204.000000 Penalty: 1148.468018
	Iteration 94Q: 3 clusters Score -1.60322e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229213 members 
Mstep: Class 2 contains 73496 members 
Entering Unmasked Estep 
Score: -16032413.000000 Penalty: 1148.468018
	Iteration 95Q: 3 clusters Score -1.603241e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231845 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -16032786.000000 Penalty: 1148.468018
	Iteration 96Q: 3 clusters Score -1.603279e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234563 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -16033073.000000 Penalty: 1148.468018
	Iteration 97Q: 3 clusters Score -1.603307e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237355 members 
Mstep: Class 2 contains 65354 members 
Entering Unmasked Estep 
Score: -16033373.000000 Penalty: 1148.468018
	Iteration 98Q: 3 clusters Score -1.603337e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240202 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -16033824.000000 Penalty: 1148.468018
	Iteration 99Q: 3 clusters Score -1.603382e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243130 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -16034383.000000 Penalty: 1148.468018
	Iteration 100F: 3 clusters Score -1.603438e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246270 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -16034765.000000 Penalty: 1148.468018
	Iteration 101Q: 3 clusters Score -1.603476e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249568 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -16035531.000000 Penalty: 1148.468018
	Iteration 102Q: 3 clusters Score -1.603553e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253092 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -16036341.000000 Penalty: 1148.468018
	Iteration 103Q: 3 clusters Score -1.603634e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256817 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -16037310.000000 Penalty: 1148.468018
	Iteration 104Q: 3 clusters Score -1.603731e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260728 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -16038434.000000 Penalty: 1148.468018
	Iteration 105Q: 3 clusters Score -1.603843e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264766 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -16039680.000000 Penalty: 1148.468018
	Iteration 106Q: 3 clusters Score -1.603968e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269012 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -16042596.000000 Penalty: 1148.468018
	Iteration 107Q: 3 clusters Score -1.60426e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273674 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -16045291.000000 Penalty: 1148.468018
	Iteration 108Q: 3 clusters Score -1.604529e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278666 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -16047387.000000 Penalty: 1148.468018
	Iteration 109Q: 3 clusters Score -1.604739e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283749 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -16048847.000000 Penalty: 1148.468018
	Iteration 110Q: 3 clusters Score -1.604885e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288537 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -16049553.000000 Penalty: 1148.468018
	Iteration 111Q: 3 clusters Score -1.604955e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292646 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -16049590.000000 Penalty: 1148.468018
	Iteration 112Q: 3 clusters Score -1.604959e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295830 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -16049138.000000 Penalty: 1148.468018
	Iteration 113Q: 3 clusters Score -1.604914e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298054 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -16048573.000000 Penalty: 1148.468018
	Iteration 114Q: 3 clusters Score -1.604857e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299493 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -16048147.000000 Penalty: 1148.468018
	Iteration 115Q: 3 clusters Score -1.604815e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300457 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -16047697.000000 Penalty: 1148.468018
	Iteration 116Q: 3 clusters Score -1.60477e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301066 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -16047344.000000 Penalty: 1148.468018
	Iteration 117Q: 3 clusters Score -1.604734e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301488 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -16047187.000000 Penalty: 1148.468018
	Iteration 118Q: 3 clusters Score -1.604719e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301744 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -16047041.000000 Penalty: 1148.468018
	Iteration 119Q: 3 clusters Score -1.604704e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301910 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -16046908.000000 Penalty: 1148.468018
	Iteration 120F: 3 clusters Score -1.604691e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302014 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -16046875.000000 Penalty: 1148.468018
	Iteration 121Q: 3 clusters Score -1.604688e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302091 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -16046844.000000 Penalty: 1148.468018
	Iteration 122Q: 3 clusters Score -1.604684e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302151 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -16046782.000000 Penalty: 1148.468018
	Iteration 123Q: 3 clusters Score -1.604678e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302203 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -16046730.000000 Penalty: 1148.468018
	Iteration 124Q: 3 clusters Score -1.604673e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302241 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -16046734.000000 Penalty: 1148.468018
	Iteration 125Q: 3 clusters Score -1.604673e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302272 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -16046689.000000 Penalty: 1148.468018
	Iteration 126Q: 3 clusters Score -1.604669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302290 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -16046684.000000 Penalty: 1148.468018
	Iteration 127Q: 3 clusters Score -1.604668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302309 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -16046680.000000 Penalty: 1148.468018
	Iteration 128Q: 3 clusters Score -1.604668e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302328 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16046660.000000 Penalty: 1148.468018
	Iteration 129Q: 3 clusters Score -1.604666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302341 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -16046642.000000 Penalty: 1148.468018
	Iteration 130Q: 3 clusters Score -1.604664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302349 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -16046642.000000 Penalty: 1148.468018
	Iteration 131Q: 3 clusters Score -1.604664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302357 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -16046648.000000 Penalty: 1148.468018
	Iteration 132Q: 3 clusters Score -1.604665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302367 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -16046638.000000 Penalty: 1148.468018
	Iteration 133Q: 3 clusters Score -1.604664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302372 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -16046631.000000 Penalty: 1148.468018
	Iteration 134Q: 3 clusters Score -1.604663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302381 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -16046615.000000 Penalty: 1148.468018
	Iteration 135Q: 3 clusters Score -1.604662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302383 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -16046618.000000 Penalty: 1148.468018
	Iteration 136Q: 3 clusters Score -1.604662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302385 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -16046629.000000 Penalty: 1148.468018
	Iteration 137Q: 3 clusters Score -1.604663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302389 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -16046629.000000 Penalty: 1148.468018
	Iteration 138Q: 3 clusters Score -1.604663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302394 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -16046625.000000 Penalty: 1148.468018
	Iteration 139Q: 3 clusters Score -1.604662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302397 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -16046620.000000 Penalty: 1148.468018
	Iteration 140F: 3 clusters Score -1.604662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302398 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -16046623.000000 Penalty: 1148.468018
	Iteration 141Q: 3 clusters Score -1.604662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302398 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -16046629.000000 Penalty: 1148.468018
	Iteration 142Q: 3 clusters Score -1.604663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302400 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -16046625.000000 Penalty: 1148.468018
	Iteration 143Q: 3 clusters Score -1.604662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302403 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -16046619.000000 Penalty: 1148.468018
	Iteration 144Q: 3 clusters Score -1.604662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302405 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -16046617.000000 Penalty: 1148.468018
	Iteration 145Q: 3 clusters Score -1.604662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302408 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -16046621.000000 Penalty: 1148.468018
	Iteration 146Q: 3 clusters Score -1.604662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302408 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -16046626.000000 Penalty: 1148.468018
	Iteration 147Q: 3 clusters Score -1.604663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302407 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -16046633.000000 Penalty: 1148.468018
	Iteration 148Q: 3 clusters Score -1.604663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302407 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -16046633.000000 Penalty: 1148.468018
	Iteration 149F: 3 clusters Score -1.604663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (38 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Entering Unmasked Estep 
Score: -1524.824829 Penalty: 165.510162
	Iteration 0F: 2 clusters Score -1524.825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1434.729248 Penalty: 331.020325
	Iteration 0F: 3 clusters Score -1434.729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -28137.919922 Penalty: 291.812378
	Iteration 0F: 2 clusters Score -28137.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27556.207031 Penalty: 583.624756
	Iteration 0F: 3 clusters Score -27556.21 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -27702.230469 Penalty: 583.624756
	Iteration 1F: 3 clusters Score -27702.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27744.195312 Penalty: 583.624756
	Iteration 2F: 3 clusters Score -27744.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27793.076172 Penalty: 583.624756
	Iteration 3F: 3 clusters Score -27793.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27847.863281 Penalty: 583.624756
	Iteration 4F: 3 clusters Score -27847.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27874.767578 Penalty: 583.624756
	Iteration 5Q: 3 clusters Score -27874.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27886.949219 Penalty: 583.624756
	Iteration 6Q: 3 clusters Score -27886.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27896.539062 Penalty: 583.624756
	Iteration 7Q: 3 clusters Score -27896.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27901.628906 Penalty: 583.624756
	Iteration 8Q: 3 clusters Score -27901.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27910.029297 Penalty: 583.624756
	Iteration 9Q: 3 clusters Score -27910.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27921.238281 Penalty: 583.624756
	Iteration 10Q: 3 clusters Score -27921.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27936.099609 Penalty: 583.624756
	Iteration 11Q: 3 clusters Score -27936.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27945.158203 Penalty: 583.624756
	Iteration 12Q: 3 clusters Score -27945.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27957.378906 Penalty: 583.624756
	Iteration 13Q: 3 clusters Score -27957.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27961.281250 Penalty: 583.624756
	Iteration 14Q: 3 clusters Score -27961.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27961.679688 Penalty: 583.624756
	Iteration 15Q: 3 clusters Score -27961.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27961.761719 Penalty: 583.624756
	Iteration 16Q: 3 clusters Score -27961.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27961.761719 Penalty: 583.624756
	Iteration 17F: 3 clusters Score -27961.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -22916.869141 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -22916.87 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 227 members 
Entering Unmasked Estep 
Score: -22467.111328 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -22467.11 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22593.314453 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -22593.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22633.521484 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -22633.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22649.257812 Penalty: 555.536194
	Iteration 3Q: 3 clusters Score -22649.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22659.894531 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -22659.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22665.675781 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -22665.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22671.429688 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -22671.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22672.218750 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -22672.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22673.210938 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -22673.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22673.210938 Penalty: 555.536194
	Iteration 9F: 3 clusters Score -22673.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -6114.838379 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -6114.838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5881.909180 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -5881.909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5941.588867 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -5941.589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5951.431152 Penalty: 455.359100
	Iteration 2Q: 3 clusters Score -5951.431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5956.606445 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -5956.606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5957.251465 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -5957.251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5957.979980 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -5957.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5957.979980 Penalty: 455.359100
	Iteration 6F: 3 clusters Score -5957.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8437 members 
Mstep: Class 7 contains 2068 members 
Mstep: Class 8 contains 92729 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 25143 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 663 members 
Mstep: Class 15 contains 54899 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22603 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 716 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302709 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458632.000000 Penalty: 20404.894531
Iteration 159Q: 35 clusters Score -2.745863e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8366 members 
Mstep: Class 7 contains 2068 members 
Mstep: Class 8 contains 92522 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 4320 members 
Mstep: Class 12 contains 25560 members 
Mstep: Class 13 contains 4788 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 54751 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22620 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 716 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302739 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458622.000000 Penalty: 20404.894531
Iteration 160F: 35 clusters Score -2.745862e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8279 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 92335 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 4301 members 
Mstep: Class 12 contains 25987 members 
Mstep: Class 13 contains 4772 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 54617 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22638 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302741 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458788.000000 Penalty: 20404.894531
Iteration 161Q: 35 clusters Score -2.745879e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8207 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 92114 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 4278 members 
Mstep: Class 12 contains 26398 members 
Mstep: Class 13 contains 4763 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 54472 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22665 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302780 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458918.000000 Penalty: 20404.894531
Iteration 162Q: 35 clusters Score -2.745892e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8133 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 91862 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 26791 members 
Mstep: Class 13 contains 4755 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 54329 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22700 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302868 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458982.000000 Penalty: 20404.894531
Iteration 163Q: 35 clusters Score -2.745898e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 8055 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 91609 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 4205 members 
Mstep: Class 12 contains 27207 members 
Mstep: Class 13 contains 4752 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 54199 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22738 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 302931 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458998.000000 Penalty: 20404.894531
Iteration 164Q: 35 clusters Score -2.7459e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 7961 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 91328 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 4179 members 
Mstep: Class 12 contains 27606 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 663 members 
Mstep: Class 15 contains 54075 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22782 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 303032 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27459128.000000 Penalty: 20404.894531
Iteration 165Q: 35 clusters Score -2.745913e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 7863 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 91077 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 4156 members 
Mstep: Class 12 contains 27996 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 664 members 
Mstep: Class 15 contains 53953 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1446 members 
Mstep: Class 22 contains 481 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22814 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 718 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 303130 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27459312.000000 Penalty: 20404.894531
Iteration 166Q: 35 clusters Score -2.745931e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 7776 members 
Mstep: Class 7 contains 2042 members 
Mstep: Class 8 contains 90789 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 4133 members 
Mstep: Class 12 contains 28377 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 664 members 
Mstep: Class 15 contains 53835 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 479 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22860 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 718 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 303247 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27459378.000000 Penalty: 20404.894531
Iteration 167Q: 35 clusters Score -2.745938e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 7691 members 
Mstep: Class 7 contains 2040 members 
Mstep: Class 8 contains 90491 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 4110 members 
Mstep: Class 12 contains 28780 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 664 members 
Mstep: Class 15 contains 53718 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1436 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22890 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 303364 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27459456.000000 Penalty: 20404.894531
Iteration 168Q: 35 clusters Score -2.745946e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 7606 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 90174 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 4087 members 
Mstep: Class 12 contains 29202 members 
Mstep: Class 13 contains 4678 members 
Mstep: Class 14 contains 664 members 
Mstep: Class 15 contains 53617 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 526 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22928 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 303455 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27459520.000000 Penalty: 20404.894531
Iteration 169Q: 35 clusters Score -2.745952e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 7511 members 
Mstep: Class 7 contains 2034 members 
Mstep: Class 8 contains 89890 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 4062 members 
Mstep: Class 12 contains 29600 members 
Mstep: Class 13 contains 4663 members 
Mstep: Class 14 contains 664 members 
Mstep: Class 15 contains 53529 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 526 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 22961 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 303536 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27459734.000000 Penalty: 20404.894531
Iteration 170Q: 35 clusters Score -2.745973e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 7431 members 
Mstep: Class 7 contains 2031 members 
Mstep: Class 8 contains 89570 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 4038 members 
Mstep: Class 12 contains 29998 members 
Mstep: Class 13 contains 4653 members 
Mstep: Class 14 contains 664 members 
Mstep: Class 15 contains 53426 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 526 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23016 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 303625 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27459830.000000 Penalty: 20404.894531
Iteration 171Q: 35 clusters Score -2.745983e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 7352 members 
Mstep: Class 7 contains 2029 members 
Mstep: Class 8 contains 89219 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 4014 members 
Mstep: Class 12 contains 30383 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 664 members 
Mstep: Class 15 contains 53307 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 526 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1422 members 
Mstep: Class 22 contains 473 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23072 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 303775 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27459914.000000 Penalty: 20404.894531
Iteration 172Q: 35 clusters Score -2.745991e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 7275 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 8 contains 88853 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 4005 members 
Mstep: Class 12 contains 30758 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 664 members 
Mstep: Class 15 contains 53166 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 470 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23121 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 303963 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460026.000000 Penalty: 20404.894531
Iteration 173Q: 35 clusters Score -2.746003e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 7190 members 
Mstep: Class 7 contains 2024 members 
Mstep: Class 8 contains 88491 members 
Mstep: Class 9 contains 3951 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 12 contains 31141 members 
Mstep: Class 13 contains 4624 members 
Mstep: Class 14 contains 663 members 
Mstep: Class 15 contains 53043 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1081 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 466 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23170 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 304132 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460072.000000 Penalty: 20404.894531
Iteration 174Q: 35 clusters Score -2.746007e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 7102 members 
Mstep: Class 7 contains 2024 members 
Mstep: Class 8 contains 88149 members 
Mstep: Class 9 contains 3951 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 31508 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 52954 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1412 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23224 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 304268 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460116.000000 Penalty: 20404.894531
Iteration 175Q: 35 clusters Score -2.746012e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 2021 members 
Mstep: Class 8 contains 87780 members 
Mstep: Class 9 contains 3951 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3960 members 
Mstep: Class 12 contains 31847 members 
Mstep: Class 13 contains 4610 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 52877 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1083 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1407 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23287 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 304424 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460164.000000 Penalty: 20404.894531
Iteration 176Q: 35 clusters Score -2.746016e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 6924 members 
Mstep: Class 7 contains 2021 members 
Mstep: Class 8 contains 87459 members 
Mstep: Class 9 contains 3951 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3945 members 
Mstep: Class 12 contains 32192 members 
Mstep: Class 13 contains 4606 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 52811 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1086 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1407 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23329 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 716 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 304533 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460272.000000 Penalty: 20404.894531
Iteration 177Q: 35 clusters Score -2.746027e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 6840 members 
Mstep: Class 7 contains 2019 members 
Mstep: Class 8 contains 87135 members 
Mstep: Class 9 contains 3951 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3939 members 
Mstep: Class 12 contains 32518 members 
Mstep: Class 13 contains 4605 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 52736 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1086 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1404 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23367 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 304665 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460272.000000 Penalty: 20404.894531
Iteration 178Q: 35 clusters Score -2.746027e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 8 contains 86789 members 
Mstep: Class 9 contains 3951 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3917 members 
Mstep: Class 12 contains 32861 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 52665 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1086 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1399 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23422 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 304789 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460402.000000 Penalty: 20404.894531
Iteration 179Q: 35 clusters Score -2.74604e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 6697 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 86443 members 
Mstep: Class 9 contains 3951 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3897 members 
Mstep: Class 12 contains 33199 members 
Mstep: Class 13 contains 4601 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 52603 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1085 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1396 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23478 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 304902 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460350.000000 Penalty: 20404.894531
Iteration 180F: 35 clusters Score -2.746035e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 2012 members 
Mstep: Class 8 contains 86160 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3880 members 
Mstep: Class 12 contains 33525 members 
Mstep: Class 13 contains 4600 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 52547 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1083 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23512 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 304989 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 448 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460382.000000 Penalty: 20404.894531
Iteration 181Q: 35 clusters Score -2.746038e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 6533 members 
Mstep: Class 7 contains 2007 members 
Mstep: Class 8 contains 85891 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3868 members 
Mstep: Class 12 contains 33821 members 
Mstep: Class 13 contains 4596 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 52480 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1081 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23548 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 718 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 305103 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 449 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460364.000000 Penalty: 20404.894531
Iteration 182Q: 35 clusters Score -2.746036e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 6447 members 
Mstep: Class 7 contains 1999 members 
Mstep: Class 8 contains 85586 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3860 members 
Mstep: Class 12 contains 34122 members 
Mstep: Class 13 contains 4593 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 52411 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23591 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 717 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 305242 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 452 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460278.000000 Penalty: 20404.894531
Iteration 183Q: 35 clusters Score -2.746028e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 6354 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 85328 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3851 members 
Mstep: Class 12 contains 34411 members 
Mstep: Class 13 contains 4594 members 
Mstep: Class 14 contains 659 members 
Mstep: Class 15 contains 52329 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23629 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 714 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 305372 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 457 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460242.000000 Penalty: 20404.894531
Iteration 184Q: 35 clusters Score -2.746024e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 6266 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 8 contains 85091 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3832 members 
Mstep: Class 12 contains 34727 members 
Mstep: Class 13 contains 4595 members 
Mstep: Class 14 contains 657 members 
Mstep: Class 15 contains 52241 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23648 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 710 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 305473 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 461 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460234.000000 Penalty: 20404.894531
Iteration 185Q: 35 clusters Score -2.746023e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 6171 members 
Mstep: Class 7 contains 1984 members 
Mstep: Class 8 contains 84843 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 35039 members 
Mstep: Class 13 contains 4598 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 52145 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23672 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 707 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 305599 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460232.000000 Penalty: 20404.894531
Iteration 186Q: 35 clusters Score -2.746023e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 84577 members 
Mstep: Class 9 contains 3949 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3807 members 
Mstep: Class 12 contains 35362 members 
Mstep: Class 13 contains 4597 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 52061 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23698 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 704 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 305715 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 467 members 
Mstep: Class 34 contains 151 members 
Entering Unmasked Estep 
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Iteration 187Q: 35 clusters Score -2.746018e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 1977 members 
Mstep: Class 8 contains 84306 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3802 members 
Mstep: Class 12 contains 35663 members 
Mstep: Class 13 contains 4594 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 51994 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1373 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23709 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 305866 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 469 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
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Score: -27460030.000000 Penalty: 20404.894531
Iteration 188Q: 35 clusters Score -2.746003e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 5879 members 
Mstep: Class 7 contains 1975 members 
Mstep: Class 8 contains 84000 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3791 members 
Mstep: Class 12 contains 35959 members 
Mstep: Class 13 contains 4592 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 51917 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1366 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23726 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306053 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 471 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
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Score: -27460038.000000 Penalty: 20404.894531
Iteration 189Q: 35 clusters Score -2.746004e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 83720 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3786 members 
Mstep: Class 12 contains 36275 members 
Mstep: Class 13 contains 4589 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 51844 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1359 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 23753 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306167 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 473 members 
Mstep: Class 34 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460080.000000 Penalty: 20404.894531
Iteration 190Q: 35 clusters Score -2.746008e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 5716 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 83471 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3783 members 
Mstep: Class 12 contains 36607 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 51776 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1081 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 23781 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306214 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 473 members 
Mstep: Class 34 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460212.000000 Penalty: 20404.894531
Iteration 191Q: 35 clusters Score -2.746021e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 5626 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 83234 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3773 members 
Mstep: Class 12 contains 36937 members 
Mstep: Class 13 contains 4576 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 51704 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1083 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1349 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 23805 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306277 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460342.000000 Penalty: 20404.894531
Iteration 192Q: 35 clusters Score -2.746034e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 82985 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3764 members 
Mstep: Class 12 contains 37291 members 
Mstep: Class 13 contains 4568 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 51635 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1085 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1347 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 23827 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306327 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460354.000000 Penalty: 20404.894531
Iteration 193Q: 35 clusters Score -2.746035e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 5459 members 
Mstep: Class 7 contains 1973 members 
Mstep: Class 8 contains 82730 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3754 members 
Mstep: Class 12 contains 37627 members 
Mstep: Class 13 contains 4563 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 51555 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1084 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1348 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 23848 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306399 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460374.000000 Penalty: 20404.894531
Iteration 194Q: 35 clusters Score -2.746037e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 5390 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 82451 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3748 members 
Mstep: Class 12 contains 37957 members 
Mstep: Class 13 contains 4561 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 51482 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1083 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 23872 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306475 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460376.000000 Penalty: 20404.894531
Iteration 195Q: 35 clusters Score -2.746038e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 5320 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 82164 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3737 members 
Mstep: Class 12 contains 38265 members 
Mstep: Class 13 contains 4561 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 51413 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1083 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1348 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 23910 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306571 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460368.000000 Penalty: 20404.894531
Iteration 196Q: 35 clusters Score -2.746037e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 5247 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 81900 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 38555 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 51334 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1082 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1347 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 23928 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306697 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460364.000000 Penalty: 20404.894531
Iteration 197Q: 35 clusters Score -2.746036e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 5176 members 
Mstep: Class 7 contains 1968 members 
Mstep: Class 8 contains 81639 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3711 members 
Mstep: Class 12 contains 38834 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 15 contains 51251 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1347 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 23955 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306823 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460186.000000 Penalty: 20404.894531
Iteration 198Q: 35 clusters Score -2.746019e+07 nChanged 779
Entering ConstructFrom: 
Score: -27460186.000000 Penalty: 20404.894531
Entering ConstructFrom: 
Trying to split cluster 1 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -12098.119141 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -12098.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11753.905273 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -11753.91 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11835.977539 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -11835.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11857.135742 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -11857.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11871.273438 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -11871.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11876.986328 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -11876.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11877.710938 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -11877.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11879.458008 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -11879.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11879.458008 Penalty: 506.719360
	Iteration 7F: 3 clusters Score -11879.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -12188.597656 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -12188.6 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 116 members 
Entering Unmasked Estep 
Score: -11869.328125 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11869.33 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11947.305664 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -11947.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11977.267578 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -11977.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11998.586914 Penalty: 502.088196
	Iteration 3F: 3 clusters Score -11998.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12010.648438 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -12010.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12019.478516 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -12019.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12020.200195 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -12020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12021.227539 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -12021.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12021.859375 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -12021.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12022.470703 Penalty: 502.088196
	Iteration 9Q: 3 clusters Score -12022.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12024.633789 Penalty: 502.088196
	Iteration 10Q: 3 clusters Score -12024.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12029.442383 Penalty: 502.088196
	Iteration 11Q: 3 clusters Score -12029.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12033.468750 Penalty: 502.088196
	Iteration 12Q: 3 clusters Score -12033.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12034.383789 Penalty: 502.088196
	Iteration 13Q: 3 clusters Score -12034.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12034.383789 Penalty: 502.088196
	Iteration 14F: 3 clusters Score -12034.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -24049.142578 Penalty: 279.266602
	Iteration 0F: 2 clusters Score -24049.14 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 233 members 
Entering Unmasked Estep 
Score: -23577.062500 Penalty: 558.533203
	Iteration 0F: 3 clusters Score -23577.06 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23738.730469 Penalty: 558.533203
	Iteration 1F: 3 clusters Score -23738.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23877.710938 Penalty: 558.533203
	Iteration 2F: 3 clusters Score -23877.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23944.017578 Penalty: 558.533203
	Iteration 3F: 3 clusters Score -23944.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23968.572266 Penalty: 558.533203
	Iteration 4Q: 3 clusters Score -23968.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23980.212891 Penalty: 558.533203
	Iteration 5Q: 3 clusters Score -23980.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23994.966797 Penalty: 558.533203
	Iteration 6Q: 3 clusters Score -23994.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24014.746094 Penalty: 558.533203
	Iteration 7Q: 3 clusters Score -24014.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24035.154297 Penalty: 558.533203
	Iteration 8Q: 3 clusters Score -24035.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24056.371094 Penalty: 558.533203
	Iteration 9Q: 3 clusters Score -24056.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24070.128906 Penalty: 558.533203
	Iteration 10Q: 3 clusters Score -24070.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24076.066406 Penalty: 558.533203
	Iteration 11Q: 3 clusters Score -24076.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24077.818359 Penalty: 558.533203
	Iteration 12Q: 3 clusters Score -24077.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24082.140625 Penalty: 558.533203
	Iteration 13Q: 3 clusters Score -24082.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24082.140625 Penalty: 558.533203
	Iteration 14F: 3 clusters Score -24082.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 5109 members 
Mstep: Class 7 contains 1964 members 
Mstep: Class 8 contains 81422 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 39134 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 51176 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1348 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 23988 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306865 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 153 members 
Mstep: Class 35 contains 152 members 
Entering Unmasked Estep 
Score: -27459852.000000 Penalty: 21005.037109
Splitting cluster 3 changes total score from -27460186.000000 to -27459852.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -44421.687500 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -44421.69 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 475 members 
Entering Unmasked Estep 
Score: -43635.332031 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -43635.33 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -43898.625000 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -43898.62 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -43994.257812 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -43994.26 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44081.710938 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -44081.71 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44163.898438 Penalty: 628.058105
	Iteration 4F: 3 clusters Score -44163.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44230.976562 Penalty: 628.058105
	Iteration 5F: 3 clusters Score -44230.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44261.832031 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -44261.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44288.738281 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -44288.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44311.902344 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -44311.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44335.027344 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -44335.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44346.988281 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -44346.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44357.078125 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -44357.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -44361.035156 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -44361.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -44364.046875 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -44364.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44365.308594 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -44365.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -44366.234375 Penalty: 628.058105
	Iteration 15Q: 3 clusters Score -44366.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -44366.417969 Penalty: 628.058105
	Iteration 16Q: 3 clusters Score -44366.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -44366.644531 Penalty: 628.058105
	Iteration 17Q: 3 clusters Score -44366.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -44367.070312 Penalty: 628.058105
	Iteration 18Q: 3 clusters Score -44367.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -44367.070312 Penalty: 628.058105
	Iteration 19F: 3 clusters Score -44367.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7181.854492 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7181.854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6909.675781 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -6909.676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6964.965820 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -6964.966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6978.295410 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -6978.295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6986.104980 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -6986.105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6987.488770 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -6987.489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6988.314941 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -6988.315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6990.883789 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -6990.884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6999.829102 Penalty: 468.949554
	Iteration 7Q: 3 clusters Score -6999.829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7003.337402 Penalty: 468.949554
	Iteration 8Q: 3 clusters Score -7003.337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7003.337402 Penalty: 468.949554
	Iteration 9F: 3 clusters Score -7003.337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Entering Unmasked Estep 
Score: -285771.781250 Penalty: 388.513550
	Iteration 0F: 2 clusters Score -285771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -282339.531250 Penalty: 777.027100
	Iteration 0F: 3 clusters Score -282339.5 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -283684.500000 Penalty: 777.027100
	Iteration 1F: 3 clusters Score -283684.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -283832.937500 Penalty: 777.027100
	Iteration 2F: 3 clusters Score -283832.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -283984.937500 Penalty: 777.027100
	Iteration 3F: 3 clusters Score -283984.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -284167.218750 Penalty: 777.027100
	Iteration 4F: 3 clusters Score -284167.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -284393.281250 Penalty: 777.027100
	Iteration 5F: 3 clusters Score -284393.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -284647.437500 Penalty: 777.027100
	Iteration 6F: 3 clusters Score -284647.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -284878.468750 Penalty: 777.027100
	Iteration 7F: 3 clusters Score -284878.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -285086.500000 Penalty: 777.027100
	Iteration 8Q: 3 clusters Score -285086.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -285242.218750 Penalty: 777.027100
	Iteration 9Q: 3 clusters Score -285242.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -285351.968750 Penalty: 777.027100
	Iteration 10Q: 3 clusters Score -285352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -285424.406250 Penalty: 777.027100
	Iteration 11Q: 3 clusters Score -285424.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -285468.562500 Penalty: 777.027100
	Iteration 12Q: 3 clusters Score -285468.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -285485.968750 Penalty: 777.027100
	Iteration 13Q: 3 clusters Score -285486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -285495.750000 Penalty: 777.027100
	Iteration 14Q: 3 clusters Score -285495.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -285501.125000 Penalty: 777.027100
	Iteration 15Q: 3 clusters Score -285501.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -285506.906250 Penalty: 777.027100
	Iteration 16Q: 3 clusters Score -285506.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -285516.156250 Penalty: 777.027100
	Iteration 17Q: 3 clusters Score -285516.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -285520.593750 Penalty: 777.027100
	Iteration 18Q: 3 clusters Score -285520.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -285527.687500 Penalty: 777.027100
	Iteration 19Q: 3 clusters Score -285527.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -285533.531250 Penalty: 777.027100
	Iteration 20F: 3 clusters Score -285533.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -285538.062500 Penalty: 777.027100
	Iteration 21Q: 3 clusters Score -285538.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -285542.625000 Penalty: 777.027100
	Iteration 22Q: 3 clusters Score -285542.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -285548.500000 Penalty: 777.027100
	Iteration 23Q: 3 clusters Score -285548.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -285556.562500 Penalty: 777.027100
	Iteration 24Q: 3 clusters Score -285556.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -285564.187500 Penalty: 777.027100
	Iteration 25Q: 3 clusters Score -285564.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -285569.187500 Penalty: 777.027100
	Iteration 26Q: 3 clusters Score -285569.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -285574.281250 Penalty: 777.027100
	Iteration 27Q: 3 clusters Score -285574.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -285579.250000 Penalty: 777.027100
	Iteration 28Q: 3 clusters Score -285579.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -285580.593750 Penalty: 777.027100
	Iteration 29Q: 3 clusters Score -285580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -285580.968750 Penalty: 777.027100
	Iteration 30Q: 3 clusters Score -285581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -285580.968750 Penalty: 777.027100
	Iteration 31F: 3 clusters Score -285581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -108278.437500 Penalty: 345.014587
	Iteration 0F: 2 clusters Score -108278.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -106878.640625 Penalty: 690.029175
	Iteration 0F: 3 clusters Score -106878.6 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -107412.015625 Penalty: 690.029175
	Iteration 1F: 3 clusters Score -107412 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -107527.539062 Penalty: 690.029175
	Iteration 2F: 3 clusters Score -107527.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -107611.093750 Penalty: 690.029175
	Iteration 3F: 3 clusters Score -107611.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -107699.382812 Penalty: 690.029175
	Iteration 4Q: 3 clusters Score -107699.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -107763.281250 Penalty: 690.029175
	Iteration 5Q: 3 clusters Score -107763.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -107797.257812 Penalty: 690.029175
	Iteration 6Q: 3 clusters Score -107797.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -107820.484375 Penalty: 690.029175
	Iteration 7Q: 3 clusters Score -107820.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -107846.953125 Penalty: 690.029175
	Iteration 8Q: 3 clusters Score -107847 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -107873.687500 Penalty: 690.029175
	Iteration 9Q: 3 clusters Score -107873.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -107901.687500 Penalty: 690.029175
	Iteration 10Q: 3 clusters Score -107901.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -107917.007812 Penalty: 690.029175
	Iteration 11Q: 3 clusters Score -107917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -107928.367188 Penalty: 690.029175
	Iteration 12Q: 3 clusters Score -107928.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -107944.789062 Penalty: 690.029175
	Iteration 13Q: 3 clusters Score -107944.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -107960.898438 Penalty: 690.029175
	Iteration 14Q: 3 clusters Score -107960.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -107970.312500 Penalty: 690.029175
	Iteration 15Q: 3 clusters Score -107970.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -107976.609375 Penalty: 690.029175
	Iteration 16Q: 3 clusters Score -107976.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -107979.421875 Penalty: 690.029175
	Iteration 17Q: 3 clusters Score -107979.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -107982.429688 Penalty: 690.029175
	Iteration 18Q: 3 clusters Score -107982.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -107985.296875 Penalty: 690.029175
	Iteration 19Q: 3 clusters Score -107985.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -107986.734375 Penalty: 690.029175
	Iteration 20F: 3 clusters Score -107986.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -107987.929688 Penalty: 690.029175
	Iteration 21Q: 3 clusters Score -107987.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -107988.773438 Penalty: 690.029175
	Iteration 22Q: 3 clusters Score -107988.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -107989.984375 Penalty: 690.029175
	Iteration 23Q: 3 clusters Score -107990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -107991.578125 Penalty: 690.029175
	Iteration 24Q: 3 clusters Score -107991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -107992.992188 Penalty: 690.029175
	Iteration 25Q: 3 clusters Score -107993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -107997.156250 Penalty: 690.029175
	Iteration 26Q: 3 clusters Score -107997.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -108000.890625 Penalty: 690.029175
	Iteration 27Q: 3 clusters Score -108000.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -108004.320312 Penalty: 690.029175
	Iteration 28Q: 3 clusters Score -108004.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -108006.601562 Penalty: 690.029175
	Iteration 29Q: 3 clusters Score -108006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -108007.664062 Penalty: 690.029175
	Iteration 30Q: 3 clusters Score -108007.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -108008.382812 Penalty: 690.029175
	Iteration 31Q: 3 clusters Score -108008.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -108009.250000 Penalty: 690.029175
	Iteration 32Q: 3 clusters Score -108009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -108009.523438 Penalty: 690.029175
	Iteration 33Q: 3 clusters Score -108009.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -108010.390625 Penalty: 690.029175
	Iteration 34Q: 3 clusters Score -108010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -108011.585938 Penalty: 690.029175
	Iteration 35Q: 3 clusters Score -108011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -108011.960938 Penalty: 690.029175
	Iteration 36Q: 3 clusters Score -108012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -108012.500000 Penalty: 690.029175
	Iteration 37Q: 3 clusters Score -108012.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -108012.796875 Penalty: 690.029175
	Iteration 38Q: 3 clusters Score -108012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -108013.039062 Penalty: 690.029175
	Iteration 39Q: 3 clusters Score -108013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -108013.945312 Penalty: 690.029175
	Iteration 40F: 3 clusters Score -108013.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -108015.078125 Penalty: 690.029175
	Iteration 41Q: 3 clusters Score -108015.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -108016.250000 Penalty: 690.029175
	Iteration 42Q: 3 clusters Score -108016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -108016.250000 Penalty: 690.029175
	Iteration 43Q: 3 clusters Score -108016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -108016.250000 Penalty: 690.029175
	Iteration 44F: 3 clusters Score -108016.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (81422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81422 members 
Entering Unmasked Estep 
Score: -4438790.000000 Penalty: 514.486755
	Iteration 0F: 2 clusters Score -4438790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -4384017.000000 Penalty: 1028.973511
	Iteration 0F: 3 clusters Score -4384017 nChanged 39659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -4407774.000000 Penalty: 1028.973511
	Iteration 1F: 3 clusters Score -4407774 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -4408748.000000 Penalty: 1028.973511
	Iteration 2Q: 3 clusters Score -4408748 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -4410183.000000 Penalty: 1028.973511
	Iteration 3Q: 3 clusters Score -4410183 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -4412674.500000 Penalty: 1028.973511
	Iteration 4Q: 3 clusters Score -4412674 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -4416998.500000 Penalty: 1028.973511
	Iteration 5F: 3 clusters Score -4416998 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -4422508.000000 Penalty: 1028.973511
	Iteration 6F: 3 clusters Score -4422508 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -4426387.000000 Penalty: 1028.973511
	Iteration 7F: 3 clusters Score -4426387 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -4428126.000000 Penalty: 1028.973511
	Iteration 8Q: 3 clusters Score -4428126 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -4428919.000000 Penalty: 1028.973511
	Iteration 9Q: 3 clusters Score -4428919 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -4429452.500000 Penalty: 1028.973511
	Iteration 10Q: 3 clusters Score -4429452 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 56605 members 
Entering Unmasked Estep 
Score: -4429856.000000 Penalty: 1028.973511
	Iteration 11Q: 3 clusters Score -4429856 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -4430167.500000 Penalty: 1028.973511
	Iteration 12Q: 3 clusters Score -4430168 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -4430500.000000 Penalty: 1028.973511
	Iteration 13Q: 3 clusters Score -4430500 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -4430769.000000 Penalty: 1028.973511
	Iteration 14Q: 3 clusters Score -4430769 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -4431005.500000 Penalty: 1028.973511
	Iteration 15Q: 3 clusters Score -4431006 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -4431248.500000 Penalty: 1028.973511
	Iteration 16Q: 3 clusters Score -4431248 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -4431502.500000 Penalty: 1028.973511
	Iteration 17Q: 3 clusters Score -4431502 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -4431735.500000 Penalty: 1028.973511
	Iteration 18Q: 3 clusters Score -4431736 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -4431913.000000 Penalty: 1028.973511
	Iteration 19Q: 3 clusters Score -4431913 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -4432097.000000 Penalty: 1028.973511
	Iteration 20F: 3 clusters Score -4432097 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 63468 members 
Entering Unmasked Estep 
Score: -4432267.000000 Penalty: 1028.973511
	Iteration 21Q: 3 clusters Score -4432267 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -4432478.000000 Penalty: 1028.973511
	Iteration 22Q: 3 clusters Score -4432478 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -4432699.500000 Penalty: 1028.973511
	Iteration 23Q: 3 clusters Score -4432700 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -4432942.500000 Penalty: 1028.973511
	Iteration 24Q: 3 clusters Score -4432942 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -4433162.000000 Penalty: 1028.973511
	Iteration 25Q: 3 clusters Score -4433162 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -4433409.000000 Penalty: 1028.973511
	Iteration 26Q: 3 clusters Score -4433409 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -4433670.500000 Penalty: 1028.973511
	Iteration 27Q: 3 clusters Score -4433670 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -4433987.000000 Penalty: 1028.973511
	Iteration 28Q: 3 clusters Score -4433987 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -4434343.000000 Penalty: 1028.973511
	Iteration 29Q: 3 clusters Score -4434343 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -4434654.000000 Penalty: 1028.973511
	Iteration 30Q: 3 clusters Score -4434654 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -4435014.000000 Penalty: 1028.973511
	Iteration 31Q: 3 clusters Score -4435014 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -4435361.500000 Penalty: 1028.973511
	Iteration 32Q: 3 clusters Score -4435362 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 74966 members 
Entering Unmasked Estep 
Score: -4435736.000000 Penalty: 1028.973511
	Iteration 33Q: 3 clusters Score -4435736 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -4436090.000000 Penalty: 1028.973511
	Iteration 34Q: 3 clusters Score -4436090 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -4436419.500000 Penalty: 1028.973511
	Iteration 35Q: 3 clusters Score -4436420 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -4436762.500000 Penalty: 1028.973511
	Iteration 36Q: 3 clusters Score -4436762 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -4437039.000000 Penalty: 1028.973511
	Iteration 37Q: 3 clusters Score -4437039 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -4437318.000000 Penalty: 1028.973511
	Iteration 38Q: 3 clusters Score -4437318 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -4437568.500000 Penalty: 1028.973511
	Iteration 39Q: 3 clusters Score -4437568 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -4437766.500000 Penalty: 1028.973511
	Iteration 40F: 3 clusters Score -4437766 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -4437909.000000 Penalty: 1028.973511
	Iteration 41Q: 3 clusters Score -4437909 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -4438008.500000 Penalty: 1028.973511
	Iteration 42Q: 3 clusters Score -4438008 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -4438097.500000 Penalty: 1028.973511
	Iteration 43Q: 3 clusters Score -4438098 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -4438158.000000 Penalty: 1028.973511
	Iteration 44Q: 3 clusters Score -4438158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -4438202.500000 Penalty: 1028.973511
	Iteration 45Q: 3 clusters Score -4438202 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 80847 members 
Entering Unmasked Estep 
Score: -4438242.000000 Penalty: 1028.973511
	Iteration 46Q: 3 clusters Score -4438242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 80910 members 
Entering Unmasked Estep 
Score: -4438268.500000 Penalty: 1028.973511
	Iteration 47Q: 3 clusters Score -4438268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 80953 members 
Entering Unmasked Estep 
Score: -4438287.000000 Penalty: 1028.973511
	Iteration 48Q: 3 clusters Score -4438287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 80988 members 
Entering Unmasked Estep 
Score: -4438311.500000 Penalty: 1028.973511
	Iteration 49Q: 3 clusters Score -4438312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 81018 members 
Entering Unmasked Estep 
Score: -4438335.000000 Penalty: 1028.973511
	Iteration 50Q: 3 clusters Score -4438335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 81038 members 
Entering Unmasked Estep 
Score: -4438345.000000 Penalty: 1028.973511
	Iteration 51Q: 3 clusters Score -4438345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -4438365.500000 Penalty: 1028.973511
	Iteration 52Q: 3 clusters Score -4438366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 81067 members 
Entering Unmasked Estep 
Score: -4438379.500000 Penalty: 1028.973511
	Iteration 53Q: 3 clusters Score -4438380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 81078 members 
Entering Unmasked Estep 
Score: -4438383.500000 Penalty: 1028.973511
	Iteration 54Q: 3 clusters Score -4438384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 81087 members 
Entering Unmasked Estep 
Score: -4438385.500000 Penalty: 1028.973511
	Iteration 55Q: 3 clusters Score -4438386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 81091 members 
Entering Unmasked Estep 
Score: -4438388.000000 Penalty: 1028.973511
	Iteration 56Q: 3 clusters Score -4438388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
Score: -4438390.000000 Penalty: 1028.973511
	Iteration 57Q: 3 clusters Score -4438390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 81102 members 
Entering Unmasked Estep 
Score: -4438391.000000 Penalty: 1028.973511
	Iteration 58Q: 3 clusters Score -4438391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -4438394.500000 Penalty: 1028.973511
	Iteration 59Q: 3 clusters Score -4438394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 81109 members 
Entering Unmasked Estep 
Score: -4438393.500000 Penalty: 1028.973511
	Iteration 60F: 3 clusters Score -4438394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 81112 members 
Entering Unmasked Estep 
Score: -4438393.000000 Penalty: 1028.973511
	Iteration 61Q: 3 clusters Score -4438393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 81115 members 
Entering Unmasked Estep 
Score: -4438392.500000 Penalty: 1028.973511
	Iteration 62Q: 3 clusters Score -4438392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 81118 members 
Entering Unmasked Estep 
Score: -4438396.000000 Penalty: 1028.973511
	Iteration 63Q: 3 clusters Score -4438396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
Score: -4438398.500000 Penalty: 1028.973511
	Iteration 64Q: 3 clusters Score -4438398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
Score: -4438398.000000 Penalty: 1028.973511
	Iteration 65Q: 3 clusters Score -4438398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -4438400.000000 Penalty: 1028.973511
	Iteration 66Q: 3 clusters Score -4438400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
Score: -4438400.500000 Penalty: 1028.973511
	Iteration 67Q: 3 clusters Score -4438400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
Score: -4438401.500000 Penalty: 1028.973511
	Iteration 68Q: 3 clusters Score -4438402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 81124 members 
Entering Unmasked Estep 
Score: -4438403.500000 Penalty: 1028.973511
	Iteration 69Q: 3 clusters Score -4438404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
Score: -4438404.000000 Penalty: 1028.973511
	Iteration 70Q: 3 clusters Score -4438404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -4438405.000000 Penalty: 1028.973511
	Iteration 71Q: 3 clusters Score -4438405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 81128 members 
Entering Unmasked Estep 
Score: -4438404.500000 Penalty: 1028.973511
	Iteration 72Q: 3 clusters Score -4438404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 81129 members 
Entering Unmasked Estep 
Score: -4438404.500000 Penalty: 1028.973511
	Iteration 73Q: 3 clusters Score -4438404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 81130 members 
Entering Unmasked Estep 
Score: -4438405.500000 Penalty: 1028.973511
	Iteration 74Q: 3 clusters Score -4438406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 81132 members 
Entering Unmasked Estep 
Score: -4438407.500000 Penalty: 1028.973511
	Iteration 75Q: 3 clusters Score -4438408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 81132 members 
Entering Unmasked Estep 
Score: -4438404.500000 Penalty: 1028.973511
	Iteration 76Q: 3 clusters Score -4438404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 81133 members 
Entering Unmasked Estep 
Score: -4438405.000000 Penalty: 1028.973511
	Iteration 77Q: 3 clusters Score -4438405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 81135 members 
Entering Unmasked Estep 
Score: -4438407.000000 Penalty: 1028.973511
	Iteration 78Q: 3 clusters Score -4438407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 81135 members 
Entering Unmasked Estep 
Score: -4438407.000000 Penalty: 1028.973511
	Iteration 79F: 3 clusters Score -4438407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -199274.031250 Penalty: 376.737762
	Iteration 0F: 2 clusters Score -199274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -196585.359375 Penalty: 753.475525
	Iteration 0F: 3 clusters Score -196585.4 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -197522.734375 Penalty: 753.475525
	Iteration 1F: 3 clusters Score -197522.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -197607.203125 Penalty: 753.475525
	Iteration 2F: 3 clusters Score -197607.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -197685.859375 Penalty: 753.475525
	Iteration 3Q: 3 clusters Score -197685.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -197784.218750 Penalty: 753.475525
	Iteration 4Q: 3 clusters Score -197784.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -197908.515625 Penalty: 753.475525
	Iteration 5Q: 3 clusters Score -197908.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -198056.515625 Penalty: 753.475525
	Iteration 6F: 3 clusters Score -198056.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -198255.609375 Penalty: 753.475525
	Iteration 7F: 3 clusters Score -198255.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -198464.531250 Penalty: 753.475525
	Iteration 8F: 3 clusters Score -198464.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -198661.125000 Penalty: 753.475525
	Iteration 9F: 3 clusters Score -198661.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -198761.250000 Penalty: 753.475525
	Iteration 10Q: 3 clusters Score -198761.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -198830.718750 Penalty: 753.475525
	Iteration 11Q: 3 clusters Score -198830.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -198901.218750 Penalty: 753.475525
	Iteration 12Q: 3 clusters Score -198901.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -198945.312500 Penalty: 753.475525
	Iteration 13Q: 3 clusters Score -198945.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -198989.203125 Penalty: 753.475525
	Iteration 14Q: 3 clusters Score -198989.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -199010.812500 Penalty: 753.475525
	Iteration 15Q: 3 clusters Score -199010.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -199022.328125 Penalty: 753.475525
	Iteration 16Q: 3 clusters Score -199022.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -199029.859375 Penalty: 753.475525
	Iteration 17Q: 3 clusters Score -199029.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -199036.546875 Penalty: 753.475525
	Iteration 18Q: 3 clusters Score -199036.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -199040.656250 Penalty: 753.475525
	Iteration 19Q: 3 clusters Score -199040.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -199049.593750 Penalty: 753.475525
	Iteration 20F: 3 clusters Score -199049.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -199057.640625 Penalty: 753.475525
	Iteration 21Q: 3 clusters Score -199057.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -199063.953125 Penalty: 753.475525
	Iteration 22Q: 3 clusters Score -199064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -199071.500000 Penalty: 753.475525
	Iteration 23Q: 3 clusters Score -199071.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -199078.656250 Penalty: 753.475525
	Iteration 24Q: 3 clusters Score -199078.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -199084.093750 Penalty: 753.475525
	Iteration 25Q: 3 clusters Score -199084.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -199089.765625 Penalty: 753.475525
	Iteration 26Q: 3 clusters Score -199089.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -199095.359375 Penalty: 753.475525
	Iteration 27Q: 3 clusters Score -199095.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -199100.593750 Penalty: 753.475525
	Iteration 28Q: 3 clusters Score -199100.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -199106.328125 Penalty: 753.475525
	Iteration 29Q: 3 clusters Score -199106.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -199110.703125 Penalty: 753.475525
	Iteration 30Q: 3 clusters Score -199110.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -199113.609375 Penalty: 753.475525
	Iteration 31Q: 3 clusters Score -199113.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -199115.234375 Penalty: 753.475525
	Iteration 32Q: 3 clusters Score -199115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -199115.953125 Penalty: 753.475525
	Iteration 33Q: 3 clusters Score -199116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -199117.484375 Penalty: 753.475525
	Iteration 34Q: 3 clusters Score -199117.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -199118.078125 Penalty: 753.475525
	Iteration 35Q: 3 clusters Score -199118.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -199119.343750 Penalty: 753.475525
	Iteration 36Q: 3 clusters Score -199119.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -199119.531250 Penalty: 753.475525
	Iteration 37Q: 3 clusters Score -199119.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -199119.531250 Penalty: 753.475525
	Iteration 38F: 3 clusters Score -199119.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -9004.835938 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -9004.836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8742.535156 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -8742.535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8788.819336 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -8788.819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8807.013672 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -8807.014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8811.997070 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -8811.997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8812.602539 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -8812.603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8813.004883 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -8813.005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8813.004883 Penalty: 479.375092
	Iteration 6F: 3 clusters Score -8813.005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Entering Unmasked Estep 
Score: -195550.609375 Penalty: 373.868896
	Iteration 0F: 2 clusters Score -195550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -192991.125000 Penalty: 747.737793
	Iteration 0F: 3 clusters Score -192991.1 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -194043.093750 Penalty: 747.737793
	Iteration 1F: 3 clusters Score -194043.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -194227.375000 Penalty: 747.737793
	Iteration 2F: 3 clusters Score -194227.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -194425.156250 Penalty: 747.737793
	Iteration 3F: 3 clusters Score -194425.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -194630.296875 Penalty: 747.737793
	Iteration 4F: 3 clusters Score -194630.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -194761.625000 Penalty: 747.737793
	Iteration 5F: 3 clusters Score -194761.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -194845.968750 Penalty: 747.737793
	Iteration 6Q: 3 clusters Score -194846 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -194913.359375 Penalty: 747.737793
	Iteration 7Q: 3 clusters Score -194913.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -194952.062500 Penalty: 747.737793
	Iteration 8Q: 3 clusters Score -194952.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -194978.937500 Penalty: 747.737793
	Iteration 9Q: 3 clusters Score -194978.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -194997.578125 Penalty: 747.737793
	Iteration 10Q: 3 clusters Score -194997.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -195012.281250 Penalty: 747.737793
	Iteration 11Q: 3 clusters Score -195012.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -195026.750000 Penalty: 747.737793
	Iteration 12Q: 3 clusters Score -195026.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -195043.828125 Penalty: 747.737793
	Iteration 13Q: 3 clusters Score -195043.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -195053.750000 Penalty: 747.737793
	Iteration 14Q: 3 clusters Score -195053.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -195061.515625 Penalty: 747.737793
	Iteration 15Q: 3 clusters Score -195061.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -195067.687500 Penalty: 747.737793
	Iteration 16Q: 3 clusters Score -195067.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -195073.187500 Penalty: 747.737793
	Iteration 17Q: 3 clusters Score -195073.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -195077.109375 Penalty: 747.737793
	Iteration 18Q: 3 clusters Score -195077.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -195082.765625 Penalty: 747.737793
	Iteration 19Q: 3 clusters Score -195082.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -195089.437500 Penalty: 747.737793
	Iteration 20F: 3 clusters Score -195089.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -195096.281250 Penalty: 747.737793
	Iteration 21Q: 3 clusters Score -195096.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -195100.187500 Penalty: 747.737793
	Iteration 22Q: 3 clusters Score -195100.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -195102.437500 Penalty: 747.737793
	Iteration 23Q: 3 clusters Score -195102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -195105.375000 Penalty: 747.737793
	Iteration 24Q: 3 clusters Score -195105.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -195106.890625 Penalty: 747.737793
	Iteration 25Q: 3 clusters Score -195106.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -195107.781250 Penalty: 747.737793
	Iteration 26Q: 3 clusters Score -195107.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -195109.140625 Penalty: 747.737793
	Iteration 27Q: 3 clusters Score -195109.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -195112.656250 Penalty: 747.737793
	Iteration 28Q: 3 clusters Score -195112.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -195114.671875 Penalty: 747.737793
	Iteration 29Q: 3 clusters Score -195114.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -195117.843750 Penalty: 747.737793
	Iteration 30Q: 3 clusters Score -195117.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -195121.031250 Penalty: 747.737793
	Iteration 31Q: 3 clusters Score -195121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -195128.250000 Penalty: 747.737793
	Iteration 32Q: 3 clusters Score -195128.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -195132.812500 Penalty: 747.737793
	Iteration 33Q: 3 clusters Score -195132.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -195139.234375 Penalty: 747.737793
	Iteration 34Q: 3 clusters Score -195139.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -195147.500000 Penalty: 747.737793
	Iteration 35Q: 3 clusters Score -195147.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -195154.078125 Penalty: 747.737793
	Iteration 36Q: 3 clusters Score -195154.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -195160.781250 Penalty: 747.737793
	Iteration 37Q: 3 clusters Score -195160.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -195165.453125 Penalty: 747.737793
	Iteration 38Q: 3 clusters Score -195165.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -195168.750000 Penalty: 747.737793
	Iteration 39Q: 3 clusters Score -195168.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -195170.843750 Penalty: 747.737793
	Iteration 40F: 3 clusters Score -195170.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -195173.203125 Penalty: 747.737793
	Iteration 41Q: 3 clusters Score -195173.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -195175.546875 Penalty: 747.737793
	Iteration 42Q: 3 clusters Score -195175.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -195179.500000 Penalty: 747.737793
	Iteration 43Q: 3 clusters Score -195179.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -195181.750000 Penalty: 747.737793
	Iteration 44Q: 3 clusters Score -195181.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -195183.421875 Penalty: 747.737793
	Iteration 45Q: 3 clusters Score -195183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -195184.468750 Penalty: 747.737793
	Iteration 46Q: 3 clusters Score -195184.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -195184.921875 Penalty: 747.737793
	Iteration 47Q: 3 clusters Score -195184.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -195185.546875 Penalty: 747.737793
	Iteration 48Q: 3 clusters Score -195185.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -195185.578125 Penalty: 747.737793
	Iteration 49Q: 3 clusters Score -195185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -195185.812500 Penalty: 747.737793
	Iteration 50Q: 3 clusters Score -195185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -195185.812500 Penalty: 747.737793
	Iteration 51F: 3 clusters Score -195185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Entering Unmasked Estep 
Score: -2167611.000000 Penalty: 481.151001
	Iteration 0F: 2 clusters Score -2167611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2141397.250000 Penalty: 962.302002
	Iteration 0F: 3 clusters Score -2141397 nChanged 18850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2152658.500000 Penalty: 962.302002
	Iteration 1F: 3 clusters Score -2152658 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2153522.000000 Penalty: 962.302002
	Iteration 2F: 3 clusters Score -2153522 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2154888.750000 Penalty: 962.302002
	Iteration 3F: 3 clusters Score -2154889 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2156866.250000 Penalty: 962.302002
	Iteration 4F: 3 clusters Score -2156866 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2159289.250000 Penalty: 962.302002
	Iteration 5F: 3 clusters Score -2159289 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2161168.500000 Penalty: 962.302002
	Iteration 6F: 3 clusters Score -2161168 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2161998.250000 Penalty: 962.302002
	Iteration 7F: 3 clusters Score -2161998 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2162244.250000 Penalty: 962.302002
	Iteration 8Q: 3 clusters Score -2162244 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2162380.750000 Penalty: 962.302002
	Iteration 9Q: 3 clusters Score -2162381 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2162492.000000 Penalty: 962.302002
	Iteration 10Q: 3 clusters Score -2162492 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2162622.750000 Penalty: 962.302002
	Iteration 11Q: 3 clusters Score -2162623 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2162750.750000 Penalty: 962.302002
	Iteration 12Q: 3 clusters Score -2162751 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2162904.500000 Penalty: 962.302002
	Iteration 13Q: 3 clusters Score -2162904 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2163067.000000 Penalty: 962.302002
	Iteration 14Q: 3 clusters Score -2163067 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2163248.750000 Penalty: 962.302002
	Iteration 15Q: 3 clusters Score -2163249 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2163419.000000 Penalty: 962.302002
	Iteration 16Q: 3 clusters Score -2163419 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2163594.250000 Penalty: 962.302002
	Iteration 17Q: 3 clusters Score -2163594 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2163783.750000 Penalty: 962.302002
	Iteration 18Q: 3 clusters Score -2163784 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2164029.750000 Penalty: 962.302002
	Iteration 19Q: 3 clusters Score -2164030 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2164282.000000 Penalty: 962.302002
	Iteration 20F: 3 clusters Score -2164282 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2164555.250000 Penalty: 962.302002
	Iteration 21Q: 3 clusters Score -2164555 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2164789.750000 Penalty: 962.302002
	Iteration 22Q: 3 clusters Score -2164790 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2165035.500000 Penalty: 962.302002
	Iteration 23Q: 3 clusters Score -2165036 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2165272.250000 Penalty: 962.302002
	Iteration 24Q: 3 clusters Score -2165272 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2165466.000000 Penalty: 962.302002
	Iteration 25Q: 3 clusters Score -2165466 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2165647.500000 Penalty: 962.302002
	Iteration 26Q: 3 clusters Score -2165648 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2165798.000000 Penalty: 962.302002
	Iteration 27Q: 3 clusters Score -2165798 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2165952.500000 Penalty: 962.302002
	Iteration 28Q: 3 clusters Score -2165952 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2166076.000000 Penalty: 962.302002
	Iteration 29Q: 3 clusters Score -2166076 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2166201.500000 Penalty: 962.302002
	Iteration 30Q: 3 clusters Score -2166202 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2166313.750000 Penalty: 962.302002
	Iteration 31Q: 3 clusters Score -2166314 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2166406.250000 Penalty: 962.302002
	Iteration 32Q: 3 clusters Score -2166406 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2166501.750000 Penalty: 962.302002
	Iteration 33Q: 3 clusters Score -2166502 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2166574.500000 Penalty: 962.302002
	Iteration 34Q: 3 clusters Score -2166574 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2166626.750000 Penalty: 962.302002
	Iteration 35Q: 3 clusters Score -2166627 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2166674.500000 Penalty: 962.302002
	Iteration 36Q: 3 clusters Score -2166674 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2166746.750000 Penalty: 962.302002
	Iteration 37Q: 3 clusters Score -2166747 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2166813.250000 Penalty: 962.302002
	Iteration 38Q: 3 clusters Score -2166813 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2166868.750000 Penalty: 962.302002
	Iteration 39Q: 3 clusters Score -2166869 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2166916.500000 Penalty: 962.302002
	Iteration 40F: 3 clusters Score -2166916 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2166966.250000 Penalty: 962.302002
	Iteration 41Q: 3 clusters Score -2166966 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2167018.000000 Penalty: 962.302002
	Iteration 42Q: 3 clusters Score -2167018 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2167055.500000 Penalty: 962.302002
	Iteration 43Q: 3 clusters Score -2167056 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2167092.750000 Penalty: 962.302002
	Iteration 44Q: 3 clusters Score -2167093 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2167115.250000 Penalty: 962.302002
	Iteration 45Q: 3 clusters Score -2167115 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2167136.500000 Penalty: 962.302002
	Iteration 46Q: 3 clusters Score -2167136 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2167158.750000 Penalty: 962.302002
	Iteration 47Q: 3 clusters Score -2167159 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2167190.500000 Penalty: 962.302002
	Iteration 48Q: 3 clusters Score -2167190 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2167204.750000 Penalty: 962.302002
	Iteration 49Q: 3 clusters Score -2167205 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2167229.500000 Penalty: 962.302002
	Iteration 50Q: 3 clusters Score -2167230 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2167254.000000 Penalty: 962.302002
	Iteration 51Q: 3 clusters Score -2167254 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2167278.250000 Penalty: 962.302002
	Iteration 52Q: 3 clusters Score -2167278 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2167294.000000 Penalty: 962.302002
	Iteration 53Q: 3 clusters Score -2167294 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2167312.250000 Penalty: 962.302002
	Iteration 54Q: 3 clusters Score -2167312 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2167345.500000 Penalty: 962.302002
	Iteration 55Q: 3 clusters Score -2167346 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2167368.500000 Penalty: 962.302002
	Iteration 56Q: 3 clusters Score -2167368 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2167396.000000 Penalty: 962.302002
	Iteration 57Q: 3 clusters Score -2167396 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2167412.750000 Penalty: 962.302002
	Iteration 58Q: 3 clusters Score -2167413 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2167438.750000 Penalty: 962.302002
	Iteration 59Q: 3 clusters Score -2167439 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2167459.500000 Penalty: 962.302002
	Iteration 60F: 3 clusters Score -2167460 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2167475.500000 Penalty: 962.302002
	Iteration 61Q: 3 clusters Score -2167476 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2167484.500000 Penalty: 962.302002
	Iteration 62Q: 3 clusters Score -2167484 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2167500.000000 Penalty: 962.302002
	Iteration 63Q: 3 clusters Score -2167500 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2167507.500000 Penalty: 962.302002
	Iteration 64Q: 3 clusters Score -2167508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2167523.000000 Penalty: 962.302002
	Iteration 65Q: 3 clusters Score -2167523 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2167542.500000 Penalty: 962.302002
	Iteration 66Q: 3 clusters Score -2167542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2167548.000000 Penalty: 962.302002
	Iteration 67Q: 3 clusters Score -2167548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2167555.250000 Penalty: 962.302002
	Iteration 68Q: 3 clusters Score -2167555 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2167562.500000 Penalty: 962.302002
	Iteration 69Q: 3 clusters Score -2167562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2167573.500000 Penalty: 962.302002
	Iteration 70Q: 3 clusters Score -2167574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2167584.250000 Penalty: 962.302002
	Iteration 71Q: 3 clusters Score -2167584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2167588.750000 Penalty: 962.302002
	Iteration 72Q: 3 clusters Score -2167589 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2167601.000000 Penalty: 962.302002
	Iteration 73Q: 3 clusters Score -2167601 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2167607.750000 Penalty: 962.302002
	Iteration 74Q: 3 clusters Score -2167608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2167615.500000 Penalty: 962.302002
	Iteration 75Q: 3 clusters Score -2167616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2167613.500000 Penalty: 962.302002
	Iteration 76Q: 3 clusters Score -2167614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2167616.750000 Penalty: 962.302002
	Iteration 77Q: 3 clusters Score -2167617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2167617.000000 Penalty: 962.302002
	Iteration 78Q: 3 clusters Score -2167617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2167622.250000 Penalty: 962.302002
	Iteration 79Q: 3 clusters Score -2167622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2167625.750000 Penalty: 962.302002
	Iteration 80F: 3 clusters Score -2167626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2167624.000000 Penalty: 962.302002
	Iteration 81Q: 3 clusters Score -2167624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2167626.750000 Penalty: 962.302002
	Iteration 82Q: 3 clusters Score -2167627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2167626.500000 Penalty: 962.302002
	Iteration 83Q: 3 clusters Score -2167626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2167630.500000 Penalty: 962.302002
	Iteration 84Q: 3 clusters Score -2167630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2167631.000000 Penalty: 962.302002
	Iteration 85Q: 3 clusters Score -2167631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2167633.250000 Penalty: 962.302002
	Iteration 86Q: 3 clusters Score -2167633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2167634.750000 Penalty: 962.302002
	Iteration 87Q: 3 clusters Score -2167635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2167634.500000 Penalty: 962.302002
	Iteration 88Q: 3 clusters Score -2167634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2167634.750000 Penalty: 962.302002
	Iteration 89Q: 3 clusters Score -2167635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2167633.750000 Penalty: 962.302002
	Iteration 90Q: 3 clusters Score -2167634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2167633.000000 Penalty: 962.302002
	Iteration 91Q: 3 clusters Score -2167633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2167634.750000 Penalty: 962.302002
	Iteration 92Q: 3 clusters Score -2167635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2167630.750000 Penalty: 962.302002
	Iteration 93Q: 3 clusters Score -2167631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2167633.500000 Penalty: 962.302002
	Iteration 94Q: 3 clusters Score -2167634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2167637.500000 Penalty: 962.302002
	Iteration 95Q: 3 clusters Score -2167638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2167638.250000 Penalty: 962.302002
	Iteration 96Q: 3 clusters Score -2167638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2167639.250000 Penalty: 962.302002
	Iteration 97Q: 3 clusters Score -2167639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2167640.000000 Penalty: 962.302002
	Iteration 98Q: 3 clusters Score -2167640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2167639.250000 Penalty: 962.302002
	Iteration 99Q: 3 clusters Score -2167639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2167639.750000 Penalty: 962.302002
	Iteration 100F: 3 clusters Score -2167640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2167635.250000 Penalty: 962.302002
	Iteration 101Q: 3 clusters Score -2167635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2167638.250000 Penalty: 962.302002
	Iteration 102Q: 3 clusters Score -2167638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2167636.750000 Penalty: 962.302002
	Iteration 103Q: 3 clusters Score -2167637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2167637.250000 Penalty: 962.302002
	Iteration 104Q: 3 clusters Score -2167637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2167638.000000 Penalty: 962.302002
	Iteration 105Q: 3 clusters Score -2167638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2167639.750000 Penalty: 962.302002
	Iteration 106Q: 3 clusters Score -2167640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2167640.250000 Penalty: 962.302002
	Iteration 107Q: 3 clusters Score -2167640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2167641.250000 Penalty: 962.302002
	Iteration 108Q: 3 clusters Score -2167641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2167641.250000 Penalty: 962.302002
	Iteration 109F: 3 clusters Score -2167641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 5109 members 
Mstep: Class 7 contains 1964 members 
Mstep: Class 8 contains 81422 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 37427 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 51176 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1348 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 23988 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306865 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 153 members 
Mstep: Class 35 contains 1707 members 
Entering Unmasked Estep 
Score: -27459948.000000 Penalty: 21005.037109
Splitting cluster 12 changes total score from -27460186.000000 to -27459948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Entering Unmasked Estep 
Score: -223801.953125 Penalty: 383.341034
	Iteration 0F: 2 clusters Score -223802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -220680.593750 Penalty: 766.682068
	Iteration 0F: 3 clusters Score -220680.6 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -221879.156250 Penalty: 766.682068
	Iteration 1F: 3 clusters Score -221879.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -222056.875000 Penalty: 766.682068
	Iteration 2F: 3 clusters Score -222056.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -222274.953125 Penalty: 766.682068
	Iteration 3F: 3 clusters Score -222275 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -222528.156250 Penalty: 766.682068
	Iteration 4F: 3 clusters Score -222528.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -222781.125000 Penalty: 766.682068
	Iteration 5F: 3 clusters Score -222781.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -222979.078125 Penalty: 766.682068
	Iteration 6F: 3 clusters Score -222979.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -223110.531250 Penalty: 766.682068
	Iteration 7Q: 3 clusters Score -223110.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -223188.640625 Penalty: 766.682068
	Iteration 8Q: 3 clusters Score -223188.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -223249.250000 Penalty: 766.682068
	Iteration 9Q: 3 clusters Score -223249.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -223308.468750 Penalty: 766.682068
	Iteration 10Q: 3 clusters Score -223308.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -223364.046875 Penalty: 766.682068
	Iteration 11Q: 3 clusters Score -223364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -223408.234375 Penalty: 766.682068
	Iteration 12Q: 3 clusters Score -223408.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -223441.453125 Penalty: 766.682068
	Iteration 13Q: 3 clusters Score -223441.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -223454.500000 Penalty: 766.682068
	Iteration 14Q: 3 clusters Score -223454.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -223460.203125 Penalty: 766.682068
	Iteration 15Q: 3 clusters Score -223460.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -223463.062500 Penalty: 766.682068
	Iteration 16Q: 3 clusters Score -223463.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -223464.953125 Penalty: 766.682068
	Iteration 17Q: 3 clusters Score -223465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -223465.656250 Penalty: 766.682068
	Iteration 18Q: 3 clusters Score -223465.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -223465.656250 Penalty: 766.682068
	Iteration 19Q: 3 clusters Score -223465.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -223465.828125 Penalty: 766.682068
	Iteration 20F: 3 clusters Score -223465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -223466.000000 Penalty: 766.682068
	Iteration 21Q: 3 clusters Score -223466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -223466.343750 Penalty: 766.682068
	Iteration 22Q: 3 clusters Score -223466.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -223466.531250 Penalty: 766.682068
	Iteration 23Q: 3 clusters Score -223466.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -223466.531250 Penalty: 766.682068
	Iteration 24F: 3 clusters Score -223466.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -30034.316406 Penalty: 294.842010
	Iteration 0F: 2 clusters Score -30034.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29454.630859 Penalty: 589.684021
	Iteration 0F: 3 clusters Score -29454.63 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29698.103516 Penalty: 589.684021
	Iteration 1F: 3 clusters Score -29698.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29770.572266 Penalty: 589.684021
	Iteration 2F: 3 clusters Score -29770.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29822.113281 Penalty: 589.684021
	Iteration 3F: 3 clusters Score -29822.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29863.861328 Penalty: 589.684021
	Iteration 4F: 3 clusters Score -29863.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29881.976562 Penalty: 589.684021
	Iteration 5Q: 3 clusters Score -29881.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29892.437500 Penalty: 589.684021
	Iteration 6Q: 3 clusters Score -29892.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29902.396484 Penalty: 589.684021
	Iteration 7Q: 3 clusters Score -29902.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29913.542969 Penalty: 589.684021
	Iteration 8Q: 3 clusters Score -29913.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29918.191406 Penalty: 589.684021
	Iteration 9Q: 3 clusters Score -29918.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29921.101562 Penalty: 589.684021
	Iteration 10Q: 3 clusters Score -29921.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29922.554688 Penalty: 589.684021
	Iteration 11Q: 3 clusters Score -29922.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29923.511719 Penalty: 589.684021
	Iteration 12Q: 3 clusters Score -29923.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29923.736328 Penalty: 589.684021
	Iteration 13Q: 3 clusters Score -29923.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29924.289062 Penalty: 589.684021
	Iteration 14Q: 3 clusters Score -29924.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29924.289062 Penalty: 589.684021
	Iteration 15F: 3 clusters Score -29924.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Entering Unmasked Estep 
Score: -2579713.250000 Penalty: 493.357697
	Iteration 0F: 2 clusters Score -2579713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -2545355.250000 Penalty: 986.715393
	Iteration 0F: 3 clusters Score -2545355 nChanged 24902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -2560874.750000 Penalty: 986.715393
	Iteration 1F: 3 clusters Score -2560875 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -2562463.500000 Penalty: 986.715393
	Iteration 2F: 3 clusters Score -2562464 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -2564687.750000 Penalty: 986.715393
	Iteration 3F: 3 clusters Score -2564688 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -2567502.750000 Penalty: 986.715393
	Iteration 4F: 3 clusters Score -2567503 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -2570741.000000 Penalty: 986.715393
	Iteration 5F: 3 clusters Score -2570741 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -2573901.000000 Penalty: 986.715393
	Iteration 6F: 3 clusters Score -2573901 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -2576538.000000 Penalty: 986.715393
	Iteration 7Q: 3 clusters Score -2576538 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -2578184.000000 Penalty: 986.715393
	Iteration 8Q: 3 clusters Score -2578184 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -2578892.500000 Penalty: 986.715393
	Iteration 9Q: 3 clusters Score -2578892 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -2579168.750000 Penalty: 986.715393
	Iteration 10Q: 3 clusters Score -2579169 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 50043 members 
Entering Unmasked Estep 
Score: -2579292.250000 Penalty: 986.715393
	Iteration 11Q: 3 clusters Score -2579292 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -2579353.500000 Penalty: 986.715393
	Iteration 12Q: 3 clusters Score -2579354 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 50237 members 
Entering Unmasked Estep 
Score: -2579387.750000 Penalty: 986.715393
	Iteration 13Q: 3 clusters Score -2579388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -2579415.750000 Penalty: 986.715393
	Iteration 14Q: 3 clusters Score -2579416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -2579425.500000 Penalty: 986.715393
	Iteration 15Q: 3 clusters Score -2579426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -2579434.500000 Penalty: 986.715393
	Iteration 16Q: 3 clusters Score -2579434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -2579452.750000 Penalty: 986.715393
	Iteration 17Q: 3 clusters Score -2579453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -2579463.750000 Penalty: 986.715393
	Iteration 18Q: 3 clusters Score -2579464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -2579476.500000 Penalty: 986.715393
	Iteration 19Q: 3 clusters Score -2579476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -2579481.000000 Penalty: 986.715393
	Iteration 20F: 3 clusters Score -2579481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -2579491.750000 Penalty: 986.715393
	Iteration 21Q: 3 clusters Score -2579492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -2579496.250000 Penalty: 986.715393
	Iteration 22Q: 3 clusters Score -2579496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -2579497.000000 Penalty: 986.715393
	Iteration 23Q: 3 clusters Score -2579497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -2579497.500000 Penalty: 986.715393
	Iteration 24Q: 3 clusters Score -2579498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -2579497.250000 Penalty: 986.715393
	Iteration 25Q: 3 clusters Score -2579497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -2579499.750000 Penalty: 986.715393
	Iteration 26Q: 3 clusters Score -2579500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -2579498.000000 Penalty: 986.715393
	Iteration 27Q: 3 clusters Score -2579498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -2579499.000000 Penalty: 986.715393
	Iteration 28Q: 3 clusters Score -2579499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -2579499.750000 Penalty: 986.715393
	Iteration 29Q: 3 clusters Score -2579500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -2579498.000000 Penalty: 986.715393
	Iteration 30Q: 3 clusters Score -2579498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -2579500.500000 Penalty: 986.715393
	Iteration 31Q: 3 clusters Score -2579500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -2579500.500000 Penalty: 986.715393
	Iteration 32Q: 3 clusters Score -2579500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -2579501.250000 Penalty: 986.715393
	Iteration 33Q: 3 clusters Score -2579501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -2579503.000000 Penalty: 986.715393
	Iteration 34Q: 3 clusters Score -2579503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -2579503.000000 Penalty: 986.715393
	Iteration 35F: 3 clusters Score -2579503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -14410.291016 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -14410.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14047.196289 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -14047.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14164.174805 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -14164.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14182.655273 Penalty: 526.328125
	Iteration 2F: 3 clusters Score -14182.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14194.490234 Penalty: 526.328125
	Iteration 3Q: 3 clusters Score -14194.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14207.672852 Penalty: 526.328125
	Iteration 4Q: 3 clusters Score -14207.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14215.076172 Penalty: 526.328125
	Iteration 5Q: 3 clusters Score -14215.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14223.480469 Penalty: 526.328125
	Iteration 6Q: 3 clusters Score -14223.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -14228.737305 Penalty: 526.328125
	Iteration 7Q: 3 clusters Score -14228.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14237.141602 Penalty: 526.328125
	Iteration 8Q: 3 clusters Score -14237.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -14250.251953 Penalty: 526.328125
	Iteration 9Q: 3 clusters Score -14250.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -14254.771484 Penalty: 526.328125
	Iteration 10Q: 3 clusters Score -14254.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -14254.771484 Penalty: 526.328125
	Iteration 11F: 3 clusters Score -14254.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -26049.300781 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -26049.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25548.962891 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -25548.96 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25689.039062 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -25689.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25716.154297 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -25716.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25732.787109 Penalty: 569.795776
	Iteration 3Q: 3 clusters Score -25732.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25752.906250 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -25752.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25763.789062 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -25763.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25770.984375 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -25770.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25777.667969 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -25777.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25781.009766 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -25781.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25782.685547 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -25782.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25782.804688 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -25782.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25782.804688 Penalty: 569.795776
	Iteration 11F: 3 clusters Score -25782.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -55259.359375 Penalty: 317.720276
	Iteration 0F: 2 clusters Score -55259.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -54415.078125 Penalty: 635.440552
	Iteration 0F: 3 clusters Score -54415.08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -54667.613281 Penalty: 635.440552
	Iteration 1F: 3 clusters Score -54667.61 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -54738.734375 Penalty: 635.440552
	Iteration 2F: 3 clusters Score -54738.73 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -54804.441406 Penalty: 635.440552
	Iteration 3F: 3 clusters Score -54804.44 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -54890.097656 Penalty: 635.440552
	Iteration 4F: 3 clusters Score -54890.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -54950.332031 Penalty: 635.440552
	Iteration 5F: 3 clusters Score -54950.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -54994.550781 Penalty: 635.440552
	Iteration 6F: 3 clusters Score -54994.55 nChanged 36
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: -55018.347656 Penalty: 635.440552
	Iteration 7Q: 3 clusters Score -55018.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -55029.183594 Penalty: 635.440552
	Iteration 8Q: 3 clusters Score -55029.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -55037.437500 Penalty: 635.440552
	Iteration 9Q: 3 clusters Score -55037.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -55042.824219 Penalty: 635.440552
	Iteration 10Q: 3 clusters Score -55042.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -55045.664062 Penalty: 635.440552
	Iteration 11Q: 3 clusters Score -55045.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -55046.476562 Penalty: 635.440552
	Iteration 12Q: 3 clusters Score -55046.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -55046.796875 Penalty: 635.440552
	Iteration 13Q: 3 clusters Score -55046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -55047.074219 Penalty: 635.440552
	Iteration 14Q: 3 clusters Score -55047.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -55047.074219 Penalty: 635.440552
	Iteration 15F: 3 clusters Score -55047.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7066.568359 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7066.568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6826.385742 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -6826.386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6861.714355 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -6861.714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6871.019043 Penalty: 454.746338
	Iteration 2Q: 3 clusters Score -6871.019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6876.732910 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -6876.733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6881.361328 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -6881.361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6881.361328 Penalty: 454.746338
	Iteration 5F: 3 clusters Score -6881.361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -19135.025391 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -19135.03 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 227 members 
Entering Unmasked Estep 
Score: -18703.171875 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -18703.17 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18819.779297 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -18819.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -18860.197266 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -18860.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -18873.804688 Penalty: 550.525757
	Iteration 3Q: 3 clusters Score -18873.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18886.740234 Penalty: 550.525757
	Iteration 4Q: 3 clusters Score -18886.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -18904.072266 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -18904.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -18920.324219 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -18920.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18932.738281 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -18932.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -18939.660156 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -18939.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -18945.486328 Penalty: 550.525757
	Iteration 9Q: 3 clusters Score -18945.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -18948.509766 Penalty: 550.525757
	Iteration 10Q: 3 clusters Score -18948.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -18952.050781 Penalty: 550.525757
	Iteration 11Q: 3 clusters Score -18952.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -18955.457031 Penalty: 550.525757
	Iteration 12Q: 3 clusters Score -18955.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -18957.324219 Penalty: 550.525757
	Iteration 13Q: 3 clusters Score -18957.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -18962.134766 Penalty: 550.525757
	Iteration 14Q: 3 clusters Score -18962.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -18970.703125 Penalty: 550.525757
	Iteration 15Q: 3 clusters Score -18970.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -18972.568359 Penalty: 550.525757
	Iteration 16Q: 3 clusters Score -18972.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -18974.236328 Penalty: 550.525757
	Iteration 17Q: 3 clusters Score -18974.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -18975.425781 Penalty: 550.525757
	Iteration 18Q: 3 clusters Score -18975.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -18976.296875 Penalty: 550.525757
	Iteration 19Q: 3 clusters Score -18976.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -18976.296875 Penalty: 550.525757
	Iteration 20F: 3 clusters Score -18976.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -70333.710938 Penalty: 327.890167
	Iteration 0F: 2 clusters Score -70333.71 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 652 members 
Entering Unmasked Estep 
Score: -69320.851562 Penalty: 655.780334
	Iteration 0F: 3 clusters Score -69320.85 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -69627.093750 Penalty: 655.780334
	Iteration 1F: 3 clusters Score -69627.09 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -69662.125000 Penalty: 655.780334
	Iteration 2F: 3 clusters Score -69662.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -69682.500000 Penalty: 655.780334
	Iteration 3Q: 3 clusters Score -69682.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -69693.500000 Penalty: 655.780334
	Iteration 4Q: 3 clusters Score -69693.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -69708.507812 Penalty: 655.780334
	Iteration 5Q: 3 clusters Score -69708.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -69723.781250 Penalty: 655.780334
	Iteration 6Q: 3 clusters Score -69723.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -69734.906250 Penalty: 655.780334
	Iteration 7Q: 3 clusters Score -69734.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -69743.742188 Penalty: 655.780334
	Iteration 8Q: 3 clusters Score -69743.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -69751.882812 Penalty: 655.780334
	Iteration 9Q: 3 clusters Score -69751.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -69756.476562 Penalty: 655.780334
	Iteration 10Q: 3 clusters Score -69756.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -69763.093750 Penalty: 655.780334
	Iteration 11Q: 3 clusters Score -69763.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -69772.625000 Penalty: 655.780334
	Iteration 12Q: 3 clusters Score -69772.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -69775.898438 Penalty: 655.780334
	Iteration 13Q: 3 clusters Score -69775.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -69781.343750 Penalty: 655.780334
	Iteration 14Q: 3 clusters Score -69781.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -69785.710938 Penalty: 655.780334
	Iteration 15Q: 3 clusters Score -69785.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -69789.109375 Penalty: 655.780334
	Iteration 16Q: 3 clusters Score -69789.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -69791.890625 Penalty: 655.780334
	Iteration 17Q: 3 clusters Score -69791.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -69795.242188 Penalty: 655.780334
	Iteration 18Q: 3 clusters Score -69795.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -69798.390625 Penalty: 655.780334
	Iteration 19Q: 3 clusters Score -69798.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -69801.539062 Penalty: 655.780334
	Iteration 20F: 3 clusters Score -69801.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -69803.703125 Penalty: 655.780334
	Iteration 21Q: 3 clusters Score -69803.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -69807.179688 Penalty: 655.780334
	Iteration 22Q: 3 clusters Score -69807.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -69810.007812 Penalty: 655.780334
	Iteration 23Q: 3 clusters Score -69810.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -69810.992188 Penalty: 655.780334
	Iteration 24Q: 3 clusters Score -69810.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -69811.695312 Penalty: 655.780334
	Iteration 25Q: 3 clusters Score -69811.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -69813.859375 Penalty: 655.780334
	Iteration 26Q: 3 clusters Score -69813.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -69823.554688 Penalty: 655.780334
	Iteration 27Q: 3 clusters Score -69823.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -69831.242188 Penalty: 655.780334
	Iteration 28Q: 3 clusters Score -69831.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -69836.023438 Penalty: 655.780334
	Iteration 29Q: 3 clusters Score -69836.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -69839.070312 Penalty: 655.780334
	Iteration 30Q: 3 clusters Score -69839.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -69845.031250 Penalty: 655.780334
	Iteration 31Q: 3 clusters Score -69845.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -69856.062500 Penalty: 655.780334
	Iteration 32Q: 3 clusters Score -69856.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -69869.687500 Penalty: 655.780334
	Iteration 33Q: 3 clusters Score -69869.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -69894.296875 Penalty: 655.780334
	Iteration 34Q: 3 clusters Score -69894.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -69924.796875 Penalty: 655.780334
	Iteration 35Q: 3 clusters Score -69924.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69955.242188 Penalty: 655.780334
	Iteration 36Q: 3 clusters Score -69955.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -69977.976562 Penalty: 655.780334
	Iteration 37Q: 3 clusters Score -69977.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -69999.726562 Penalty: 655.780334
	Iteration 38Q: 3 clusters Score -69999.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70026.031250 Penalty: 655.780334
	Iteration 39Q: 3 clusters Score -70026.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70037.062500 Penalty: 655.780334
	Iteration 40F: 3 clusters Score -70037.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70044.328125 Penalty: 655.780334
	Iteration 41Q: 3 clusters Score -70044.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70051.929688 Penalty: 655.780334
	Iteration 42Q: 3 clusters Score -70051.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70060.328125 Penalty: 655.780334
	Iteration 43Q: 3 clusters Score -70060.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70067.062500 Penalty: 655.780334
	Iteration 44Q: 3 clusters Score -70067.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70079.273438 Penalty: 655.780334
	Iteration 45Q: 3 clusters Score -70079.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70085.601562 Penalty: 655.780334
	Iteration 46Q: 3 clusters Score -70085.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70087.906250 Penalty: 655.780334
	Iteration 47Q: 3 clusters Score -70087.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70088.648438 Penalty: 655.780334
	Iteration 48Q: 3 clusters Score -70088.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70088.968750 Penalty: 655.780334
	Iteration 49Q: 3 clusters Score -70088.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70088.968750 Penalty: 655.780334
	Iteration 50F: 3 clusters Score -70088.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -20313.509766 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -20313.51 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 205 members 
Entering Unmasked Estep 
Score: -19874.937500 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -19874.94 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19995.923828 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -19995.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20034.111328 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -20034.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20047.919922 Penalty: 553.896484
	Iteration 3F: 3 clusters Score -20047.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20060.083984 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -20060.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20076.626953 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -20076.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20083.009766 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -20083.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20088.423828 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -20088.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20093.146484 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -20093.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20094.453125 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -20094.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20101.599609 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -20101.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20106.835938 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -20106.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20109.593750 Penalty: 553.896484
	Iteration 12Q: 3 clusters Score -20109.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20110.611328 Penalty: 553.896484
	Iteration 13Q: 3 clusters Score -20110.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20110.611328 Penalty: 553.896484
	Iteration 14F: 3 clusters Score -20110.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -13121.038086 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -13121.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12794.675781 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -12794.68 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12852.166992 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -12852.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12864.554688 Penalty: 509.456421
	Iteration 2Q: 3 clusters Score -12864.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12876.972656 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -12876.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12884.937500 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -12884.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12891.056641 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -12891.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12905.198242 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -12905.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12925.417969 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -12925.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12933.966797 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -12933.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12936.506836 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -12936.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12939.173828 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -12939.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12941.303711 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -12941.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12942.989258 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -12942.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12944.202148 Penalty: 509.456421
	Iteration 13Q: 3 clusters Score -12944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12944.719727 Penalty: 509.456421
	Iteration 14Q: 3 clusters Score -12944.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12946.961914 Penalty: 509.456421
	Iteration 15Q: 3 clusters Score -12946.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12950.319336 Penalty: 509.456421
	Iteration 16Q: 3 clusters Score -12950.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12950.319336 Penalty: 509.456421
	Iteration 17F: 3 clusters Score -12950.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -23173.695312 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -23173.7 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 276 members 
Entering Unmasked Estep 
Score: -22653.537109 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -22653.54 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -22789.972656 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -22789.97 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -22863.603516 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -22863.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -22904.951172 Penalty: 569.621948
	Iteration 3F: 3 clusters Score -22904.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22937.953125 Penalty: 569.621948
	Iteration 4Q: 3 clusters Score -22937.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -22969.414062 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -22969.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -22990.410156 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -22990.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -22998.974609 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -22998.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -23006.246094 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -23006.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -23006.488281 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -23006.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -23006.488281 Penalty: 569.621948
	Iteration 10F: 3 clusters Score -23006.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Entering Unmasked Estep 
Score: -1328886.625000 Penalty: 458.881561
	Iteration 0F: 2 clusters Score -1328887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1312823.750000 Penalty: 917.763123
	Iteration 0F: 3 clusters Score -1312824 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1319735.250000 Penalty: 917.763123
	Iteration 1F: 3 clusters Score -1319735 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1320587.000000 Penalty: 917.763123
	Iteration 2F: 3 clusters Score -1320587 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1322039.875000 Penalty: 917.763123
	Iteration 3F: 3 clusters Score -1322040 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1324148.625000 Penalty: 917.763123
	Iteration 4F: 3 clusters Score -1324149 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1325994.000000 Penalty: 917.763123
	Iteration 5F: 3 clusters Score -1325994 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1326711.750000 Penalty: 917.763123
	Iteration 6F: 3 clusters Score -1326712 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1326962.375000 Penalty: 917.763123
	Iteration 7Q: 3 clusters Score -1326962 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1327121.500000 Penalty: 917.763123
	Iteration 8Q: 3 clusters Score -1327122 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1327238.125000 Penalty: 917.763123
	Iteration 9Q: 3 clusters Score -1327238 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1327319.250000 Penalty: 917.763123
	Iteration 10Q: 3 clusters Score -1327319 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1327369.250000 Penalty: 917.763123
	Iteration 11Q: 3 clusters Score -1327369 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1327414.250000 Penalty: 917.763123
	Iteration 12Q: 3 clusters Score -1327414 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1327444.250000 Penalty: 917.763123
	Iteration 13Q: 3 clusters Score -1327444 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1327473.250000 Penalty: 917.763123
	Iteration 14Q: 3 clusters Score -1327473 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1327496.125000 Penalty: 917.763123
	Iteration 15Q: 3 clusters Score -1327496 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1327522.875000 Penalty: 917.763123
	Iteration 16Q: 3 clusters Score -1327523 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1327547.000000 Penalty: 917.763123
	Iteration 17Q: 3 clusters Score -1327547 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -1327561.750000 Penalty: 917.763123
	Iteration 18Q: 3 clusters Score -1327562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1327584.250000 Penalty: 917.763123
	Iteration 19Q: 3 clusters Score -1327584 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1327589.500000 Penalty: 917.763123
	Iteration 20F: 3 clusters Score -1327590 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1327593.750000 Penalty: 917.763123
	Iteration 21Q: 3 clusters Score -1327594 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1327600.875000 Penalty: 917.763123
	Iteration 22Q: 3 clusters Score -1327601 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -1327606.375000 Penalty: 917.763123
	Iteration 23Q: 3 clusters Score -1327606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1327611.875000 Penalty: 917.763123
	Iteration 24Q: 3 clusters Score -1327612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1327616.000000 Penalty: 917.763123
	Iteration 25Q: 3 clusters Score -1327616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1327616.250000 Penalty: 917.763123
	Iteration 26Q: 3 clusters Score -1327616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1327624.000000 Penalty: 917.763123
	Iteration 27Q: 3 clusters Score -1327624 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1327628.500000 Penalty: 917.763123
	Iteration 28Q: 3 clusters Score -1327628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1327632.500000 Penalty: 917.763123
	Iteration 29Q: 3 clusters Score -1327632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1327645.250000 Penalty: 917.763123
	Iteration 30Q: 3 clusters Score -1327645 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1327648.375000 Penalty: 917.763123
	Iteration 31Q: 3 clusters Score -1327648 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1327660.375000 Penalty: 917.763123
	Iteration 32Q: 3 clusters Score -1327660 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1327667.750000 Penalty: 917.763123
	Iteration 33Q: 3 clusters Score -1327668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1327678.500000 Penalty: 917.763123
	Iteration 34Q: 3 clusters Score -1327678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1327679.125000 Penalty: 917.763123
	Iteration 35Q: 3 clusters Score -1327679 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1327687.875000 Penalty: 917.763123
	Iteration 36Q: 3 clusters Score -1327688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -1327690.750000 Penalty: 917.763123
	Iteration 37Q: 3 clusters Score -1327691 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1327692.500000 Penalty: 917.763123
	Iteration 38Q: 3 clusters Score -1327692 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -1327695.250000 Penalty: 917.763123
	Iteration 39Q: 3 clusters Score -1327695 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -1327706.750000 Penalty: 917.763123
	Iteration 40F: 3 clusters Score -1327707 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -1327715.000000 Penalty: 917.763123
	Iteration 41Q: 3 clusters Score -1327715 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1327721.000000 Penalty: 917.763123
	Iteration 42Q: 3 clusters Score -1327721 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -1327732.375000 Penalty: 917.763123
	Iteration 43Q: 3 clusters Score -1327732 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -1327733.500000 Penalty: 917.763123
	Iteration 44Q: 3 clusters Score -1327734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1327738.125000 Penalty: 917.763123
	Iteration 45Q: 3 clusters Score -1327738 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -1327742.625000 Penalty: 917.763123
	Iteration 46Q: 3 clusters Score -1327743 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1327749.750000 Penalty: 917.763123
	Iteration 47Q: 3 clusters Score -1327750 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1327756.125000 Penalty: 917.763123
	Iteration 48Q: 3 clusters Score -1327756 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1327760.250000 Penalty: 917.763123
	Iteration 49Q: 3 clusters Score -1327760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1327763.625000 Penalty: 917.763123
	Iteration 50Q: 3 clusters Score -1327764 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -1327773.375000 Penalty: 917.763123
	Iteration 51Q: 3 clusters Score -1327773 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -1327789.875000 Penalty: 917.763123
	Iteration 52Q: 3 clusters Score -1327790 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1327805.875000 Penalty: 917.763123
	Iteration 53Q: 3 clusters Score -1327806 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -1327815.125000 Penalty: 917.763123
	Iteration 54Q: 3 clusters Score -1327815 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1327828.875000 Penalty: 917.763123
	Iteration 55Q: 3 clusters Score -1327829 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -1327843.500000 Penalty: 917.763123
	Iteration 56Q: 3 clusters Score -1327844 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -1327858.500000 Penalty: 917.763123
	Iteration 57Q: 3 clusters Score -1327858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -1327866.625000 Penalty: 917.763123
	Iteration 58Q: 3 clusters Score -1327867 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -1327879.250000 Penalty: 917.763123
	Iteration 59Q: 3 clusters Score -1327879 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -1327889.875000 Penalty: 917.763123
	Iteration 60F: 3 clusters Score -1327890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -1327897.750000 Penalty: 917.763123
	Iteration 61Q: 3 clusters Score -1327898 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -1327905.750000 Penalty: 917.763123
	Iteration 62Q: 3 clusters Score -1327906 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -1327914.625000 Penalty: 917.763123
	Iteration 63Q: 3 clusters Score -1327915 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -1327932.250000 Penalty: 917.763123
	Iteration 64Q: 3 clusters Score -1327932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -1327931.875000 Penalty: 917.763123
	Iteration 65Q: 3 clusters Score -1327932 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1327936.875000 Penalty: 917.763123
	Iteration 66Q: 3 clusters Score -1327937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -1327942.875000 Penalty: 917.763123
	Iteration 67Q: 3 clusters Score -1327943 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -1327944.625000 Penalty: 917.763123
	Iteration 68Q: 3 clusters Score -1327945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -1327948.125000 Penalty: 917.763123
	Iteration 69Q: 3 clusters Score -1327948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -1327947.250000 Penalty: 917.763123
	Iteration 70Q: 3 clusters Score -1327947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -1327951.375000 Penalty: 917.763123
	Iteration 71Q: 3 clusters Score -1327951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -1327954.875000 Penalty: 917.763123
	Iteration 72Q: 3 clusters Score -1327955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -1327958.500000 Penalty: 917.763123
	Iteration 73Q: 3 clusters Score -1327958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -1327964.625000 Penalty: 917.763123
	Iteration 74Q: 3 clusters Score -1327965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -1327961.250000 Penalty: 917.763123
	Iteration 75Q: 3 clusters Score -1327961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -1327966.750000 Penalty: 917.763123
	Iteration 76Q: 3 clusters Score -1327967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -1327968.000000 Penalty: 917.763123
	Iteration 77Q: 3 clusters Score -1327968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -1327970.125000 Penalty: 917.763123
	Iteration 78Q: 3 clusters Score -1327970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -1327971.000000 Penalty: 917.763123
	Iteration 79Q: 3 clusters Score -1327971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -1327972.500000 Penalty: 917.763123
	Iteration 80F: 3 clusters Score -1327972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -1327975.125000 Penalty: 917.763123
	Iteration 81Q: 3 clusters Score -1327975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -1327977.625000 Penalty: 917.763123
	Iteration 82Q: 3 clusters Score -1327978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -1327976.375000 Penalty: 917.763123
	Iteration 83Q: 3 clusters Score -1327976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -1327979.125000 Penalty: 917.763123
	Iteration 84Q: 3 clusters Score -1327979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -1327980.375000 Penalty: 917.763123
	Iteration 85Q: 3 clusters Score -1327980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1327983.125000 Penalty: 917.763123
	Iteration 86Q: 3 clusters Score -1327983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1327986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1327987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1327984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -1327989.500000 Penalty: 917.763123
	Iteration 90Q: 3 clusters Score -1327990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1327986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -1327991.375000 Penalty: 917.763123
	Iteration 92Q: 3 clusters Score -1327991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1327994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1328000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1328001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1328005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1328005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1328008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1328007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -1328010.000000 Penalty: 917.763123
	Iteration 100F: 3 clusters Score -1328010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -1328009.000000 Penalty: 917.763123
	Iteration 101Q: 3 clusters Score -1328009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1328009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -1328013.125000 Penalty: 917.763123
	Iteration 103Q: 3 clusters Score -1328013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1328014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1328015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -1328016.500000 Penalty: 917.763123
	Iteration 106Q: 3 clusters Score -1328016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -1328017.500000 Penalty: 917.763123
	Iteration 107Q: 3 clusters Score -1328018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -1328021.250000 Penalty: 917.763123
	Iteration 108Q: 3 clusters Score -1328021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1328020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1328023 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1328027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1328030 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1328033 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -1328038.375000 Penalty: 917.763123
	Iteration 114Q: 3 clusters Score -1328038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1328037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1328039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1328043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -1328046.000000 Penalty: 917.763123
	Iteration 118Q: 3 clusters Score -1328046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1328045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -1328047.500000 Penalty: 917.763123
	Iteration 120F: 3 clusters Score -1328048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1328048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1328049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -1328053.000000 Penalty: 917.763123
	Iteration 123Q: 3 clusters Score -1328053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -1328058.250000 Penalty: 917.763123
	Iteration 124Q: 3 clusters Score -1328058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1328059 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -1328058.000000 Penalty: 917.763123
	Iteration 126Q: 3 clusters Score -1328058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -1328061.625000 Penalty: 917.763123
	Iteration 127Q: 3 clusters Score -1328062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -1328068.125000 Penalty: 917.763123
	Iteration 128Q: 3 clusters Score -1328068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -1328068.750000 Penalty: 917.763123
	Iteration 129Q: 3 clusters Score -1328069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -1328072.375000 Penalty: 917.763123
	Iteration 130Q: 3 clusters Score -1328072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -1328069.875000 Penalty: 917.763123
	Iteration 131Q: 3 clusters Score -1328070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1328072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -1328077.625000 Penalty: 917.763123
	Iteration 133Q: 3 clusters Score -1328078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -1328084.125000 Penalty: 917.763123
	Iteration 134Q: 3 clusters Score -1328084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -1328086.375000 Penalty: 917.763123
	Iteration 135Q: 3 clusters Score -1328086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -1328091.500000 Penalty: 917.763123
	Iteration 136Q: 3 clusters Score -1328092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -1328095.500000 Penalty: 917.763123
	Iteration 137Q: 3 clusters Score -1328096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1328095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -1328094.125000 Penalty: 917.763123
	Iteration 139Q: 3 clusters Score -1328094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -1328093.250000 Penalty: 917.763123
	Iteration 140F: 3 clusters Score -1328093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -1328091.875000 Penalty: 917.763123
	Iteration 141Q: 3 clusters Score -1328092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1328095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -1328095.125000 Penalty: 917.763123
	Iteration 143Q: 3 clusters Score -1328095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1328097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -1328097.750000 Penalty: 917.763123
	Iteration 145Q: 3 clusters Score -1328098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -1328099.250000 Penalty: 917.763123
	Iteration 146Q: 3 clusters Score -1328099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -1328100.875000 Penalty: 917.763123
	Iteration 147Q: 3 clusters Score -1328101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -1328102.750000 Penalty: 917.763123
	Iteration 148Q: 3 clusters Score -1328103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -1328106.875000 Penalty: 917.763123
	Iteration 149Q: 3 clusters Score -1328107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -1328107.375000 Penalty: 917.763123
	Iteration 150Q: 3 clusters Score -1328107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -1328107.875000 Penalty: 917.763123
	Iteration 151Q: 3 clusters Score -1328108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -1328109.750000 Penalty: 917.763123
	Iteration 152Q: 3 clusters Score -1328110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -1328109.375000 Penalty: 917.763123
	Iteration 153Q: 3 clusters Score -1328109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -1328111.625000 Penalty: 917.763123
	Iteration 154Q: 3 clusters Score -1328112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -1328112.375000 Penalty: 917.763123
	Iteration 155Q: 3 clusters Score -1328112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -1328114.000000 Penalty: 917.763123
	Iteration 156Q: 3 clusters Score -1328114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -1328117.750000 Penalty: 917.763123
	Iteration 157Q: 3 clusters Score -1328118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1328118 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -1328119.125000 Penalty: 917.763123
	Iteration 159Q: 3 clusters Score -1328119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -1328121.375000 Penalty: 917.763123
	Iteration 160F: 3 clusters Score -1328121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -1328123.875000 Penalty: 917.763123
	Iteration 161Q: 3 clusters Score -1328124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -1328124.250000 Penalty: 917.763123
	Iteration 162Q: 3 clusters Score -1328124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -1328124.625000 Penalty: 917.763123
	Iteration 163Q: 3 clusters Score -1328125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -1328123.375000 Penalty: 917.763123
	Iteration 164Q: 3 clusters Score -1328123 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -1328120.875000 Penalty: 917.763123
	Iteration 165Q: 3 clusters Score -1328121 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -1328124.750000 Penalty: 917.763123
	Iteration 166Q: 3 clusters Score -1328125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -1328127.375000 Penalty: 917.763123
	Iteration 167Q: 3 clusters Score -1328127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -1328131.375000 Penalty: 917.763123
	Iteration 168Q: 3 clusters Score -1328131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -1328133.875000 Penalty: 917.763123
	Iteration 169Q: 3 clusters Score -1328134 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -1328141.875000 Penalty: 917.763123
	Iteration 170Q: 3 clusters Score -1328142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -1328152.000000 Penalty: 917.763123
	Iteration 171Q: 3 clusters Score -1328152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -1328160.500000 Penalty: 917.763123
	Iteration 172Q: 3 clusters Score -1328160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -1328172.000000 Penalty: 917.763123
	Iteration 173Q: 3 clusters Score -1328172 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -1328178.625000 Penalty: 917.763123
	Iteration 174Q: 3 clusters Score -1328179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -1328184.625000 Penalty: 917.763123
	Iteration 175Q: 3 clusters Score -1328185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -1328190.000000 Penalty: 917.763123
	Iteration 176Q: 3 clusters Score -1328190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -1328197.375000 Penalty: 917.763123
	Iteration 177Q: 3 clusters Score -1328197 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -1328205.000000 Penalty: 917.763123
	Iteration 178Q: 3 clusters Score -1328205 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -1328209.875000 Penalty: 917.763123
	Iteration 179Q: 3 clusters Score -1328210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -1328220.500000 Penalty: 917.763123
	Iteration 180F: 3 clusters Score -1328220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -1328228.250000 Penalty: 917.763123
	Iteration 181Q: 3 clusters Score -1328228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -1328239.000000 Penalty: 917.763123
	Iteration 182Q: 3 clusters Score -1328239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -1328251.750000 Penalty: 917.763123
	Iteration 183Q: 3 clusters Score -1328252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -1328259.250000 Penalty: 917.763123
	Iteration 184Q: 3 clusters Score -1328259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -1328270.000000 Penalty: 917.763123
	Iteration 185Q: 3 clusters Score -1328270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -1328279.750000 Penalty: 917.763123
	Iteration 186Q: 3 clusters Score -1328280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -1328285.250000 Penalty: 917.763123
	Iteration 187Q: 3 clusters Score -1328285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -1328292.750000 Penalty: 917.763123
	Iteration 188Q: 3 clusters Score -1328293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -1328299.875000 Penalty: 917.763123
	Iteration 189Q: 3 clusters Score -1328300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -1328307.375000 Penalty: 917.763123
	Iteration 190Q: 3 clusters Score -1328307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -1328309.125000 Penalty: 917.763123
	Iteration 191Q: 3 clusters Score -1328309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -1328315.000000 Penalty: 917.763123
	Iteration 192Q: 3 clusters Score -1328315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -1328318.125000 Penalty: 917.763123
	Iteration 193Q: 3 clusters Score -1328318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -1328320.750000 Penalty: 917.763123
	Iteration 194Q: 3 clusters Score -1328321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -1328322.750000 Penalty: 917.763123
	Iteration 195Q: 3 clusters Score -1328323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -1328321.875000 Penalty: 917.763123
	Iteration 196Q: 3 clusters Score -1328322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -1328325.125000 Penalty: 917.763123
	Iteration 197Q: 3 clusters Score -1328325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -1328328.875000 Penalty: 917.763123
	Iteration 198Q: 3 clusters Score -1328329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -1328328.375000 Penalty: 917.763123
	Iteration 199Q: 3 clusters Score -1328328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -1328330.750000 Penalty: 917.763123
	Iteration 200F: 3 clusters Score -1328331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -1328332.250000 Penalty: 917.763123
	Iteration 201Q: 3 clusters Score -1328332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -1328332.375000 Penalty: 917.763123
	Iteration 202Q: 3 clusters Score -1328332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -1328334.500000 Penalty: 917.763123
	Iteration 203Q: 3 clusters Score -1328334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -1328333.875000 Penalty: 917.763123
	Iteration 204Q: 3 clusters Score -1328334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -1328333.250000 Penalty: 917.763123
	Iteration 205Q: 3 clusters Score -1328333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -1328334.750000 Penalty: 917.763123
	Iteration 206Q: 3 clusters Score -1328335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -1328333.625000 Penalty: 917.763123
	Iteration 207Q: 3 clusters Score -1328334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -1328335.625000 Penalty: 917.763123
	Iteration 208Q: 3 clusters Score -1328336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -1328336.500000 Penalty: 917.763123
	Iteration 209Q: 3 clusters Score -1328336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -1328333.250000 Penalty: 917.763123
	Iteration 210Q: 3 clusters Score -1328333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -1328337.500000 Penalty: 917.763123
	Iteration 211Q: 3 clusters Score -1328338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -1328339.875000 Penalty: 917.763123
	Iteration 212Q: 3 clusters Score -1328340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -1328337.875000 Penalty: 917.763123
	Iteration 213Q: 3 clusters Score -1328338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -1328340.375000 Penalty: 917.763123
	Iteration 214Q: 3 clusters Score -1328340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -1328341.000000 Penalty: 917.763123
	Iteration 215Q: 3 clusters Score -1328341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -1328348.375000 Penalty: 917.763123
	Iteration 216Q: 3 clusters Score -1328348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -1328345.375000 Penalty: 917.763123
	Iteration 217Q: 3 clusters Score -1328345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -1328348.625000 Penalty: 917.763123
	Iteration 218Q: 3 clusters Score -1328349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -1328353.375000 Penalty: 917.763123
	Iteration 219Q: 3 clusters Score -1328353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -1328358.250000 Penalty: 917.763123
	Iteration 220F: 3 clusters Score -1328358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -1328361.000000 Penalty: 917.763123
	Iteration 221Q: 3 clusters Score -1328361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -1328368.250000 Penalty: 917.763123
	Iteration 222Q: 3 clusters Score -1328368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -1328370.000000 Penalty: 917.763123
	Iteration 223Q: 3 clusters Score -1328370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -1328376.875000 Penalty: 917.763123
	Iteration 224Q: 3 clusters Score -1328377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -1328384.875000 Penalty: 917.763123
	Iteration 225Q: 3 clusters Score -1328385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -1328391.500000 Penalty: 917.763123
	Iteration 226Q: 3 clusters Score -1328392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -1328399.750000 Penalty: 917.763123
	Iteration 227Q: 3 clusters Score -1328400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -1328406.500000 Penalty: 917.763123
	Iteration 228Q: 3 clusters Score -1328406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -1328413.125000 Penalty: 917.763123
	Iteration 229Q: 3 clusters Score -1328413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -1328414.125000 Penalty: 917.763123
	Iteration 230Q: 3 clusters Score -1328414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -1328413.625000 Penalty: 917.763123
	Iteration 231Q: 3 clusters Score -1328414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -1328415.125000 Penalty: 917.763123
	Iteration 232Q: 3 clusters Score -1328415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -1328414.875000 Penalty: 917.763123
	Iteration 233Q: 3 clusters Score -1328415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -1328414.500000 Penalty: 917.763123
	Iteration 234Q: 3 clusters Score -1328414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -1328416.375000 Penalty: 917.763123
	Iteration 235Q: 3 clusters Score -1328416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -1328415.500000 Penalty: 917.763123
	Iteration 236Q: 3 clusters Score -1328416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -1328417.625000 Penalty: 917.763123
	Iteration 237Q: 3 clusters Score -1328418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -1328420.625000 Penalty: 917.763123
	Iteration 238Q: 3 clusters Score -1328421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -1328418.250000 Penalty: 917.763123
	Iteration 239Q: 3 clusters Score -1328418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -1328418.375000 Penalty: 917.763123
	Iteration 240F: 3 clusters Score -1328418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -1328417.875000 Penalty: 917.763123
	Iteration 241Q: 3 clusters Score -1328418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -1328419.625000 Penalty: 917.763123
	Iteration 242Q: 3 clusters Score -1328420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -1328421.500000 Penalty: 917.763123
	Iteration 243Q: 3 clusters Score -1328422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -1328423.750000 Penalty: 917.763123
	Iteration 244Q: 3 clusters Score -1328424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -1328424.000000 Penalty: 917.763123
	Iteration 245Q: 3 clusters Score -1328424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -1328425.250000 Penalty: 917.763123
	Iteration 246Q: 3 clusters Score -1328425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -1328425.125000 Penalty: 917.763123
	Iteration 247Q: 3 clusters Score -1328425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -1328423.750000 Penalty: 917.763123
	Iteration 248Q: 3 clusters Score -1328424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -1328422.375000 Penalty: 917.763123
	Iteration 249Q: 3 clusters Score -1328422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -1328423.000000 Penalty: 917.763123
	Iteration 250Q: 3 clusters Score -1328423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -1328422.875000 Penalty: 917.763123
	Iteration 251Q: 3 clusters Score -1328423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -1328422.875000 Penalty: 917.763123
	Iteration 252F: 3 clusters Score -1328423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -6409.600586 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -6409.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6143.122070 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -6143.122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6196.895996 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -6196.896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6206.075195 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -6206.075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6209.001465 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -6209.001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6210.570312 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -6210.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6211.327148 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -6211.327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6211.327148 Penalty: 474.063232
	Iteration 6F: 3 clusters Score -6211.327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -35868.968750 Penalty: 297.616852
	Iteration 0F: 2 clusters Score -35868.97 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 327 members 
Entering Unmasked Estep 
Score: -35264.933594 Penalty: 595.233704
	Iteration 0F: 3 clusters Score -35264.93 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -35434.769531 Penalty: 595.233704
	Iteration 1F: 3 clusters Score -35434.77 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35492.457031 Penalty: 595.233704
	Iteration 2F: 3 clusters Score -35492.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35534.015625 Penalty: 595.233704
	Iteration 3F: 3 clusters Score -35534.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35570.636719 Penalty: 595.233704
	Iteration 4Q: 3 clusters Score -35570.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35589.820312 Penalty: 595.233704
	Iteration 5Q: 3 clusters Score -35589.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35606.195312 Penalty: 595.233704
	Iteration 6Q: 3 clusters Score -35606.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35615.683594 Penalty: 595.233704
	Iteration 7Q: 3 clusters Score -35615.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35622.242188 Penalty: 595.233704
	Iteration 8Q: 3 clusters Score -35622.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35625.511719 Penalty: 595.233704
	Iteration 9Q: 3 clusters Score -35625.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35628.007812 Penalty: 595.233704
	Iteration 10Q: 3 clusters Score -35628.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35630.902344 Penalty: 595.233704
	Iteration 11Q: 3 clusters Score -35630.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35633.710938 Penalty: 595.233704
	Iteration 12Q: 3 clusters Score -35633.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35634.910156 Penalty: 595.233704
	Iteration 13Q: 3 clusters Score -35634.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35637.972656 Penalty: 595.233704
	Iteration 14Q: 3 clusters Score -35637.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35639.410156 Penalty: 595.233704
	Iteration 15Q: 3 clusters Score -35639.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35639.496094 Penalty: 595.233704
	Iteration 16Q: 3 clusters Score -35639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35639.902344 Penalty: 595.233704
	Iteration 17Q: 3 clusters Score -35639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35639.902344 Penalty: 595.233704
	Iteration 18F: 3 clusters Score -35639.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -6663.601074 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -6663.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6412.668457 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -6412.668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6458.220215 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -6458.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6462.585449 Penalty: 460.118378
	Iteration 2Q: 3 clusters Score -6462.585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6463.759766 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -6463.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6466.627441 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -6466.627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6466.627441 Penalty: 460.118378
	Iteration 5F: 3 clusters Score -6466.627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -6925.556152 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -6925.556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6707.211426 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -6707.211 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6791.460938 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -6791.461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6826.502441 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -6826.502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6863.498047 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -6863.498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6902.298828 Penalty: 467.357666
	Iteration 4F: 3 clusters Score -6902.299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6905.460938 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -6905.461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6906.790527 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -6906.791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6909.404297 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -6909.404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6914.427734 Penalty: 467.357666
	Iteration 8Q: 3 clusters Score -6914.428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6914.427734 Penalty: 467.357666
	Iteration 9F: 3 clusters Score -6914.428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (306865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306865 members 
Entering Unmasked Estep 
Score: -16238933.000000 Penalty: 574.854431
	Iteration 0F: 2 clusters Score -1.623893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153297 members 
Mstep: Class 2 contains 153568 members 
Entering Unmasked Estep 
Score: -16051511.000000 Penalty: 1149.708862
	Iteration 0F: 3 clusters Score -1.605151e+07 nChanged 151215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144710 members 
Mstep: Class 2 contains 162155 members 
Entering Unmasked Estep 
Score: -16147683.000000 Penalty: 1149.708862
	Iteration 1F: 3 clusters Score -1.614768e+07 nChanged 14407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139423 members 
Mstep: Class 2 contains 167442 members 
Entering Unmasked Estep 
Score: -16153941.000000 Penalty: 1149.708862
	Iteration 2Q: 3 clusters Score -1.615394e+07 nChanged 16937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131952 members 
Mstep: Class 2 contains 174913 members 
Entering Unmasked Estep 
Score: -16164118.000000 Penalty: 1149.708862
	Iteration 3F: 3 clusters Score -1.616412e+07 nChanged 19841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122545 members 
Mstep: Class 2 contains 184320 members 
Entering Unmasked Estep 
Score: -16180548.000000 Penalty: 1149.708862
	Iteration 4F: 3 clusters Score -1.618055e+07 nChanged 20713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113570 members 
Mstep: Class 2 contains 193295 members 
Entering Unmasked Estep 
Score: -16197817.000000 Penalty: 1149.708862
	Iteration 5F: 3 clusters Score -1.619782e+07 nChanged 16902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106694 members 
Mstep: Class 2 contains 200171 members 
Entering Unmasked Estep 
Score: -16207182.000000 Penalty: 1149.708862
	Iteration 6F: 3 clusters Score -1.620718e+07 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100990 members 
Mstep: Class 2 contains 205875 members 
Entering Unmasked Estep 
Score: -16210655.000000 Penalty: 1149.708862
	Iteration 7Q: 3 clusters Score -1.621066e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95477 members 
Mstep: Class 2 contains 211388 members 
Entering Unmasked Estep 
Score: -16212455.000000 Penalty: 1149.708862
	Iteration 8Q: 3 clusters Score -1.621246e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89914 members 
Mstep: Class 2 contains 216951 members 
Entering Unmasked Estep 
Score: -16213759.000000 Penalty: 1149.708862
	Iteration 9Q: 3 clusters Score -1.621376e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 222619 members 
Entering Unmasked Estep 
Score: -16215291.000000 Penalty: 1149.708862
	Iteration 10Q: 3 clusters Score -1.621529e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 228458 members 
Entering Unmasked Estep 
Score: -16216875.000000 Penalty: 1149.708862
	Iteration 11Q: 3 clusters Score -1.621688e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 234350 members 
Entering Unmasked Estep 
Score: -16218594.000000 Penalty: 1149.708862
	Iteration 12Q: 3 clusters Score -1.621859e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 240215 members 
Entering Unmasked Estep 
Score: -16220430.000000 Penalty: 1149.708862
	Iteration 13Q: 3 clusters Score -1.622043e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 246152 members 
Entering Unmasked Estep 
Score: -16222665.000000 Penalty: 1149.708862
	Iteration 14Q: 3 clusters Score -1.622266e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 251924 members 
Entering Unmasked Estep 
Score: -16224482.000000 Penalty: 1149.708862
	Iteration 15Q: 3 clusters Score -1.622448e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 257589 members 
Entering Unmasked Estep 
Score: -16226437.000000 Penalty: 1149.708862
	Iteration 16Q: 3 clusters Score -1.622644e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 263111 members 
Entering Unmasked Estep 
Score: -16228470.000000 Penalty: 1149.708862
	Iteration 17Q: 3 clusters Score -1.622847e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 268373 members 
Entering Unmasked Estep 
Score: -16231597.000000 Penalty: 1149.708862
	Iteration 18Q: 3 clusters Score -1.62316e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 273543 members 
Entering Unmasked Estep 
Score: -16234864.000000 Penalty: 1149.708862
	Iteration 19Q: 3 clusters Score -1.623486e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 278688 members 
Entering Unmasked Estep 
Score: -16237294.000000 Penalty: 1149.708862
	Iteration 20F: 3 clusters Score -1.623729e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 283717 members 
Entering Unmasked Estep 
Score: -16238767.000000 Penalty: 1149.708862
	Iteration 21Q: 3 clusters Score -1.623877e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 288400 members 
Entering Unmasked Estep 
Score: -16239675.000000 Penalty: 1149.708862
	Iteration 22Q: 3 clusters Score -1.623968e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 292560 members 
Entering Unmasked Estep 
Score: -16239910.000000 Penalty: 1149.708862
	Iteration 23Q: 3 clusters Score -1.623991e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 296082 members 
Entering Unmasked Estep 
Score: -16240118.000000 Penalty: 1149.708862
	Iteration 24Q: 3 clusters Score -1.624012e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 298897 members 
Entering Unmasked Estep 
Score: -16240081.000000 Penalty: 1149.708862
	Iteration 25Q: 3 clusters Score -1.624008e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 301070 members 
Entering Unmasked Estep 
Score: -16239859.000000 Penalty: 1149.708862
	Iteration 26Q: 3 clusters Score -1.623986e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 302712 members 
Entering Unmasked Estep 
Score: -16239611.000000 Penalty: 1149.708862
	Iteration 27Q: 3 clusters Score -1.623961e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 303921 members 
Entering Unmasked Estep 
Score: -16239304.000000 Penalty: 1149.708862
	Iteration 28Q: 3 clusters Score -1.62393e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 304774 members 
Entering Unmasked Estep 
Score: -16239057.000000 Penalty: 1149.708862
	Iteration 29Q: 3 clusters Score -1.623906e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 305366 members 
Entering Unmasked Estep 
Score: -16238820.000000 Penalty: 1149.708862
	Iteration 30Q: 3 clusters Score -1.623882e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 305765 members 
Entering Unmasked Estep 
Score: -16238777.000000 Penalty: 1149.708862
	Iteration 31Q: 3 clusters Score -1.623878e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 306035 members 
Entering Unmasked Estep 
Score: -16238714.000000 Penalty: 1149.708862
	Iteration 32Q: 3 clusters Score -1.623871e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 306212 members 
Entering Unmasked Estep 
Score: -16238661.000000 Penalty: 1149.708862
	Iteration 33Q: 3 clusters Score -1.623866e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 306340 members 
Entering Unmasked Estep 
Score: -16238633.000000 Penalty: 1149.708862
	Iteration 34Q: 3 clusters Score -1.623863e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 306440 members 
Entering Unmasked Estep 
Score: -16238582.000000 Penalty: 1149.708862
	Iteration 35Q: 3 clusters Score -1.623858e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 306500 members 
Entering Unmasked Estep 
Score: -16238566.000000 Penalty: 1149.708862
	Iteration 36Q: 3 clusters Score -1.623857e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 306533 members 
Entering Unmasked Estep 
Score: -16238577.000000 Penalty: 1149.708862
	Iteration 37Q: 3 clusters Score -1.623858e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 306554 members 
Entering Unmasked Estep 
Score: -16238568.000000 Penalty: 1149.708862
	Iteration 38Q: 3 clusters Score -1.623857e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 306574 members 
Entering Unmasked Estep 
Score: -16238565.000000 Penalty: 1149.708862
	Iteration 39Q: 3 clusters Score -1.623856e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 306590 members 
Entering Unmasked Estep 
Score: -16238574.000000 Penalty: 1149.708862
	Iteration 40F: 3 clusters Score -1.623857e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 306600 members 
Entering Unmasked Estep 
Score: -16238572.000000 Penalty: 1149.708862
	Iteration 41Q: 3 clusters Score -1.623857e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 306606 members 
Entering Unmasked Estep 
Score: -16238591.000000 Penalty: 1149.708862
	Iteration 42Q: 3 clusters Score -1.623859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 306609 members 
Entering Unmasked Estep 
Score: -16238605.000000 Penalty: 1149.708862
	Iteration 43Q: 3 clusters Score -1.62386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 306610 members 
Entering Unmasked Estep 
Score: -16238602.000000 Penalty: 1149.708862
	Iteration 44Q: 3 clusters Score -1.62386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 306614 members 
Entering Unmasked Estep 
Score: -16238607.000000 Penalty: 1149.708862
	Iteration 45Q: 3 clusters Score -1.623861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 306619 members 
Entering Unmasked Estep 
Score: -16238611.000000 Penalty: 1149.708862
	Iteration 46Q: 3 clusters Score -1.623861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 306621 members 
Entering Unmasked Estep 
Score: -16238593.000000 Penalty: 1149.708862
	Iteration 47Q: 3 clusters Score -1.623859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 306619 members 
Entering Unmasked Estep 
Score: -16238607.000000 Penalty: 1149.708862
	Iteration 48Q: 3 clusters Score -1.623861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 306620 members 
Entering Unmasked Estep 
Score: -16238609.000000 Penalty: 1149.708862
	Iteration 49Q: 3 clusters Score -1.623861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 306620 members 
Entering Unmasked Estep 
Score: -16238606.000000 Penalty: 1149.708862
	Iteration 50Q: 3 clusters Score -1.623861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 306620 members 
Entering Unmasked Estep 
Score: -16238603.000000 Penalty: 1149.708862
	Iteration 51Q: 3 clusters Score -1.62386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 306620 members 
Entering Unmasked Estep 
Score: -16238607.000000 Penalty: 1149.708862
	Iteration 52Q: 3 clusters Score -1.623861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 306621 members 
Entering Unmasked Estep 
Score: -16238603.000000 Penalty: 1149.708862
	Iteration 53Q: 3 clusters Score -1.62386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 306619 members 
Entering Unmasked Estep 
Score: -16238597.000000 Penalty: 1149.708862
	Iteration 54Q: 3 clusters Score -1.62386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 306617 members 
Entering Unmasked Estep 
Score: -16238597.000000 Penalty: 1149.708862
	Iteration 55Q: 3 clusters Score -1.62386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 306617 members 
Entering Unmasked Estep 
Score: -16238602.000000 Penalty: 1149.708862
	Iteration 56Q: 3 clusters Score -1.62386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 306617 members 
Entering Unmasked Estep 
Score: -16238602.000000 Penalty: 1149.708862
	Iteration 57F: 3 clusters Score -1.62386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (38 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Entering Unmasked Estep 
Score: -1524.824829 Penalty: 165.510162
	Iteration 0F: 2 clusters Score -1524.825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1445.212769 Penalty: 331.020325
	Iteration 0F: 3 clusters Score -1445.213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1455.572876 Penalty: 331.020325
	Iteration 1F: 3 clusters Score -1455.573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -28137.919922 Penalty: 291.812378
	Iteration 0F: 2 clusters Score -28137.92 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 309 members 
Entering Unmasked Estep 
Score: -27574.787109 Penalty: 583.624756
	Iteration 0F: 3 clusters Score -27574.79 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27792.394531 Penalty: 583.624756
	Iteration 1F: 3 clusters Score -27792.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27869.593750 Penalty: 583.624756
	Iteration 2F: 3 clusters Score -27869.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27911.980469 Penalty: 583.624756
	Iteration 3F: 3 clusters Score -27911.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27932.132812 Penalty: 583.624756
	Iteration 4Q: 3 clusters Score -27932.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27942.525391 Penalty: 583.624756
	Iteration 5Q: 3 clusters Score -27942.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27946.830078 Penalty: 583.624756
	Iteration 6Q: 3 clusters Score -27946.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27951.132812 Penalty: 583.624756
	Iteration 7Q: 3 clusters Score -27951.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27958.556641 Penalty: 583.624756
	Iteration 8Q: 3 clusters Score -27958.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27962.468750 Penalty: 583.624756
	Iteration 9Q: 3 clusters Score -27962.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27968.367188 Penalty: 583.624756
	Iteration 10Q: 3 clusters Score -27968.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27971.892578 Penalty: 583.624756
	Iteration 11Q: 3 clusters Score -27971.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27973.853516 Penalty: 583.624756
	Iteration 12Q: 3 clusters Score -27973.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27975.984375 Penalty: 583.624756
	Iteration 13Q: 3 clusters Score -27975.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27979.513672 Penalty: 583.624756
	Iteration 14Q: 3 clusters Score -27979.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27982.685547 Penalty: 583.624756
	Iteration 15Q: 3 clusters Score -27982.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27984.900391 Penalty: 583.624756
	Iteration 16Q: 3 clusters Score -27984.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27986.179688 Penalty: 583.624756
	Iteration 17Q: 3 clusters Score -27986.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27986.179688 Penalty: 583.624756
	Iteration 18F: 3 clusters Score -27986.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -24192.462891 Penalty: 280.334930
	Iteration 0F: 2 clusters Score -24192.46 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 240 members 
Entering Unmasked Estep 
Score: -23708.923828 Penalty: 560.669861
	Iteration 0F: 3 clusters Score -23708.92 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23814.582031 Penalty: 560.669861
	Iteration 1F: 3 clusters Score -23814.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23849.216797 Penalty: 560.669861
	Iteration 2F: 3 clusters Score -23849.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -23879.130859 Penalty: 560.669861
	Iteration 3F: 3 clusters Score -23879.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23890.974609 Penalty: 560.669861
	Iteration 4Q: 3 clusters Score -23890.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23898.212891 Penalty: 560.669861
	Iteration 5Q: 3 clusters Score -23898.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23903.232422 Penalty: 560.669861
	Iteration 6Q: 3 clusters Score -23903.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -23914.191406 Penalty: 560.669861
	Iteration 7Q: 3 clusters Score -23914.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23920.449219 Penalty: 560.669861
	Iteration 8Q: 3 clusters Score -23920.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23924.548828 Penalty: 560.669861
	Iteration 9Q: 3 clusters Score -23924.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -23927.037109 Penalty: 560.669861
	Iteration 10Q: 3 clusters Score -23927.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -23928.802734 Penalty: 560.669861
	Iteration 11Q: 3 clusters Score -23928.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -23931.248047 Penalty: 560.669861
	Iteration 12Q: 3 clusters Score -23931.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23934.716797 Penalty: 560.669861
	Iteration 13Q: 3 clusters Score -23934.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23939.269531 Penalty: 560.669861
	Iteration 14Q: 3 clusters Score -23939.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23939.865234 Penalty: 560.669861
	Iteration 15Q: 3 clusters Score -23939.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23941.322266 Penalty: 560.669861
	Iteration 16Q: 3 clusters Score -23941.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23942.757812 Penalty: 560.669861
	Iteration 17Q: 3 clusters Score -23942.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23944.900391 Penalty: 560.669861
	Iteration 18Q: 3 clusters Score -23944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23945.085938 Penalty: 560.669861
	Iteration 19Q: 3 clusters Score -23945.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23945.085938 Penalty: 560.669861
	Iteration 20F: 3 clusters Score -23945.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -6293.906250 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -6293.906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6049.306641 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -6049.307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6120.645508 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -6120.646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6139.518555 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -6139.519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6142.312500 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -6142.312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6144.278320 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -6144.278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6149.395996 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -6149.396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6149.395996 Penalty: 457.769867
	Iteration 6F: 3 clusters Score -6149.396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 5109 members 
Mstep: Class 7 contains 1964 members 
Mstep: Class 8 contains 81422 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 39134 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 51176 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1348 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 23988 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306865 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460152.000000 Penalty: 20404.894531
Iteration 199Q: 35 clusters Score -2.746015e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 5047 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 81199 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 39446 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 51112 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1347 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24019 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306885 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460158.000000 Penalty: 20404.894531
Iteration 200F: 35 clusters Score -2.746016e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4991 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 81014 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 39756 members 
Mstep: Class 13 contains 4557 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 51049 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1348 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24044 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306870 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460146.000000 Penalty: 20404.894531
Iteration 201Q: 35 clusters Score -2.746015e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4952 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 8 contains 80826 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 40075 members 
Mstep: Class 13 contains 4551 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 50988 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1343 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24069 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306833 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460152.000000 Penalty: 20404.894531
Iteration 202Q: 35 clusters Score -2.746015e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4889 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 80655 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 40375 members 
Mstep: Class 13 contains 4549 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 50921 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 431 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24104 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306806 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460226.000000 Penalty: 20404.894531
Iteration 203Q: 35 clusters Score -2.746023e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4828 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 80476 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 40653 members 
Mstep: Class 13 contains 4548 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 50841 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 431 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24129 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306826 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460386.000000 Penalty: 20404.894531
Iteration 204Q: 35 clusters Score -2.746039e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4764 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 80283 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3693 members 
Mstep: Class 12 contains 40920 members 
Mstep: Class 13 contains 4547 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 50773 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1074 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24159 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306854 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460362.000000 Penalty: 20404.894531
Iteration 205Q: 35 clusters Score -2.746036e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4717 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 80079 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3697 members 
Mstep: Class 12 contains 41194 members 
Mstep: Class 13 contains 4545 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 50721 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1074 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24186 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306856 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460404.000000 Penalty: 20404.894531
Iteration 206Q: 35 clusters Score -2.74604e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4671 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 79889 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 41464 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 50661 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1070 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24204 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306870 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460396.000000 Penalty: 20404.894531
Iteration 207Q: 35 clusters Score -2.74604e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4616 members 
Mstep: Class 7 contains 1950 members 
Mstep: Class 8 contains 79690 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3692 members 
Mstep: Class 12 contains 41733 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 50621 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1067 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24230 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306880 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460442.000000 Penalty: 20404.894531
Iteration 208Q: 35 clusters Score -2.746044e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4550 members 
Mstep: Class 7 contains 1950 members 
Mstep: Class 8 contains 79501 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3692 members 
Mstep: Class 12 contains 41979 members 
Mstep: Class 13 contains 4541 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 50566 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1066 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24248 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306935 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460480.000000 Penalty: 20404.894531
Iteration 209Q: 35 clusters Score -2.746048e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 79302 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 42231 members 
Mstep: Class 13 contains 4541 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 50500 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1066 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 431 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24267 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 306997 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460474.000000 Penalty: 20404.894531
Iteration 210Q: 35 clusters Score -2.746047e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4437 members 
Mstep: Class 7 contains 1942 members 
Mstep: Class 8 contains 79083 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 42489 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 50448 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 431 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24291 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307052 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460530.000000 Penalty: 20404.894531
Iteration 211Q: 35 clusters Score -2.746053e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 462 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 8 contains 78879 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 42731 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 50399 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 430 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24321 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307102 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460674.000000 Penalty: 20404.894531
Iteration 212Q: 35 clusters Score -2.746067e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4321 members 
Mstep: Class 7 contains 1935 members 
Mstep: Class 8 contains 78679 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 3684 members 
Mstep: Class 12 contains 42955 members 
Mstep: Class 13 contains 4544 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 50362 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 430 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24336 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307165 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460672.000000 Penalty: 20404.894531
Iteration 213Q: 35 clusters Score -2.746067e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4271 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 78479 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 43155 members 
Mstep: Class 13 contains 4543 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 50318 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24348 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307254 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460680.000000 Penalty: 20404.894531
Iteration 214Q: 35 clusters Score -2.746068e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4230 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 78287 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 43355 members 
Mstep: Class 13 contains 4543 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 50280 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 428 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24357 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307320 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460654.000000 Penalty: 20404.894531
Iteration 215Q: 35 clusters Score -2.746065e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4194 members 
Mstep: Class 7 contains 1925 members 
Mstep: Class 8 contains 78078 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 43564 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 50237 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1064 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 428 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24383 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307380 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460648.000000 Penalty: 20404.894531
Iteration 216Q: 35 clusters Score -2.746065e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 1925 members 
Mstep: Class 8 contains 77871 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 43769 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 50203 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1306 members 
Mstep: Class 22 contains 428 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24406 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307420 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460760.000000 Penalty: 20404.894531
Iteration 217Q: 35 clusters Score -2.746076e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4150 members 
Mstep: Class 7 contains 1925 members 
Mstep: Class 8 contains 77666 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 43978 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 50165 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1303 members 
Mstep: Class 22 contains 428 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24433 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307458 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460758.000000 Penalty: 20404.894531
Iteration 218Q: 35 clusters Score -2.746076e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 77493 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 44164 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 50132 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1064 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 428 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24451 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307489 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460808.000000 Penalty: 20404.894531
Iteration 219Q: 35 clusters Score -2.746081e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 77285 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3684 members 
Mstep: Class 12 contains 44351 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 50101 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 428 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24464 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307550 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460834.000000 Penalty: 20404.894531
Iteration 220F: 35 clusters Score -2.746083e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4087 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 77085 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3678 members 
Mstep: Class 12 contains 44534 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 50068 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24475 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307616 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460846.000000 Penalty: 20404.894531
Iteration 221Q: 35 clusters Score -2.746085e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4072 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 76886 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3673 members 
Mstep: Class 12 contains 44702 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 50034 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1295 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24494 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307681 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
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Score: -27460850.000000 Penalty: 20404.894531
Iteration 222Q: 35 clusters Score -2.746085e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4055 members 
Mstep: Class 7 contains 1925 members 
Mstep: Class 8 contains 76702 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3675 members 
Mstep: Class 12 contains 44851 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49989 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1292 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24519 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307758 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
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Iteration 223Q: 35 clusters Score -2.74608e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4038 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 76509 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3674 members 
Mstep: Class 12 contains 44991 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49952 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24548 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307842 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
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Iteration 224Q: 35 clusters Score -2.746074e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4019 members 
Mstep: Class 7 contains 1925 members 
Mstep: Class 8 contains 76341 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3676 members 
Mstep: Class 12 contains 45147 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49920 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1064 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24565 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307888 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
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Iteration 225Q: 35 clusters Score -2.746071e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 76182 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3675 members 
Mstep: Class 12 contains 45314 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49885 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24581 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307912 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460698.000000 Penalty: 20404.894531
Iteration 226Q: 35 clusters Score -2.74607e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 76059 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3675 members 
Mstep: Class 12 contains 45480 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49853 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1064 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24597 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307909 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460754.000000 Penalty: 20404.894531
Iteration 227Q: 35 clusters Score -2.746075e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 75954 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3677 members 
Mstep: Class 12 contains 45626 members 
Mstep: Class 13 contains 4541 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49816 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1064 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24606 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307913 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460720.000000 Penalty: 20404.894531
Iteration 228Q: 35 clusters Score -2.746072e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3937 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 75855 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3678 members 
Mstep: Class 12 contains 45749 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49785 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24612 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307932 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460764.000000 Penalty: 20404.894531
Iteration 229Q: 35 clusters Score -2.746076e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 75762 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3681 members 
Mstep: Class 12 contains 45874 members 
Mstep: Class 13 contains 4541 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49763 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 428 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24622 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307928 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460768.000000 Penalty: 20404.894531
Iteration 230Q: 35 clusters Score -2.746077e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3900 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 75685 members 
Mstep: Class 9 contains 3943 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3682 members 
Mstep: Class 12 contains 45982 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49743 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 428 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24628 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307939 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460764.000000 Penalty: 20404.894531
Iteration 231Q: 35 clusters Score -2.746076e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3880 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 75611 members 
Mstep: Class 9 contains 3943 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 46090 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49723 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1282 members 
Mstep: Class 22 contains 427 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24633 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307946 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460732.000000 Penalty: 20404.894531
Iteration 232Q: 35 clusters Score -2.746073e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3858 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 75532 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 46182 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49709 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1282 members 
Mstep: Class 22 contains 426 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24636 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307965 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460732.000000 Penalty: 20404.894531
Iteration 233Q: 35 clusters Score -2.746073e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 75454 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3693 members 
Mstep: Class 12 contains 46280 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49696 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24646 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307964 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460742.000000 Penalty: 20404.894531
Iteration 234Q: 35 clusters Score -2.746074e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 75387 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3695 members 
Mstep: Class 12 contains 46389 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49678 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24655 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307950 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460820.000000 Penalty: 20404.894531
Iteration 235Q: 35 clusters Score -2.746082e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 75319 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 46493 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49661 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24653 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307952 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460842.000000 Penalty: 20404.894531
Iteration 236Q: 35 clusters Score -2.746084e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3796 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 75233 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 46598 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49647 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24652 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307959 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460852.000000 Penalty: 20404.894531
Iteration 237Q: 35 clusters Score -2.746085e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 75156 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3695 members 
Mstep: Class 12 contains 46700 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49625 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24653 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307970 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460884.000000 Penalty: 20404.894531
Iteration 238Q: 35 clusters Score -2.746088e+07 nChanged 260
Entering ConstructFrom: 
Score: -27460884.000000 Penalty: 20404.894531
Entering ConstructFrom: 
Trying to split cluster 1 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -12098.119141 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -12098.12 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 129 members 
Entering Unmasked Estep 
Score: -11761.337891 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -11761.34 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11829.075195 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -11829.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11857.935547 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -11857.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11867.368164 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -11867.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11868.475586 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -11868.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11868.475586 Penalty: 506.719360
	Iteration 5F: 3 clusters Score -11868.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -12188.597656 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -12188.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11857.661133 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11857.66 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11931.395508 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -11931.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11960.408203 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -11960.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11974.230469 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -11974.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11983.422852 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -11983.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11987.364258 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -11987.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11989.674805 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -11989.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11991.394531 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -11991.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11993.206055 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -11993.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11993.472656 Penalty: 502.088196
	Iteration 9Q: 3 clusters Score -11993.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11993.472656 Penalty: 502.088196
	Iteration 10F: 3 clusters Score -11993.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -23894.369141 Penalty: 278.970795
	Iteration 0F: 2 clusters Score -23894.37 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 231 members 
Entering Unmasked Estep 
Score: -23429.150391 Penalty: 557.941589
	Iteration 0F: 3 clusters Score -23429.15 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23545.283203 Penalty: 557.941589
	Iteration 1F: 3 clusters Score -23545.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23579.724609 Penalty: 557.941589
	Iteration 2F: 3 clusters Score -23579.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23694.378906 Penalty: 557.941589
	Iteration 3F: 3 clusters Score -23694.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23756.316406 Penalty: 557.941589
	Iteration 4F: 3 clusters Score -23756.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23792.140625 Penalty: 557.941589
	Iteration 5F: 3 clusters Score -23792.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23822.154297 Penalty: 557.941589
	Iteration 6Q: 3 clusters Score -23822.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23853.162109 Penalty: 557.941589
	Iteration 7F: 3 clusters Score -23853.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23871.759766 Penalty: 557.941589
	Iteration 8Q: 3 clusters Score -23871.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23888.169922 Penalty: 557.941589
	Iteration 9Q: 3 clusters Score -23888.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23892.533203 Penalty: 557.941589
	Iteration 10Q: 3 clusters Score -23892.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23901.927734 Penalty: 557.941589
	Iteration 11Q: 3 clusters Score -23901.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23917.554688 Penalty: 557.941589
	Iteration 12Q: 3 clusters Score -23917.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23920.105469 Penalty: 557.941589
	Iteration 13Q: 3 clusters Score -23920.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23925.548828 Penalty: 557.941589
	Iteration 14Q: 3 clusters Score -23925.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23928.142578 Penalty: 557.941589
	Iteration 15Q: 3 clusters Score -23928.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23934.501953 Penalty: 557.941589
	Iteration 16Q: 3 clusters Score -23934.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23934.501953 Penalty: 557.941589
	Iteration 17F: 3 clusters Score -23934.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 343 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3772 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 75078 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 46819 members 
Mstep: Class 13 contains 4534 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49605 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24653 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307958 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 152 members 
Mstep: Class 35 contains 117 members 
Entering Unmasked Estep 
Score: -27460688.000000 Penalty: 21005.037109
Splitting cluster 3 changes total score from -27460884.000000 to -27460688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -44421.687500 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -44421.69 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 478 members 
Entering Unmasked Estep 
Score: -43607.351562 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -43607.35 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -43920.238281 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -43920.24 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -44048.453125 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -44048.45 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -44147.718750 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -44147.72 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44220.695312 Penalty: 628.058105
	Iteration 4F: 3 clusters Score -44220.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44283.953125 Penalty: 628.058105
	Iteration 5Q: 3 clusters Score -44283.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44332.878906 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -44332.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44370.226562 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -44370.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44392.332031 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -44392.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44402.250000 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -44402.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44408.648438 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -44408.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44412.054688 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -44412.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44416.105469 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -44416.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44417.347656 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -44417.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44417.855469 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -44417.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44418.007812 Penalty: 628.058105
	Iteration 15Q: 3 clusters Score -44418.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44418.570312 Penalty: 628.058105
	Iteration 16F: 3 clusters Score -44418.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44420.347656 Penalty: 628.058105
	Iteration 17Q: 3 clusters Score -44420.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44420.347656 Penalty: 628.058105
	Iteration 18F: 3 clusters Score -44420.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7181.854492 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7181.854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6938.268555 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -6938.269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6995.064941 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -6995.065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7014.793945 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -7014.794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7022.717285 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -7022.717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7025.263672 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -7025.264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7026.293945 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -7026.294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7027.849121 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -7027.849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7027.849121 Penalty: 468.949554
	Iteration 7F: 3 clusters Score -7027.849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Entering Unmasked Estep 
Score: -211201.843750 Penalty: 374.708923
	Iteration 0F: 2 clusters Score -211201.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -208681.515625 Penalty: 749.417847
	Iteration 0F: 3 clusters Score -208681.5 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -209809.390625 Penalty: 749.417847
	Iteration 1F: 3 clusters Score -209809.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -210198.359375 Penalty: 749.417847
	Iteration 2F: 3 clusters Score -210198.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -210588.734375 Penalty: 749.417847
	Iteration 3F: 3 clusters Score -210588.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -210834.750000 Penalty: 749.417847
	Iteration 4F: 3 clusters Score -210834.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -210930.640625 Penalty: 749.417847
	Iteration 5Q: 3 clusters Score -210930.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -210963.156250 Penalty: 749.417847
	Iteration 6Q: 3 clusters Score -210963.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -210976.546875 Penalty: 749.417847
	Iteration 7Q: 3 clusters Score -210976.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -210981.125000 Penalty: 749.417847
	Iteration 8Q: 3 clusters Score -210981.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -210982.406250 Penalty: 749.417847
	Iteration 9Q: 3 clusters Score -210982.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -210983.718750 Penalty: 749.417847
	Iteration 10Q: 3 clusters Score -210983.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -210986.453125 Penalty: 749.417847
	Iteration 11Q: 3 clusters Score -210986.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -210990.218750 Penalty: 749.417847
	Iteration 12Q: 3 clusters Score -210990.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -210992.671875 Penalty: 749.417847
	Iteration 13Q: 3 clusters Score -210992.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -210997.000000 Penalty: 749.417847
	Iteration 14Q: 3 clusters Score -210997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -210999.468750 Penalty: 749.417847
	Iteration 15Q: 3 clusters Score -210999.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -211001.437500 Penalty: 749.417847
	Iteration 16Q: 3 clusters Score -211001.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -211003.484375 Penalty: 749.417847
	Iteration 17Q: 3 clusters Score -211003.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -211003.984375 Penalty: 749.417847
	Iteration 18Q: 3 clusters Score -211004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -211004.593750 Penalty: 749.417847
	Iteration 19Q: 3 clusters Score -211004.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -211005.453125 Penalty: 749.417847
	Iteration 20F: 3 clusters Score -211005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -211005.671875 Penalty: 749.417847
	Iteration 21Q: 3 clusters Score -211005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -211005.921875 Penalty: 749.417847
	Iteration 22Q: 3 clusters Score -211005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -211006.265625 Penalty: 749.417847
	Iteration 23Q: 3 clusters Score -211006.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -211006.265625 Penalty: 749.417847
	Iteration 24F: 3 clusters Score -211006.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -105547.593750 Penalty: 343.936249
	Iteration 0F: 2 clusters Score -105547.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -104172.101562 Penalty: 687.872498
	Iteration 0F: 3 clusters Score -104172.1 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -104700.164062 Penalty: 687.872498
	Iteration 1F: 3 clusters Score -104700.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -104822.242188 Penalty: 687.872498
	Iteration 2F: 3 clusters Score -104822.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -104893.328125 Penalty: 687.872498
	Iteration 3F: 3 clusters Score -104893.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -104952.804688 Penalty: 687.872498
	Iteration 4F: 3 clusters Score -104952.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -104997.429688 Penalty: 687.872498
	Iteration 5Q: 3 clusters Score -104997.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -105039.453125 Penalty: 687.872498
	Iteration 6Q: 3 clusters Score -105039.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -105087.070312 Penalty: 687.872498
	Iteration 7Q: 3 clusters Score -105087.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -105142.218750 Penalty: 687.872498
	Iteration 8Q: 3 clusters Score -105142.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -105193.882812 Penalty: 687.872498
	Iteration 9Q: 3 clusters Score -105193.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -105239.945312 Penalty: 687.872498
	Iteration 10Q: 3 clusters Score -105239.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -105271.781250 Penalty: 687.872498
	Iteration 11Q: 3 clusters Score -105271.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -105299.484375 Penalty: 687.872498
	Iteration 12Q: 3 clusters Score -105299.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -105317.929688 Penalty: 687.872498
	Iteration 13Q: 3 clusters Score -105317.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -105334.093750 Penalty: 687.872498
	Iteration 14Q: 3 clusters Score -105334.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -105345.656250 Penalty: 687.872498
	Iteration 15Q: 3 clusters Score -105345.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -105356.312500 Penalty: 687.872498
	Iteration 16Q: 3 clusters Score -105356.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -105362.382812 Penalty: 687.872498
	Iteration 17Q: 3 clusters Score -105362.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -105368.031250 Penalty: 687.872498
	Iteration 18Q: 3 clusters Score -105368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -105371.875000 Penalty: 687.872498
	Iteration 19Q: 3 clusters Score -105371.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -105373.734375 Penalty: 687.872498
	Iteration 20F: 3 clusters Score -105373.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -105374.726562 Penalty: 687.872498
	Iteration 21Q: 3 clusters Score -105374.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -105375.593750 Penalty: 687.872498
	Iteration 22Q: 3 clusters Score -105375.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -105376.695312 Penalty: 687.872498
	Iteration 23Q: 3 clusters Score -105376.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -105377.820312 Penalty: 687.872498
	Iteration 24Q: 3 clusters Score -105377.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -105378.320312 Penalty: 687.872498
	Iteration 25Q: 3 clusters Score -105378.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -105379.460938 Penalty: 687.872498
	Iteration 26Q: 3 clusters Score -105379.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -105380.062500 Penalty: 687.872498
	Iteration 27Q: 3 clusters Score -105380.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -105380.820312 Penalty: 687.872498
	Iteration 28Q: 3 clusters Score -105380.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -105381.750000 Penalty: 687.872498
	Iteration 29Q: 3 clusters Score -105381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -105382.093750 Penalty: 687.872498
	Iteration 30Q: 3 clusters Score -105382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -105382.617188 Penalty: 687.872498
	Iteration 31Q: 3 clusters Score -105382.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -105383.078125 Penalty: 687.872498
	Iteration 32Q: 3 clusters Score -105383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -105383.351562 Penalty: 687.872498
	Iteration 33Q: 3 clusters Score -105383.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -105383.445312 Penalty: 687.872498
	Iteration 34Q: 3 clusters Score -105383.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -105383.835938 Penalty: 687.872498
	Iteration 35Q: 3 clusters Score -105383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -105383.835938 Penalty: 687.872498
	Iteration 36F: 3 clusters Score -105383.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (75078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75078 members 
Entering Unmasked Estep 
Score: -4101553.000000 Penalty: 510.795868
	Iteration 0F: 2 clusters Score -4101553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -4050745.000000 Penalty: 1021.591736
	Iteration 0F: 3 clusters Score -4050745 nChanged 36654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -4072905.500000 Penalty: 1021.591736
	Iteration 1F: 3 clusters Score -4072906 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -4074131.500000 Penalty: 1021.591736
	Iteration 2Q: 3 clusters Score -4074132 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4075998.500000 Penalty: 1021.591736
	Iteration 3F: 3 clusters Score -4075998 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -4079181.750000 Penalty: 1021.591736
	Iteration 4F: 3 clusters Score -4079182 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -4083571.500000 Penalty: 1021.591736
	Iteration 5F: 3 clusters Score -4083572 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -4087365.000000 Penalty: 1021.591736
	Iteration 6F: 3 clusters Score -4087365 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4089523.500000 Penalty: 1021.591736
	Iteration 7Q: 3 clusters Score -4089524 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -4090513.500000 Penalty: 1021.591736
	Iteration 8Q: 3 clusters Score -4090514 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -4091186.250000 Penalty: 1021.591736
	Iteration 9Q: 3 clusters Score -4091186 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -4091913.000000 Penalty: 1021.591736
	Iteration 10Q: 3 clusters Score -4091913 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -4092726.250000 Penalty: 1021.591736
	Iteration 11Q: 3 clusters Score -4092726 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -4093638.750000 Penalty: 1021.591736
	Iteration 12Q: 3 clusters Score -4093639 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -4094636.750000 Penalty: 1021.591736
	Iteration 13Q: 3 clusters Score -4094637 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -4095654.000000 Penalty: 1021.591736
	Iteration 14Q: 3 clusters Score -4095654 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -4096597.500000 Penalty: 1021.591736
	Iteration 15Q: 3 clusters Score -4096598 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68901 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -4097417.500000 Penalty: 1021.591736
	Iteration 16Q: 3 clusters Score -4097418 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -4098142.250000 Penalty: 1021.591736
	Iteration 17Q: 3 clusters Score -4098142 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -4098818.500000 Penalty: 1021.591736
	Iteration 18Q: 3 clusters Score -4098818 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71938 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -4099371.750000 Penalty: 1021.591736
	Iteration 19Q: 3 clusters Score -4099372 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4099836.500000 Penalty: 1021.591736
	Iteration 20F: 3 clusters Score -4099836 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4100210.250000 Penalty: 1021.591736
	Iteration 21Q: 3 clusters Score -4100210 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73624 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4100475.000000 Penalty: 1021.591736
	Iteration 22Q: 3 clusters Score -4100475 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73924 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4100633.500000 Penalty: 1021.591736
	Iteration 23Q: 3 clusters Score -4100634 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74175 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4100802.750000 Penalty: 1021.591736
	Iteration 24Q: 3 clusters Score -4100803 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74350 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4100903.000000 Penalty: 1021.591736
	Iteration 25Q: 3 clusters Score -4100903 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74472 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4100993.000000 Penalty: 1021.591736
	Iteration 26Q: 3 clusters Score -4100993 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4101040.250000 Penalty: 1021.591736
	Iteration 27Q: 3 clusters Score -4101040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4101084.250000 Penalty: 1021.591736
	Iteration 28Q: 3 clusters Score -4101084 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74654 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4101116.000000 Penalty: 1021.591736
	Iteration 29Q: 3 clusters Score -4101116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74691 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4101132.500000 Penalty: 1021.591736
	Iteration 30Q: 3 clusters Score -4101132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4101142.500000 Penalty: 1021.591736
	Iteration 31Q: 3 clusters Score -4101142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74731 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4101146.000000 Penalty: 1021.591736
	Iteration 32Q: 3 clusters Score -4101146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4101154.250000 Penalty: 1021.591736
	Iteration 33Q: 3 clusters Score -4101154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74746 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4101159.500000 Penalty: 1021.591736
	Iteration 34Q: 3 clusters Score -4101160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4101161.250000 Penalty: 1021.591736
	Iteration 35Q: 3 clusters Score -4101161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4101166.250000 Penalty: 1021.591736
	Iteration 36Q: 3 clusters Score -4101166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4101166.000000 Penalty: 1021.591736
	Iteration 37Q: 3 clusters Score -4101166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4101170.500000 Penalty: 1021.591736
	Iteration 38Q: 3 clusters Score -4101170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4101175.250000 Penalty: 1021.591736
	Iteration 39Q: 3 clusters Score -4101175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4101175.750000 Penalty: 1021.591736
	Iteration 40F: 3 clusters Score -4101176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4101180.250000 Penalty: 1021.591736
	Iteration 41Q: 3 clusters Score -4101180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4101186.500000 Penalty: 1021.591736
	Iteration 42Q: 3 clusters Score -4101186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4101185.750000 Penalty: 1021.591736
	Iteration 43Q: 3 clusters Score -4101186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4101188.000000 Penalty: 1021.591736
	Iteration 44Q: 3 clusters Score -4101188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4101186.000000 Penalty: 1021.591736
	Iteration 45Q: 3 clusters Score -4101186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4101189.500000 Penalty: 1021.591736
	Iteration 46Q: 3 clusters Score -4101190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4101193.000000 Penalty: 1021.591736
	Iteration 47Q: 3 clusters Score -4101193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4101193.250000 Penalty: 1021.591736
	Iteration 48Q: 3 clusters Score -4101193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4101194.250000 Penalty: 1021.591736
	Iteration 49Q: 3 clusters Score -4101194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4101194.500000 Penalty: 1021.591736
	Iteration 50Q: 3 clusters Score -4101194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4101195.750000 Penalty: 1021.591736
	Iteration 51Q: 3 clusters Score -4101196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4101195.250000 Penalty: 1021.591736
	Iteration 52Q: 3 clusters Score -4101195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4101198.000000 Penalty: 1021.591736
	Iteration 53Q: 3 clusters Score -4101198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4101196.750000 Penalty: 1021.591736
	Iteration 54Q: 3 clusters Score -4101197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4101196.750000 Penalty: 1021.591736
	Iteration 55F: 3 clusters Score -4101197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -199270.218750 Penalty: 376.737762
	Iteration 0F: 2 clusters Score -199270.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -196544.500000 Penalty: 753.475525
	Iteration 0F: 3 clusters Score -196544.5 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -197548.984375 Penalty: 753.475525
	Iteration 1F: 3 clusters Score -197549 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -197755.359375 Penalty: 753.475525
	Iteration 2F: 3 clusters Score -197755.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -198010.484375 Penalty: 753.475525
	Iteration 3F: 3 clusters Score -198010.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -198300.390625 Penalty: 753.475525
	Iteration 4F: 3 clusters Score -198300.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -198566.750000 Penalty: 753.475525
	Iteration 5F: 3 clusters Score -198566.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -198793.921875 Penalty: 753.475525
	Iteration 6F: 3 clusters Score -198793.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -198965.812500 Penalty: 753.475525
	Iteration 7Q: 3 clusters Score -198965.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -199085.984375 Penalty: 753.475525
	Iteration 8Q: 3 clusters Score -199086 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -199188.812500 Penalty: 753.475525
	Iteration 9Q: 3 clusters Score -199188.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -199252.046875 Penalty: 753.475525
	Iteration 10Q: 3 clusters Score -199252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -199282.171875 Penalty: 753.475525
	Iteration 11Q: 3 clusters Score -199282.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -199291.375000 Penalty: 753.475525
	Iteration 12Q: 3 clusters Score -199291.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -199298.234375 Penalty: 753.475525
	Iteration 13Q: 3 clusters Score -199298.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -199301.187500 Penalty: 753.475525
	Iteration 14Q: 3 clusters Score -199301.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -199301.968750 Penalty: 753.475525
	Iteration 15Q: 3 clusters Score -199302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -199303.656250 Penalty: 753.475525
	Iteration 16Q: 3 clusters Score -199303.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -199304.328125 Penalty: 753.475525
	Iteration 17Q: 3 clusters Score -199304.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -199305.890625 Penalty: 753.475525
	Iteration 18Q: 3 clusters Score -199305.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -199306.609375 Penalty: 753.475525
	Iteration 19Q: 3 clusters Score -199306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -199307.515625 Penalty: 753.475525
	Iteration 20F: 3 clusters Score -199307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -199308.093750 Penalty: 753.475525
	Iteration 21Q: 3 clusters Score -199308.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -199308.578125 Penalty: 753.475525
	Iteration 22Q: 3 clusters Score -199308.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -199308.703125 Penalty: 753.475525
	Iteration 23Q: 3 clusters Score -199308.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -199310.718750 Penalty: 753.475525
	Iteration 24Q: 3 clusters Score -199310.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -199311.234375 Penalty: 753.475525
	Iteration 25Q: 3 clusters Score -199311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -199312.140625 Penalty: 753.475525
	Iteration 26Q: 3 clusters Score -199312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -199312.140625 Penalty: 753.475525
	Iteration 27F: 3 clusters Score -199312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3772 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 75078 members 
Mstep: Class 9 contains 223 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 46819 members 
Mstep: Class 13 contains 4534 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49605 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24653 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307958 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 152 members 
Mstep: Class 35 contains 3721 members 
Entering Unmasked Estep 
Score: -27460752.000000 Penalty: 21005.037109
Splitting cluster 9 changes total score from -27460884.000000 to -27460752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -8858.639648 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -8858.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8585.261719 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -8585.262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8634.714844 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -8634.715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8643.171875 Penalty: 477.956909
	Iteration 2Q: 3 clusters Score -8643.172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8654.310547 Penalty: 477.956909
	Iteration 3Q: 3 clusters Score -8654.311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8659.706055 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -8659.706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8663.484375 Penalty: 477.956909
	Iteration 5Q: 3 clusters Score -8663.484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8664.001953 Penalty: 477.956909
	Iteration 6Q: 3 clusters Score -8664.002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8664.427734 Penalty: 477.956909
	Iteration 7Q: 3 clusters Score -8664.428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8664.818359 Penalty: 477.956909
	Iteration 8Q: 3 clusters Score -8664.818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8664.818359 Penalty: 477.956909
	Iteration 9F: 3 clusters Score -8664.818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Entering Unmasked Estep 
Score: -194903.937500 Penalty: 373.782806
	Iteration 0F: 2 clusters Score -194903.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -192370.093750 Penalty: 747.565613
	Iteration 0F: 3 clusters Score -192370.1 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -193327.140625 Penalty: 747.565613
	Iteration 1F: 3 clusters Score -193327.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -193466.156250 Penalty: 747.565613
	Iteration 2F: 3 clusters Score -193466.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -193588.031250 Penalty: 747.565613
	Iteration 3F: 3 clusters Score -193588 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -193720.015625 Penalty: 747.565613
	Iteration 4F: 3 clusters Score -193720 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -193867.015625 Penalty: 747.565613
	Iteration 5F: 3 clusters Score -193867 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -193995.984375 Penalty: 747.565613
	Iteration 6Q: 3 clusters Score -193996 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -194107.015625 Penalty: 747.565613
	Iteration 7Q: 3 clusters Score -194107 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -194180.890625 Penalty: 747.565613
	Iteration 8Q: 3 clusters Score -194180.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -194235.156250 Penalty: 747.565613
	Iteration 9Q: 3 clusters Score -194235.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -194279.062500 Penalty: 747.565613
	Iteration 10Q: 3 clusters Score -194279.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -194316.640625 Penalty: 747.565613
	Iteration 11Q: 3 clusters Score -194316.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -194359.031250 Penalty: 747.565613
	Iteration 12Q: 3 clusters Score -194359 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -194405.187500 Penalty: 747.565613
	Iteration 13Q: 3 clusters Score -194405.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -194460.531250 Penalty: 747.565613
	Iteration 14Q: 3 clusters Score -194460.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -194503.312500 Penalty: 747.565613
	Iteration 15Q: 3 clusters Score -194503.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -194526.421875 Penalty: 747.565613
	Iteration 16Q: 3 clusters Score -194526.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -194542.203125 Penalty: 747.565613
	Iteration 17Q: 3 clusters Score -194542.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -194558.484375 Penalty: 747.565613
	Iteration 18Q: 3 clusters Score -194558.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -194568.140625 Penalty: 747.565613
	Iteration 19Q: 3 clusters Score -194568.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -194572.218750 Penalty: 747.565613
	Iteration 20F: 3 clusters Score -194572.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -194577.046875 Penalty: 747.565613
	Iteration 21Q: 3 clusters Score -194577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -194580.687500 Penalty: 747.565613
	Iteration 22Q: 3 clusters Score -194580.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -194583.421875 Penalty: 747.565613
	Iteration 23Q: 3 clusters Score -194583.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -194584.437500 Penalty: 747.565613
	Iteration 24Q: 3 clusters Score -194584.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -194584.203125 Penalty: 747.565613
	Iteration 25Q: 3 clusters Score -194584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -194584.125000 Penalty: 747.565613
	Iteration 26Q: 3 clusters Score -194584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -194585.062500 Penalty: 747.565613
	Iteration 27Q: 3 clusters Score -194585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -194587.375000 Penalty: 747.565613
	Iteration 28Q: 3 clusters Score -194587.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -194594.062500 Penalty: 747.565613
	Iteration 29Q: 3 clusters Score -194594.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -194599.687500 Penalty: 747.565613
	Iteration 30Q: 3 clusters Score -194599.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -194606.031250 Penalty: 747.565613
	Iteration 31Q: 3 clusters Score -194606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -194614.000000 Penalty: 747.565613
	Iteration 32Q: 3 clusters Score -194614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -194619.421875 Penalty: 747.565613
	Iteration 33Q: 3 clusters Score -194619.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -194621.062500 Penalty: 747.565613
	Iteration 34Q: 3 clusters Score -194621.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -194623.109375 Penalty: 747.565613
	Iteration 35Q: 3 clusters Score -194623.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -194624.609375 Penalty: 747.565613
	Iteration 36Q: 3 clusters Score -194624.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -194624.671875 Penalty: 747.565613
	Iteration 37Q: 3 clusters Score -194624.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -194624.671875 Penalty: 747.565613
	Iteration 38F: 3 clusters Score -194624.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Entering Unmasked Estep 
Score: -2585167.000000 Penalty: 489.309021
	Iteration 0F: 2 clusters Score -2585167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2553747.250000 Penalty: 978.618042
	Iteration 0F: 3 clusters Score -2553747 nChanged 22601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -2567689.250000 Penalty: 978.618042
	Iteration 1F: 3 clusters Score -2567689 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -2569087.500000 Penalty: 978.618042
	Iteration 2F: 3 clusters Score -2569088 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -2571663.000000 Penalty: 978.618042
	Iteration 3F: 3 clusters Score -2571663 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -2575582.000000 Penalty: 978.618042
	Iteration 4F: 3 clusters Score -2575582 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -2579694.250000 Penalty: 978.618042
	Iteration 5F: 3 clusters Score -2579694 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -2582412.750000 Penalty: 978.618042
	Iteration 6F: 3 clusters Score -2582413 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -2583611.250000 Penalty: 978.618042
	Iteration 7Q: 3 clusters Score -2583611 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -2584108.750000 Penalty: 978.618042
	Iteration 8Q: 3 clusters Score -2584109 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -2584361.250000 Penalty: 978.618042
	Iteration 9Q: 3 clusters Score -2584361 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -2584523.750000 Penalty: 978.618042
	Iteration 10Q: 3 clusters Score -2584524 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -2584597.750000 Penalty: 978.618042
	Iteration 11Q: 3 clusters Score -2584598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -2584633.000000 Penalty: 978.618042
	Iteration 12Q: 3 clusters Score -2584633 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -2584669.000000 Penalty: 978.618042
	Iteration 13Q: 3 clusters Score -2584669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -2584699.250000 Penalty: 978.618042
	Iteration 14Q: 3 clusters Score -2584699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -2584718.000000 Penalty: 978.618042
	Iteration 15Q: 3 clusters Score -2584718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -2584726.500000 Penalty: 978.618042
	Iteration 16Q: 3 clusters Score -2584726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -2584730.250000 Penalty: 978.618042
	Iteration 17Q: 3 clusters Score -2584730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -2584734.500000 Penalty: 978.618042
	Iteration 18Q: 3 clusters Score -2584734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -2584739.000000 Penalty: 978.618042
	Iteration 19Q: 3 clusters Score -2584739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -2584739.500000 Penalty: 978.618042
	Iteration 20F: 3 clusters Score -2584740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -2584741.750000 Penalty: 978.618042
	Iteration 21Q: 3 clusters Score -2584742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -2584745.000000 Penalty: 978.618042
	Iteration 22Q: 3 clusters Score -2584745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -2584748.500000 Penalty: 978.618042
	Iteration 23Q: 3 clusters Score -2584748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -2584751.000000 Penalty: 978.618042
	Iteration 24Q: 3 clusters Score -2584751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -2584750.250000 Penalty: 978.618042
	Iteration 25Q: 3 clusters Score -2584750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -2584750.500000 Penalty: 978.618042
	Iteration 26Q: 3 clusters Score -2584750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -2584750.500000 Penalty: 978.618042
	Iteration 27Q: 3 clusters Score -2584750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -2584751.500000 Penalty: 978.618042
	Iteration 28Q: 3 clusters Score -2584752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -2584752.000000 Penalty: 978.618042
	Iteration 29Q: 3 clusters Score -2584752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -2584753.250000 Penalty: 978.618042
	Iteration 30Q: 3 clusters Score -2584753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -2584753.250000 Penalty: 978.618042
	Iteration 31F: 3 clusters Score -2584753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Entering Unmasked Estep 
Score: -222543.984375 Penalty: 383.080902
	Iteration 0F: 2 clusters Score -222544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -219484.562500 Penalty: 766.161804
	Iteration 0F: 3 clusters Score -219484.6 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -220821.578125 Penalty: 766.161804
	Iteration 1F: 3 clusters Score -220821.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -221067.640625 Penalty: 766.161804
	Iteration 2F: 3 clusters Score -221067.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -221303.890625 Penalty: 766.161804
	Iteration 3F: 3 clusters Score -221303.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -221503.218750 Penalty: 766.161804
	Iteration 4F: 3 clusters Score -221503.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -221656.859375 Penalty: 766.161804
	Iteration 5Q: 3 clusters Score -221656.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -221761.437500 Penalty: 766.161804
	Iteration 6Q: 3 clusters Score -221761.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -221839.015625 Penalty: 766.161804
	Iteration 7Q: 3 clusters Score -221839 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -221895.437500 Penalty: 766.161804
	Iteration 8Q: 3 clusters Score -221895.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -221933.078125 Penalty: 766.161804
	Iteration 9Q: 3 clusters Score -221933.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -221987.343750 Penalty: 766.161804
	Iteration 10Q: 3 clusters Score -221987.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -222053.562500 Penalty: 766.161804
	Iteration 11Q: 3 clusters Score -222053.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -222122.687500 Penalty: 766.161804
	Iteration 12Q: 3 clusters Score -222122.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -222153.093750 Penalty: 766.161804
	Iteration 13Q: 3 clusters Score -222153.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -222172.046875 Penalty: 766.161804
	Iteration 14Q: 3 clusters Score -222172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -222185.937500 Penalty: 766.161804
	Iteration 15Q: 3 clusters Score -222185.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -222197.765625 Penalty: 766.161804
	Iteration 16Q: 3 clusters Score -222197.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -222206.421875 Penalty: 766.161804
	Iteration 17Q: 3 clusters Score -222206.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -222208.562500 Penalty: 766.161804
	Iteration 18Q: 3 clusters Score -222208.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -222210.390625 Penalty: 766.161804
	Iteration 19Q: 3 clusters Score -222210.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -222211.375000 Penalty: 766.161804
	Iteration 20F: 3 clusters Score -222211.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -222212.312500 Penalty: 766.161804
	Iteration 21Q: 3 clusters Score -222212.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -222213.890625 Penalty: 766.161804
	Iteration 22Q: 3 clusters Score -222213.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -222214.343750 Penalty: 766.161804
	Iteration 23Q: 3 clusters Score -222214.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -222213.796875 Penalty: 766.161804
	Iteration 24Q: 3 clusters Score -222213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -222214.312500 Penalty: 766.161804
	Iteration 25Q: 3 clusters Score -222214.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -222214.578125 Penalty: 766.161804
	Iteration 26Q: 3 clusters Score -222214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -222214.468750 Penalty: 766.161804
	Iteration 27Q: 3 clusters Score -222214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -222214.312500 Penalty: 766.161804
	Iteration 28Q: 3 clusters Score -222214.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -222214.281250 Penalty: 766.161804
	Iteration 29Q: 3 clusters Score -222214.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -222214.859375 Penalty: 766.161804
	Iteration 30Q: 3 clusters Score -222214.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -222214.859375 Penalty: 766.161804
	Iteration 31F: 3 clusters Score -222214.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -29879.380859 Penalty: 294.632202
	Iteration 0F: 2 clusters Score -29879.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29282.539062 Penalty: 589.264404
	Iteration 0F: 3 clusters Score -29282.54 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -29423.142578 Penalty: 589.264404
	Iteration 1F: 3 clusters Score -29423.14 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -29484.636719 Penalty: 589.264404
	Iteration 2F: 3 clusters Score -29484.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29524.962891 Penalty: 589.264404
	Iteration 3F: 3 clusters Score -29524.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29568.937500 Penalty: 589.264404
	Iteration 4F: 3 clusters Score -29568.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29607.759766 Penalty: 589.264404
	Iteration 5F: 3 clusters Score -29607.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29627.330078 Penalty: 589.264404
	Iteration 6Q: 3 clusters Score -29627.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29641.312500 Penalty: 589.264404
	Iteration 7Q: 3 clusters Score -29641.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29648.876953 Penalty: 589.264404
	Iteration 8Q: 3 clusters Score -29648.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29653.087891 Penalty: 589.264404
	Iteration 9Q: 3 clusters Score -29653.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29656.041016 Penalty: 589.264404
	Iteration 10Q: 3 clusters Score -29656.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29657.537109 Penalty: 589.264404
	Iteration 11Q: 3 clusters Score -29657.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29658.207031 Penalty: 589.264404
	Iteration 12Q: 3 clusters Score -29658.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29658.207031 Penalty: 589.264404
	Iteration 13F: 3 clusters Score -29658.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Entering Unmasked Estep 
Score: -2501042.000000 Penalty: 491.939026
	Iteration 0F: 2 clusters Score -2501042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -2467538.000000 Penalty: 983.878052
	Iteration 0F: 3 clusters Score -2467538 nChanged 24120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -2481814.000000 Penalty: 983.878052
	Iteration 1F: 3 clusters Score -2481814 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -2482279.750000 Penalty: 983.878052
	Iteration 2Q: 3 clusters Score -2482280 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -2482924.000000 Penalty: 983.878052
	Iteration 3Q: 3 clusters Score -2482924 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -2483831.000000 Penalty: 983.878052
	Iteration 4Q: 3 clusters Score -2483831 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2485145.500000 Penalty: 983.878052
	Iteration 5F: 3 clusters Score -2485146 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2486850.750000 Penalty: 983.878052
	Iteration 6F: 3 clusters Score -2486851 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2488831.750000 Penalty: 983.878052
	Iteration 7F: 3 clusters Score -2488832 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2490665.500000 Penalty: 983.878052
	Iteration 8F: 3 clusters Score -2490666 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2491752.000000 Penalty: 983.878052
	Iteration 9Q: 3 clusters Score -2491752 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2492130.750000 Penalty: 983.878052
	Iteration 10Q: 3 clusters Score -2492131 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2492263.750000 Penalty: 983.878052
	Iteration 11Q: 3 clusters Score -2492264 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2492342.000000 Penalty: 983.878052
	Iteration 12Q: 3 clusters Score -2492342 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2492437.000000 Penalty: 983.878052
	Iteration 13Q: 3 clusters Score -2492437 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2492518.250000 Penalty: 983.878052
	Iteration 14Q: 3 clusters Score -2492518 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2492603.500000 Penalty: 983.878052
	Iteration 15Q: 3 clusters Score -2492604 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2492721.250000 Penalty: 983.878052
	Iteration 16Q: 3 clusters Score -2492721 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2492818.500000 Penalty: 983.878052
	Iteration 17Q: 3 clusters Score -2492818 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2492966.250000 Penalty: 983.878052
	Iteration 18Q: 3 clusters Score -2492966 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2493141.000000 Penalty: 983.878052
	Iteration 19Q: 3 clusters Score -2493141 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2493331.250000 Penalty: 983.878052
	Iteration 20F: 3 clusters Score -2493331 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2493548.250000 Penalty: 983.878052
	Iteration 21Q: 3 clusters Score -2493548 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2493768.250000 Penalty: 983.878052
	Iteration 22Q: 3 clusters Score -2493768 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2494029.750000 Penalty: 983.878052
	Iteration 23Q: 3 clusters Score -2494030 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2494334.250000 Penalty: 983.878052
	Iteration 24Q: 3 clusters Score -2494334 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2494654.000000 Penalty: 983.878052
	Iteration 25Q: 3 clusters Score -2494654 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2495007.750000 Penalty: 983.878052
	Iteration 26Q: 3 clusters Score -2495008 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2495386.750000 Penalty: 983.878052
	Iteration 27Q: 3 clusters Score -2495387 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2495798.500000 Penalty: 983.878052
	Iteration 28Q: 3 clusters Score -2495798 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2496246.500000 Penalty: 983.878052
	Iteration 29Q: 3 clusters Score -2496246 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2496736.250000 Penalty: 983.878052
	Iteration 30Q: 3 clusters Score -2496736 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2497233.250000 Penalty: 983.878052
	Iteration 31Q: 3 clusters Score -2497233 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2497761.750000 Penalty: 983.878052
	Iteration 32Q: 3 clusters Score -2497762 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2498267.500000 Penalty: 983.878052
	Iteration 33Q: 3 clusters Score -2498268 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2498769.250000 Penalty: 983.878052
	Iteration 34Q: 3 clusters Score -2498769 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2499259.250000 Penalty: 983.878052
	Iteration 35Q: 3 clusters Score -2499259 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2499677.000000 Penalty: 983.878052
	Iteration 36Q: 3 clusters Score -2499677 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2500002.750000 Penalty: 983.878052
	Iteration 37Q: 3 clusters Score -2500003 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2500200.750000 Penalty: 983.878052
	Iteration 38Q: 3 clusters Score -2500201 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2500324.250000 Penalty: 983.878052
	Iteration 39Q: 3 clusters Score -2500324 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2500430.250000 Penalty: 983.878052
	Iteration 40F: 3 clusters Score -2500430 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2500505.500000 Penalty: 983.878052
	Iteration 41Q: 3 clusters Score -2500506 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2500548.750000 Penalty: 983.878052
	Iteration 42Q: 3 clusters Score -2500549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2500577.250000 Penalty: 983.878052
	Iteration 43Q: 3 clusters Score -2500577 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2500598.500000 Penalty: 983.878052
	Iteration 44Q: 3 clusters Score -2500598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2500613.750000 Penalty: 983.878052
	Iteration 45Q: 3 clusters Score -2500614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2500618.000000 Penalty: 983.878052
	Iteration 46Q: 3 clusters Score -2500618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2500622.750000 Penalty: 983.878052
	Iteration 47Q: 3 clusters Score -2500623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2500630.250000 Penalty: 983.878052
	Iteration 48Q: 3 clusters Score -2500630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2500636.500000 Penalty: 983.878052
	Iteration 49Q: 3 clusters Score -2500636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2500651.250000 Penalty: 983.878052
	Iteration 50Q: 3 clusters Score -2500651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2500657.000000 Penalty: 983.878052
	Iteration 51Q: 3 clusters Score -2500657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2500661.000000 Penalty: 983.878052
	Iteration 52Q: 3 clusters Score -2500661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2500666.250000 Penalty: 983.878052
	Iteration 53Q: 3 clusters Score -2500666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2500668.000000 Penalty: 983.878052
	Iteration 54Q: 3 clusters Score -2500668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2500670.000000 Penalty: 983.878052
	Iteration 55Q: 3 clusters Score -2500670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2500673.750000 Penalty: 983.878052
	Iteration 56Q: 3 clusters Score -2500674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2500676.750000 Penalty: 983.878052
	Iteration 57Q: 3 clusters Score -2500677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2500676.250000 Penalty: 983.878052
	Iteration 58Q: 3 clusters Score -2500676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2500676.250000 Penalty: 983.878052
	Iteration 59F: 3 clusters Score -2500676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -14410.291016 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -14410.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14034.786133 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -14034.79 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14130.357422 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -14130.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14162.359375 Penalty: 526.328125
	Iteration 2F: 3 clusters Score -14162.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14179.098633 Penalty: 526.328125
	Iteration 3Q: 3 clusters Score -14179.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14195.795898 Penalty: 526.328125
	Iteration 4Q: 3 clusters Score -14195.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14202.768555 Penalty: 526.328125
	Iteration 5Q: 3 clusters Score -14202.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14206.701172 Penalty: 526.328125
	Iteration 6Q: 3 clusters Score -14206.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14210.580078 Penalty: 526.328125
	Iteration 7Q: 3 clusters Score -14210.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14212.314453 Penalty: 526.328125
	Iteration 8Q: 3 clusters Score -14212.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14213.026367 Penalty: 526.328125
	Iteration 9Q: 3 clusters Score -14213.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14213.026367 Penalty: 526.328125
	Iteration 10F: 3 clusters Score -14213.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -26101.187500 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -26101.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25607.402344 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -25607.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -25726.978516 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -25726.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -25752.804688 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -25752.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -25768.638672 Penalty: 569.969238
	Iteration 3Q: 3 clusters Score -25768.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -25785.357422 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -25785.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -25800.074219 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -25800.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -25811.048828 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -25811.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -25821.773438 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -25821.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -25834.035156 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -25834.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -25847.382812 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -25847.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -25865.861328 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -25865.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -25882.904297 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -25882.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -25892.851562 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -25892.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -25899.593750 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -25899.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -25905.519531 Penalty: 569.969238
	Iteration 14Q: 3 clusters Score -25905.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -25908.724609 Penalty: 569.969238
	Iteration 15Q: 3 clusters Score -25908.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -25910.142578 Penalty: 569.969238
	Iteration 16Q: 3 clusters Score -25910.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -25911.511719 Penalty: 569.969238
	Iteration 17Q: 3 clusters Score -25911.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -25912.904297 Penalty: 569.969238
	Iteration 18Q: 3 clusters Score -25912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25914.828125 Penalty: 569.969238
	Iteration 19Q: 3 clusters Score -25914.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -25916.339844 Penalty: 569.969238
	Iteration 20F: 3 clusters Score -25916.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -25917.482422 Penalty: 569.969238
	Iteration 21Q: 3 clusters Score -25917.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -25917.970703 Penalty: 569.969238
	Iteration 22Q: 3 clusters Score -25917.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -25919.273438 Penalty: 569.969238
	Iteration 23Q: 3 clusters Score -25919.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -25921.433594 Penalty: 569.969238
	Iteration 24Q: 3 clusters Score -25921.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -25923.171875 Penalty: 569.969238
	Iteration 25Q: 3 clusters Score -25923.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -25924.025391 Penalty: 569.969238
	Iteration 26Q: 3 clusters Score -25924.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -25924.695312 Penalty: 569.969238
	Iteration 27Q: 3 clusters Score -25924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -25924.980469 Penalty: 569.969238
	Iteration 28Q: 3 clusters Score -25924.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -25924.980469 Penalty: 569.969238
	Iteration 29F: 3 clusters Score -25924.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -54186.214844 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -54186.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -53329.839844 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -53329.84 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -53610.648438 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -53610.65 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -53692.410156 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -53692.41 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -53733.917969 Penalty: 633.650269
	Iteration 3F: 3 clusters Score -53733.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -53775.871094 Penalty: 633.650269
	Iteration 4F: 3 clusters Score -53775.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -53811.335938 Penalty: 633.650269
	Iteration 5F: 3 clusters Score -53811.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -53834.199219 Penalty: 633.650269
	Iteration 6Q: 3 clusters Score -53834.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -53851.515625 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -53851.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -53866.429688 Penalty: 633.650269
	Iteration 8Q: 3 clusters Score -53866.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -53880.566406 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -53880.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53895.035156 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -53895.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -53901.820312 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -53901.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -53907.589844 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -53907.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -53909.160156 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -53909.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53911.140625 Penalty: 633.650269
	Iteration 14Q: 3 clusters Score -53911.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53913.273438 Penalty: 633.650269
	Iteration 15Q: 3 clusters Score -53913.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53914.621094 Penalty: 633.650269
	Iteration 16Q: 3 clusters Score -53914.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53915.304688 Penalty: 633.650269
	Iteration 17Q: 3 clusters Score -53915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53916.406250 Penalty: 633.650269
	Iteration 18Q: 3 clusters Score -53916.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53917.878906 Penalty: 633.650269
	Iteration 19Q: 3 clusters Score -53917.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -53919.039062 Penalty: 633.650269
	Iteration 20F: 3 clusters Score -53919.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53919.531250 Penalty: 633.650269
	Iteration 21Q: 3 clusters Score -53919.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53919.531250 Penalty: 633.650269
	Iteration 22F: 3 clusters Score -53919.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7066.568359 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7066.568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6824.000977 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -6824.001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6871.390625 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -6871.391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6883.749023 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -6883.749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6886.187012 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -6886.187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6888.227539 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -6888.228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6890.376465 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -6890.376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6891.608887 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -6891.609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6891.608887 Penalty: 454.746338
	Iteration 7F: 3 clusters Score -6891.609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -19135.025391 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -19135.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18717.404297 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -18717.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18841.785156 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -18841.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -18880.382812 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -18880.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -18891.673828 Penalty: 550.525757
	Iteration 3Q: 3 clusters Score -18891.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -18897.619141 Penalty: 550.525757
	Iteration 4Q: 3 clusters Score -18897.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -18900.962891 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -18900.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -18901.414062 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -18901.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -18901.414062 Penalty: 550.525757
	Iteration 7F: 3 clusters Score -18901.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -66963.781250 Penalty: 325.641510
	Iteration 0F: 2 clusters Score -66963.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -65983.679688 Penalty: 651.283020
	Iteration 0F: 3 clusters Score -65983.68 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -66279.218750 Penalty: 651.283020
	Iteration 1F: 3 clusters Score -66279.22 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -66326.984375 Penalty: 651.283020
	Iteration 2F: 3 clusters Score -66326.98 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -66363.382812 Penalty: 651.283020
	Iteration 3Q: 3 clusters Score -66363.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -66385.296875 Penalty: 651.283020
	Iteration 4Q: 3 clusters Score -66385.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -66404.976562 Penalty: 651.283020
	Iteration 5Q: 3 clusters Score -66404.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -66417.328125 Penalty: 651.283020
	Iteration 6Q: 3 clusters Score -66417.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -66423.343750 Penalty: 651.283020
	Iteration 7Q: 3 clusters Score -66423.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -66431.929688 Penalty: 651.283020
	Iteration 8Q: 3 clusters Score -66431.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -66439.726562 Penalty: 651.283020
	Iteration 9Q: 3 clusters Score -66439.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -66447.890625 Penalty: 651.283020
	Iteration 10Q: 3 clusters Score -66447.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -66454.382812 Penalty: 651.283020
	Iteration 11Q: 3 clusters Score -66454.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -66459.570312 Penalty: 651.283020
	Iteration 12Q: 3 clusters Score -66459.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -66464.992188 Penalty: 651.283020
	Iteration 13Q: 3 clusters Score -66464.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -66468.507812 Penalty: 651.283020
	Iteration 14Q: 3 clusters Score -66468.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -66472.640625 Penalty: 651.283020
	Iteration 15Q: 3 clusters Score -66472.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -66476.671875 Penalty: 651.283020
	Iteration 16Q: 3 clusters Score -66476.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -66481.007812 Penalty: 651.283020
	Iteration 17Q: 3 clusters Score -66481.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -66484.906250 Penalty: 651.283020
	Iteration 18Q: 3 clusters Score -66484.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -66488.148438 Penalty: 651.283020
	Iteration 19Q: 3 clusters Score -66488.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -66490.195312 Penalty: 651.283020
	Iteration 20F: 3 clusters Score -66490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -66491.929688 Penalty: 651.283020
	Iteration 21Q: 3 clusters Score -66491.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -66493.859375 Penalty: 651.283020
	Iteration 22Q: 3 clusters Score -66493.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -66496.867188 Penalty: 651.283020
	Iteration 23Q: 3 clusters Score -66496.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -66503.218750 Penalty: 651.283020
	Iteration 24Q: 3 clusters Score -66503.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -66509.234375 Penalty: 651.283020
	Iteration 25Q: 3 clusters Score -66509.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -66512.656250 Penalty: 651.283020
	Iteration 26Q: 3 clusters Score -66512.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -66515.914062 Penalty: 651.283020
	Iteration 27Q: 3 clusters Score -66515.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -66520.210938 Penalty: 651.283020
	Iteration 28Q: 3 clusters Score -66520.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -66526.320312 Penalty: 651.283020
	Iteration 29Q: 3 clusters Score -66526.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -66537.414062 Penalty: 651.283020
	Iteration 30Q: 3 clusters Score -66537.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -66548.859375 Penalty: 651.283020
	Iteration 31Q: 3 clusters Score -66548.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -66563.984375 Penalty: 651.283020
	Iteration 32Q: 3 clusters Score -66563.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -66581.500000 Penalty: 651.283020
	Iteration 33Q: 3 clusters Score -66581.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -66601.296875 Penalty: 651.283020
	Iteration 34Q: 3 clusters Score -66601.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -66628.781250 Penalty: 651.283020
	Iteration 35Q: 3 clusters Score -66628.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -66648.421875 Penalty: 651.283020
	Iteration 36Q: 3 clusters Score -66648.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -66663.546875 Penalty: 651.283020
	Iteration 37Q: 3 clusters Score -66663.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -66671.468750 Penalty: 651.283020
	Iteration 38Q: 3 clusters Score -66671.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -66681.351562 Penalty: 651.283020
	Iteration 39Q: 3 clusters Score -66681.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -66691.718750 Penalty: 651.283020
	Iteration 40F: 3 clusters Score -66691.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -66695.445312 Penalty: 651.283020
	Iteration 41Q: 3 clusters Score -66695.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -66696.484375 Penalty: 651.283020
	Iteration 42Q: 3 clusters Score -66696.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -66698.953125 Penalty: 651.283020
	Iteration 43Q: 3 clusters Score -66698.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -66699.062500 Penalty: 651.283020
	Iteration 44Q: 3 clusters Score -66699.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -66699.062500 Penalty: 651.283020
	Iteration 45F: 3 clusters Score -66699.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -19576.917969 Penalty: 275.370056
	Iteration 0F: 2 clusters Score -19576.92 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 213 members 
Entering Unmasked Estep 
Score: -19134.224609 Penalty: 550.740112
	Iteration 0F: 3 clusters Score -19134.22 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19263.333984 Penalty: 550.740112
	Iteration 1F: 3 clusters Score -19263.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19310.126953 Penalty: 550.740112
	Iteration 2F: 3 clusters Score -19310.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19348.191406 Penalty: 550.740112
	Iteration 3F: 3 clusters Score -19348.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19376.683594 Penalty: 550.740112
	Iteration 4F: 3 clusters Score -19376.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -19395.630859 Penalty: 550.740112
	Iteration 5Q: 3 clusters Score -19395.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -19412.632812 Penalty: 550.740112
	Iteration 6Q: 3 clusters Score -19412.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -19415.634766 Penalty: 550.740112
	Iteration 7Q: 3 clusters Score -19415.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -19419.533203 Penalty: 550.740112
	Iteration 8Q: 3 clusters Score -19419.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -19420.779297 Penalty: 550.740112
	Iteration 9Q: 3 clusters Score -19420.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -19422.078125 Penalty: 550.740112
	Iteration 10Q: 3 clusters Score -19422.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -19422.078125 Penalty: 550.740112
	Iteration 11F: 3 clusters Score -19422.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -13121.038086 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -13121.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12778.631836 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -12778.63 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12847.637695 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -12847.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12874.506836 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -12874.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12884.656250 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -12884.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12891.467773 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -12891.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12894.419922 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -12894.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12906.569336 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -12906.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12917.873047 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -12917.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12935.420898 Penalty: 509.456421
	Iteration 8F: 3 clusters Score -12935.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12940.435547 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -12940.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12944.163086 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -12944.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12947.723633 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -12947.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12952.583984 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -12952.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12955.865234 Penalty: 509.456421
	Iteration 13Q: 3 clusters Score -12955.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12955.865234 Penalty: 509.456421
	Iteration 14F: 3 clusters Score -12955.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -23173.695312 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -23173.7 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 279 members 
Entering Unmasked Estep 
Score: -22695.019531 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -22695.02 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22838.414062 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -22838.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22889.416016 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -22889.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22917.408203 Penalty: 569.621948
	Iteration 3F: 3 clusters Score -22917.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22935.783203 Penalty: 569.621948
	Iteration 4Q: 3 clusters Score -22935.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22950.900391 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -22950.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22967.076172 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -22967.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22976.583984 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -22976.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22978.679688 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -22978.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22980.755859 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -22980.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22984.955078 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -22984.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22988.476562 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -22988.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22992.884766 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -22992.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22995.037109 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -22995.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22996.857422 Penalty: 569.621948
	Iteration 14Q: 3 clusters Score -22996.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22998.435547 Penalty: 569.621948
	Iteration 15Q: 3 clusters Score -22998.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22998.435547 Penalty: 569.621948
	Iteration 16F: 3 clusters Score -22998.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Entering Unmasked Estep 
Score: -1365238.000000 Penalty: 460.125732
	Iteration 0F: 2 clusters Score -1365238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1348698.375000 Penalty: 920.251465
	Iteration 0F: 3 clusters Score -1348698 nChanged 11771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1355639.375000 Penalty: 920.251465
	Iteration 1F: 3 clusters Score -1355639 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1356020.250000 Penalty: 920.251465
	Iteration 2Q: 3 clusters Score -1356020 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1356473.875000 Penalty: 920.251465
	Iteration 3Q: 3 clusters Score -1356474 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1357062.750000 Penalty: 920.251465
	Iteration 4F: 3 clusters Score -1357063 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -1357834.750000 Penalty: 920.251465
	Iteration 5F: 3 clusters Score -1357835 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1358828.625000 Penalty: 920.251465
	Iteration 6F: 3 clusters Score -1358829 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -1360221.250000 Penalty: 920.251465
	Iteration 7F: 3 clusters Score -1360221 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -1361688.250000 Penalty: 920.251465
	Iteration 8F: 3 clusters Score -1361688 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -1362683.750000 Penalty: 920.251465
	Iteration 9Q: 3 clusters Score -1362684 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -1363175.000000 Penalty: 920.251465
	Iteration 10Q: 3 clusters Score -1363175 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -1363500.625000 Penalty: 920.251465
	Iteration 11Q: 3 clusters Score -1363501 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -1363751.000000 Penalty: 920.251465
	Iteration 12Q: 3 clusters Score -1363751 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -1363958.125000 Penalty: 920.251465
	Iteration 13Q: 3 clusters Score -1363958 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -1364142.000000 Penalty: 920.251465
	Iteration 14Q: 3 clusters Score -1364142 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -1364310.750000 Penalty: 920.251465
	Iteration 15Q: 3 clusters Score -1364311 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -1364426.625000 Penalty: 920.251465
	Iteration 16Q: 3 clusters Score -1364427 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -1364507.875000 Penalty: 920.251465
	Iteration 17Q: 3 clusters Score -1364508 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -1364577.000000 Penalty: 920.251465
	Iteration 18Q: 3 clusters Score -1364577 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -1364627.875000 Penalty: 920.251465
	Iteration 19Q: 3 clusters Score -1364628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -1364665.000000 Penalty: 920.251465
	Iteration 20F: 3 clusters Score -1364665 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -1364697.625000 Penalty: 920.251465
	Iteration 21Q: 3 clusters Score -1364698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -1364722.500000 Penalty: 920.251465
	Iteration 22Q: 3 clusters Score -1364722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -1364739.500000 Penalty: 920.251465
	Iteration 23Q: 3 clusters Score -1364740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -1364747.625000 Penalty: 920.251465
	Iteration 24Q: 3 clusters Score -1364748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -1364758.375000 Penalty: 920.251465
	Iteration 25Q: 3 clusters Score -1364758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -1364763.250000 Penalty: 920.251465
	Iteration 26Q: 3 clusters Score -1364763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -1364769.250000 Penalty: 920.251465
	Iteration 27Q: 3 clusters Score -1364769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -1364779.625000 Penalty: 920.251465
	Iteration 28Q: 3 clusters Score -1364780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -1364784.750000 Penalty: 920.251465
	Iteration 29Q: 3 clusters Score -1364785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -1364796.375000 Penalty: 920.251465
	Iteration 30Q: 3 clusters Score -1364796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -1364800.875000 Penalty: 920.251465
	Iteration 31Q: 3 clusters Score -1364801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -1364806.000000 Penalty: 920.251465
	Iteration 32Q: 3 clusters Score -1364806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -1364810.125000 Penalty: 920.251465
	Iteration 33Q: 3 clusters Score -1364810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -1364812.500000 Penalty: 920.251465
	Iteration 34Q: 3 clusters Score -1364812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -1364816.250000 Penalty: 920.251465
	Iteration 35Q: 3 clusters Score -1364816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -1364817.625000 Penalty: 920.251465
	Iteration 36Q: 3 clusters Score -1364818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -1364826.375000 Penalty: 920.251465
	Iteration 37Q: 3 clusters Score -1364826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -1364833.875000 Penalty: 920.251465
	Iteration 38Q: 3 clusters Score -1364834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -1364838.125000 Penalty: 920.251465
	Iteration 39Q: 3 clusters Score -1364838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -1364842.250000 Penalty: 920.251465
	Iteration 40F: 3 clusters Score -1364842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -1364846.500000 Penalty: 920.251465
	Iteration 41Q: 3 clusters Score -1364846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -1364846.375000 Penalty: 920.251465
	Iteration 42Q: 3 clusters Score -1364846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -1364850.250000 Penalty: 920.251465
	Iteration 43Q: 3 clusters Score -1364850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -1364853.750000 Penalty: 920.251465
	Iteration 44Q: 3 clusters Score -1364854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -1364856.500000 Penalty: 920.251465
	Iteration 45Q: 3 clusters Score -1364856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -1364859.000000 Penalty: 920.251465
	Iteration 46Q: 3 clusters Score -1364859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -1364861.500000 Penalty: 920.251465
	Iteration 47Q: 3 clusters Score -1364862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -1364866.000000 Penalty: 920.251465
	Iteration 48Q: 3 clusters Score -1364866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -1364866.125000 Penalty: 920.251465
	Iteration 49Q: 3 clusters Score -1364866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -1364867.375000 Penalty: 920.251465
	Iteration 50Q: 3 clusters Score -1364867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -1364868.625000 Penalty: 920.251465
	Iteration 51Q: 3 clusters Score -1364869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -1364868.125000 Penalty: 920.251465
	Iteration 52Q: 3 clusters Score -1364868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -1364870.000000 Penalty: 920.251465
	Iteration 53Q: 3 clusters Score -1364870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -1364870.875000 Penalty: 920.251465
	Iteration 54Q: 3 clusters Score -1364871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -1364870.875000 Penalty: 920.251465
	Iteration 55F: 3 clusters Score -1364871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -6409.600586 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -6409.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6135.899414 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -6135.899 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6213.692871 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -6213.693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6247.900879 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -6247.901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6271.604980 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -6271.605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6277.081543 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -6277.082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6278.095703 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -6278.096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6278.095703 Penalty: 474.063232
	Iteration 6F: 3 clusters Score -6278.096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -35766.921875 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -35766.92 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 359 members 
Entering Unmasked Estep 
Score: -35140.093750 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -35140.09 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -35334.503906 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -35334.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -35388.648438 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -35388.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -35421.179688 Penalty: 594.970703
	Iteration 3F: 3 clusters Score -35421.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -35451.906250 Penalty: 594.970703
	Iteration 4Q: 3 clusters Score -35451.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -35485.089844 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -35485.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -35508.910156 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -35508.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -35524.277344 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -35524.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -35550.816406 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -35550.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -35581.414062 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -35581.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -35594.375000 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -35594.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -35596.851562 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -35596.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -35598.253906 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -35598.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -35599.148438 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -35599.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -35600.539062 Penalty: 594.970703
	Iteration 14Q: 3 clusters Score -35600.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -35603.328125 Penalty: 594.970703
	Iteration 15Q: 3 clusters Score -35603.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -35604.675781 Penalty: 594.970703
	Iteration 16Q: 3 clusters Score -35604.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -35607.582031 Penalty: 594.970703
	Iteration 17Q: 3 clusters Score -35607.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -35609.535156 Penalty: 594.970703
	Iteration 18Q: 3 clusters Score -35609.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -35612.078125 Penalty: 594.970703
	Iteration 19Q: 3 clusters Score -35612.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -35613.437500 Penalty: 594.970703
	Iteration 20F: 3 clusters Score -35613.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -35614.847656 Penalty: 594.970703
	Iteration 21Q: 3 clusters Score -35614.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -35616.265625 Penalty: 594.970703
	Iteration 22Q: 3 clusters Score -35616.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -35616.265625 Penalty: 594.970703
	Iteration 23F: 3 clusters Score -35616.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -6663.601074 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -6663.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6425.299316 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -6425.299 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6495.897461 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -6495.897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6533.193359 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -6533.193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6553.068359 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -6553.068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6576.628418 Penalty: 460.118378
	Iteration 4F: 3 clusters Score -6576.628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6592.816895 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -6592.817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6606.872070 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -6606.872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6608.007324 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -6608.007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6608.007324 Penalty: 460.118378
	Iteration 8F: 3 clusters Score -6608.007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -6925.556152 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -6925.556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6707.364258 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -6707.364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6831.116211 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -6831.116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6898.125977 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -6898.126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6915.245117 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -6915.245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6918.789551 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -6918.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6919.890137 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -6919.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6919.890137 Penalty: 467.357666
	Iteration 6F: 3 clusters Score -6919.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (307958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307958 members 
Entering Unmasked Estep 
Score: -16285405.000000 Penalty: 575.016235
	Iteration 0F: 2 clusters Score -1.62854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154591 members 
Mstep: Class 2 contains 153367 members 
Entering Unmasked Estep 
Score: -16096676.000000 Penalty: 1150.032471
	Iteration 0F: 3 clusters Score -1.609668e+07 nChanged 152187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185054 members 
Mstep: Class 2 contains 122904 members 
Entering Unmasked Estep 
Score: -16196204.000000 Penalty: 1150.032471
	Iteration 1F: 3 clusters Score -1.61962e+07 nChanged 19880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203108 members 
Mstep: Class 2 contains 104850 members 
Entering Unmasked Estep 
Score: -16207707.000000 Penalty: 1150.032471
	Iteration 2F: 3 clusters Score -1.620771e+07 nChanged 24901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227277 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -16225845.000000 Penalty: 1150.032471
	Iteration 3F: 3 clusters Score -1.622584e+07 nChanged 27848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254947 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -16249390.000000 Penalty: 1150.032471
	Iteration 4F: 3 clusters Score -1.624939e+07 nChanged 24507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279432 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -16273395.000000 Penalty: 1150.032471
	Iteration 5F: 3 clusters Score -1.62734e+07 nChanged 16522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295954 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -16281852.000000 Penalty: 1150.032471
	Iteration 6F: 3 clusters Score -1.628185e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304098 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -16283915.000000 Penalty: 1150.032471
	Iteration 7Q: 3 clusters Score -1.628392e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306953 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -16284638.000000 Penalty: 1150.032471
	Iteration 8Q: 3 clusters Score -1.628464e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307714 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16284825.000000 Penalty: 1150.032471
	Iteration 9Q: 3 clusters Score -1.628482e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307882 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16284881.000000 Penalty: 1150.032471
	Iteration 10Q: 3 clusters Score -1.628488e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307907 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -16284911.000000 Penalty: 1150.032471
	Iteration 11Q: 3 clusters Score -1.628491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307911 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -16284918.000000 Penalty: 1150.032471
	Iteration 12Q: 3 clusters Score -1.628492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307914 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -16284932.000000 Penalty: 1150.032471
	Iteration 13Q: 3 clusters Score -1.628493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307917 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -16284949.000000 Penalty: 1150.032471
	Iteration 14Q: 3 clusters Score -1.628495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307920 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -16284956.000000 Penalty: 1150.032471
	Iteration 15Q: 3 clusters Score -1.628496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307918 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -16284964.000000 Penalty: 1150.032471
	Iteration 16Q: 3 clusters Score -1.628496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307916 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -16284964.000000 Penalty: 1150.032471
	Iteration 17Q: 3 clusters Score -1.628496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307916 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -16284964.000000 Penalty: 1150.032471
	Iteration 18F: 3 clusters Score -1.628496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (38 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Entering Unmasked Estep 
Score: -1524.824829 Penalty: 165.510162
	Iteration 0F: 2 clusters Score -1524.825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1438.151245 Penalty: 331.020325
	Iteration 0F: 3 clusters Score -1438.151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1453.252686 Penalty: 331.020325
	Iteration 1F: 3 clusters Score -1453.253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -28137.919922 Penalty: 291.812378
	Iteration 0F: 2 clusters Score -28137.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27568.121094 Penalty: 583.624756
	Iteration 0F: 3 clusters Score -27568.12 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27734.189453 Penalty: 583.624756
	Iteration 1F: 3 clusters Score -27734.19 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27781.013672 Penalty: 583.624756
	Iteration 2F: 3 clusters Score -27781.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27820.494141 Penalty: 583.624756
	Iteration 3F: 3 clusters Score -27820.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27845.695312 Penalty: 583.624756
	Iteration 4F: 3 clusters Score -27845.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27863.019531 Penalty: 583.624756
	Iteration 5Q: 3 clusters Score -27863.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27870.162109 Penalty: 583.624756
	Iteration 6Q: 3 clusters Score -27870.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27873.527344 Penalty: 583.624756
	Iteration 7Q: 3 clusters Score -27873.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27875.660156 Penalty: 583.624756
	Iteration 8Q: 3 clusters Score -27875.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27876.248047 Penalty: 583.624756
	Iteration 9Q: 3 clusters Score -27876.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27876.248047 Penalty: 583.624756
	Iteration 10F: 3 clusters Score -27876.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -24186.621094 Penalty: 280.334930
	Iteration 0F: 2 clusters Score -24186.62 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 242 members 
Entering Unmasked Estep 
Score: -23695.585938 Penalty: 560.669861
	Iteration 0F: 3 clusters Score -23695.59 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23825.298828 Penalty: 560.669861
	Iteration 1F: 3 clusters Score -23825.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23885.121094 Penalty: 560.669861
	Iteration 2F: 3 clusters Score -23885.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23919.794922 Penalty: 560.669861
	Iteration 3F: 3 clusters Score -23919.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23939.277344 Penalty: 560.669861
	Iteration 4Q: 3 clusters Score -23939.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23951.031250 Penalty: 560.669861
	Iteration 5Q: 3 clusters Score -23951.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23963.316406 Penalty: 560.669861
	Iteration 6Q: 3 clusters Score -23963.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23979.984375 Penalty: 560.669861
	Iteration 7Q: 3 clusters Score -23979.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23984.419922 Penalty: 560.669861
	Iteration 8Q: 3 clusters Score -23984.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23988.162109 Penalty: 560.669861
	Iteration 9Q: 3 clusters Score -23988.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23991.025391 Penalty: 560.669861
	Iteration 10Q: 3 clusters Score -23991.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23992.884766 Penalty: 560.669861
	Iteration 11Q: 3 clusters Score -23992.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23994.541016 Penalty: 560.669861
	Iteration 12Q: 3 clusters Score -23994.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23996.201172 Penalty: 560.669861
	Iteration 13Q: 3 clusters Score -23996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23996.718750 Penalty: 560.669861
	Iteration 14Q: 3 clusters Score -23996.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23996.718750 Penalty: 560.669861
	Iteration 15F: 3 clusters Score -23996.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -6249.347168 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -6249.347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6015.730469 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -6015.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6074.129883 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -6074.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6097.442383 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -6097.442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6100.834473 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -6100.834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6104.001465 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -6104.001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6115.390137 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -6115.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6128.211426 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -6128.211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6137.583984 Penalty: 457.173126
	Iteration 7Q: 3 clusters Score -6137.584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6163.791992 Penalty: 457.173126
	Iteration 8F: 3 clusters Score -6163.792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6214.801758 Penalty: 457.173126
	Iteration 9F: 3 clusters Score -6214.802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6292.408691 Penalty: 457.173126
	Iteration 10F: 3 clusters Score -6292.409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6326.315918 Penalty: 457.173126
	Iteration 11Q: 3 clusters Score -6326.316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6350.907227 Penalty: 457.173126
	Iteration 12Q: 3 clusters Score -6350.907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6362.353027 Penalty: 457.173126
	Iteration 13Q: 3 clusters Score -6362.353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6362.353027 Penalty: 457.173126
	Iteration 14F: 3 clusters Score -6362.353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3772 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 75078 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 46819 members 
Mstep: Class 13 contains 4534 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49605 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24653 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307958 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 66 members 
Mstep: Class 35 contains 86 members 
Entering Unmasked Estep 
Score: -27460712.000000 Penalty: 21005.037109
Splitting cluster 34 changes total score from -27460884.000000 to -27460712.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3772 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 75078 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 46819 members 
Mstep: Class 13 contains 4534 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49605 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24653 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307958 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460968.000000 Penalty: 20404.894531
Iteration 239Q: 35 clusters Score -2.746097e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 74997 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3697 members 
Mstep: Class 12 contains 46938 members 
Mstep: Class 13 contains 4534 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49582 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1282 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24650 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307953 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460988.000000 Penalty: 20404.894531
Iteration 240F: 35 clusters Score -2.746099e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3756 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 74906 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3697 members 
Mstep: Class 12 contains 47055 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49567 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24652 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307950 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460892.000000 Penalty: 20404.894531
Iteration 241Q: 35 clusters Score -2.746089e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 74817 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3697 members 
Mstep: Class 12 contains 47151 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49555 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24649 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307966 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460886.000000 Penalty: 20404.894531
Iteration 242Q: 35 clusters Score -2.746089e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3746 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 74724 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3695 members 
Mstep: Class 12 contains 47241 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49542 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1282 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24644 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307994 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460942.000000 Penalty: 20404.894531
Iteration 243Q: 35 clusters Score -2.746094e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3744 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 74624 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3693 members 
Mstep: Class 12 contains 47330 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49534 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24643 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308018 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460978.000000 Penalty: 20404.894531
Iteration 244Q: 35 clusters Score -2.746098e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3740 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 74532 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3692 members 
Mstep: Class 12 contains 47402 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49517 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24636 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308068 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460980.000000 Penalty: 20404.894531
Iteration 245Q: 35 clusters Score -2.746098e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 74447 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 47482 members 
Mstep: Class 13 contains 4537 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24620 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308106 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460988.000000 Penalty: 20404.894531
Iteration 246Q: 35 clusters Score -2.746099e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3735 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 74369 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3692 members 
Mstep: Class 12 contains 47566 members 
Mstep: Class 13 contains 4537 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49495 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24611 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308118 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460986.000000 Penalty: 20404.894531
Iteration 247Q: 35 clusters Score -2.746099e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3735 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 74315 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3692 members 
Mstep: Class 12 contains 47645 members 
Mstep: Class 13 contains 4537 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49487 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24600 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308111 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461058.000000 Penalty: 20404.894531
Iteration 248Q: 35 clusters Score -2.746106e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3734 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 74262 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3693 members 
Mstep: Class 12 contains 47747 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49475 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24593 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308081 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461088.000000 Penalty: 20404.894531
Iteration 249Q: 35 clusters Score -2.746109e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3734 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 74207 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3694 members 
Mstep: Class 12 contains 47850 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49462 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24588 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308050 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461060.000000 Penalty: 20404.894531
Iteration 250Q: 35 clusters Score -2.746106e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3734 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 74148 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3695 members 
Mstep: Class 12 contains 47958 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49455 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24584 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308012 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461106.000000 Penalty: 20404.894531
Iteration 251Q: 35 clusters Score -2.746111e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3733 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 74084 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3695 members 
Mstep: Class 12 contains 48043 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49450 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24581 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308002 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461152.000000 Penalty: 20404.894531
Iteration 252Q: 35 clusters Score -2.746115e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3733 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 74046 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 48106 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49443 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24577 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307987 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461174.000000 Penalty: 20404.894531
Iteration 253Q: 35 clusters Score -2.746117e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3733 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 73995 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 48154 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49434 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24577 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307998 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461222.000000 Penalty: 20404.894531
Iteration 254Q: 35 clusters Score -2.746122e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3732 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 8 contains 73944 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 48208 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49428 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24577 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308000 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461200.000000 Penalty: 20404.894531
Iteration 255Q: 35 clusters Score -2.74612e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3730 members 
Mstep: Class 7 contains 1901 members 
Mstep: Class 8 contains 73891 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3705 members 
Mstep: Class 12 contains 48260 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49420 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24578 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308010 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461220.000000 Penalty: 20404.894531
Iteration 256Q: 35 clusters Score -2.746122e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3726 members 
Mstep: Class 7 contains 1901 members 
Mstep: Class 8 contains 73839 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3706 members 
Mstep: Class 12 contains 48300 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49413 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24578 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308032 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461242.000000 Penalty: 20404.894531
Iteration 257Q: 35 clusters Score -2.746124e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3719 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 8 contains 73778 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3708 members 
Mstep: Class 12 contains 48345 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49405 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24580 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308058 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461234.000000 Penalty: 20404.894531
Iteration 258Q: 35 clusters Score -2.746123e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3710 members 
Mstep: Class 7 contains 1903 members 
Mstep: Class 8 contains 73703 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 48411 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49394 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24581 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308084 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461204.000000 Penalty: 20404.894531
Iteration 259Q: 35 clusters Score -2.74612e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3701 members 
Mstep: Class 7 contains 1903 members 
Mstep: Class 8 contains 73628 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 48473 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49387 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24582 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308111 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461278.000000 Penalty: 20404.894531
Iteration 260F: 35 clusters Score -2.746128e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3691 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 8 contains 73555 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 48526 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49382 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24587 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308145 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461260.000000 Penalty: 20404.894531
Iteration 261Q: 35 clusters Score -2.746126e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3676 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 73496 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 48582 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49378 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1285 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24598 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308157 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461242.000000 Penalty: 20404.894531
Iteration 262Q: 35 clusters Score -2.746124e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3660 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 73441 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3710 members 
Mstep: Class 12 contains 48634 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49371 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24602 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308179 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461228.000000 Penalty: 20404.894531
Iteration 263Q: 35 clusters Score -2.746123e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 73379 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 48682 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49365 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24607 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308216 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461228.000000 Penalty: 20404.894531
Iteration 264Q: 35 clusters Score -2.746123e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 73312 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 48727 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49357 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24612 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308261 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461210.000000 Penalty: 20404.894531
Iteration 265Q: 35 clusters Score -2.746121e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3605 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 73224 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3710 members 
Mstep: Class 12 contains 48780 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49346 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24620 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308313 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461194.000000 Penalty: 20404.894531
Iteration 266Q: 35 clusters Score -2.746119e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3587 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 73115 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3710 members 
Mstep: Class 12 contains 48832 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49328 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24629 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308397 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461168.000000 Penalty: 20404.894531
Iteration 267Q: 35 clusters Score -2.746117e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 73009 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 48874 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49316 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24633 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308480 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461132.000000 Penalty: 20404.894531
Iteration 268Q: 35 clusters Score -2.746113e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3563 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 72898 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3710 members 
Mstep: Class 12 contains 48917 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49310 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24637 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308562 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461124.000000 Penalty: 20404.894531
Iteration 269Q: 35 clusters Score -2.746112e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 72801 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 48959 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49304 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24635 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308641 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461042.000000 Penalty: 20404.894531
Iteration 270Q: 35 clusters Score -2.746104e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3533 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 72703 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3708 members 
Mstep: Class 12 contains 48999 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49297 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1282 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24633 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308725 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460990.000000 Penalty: 20404.894531
Iteration 271Q: 35 clusters Score -2.746099e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 72622 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3708 members 
Mstep: Class 12 contains 49043 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49294 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1278 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24635 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308791 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460916.000000 Penalty: 20404.894531
Iteration 272Q: 35 clusters Score -2.746092e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3482 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 72559 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3707 members 
Mstep: Class 12 contains 49086 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49297 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1274 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24639 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308837 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460924.000000 Penalty: 20404.894531
Iteration 273Q: 35 clusters Score -2.746092e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 8 contains 72498 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3705 members 
Mstep: Class 12 contains 49115 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49297 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1271 members 
Mstep: Class 22 contains 424 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24638 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308896 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460966.000000 Penalty: 20404.894531
Iteration 274Q: 35 clusters Score -2.746097e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 72435 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 49139 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49295 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24638 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308965 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460882.000000 Penalty: 20404.894531
Iteration 275Q: 35 clusters Score -2.746088e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 457 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3412 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 72384 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 49171 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49293 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24639 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 309016 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460844.000000 Penalty: 20404.894531
Iteration 276Q: 35 clusters Score -2.746084e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 457 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3382 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 8 contains 72335 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 49205 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49295 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24642 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 309057 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460848.000000 Penalty: 20404.894531
Iteration 277Q: 35 clusters Score -2.746085e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 457 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 72294 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 49239 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49298 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24642 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 309091 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460784.000000 Penalty: 20404.894531
Iteration 278Q: 35 clusters Score -2.746078e+07 nChanged 152
Entering ConstructFrom: 
Score: -27460784.000000 Penalty: 20404.894531
Entering ConstructFrom: 
Trying to split cluster 1 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -12098.119141 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -12098.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11782.396484 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -11782.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11864.930664 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -11864.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11881.301758 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -11881.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11892.808594 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -11892.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11895.154297 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -11895.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11895.154297 Penalty: 506.719360
	Iteration 5F: 3 clusters Score -11895.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -12188.597656 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -12188.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11872.139648 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11872.14 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11934.563477 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -11934.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11945.539062 Penalty: 502.088196
	Iteration 2Q: 3 clusters Score -11945.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11951.232422 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -11951.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11958.000977 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -11958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11962.996094 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -11963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11963.732422 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -11963.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11963.732422 Penalty: 502.088196
	Iteration 7F: 3 clusters Score -11963.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -23738.732422 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -23738.73 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 241 members 
Entering Unmasked Estep 
Score: -23310.031250 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -23310.03 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23493.179688 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -23493.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23537.248047 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -23537.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23594.931641 Penalty: 557.346191
	Iteration 3F: 3 clusters Score -23594.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23652.953125 Penalty: 557.346191
	Iteration 4F: 3 clusters Score -23652.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23680.755859 Penalty: 557.346191
	Iteration 5F: 3 clusters Score -23680.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23691.476562 Penalty: 557.346191
	Iteration 6Q: 3 clusters Score -23691.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23699.806641 Penalty: 557.346191
	Iteration 7Q: 3 clusters Score -23699.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23705.857422 Penalty: 557.346191
	Iteration 8Q: 3 clusters Score -23705.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23710.947266 Penalty: 557.346191
	Iteration 9Q: 3 clusters Score -23710.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23718.357422 Penalty: 557.346191
	Iteration 10Q: 3 clusters Score -23718.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23719.476562 Penalty: 557.346191
	Iteration 11Q: 3 clusters Score -23719.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23719.476562 Penalty: 557.346191
	Iteration 12F: 3 clusters Score -23719.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -44421.687500 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -44421.69 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 492 members 
Entering Unmasked Estep 
Score: -43628.328125 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -43628.33 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -43872.027344 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -43872.03 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -43940.085938 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -43940.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -43985.750000 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -43985.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -44020.097656 Penalty: 628.058105
	Iteration 4Q: 3 clusters Score -44020.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -44052.554688 Penalty: 628.058105
	Iteration 5Q: 3 clusters Score -44052.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -44085.621094 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -44085.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -44099.617188 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -44099.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -44116.375000 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -44116.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -44144.464844 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -44144.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -44171.382812 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -44171.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -44194.273438 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -44194.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -44210.132812 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -44210.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -44220.816406 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -44220.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -44225.929688 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -44225.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -44230.585938 Penalty: 628.058105
	Iteration 15Q: 3 clusters Score -44230.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -44237.453125 Penalty: 628.058105
	Iteration 16Q: 3 clusters Score -44237.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -44248.234375 Penalty: 628.058105
	Iteration 17Q: 3 clusters Score -44248.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -44263.625000 Penalty: 628.058105
	Iteration 18Q: 3 clusters Score -44263.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -44278.519531 Penalty: 628.058105
	Iteration 19Q: 3 clusters Score -44278.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -44290.941406 Penalty: 628.058105
	Iteration 20F: 3 clusters Score -44290.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -44297.460938 Penalty: 628.058105
	Iteration 21Q: 3 clusters Score -44297.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -44302.050781 Penalty: 628.058105
	Iteration 22Q: 3 clusters Score -44302.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -44307.070312 Penalty: 628.058105
	Iteration 23Q: 3 clusters Score -44307.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -44312.464844 Penalty: 628.058105
	Iteration 24Q: 3 clusters Score -44312.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -44318.054688 Penalty: 628.058105
	Iteration 25Q: 3 clusters Score -44318.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -44321.964844 Penalty: 628.058105
	Iteration 26Q: 3 clusters Score -44321.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -44327.695312 Penalty: 628.058105
	Iteration 27Q: 3 clusters Score -44327.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -44332.277344 Penalty: 628.058105
	Iteration 28Q: 3 clusters Score -44332.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -44337.132812 Penalty: 628.058105
	Iteration 29Q: 3 clusters Score -44337.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -44340.238281 Penalty: 628.058105
	Iteration 30Q: 3 clusters Score -44340.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -44349.644531 Penalty: 628.058105
	Iteration 31Q: 3 clusters Score -44349.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -44353.441406 Penalty: 628.058105
	Iteration 32Q: 3 clusters Score -44353.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -44355.148438 Penalty: 628.058105
	Iteration 33Q: 3 clusters Score -44355.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -44356.761719 Penalty: 628.058105
	Iteration 34Q: 3 clusters Score -44356.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -44357.117188 Penalty: 628.058105
	Iteration 35Q: 3 clusters Score -44357.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -44358.320312 Penalty: 628.058105
	Iteration 36Q: 3 clusters Score -44358.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -44360.066406 Penalty: 628.058105
	Iteration 37Q: 3 clusters Score -44360.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -44362.218750 Penalty: 628.058105
	Iteration 38Q: 3 clusters Score -44362.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -44362.937500 Penalty: 628.058105
	Iteration 39Q: 3 clusters Score -44362.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -44363.824219 Penalty: 628.058105
	Iteration 40F: 3 clusters Score -44363.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7181.854492 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7181.854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6945.015137 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -6945.015 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7015.734375 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -7015.734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7030.748535 Penalty: 468.949554
	Iteration 2Q: 3 clusters Score -7030.749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7035.345703 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -7035.346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7038.784668 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -7038.785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7040.249512 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -7040.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7044.498047 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -7044.498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7044.498047 Penalty: 468.949554
	Iteration 7F: 3 clusters Score -7044.498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -185995.812500 Penalty: 368.928650
	Iteration 0F: 2 clusters Score -185995.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -183698.421875 Penalty: 737.857300
	Iteration 0F: 3 clusters Score -183698.4 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -184521.671875 Penalty: 737.857300
	Iteration 1F: 3 clusters Score -184521.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -184750.687500 Penalty: 737.857300
	Iteration 2F: 3 clusters Score -184750.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -185064.218750 Penalty: 737.857300
	Iteration 3F: 3 clusters Score -185064.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -185357.515625 Penalty: 737.857300
	Iteration 4F: 3 clusters Score -185357.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -185528.421875 Penalty: 737.857300
	Iteration 5F: 3 clusters Score -185528.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -185609.718750 Penalty: 737.857300
	Iteration 6Q: 3 clusters Score -185609.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -185662.046875 Penalty: 737.857300
	Iteration 7Q: 3 clusters Score -185662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -185698.000000 Penalty: 737.857300
	Iteration 8Q: 3 clusters Score -185698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -185719.406250 Penalty: 737.857300
	Iteration 9Q: 3 clusters Score -185719.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -185729.937500 Penalty: 737.857300
	Iteration 10Q: 3 clusters Score -185729.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -185738.546875 Penalty: 737.857300
	Iteration 11Q: 3 clusters Score -185738.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -185747.953125 Penalty: 737.857300
	Iteration 12Q: 3 clusters Score -185748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -185757.890625 Penalty: 737.857300
	Iteration 13Q: 3 clusters Score -185757.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -185763.125000 Penalty: 737.857300
	Iteration 14Q: 3 clusters Score -185763.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -185767.718750 Penalty: 737.857300
	Iteration 15Q: 3 clusters Score -185767.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -185770.937500 Penalty: 737.857300
	Iteration 16Q: 3 clusters Score -185770.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -185773.218750 Penalty: 737.857300
	Iteration 17Q: 3 clusters Score -185773.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -185775.250000 Penalty: 737.857300
	Iteration 18Q: 3 clusters Score -185775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -185776.609375 Penalty: 737.857300
	Iteration 19Q: 3 clusters Score -185776.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -185778.171875 Penalty: 737.857300
	Iteration 20F: 3 clusters Score -185778.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -185779.125000 Penalty: 737.857300
	Iteration 21Q: 3 clusters Score -185779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -185779.437500 Penalty: 737.857300
	Iteration 22Q: 3 clusters Score -185779.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -185782.781250 Penalty: 737.857300
	Iteration 23Q: 3 clusters Score -185782.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -185784.859375 Penalty: 737.857300
	Iteration 24Q: 3 clusters Score -185784.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -185786.000000 Penalty: 737.857300
	Iteration 25Q: 3 clusters Score -185786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -185787.421875 Penalty: 737.857300
	Iteration 26Q: 3 clusters Score -185787.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -185787.968750 Penalty: 737.857300
	Iteration 27Q: 3 clusters Score -185788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -185788.906250 Penalty: 737.857300
	Iteration 28Q: 3 clusters Score -185788.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -185789.921875 Penalty: 737.857300
	Iteration 29Q: 3 clusters Score -185789.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -185793.046875 Penalty: 737.857300
	Iteration 30Q: 3 clusters Score -185793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -185794.937500 Penalty: 737.857300
	Iteration 31Q: 3 clusters Score -185794.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -185797.375000 Penalty: 737.857300
	Iteration 32Q: 3 clusters Score -185797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -185798.078125 Penalty: 737.857300
	Iteration 33Q: 3 clusters Score -185798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -185798.609375 Penalty: 737.857300
	Iteration 34Q: 3 clusters Score -185798.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -185799.234375 Penalty: 737.857300
	Iteration 35Q: 3 clusters Score -185799.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -185799.234375 Penalty: 737.857300
	Iteration 36F: 3 clusters Score -185799.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Entering Unmasked Estep 
Score: -104364.804688 Penalty: 343.435303
	Iteration 0F: 2 clusters Score -104364.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -102968.101562 Penalty: 686.870605
	Iteration 0F: 3 clusters Score -102968.1 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -103490.679688 Penalty: 686.870605
	Iteration 1F: 3 clusters Score -103490.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -103645.359375 Penalty: 686.870605
	Iteration 2F: 3 clusters Score -103645.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -103808.320312 Penalty: 686.870605
	Iteration 3F: 3 clusters Score -103808.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -103946.593750 Penalty: 686.870605
	Iteration 4F: 3 clusters Score -103946.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -104036.265625 Penalty: 686.870605
	Iteration 5F: 3 clusters Score -104036.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -104107.148438 Penalty: 686.870605
	Iteration 6Q: 3 clusters Score -104107.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -104143.070312 Penalty: 686.870605
	Iteration 7Q: 3 clusters Score -104143.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -104160.609375 Penalty: 686.870605
	Iteration 8Q: 3 clusters Score -104160.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -104168.601562 Penalty: 686.870605
	Iteration 9Q: 3 clusters Score -104168.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -104173.664062 Penalty: 686.870605
	Iteration 10Q: 3 clusters Score -104173.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -104177.445312 Penalty: 686.870605
	Iteration 11Q: 3 clusters Score -104177.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -104179.148438 Penalty: 686.870605
	Iteration 12Q: 3 clusters Score -104179.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -104181.929688 Penalty: 686.870605
	Iteration 13Q: 3 clusters Score -104181.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -104183.085938 Penalty: 686.870605
	Iteration 14Q: 3 clusters Score -104183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -104183.531250 Penalty: 686.870605
	Iteration 15Q: 3 clusters Score -104183.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -104184.531250 Penalty: 686.870605
	Iteration 16Q: 3 clusters Score -104184.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -104185.375000 Penalty: 686.870605
	Iteration 17Q: 3 clusters Score -104185.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -104185.750000 Penalty: 686.870605
	Iteration 18Q: 3 clusters Score -104185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -104185.750000 Penalty: 686.870605
	Iteration 19F: 3 clusters Score -104185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (72256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Entering Unmasked Estep 
Score: -3950907.000000 Penalty: 509.052673
	Iteration 0F: 2 clusters Score -3950907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -3902101.500000 Penalty: 1018.105347
	Iteration 0F: 3 clusters Score -3902102 nChanged 35302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -3923405.250000 Penalty: 1018.105347
	Iteration 1F: 3 clusters Score -3923405 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -3924460.000000 Penalty: 1018.105347
	Iteration 2Q: 3 clusters Score -3924460 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -3925844.250000 Penalty: 1018.105347
	Iteration 3Q: 3 clusters Score -3925844 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -3927677.750000 Penalty: 1018.105347
	Iteration 4F: 3 clusters Score -3927678 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -3930338.500000 Penalty: 1018.105347
	Iteration 5F: 3 clusters Score -3930338 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -3934114.750000 Penalty: 1018.105347
	Iteration 6F: 3 clusters Score -3934115 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -3938373.250000 Penalty: 1018.105347
	Iteration 7F: 3 clusters Score -3938373 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -3942215.250000 Penalty: 1018.105347
	Iteration 8F: 3 clusters Score -3942215 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -3944741.500000 Penalty: 1018.105347
	Iteration 9Q: 3 clusters Score -3944742 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -3946209.250000 Penalty: 1018.105347
	Iteration 10Q: 3 clusters Score -3946209 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -3947129.000000 Penalty: 1018.105347
	Iteration 11Q: 3 clusters Score -3947129 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 66413 members 
Entering Unmasked Estep 
Score: -3947764.750000 Penalty: 1018.105347
	Iteration 12Q: 3 clusters Score -3947765 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 67275 members 
Entering Unmasked Estep 
Score: -3948268.000000 Penalty: 1018.105347
	Iteration 13Q: 3 clusters Score -3948268 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -3948661.750000 Penalty: 1018.105347
	Iteration 14Q: 3 clusters Score -3948662 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -3948981.500000 Penalty: 1018.105347
	Iteration 15Q: 3 clusters Score -3948982 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -3949257.500000 Penalty: 1018.105347
	Iteration 16Q: 3 clusters Score -3949258 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -3949477.750000 Penalty: 1018.105347
	Iteration 17Q: 3 clusters Score -3949478 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 69984 members 
Entering Unmasked Estep 
Score: -3949678.250000 Penalty: 1018.105347
	Iteration 18Q: 3 clusters Score -3949678 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -3949869.750000 Penalty: 1018.105347
	Iteration 19Q: 3 clusters Score -3949870 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -3950028.250000 Penalty: 1018.105347
	Iteration 20F: 3 clusters Score -3950028 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -3950132.750000 Penalty: 1018.105347
	Iteration 21Q: 3 clusters Score -3950133 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 71055 members 
Entering Unmasked Estep 
Score: -3950224.250000 Penalty: 1018.105347
	Iteration 22Q: 3 clusters Score -3950224 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 71199 members 
Entering Unmasked Estep 
Score: -3950284.500000 Penalty: 1018.105347
	Iteration 23Q: 3 clusters Score -3950284 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 71313 members 
Entering Unmasked Estep 
Score: -3950337.250000 Penalty: 1018.105347
	Iteration 24Q: 3 clusters Score -3950337 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -3950375.000000 Penalty: 1018.105347
	Iteration 25Q: 3 clusters Score -3950375 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 71473 members 
Entering Unmasked Estep 
Score: -3950403.500000 Penalty: 1018.105347
	Iteration 26Q: 3 clusters Score -3950404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 71524 members 
Entering Unmasked Estep 
Score: -3950424.500000 Penalty: 1018.105347
	Iteration 27Q: 3 clusters Score -3950424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -3950446.750000 Penalty: 1018.105347
	Iteration 28Q: 3 clusters Score -3950447 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 71608 members 
Entering Unmasked Estep 
Score: -3950457.000000 Penalty: 1018.105347
	Iteration 29Q: 3 clusters Score -3950457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -3950466.750000 Penalty: 1018.105347
	Iteration 30Q: 3 clusters Score -3950467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -3950467.000000 Penalty: 1018.105347
	Iteration 31Q: 3 clusters Score -3950467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -3950468.750000 Penalty: 1018.105347
	Iteration 32Q: 3 clusters Score -3950469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -3950469.500000 Penalty: 1018.105347
	Iteration 33Q: 3 clusters Score -3950470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
Score: -3950471.750000 Penalty: 1018.105347
	Iteration 34Q: 3 clusters Score -3950472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -3950472.750000 Penalty: 1018.105347
	Iteration 35Q: 3 clusters Score -3950473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -3950476.500000 Penalty: 1018.105347
	Iteration 36Q: 3 clusters Score -3950476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -3950476.750000 Penalty: 1018.105347
	Iteration 37Q: 3 clusters Score -3950477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 71746 members 
Entering Unmasked Estep 
Score: -3950481.750000 Penalty: 1018.105347
	Iteration 38Q: 3 clusters Score -3950482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -3950481.000000 Penalty: 1018.105347
	Iteration 39Q: 3 clusters Score -3950481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -3950486.000000 Penalty: 1018.105347
	Iteration 40F: 3 clusters Score -3950486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -3950486.500000 Penalty: 1018.105347
	Iteration 41Q: 3 clusters Score -3950486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -3950484.750000 Penalty: 1018.105347
	Iteration 42Q: 3 clusters Score -3950485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -3950483.000000 Penalty: 1018.105347
	Iteration 43Q: 3 clusters Score -3950483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -3950486.250000 Penalty: 1018.105347
	Iteration 44Q: 3 clusters Score -3950486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -3950484.750000 Penalty: 1018.105347
	Iteration 45Q: 3 clusters Score -3950485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -3950485.250000 Penalty: 1018.105347
	Iteration 46Q: 3 clusters Score -3950485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -3950487.750000 Penalty: 1018.105347
	Iteration 47Q: 3 clusters Score -3950488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -3950484.000000 Penalty: 1018.105347
	Iteration 48Q: 3 clusters Score -3950484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -3950488.500000 Penalty: 1018.105347
	Iteration 49Q: 3 clusters Score -3950488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 71776 members 
Entering Unmasked Estep 
Score: -3950485.750000 Penalty: 1018.105347
	Iteration 50Q: 3 clusters Score -3950486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -3950490.250000 Penalty: 1018.105347
	Iteration 51Q: 3 clusters Score -3950490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -3950494.500000 Penalty: 1018.105347
	Iteration 52Q: 3 clusters Score -3950494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 71789 members 
Entering Unmasked Estep 
Score: -3950498.000000 Penalty: 1018.105347
	Iteration 53Q: 3 clusters Score -3950498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -3950495.500000 Penalty: 1018.105347
	Iteration 54Q: 3 clusters Score -3950496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -3950498.750000 Penalty: 1018.105347
	Iteration 55Q: 3 clusters Score -3950499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 71808 members 
Entering Unmasked Estep 
Score: -3950499.000000 Penalty: 1018.105347
	Iteration 56Q: 3 clusters Score -3950499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 71816 members 
Entering Unmasked Estep 
Score: -3950504.000000 Penalty: 1018.105347
	Iteration 57Q: 3 clusters Score -3950504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 71829 members 
Entering Unmasked Estep 
Score: -3950512.000000 Penalty: 1018.105347
	Iteration 58Q: 3 clusters Score -3950512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 71840 members 
Entering Unmasked Estep 
Score: -3950513.500000 Penalty: 1018.105347
	Iteration 59Q: 3 clusters Score -3950514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -3950519.500000 Penalty: 1018.105347
	Iteration 60F: 3 clusters Score -3950520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 71856 members 
Entering Unmasked Estep 
Score: -3950520.500000 Penalty: 1018.105347
	Iteration 61Q: 3 clusters Score -3950520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 71863 members 
Entering Unmasked Estep 
Score: -3950525.250000 Penalty: 1018.105347
	Iteration 62Q: 3 clusters Score -3950525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 71870 members 
Entering Unmasked Estep 
Score: -3950525.500000 Penalty: 1018.105347
	Iteration 63Q: 3 clusters Score -3950526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -3950527.000000 Penalty: 1018.105347
	Iteration 64Q: 3 clusters Score -3950527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -3950536.000000 Penalty: 1018.105347
	Iteration 65Q: 3 clusters Score -3950536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 71896 members 
Entering Unmasked Estep 
Score: -3950541.750000 Penalty: 1018.105347
	Iteration 66Q: 3 clusters Score -3950542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -3950545.500000 Penalty: 1018.105347
	Iteration 67Q: 3 clusters Score -3950546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 71910 members 
Entering Unmasked Estep 
Score: -3950548.750000 Penalty: 1018.105347
	Iteration 68Q: 3 clusters Score -3950549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -3950558.500000 Penalty: 1018.105347
	Iteration 69Q: 3 clusters Score -3950558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 71922 members 
Entering Unmasked Estep 
Score: -3950560.250000 Penalty: 1018.105347
	Iteration 70Q: 3 clusters Score -3950560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -3950559.250000 Penalty: 1018.105347
	Iteration 71Q: 3 clusters Score -3950559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -3950558.750000 Penalty: 1018.105347
	Iteration 72Q: 3 clusters Score -3950559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -3950558.250000 Penalty: 1018.105347
	Iteration 73Q: 3 clusters Score -3950558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -3950558.250000 Penalty: 1018.105347
	Iteration 74F: 3 clusters Score -3950558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Entering Unmasked Estep 
Score: -199315.171875 Penalty: 376.749268
	Iteration 0F: 2 clusters Score -199315.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -196651.500000 Penalty: 753.498535
	Iteration 0F: 3 clusters Score -196651.5 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -197734.812500 Penalty: 753.498535
	Iteration 1F: 3 clusters Score -197734.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -197942.781250 Penalty: 753.498535
	Iteration 2F: 3 clusters Score -197942.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -198112.609375 Penalty: 753.498535
	Iteration 3F: 3 clusters Score -198112.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -198282.296875 Penalty: 753.498535
	Iteration 4F: 3 clusters Score -198282.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -198448.562500 Penalty: 753.498535
	Iteration 5Q: 3 clusters Score -198448.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -198607.718750 Penalty: 753.498535
	Iteration 6Q: 3 clusters Score -198607.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -198718.687500 Penalty: 753.498535
	Iteration 7Q: 3 clusters Score -198718.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -198791.703125 Penalty: 753.498535
	Iteration 8Q: 3 clusters Score -198791.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -198840.828125 Penalty: 753.498535
	Iteration 9Q: 3 clusters Score -198840.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -198870.390625 Penalty: 753.498535
	Iteration 10Q: 3 clusters Score -198870.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -198898.953125 Penalty: 753.498535
	Iteration 11Q: 3 clusters Score -198899 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -198923.328125 Penalty: 753.498535
	Iteration 12Q: 3 clusters Score -198923.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -198945.515625 Penalty: 753.498535
	Iteration 13Q: 3 clusters Score -198945.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -198972.203125 Penalty: 753.498535
	Iteration 14Q: 3 clusters Score -198972.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -198992.281250 Penalty: 753.498535
	Iteration 15Q: 3 clusters Score -198992.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -199009.593750 Penalty: 753.498535
	Iteration 16Q: 3 clusters Score -199009.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -199027.515625 Penalty: 753.498535
	Iteration 17Q: 3 clusters Score -199027.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -199041.421875 Penalty: 753.498535
	Iteration 18Q: 3 clusters Score -199041.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -199050.937500 Penalty: 753.498535
	Iteration 19Q: 3 clusters Score -199050.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -199054.359375 Penalty: 753.498535
	Iteration 20F: 3 clusters Score -199054.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -199055.328125 Penalty: 753.498535
	Iteration 21Q: 3 clusters Score -199055.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -199056.203125 Penalty: 753.498535
	Iteration 22Q: 3 clusters Score -199056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -199056.046875 Penalty: 753.498535
	Iteration 23Q: 3 clusters Score -199056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -199056.359375 Penalty: 753.498535
	Iteration 24Q: 3 clusters Score -199056.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -199056.406250 Penalty: 753.498535
	Iteration 25Q: 3 clusters Score -199056.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -199056.609375 Penalty: 753.498535
	Iteration 26Q: 3 clusters Score -199056.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -199056.250000 Penalty: 753.498535
	Iteration 27Q: 3 clusters Score -199056.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -199056.656250 Penalty: 753.498535
	Iteration 28Q: 3 clusters Score -199056.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -199056.687500 Penalty: 753.498535
	Iteration 29Q: 3 clusters Score -199056.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -199056.687500 Penalty: 753.498535
	Iteration 30F: 3 clusters Score -199056.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -8811.946289 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -8811.946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8525.506836 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -8525.507 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8577.717773 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -8577.718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8595.408203 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -8595.408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8601.921875 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -8601.922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8604.794922 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -8604.795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8605.518555 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -8605.519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8606.556641 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -8606.557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8606.556641 Penalty: 477.479187
	Iteration 7F: 3 clusters Score -8606.557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Entering Unmasked Estep 
Score: -195108.109375 Penalty: 373.832031
	Iteration 0F: 2 clusters Score -195108.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -192584.828125 Penalty: 747.664062
	Iteration 0F: 3 clusters Score -192584.8 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -193549.031250 Penalty: 747.664062
	Iteration 1F: 3 clusters Score -193549 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -193734.890625 Penalty: 747.664062
	Iteration 2F: 3 clusters Score -193734.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -193946.375000 Penalty: 747.664062
	Iteration 3F: 3 clusters Score -193946.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -194145.312500 Penalty: 747.664062
	Iteration 4F: 3 clusters Score -194145.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -194324.500000 Penalty: 747.664062
	Iteration 5Q: 3 clusters Score -194324.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -194449.859375 Penalty: 747.664062
	Iteration 6Q: 3 clusters Score -194449.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -194535.437500 Penalty: 747.664062
	Iteration 7Q: 3 clusters Score -194535.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -194584.828125 Penalty: 747.664062
	Iteration 8Q: 3 clusters Score -194584.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -194631.828125 Penalty: 747.664062
	Iteration 9Q: 3 clusters Score -194631.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -194668.406250 Penalty: 747.664062
	Iteration 10Q: 3 clusters Score -194668.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -194702.062500 Penalty: 747.664062
	Iteration 11Q: 3 clusters Score -194702.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -194725.031250 Penalty: 747.664062
	Iteration 12Q: 3 clusters Score -194725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -194743.234375 Penalty: 747.664062
	Iteration 13Q: 3 clusters Score -194743.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -194766.656250 Penalty: 747.664062
	Iteration 14Q: 3 clusters Score -194766.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -194790.687500 Penalty: 747.664062
	Iteration 15Q: 3 clusters Score -194790.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -194809.125000 Penalty: 747.664062
	Iteration 16Q: 3 clusters Score -194809.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -194822.375000 Penalty: 747.664062
	Iteration 17Q: 3 clusters Score -194822.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -194835.671875 Penalty: 747.664062
	Iteration 18Q: 3 clusters Score -194835.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -194846.062500 Penalty: 747.664062
	Iteration 19Q: 3 clusters Score -194846.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -194851.968750 Penalty: 747.664062
	Iteration 20F: 3 clusters Score -194852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -194855.515625 Penalty: 747.664062
	Iteration 21Q: 3 clusters Score -194855.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -194857.953125 Penalty: 747.664062
	Iteration 22Q: 3 clusters Score -194858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -194861.046875 Penalty: 747.664062
	Iteration 23Q: 3 clusters Score -194861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -194863.953125 Penalty: 747.664062
	Iteration 24Q: 3 clusters Score -194864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -194867.078125 Penalty: 747.664062
	Iteration 25Q: 3 clusters Score -194867.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -194871.484375 Penalty: 747.664062
	Iteration 26Q: 3 clusters Score -194871.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -194874.015625 Penalty: 747.664062
	Iteration 27Q: 3 clusters Score -194874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -194875.390625 Penalty: 747.664062
	Iteration 28Q: 3 clusters Score -194875.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -194875.218750 Penalty: 747.664062
	Iteration 29Q: 3 clusters Score -194875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -194875.218750 Penalty: 747.664062
	Iteration 30F: 3 clusters Score -194875.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Entering Unmasked Estep 
Score: -2718691.250000 Penalty: 491.639008
	Iteration 0F: 2 clusters Score -2718691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -2685774.250000 Penalty: 983.278015
	Iteration 0F: 3 clusters Score -2685774 nChanged 23859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -2702428.500000 Penalty: 983.278015
	Iteration 1F: 3 clusters Score -2702428 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -2705180.000000 Penalty: 983.278015
	Iteration 2F: 3 clusters Score -2705180 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -2708945.750000 Penalty: 983.278015
	Iteration 3F: 3 clusters Score -2708946 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -2712991.250000 Penalty: 983.278015
	Iteration 4F: 3 clusters Score -2712991 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -2715433.000000 Penalty: 983.278015
	Iteration 5F: 3 clusters Score -2715433 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -2716209.250000 Penalty: 983.278015
	Iteration 6Q: 3 clusters Score -2716209 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -2716531.250000 Penalty: 983.278015
	Iteration 7Q: 3 clusters Score -2716531 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -2716758.000000 Penalty: 983.278015
	Iteration 8Q: 3 clusters Score -2716758 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -2716953.750000 Penalty: 983.278015
	Iteration 9Q: 3 clusters Score -2716954 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -2717122.250000 Penalty: 983.278015
	Iteration 10Q: 3 clusters Score -2717122 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -2717248.000000 Penalty: 983.278015
	Iteration 11Q: 3 clusters Score -2717248 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -2717360.250000 Penalty: 983.278015
	Iteration 12Q: 3 clusters Score -2717360 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -2717452.000000 Penalty: 983.278015
	Iteration 13Q: 3 clusters Score -2717452 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -2717540.000000 Penalty: 983.278015
	Iteration 14Q: 3 clusters Score -2717540 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -2717613.500000 Penalty: 983.278015
	Iteration 15Q: 3 clusters Score -2717614 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -2717705.750000 Penalty: 983.278015
	Iteration 16Q: 3 clusters Score -2717706 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -2717762.750000 Penalty: 983.278015
	Iteration 17Q: 3 clusters Score -2717763 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -2717818.750000 Penalty: 983.278015
	Iteration 18Q: 3 clusters Score -2717819 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -2717890.750000 Penalty: 983.278015
	Iteration 19Q: 3 clusters Score -2717891 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -2717937.250000 Penalty: 983.278015
	Iteration 20F: 3 clusters Score -2717937 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -2717991.000000 Penalty: 983.278015
	Iteration 21Q: 3 clusters Score -2717991 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -2718039.000000 Penalty: 983.278015
	Iteration 22Q: 3 clusters Score -2718039 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -2718097.750000 Penalty: 983.278015
	Iteration 23Q: 3 clusters Score -2718098 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -2718137.500000 Penalty: 983.278015
	Iteration 24Q: 3 clusters Score -2718138 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -2718189.000000 Penalty: 983.278015
	Iteration 25Q: 3 clusters Score -2718189 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -2718235.250000 Penalty: 983.278015
	Iteration 26Q: 3 clusters Score -2718235 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -2718269.750000 Penalty: 983.278015
	Iteration 27Q: 3 clusters Score -2718270 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -2718311.500000 Penalty: 983.278015
	Iteration 28Q: 3 clusters Score -2718312 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -2718325.000000 Penalty: 983.278015
	Iteration 29Q: 3 clusters Score -2718325 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -2718351.250000 Penalty: 983.278015
	Iteration 30Q: 3 clusters Score -2718351 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -2718367.750000 Penalty: 983.278015
	Iteration 31Q: 3 clusters Score -2718368 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -2718405.500000 Penalty: 983.278015
	Iteration 32Q: 3 clusters Score -2718406 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -2718418.000000 Penalty: 983.278015
	Iteration 33Q: 3 clusters Score -2718418 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -2718450.750000 Penalty: 983.278015
	Iteration 34Q: 3 clusters Score -2718451 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -2718477.250000 Penalty: 983.278015
	Iteration 35Q: 3 clusters Score -2718477 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -2718526.750000 Penalty: 983.278015
	Iteration 36Q: 3 clusters Score -2718527 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -2718559.750000 Penalty: 983.278015
	Iteration 37Q: 3 clusters Score -2718560 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -2718591.000000 Penalty: 983.278015
	Iteration 38Q: 3 clusters Score -2718591 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -2718620.000000 Penalty: 983.278015
	Iteration 39Q: 3 clusters Score -2718620 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -2718643.000000 Penalty: 983.278015
	Iteration 40F: 3 clusters Score -2718643 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -2718658.500000 Penalty: 983.278015
	Iteration 41Q: 3 clusters Score -2718658 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -2718678.250000 Penalty: 983.278015
	Iteration 42Q: 3 clusters Score -2718678 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -2718694.000000 Penalty: 983.278015
	Iteration 43Q: 3 clusters Score -2718694 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -2718713.250000 Penalty: 983.278015
	Iteration 44Q: 3 clusters Score -2718713 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -2718711.000000 Penalty: 983.278015
	Iteration 45Q: 3 clusters Score -2718711 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -2718722.750000 Penalty: 983.278015
	Iteration 46Q: 3 clusters Score -2718723 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -2718742.750000 Penalty: 983.278015
	Iteration 47Q: 3 clusters Score -2718743 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -2718770.750000 Penalty: 983.278015
	Iteration 48Q: 3 clusters Score -2718771 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -2718782.500000 Penalty: 983.278015
	Iteration 49Q: 3 clusters Score -2718782 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -2718795.000000 Penalty: 983.278015
	Iteration 50Q: 3 clusters Score -2718795 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -2718814.000000 Penalty: 983.278015
	Iteration 51Q: 3 clusters Score -2718814 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -2718824.750000 Penalty: 983.278015
	Iteration 52Q: 3 clusters Score -2718825 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -2718829.500000 Penalty: 983.278015
	Iteration 53Q: 3 clusters Score -2718830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -2718835.250000 Penalty: 983.278015
	Iteration 54Q: 3 clusters Score -2718835 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -2718840.250000 Penalty: 983.278015
	Iteration 55Q: 3 clusters Score -2718840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -2718843.000000 Penalty: 983.278015
	Iteration 56Q: 3 clusters Score -2718843 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -2718852.750000 Penalty: 983.278015
	Iteration 57Q: 3 clusters Score -2718853 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -2718866.250000 Penalty: 983.278015
	Iteration 58Q: 3 clusters Score -2718866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -2718880.750000 Penalty: 983.278015
	Iteration 59Q: 3 clusters Score -2718881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -2718886.750000 Penalty: 983.278015
	Iteration 60F: 3 clusters Score -2718887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -2718890.250000 Penalty: 983.278015
	Iteration 61Q: 3 clusters Score -2718890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -2718891.250000 Penalty: 983.278015
	Iteration 62Q: 3 clusters Score -2718891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -2718890.000000 Penalty: 983.278015
	Iteration 63Q: 3 clusters Score -2718890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -2718895.750000 Penalty: 983.278015
	Iteration 64Q: 3 clusters Score -2718896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -2718902.500000 Penalty: 983.278015
	Iteration 65Q: 3 clusters Score -2718902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -2718900.500000 Penalty: 983.278015
	Iteration 66Q: 3 clusters Score -2718900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -2718899.750000 Penalty: 983.278015
	Iteration 67Q: 3 clusters Score -2718900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -2718897.250000 Penalty: 983.278015
	Iteration 68Q: 3 clusters Score -2718897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -2718894.250000 Penalty: 983.278015
	Iteration 69Q: 3 clusters Score -2718894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -2718892.000000 Penalty: 983.278015
	Iteration 70Q: 3 clusters Score -2718892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -2718894.250000 Penalty: 983.278015
	Iteration 71Q: 3 clusters Score -2718894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -2718891.000000 Penalty: 983.278015
	Iteration 72Q: 3 clusters Score -2718891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -2718888.750000 Penalty: 983.278015
	Iteration 73Q: 3 clusters Score -2718889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -2718890.250000 Penalty: 983.278015
	Iteration 74Q: 3 clusters Score -2718890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -2718889.750000 Penalty: 983.278015
	Iteration 75Q: 3 clusters Score -2718890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -2718889.500000 Penalty: 983.278015
	Iteration 76Q: 3 clusters Score -2718890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -2718888.750000 Penalty: 983.278015
	Iteration 77Q: 3 clusters Score -2718889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -2718891.500000 Penalty: 983.278015
	Iteration 78Q: 3 clusters Score -2718892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -2718892.500000 Penalty: 983.278015
	Iteration 79Q: 3 clusters Score -2718892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -2718893.000000 Penalty: 983.278015
	Iteration 80F: 3 clusters Score -2718893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 457 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3322 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 72256 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 1756 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49303 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24644 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 309113 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Mstep: Class 35 contains 47523 members 
Entering Unmasked Estep 
Score: -27460966.000000 Penalty: 21005.037109
Splitting cluster 12 changes total score from -27460784.000000 to -27460966.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 13 (4538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Entering Unmasked Estep 
Score: -222742.312500 Penalty: 383.120972
	Iteration 0F: 2 clusters Score -222742.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -219624.343750 Penalty: 766.241943
	Iteration 0F: 3 clusters Score -219624.3 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -220826.984375 Penalty: 766.241943
	Iteration 1F: 3 clusters Score -220827 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -220929.296875 Penalty: 766.241943
	Iteration 2F: 3 clusters Score -220929.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -221033.703125 Penalty: 766.241943
	Iteration 3F: 3 clusters Score -221033.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -221178.640625 Penalty: 766.241943
	Iteration 4F: 3 clusters Score -221178.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -221339.171875 Penalty: 766.241943
	Iteration 5F: 3 clusters Score -221339.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -221551.968750 Penalty: 766.241943
	Iteration 6F: 3 clusters Score -221552 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -221758.875000 Penalty: 766.241943
	Iteration 7F: 3 clusters Score -221758.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -221902.203125 Penalty: 766.241943
	Iteration 8F: 3 clusters Score -221902.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -221980.046875 Penalty: 766.241943
	Iteration 9Q: 3 clusters Score -221980 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -222021.703125 Penalty: 766.241943
	Iteration 10Q: 3 clusters Score -222021.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -222053.343750 Penalty: 766.241943
	Iteration 11Q: 3 clusters Score -222053.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -222072.468750 Penalty: 766.241943
	Iteration 12Q: 3 clusters Score -222072.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -222088.250000 Penalty: 766.241943
	Iteration 13Q: 3 clusters Score -222088.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -222103.343750 Penalty: 766.241943
	Iteration 14Q: 3 clusters Score -222103.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -222110.562500 Penalty: 766.241943
	Iteration 15Q: 3 clusters Score -222110.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -222113.531250 Penalty: 766.241943
	Iteration 16Q: 3 clusters Score -222113.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -222115.843750 Penalty: 766.241943
	Iteration 17Q: 3 clusters Score -222115.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -222117.671875 Penalty: 766.241943
	Iteration 18Q: 3 clusters Score -222117.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -222119.500000 Penalty: 766.241943
	Iteration 19Q: 3 clusters Score -222119.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -222120.375000 Penalty: 766.241943
	Iteration 20F: 3 clusters Score -222120.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -222120.968750 Penalty: 766.241943
	Iteration 21Q: 3 clusters Score -222121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -222121.062500 Penalty: 766.241943
	Iteration 22Q: 3 clusters Score -222121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -222120.968750 Penalty: 766.241943
	Iteration 23Q: 3 clusters Score -222121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -222120.796875 Penalty: 766.241943
	Iteration 24Q: 3 clusters Score -222120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -222120.796875 Penalty: 766.241943
	Iteration 25F: 3 clusters Score -222120.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -29879.380859 Penalty: 294.632202
	Iteration 0F: 2 clusters Score -29879.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -29312.839844 Penalty: 589.264404
	Iteration 0F: 3 clusters Score -29312.84 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -29470.546875 Penalty: 589.264404
	Iteration 1F: 3 clusters Score -29470.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29492.474609 Penalty: 589.264404
	Iteration 2F: 3 clusters Score -29492.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29504.666016 Penalty: 589.264404
	Iteration 3Q: 3 clusters Score -29504.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29514.843750 Penalty: 589.264404
	Iteration 4Q: 3 clusters Score -29514.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29529.460938 Penalty: 589.264404
	Iteration 5Q: 3 clusters Score -29529.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29548.318359 Penalty: 589.264404
	Iteration 6Q: 3 clusters Score -29548.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29560.421875 Penalty: 589.264404
	Iteration 7Q: 3 clusters Score -29560.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29570.833984 Penalty: 589.264404
	Iteration 8Q: 3 clusters Score -29570.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29578.050781 Penalty: 589.264404
	Iteration 9Q: 3 clusters Score -29578.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29580.648438 Penalty: 589.264404
	Iteration 10Q: 3 clusters Score -29580.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29582.501953 Penalty: 589.264404
	Iteration 11Q: 3 clusters Score -29582.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29583.474609 Penalty: 589.264404
	Iteration 12Q: 3 clusters Score -29583.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29584.984375 Penalty: 589.264404
	Iteration 13Q: 3 clusters Score -29584.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29584.984375 Penalty: 589.264404
	Iteration 14F: 3 clusters Score -29584.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Entering Unmasked Estep 
Score: -2486020.750000 Penalty: 491.661194
	Iteration 0F: 2 clusters Score -2486021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -2452952.750000 Penalty: 983.322388
	Iteration 0F: 3 clusters Score -2452953 nChanged 23823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -2467380.500000 Penalty: 983.322388
	Iteration 1F: 3 clusters Score -2467380 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -2468552.750000 Penalty: 983.322388
	Iteration 2F: 3 clusters Score -2468553 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -2470734.000000 Penalty: 983.322388
	Iteration 3F: 3 clusters Score -2470734 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -2474403.250000 Penalty: 983.322388
	Iteration 4F: 3 clusters Score -2474403 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -2479304.500000 Penalty: 983.322388
	Iteration 5F: 3 clusters Score -2479304 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -2483319.500000 Penalty: 983.322388
	Iteration 6F: 3 clusters Score -2483320 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -2485076.750000 Penalty: 983.322388
	Iteration 7Q: 3 clusters Score -2485077 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -2485464.750000 Penalty: 983.322388
	Iteration 8Q: 3 clusters Score -2485465 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -2485542.250000 Penalty: 983.322388
	Iteration 9Q: 3 clusters Score -2485542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -2485569.500000 Penalty: 983.322388
	Iteration 10Q: 3 clusters Score -2485570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -2485576.250000 Penalty: 983.322388
	Iteration 11Q: 3 clusters Score -2485576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -2485578.250000 Penalty: 983.322388
	Iteration 12Q: 3 clusters Score -2485578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -2485579.000000 Penalty: 983.322388
	Iteration 13Q: 3 clusters Score -2485579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -2485579.000000 Penalty: 983.322388
	Iteration 14F: 3 clusters Score -2485579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -14410.291016 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -14410.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14053.101562 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -14053.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14159.151367 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -14159.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14176.371094 Penalty: 526.328125
	Iteration 2F: 3 clusters Score -14176.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14192.597656 Penalty: 526.328125
	Iteration 3Q: 3 clusters Score -14192.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14207.023438 Penalty: 526.328125
	Iteration 4Q: 3 clusters Score -14207.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14211.231445 Penalty: 526.328125
	Iteration 5Q: 3 clusters Score -14211.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14214.199219 Penalty: 526.328125
	Iteration 6Q: 3 clusters Score -14214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14218.898438 Penalty: 526.328125
	Iteration 7Q: 3 clusters Score -14218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14222.236328 Penalty: 526.328125
	Iteration 8Q: 3 clusters Score -14222.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14227.203125 Penalty: 526.328125
	Iteration 9Q: 3 clusters Score -14227.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14227.203125 Penalty: 526.328125
	Iteration 10F: 3 clusters Score -14227.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -26048.283203 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -26048.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25555.931641 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -25555.93 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25661.650391 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -25661.65 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25702.322266 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -25702.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25745.509766 Penalty: 569.795776
	Iteration 3F: 3 clusters Score -25745.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25773.925781 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -25773.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25794.818359 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -25794.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25813.154297 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -25813.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25833.087891 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -25833.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25844.787109 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -25844.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25851.322266 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -25851.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25851.945312 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -25851.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25853.091797 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -25853.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25854.021484 Penalty: 569.795776
	Iteration 12Q: 3 clusters Score -25854.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25856.027344 Penalty: 569.795776
	Iteration 13Q: 3 clusters Score -25856.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25857.726562 Penalty: 569.795776
	Iteration 14Q: 3 clusters Score -25857.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25859.511719 Penalty: 569.795776
	Iteration 15Q: 3 clusters Score -25859.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25860.667969 Penalty: 569.795776
	Iteration 16Q: 3 clusters Score -25860.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25861.771484 Penalty: 569.795776
	Iteration 17Q: 3 clusters Score -25861.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25862.314453 Penalty: 569.795776
	Iteration 18Q: 3 clusters Score -25862.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25862.457031 Penalty: 569.795776
	Iteration 19Q: 3 clusters Score -25862.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25862.728516 Penalty: 569.795776
	Iteration 20F: 3 clusters Score -25862.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -54242.765625 Penalty: 316.868164
	Iteration 0F: 2 clusters Score -54242.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -53392.207031 Penalty: 633.736328
	Iteration 0F: 3 clusters Score -53392.21 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -53644.511719 Penalty: 633.736328
	Iteration 1F: 3 clusters Score -53644.51 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -53692.285156 Penalty: 633.736328
	Iteration 2F: 3 clusters Score -53692.29 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -53723.445312 Penalty: 633.736328
	Iteration 3Q: 3 clusters Score -53723.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -53752.957031 Penalty: 633.736328
	Iteration 4Q: 3 clusters Score -53752.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -53774.664062 Penalty: 633.736328
	Iteration 5Q: 3 clusters Score -53774.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -53785.714844 Penalty: 633.736328
	Iteration 6Q: 3 clusters Score -53785.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -53796.875000 Penalty: 633.736328
	Iteration 7Q: 3 clusters Score -53796.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -53813.824219 Penalty: 633.736328
	Iteration 8Q: 3 clusters Score -53813.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -53827.175781 Penalty: 633.736328
	Iteration 9Q: 3 clusters Score -53827.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -53840.960938 Penalty: 633.736328
	Iteration 10Q: 3 clusters Score -53840.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -53846.757812 Penalty: 633.736328
	Iteration 11Q: 3 clusters Score -53846.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -53852.460938 Penalty: 633.736328
	Iteration 12Q: 3 clusters Score -53852.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -53858.683594 Penalty: 633.736328
	Iteration 13Q: 3 clusters Score -53858.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -53862.574219 Penalty: 633.736328
	Iteration 14Q: 3 clusters Score -53862.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -53865.625000 Penalty: 633.736328
	Iteration 15Q: 3 clusters Score -53865.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -53872.855469 Penalty: 633.736328
	Iteration 16Q: 3 clusters Score -53872.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -53880.488281 Penalty: 633.736328
	Iteration 17Q: 3 clusters Score -53880.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -53887.355469 Penalty: 633.736328
	Iteration 18Q: 3 clusters Score -53887.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -53898.425781 Penalty: 633.736328
	Iteration 19Q: 3 clusters Score -53898.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -53909.226562 Penalty: 633.736328
	Iteration 20F: 3 clusters Score -53909.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -53916.175781 Penalty: 633.736328
	Iteration 21Q: 3 clusters Score -53916.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -53919.042969 Penalty: 633.736328
	Iteration 22Q: 3 clusters Score -53919.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -53921.851562 Penalty: 633.736328
	Iteration 23Q: 3 clusters Score -53921.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -53922.304688 Penalty: 633.736328
	Iteration 24Q: 3 clusters Score -53922.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -53923.886719 Penalty: 633.736328
	Iteration 25Q: 3 clusters Score -53923.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -53927.257812 Penalty: 633.736328
	Iteration 26Q: 3 clusters Score -53927.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -53932.570312 Penalty: 633.736328
	Iteration 27Q: 3 clusters Score -53932.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -53939.246094 Penalty: 633.736328
	Iteration 28Q: 3 clusters Score -53939.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -53949.812500 Penalty: 633.736328
	Iteration 29Q: 3 clusters Score -53949.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -53953.503906 Penalty: 633.736328
	Iteration 30Q: 3 clusters Score -53953.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -53959.429688 Penalty: 633.736328
	Iteration 31Q: 3 clusters Score -53959.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -53967.386719 Penalty: 633.736328
	Iteration 32Q: 3 clusters Score -53967.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -53969.492188 Penalty: 633.736328
	Iteration 33Q: 3 clusters Score -53969.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -53969.953125 Penalty: 633.736328
	Iteration 34Q: 3 clusters Score -53969.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -53969.953125 Penalty: 633.736328
	Iteration 35F: 3 clusters Score -53969.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7066.568359 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7066.568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6824.515137 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -6824.515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6864.975586 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -6864.976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6875.655273 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -6875.655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6880.947754 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -6880.948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6880.947754 Penalty: 454.746338
	Iteration 4F: 3 clusters Score -6880.948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -19135.025391 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -19135.03 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 199 members 
Entering Unmasked Estep 
Score: -18717.837891 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -18717.84 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18836.656250 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -18836.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18864.107422 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -18864.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18887.027344 Penalty: 550.525757
	Iteration 3F: 3 clusters Score -18887.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18898.333984 Penalty: 550.525757
	Iteration 4Q: 3 clusters Score -18898.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18904.021484 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -18904.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18908.542969 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -18908.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18911.212891 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -18911.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18913.822266 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -18913.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18916.027344 Penalty: 550.525757
	Iteration 9Q: 3 clusters Score -18916.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18918.794922 Penalty: 550.525757
	Iteration 10Q: 3 clusters Score -18918.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18919.849609 Penalty: 550.525757
	Iteration 11Q: 3 clusters Score -18919.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18924.289062 Penalty: 550.525757
	Iteration 12Q: 3 clusters Score -18924.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18927.359375 Penalty: 550.525757
	Iteration 13Q: 3 clusters Score -18927.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18930.333984 Penalty: 550.525757
	Iteration 14Q: 3 clusters Score -18930.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18932.294922 Penalty: 550.525757
	Iteration 15Q: 3 clusters Score -18932.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18934.292969 Penalty: 550.525757
	Iteration 16Q: 3 clusters Score -18934.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18934.292969 Penalty: 550.525757
	Iteration 17F: 3 clusters Score -18934.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -66227.234375 Penalty: 325.142303
	Iteration 0F: 2 clusters Score -66227.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -65246.070312 Penalty: 650.284607
	Iteration 0F: 3 clusters Score -65246.07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -65551.273438 Penalty: 650.284607
	Iteration 1F: 3 clusters Score -65551.27 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -65605.242188 Penalty: 650.284607
	Iteration 2F: 3 clusters Score -65605.24 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -65636.125000 Penalty: 650.284607
	Iteration 3Q: 3 clusters Score -65636.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -65661.312500 Penalty: 650.284607
	Iteration 4Q: 3 clusters Score -65661.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -65685.445312 Penalty: 650.284607
	Iteration 5Q: 3 clusters Score -65685.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -65705.210938 Penalty: 650.284607
	Iteration 6Q: 3 clusters Score -65705.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -65726.234375 Penalty: 650.284607
	Iteration 7Q: 3 clusters Score -65726.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -65740.187500 Penalty: 650.284607
	Iteration 8Q: 3 clusters Score -65740.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -65754.375000 Penalty: 650.284607
	Iteration 9Q: 3 clusters Score -65754.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -65771.140625 Penalty: 650.284607
	Iteration 10Q: 3 clusters Score -65771.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -65791.937500 Penalty: 650.284607
	Iteration 11Q: 3 clusters Score -65791.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -65819.406250 Penalty: 650.284607
	Iteration 12Q: 3 clusters Score -65819.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -65846.703125 Penalty: 650.284607
	Iteration 13Q: 3 clusters Score -65846.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -65862.601562 Penalty: 650.284607
	Iteration 14Q: 3 clusters Score -65862.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -65880.070312 Penalty: 650.284607
	Iteration 15Q: 3 clusters Score -65880.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -65904.179688 Penalty: 650.284607
	Iteration 16Q: 3 clusters Score -65904.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -65923.296875 Penalty: 650.284607
	Iteration 17Q: 3 clusters Score -65923.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -65939.578125 Penalty: 650.284607
	Iteration 18Q: 3 clusters Score -65939.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -65947.601562 Penalty: 650.284607
	Iteration 19Q: 3 clusters Score -65947.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -65953.093750 Penalty: 650.284607
	Iteration 20F: 3 clusters Score -65953.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -65956.187500 Penalty: 650.284607
	Iteration 21Q: 3 clusters Score -65956.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -65962.851562 Penalty: 650.284607
	Iteration 22Q: 3 clusters Score -65962.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -65967.296875 Penalty: 650.284607
	Iteration 23Q: 3 clusters Score -65967.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -65970.976562 Penalty: 650.284607
	Iteration 24Q: 3 clusters Score -65970.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -65972.062500 Penalty: 650.284607
	Iteration 25Q: 3 clusters Score -65972.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -65974.585938 Penalty: 650.284607
	Iteration 26Q: 3 clusters Score -65974.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -65978.234375 Penalty: 650.284607
	Iteration 27Q: 3 clusters Score -65978.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -65980.445312 Penalty: 650.284607
	Iteration 28Q: 3 clusters Score -65980.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -65985.593750 Penalty: 650.284607
	Iteration 29Q: 3 clusters Score -65985.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -65987.882812 Penalty: 650.284607
	Iteration 30Q: 3 clusters Score -65987.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -65989.554688 Penalty: 650.284607
	Iteration 31Q: 3 clusters Score -65989.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -65992.125000 Penalty: 650.284607
	Iteration 32Q: 3 clusters Score -65992.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -65993.101562 Penalty: 650.284607
	Iteration 33Q: 3 clusters Score -65993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -65993.906250 Penalty: 650.284607
	Iteration 34Q: 3 clusters Score -65993.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -65993.906250 Penalty: 650.284607
	Iteration 35F: 3 clusters Score -65993.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -19482.322266 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -19482.32 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 194 members 
Entering Unmasked Estep 
Score: -19033.521484 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -19033.52 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19128.988281 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -19128.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19154.720703 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -19154.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19165.341797 Penalty: 550.310913
	Iteration 3Q: 3 clusters Score -19165.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19179.484375 Penalty: 550.310913
	Iteration 4Q: 3 clusters Score -19179.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19197.232422 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -19197.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19205.294922 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -19205.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19214.720703 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -19214.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19227.023438 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -19227.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19232.746094 Penalty: 550.310913
	Iteration 9Q: 3 clusters Score -19232.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19235.496094 Penalty: 550.310913
	Iteration 10Q: 3 clusters Score -19235.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19240.486328 Penalty: 550.310913
	Iteration 11Q: 3 clusters Score -19240.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19247.943359 Penalty: 550.310913
	Iteration 12Q: 3 clusters Score -19247.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19257.781250 Penalty: 550.310913
	Iteration 13Q: 3 clusters Score -19257.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19261.525391 Penalty: 550.310913
	Iteration 14Q: 3 clusters Score -19261.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -19265.273438 Penalty: 550.310913
	Iteration 15Q: 3 clusters Score -19265.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19279.779297 Penalty: 550.310913
	Iteration 16Q: 3 clusters Score -19279.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -19285.628906 Penalty: 550.310913
	Iteration 17Q: 3 clusters Score -19285.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19288.507812 Penalty: 550.310913
	Iteration 18Q: 3 clusters Score -19288.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19288.507812 Penalty: 550.310913
	Iteration 19F: 3 clusters Score -19288.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -13121.038086 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -13121.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12785.541016 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -12785.54 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12871.587891 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -12871.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12904.264648 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -12904.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12914.142578 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -12914.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12921.200195 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -12921.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12926.865234 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -12926.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12930.075195 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -12930.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12934.634766 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -12934.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12935.872070 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -12935.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12941.036133 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -12941.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12944.092773 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -12944.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12946.079102 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -12946.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12947.671875 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -12947.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12951.715820 Penalty: 509.456421
	Iteration 13Q: 3 clusters Score -12951.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12955.133789 Penalty: 509.456421
	Iteration 14Q: 3 clusters Score -12955.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12958.316406 Penalty: 509.456421
	Iteration 15Q: 3 clusters Score -12958.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12960.258789 Penalty: 509.456421
	Iteration 16Q: 3 clusters Score -12960.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12960.258789 Penalty: 509.456421
	Iteration 17F: 3 clusters Score -12960.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -23173.695312 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -23173.7 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 271 members 
Entering Unmasked Estep 
Score: -22687.519531 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -22687.52 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22858.433594 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -22858.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -22903.333984 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -22903.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22938.484375 Penalty: 569.621948
	Iteration 3F: 3 clusters Score -22938.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22961.714844 Penalty: 569.621948
	Iteration 4Q: 3 clusters Score -22961.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -22985.242188 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -22985.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23007.011719 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -23007.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23028.101562 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -23028.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23040.587891 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -23040.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23044.470703 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -23044.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23050.867188 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -23050.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23056.136719 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -23056.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -23067.257812 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -23067.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23099.169922 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -23099.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23119.361328 Penalty: 569.621948
	Iteration 14Q: 3 clusters Score -23119.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23135.107422 Penalty: 569.621948
	Iteration 15Q: 3 clusters Score -23135.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23144.244141 Penalty: 569.621948
	Iteration 16Q: 3 clusters Score -23144.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23150.662109 Penalty: 569.621948
	Iteration 17Q: 3 clusters Score -23150.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23160.960938 Penalty: 569.621948
	Iteration 18Q: 3 clusters Score -23160.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23175.710938 Penalty: 569.621948
	Iteration 19Q: 3 clusters Score -23175.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23182.953125 Penalty: 569.621948
	Iteration 20F: 3 clusters Score -23182.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23188.402344 Penalty: 569.621948
	Iteration 21Q: 3 clusters Score -23188.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23193.406250 Penalty: 569.621948
	Iteration 22Q: 3 clusters Score -23193.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23197.980469 Penalty: 569.621948
	Iteration 23Q: 3 clusters Score -23197.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23198.353516 Penalty: 569.621948
	Iteration 24Q: 3 clusters Score -23198.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23198.710938 Penalty: 569.621948
	Iteration 25Q: 3 clusters Score -23198.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23198.792969 Penalty: 569.621948
	Iteration 26Q: 3 clusters Score -23198.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23198.792969 Penalty: 569.621948
	Iteration 27F: 3 clusters Score -23198.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 457 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3322 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 72256 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 1756 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49303 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 24644 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 309113 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Mstep: Class 35 contains 47523 members 
Mstep: Class 36 contains 248 members 
Entering Unmasked Estep 
Score: -27460694.000000 Penalty: 21605.181641
Splitting cluster 24 changes total score from -27460784.000000 to -27460694.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (24644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Entering Unmasked Estep 
Score: -1364876.125000 Penalty: 460.109131
	Iteration 0F: 2 clusters Score -1364876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1348420.250000 Penalty: 920.218262
	Iteration 0F: 3 clusters Score -1348420 nChanged 11762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1355789.500000 Penalty: 920.218262
	Iteration 1F: 3 clusters Score -1355790 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1356770.125000 Penalty: 920.218262
	Iteration 2F: 3 clusters Score -1356770 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1358148.625000 Penalty: 920.218262
	Iteration 3F: 3 clusters Score -1358149 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1359801.500000 Penalty: 920.218262
	Iteration 4F: 3 clusters Score -1359802 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1361328.750000 Penalty: 920.218262
	Iteration 5F: 3 clusters Score -1361329 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1362307.375000 Penalty: 920.218262
	Iteration 6Q: 3 clusters Score -1362307 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1362810.750000 Penalty: 920.218262
	Iteration 7Q: 3 clusters Score -1362811 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1363111.750000 Penalty: 920.218262
	Iteration 8Q: 3 clusters Score -1363112 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1363320.500000 Penalty: 920.218262
	Iteration 9Q: 3 clusters Score -1363320 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1363479.750000 Penalty: 920.218262
	Iteration 10Q: 3 clusters Score -1363480 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1363620.625000 Penalty: 920.218262
	Iteration 11Q: 3 clusters Score -1363621 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1363742.375000 Penalty: 920.218262
	Iteration 12Q: 3 clusters Score -1363742 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1363839.000000 Penalty: 920.218262
	Iteration 13Q: 3 clusters Score -1363839 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1363911.000000 Penalty: 920.218262
	Iteration 14Q: 3 clusters Score -1363911 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1363972.625000 Penalty: 920.218262
	Iteration 15Q: 3 clusters Score -1363973 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1364030.250000 Penalty: 920.218262
	Iteration 16Q: 3 clusters Score -1364030 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1364082.500000 Penalty: 920.218262
	Iteration 17Q: 3 clusters Score -1364082 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1364124.750000 Penalty: 920.218262
	Iteration 18Q: 3 clusters Score -1364125 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1364162.625000 Penalty: 920.218262
	Iteration 19Q: 3 clusters Score -1364163 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1364195.375000 Penalty: 920.218262
	Iteration 20F: 3 clusters Score -1364195 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1364219.750000 Penalty: 920.218262
	Iteration 21Q: 3 clusters Score -1364220 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1364247.500000 Penalty: 920.218262
	Iteration 22Q: 3 clusters Score -1364248 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1364276.875000 Penalty: 920.218262
	Iteration 23Q: 3 clusters Score -1364277 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1364297.875000 Penalty: 920.218262
	Iteration 24Q: 3 clusters Score -1364298 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1364331.000000 Penalty: 920.218262
	Iteration 25Q: 3 clusters Score -1364331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1364352.375000 Penalty: 920.218262
	Iteration 26Q: 3 clusters Score -1364352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1364370.000000 Penalty: 920.218262
	Iteration 27Q: 3 clusters Score -1364370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1364390.125000 Penalty: 920.218262
	Iteration 28Q: 3 clusters Score -1364390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1364407.750000 Penalty: 920.218262
	Iteration 29Q: 3 clusters Score -1364408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1364411.625000 Penalty: 920.218262
	Iteration 30Q: 3 clusters Score -1364412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1364422.250000 Penalty: 920.218262
	Iteration 31Q: 3 clusters Score -1364422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1364432.750000 Penalty: 920.218262
	Iteration 32Q: 3 clusters Score -1364433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1364454.125000 Penalty: 920.218262
	Iteration 33Q: 3 clusters Score -1364454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1364464.875000 Penalty: 920.218262
	Iteration 34Q: 3 clusters Score -1364465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1364468.250000 Penalty: 920.218262
	Iteration 35Q: 3 clusters Score -1364468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1364472.125000 Penalty: 920.218262
	Iteration 36Q: 3 clusters Score -1364472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1364476.875000 Penalty: 920.218262
	Iteration 37Q: 3 clusters Score -1364477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1364479.250000 Penalty: 920.218262
	Iteration 38Q: 3 clusters Score -1364479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1364482.000000 Penalty: 920.218262
	Iteration 39Q: 3 clusters Score -1364482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1364484.750000 Penalty: 920.218262
	Iteration 40F: 3 clusters Score -1364485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1364486.125000 Penalty: 920.218262
	Iteration 41Q: 3 clusters Score -1364486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1364486.750000 Penalty: 920.218262
	Iteration 42Q: 3 clusters Score -1364487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1364487.125000 Penalty: 920.218262
	Iteration 43Q: 3 clusters Score -1364487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1364488.750000 Penalty: 920.218262
	Iteration 44Q: 3 clusters Score -1364489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1364487.625000 Penalty: 920.218262
	Iteration 45Q: 3 clusters Score -1364488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1364488.375000 Penalty: 920.218262
	Iteration 46Q: 3 clusters Score -1364488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1364490.750000 Penalty: 920.218262
	Iteration 47Q: 3 clusters Score -1364491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1364493.000000 Penalty: 920.218262
	Iteration 48Q: 3 clusters Score -1364493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1364494.875000 Penalty: 920.218262
	Iteration 49Q: 3 clusters Score -1364495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1364498.625000 Penalty: 920.218262
	Iteration 50Q: 3 clusters Score -1364499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1364502.125000 Penalty: 920.218262
	Iteration 51Q: 3 clusters Score -1364502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1364503.125000 Penalty: 920.218262
	Iteration 52Q: 3 clusters Score -1364503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1364504.625000 Penalty: 920.218262
	Iteration 53Q: 3 clusters Score -1364505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1364505.375000 Penalty: 920.218262
	Iteration 54Q: 3 clusters Score -1364505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1364505.375000 Penalty: 920.218262
	Iteration 55F: 3 clusters Score -1364505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -6409.600586 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -6409.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6130.305176 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -6130.305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6189.866699 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -6189.867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6221.150879 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -6221.151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6237.246582 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -6237.247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6244.882812 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -6244.883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6248.523926 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -6248.524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6253.075195 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -6253.075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6255.329590 Penalty: 474.063232
	Iteration 7Q: 3 clusters Score -6255.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6255.329590 Penalty: 474.063232
	Iteration 8F: 3 clusters Score -6255.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -35717.496094 Penalty: 297.419464
	Iteration 0F: 2 clusters Score -35717.5 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 336 members 
Entering Unmasked Estep 
Score: -35113.968750 Penalty: 594.838928
	Iteration 0F: 3 clusters Score -35113.97 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35297.589844 Penalty: 594.838928
	Iteration 1F: 3 clusters Score -35297.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35344.878906 Penalty: 594.838928
	Iteration 2F: 3 clusters Score -35344.88 nChanged 45
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: -35379.953125 Penalty: 594.838928
	Iteration 3F: 3 clusters Score -35379.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -35406.441406 Penalty: 594.838928
	Iteration 4F: 3 clusters Score -35406.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -35429.093750 Penalty: 594.838928
	Iteration 5Q: 3 clusters Score -35429.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -35450.980469 Penalty: 594.838928
	Iteration 6Q: 3 clusters Score -35450.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -35468.789062 Penalty: 594.838928
	Iteration 7Q: 3 clusters Score -35468.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -35482.152344 Penalty: 594.838928
	Iteration 8Q: 3 clusters Score -35482.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -35488.664062 Penalty: 594.838928
	Iteration 9Q: 3 clusters Score -35488.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -35490.890625 Penalty: 594.838928
	Iteration 10Q: 3 clusters Score -35490.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35492.484375 Penalty: 594.838928
	Iteration 11Q: 3 clusters Score -35492.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -35492.773438 Penalty: 594.838928
	Iteration 12Q: 3 clusters Score -35492.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -35492.824219 Penalty: 594.838928
	Iteration 13Q: 3 clusters Score -35492.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -35492.824219 Penalty: 594.838928
	Iteration 14F: 3 clusters Score -35492.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -6663.601074 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -6663.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6416.729004 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -6416.729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6512.922852 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -6512.923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6557.481934 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -6557.482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6579.336426 Penalty: 460.118378
	Iteration 3F: 3 clusters Score -6579.336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6595.210449 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -6595.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6622.772461 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -6622.772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6745.391602 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -6745.392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6972.741211 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -6972.741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6990.081055 Penalty: 460.118378
	Iteration 8Q: 3 clusters Score -6990.081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -6998.074707 Penalty: 460.118378
	Iteration 9Q: 3 clusters Score -6998.075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -6998.074707 Penalty: 460.118378
	Iteration 10F: 3 clusters Score -6998.075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 457 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3322 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 72256 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 1756 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49303 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24644 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 309113 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Mstep: Class 35 contains 47523 members 
Mstep: Class 36 contains 32 members 
Entering Unmasked Estep 
Score: -27460932.000000 Penalty: 21605.181641
Splitting cluster 28 changes total score from -27460784.000000 to -27460932.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 29 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -6925.556152 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -6925.556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6678.027344 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -6678.027 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6726.845215 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -6726.845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6741.706055 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -6741.706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6755.319824 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -6755.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6778.445801 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -6778.446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6798.331543 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -6798.332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6807.397461 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -6807.397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6807.929688 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -6807.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6807.929688 Penalty: 467.357666
	Iteration 8F: 3 clusters Score -6807.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (309113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309113 members 
Entering Unmasked Estep 
Score: -16342437.000000 Penalty: 575.186523
	Iteration 0F: 2 clusters Score -1.634244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154758 members 
Mstep: Class 2 contains 154355 members 
Entering Unmasked Estep 
Score: -16153202.000000 Penalty: 1150.373047
	Iteration 0F: 3 clusters Score -1.61532e+07 nChanged 152699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176465 members 
Mstep: Class 2 contains 132648 members 
Entering Unmasked Estep 
Score: -16245808.000000 Penalty: 1150.373047
	Iteration 1F: 3 clusters Score -1.624581e+07 nChanged 14087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189016 members 
Mstep: Class 2 contains 120097 members 
Entering Unmasked Estep 
Score: -16250612.000000 Penalty: 1150.373047
	Iteration 2Q: 3 clusters Score -1.625061e+07 nChanged 19476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207820 members 
Mstep: Class 2 contains 101293 members 
Entering Unmasked Estep 
Score: -16260595.000000 Penalty: 1150.373047
	Iteration 3F: 3 clusters Score -1.62606e+07 nChanged 26129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233725 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -16279427.000000 Penalty: 1150.373047
	Iteration 4F: 3 clusters Score -1.627943e+07 nChanged 30636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264303 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -16307712.000000 Penalty: 1150.373047
	Iteration 5F: 3 clusters Score -1.630771e+07 nChanged 26134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290405 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -16334468.000000 Penalty: 1150.373047
	Iteration 6F: 3 clusters Score -1.633447e+07 nChanged 14486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304889 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -16340974.000000 Penalty: 1150.373047
	Iteration 7Q: 3 clusters Score -1.634097e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308510 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -16341764.000000 Penalty: 1150.373047
	Iteration 8Q: 3 clusters Score -1.634176e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309013 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16341898.000000 Penalty: 1150.373047
	Iteration 9Q: 3 clusters Score -1.63419e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309075 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -16341913.000000 Penalty: 1150.373047
	Iteration 10Q: 3 clusters Score -1.634191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309076 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -16341934.000000 Penalty: 1150.373047
	Iteration 11Q: 3 clusters Score -1.634193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309076 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -16341933.000000 Penalty: 1150.373047
	Iteration 12Q: 3 clusters Score -1.634193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309076 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -16341945.000000 Penalty: 1150.373047
	Iteration 13Q: 3 clusters Score -1.634194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309076 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -16341946.000000 Penalty: 1150.373047
	Iteration 14Q: 3 clusters Score -1.634195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309076 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -16341946.000000 Penalty: 1150.373047
	Iteration 15F: 3 clusters Score -1.634195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (38 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Entering Unmasked Estep 
Score: -1524.824829 Penalty: 165.510162
	Iteration 0F: 2 clusters Score -1524.825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1406.588989 Penalty: 331.020325
	Iteration 0F: 3 clusters Score -1406.589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1419.723755 Penalty: 331.020325
	Iteration 1F: 3 clusters Score -1419.724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -28137.919922 Penalty: 291.812378
	Iteration 0F: 2 clusters Score -28137.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27580.253906 Penalty: 583.624756
	Iteration 0F: 3 clusters Score -27580.25 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27744.542969 Penalty: 583.624756
	Iteration 1F: 3 clusters Score -27744.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27792.351562 Penalty: 583.624756
	Iteration 2F: 3 clusters Score -27792.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27830.152344 Penalty: 583.624756
	Iteration 3F: 3 clusters Score -27830.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27858.021484 Penalty: 583.624756
	Iteration 4Q: 3 clusters Score -27858.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27871.781250 Penalty: 583.624756
	Iteration 5Q: 3 clusters Score -27871.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27884.140625 Penalty: 583.624756
	Iteration 6Q: 3 clusters Score -27884.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27901.595703 Penalty: 583.624756
	Iteration 7Q: 3 clusters Score -27901.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27912.369141 Penalty: 583.624756
	Iteration 8Q: 3 clusters Score -27912.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27919.181641 Penalty: 583.624756
	Iteration 9Q: 3 clusters Score -27919.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27926.115234 Penalty: 583.624756
	Iteration 10Q: 3 clusters Score -27926.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27931.421875 Penalty: 583.624756
	Iteration 11Q: 3 clusters Score -27931.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27936.080078 Penalty: 583.624756
	Iteration 12Q: 3 clusters Score -27936.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27941.445312 Penalty: 583.624756
	Iteration 13Q: 3 clusters Score -27941.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27946.187500 Penalty: 583.624756
	Iteration 14Q: 3 clusters Score -27946.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27949.906250 Penalty: 583.624756
	Iteration 15Q: 3 clusters Score -27949.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27953.427734 Penalty: 583.624756
	Iteration 16Q: 3 clusters Score -27953.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27953.746094 Penalty: 583.624756
	Iteration 17Q: 3 clusters Score -27953.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27953.746094 Penalty: 583.624756
	Iteration 18F: 3 clusters Score -27953.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -24358.121094 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -24358.12 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 243 members 
Entering Unmasked Estep 
Score: -23865.169922 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -23865.17 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24004.763672 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -24004.76 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24041.931641 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -24041.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24058.115234 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -24058.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24064.236328 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -24064.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24074.933594 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -24074.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24085.314453 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -24085.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24090.556641 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -24090.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24096.775391 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -24096.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24103.990234 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -24103.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24113.351562 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -24113.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24123.753906 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -24123.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24135.679688 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -24135.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24141.394531 Penalty: 561.434570
	Iteration 13Q: 3 clusters Score -24141.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24142.033203 Penalty: 561.434570
	Iteration 14Q: 3 clusters Score -24142.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24142.033203 Penalty: 561.434570
	Iteration 15F: 3 clusters Score -24142.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -6115.202637 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -6115.203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5908.036133 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -5908.036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5988.995117 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -5988.995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6037.764648 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -6037.765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6079.930176 Penalty: 455.359100
	Iteration 3F: 3 clusters Score -6079.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6138.688965 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -6138.689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6209.453613 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -6209.454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6218.510254 Penalty: 455.359100
	Iteration 6Q: 3 clusters Score -6218.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6218.950684 Penalty: 455.359100
	Iteration 7F: 3 clusters Score -6218.951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6224.430664 Penalty: 455.359100
	Iteration 8Q: 3 clusters Score -6224.431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6227.185059 Penalty: 455.359100
	Iteration 9Q: 3 clusters Score -6227.185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6227.185059 Penalty: 455.359100
	Iteration 10F: 3 clusters Score -6227.185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 457 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3322 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 72256 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 1756 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49303 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24644 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 309113 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 57 members 
Mstep: Class 35 contains 47523 members 
Mstep: Class 36 contains 32 members 
Mstep: Class 37 contains 92 members 
Entering Unmasked Estep 
Score: -27460672.000000 Penalty: 22205.326172
Splitting cluster 34 changes total score from -27460784.000000 to -27460672.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 457 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3322 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 72256 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 1756 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49303 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24644 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 309113 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461064.000000 Penalty: 21605.181641
Iteration 279Q: 37 clusters Score -2.746106e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 457 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3288 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 72251 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49302 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24665 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 309542 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Mstep: Class 35 contains 47058 members 
Mstep: Class 36 contains 32 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460848.000000 Penalty: 21605.181641
Iteration 280F: 37 clusters Score -2.746085e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 72168 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 1829 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49316 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24664 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 309396 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Mstep: Class 35 contains 47310 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460808.000000 Penalty: 21605.181641
Iteration 281Q: 37 clusters Score -2.746081e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3227 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 72093 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3679 members 
Mstep: Class 12 contains 1845 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49328 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 420 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24670 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 309275 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Mstep: Class 35 contains 47514 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460826.000000 Penalty: 21605.181641
Iteration 282Q: 37 clusters Score -2.746083e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 72028 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3671 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49330 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 419 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24674 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 309196 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Mstep: Class 35 contains 47678 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460820.000000 Penalty: 21605.181641
Iteration 283Q: 37 clusters Score -2.746082e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3184 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 71949 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3660 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49329 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 419 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24672 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 309119 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Mstep: Class 35 contains 47856 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460902.000000 Penalty: 21605.181641
Iteration 284Q: 37 clusters Score -2.74609e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 71892 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3655 members 
Mstep: Class 12 contains 1879 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49322 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24666 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 309013 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Mstep: Class 35 contains 48047 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460912.000000 Penalty: 21605.181641
Iteration 285Q: 37 clusters Score -2.746091e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 71840 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3656 members 
Mstep: Class 12 contains 1887 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49322 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24651 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308916 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 149 members 
Mstep: Class 35 contains 48225 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460976.000000 Penalty: 21605.181641
Iteration 286Q: 37 clusters Score -2.746098e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 71790 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3656 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49317 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1264 members 
Mstep: Class 22 contains 416 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24642 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308802 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 48410 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460986.000000 Penalty: 21605.181641
Iteration 287Q: 37 clusters Score -2.746099e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3124 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 71741 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3655 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49309 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1264 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24639 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308682 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 48594 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461050.000000 Penalty: 21605.181641
Iteration 288Q: 37 clusters Score -2.746105e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3112 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 71693 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3651 members 
Mstep: Class 12 contains 1910 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49300 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1264 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24633 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308568 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 48778 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461138.000000 Penalty: 21605.181641
Iteration 289Q: 37 clusters Score -2.746114e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3104 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 71631 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3650 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49285 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24629 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308487 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 48941 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461162.000000 Penalty: 21605.181641
Iteration 290Q: 37 clusters Score -2.746116e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 71579 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3652 members 
Mstep: Class 12 contains 1927 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49271 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24619 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308428 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 49079 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461158.000000 Penalty: 21605.181641
Iteration 291Q: 37 clusters Score -2.746116e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 71535 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3649 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49253 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24603 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308381 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 49209 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461266.000000 Penalty: 21605.181641
Iteration 292Q: 37 clusters Score -2.746127e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 71489 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3650 members 
Mstep: Class 12 contains 1946 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49228 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24587 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308349 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 49336 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461290.000000 Penalty: 21605.181641
Iteration 293Q: 37 clusters Score -2.746129e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3042 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 71437 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3649 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49211 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 523 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24571 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308320 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 49469 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461294.000000 Penalty: 21605.181641
Iteration 294Q: 37 clusters Score -2.746129e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 71378 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 1953 members 
Mstep: Class 13 contains 4537 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49198 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1061 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24557 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308309 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 49584 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461284.000000 Penalty: 21605.181641
Iteration 295Q: 37 clusters Score -2.746128e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 71316 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3650 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 4537 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49183 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1264 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24548 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308319 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 49683 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461240.000000 Penalty: 21605.181641
Iteration 296Q: 37 clusters Score -2.746124e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2968 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 71271 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3652 members 
Mstep: Class 12 contains 1960 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49171 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24540 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308320 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 49770 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461294.000000 Penalty: 21605.181641
Iteration 297Q: 37 clusters Score -2.746129e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 71229 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3652 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49164 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24530 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308308 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 49855 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461256.000000 Penalty: 21605.181641
Iteration 298Q: 37 clusters Score -2.746126e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2933 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 71175 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3651 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49152 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24522 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308306 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 49936 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461290.000000 Penalty: 21605.181641
Iteration 299Q: 37 clusters Score -2.746129e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 71124 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3645 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49140 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24517 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308300 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50019 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461324.000000 Penalty: 21605.181641
Iteration 300F: 37 clusters Score -2.746132e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2906 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 71087 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49134 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24509 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308277 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50106 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461370.000000 Penalty: 21605.181641
Iteration 301Q: 37 clusters Score -2.746137e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 71053 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1994 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49126 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24499 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308256 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50191 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461418.000000 Penalty: 21605.181641
Iteration 302Q: 37 clusters Score -2.746142e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 71034 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1995 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49113 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24491 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308242 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50264 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461440.000000 Penalty: 21605.181641
Iteration 303Q: 37 clusters Score -2.746144e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 71012 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49100 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24485 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308242 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50322 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461436.000000 Penalty: 21605.181641
Iteration 304Q: 37 clusters Score -2.746144e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2836 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 70980 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 190 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49090 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24478 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308238 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50385 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461460.000000 Penalty: 21605.181641
Iteration 305Q: 37 clusters Score -2.746146e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2826 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 70951 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 189 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49085 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24477 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308222 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50446 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461434.000000 Penalty: 21605.181641
Iteration 306Q: 37 clusters Score -2.746143e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2822 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 70925 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 188 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 2004 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49072 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24470 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308226 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50488 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461440.000000 Penalty: 21605.181641
Iteration 307Q: 37 clusters Score -2.746144e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2821 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 70895 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49064 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24472 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308226 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50521 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461476.000000 Penalty: 21605.181641
Iteration 308Q: 37 clusters Score -2.746148e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 70858 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3646 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49059 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24476 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308230 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50553 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461468.000000 Penalty: 21605.181641
Iteration 309Q: 37 clusters Score -2.746147e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 70831 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3647 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49056 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24475 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308233 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50580 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461468.000000 Penalty: 21605.181641
Iteration 310Q: 37 clusters Score -2.746147e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2811 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 70800 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3647 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49052 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24474 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308248 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50608 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461454.000000 Penalty: 21605.181641
Iteration 311Q: 37 clusters Score -2.746145e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 70763 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3647 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49045 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24473 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308267 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50641 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461458.000000 Penalty: 21605.181641
Iteration 312Q: 37 clusters Score -2.746146e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 70731 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49044 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24470 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308276 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50671 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461440.000000 Penalty: 21605.181641
Iteration 313Q: 37 clusters Score -2.746144e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 70705 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49044 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24468 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308279 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50701 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461452.000000 Penalty: 21605.181641
Iteration 314Q: 37 clusters Score -2.746145e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70691 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49043 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24460 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308276 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50728 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461466.000000 Penalty: 21605.181641
Iteration 315Q: 37 clusters Score -2.746147e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70678 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49041 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24455 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308276 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50753 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461454.000000 Penalty: 21605.181641
Iteration 316Q: 37 clusters Score -2.746145e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70664 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49038 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24453 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308274 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50777 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461432.000000 Penalty: 21605.181641
Iteration 317Q: 37 clusters Score -2.746143e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70650 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49036 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24454 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308275 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50792 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461428.000000 Penalty: 21605.181641
Iteration 318Q: 37 clusters Score -2.746143e+07 nChanged 42
Entering ConstructFrom: 
Score: -27461428.000000 Penalty: 21605.181641
Entering ConstructFrom: 
Trying to split cluster 1 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -12098.119141 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -12098.12 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 129 members 
Entering Unmasked Estep 
Score: -11750.088867 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -11750.09 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11821.116211 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -11821.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11837.447266 Penalty: 506.719360
	Iteration 2Q: 3 clusters Score -11837.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11848.402344 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -11848.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11850.049805 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -11850.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11850.049805 Penalty: 506.719360
	Iteration 5F: 3 clusters Score -11850.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -12188.597656 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -12188.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11866.794922 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11866.79 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11941.401367 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -11941.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11973.078125 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -11973.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11988.461914 Penalty: 502.088196
	Iteration 3F: 3 clusters Score -11988.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11997.841797 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -11997.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12002.208984 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -12002.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12005.799805 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -12005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12007.190430 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -12007.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12007.190430 Penalty: 502.088196
	Iteration 8F: 3 clusters Score -12007.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -23685.255859 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -23685.26 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 207 members 
Entering Unmasked Estep 
Score: -23308.873047 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -23308.87 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23565.591797 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -23565.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23615.882812 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -23615.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23645.767578 Penalty: 557.146851
	Iteration 3Q: 3 clusters Score -23645.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23664.283203 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -23664.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23691.816406 Penalty: 557.146851
	Iteration 5Q: 3 clusters Score -23691.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23705.408203 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -23705.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23716.460938 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -23716.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23728.763672 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -23728.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23733.199219 Penalty: 557.146851
	Iteration 9Q: 3 clusters Score -23733.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23735.511719 Penalty: 557.146851
	Iteration 10Q: 3 clusters Score -23735.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23738.033203 Penalty: 557.146851
	Iteration 11Q: 3 clusters Score -23738.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23738.511719 Penalty: 557.146851
	Iteration 12Q: 3 clusters Score -23738.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23738.511719 Penalty: 557.146851
	Iteration 13F: 3 clusters Score -23738.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70633 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49031 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24455 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308279 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50809 members 
Mstep: Class 36 contains 33 members 
Mstep: Class 37 contains 117 members 
Entering Unmasked Estep 
Score: -27461180.000000 Penalty: 22205.326172
Splitting cluster 3 changes total score from -27461428.000000 to -27461180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -44421.687500 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -44421.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -43637.984375 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -43637.98 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -43951.796875 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -43951.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -44045.062500 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -44045.06 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -44123.589844 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -44123.59 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -44218.347656 Penalty: 628.058105
	Iteration 4F: 3 clusters Score -44218.35 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44290.011719 Penalty: 628.058105
	Iteration 5F: 3 clusters Score -44290.01 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -44342.750000 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -44342.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -44391.691406 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -44391.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -44410.683594 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -44410.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -44423.355469 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -44423.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -44431.367188 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -44431.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -44435.816406 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -44435.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -44441.375000 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -44441.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -44443.796875 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -44443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -44444.593750 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -44444.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -44445.179688 Penalty: 628.058105
	Iteration 15Q: 3 clusters Score -44445.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -44445.179688 Penalty: 628.058105
	Iteration 16F: 3 clusters Score -44445.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70633 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49031 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24455 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308279 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50809 members 
Mstep: Class 36 contains 33 members 
Mstep: Class 37 contains 522 members 
Entering Unmasked Estep 
Score: -27461200.000000 Penalty: 22205.326172
Splitting cluster 4 changes total score from -27461428.000000 to -27461200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7181.854492 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7181.854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6923.919434 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -6923.919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6990.835938 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -6990.836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7000.699707 Penalty: 468.949554
	Iteration 2Q: 3 clusters Score -7000.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7016.300293 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -7016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7022.927246 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -7022.927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7028.771484 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -7028.771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7033.397949 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -7033.398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7037.689941 Penalty: 468.949554
	Iteration 7Q: 3 clusters Score -7037.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7038.530762 Penalty: 468.949554
	Iteration 8Q: 3 clusters Score -7038.531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7039.795410 Penalty: 468.949554
	Iteration 9Q: 3 clusters Score -7039.795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7039.795410 Penalty: 468.949554
	Iteration 10F: 3 clusters Score -7039.795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Entering Unmasked Estep 
Score: -156098.265625 Penalty: 360.938812
	Iteration 0F: 2 clusters Score -156098.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -154139.484375 Penalty: 721.877625
	Iteration 0F: 3 clusters Score -154139.5 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -154871.796875 Penalty: 721.877625
	Iteration 1F: 3 clusters Score -154871.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -154981.796875 Penalty: 721.877625
	Iteration 2F: 3 clusters Score -154981.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -155086.812500 Penalty: 721.877625
	Iteration 3F: 3 clusters Score -155086.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -155182.703125 Penalty: 721.877625
	Iteration 4F: 3 clusters Score -155182.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -155306.812500 Penalty: 721.877625
	Iteration 5F: 3 clusters Score -155306.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -155460.734375 Penalty: 721.877625
	Iteration 6F: 3 clusters Score -155460.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -155600.203125 Penalty: 721.877625
	Iteration 7Q: 3 clusters Score -155600.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -155691.203125 Penalty: 721.877625
	Iteration 8Q: 3 clusters Score -155691.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -155764.796875 Penalty: 721.877625
	Iteration 9Q: 3 clusters Score -155764.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -155795.062500 Penalty: 721.877625
	Iteration 10Q: 3 clusters Score -155795.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -155816.281250 Penalty: 721.877625
	Iteration 11Q: 3 clusters Score -155816.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -155832.765625 Penalty: 721.877625
	Iteration 12Q: 3 clusters Score -155832.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -155845.562500 Penalty: 721.877625
	Iteration 13Q: 3 clusters Score -155845.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -155848.453125 Penalty: 721.877625
	Iteration 14Q: 3 clusters Score -155848.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -155851.734375 Penalty: 721.877625
	Iteration 15Q: 3 clusters Score -155851.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -155853.234375 Penalty: 721.877625
	Iteration 16Q: 3 clusters Score -155853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -155854.140625 Penalty: 721.877625
	Iteration 17Q: 3 clusters Score -155854.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -155854.968750 Penalty: 721.877625
	Iteration 18Q: 3 clusters Score -155855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -155855.046875 Penalty: 721.877625
	Iteration 19Q: 3 clusters Score -155855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -155855.046875 Penalty: 721.877625
	Iteration 20F: 3 clusters Score -155855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Entering Unmasked Estep 
Score: -103456.859375 Penalty: 343.025726
	Iteration 0F: 2 clusters Score -103456.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -102110.093750 Penalty: 686.051453
	Iteration 0F: 3 clusters Score -102110.1 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -102682.968750 Penalty: 686.051453
	Iteration 1F: 3 clusters Score -102683 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -102829.632812 Penalty: 686.051453
	Iteration 2F: 3 clusters Score -102829.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -102939.226562 Penalty: 686.051453
	Iteration 3F: 3 clusters Score -102939.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -103043.367188 Penalty: 686.051453
	Iteration 4F: 3 clusters Score -103043.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -103140.406250 Penalty: 686.051453
	Iteration 5F: 3 clusters Score -103140.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -103199.070312 Penalty: 686.051453
	Iteration 6Q: 3 clusters Score -103199.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -103237.812500 Penalty: 686.051453
	Iteration 7Q: 3 clusters Score -103237.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -103260.929688 Penalty: 686.051453
	Iteration 8Q: 3 clusters Score -103260.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -103272.062500 Penalty: 686.051453
	Iteration 9Q: 3 clusters Score -103272.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -103278.398438 Penalty: 686.051453
	Iteration 10Q: 3 clusters Score -103278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103280.367188 Penalty: 686.051453
	Iteration 11Q: 3 clusters Score -103280.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -103281.757812 Penalty: 686.051453
	Iteration 12Q: 3 clusters Score -103281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -103281.875000 Penalty: 686.051453
	Iteration 13Q: 3 clusters Score -103281.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -103281.875000 Penalty: 686.051453
	Iteration 14F: 3 clusters Score -103281.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70633 members 
Entering Unmasked Estep 
Score: -3863861.500000 Penalty: 508.018982
	Iteration 0F: 2 clusters Score -3863862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -3816251.500000 Penalty: 1016.037964
	Iteration 0F: 3 clusters Score -3816252 nChanged 34457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -3837326.750000 Penalty: 1016.037964
	Iteration 1F: 3 clusters Score -3837327 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -3838830.250000 Penalty: 1016.037964
	Iteration 2Q: 3 clusters Score -3838830 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -3841490.750000 Penalty: 1016.037964
	Iteration 3F: 3 clusters Score -3841491 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -3845696.000000 Penalty: 1016.037964
	Iteration 4F: 3 clusters Score -3845696 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
Score: -3851188.500000 Penalty: 1016.037964
	Iteration 5F: 3 clusters Score -3851188 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -3856095.500000 Penalty: 1016.037964
	Iteration 6F: 3 clusters Score -3856096 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -3859269.250000 Penalty: 1016.037964
	Iteration 7Q: 3 clusters Score -3859269 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -3860987.250000 Penalty: 1016.037964
	Iteration 8Q: 3 clusters Score -3860987 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -3861781.750000 Penalty: 1016.037964
	Iteration 9Q: 3 clusters Score -3861782 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 67238 members 
Entering Unmasked Estep 
Score: -3862208.750000 Penalty: 1016.037964
	Iteration 10Q: 3 clusters Score -3862209 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -3862520.500000 Penalty: 1016.037964
	Iteration 11Q: 3 clusters Score -3862520 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 68156 members 
Entering Unmasked Estep 
Score: -3862757.250000 Penalty: 1016.037964
	Iteration 12Q: 3 clusters Score -3862757 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 68474 members 
Entering Unmasked Estep 
Score: -3862908.250000 Penalty: 1016.037964
	Iteration 13Q: 3 clusters Score -3862908 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -3863039.750000 Penalty: 1016.037964
	Iteration 14Q: 3 clusters Score -3863040 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -3863128.250000 Penalty: 1016.037964
	Iteration 15Q: 3 clusters Score -3863128 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -3863197.250000 Penalty: 1016.037964
	Iteration 16Q: 3 clusters Score -3863197 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -3863252.750000 Penalty: 1016.037964
	Iteration 17Q: 3 clusters Score -3863253 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -3863306.000000 Penalty: 1016.037964
	Iteration 18Q: 3 clusters Score -3863306 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 69517 members 
Entering Unmasked Estep 
Score: -3863351.500000 Penalty: 1016.037964
	Iteration 19Q: 3 clusters Score -3863352 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -3863398.250000 Penalty: 1016.037964
	Iteration 20F: 3 clusters Score -3863398 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -3863432.250000 Penalty: 1016.037964
	Iteration 21Q: 3 clusters Score -3863432 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -3863453.250000 Penalty: 1016.037964
	Iteration 22Q: 3 clusters Score -3863453 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 69823 members 
Entering Unmasked Estep 
Score: -3863463.500000 Penalty: 1016.037964
	Iteration 23Q: 3 clusters Score -3863464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -3863464.000000 Penalty: 1016.037964
	Iteration 24Q: 3 clusters Score -3863464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -3863471.500000 Penalty: 1016.037964
	Iteration 25Q: 3 clusters Score -3863472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -3863472.750000 Penalty: 1016.037964
	Iteration 26Q: 3 clusters Score -3863473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 69918 members 
Entering Unmasked Estep 
Score: -3863478.000000 Penalty: 1016.037964
	Iteration 27Q: 3 clusters Score -3863478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -3863489.000000 Penalty: 1016.037964
	Iteration 28Q: 3 clusters Score -3863489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 69950 members 
Entering Unmasked Estep 
Score: -3863485.250000 Penalty: 1016.037964
	Iteration 29Q: 3 clusters Score -3863485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 69955 members 
Entering Unmasked Estep 
Score: -3863482.250000 Penalty: 1016.037964
	Iteration 30Q: 3 clusters Score -3863482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 69962 members 
Entering Unmasked Estep 
Score: -3863485.500000 Penalty: 1016.037964
	Iteration 31Q: 3 clusters Score -3863486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -3863480.000000 Penalty: 1016.037964
	Iteration 32Q: 3 clusters Score -3863480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -3863480.000000 Penalty: 1016.037964
	Iteration 33Q: 3 clusters Score -3863480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
Score: -3863480.500000 Penalty: 1016.037964
	Iteration 34Q: 3 clusters Score -3863480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 69987 members 
Entering Unmasked Estep 
Score: -3863479.000000 Penalty: 1016.037964
	Iteration 35Q: 3 clusters Score -3863479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 69993 members 
Entering Unmasked Estep 
Score: -3863482.000000 Penalty: 1016.037964
	Iteration 36Q: 3 clusters Score -3863482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -3863483.000000 Penalty: 1016.037964
	Iteration 37Q: 3 clusters Score -3863483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 69998 members 
Entering Unmasked Estep 
Score: -3863481.500000 Penalty: 1016.037964
	Iteration 38Q: 3 clusters Score -3863482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 70002 members 
Entering Unmasked Estep 
Score: -3863483.500000 Penalty: 1016.037964
	Iteration 39Q: 3 clusters Score -3863484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -3863481.000000 Penalty: 1016.037964
	Iteration 40F: 3 clusters Score -3863481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -3863483.000000 Penalty: 1016.037964
	Iteration 41Q: 3 clusters Score -3863483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -3863483.500000 Penalty: 1016.037964
	Iteration 42Q: 3 clusters Score -3863484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 70018 members 
Entering Unmasked Estep 
Score: -3863486.250000 Penalty: 1016.037964
	Iteration 43Q: 3 clusters Score -3863486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -3863484.500000 Penalty: 1016.037964
	Iteration 44Q: 3 clusters Score -3863484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
Score: -3863486.500000 Penalty: 1016.037964
	Iteration 45Q: 3 clusters Score -3863486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
Score: -3863486.750000 Penalty: 1016.037964
	Iteration 46Q: 3 clusters Score -3863487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
Score: -3863488.000000 Penalty: 1016.037964
	Iteration 47Q: 3 clusters Score -3863488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -3863487.750000 Penalty: 1016.037964
	Iteration 48Q: 3 clusters Score -3863488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 70033 members 
Entering Unmasked Estep 
Score: -3863487.250000 Penalty: 1016.037964
	Iteration 49Q: 3 clusters Score -3863487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 70036 members 
Entering Unmasked Estep 
Score: -3863486.750000 Penalty: 1016.037964
	Iteration 50Q: 3 clusters Score -3863487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -3863489.000000 Penalty: 1016.037964
	Iteration 51Q: 3 clusters Score -3863489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 70043 members 
Entering Unmasked Estep 
Score: -3863488.000000 Penalty: 1016.037964
	Iteration 52Q: 3 clusters Score -3863488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -3863490.000000 Penalty: 1016.037964
	Iteration 53Q: 3 clusters Score -3863490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 70052 members 
Entering Unmasked Estep 
Score: -3863491.250000 Penalty: 1016.037964
	Iteration 54Q: 3 clusters Score -3863491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -3863494.750000 Penalty: 1016.037964
	Iteration 55Q: 3 clusters Score -3863495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -3863494.750000 Penalty: 1016.037964
	Iteration 56Q: 3 clusters Score -3863495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 70071 members 
Entering Unmasked Estep 
Score: -3863496.750000 Penalty: 1016.037964
	Iteration 57Q: 3 clusters Score -3863497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 70077 members 
Entering Unmasked Estep 
Score: -3863500.750000 Penalty: 1016.037964
	Iteration 58Q: 3 clusters Score -3863501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -3863500.750000 Penalty: 1016.037964
	Iteration 59Q: 3 clusters Score -3863501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -3863502.000000 Penalty: 1016.037964
	Iteration 60F: 3 clusters Score -3863502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 70093 members 
Entering Unmasked Estep 
Score: -3863502.500000 Penalty: 1016.037964
	Iteration 61Q: 3 clusters Score -3863502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 70096 members 
Entering Unmasked Estep 
Score: -3863505.250000 Penalty: 1016.037964
	Iteration 62Q: 3 clusters Score -3863505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -3863505.500000 Penalty: 1016.037964
	Iteration 63Q: 3 clusters Score -3863506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 70097 members 
Entering Unmasked Estep 
Score: -3863506.750000 Penalty: 1016.037964
	Iteration 64Q: 3 clusters Score -3863507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 70097 members 
Entering Unmasked Estep 
Score: -3863506.750000 Penalty: 1016.037964
	Iteration 65F: 3 clusters Score -3863507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Entering Unmasked Estep 
Score: -199451.984375 Penalty: 376.783905
	Iteration 0F: 2 clusters Score -199452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -196829.859375 Penalty: 753.567810
	Iteration 0F: 3 clusters Score -196829.9 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -197783.718750 Penalty: 753.567810
	Iteration 1F: 3 clusters Score -197783.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -197894.843750 Penalty: 753.567810
	Iteration 2F: 3 clusters Score -197894.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -198012.031250 Penalty: 753.567810
	Iteration 3F: 3 clusters Score -198012 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -198165.812500 Penalty: 753.567810
	Iteration 4F: 3 clusters Score -198165.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -198335.015625 Penalty: 753.567810
	Iteration 5F: 3 clusters Score -198335 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -198527.703125 Penalty: 753.567810
	Iteration 6F: 3 clusters Score -198527.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -198697.562500 Penalty: 753.567810
	Iteration 7F: 3 clusters Score -198697.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -198823.765625 Penalty: 753.567810
	Iteration 8Q: 3 clusters Score -198823.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -198902.765625 Penalty: 753.567810
	Iteration 9Q: 3 clusters Score -198902.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -198957.140625 Penalty: 753.567810
	Iteration 10Q: 3 clusters Score -198957.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -198983.078125 Penalty: 753.567810
	Iteration 11Q: 3 clusters Score -198983.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -199001.015625 Penalty: 753.567810
	Iteration 12Q: 3 clusters Score -199001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -199012.734375 Penalty: 753.567810
	Iteration 13Q: 3 clusters Score -199012.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -199021.640625 Penalty: 753.567810
	Iteration 14Q: 3 clusters Score -199021.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -199027.250000 Penalty: 753.567810
	Iteration 15Q: 3 clusters Score -199027.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -199032.687500 Penalty: 753.567810
	Iteration 16Q: 3 clusters Score -199032.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -199034.640625 Penalty: 753.567810
	Iteration 17Q: 3 clusters Score -199034.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -199036.828125 Penalty: 753.567810
	Iteration 18Q: 3 clusters Score -199036.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -199038.296875 Penalty: 753.567810
	Iteration 19Q: 3 clusters Score -199038.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -199039.078125 Penalty: 753.567810
	Iteration 20F: 3 clusters Score -199039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -199040.093750 Penalty: 753.567810
	Iteration 21Q: 3 clusters Score -199040.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -199041.890625 Penalty: 753.567810
	Iteration 22Q: 3 clusters Score -199041.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -199043.078125 Penalty: 753.567810
	Iteration 23Q: 3 clusters Score -199043.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -199043.937500 Penalty: 753.567810
	Iteration 24Q: 3 clusters Score -199043.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -199044.343750 Penalty: 753.567810
	Iteration 25Q: 3 clusters Score -199044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -199044.750000 Penalty: 753.567810
	Iteration 26Q: 3 clusters Score -199044.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -199044.750000 Penalty: 753.567810
	Iteration 27F: 3 clusters Score -199044.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -8661.180664 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -8661.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8381.425781 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -8381.426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8431.183594 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -8431.184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8453.250000 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -8453.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8461.060547 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -8461.061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8463.125000 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -8463.125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8463.505859 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -8463.506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8463.505859 Penalty: 476.030884
	Iteration 6F: 3 clusters Score -8463.506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Entering Unmasked Estep 
Score: -192351.312500 Penalty: 373.188049
	Iteration 0F: 2 clusters Score -192351.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -189864.875000 Penalty: 746.376099
	Iteration 0F: 3 clusters Score -189864.9 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -190869.687500 Penalty: 746.376099
	Iteration 1F: 3 clusters Score -190869.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -191121.265625 Penalty: 746.376099
	Iteration 2F: 3 clusters Score -191121.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -191353.718750 Penalty: 746.376099
	Iteration 3F: 3 clusters Score -191353.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -191556.546875 Penalty: 746.376099
	Iteration 4F: 3 clusters Score -191556.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -191711.218750 Penalty: 746.376099
	Iteration 5F: 3 clusters Score -191711.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -191815.000000 Penalty: 746.376099
	Iteration 6Q: 3 clusters Score -191815 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -191876.890625 Penalty: 746.376099
	Iteration 7Q: 3 clusters Score -191876.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -191925.859375 Penalty: 746.376099
	Iteration 8Q: 3 clusters Score -191925.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -191968.656250 Penalty: 746.376099
	Iteration 9Q: 3 clusters Score -191968.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -191991.250000 Penalty: 746.376099
	Iteration 10Q: 3 clusters Score -191991.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -192007.156250 Penalty: 746.376099
	Iteration 11Q: 3 clusters Score -192007.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -192021.000000 Penalty: 746.376099
	Iteration 12Q: 3 clusters Score -192021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -192027.140625 Penalty: 746.376099
	Iteration 13Q: 3 clusters Score -192027.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -192035.281250 Penalty: 746.376099
	Iteration 14Q: 3 clusters Score -192035.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -192039.750000 Penalty: 746.376099
	Iteration 15Q: 3 clusters Score -192039.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -192047.859375 Penalty: 746.376099
	Iteration 16Q: 3 clusters Score -192047.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -192051.421875 Penalty: 746.376099
	Iteration 17Q: 3 clusters Score -192051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -192053.953125 Penalty: 746.376099
	Iteration 18Q: 3 clusters Score -192054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -192056.500000 Penalty: 746.376099
	Iteration 19Q: 3 clusters Score -192056.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -192059.437500 Penalty: 746.376099
	Iteration 20F: 3 clusters Score -192059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -192061.968750 Penalty: 746.376099
	Iteration 21Q: 3 clusters Score -192062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -192065.625000 Penalty: 746.376099
	Iteration 22Q: 3 clusters Score -192065.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -192065.625000 Penalty: 746.376099
	Iteration 23F: 3 clusters Score -192065.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Entering Unmasked Estep 
Score: -110976.031250 Penalty: 346.135864
	Iteration 0F: 2 clusters Score -110976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -109535.914062 Penalty: 692.271729
	Iteration 0F: 3 clusters Score -109535.9 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -110185.265625 Penalty: 692.271729
	Iteration 1F: 3 clusters Score -110185.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -110324.312500 Penalty: 692.271729
	Iteration 2F: 3 clusters Score -110324.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -110405.585938 Penalty: 692.271729
	Iteration 3F: 3 clusters Score -110405.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -110480.703125 Penalty: 692.271729
	Iteration 4Q: 3 clusters Score -110480.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -110530.796875 Penalty: 692.271729
	Iteration 5Q: 3 clusters Score -110530.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -110560.085938 Penalty: 692.271729
	Iteration 6Q: 3 clusters Score -110560.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -110580.187500 Penalty: 692.271729
	Iteration 7Q: 3 clusters Score -110580.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -110592.117188 Penalty: 692.271729
	Iteration 8Q: 3 clusters Score -110592.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -110604.367188 Penalty: 692.271729
	Iteration 9Q: 3 clusters Score -110604.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -110614.609375 Penalty: 692.271729
	Iteration 10Q: 3 clusters Score -110614.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -110625.054688 Penalty: 692.271729
	Iteration 11Q: 3 clusters Score -110625.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -110640.039062 Penalty: 692.271729
	Iteration 12Q: 3 clusters Score -110640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -110658.289062 Penalty: 692.271729
	Iteration 13Q: 3 clusters Score -110658.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -110678.492188 Penalty: 692.271729
	Iteration 14Q: 3 clusters Score -110678.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -110699.070312 Penalty: 692.271729
	Iteration 15Q: 3 clusters Score -110699.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -110720.664062 Penalty: 692.271729
	Iteration 16Q: 3 clusters Score -110720.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -110731.351562 Penalty: 692.271729
	Iteration 17Q: 3 clusters Score -110731.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -110747.500000 Penalty: 692.271729
	Iteration 18Q: 3 clusters Score -110747.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -110763.195312 Penalty: 692.271729
	Iteration 19Q: 3 clusters Score -110763.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -110774.320312 Penalty: 692.271729
	Iteration 20F: 3 clusters Score -110774.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -110785.109375 Penalty: 692.271729
	Iteration 21Q: 3 clusters Score -110785.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -110792.960938 Penalty: 692.271729
	Iteration 22Q: 3 clusters Score -110793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -110796.671875 Penalty: 692.271729
	Iteration 23Q: 3 clusters Score -110796.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -110798.476562 Penalty: 692.271729
	Iteration 24Q: 3 clusters Score -110798.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -110798.500000 Penalty: 692.271729
	Iteration 25Q: 3 clusters Score -110798.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -110798.500000 Penalty: 692.271729
	Iteration 26F: 3 clusters Score -110798.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -222628.453125 Penalty: 383.100922
	Iteration 0F: 2 clusters Score -222628.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -219511.828125 Penalty: 766.201843
	Iteration 0F: 3 clusters Score -219511.8 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -220775.531250 Penalty: 766.201843
	Iteration 1F: 3 clusters Score -220775.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -220940.593750 Penalty: 766.201843
	Iteration 2F: 3 clusters Score -220940.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -221076.375000 Penalty: 766.201843
	Iteration 3F: 3 clusters Score -221076.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -221173.218750 Penalty: 766.201843
	Iteration 4F: 3 clusters Score -221173.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -221269.515625 Penalty: 766.201843
	Iteration 5Q: 3 clusters Score -221269.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -221389.593750 Penalty: 766.201843
	Iteration 6Q: 3 clusters Score -221389.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -221555.453125 Penalty: 766.201843
	Iteration 7Q: 3 clusters Score -221555.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -221710.875000 Penalty: 766.201843
	Iteration 8Q: 3 clusters Score -221710.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -221869.250000 Penalty: 766.201843
	Iteration 9Q: 3 clusters Score -221869.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -221993.390625 Penalty: 766.201843
	Iteration 10Q: 3 clusters Score -221993.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -222072.187500 Penalty: 766.201843
	Iteration 11Q: 3 clusters Score -222072.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -222123.109375 Penalty: 766.201843
	Iteration 12Q: 3 clusters Score -222123.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -222178.312500 Penalty: 766.201843
	Iteration 13Q: 3 clusters Score -222178.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -222223.718750 Penalty: 766.201843
	Iteration 14Q: 3 clusters Score -222223.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -222245.578125 Penalty: 766.201843
	Iteration 15Q: 3 clusters Score -222245.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -222265.140625 Penalty: 766.201843
	Iteration 16Q: 3 clusters Score -222265.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -222285.421875 Penalty: 766.201843
	Iteration 17Q: 3 clusters Score -222285.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -222303.140625 Penalty: 766.201843
	Iteration 18Q: 3 clusters Score -222303.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -222315.437500 Penalty: 766.201843
	Iteration 19Q: 3 clusters Score -222315.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -222321.109375 Penalty: 766.201843
	Iteration 20F: 3 clusters Score -222321.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -222325.687500 Penalty: 766.201843
	Iteration 21Q: 3 clusters Score -222325.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -222331.281250 Penalty: 766.201843
	Iteration 22Q: 3 clusters Score -222331.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -222335.531250 Penalty: 766.201843
	Iteration 23Q: 3 clusters Score -222335.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -222340.843750 Penalty: 766.201843
	Iteration 24Q: 3 clusters Score -222340.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -222346.921875 Penalty: 766.201843
	Iteration 25Q: 3 clusters Score -222346.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -222349.078125 Penalty: 766.201843
	Iteration 26Q: 3 clusters Score -222349.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -222353.265625 Penalty: 766.201843
	Iteration 27Q: 3 clusters Score -222353.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -222354.062500 Penalty: 766.201843
	Iteration 28Q: 3 clusters Score -222354.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -222354.062500 Penalty: 766.201843
	Iteration 29F: 3 clusters Score -222354.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -29879.380859 Penalty: 294.632202
	Iteration 0F: 2 clusters Score -29879.38 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 325 members 
Entering Unmasked Estep 
Score: -29305.388672 Penalty: 589.264404
	Iteration 0F: 3 clusters Score -29305.39 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -29487.734375 Penalty: 589.264404
	Iteration 1F: 3 clusters Score -29487.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29536.097656 Penalty: 589.264404
	Iteration 2F: 3 clusters Score -29536.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -29573.332031 Penalty: 589.264404
	Iteration 3F: 3 clusters Score -29573.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29610.130859 Penalty: 589.264404
	Iteration 4F: 3 clusters Score -29610.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29645.410156 Penalty: 589.264404
	Iteration 5Q: 3 clusters Score -29645.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29705.070312 Penalty: 589.264404
	Iteration 6F: 3 clusters Score -29705.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29749.177734 Penalty: 589.264404
	Iteration 7Q: 3 clusters Score -29749.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29763.632812 Penalty: 589.264404
	Iteration 8Q: 3 clusters Score -29763.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29771.345703 Penalty: 589.264404
	Iteration 9Q: 3 clusters Score -29771.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29772.654297 Penalty: 589.264404
	Iteration 10Q: 3 clusters Score -29772.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29774.082031 Penalty: 589.264404
	Iteration 11Q: 3 clusters Score -29774.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29774.082031 Penalty: 589.264404
	Iteration 12F: 3 clusters Score -29774.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Entering Unmasked Estep 
Score: -2472102.500000 Penalty: 491.409454
	Iteration 0F: 2 clusters Score -2472102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -2439235.000000 Penalty: 982.818909
	Iteration 0F: 3 clusters Score -2439235 nChanged 23774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -2454222.250000 Penalty: 982.818909
	Iteration 1F: 3 clusters Score -2454222 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -2455344.750000 Penalty: 982.818909
	Iteration 2Q: 3 clusters Score -2455345 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -2456826.250000 Penalty: 982.818909
	Iteration 3F: 3 clusters Score -2456826 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -2458463.000000 Penalty: 982.818909
	Iteration 4F: 3 clusters Score -2458463 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -2460117.500000 Penalty: 982.818909
	Iteration 5F: 3 clusters Score -2460118 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -2461680.500000 Penalty: 982.818909
	Iteration 6F: 3 clusters Score -2461680 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -2463035.250000 Penalty: 982.818909
	Iteration 7Q: 3 clusters Score -2463035 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -2464220.250000 Penalty: 982.818909
	Iteration 8Q: 3 clusters Score -2464220 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -2465240.500000 Penalty: 982.818909
	Iteration 9Q: 3 clusters Score -2465240 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -2466186.250000 Penalty: 982.818909
	Iteration 10Q: 3 clusters Score -2466186 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -2466990.750000 Penalty: 982.818909
	Iteration 11Q: 3 clusters Score -2466991 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -2467817.000000 Penalty: 982.818909
	Iteration 12Q: 3 clusters Score -2467817 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -2468684.500000 Penalty: 982.818909
	Iteration 13Q: 3 clusters Score -2468684 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -2469530.000000 Penalty: 982.818909
	Iteration 14Q: 3 clusters Score -2469530 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -2470253.000000 Penalty: 982.818909
	Iteration 15Q: 3 clusters Score -2470253 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -2470767.000000 Penalty: 982.818909
	Iteration 16Q: 3 clusters Score -2470767 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -2471147.250000 Penalty: 982.818909
	Iteration 17Q: 3 clusters Score -2471147 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -2471403.750000 Penalty: 982.818909
	Iteration 18Q: 3 clusters Score -2471404 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -2471572.000000 Penalty: 982.818909
	Iteration 19Q: 3 clusters Score -2471572 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -2471655.750000 Penalty: 982.818909
	Iteration 20F: 3 clusters Score -2471656 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -2471700.250000 Penalty: 982.818909
	Iteration 21Q: 3 clusters Score -2471700 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -2471747.750000 Penalty: 982.818909
	Iteration 22Q: 3 clusters Score -2471748 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -2471804.500000 Penalty: 982.818909
	Iteration 23Q: 3 clusters Score -2471804 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -2471839.750000 Penalty: 982.818909
	Iteration 24Q: 3 clusters Score -2471840 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -2471879.750000 Penalty: 982.818909
	Iteration 25Q: 3 clusters Score -2471880 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -2471907.000000 Penalty: 982.818909
	Iteration 26Q: 3 clusters Score -2471907 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -2471928.000000 Penalty: 982.818909
	Iteration 27Q: 3 clusters Score -2471928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -2471945.500000 Penalty: 982.818909
	Iteration 28Q: 3 clusters Score -2471946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -2471962.750000 Penalty: 982.818909
	Iteration 29Q: 3 clusters Score -2471963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -2471969.500000 Penalty: 982.818909
	Iteration 30Q: 3 clusters Score -2471970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -2471980.250000 Penalty: 982.818909
	Iteration 31Q: 3 clusters Score -2471980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -2471987.500000 Penalty: 982.818909
	Iteration 32Q: 3 clusters Score -2471988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -2471990.750000 Penalty: 982.818909
	Iteration 33Q: 3 clusters Score -2471991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -2471995.000000 Penalty: 982.818909
	Iteration 34Q: 3 clusters Score -2471995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -2471997.500000 Penalty: 982.818909
	Iteration 35Q: 3 clusters Score -2471998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -2471996.500000 Penalty: 982.818909
	Iteration 36Q: 3 clusters Score -2471996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -2471994.250000 Penalty: 982.818909
	Iteration 37Q: 3 clusters Score -2471994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -2471995.000000 Penalty: 982.818909
	Iteration 38Q: 3 clusters Score -2471995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -2471995.000000 Penalty: 982.818909
	Iteration 39Q: 3 clusters Score -2471995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -2472010.250000 Penalty: 982.818909
	Iteration 40F: 3 clusters Score -2472010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -2472019.250000 Penalty: 982.818909
	Iteration 41Q: 3 clusters Score -2472019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -2472026.000000 Penalty: 982.818909
	Iteration 42Q: 3 clusters Score -2472026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -2472031.500000 Penalty: 982.818909
	Iteration 43Q: 3 clusters Score -2472032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -2472030.000000 Penalty: 982.818909
	Iteration 44Q: 3 clusters Score -2472030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -2472034.250000 Penalty: 982.818909
	Iteration 45Q: 3 clusters Score -2472034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -2472035.000000 Penalty: 982.818909
	Iteration 46Q: 3 clusters Score -2472035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -2472036.250000 Penalty: 982.818909
	Iteration 47Q: 3 clusters Score -2472036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -2472044.250000 Penalty: 982.818909
	Iteration 48Q: 3 clusters Score -2472044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -2472048.750000 Penalty: 982.818909
	Iteration 49Q: 3 clusters Score -2472049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -2472057.750000 Penalty: 982.818909
	Iteration 50Q: 3 clusters Score -2472058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -2472058.000000 Penalty: 982.818909
	Iteration 51Q: 3 clusters Score -2472058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -2472065.250000 Penalty: 982.818909
	Iteration 52Q: 3 clusters Score -2472065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -2472067.500000 Penalty: 982.818909
	Iteration 53Q: 3 clusters Score -2472068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -2472069.000000 Penalty: 982.818909
	Iteration 54Q: 3 clusters Score -2472069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -2472069.500000 Penalty: 982.818909
	Iteration 55Q: 3 clusters Score -2472070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -2472071.000000 Penalty: 982.818909
	Iteration 56Q: 3 clusters Score -2472071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -2472072.250000 Penalty: 982.818909
	Iteration 57Q: 3 clusters Score -2472072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -2472075.000000 Penalty: 982.818909
	Iteration 58Q: 3 clusters Score -2472075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -2472073.750000 Penalty: 982.818909
	Iteration 59Q: 3 clusters Score -2472074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -2472074.500000 Penalty: 982.818909
	Iteration 60F: 3 clusters Score -2472074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -2472074.500000 Penalty: 982.818909
	Iteration 61Q: 3 clusters Score -2472074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -2472074.500000 Penalty: 982.818909
	Iteration 62Q: 3 clusters Score -2472074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -2472075.750000 Penalty: 982.818909
	Iteration 63Q: 3 clusters Score -2472076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -2472076.250000 Penalty: 982.818909
	Iteration 64Q: 3 clusters Score -2472076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -2472075.500000 Penalty: 982.818909
	Iteration 65Q: 3 clusters Score -2472076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -2472077.750000 Penalty: 982.818909
	Iteration 66Q: 3 clusters Score -2472078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -2472077.750000 Penalty: 982.818909
	Iteration 67F: 3 clusters Score -2472078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -14410.291016 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -14410.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14055.572266 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -14055.57 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14162.497070 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -14162.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14191.710938 Penalty: 526.328125
	Iteration 2F: 3 clusters Score -14191.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14198.972656 Penalty: 526.328125
	Iteration 3Q: 3 clusters Score -14198.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14204.759766 Penalty: 526.328125
	Iteration 4Q: 3 clusters Score -14204.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14206.054688 Penalty: 526.328125
	Iteration 5Q: 3 clusters Score -14206.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14206.054688 Penalty: 526.328125
	Iteration 6F: 3 clusters Score -14206.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -26045.908203 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -26045.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25547.548828 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -25547.55 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25703.613281 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -25703.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25733.916016 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -25733.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25752.638672 Penalty: 569.795776
	Iteration 3Q: 3 clusters Score -25752.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25759.888672 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -25759.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25764.152344 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -25764.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25769.244141 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -25769.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25772.287109 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -25772.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25775.814453 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -25775.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25780.488281 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -25780.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25783.138672 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -25783.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25784.742188 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -25784.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25788.818359 Penalty: 569.795776
	Iteration 12Q: 3 clusters Score -25788.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25792.994141 Penalty: 569.795776
	Iteration 13Q: 3 clusters Score -25792.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25797.798828 Penalty: 569.795776
	Iteration 14Q: 3 clusters Score -25797.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25803.906250 Penalty: 569.795776
	Iteration 15Q: 3 clusters Score -25803.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25805.636719 Penalty: 569.795776
	Iteration 16Q: 3 clusters Score -25805.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25807.898438 Penalty: 569.795776
	Iteration 17Q: 3 clusters Score -25807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25811.623047 Penalty: 569.795776
	Iteration 18Q: 3 clusters Score -25811.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25811.769531 Penalty: 569.795776
	Iteration 19Q: 3 clusters Score -25811.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25811.769531 Penalty: 569.795776
	Iteration 20F: 3 clusters Score -25811.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -54249.484375 Penalty: 316.868164
	Iteration 0F: 2 clusters Score -54249.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -53402.968750 Penalty: 633.736328
	Iteration 0F: 3 clusters Score -53402.97 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -53674.898438 Penalty: 633.736328
	Iteration 1F: 3 clusters Score -53674.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -53739.937500 Penalty: 633.736328
	Iteration 2F: 3 clusters Score -53739.94 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -53801.589844 Penalty: 633.736328
	Iteration 3F: 3 clusters Score -53801.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -53852.226562 Penalty: 633.736328
	Iteration 4Q: 3 clusters Score -53852.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -53895.265625 Penalty: 633.736328
	Iteration 5Q: 3 clusters Score -53895.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -53930.648438 Penalty: 633.736328
	Iteration 6Q: 3 clusters Score -53930.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -53951.500000 Penalty: 633.736328
	Iteration 7Q: 3 clusters Score -53951.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -53962.769531 Penalty: 633.736328
	Iteration 8Q: 3 clusters Score -53962.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -53970.667969 Penalty: 633.736328
	Iteration 9Q: 3 clusters Score -53970.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -53977.300781 Penalty: 633.736328
	Iteration 10Q: 3 clusters Score -53977.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -53988.542969 Penalty: 633.736328
	Iteration 11Q: 3 clusters Score -53988.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -54004.738281 Penalty: 633.736328
	Iteration 12Q: 3 clusters Score -54004.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -54021.074219 Penalty: 633.736328
	Iteration 13Q: 3 clusters Score -54021.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -54032.996094 Penalty: 633.736328
	Iteration 14Q: 3 clusters Score -54033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -54044.417969 Penalty: 633.736328
	Iteration 15Q: 3 clusters Score -54044.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -54046.765625 Penalty: 633.736328
	Iteration 16Q: 3 clusters Score -54046.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -54048.277344 Penalty: 633.736328
	Iteration 17Q: 3 clusters Score -54048.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -54049.269531 Penalty: 633.736328
	Iteration 18Q: 3 clusters Score -54049.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -54050.218750 Penalty: 633.736328
	Iteration 19Q: 3 clusters Score -54050.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -54050.640625 Penalty: 633.736328
	Iteration 20F: 3 clusters Score -54050.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -54051.046875 Penalty: 633.736328
	Iteration 21Q: 3 clusters Score -54051.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -54051.046875 Penalty: 633.736328
	Iteration 22F: 3 clusters Score -54051.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7066.568359 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7066.568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6818.813477 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -6818.813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6859.590820 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -6859.591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6870.902344 Penalty: 454.746338
	Iteration 2Q: 3 clusters Score -6870.902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6878.401367 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -6878.401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6883.295410 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -6883.295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6884.009766 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -6884.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6884.009766 Penalty: 454.746338
	Iteration 6F: 3 clusters Score -6884.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -19135.025391 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -19135.03 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 196 members 
Entering Unmasked Estep 
Score: -18683.314453 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -18683.31 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18791.179688 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -18791.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18834.873047 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -18834.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18876.757812 Penalty: 550.525757
	Iteration 3F: 3 clusters Score -18876.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18906.007812 Penalty: 550.525757
	Iteration 4F: 3 clusters Score -18906.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18934.316406 Penalty: 550.525757
	Iteration 5F: 3 clusters Score -18934.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18951.451172 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -18951.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18957.601562 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -18957.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -18964.123047 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -18964.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18968.453125 Penalty: 550.525757
	Iteration 9Q: 3 clusters Score -18968.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18969.134766 Penalty: 550.525757
	Iteration 10Q: 3 clusters Score -18969.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18969.134766 Penalty: 550.525757
	Iteration 11F: 3 clusters Score -18969.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -65739.414062 Penalty: 324.782318
	Iteration 0F: 2 clusters Score -65739.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -64757.679688 Penalty: 649.564636
	Iteration 0F: 3 clusters Score -64757.68 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -65012.890625 Penalty: 649.564636
	Iteration 1F: 3 clusters Score -65012.89 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -65060.246094 Penalty: 649.564636
	Iteration 2F: 3 clusters Score -65060.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -65094.527344 Penalty: 649.564636
	Iteration 3F: 3 clusters Score -65094.53 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -65124.425781 Penalty: 649.564636
	Iteration 4Q: 3 clusters Score -65124.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -65154.355469 Penalty: 649.564636
	Iteration 5Q: 3 clusters Score -65154.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -65188.691406 Penalty: 649.564636
	Iteration 6Q: 3 clusters Score -65188.69 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -65217.386719 Penalty: 649.564636
	Iteration 7Q: 3 clusters Score -65217.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -65247.437500 Penalty: 649.564636
	Iteration 8Q: 3 clusters Score -65247.44 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -65293.371094 Penalty: 649.564636
	Iteration 9Q: 3 clusters Score -65293.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -65344.089844 Penalty: 649.564636
	Iteration 10Q: 3 clusters Score -65344.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -65391.765625 Penalty: 649.564636
	Iteration 11Q: 3 clusters Score -65391.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -65414.691406 Penalty: 649.564636
	Iteration 12Q: 3 clusters Score -65414.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -65441.875000 Penalty: 649.564636
	Iteration 13Q: 3 clusters Score -65441.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -65457.093750 Penalty: 649.564636
	Iteration 14Q: 3 clusters Score -65457.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -65471.855469 Penalty: 649.564636
	Iteration 15Q: 3 clusters Score -65471.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -65480.089844 Penalty: 649.564636
	Iteration 16Q: 3 clusters Score -65480.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -65483.457031 Penalty: 649.564636
	Iteration 17Q: 3 clusters Score -65483.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -65486.210938 Penalty: 649.564636
	Iteration 18Q: 3 clusters Score -65486.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -65488.546875 Penalty: 649.564636
	Iteration 19Q: 3 clusters Score -65488.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -65490.023438 Penalty: 649.564636
	Iteration 20F: 3 clusters Score -65490.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -19097.150391 Penalty: 274.286652
	Iteration 0F: 2 clusters Score -19097.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18661.931641 Penalty: 548.573303
	Iteration 0F: 3 clusters Score -18661.93 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18777.552734 Penalty: 548.573303
	Iteration 1F: 3 clusters Score -18777.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18845.730469 Penalty: 548.573303
	Iteration 2F: 3 clusters Score -18845.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18875.269531 Penalty: 548.573303
	Iteration 3F: 3 clusters Score -18875.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18895.082031 Penalty: 548.573303
	Iteration 4Q: 3 clusters Score -18895.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18904.849609 Penalty: 548.573303
	Iteration 5Q: 3 clusters Score -18904.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18917.398438 Penalty: 548.573303
	Iteration 6Q: 3 clusters Score -18917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18924.703125 Penalty: 548.573303
	Iteration 7Q: 3 clusters Score -18924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18926.126953 Penalty: 548.573303
	Iteration 8Q: 3 clusters Score -18926.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18926.126953 Penalty: 548.573303
	Iteration 9F: 3 clusters Score -18926.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -13121.038086 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -13121.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12783.855469 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -12783.86 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12848.069336 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -12848.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12875.406250 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -12875.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12892.397461 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -12892.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12906.795898 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -12906.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12918.226562 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -12918.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12923.368164 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -12923.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12928.104492 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -12928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12930.650391 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -12930.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12932.203125 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -12932.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12933.553711 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -12933.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12938.149414 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -12938.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12939.312500 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -12939.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12943.248047 Penalty: 509.456421
	Iteration 13Q: 3 clusters Score -12943.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12949.407227 Penalty: 509.456421
	Iteration 14Q: 3 clusters Score -12949.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12953.761719 Penalty: 509.456421
	Iteration 15Q: 3 clusters Score -12953.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12955.521484 Penalty: 509.456421
	Iteration 16Q: 3 clusters Score -12955.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12955.521484 Penalty: 509.456421
	Iteration 17F: 3 clusters Score -12955.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -23173.695312 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -23173.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22665.373047 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -22665.37 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22810.527344 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -22810.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22833.355469 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -22833.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22855.574219 Penalty: 569.621948
	Iteration 3Q: 3 clusters Score -22855.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22872.224609 Penalty: 569.621948
	Iteration 4Q: 3 clusters Score -22872.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22886.162109 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -22886.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22893.867188 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -22893.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22897.371094 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -22897.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22900.451172 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -22900.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22903.115234 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -22903.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22904.259766 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -22904.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22906.111328 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -22906.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22907.498047 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -22907.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22908.423828 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -22908.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22908.841797 Penalty: 569.621948
	Iteration 14Q: 3 clusters Score -22908.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22909.214844 Penalty: 569.621948
	Iteration 15Q: 3 clusters Score -22909.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22909.640625 Penalty: 569.621948
	Iteration 16Q: 3 clusters Score -22909.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22910.511719 Penalty: 569.621948
	Iteration 17Q: 3 clusters Score -22910.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22912.267578 Penalty: 569.621948
	Iteration 18Q: 3 clusters Score -22912.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22914.335938 Penalty: 569.621948
	Iteration 19Q: 3 clusters Score -22914.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22917.101562 Penalty: 569.621948
	Iteration 20F: 3 clusters Score -22917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22918.248047 Penalty: 569.621948
	Iteration 21Q: 3 clusters Score -22918.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22923.681641 Penalty: 569.621948
	Iteration 22Q: 3 clusters Score -22923.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22929.310547 Penalty: 569.621948
	Iteration 23Q: 3 clusters Score -22929.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22934.294922 Penalty: 569.621948
	Iteration 24Q: 3 clusters Score -22934.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22939.832031 Penalty: 569.621948
	Iteration 25Q: 3 clusters Score -22939.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22941.009766 Penalty: 569.621948
	Iteration 26Q: 3 clusters Score -22941.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22943.369141 Penalty: 569.621948
	Iteration 27Q: 3 clusters Score -22943.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22946.814453 Penalty: 569.621948
	Iteration 28Q: 3 clusters Score -22946.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22951.708984 Penalty: 569.621948
	Iteration 29Q: 3 clusters Score -22951.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22959.511719 Penalty: 569.621948
	Iteration 30Q: 3 clusters Score -22959.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22990.716797 Penalty: 569.621948
	Iteration 31Q: 3 clusters Score -22990.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23013.767578 Penalty: 569.621948
	Iteration 32Q: 3 clusters Score -23013.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23040.382812 Penalty: 569.621948
	Iteration 33Q: 3 clusters Score -23040.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23053.796875 Penalty: 569.621948
	Iteration 34Q: 3 clusters Score -23053.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23068.380859 Penalty: 569.621948
	Iteration 35Q: 3 clusters Score -23068.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23092.289062 Penalty: 569.621948
	Iteration 36Q: 3 clusters Score -23092.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23117.566406 Penalty: 569.621948
	Iteration 37Q: 3 clusters Score -23117.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23128.962891 Penalty: 569.621948
	Iteration 38Q: 3 clusters Score -23128.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23136.929688 Penalty: 569.621948
	Iteration 39Q: 3 clusters Score -23136.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23161.849609 Penalty: 569.621948
	Iteration 40F: 3 clusters Score -23161.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23187.878906 Penalty: 569.621948
	Iteration 41Q: 3 clusters Score -23187.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23193.712891 Penalty: 569.621948
	Iteration 42Q: 3 clusters Score -23193.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23194.236328 Penalty: 569.621948
	Iteration 43Q: 3 clusters Score -23194.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23194.470703 Penalty: 569.621948
	Iteration 44Q: 3 clusters Score -23194.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23194.673828 Penalty: 569.621948
	Iteration 45Q: 3 clusters Score -23194.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23194.673828 Penalty: 569.621948
	Iteration 46F: 3 clusters Score -23194.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70633 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49031 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 24455 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308279 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50809 members 
Mstep: Class 36 contains 33 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
Score: -27461172.000000 Penalty: 22205.326172
Splitting cluster 24 changes total score from -27461428.000000 to -27461172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (24455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Entering Unmasked Estep 
Score: -1354456.625000 Penalty: 459.758850
	Iteration 0F: 2 clusters Score -1354457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1337975.250000 Penalty: 919.517700
	Iteration 0F: 3 clusters Score -1337975 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1345011.125000 Penalty: 919.517700
	Iteration 1F: 3 clusters Score -1345011 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1345522.500000 Penalty: 919.517700
	Iteration 2Q: 3 clusters Score -1345522 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1346398.125000 Penalty: 919.517700
	Iteration 3F: 3 clusters Score -1346398 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1347657.625000 Penalty: 919.517700
	Iteration 4F: 3 clusters Score -1347658 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1349367.875000 Penalty: 919.517700
	Iteration 5F: 3 clusters Score -1349368 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1350895.625000 Penalty: 919.517700
	Iteration 6F: 3 clusters Score -1350896 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1351743.250000 Penalty: 919.517700
	Iteration 7Q: 3 clusters Score -1351743 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1352072.125000 Penalty: 919.517700
	Iteration 8Q: 3 clusters Score -1352072 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1352235.250000 Penalty: 919.517700
	Iteration 9Q: 3 clusters Score -1352235 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1352356.375000 Penalty: 919.517700
	Iteration 10Q: 3 clusters Score -1352356 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1352452.000000 Penalty: 919.517700
	Iteration 11Q: 3 clusters Score -1352452 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1352548.000000 Penalty: 919.517700
	Iteration 12Q: 3 clusters Score -1352548 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1352645.875000 Penalty: 919.517700
	Iteration 13Q: 3 clusters Score -1352646 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1352743.875000 Penalty: 919.517700
	Iteration 14Q: 3 clusters Score -1352744 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1352847.750000 Penalty: 919.517700
	Iteration 15Q: 3 clusters Score -1352848 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1352953.000000 Penalty: 919.517700
	Iteration 16Q: 3 clusters Score -1352953 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1353049.250000 Penalty: 919.517700
	Iteration 17Q: 3 clusters Score -1353049 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1353142.875000 Penalty: 919.517700
	Iteration 18Q: 3 clusters Score -1353143 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1353223.125000 Penalty: 919.517700
	Iteration 19Q: 3 clusters Score -1353223 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1353298.875000 Penalty: 919.517700
	Iteration 20F: 3 clusters Score -1353299 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1353359.250000 Penalty: 919.517700
	Iteration 21Q: 3 clusters Score -1353359 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1353419.250000 Penalty: 919.517700
	Iteration 22Q: 3 clusters Score -1353419 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1353478.625000 Penalty: 919.517700
	Iteration 23Q: 3 clusters Score -1353479 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1353545.125000 Penalty: 919.517700
	Iteration 24Q: 3 clusters Score -1353545 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1353624.750000 Penalty: 919.517700
	Iteration 25Q: 3 clusters Score -1353625 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1353684.375000 Penalty: 919.517700
	Iteration 26Q: 3 clusters Score -1353684 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1353732.125000 Penalty: 919.517700
	Iteration 27Q: 3 clusters Score -1353732 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1353770.875000 Penalty: 919.517700
	Iteration 28Q: 3 clusters Score -1353771 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1353810.875000 Penalty: 919.517700
	Iteration 29Q: 3 clusters Score -1353811 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1353833.250000 Penalty: 919.517700
	Iteration 30Q: 3 clusters Score -1353833 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1353862.000000 Penalty: 919.517700
	Iteration 31Q: 3 clusters Score -1353862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1353886.875000 Penalty: 919.517700
	Iteration 32Q: 3 clusters Score -1353887 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1353911.625000 Penalty: 919.517700
	Iteration 33Q: 3 clusters Score -1353912 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1353932.125000 Penalty: 919.517700
	Iteration 34Q: 3 clusters Score -1353932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1353950.625000 Penalty: 919.517700
	Iteration 35Q: 3 clusters Score -1353951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1353963.375000 Penalty: 919.517700
	Iteration 36Q: 3 clusters Score -1353963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1353969.250000 Penalty: 919.517700
	Iteration 37Q: 3 clusters Score -1353969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1353978.500000 Penalty: 919.517700
	Iteration 38Q: 3 clusters Score -1353978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1353986.000000 Penalty: 919.517700
	Iteration 39Q: 3 clusters Score -1353986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1353997.000000 Penalty: 919.517700
	Iteration 40F: 3 clusters Score -1353997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1354000.125000 Penalty: 919.517700
	Iteration 41Q: 3 clusters Score -1354000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1354004.375000 Penalty: 919.517700
	Iteration 42Q: 3 clusters Score -1354004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1354013.125000 Penalty: 919.517700
	Iteration 43Q: 3 clusters Score -1354013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1354020.125000 Penalty: 919.517700
	Iteration 44Q: 3 clusters Score -1354020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1354024.375000 Penalty: 919.517700
	Iteration 45Q: 3 clusters Score -1354024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1354028.125000 Penalty: 919.517700
	Iteration 46Q: 3 clusters Score -1354028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1354029.625000 Penalty: 919.517700
	Iteration 47Q: 3 clusters Score -1354030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1354032.250000 Penalty: 919.517700
	Iteration 48Q: 3 clusters Score -1354032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1354035.875000 Penalty: 919.517700
	Iteration 49Q: 3 clusters Score -1354036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1354037.750000 Penalty: 919.517700
	Iteration 50Q: 3 clusters Score -1354038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1354036.625000 Penalty: 919.517700
	Iteration 51Q: 3 clusters Score -1354037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1354036.500000 Penalty: 919.517700
	Iteration 52Q: 3 clusters Score -1354036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1354036.375000 Penalty: 919.517700
	Iteration 53Q: 3 clusters Score -1354036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1354036.375000 Penalty: 919.517700
	Iteration 54F: 3 clusters Score -1354036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -6409.600586 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -6409.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6156.434570 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -6156.435 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6224.620117 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -6224.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6231.818359 Penalty: 474.063232
	Iteration 2Q: 3 clusters Score -6231.818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6234.334961 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -6234.335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6242.408691 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -6242.409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6245.302734 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -6245.303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6253.542969 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -6253.543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6263.159180 Penalty: 474.063232
	Iteration 7Q: 3 clusters Score -6263.159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6263.594238 Penalty: 474.063232
	Iteration 8Q: 3 clusters Score -6263.594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6263.594238 Penalty: 474.063232
	Iteration 9F: 3 clusters Score -6263.594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -35616.492188 Penalty: 297.287384
	Iteration 0F: 2 clusters Score -35616.49 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 327 members 
Entering Unmasked Estep 
Score: -35030.488281 Penalty: 594.574768
	Iteration 0F: 3 clusters Score -35030.49 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -35220.390625 Penalty: 594.574768
	Iteration 1F: 3 clusters Score -35220.39 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -35270.300781 Penalty: 594.574768
	Iteration 2F: 3 clusters Score -35270.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -35295.371094 Penalty: 594.574768
	Iteration 3Q: 3 clusters Score -35295.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -35321.343750 Penalty: 594.574768
	Iteration 4Q: 3 clusters Score -35321.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -35337.945312 Penalty: 594.574768
	Iteration 5Q: 3 clusters Score -35337.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35351.910156 Penalty: 594.574768
	Iteration 6Q: 3 clusters Score -35351.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35362.656250 Penalty: 594.574768
	Iteration 7Q: 3 clusters Score -35362.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35366.750000 Penalty: 594.574768
	Iteration 8Q: 3 clusters Score -35366.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35370.964844 Penalty: 594.574768
	Iteration 9Q: 3 clusters Score -35370.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -35377.000000 Penalty: 594.574768
	Iteration 10Q: 3 clusters Score -35377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35380.820312 Penalty: 594.574768
	Iteration 11Q: 3 clusters Score -35380.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35382.113281 Penalty: 594.574768
	Iteration 12Q: 3 clusters Score -35382.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35385.203125 Penalty: 594.574768
	Iteration 13Q: 3 clusters Score -35385.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35388.492188 Penalty: 594.574768
	Iteration 14Q: 3 clusters Score -35388.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35394.808594 Penalty: 594.574768
	Iteration 15Q: 3 clusters Score -35394.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35399.414062 Penalty: 594.574768
	Iteration 16Q: 3 clusters Score -35399.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35400.574219 Penalty: 594.574768
	Iteration 17Q: 3 clusters Score -35400.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35402.707031 Penalty: 594.574768
	Iteration 18Q: 3 clusters Score -35402.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35404.167969 Penalty: 594.574768
	Iteration 19Q: 3 clusters Score -35404.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35404.847656 Penalty: 594.574768
	Iteration 20F: 3 clusters Score -35404.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35405.585938 Penalty: 594.574768
	Iteration 21Q: 3 clusters Score -35405.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35406.066406 Penalty: 594.574768
	Iteration 22Q: 3 clusters Score -35406.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35406.445312 Penalty: 594.574768
	Iteration 23Q: 3 clusters Score -35406.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35406.445312 Penalty: 594.574768
	Iteration 24F: 3 clusters Score -35406.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -5935.335938 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -5935.336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5701.453125 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -5701.453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5736.832031 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -5736.832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5745.432617 Penalty: 439.376556
	Iteration 2Q: 3 clusters Score -5745.433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5752.125977 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -5752.126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5756.088379 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -5756.088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5760.748535 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -5760.749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5762.430176 Penalty: 439.376556
	Iteration 6Q: 3 clusters Score -5762.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5765.293945 Penalty: 439.376556
	Iteration 7Q: 3 clusters Score -5765.294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5766.456055 Penalty: 439.376556
	Iteration 8Q: 3 clusters Score -5766.456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5766.456055 Penalty: 439.376556
	Iteration 9F: 3 clusters Score -5766.456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -6925.556152 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -6925.556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6703.281250 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -6703.281 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6782.207031 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -6782.207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6817.721680 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -6817.722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6828.608887 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -6828.609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6844.920898 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -6844.921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6860.404297 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -6860.404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6867.029297 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -6867.029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6874.480957 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -6874.481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6879.866211 Penalty: 467.357666
	Iteration 8Q: 3 clusters Score -6879.866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6879.926270 Penalty: 467.357666
	Iteration 9F: 3 clusters Score -6879.926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6895.628418 Penalty: 467.357666
	Iteration 10Q: 3 clusters Score -6895.628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6900.836426 Penalty: 467.357666
	Iteration 11Q: 3 clusters Score -6900.836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6900.836426 Penalty: 467.357666
	Iteration 12F: 3 clusters Score -6900.836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (308279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308279 members 
Entering Unmasked Estep 
Score: -16298602.000000 Penalty: 575.063599
	Iteration 0F: 2 clusters Score -1.62986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154244 members 
Mstep: Class 2 contains 154035 members 
Entering Unmasked Estep 
Score: -16110041.000000 Penalty: 1150.127197
	Iteration 0F: 3 clusters Score -1.611004e+07 nChanged 152094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151776 members 
Mstep: Class 2 contains 156503 members 
Entering Unmasked Estep 
Score: -16210435.000000 Penalty: 1150.127197
	Iteration 1F: 3 clusters Score -1.621044e+07 nChanged 15393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152625 members 
Mstep: Class 2 contains 155654 members 
Entering Unmasked Estep 
Score: -16219560.000000 Penalty: 1150.127197
	Iteration 2Q: 3 clusters Score -1.621956e+07 nChanged 18797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 153785 members 
Entering Unmasked Estep 
Score: -16233673.000000 Penalty: 1150.127197
	Iteration 3F: 3 clusters Score -1.623367e+07 nChanged 21107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156683 members 
Mstep: Class 2 contains 151596 members 
Entering Unmasked Estep 
Score: -16250245.000000 Penalty: 1150.127197
	Iteration 4F: 3 clusters Score -1.625024e+07 nChanged 18416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158333 members 
Mstep: Class 2 contains 149946 members 
Entering Unmasked Estep 
Score: -16259812.000000 Penalty: 1150.127197
	Iteration 5F: 3 clusters Score -1.625981e+07 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159376 members 
Mstep: Class 2 contains 148903 members 
Entering Unmasked Estep 
Score: -16262328.000000 Penalty: 1150.127197
	Iteration 6Q: 3 clusters Score -1.626233e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160395 members 
Mstep: Class 2 contains 147884 members 
Entering Unmasked Estep 
Score: -16262733.000000 Penalty: 1150.127197
	Iteration 7Q: 3 clusters Score -1.626273e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161464 members 
Mstep: Class 2 contains 146815 members 
Entering Unmasked Estep 
Score: -16262823.000000 Penalty: 1150.127197
	Iteration 8Q: 3 clusters Score -1.626282e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162652 members 
Mstep: Class 2 contains 145627 members 
Entering Unmasked Estep 
Score: -16262899.000000 Penalty: 1150.127197
	Iteration 9Q: 3 clusters Score -1.62629e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163952 members 
Mstep: Class 2 contains 144327 members 
Entering Unmasked Estep 
Score: -16262904.000000 Penalty: 1150.127197
	Iteration 10Q: 3 clusters Score -1.62629e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165414 members 
Mstep: Class 2 contains 142865 members 
Entering Unmasked Estep 
Score: -16263034.000000 Penalty: 1150.127197
	Iteration 11Q: 3 clusters Score -1.626303e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166974 members 
Mstep: Class 2 contains 141305 members 
Entering Unmasked Estep 
Score: -16263154.000000 Penalty: 1150.127197
	Iteration 12Q: 3 clusters Score -1.626315e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168671 members 
Mstep: Class 2 contains 139608 members 
Entering Unmasked Estep 
Score: -16263152.000000 Penalty: 1150.127197
	Iteration 13Q: 3 clusters Score -1.626315e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170471 members 
Mstep: Class 2 contains 137808 members 
Entering Unmasked Estep 
Score: -16263286.000000 Penalty: 1150.127197
	Iteration 14Q: 3 clusters Score -1.626329e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172416 members 
Mstep: Class 2 contains 135863 members 
Entering Unmasked Estep 
Score: -16263400.000000 Penalty: 1150.127197
	Iteration 15Q: 3 clusters Score -1.62634e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174617 members 
Mstep: Class 2 contains 133662 members 
Entering Unmasked Estep 
Score: -16263473.000000 Penalty: 1150.127197
	Iteration 16Q: 3 clusters Score -1.626347e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176919 members 
Mstep: Class 2 contains 131360 members 
Entering Unmasked Estep 
Score: -16263652.000000 Penalty: 1150.127197
	Iteration 17Q: 3 clusters Score -1.626365e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179470 members 
Mstep: Class 2 contains 128809 members 
Entering Unmasked Estep 
Score: -16263898.000000 Penalty: 1150.127197
	Iteration 18Q: 3 clusters Score -1.62639e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182195 members 
Mstep: Class 2 contains 126084 members 
Entering Unmasked Estep 
Score: -16264260.000000 Penalty: 1150.127197
	Iteration 19Q: 3 clusters Score -1.626426e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185245 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -16264601.000000 Penalty: 1150.127197
	Iteration 20F: 3 clusters Score -1.62646e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188673 members 
Mstep: Class 2 contains 119606 members 
Entering Unmasked Estep 
Score: -16265092.000000 Penalty: 1150.127197
	Iteration 21Q: 3 clusters Score -1.626509e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192339 members 
Mstep: Class 2 contains 115940 members 
Entering Unmasked Estep 
Score: -16265620.000000 Penalty: 1150.127197
	Iteration 22Q: 3 clusters Score -1.626562e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196307 members 
Mstep: Class 2 contains 111972 members 
Entering Unmasked Estep 
Score: -16266277.000000 Penalty: 1150.127197
	Iteration 23Q: 3 clusters Score -1.626628e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200568 members 
Mstep: Class 2 contains 107711 members 
Entering Unmasked Estep 
Score: -16266916.000000 Penalty: 1150.127197
	Iteration 24Q: 3 clusters Score -1.626692e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205170 members 
Mstep: Class 2 contains 103109 members 
Entering Unmasked Estep 
Score: -16267832.000000 Penalty: 1150.127197
	Iteration 25Q: 3 clusters Score -1.626783e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210142 members 
Mstep: Class 2 contains 98137 members 
Entering Unmasked Estep 
Score: -16268911.000000 Penalty: 1150.127197
	Iteration 26Q: 3 clusters Score -1.626891e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215409 members 
Mstep: Class 2 contains 92870 members 
Entering Unmasked Estep 
Score: -16270229.000000 Penalty: 1150.127197
	Iteration 27Q: 3 clusters Score -1.627023e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221308 members 
Mstep: Class 2 contains 86971 members 
Entering Unmasked Estep 
Score: -16271826.000000 Penalty: 1150.127197
	Iteration 28Q: 3 clusters Score -1.627183e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227594 members 
Mstep: Class 2 contains 80685 members 
Entering Unmasked Estep 
Score: -16273654.000000 Penalty: 1150.127197
	Iteration 29Q: 3 clusters Score -1.627365e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234303 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -16275632.000000 Penalty: 1150.127197
	Iteration 30Q: 3 clusters Score -1.627563e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241383 members 
Mstep: Class 2 contains 66896 members 
Entering Unmasked Estep 
Score: -16277913.000000 Penalty: 1150.127197
	Iteration 31Q: 3 clusters Score -1.627791e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248877 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -16280756.000000 Penalty: 1150.127197
	Iteration 32Q: 3 clusters Score -1.628076e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256387 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -16283710.000000 Penalty: 1150.127197
	Iteration 33Q: 3 clusters Score -1.628371e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263929 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -16286769.000000 Penalty: 1150.127197
	Iteration 34Q: 3 clusters Score -1.628677e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271082 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -16290964.000000 Penalty: 1150.127197
	Iteration 35Q: 3 clusters Score -1.629096e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277933 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -16294294.000000 Penalty: 1150.127197
	Iteration 36Q: 3 clusters Score -1.629429e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284376 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -16296161.000000 Penalty: 1150.127197
	Iteration 37Q: 3 clusters Score -1.629616e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290245 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -16297010.000000 Penalty: 1150.127197
	Iteration 38Q: 3 clusters Score -1.629701e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294960 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -16297217.000000 Penalty: 1150.127197
	Iteration 39Q: 3 clusters Score -1.629722e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298429 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -16297771.000000 Penalty: 1150.127197
	Iteration 40F: 3 clusters Score -1.629777e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301491 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -16297909.000000 Penalty: 1150.127197
	Iteration 41Q: 3 clusters Score -1.629791e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303502 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -16297993.000000 Penalty: 1150.127197
	Iteration 42Q: 3 clusters Score -1.629799e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304854 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -16297987.000000 Penalty: 1150.127197
	Iteration 43Q: 3 clusters Score -1.629799e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305701 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -16298027.000000 Penalty: 1150.127197
	Iteration 44Q: 3 clusters Score -1.629803e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306274 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -16298098.000000 Penalty: 1150.127197
	Iteration 45Q: 3 clusters Score -1.62981e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306653 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -16298165.000000 Penalty: 1150.127197
	Iteration 46Q: 3 clusters Score -1.629816e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306918 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -16298221.000000 Penalty: 1150.127197
	Iteration 47Q: 3 clusters Score -1.629822e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307091 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -16298211.000000 Penalty: 1150.127197
	Iteration 48Q: 3 clusters Score -1.629821e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307213 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -16298220.000000 Penalty: 1150.127197
	Iteration 49Q: 3 clusters Score -1.629822e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307304 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -16298276.000000 Penalty: 1150.127197
	Iteration 50Q: 3 clusters Score -1.629828e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307371 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -16298289.000000 Penalty: 1150.127197
	Iteration 51Q: 3 clusters Score -1.629829e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307416 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -16298314.000000 Penalty: 1150.127197
	Iteration 52Q: 3 clusters Score -1.629831e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307457 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -16298301.000000 Penalty: 1150.127197
	Iteration 53Q: 3 clusters Score -1.62983e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307488 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -16298325.000000 Penalty: 1150.127197
	Iteration 54Q: 3 clusters Score -1.629832e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307505 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -16298328.000000 Penalty: 1150.127197
	Iteration 55Q: 3 clusters Score -1.629833e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307524 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -16298342.000000 Penalty: 1150.127197
	Iteration 56Q: 3 clusters Score -1.629834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307537 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -16298348.000000 Penalty: 1150.127197
	Iteration 57Q: 3 clusters Score -1.629835e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307552 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -16298349.000000 Penalty: 1150.127197
	Iteration 58Q: 3 clusters Score -1.629835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307566 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -16298353.000000 Penalty: 1150.127197
	Iteration 59Q: 3 clusters Score -1.629835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307570 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -16298344.000000 Penalty: 1150.127197
	Iteration 60F: 3 clusters Score -1.629834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307579 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -16298347.000000 Penalty: 1150.127197
	Iteration 61Q: 3 clusters Score -1.629835e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307583 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -16298334.000000 Penalty: 1150.127197
	Iteration 62Q: 3 clusters Score -1.629833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307585 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -16298343.000000 Penalty: 1150.127197
	Iteration 63Q: 3 clusters Score -1.629834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307590 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -16298347.000000 Penalty: 1150.127197
	Iteration 64Q: 3 clusters Score -1.629835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307589 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -16298338.000000 Penalty: 1150.127197
	Iteration 65Q: 3 clusters Score -1.629834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307588 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -16298349.000000 Penalty: 1150.127197
	Iteration 66Q: 3 clusters Score -1.629835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307592 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -16298364.000000 Penalty: 1150.127197
	Iteration 67Q: 3 clusters Score -1.629836e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307592 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -16298365.000000 Penalty: 1150.127197
	Iteration 68Q: 3 clusters Score -1.629836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307591 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -16298375.000000 Penalty: 1150.127197
	Iteration 69Q: 3 clusters Score -1.629838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307583 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -16298373.000000 Penalty: 1150.127197
	Iteration 70Q: 3 clusters Score -1.629837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307578 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16298388.000000 Penalty: 1150.127197
	Iteration 71Q: 3 clusters Score -1.629839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307574 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -16298386.000000 Penalty: 1150.127197
	Iteration 72Q: 3 clusters Score -1.629839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307572 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -16298378.000000 Penalty: 1150.127197
	Iteration 73Q: 3 clusters Score -1.629838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307575 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -16298384.000000 Penalty: 1150.127197
	Iteration 74Q: 3 clusters Score -1.629838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307575 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -16298378.000000 Penalty: 1150.127197
	Iteration 75Q: 3 clusters Score -1.629838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307576 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -16298375.000000 Penalty: 1150.127197
	Iteration 76Q: 3 clusters Score -1.629838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307577 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -16298380.000000 Penalty: 1150.127197
	Iteration 77Q: 3 clusters Score -1.629838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307576 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -16298380.000000 Penalty: 1150.127197
	Iteration 78Q: 3 clusters Score -1.629838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307576 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -16298383.000000 Penalty: 1150.127197
	Iteration 79Q: 3 clusters Score -1.629838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307573 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -16298388.000000 Penalty: 1150.127197
	Iteration 80F: 3 clusters Score -1.629839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307571 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -16298395.000000 Penalty: 1150.127197
	Iteration 81Q: 3 clusters Score -1.62984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307569 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -16298398.000000 Penalty: 1150.127197
	Iteration 82Q: 3 clusters Score -1.62984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307570 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -16298398.000000 Penalty: 1150.127197
	Iteration 83Q: 3 clusters Score -1.62984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307569 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -16298397.000000 Penalty: 1150.127197
	Iteration 84Q: 3 clusters Score -1.62984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307569 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -16298399.000000 Penalty: 1150.127197
	Iteration 85Q: 3 clusters Score -1.62984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307566 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -16298419.000000 Penalty: 1150.127197
	Iteration 86Q: 3 clusters Score -1.629842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307562 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -16298427.000000 Penalty: 1150.127197
	Iteration 87Q: 3 clusters Score -1.629843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307562 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -16298431.000000 Penalty: 1150.127197
	Iteration 88Q: 3 clusters Score -1.629843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307562 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -16298424.000000 Penalty: 1150.127197
	Iteration 89Q: 3 clusters Score -1.629842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307562 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -16298428.000000 Penalty: 1150.127197
	Iteration 90Q: 3 clusters Score -1.629843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307561 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -16298427.000000 Penalty: 1150.127197
	Iteration 91Q: 3 clusters Score -1.629843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307560 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -16298439.000000 Penalty: 1150.127197
	Iteration 92Q: 3 clusters Score -1.629844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307562 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -16298439.000000 Penalty: 1150.127197
	Iteration 93Q: 3 clusters Score -1.629844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307565 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -16298422.000000 Penalty: 1150.127197
	Iteration 94Q: 3 clusters Score -1.629842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307567 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -16298426.000000 Penalty: 1150.127197
	Iteration 95Q: 3 clusters Score -1.629843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307574 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -16298426.000000 Penalty: 1150.127197
	Iteration 96Q: 3 clusters Score -1.629843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307578 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16298425.000000 Penalty: 1150.127197
	Iteration 97Q: 3 clusters Score -1.629842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307578 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16298435.000000 Penalty: 1150.127197
	Iteration 98Q: 3 clusters Score -1.629844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307577 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -16298430.000000 Penalty: 1150.127197
	Iteration 99Q: 3 clusters Score -1.629843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307577 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -16298430.000000 Penalty: 1150.127197
	Iteration 100F: 3 clusters Score -1.629843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (38 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Entering Unmasked Estep 
Score: -1524.824829 Penalty: 165.510162
	Iteration 0F: 2 clusters Score -1524.825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1417.663696 Penalty: 331.020325
	Iteration 0F: 3 clusters Score -1417.664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1435.850708 Penalty: 331.020325
	Iteration 1F: 3 clusters Score -1435.851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -28137.919922 Penalty: 291.812378
	Iteration 0F: 2 clusters Score -28137.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -27569.021484 Penalty: 583.624756
	Iteration 0F: 3 clusters Score -27569.02 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -27747.302734 Penalty: 583.624756
	Iteration 1F: 3 clusters Score -27747.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -27789.505859 Penalty: 583.624756
	Iteration 2F: 3 clusters Score -27789.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -27810.412109 Penalty: 583.624756
	Iteration 3Q: 3 clusters Score -27810.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -27841.003906 Penalty: 583.624756
	Iteration 4Q: 3 clusters Score -27841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -27861.451172 Penalty: 583.624756
	Iteration 5Q: 3 clusters Score -27861.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -27869.875000 Penalty: 583.624756
	Iteration 6Q: 3 clusters Score -27869.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -27876.556641 Penalty: 583.624756
	Iteration 7Q: 3 clusters Score -27876.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -27888.968750 Penalty: 583.624756
	Iteration 8Q: 3 clusters Score -27888.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -27891.798828 Penalty: 583.624756
	Iteration 9Q: 3 clusters Score -27891.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -27895.703125 Penalty: 583.624756
	Iteration 10Q: 3 clusters Score -27895.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -27900.851562 Penalty: 583.624756
	Iteration 11Q: 3 clusters Score -27900.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -27904.509766 Penalty: 583.624756
	Iteration 12Q: 3 clusters Score -27904.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -27906.796875 Penalty: 583.624756
	Iteration 13Q: 3 clusters Score -27906.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -27909.730469 Penalty: 583.624756
	Iteration 14Q: 3 clusters Score -27909.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -27917.595703 Penalty: 583.624756
	Iteration 15Q: 3 clusters Score -27917.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -27924.527344 Penalty: 583.624756
	Iteration 16Q: 3 clusters Score -27924.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -27930.966797 Penalty: 583.624756
	Iteration 17Q: 3 clusters Score -27930.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -27933.509766 Penalty: 583.624756
	Iteration 18Q: 3 clusters Score -27933.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -27934.937500 Penalty: 583.624756
	Iteration 19Q: 3 clusters Score -27934.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -27935.908203 Penalty: 583.624756
	Iteration 20F: 3 clusters Score -27935.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -27937.335938 Penalty: 583.624756
	Iteration 21Q: 3 clusters Score -27937.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -27939.126953 Penalty: 583.624756
	Iteration 22Q: 3 clusters Score -27939.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -27940.142578 Penalty: 583.624756
	Iteration 23Q: 3 clusters Score -27940.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -27942.039062 Penalty: 583.624756
	Iteration 24Q: 3 clusters Score -27942.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -27942.660156 Penalty: 583.624756
	Iteration 25Q: 3 clusters Score -27942.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -27944.583984 Penalty: 583.624756
	Iteration 26Q: 3 clusters Score -27944.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -27945.482422 Penalty: 583.624756
	Iteration 27Q: 3 clusters Score -27945.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -27945.482422 Penalty: 583.624756
	Iteration 28F: 3 clusters Score -27945.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -24357.972656 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -24357.97 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 241 members 
Entering Unmasked Estep 
Score: -23897.093750 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -23897.09 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24024.488281 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -24024.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24067.449219 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -24067.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24114.738281 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -24114.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24139.921875 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -24139.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24150.583984 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -24150.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24160.386719 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -24160.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24165.740234 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -24165.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24167.867188 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -24167.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24169.775391 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -24169.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24171.103516 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -24171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24172.212891 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -24172.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24173.154297 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -24173.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24173.269531 Penalty: 561.434570
	Iteration 13Q: 3 clusters Score -24173.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24173.269531 Penalty: 561.434570
	Iteration 14F: 3 clusters Score -24173.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -6153.323730 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -6153.324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5935.649902 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -5935.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6076.854492 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -6076.854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6128.562988 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -6128.563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6180.959961 Penalty: 455.967834
	Iteration 3F: 3 clusters Score -6180.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6222.303711 Penalty: 455.967834
	Iteration 4F: 3 clusters Score -6222.304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6248.376465 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -6248.376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6256.541016 Penalty: 455.967834
	Iteration 6Q: 3 clusters Score -6256.541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6260.046387 Penalty: 455.967834
	Iteration 7Q: 3 clusters Score -6260.046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6261.127441 Penalty: 455.967834
	Iteration 8Q: 3 clusters Score -6261.127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6261.127441 Penalty: 455.967834
	Iteration 9F: 3 clusters Score -6261.127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70633 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49031 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24455 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308279 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 85 members 
Mstep: Class 35 contains 50809 members 
Mstep: Class 36 contains 33 members 
Mstep: Class 37 contains 65 members 
Entering Unmasked Estep 
Score: -27461190.000000 Penalty: 22205.326172
Splitting cluster 34 changes total score from -27461428.000000 to -27461190.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (50809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Entering Unmasked Estep 
Score: -2806989.500000 Penalty: 493.030212
	Iteration 0F: 2 clusters Score -2806990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -2772900.250000 Penalty: 986.060425
	Iteration 0F: 3 clusters Score -2772900 nChanged 24602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2788111.500000 Penalty: 986.060425
	Iteration 1F: 3 clusters Score -2788112 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2788991.750000 Penalty: 986.060425
	Iteration 2Q: 3 clusters Score -2788992 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2790160.500000 Penalty: 986.060425
	Iteration 3F: 3 clusters Score -2790160 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2791933.500000 Penalty: 986.060425
	Iteration 4F: 3 clusters Score -2791934 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2794387.500000 Penalty: 986.060425
	Iteration 5F: 3 clusters Score -2794388 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2797339.000000 Penalty: 986.060425
	Iteration 6F: 3 clusters Score -2797339 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2800239.500000 Penalty: 986.060425
	Iteration 7F: 3 clusters Score -2800240 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2802179.500000 Penalty: 986.060425
	Iteration 8Q: 3 clusters Score -2802180 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2803120.250000 Penalty: 986.060425
	Iteration 9Q: 3 clusters Score -2803120 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2803751.250000 Penalty: 986.060425
	Iteration 10Q: 3 clusters Score -2803751 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2804243.000000 Penalty: 986.060425
	Iteration 11Q: 3 clusters Score -2804243 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2804677.000000 Penalty: 986.060425
	Iteration 12Q: 3 clusters Score -2804677 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2805044.750000 Penalty: 986.060425
	Iteration 13Q: 3 clusters Score -2805045 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2805297.250000 Penalty: 986.060425
	Iteration 14Q: 3 clusters Score -2805297 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2805496.250000 Penalty: 986.060425
	Iteration 15Q: 3 clusters Score -2805496 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2805645.250000 Penalty: 986.060425
	Iteration 16Q: 3 clusters Score -2805645 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2805742.000000 Penalty: 986.060425
	Iteration 17Q: 3 clusters Score -2805742 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2805808.750000 Penalty: 986.060425
	Iteration 18Q: 3 clusters Score -2805809 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2805867.000000 Penalty: 986.060425
	Iteration 19Q: 3 clusters Score -2805867 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2805931.000000 Penalty: 986.060425
	Iteration 20F: 3 clusters Score -2805931 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2805976.000000 Penalty: 986.060425
	Iteration 21Q: 3 clusters Score -2805976 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2806009.000000 Penalty: 986.060425
	Iteration 22Q: 3 clusters Score -2806009 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2806065.000000 Penalty: 986.060425
	Iteration 23Q: 3 clusters Score -2806065 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2806096.750000 Penalty: 986.060425
	Iteration 24Q: 3 clusters Score -2806097 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2806129.250000 Penalty: 986.060425
	Iteration 25Q: 3 clusters Score -2806129 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2806152.000000 Penalty: 986.060425
	Iteration 26Q: 3 clusters Score -2806152 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2806171.750000 Penalty: 986.060425
	Iteration 27Q: 3 clusters Score -2806172 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2806192.500000 Penalty: 986.060425
	Iteration 28Q: 3 clusters Score -2806192 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2806221.250000 Penalty: 986.060425
	Iteration 29Q: 3 clusters Score -2806221 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2806241.250000 Penalty: 986.060425
	Iteration 30Q: 3 clusters Score -2806241 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2806262.750000 Penalty: 986.060425
	Iteration 31Q: 3 clusters Score -2806263 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2806274.000000 Penalty: 986.060425
	Iteration 32Q: 3 clusters Score -2806274 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2806305.250000 Penalty: 986.060425
	Iteration 33Q: 3 clusters Score -2806305 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2806308.000000 Penalty: 986.060425
	Iteration 34Q: 3 clusters Score -2806308 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2806328.000000 Penalty: 986.060425
	Iteration 35Q: 3 clusters Score -2806328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2806331.250000 Penalty: 986.060425
	Iteration 36Q: 3 clusters Score -2806331 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2806338.750000 Penalty: 986.060425
	Iteration 37Q: 3 clusters Score -2806339 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2806342.000000 Penalty: 986.060425
	Iteration 38Q: 3 clusters Score -2806342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2806337.000000 Penalty: 986.060425
	Iteration 39Q: 3 clusters Score -2806337 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2806349.750000 Penalty: 986.060425
	Iteration 40F: 3 clusters Score -2806350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2806362.750000 Penalty: 986.060425
	Iteration 41Q: 3 clusters Score -2806363 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2806367.000000 Penalty: 986.060425
	Iteration 42Q: 3 clusters Score -2806367 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2806384.000000 Penalty: 986.060425
	Iteration 43Q: 3 clusters Score -2806384 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2806388.250000 Penalty: 986.060425
	Iteration 44Q: 3 clusters Score -2806388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2806397.500000 Penalty: 986.060425
	Iteration 45Q: 3 clusters Score -2806398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2806393.000000 Penalty: 986.060425
	Iteration 46Q: 3 clusters Score -2806393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2806395.000000 Penalty: 986.060425
	Iteration 47Q: 3 clusters Score -2806395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2806399.750000 Penalty: 986.060425
	Iteration 48Q: 3 clusters Score -2806400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2806407.000000 Penalty: 986.060425
	Iteration 49Q: 3 clusters Score -2806407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2806408.500000 Penalty: 986.060425
	Iteration 50Q: 3 clusters Score -2806408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2806415.250000 Penalty: 986.060425
	Iteration 51Q: 3 clusters Score -2806415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2806418.250000 Penalty: 986.060425
	Iteration 52Q: 3 clusters Score -2806418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2806412.750000 Penalty: 986.060425
	Iteration 53Q: 3 clusters Score -2806413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2806408.750000 Penalty: 986.060425
	Iteration 54Q: 3 clusters Score -2806409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2806406.250000 Penalty: 986.060425
	Iteration 55Q: 3 clusters Score -2806406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2806413.000000 Penalty: 986.060425
	Iteration 56Q: 3 clusters Score -2806413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2806416.000000 Penalty: 986.060425
	Iteration 57Q: 3 clusters Score -2806416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2806421.000000 Penalty: 986.060425
	Iteration 58Q: 3 clusters Score -2806421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2806423.000000 Penalty: 986.060425
	Iteration 59Q: 3 clusters Score -2806423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2806433.000000 Penalty: 986.060425
	Iteration 60F: 3 clusters Score -2806433 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2806434.500000 Penalty: 986.060425
	Iteration 61Q: 3 clusters Score -2806434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2806432.250000 Penalty: 986.060425
	Iteration 62Q: 3 clusters Score -2806432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2806440.000000 Penalty: 986.060425
	Iteration 63Q: 3 clusters Score -2806440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2806437.250000 Penalty: 986.060425
	Iteration 64Q: 3 clusters Score -2806437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2806439.500000 Penalty: 986.060425
	Iteration 65Q: 3 clusters Score -2806440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2806441.750000 Penalty: 986.060425
	Iteration 66Q: 3 clusters Score -2806442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2806443.500000 Penalty: 986.060425
	Iteration 67Q: 3 clusters Score -2806444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2806454.750000 Penalty: 986.060425
	Iteration 68Q: 3 clusters Score -2806455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2806459.250000 Penalty: 986.060425
	Iteration 69Q: 3 clusters Score -2806459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2806456.750000 Penalty: 986.060425
	Iteration 70Q: 3 clusters Score -2806457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2806463.500000 Penalty: 986.060425
	Iteration 71Q: 3 clusters Score -2806464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2806462.500000 Penalty: 986.060425
	Iteration 72Q: 3 clusters Score -2806462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2806458.750000 Penalty: 986.060425
	Iteration 73Q: 3 clusters Score -2806459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2806463.750000 Penalty: 986.060425
	Iteration 74Q: 3 clusters Score -2806464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2806465.750000 Penalty: 986.060425
	Iteration 75Q: 3 clusters Score -2806466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2806467.000000 Penalty: 986.060425
	Iteration 76Q: 3 clusters Score -2806467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2806468.000000 Penalty: 986.060425
	Iteration 77Q: 3 clusters Score -2806468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2806464.000000 Penalty: 986.060425
	Iteration 78Q: 3 clusters Score -2806464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2806463.000000 Penalty: 986.060425
	Iteration 79Q: 3 clusters Score -2806463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2806464.500000 Penalty: 986.060425
	Iteration 80F: 3 clusters Score -2806464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2806462.500000 Penalty: 986.060425
	Iteration 81Q: 3 clusters Score -2806462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2806463.750000 Penalty: 986.060425
	Iteration 82Q: 3 clusters Score -2806464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2806463.750000 Penalty: 986.060425
	Iteration 83Q: 3 clusters Score -2806464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2806465.250000 Penalty: 986.060425
	Iteration 84Q: 3 clusters Score -2806465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2806465.750000 Penalty: 986.060425
	Iteration 85Q: 3 clusters Score -2806466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2806465.500000 Penalty: 986.060425
	Iteration 86Q: 3 clusters Score -2806466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2806468.750000 Penalty: 986.060425
	Iteration 87Q: 3 clusters Score -2806469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2806466.500000 Penalty: 986.060425
	Iteration 88Q: 3 clusters Score -2806466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2806468.750000 Penalty: 986.060425
	Iteration 89Q: 3 clusters Score -2806469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2806468.250000 Penalty: 986.060425
	Iteration 90Q: 3 clusters Score -2806468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2806466.250000 Penalty: 986.060425
	Iteration 91Q: 3 clusters Score -2806466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2806468.750000 Penalty: 986.060425
	Iteration 92Q: 3 clusters Score -2806469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2806471.000000 Penalty: 986.060425
	Iteration 93Q: 3 clusters Score -2806471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2806472.500000 Penalty: 986.060425
	Iteration 94Q: 3 clusters Score -2806472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2806474.000000 Penalty: 986.060425
	Iteration 95Q: 3 clusters Score -2806474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2806475.250000 Penalty: 986.060425
	Iteration 96Q: 3 clusters Score -2806475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2806475.750000 Penalty: 986.060425
	Iteration 97Q: 3 clusters Score -2806476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2806474.250000 Penalty: 986.060425
	Iteration 98Q: 3 clusters Score -2806474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2806474.000000 Penalty: 986.060425
	Iteration 99Q: 3 clusters Score -2806474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2806471.750000 Penalty: 986.060425
	Iteration 100F: 3 clusters Score -2806472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2806473.750000 Penalty: 986.060425
	Iteration 101Q: 3 clusters Score -2806474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2806473.000000 Penalty: 986.060425
	Iteration 102Q: 3 clusters Score -2806473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2806475.750000 Penalty: 986.060425
	Iteration 103Q: 3 clusters Score -2806476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2806476.250000 Penalty: 986.060425
	Iteration 104Q: 3 clusters Score -2806476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2806476.500000 Penalty: 986.060425
	Iteration 105Q: 3 clusters Score -2806476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2806473.500000 Penalty: 986.060425
	Iteration 106Q: 3 clusters Score -2806474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2806474.000000 Penalty: 986.060425
	Iteration 107Q: 3 clusters Score -2806474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2806471.500000 Penalty: 986.060425
	Iteration 108Q: 3 clusters Score -2806472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2806474.500000 Penalty: 986.060425
	Iteration 109Q: 3 clusters Score -2806474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2806475.250000 Penalty: 986.060425
	Iteration 110Q: 3 clusters Score -2806475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2806474.750000 Penalty: 986.060425
	Iteration 111Q: 3 clusters Score -2806475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2806474.500000 Penalty: 986.060425
	Iteration 112Q: 3 clusters Score -2806474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2806474.500000 Penalty: 986.060425
	Iteration 113F: 3 clusters Score -2806474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (33 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Entering Unmasked Estep 
Score: -1268.967651 Penalty: 159.091095
	Iteration 0F: 2 clusters Score -1268.968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1198.412598 Penalty: 318.182190
	Iteration 0F: 3 clusters Score -1198.413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1200.381836 Penalty: 318.182190
	Iteration 1Q: 3 clusters Score -1200.382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1200.381836 Penalty: 318.182190
	Iteration 2F: 3 clusters Score -1200.382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70633 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49031 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24455 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308279 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50809 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461452.000000 Penalty: 21605.181641
Iteration 319Q: 37 clusters Score -2.746145e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70621 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49024 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24456 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308284 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50822 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461472.000000 Penalty: 21605.181641
Iteration 320F: 37 clusters Score -2.746147e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70608 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49021 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24458 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308276 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50844 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461490.000000 Penalty: 21605.181641
Iteration 321Q: 37 clusters Score -2.746149e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70599 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49018 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24458 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308260 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50871 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461476.000000 Penalty: 21605.181641
Iteration 322Q: 37 clusters Score -2.746148e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70591 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49016 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24460 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308250 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50889 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461482.000000 Penalty: 21605.181641
Iteration 323Q: 37 clusters Score -2.746148e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70580 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3647 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49011 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24463 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308246 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50908 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461510.000000 Penalty: 21605.181641
Iteration 324Q: 37 clusters Score -2.746151e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70567 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3645 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 49004 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24462 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308249 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50928 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461528.000000 Penalty: 21605.181641
Iteration 325Q: 37 clusters Score -2.746153e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70563 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3646 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48998 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24464 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308237 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50949 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461536.000000 Penalty: 21605.181641
Iteration 326Q: 37 clusters Score -2.746154e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70560 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3646 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48995 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24466 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308226 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50967 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461542.000000 Penalty: 21605.181641
Iteration 327Q: 37 clusters Score -2.746154e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2781 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70564 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3645 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48993 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24466 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308209 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 50992 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461572.000000 Penalty: 21605.181641
Iteration 328Q: 37 clusters Score -2.746157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2776 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70566 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48992 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24466 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308193 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51013 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461584.000000 Penalty: 21605.181641
Iteration 329Q: 37 clusters Score -2.746158e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70563 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48992 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24463 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308183 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51032 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461606.000000 Penalty: 21605.181641
Iteration 330Q: 37 clusters Score -2.746161e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70558 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48992 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24461 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308181 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51046 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461584.000000 Penalty: 21605.181641
Iteration 331Q: 37 clusters Score -2.746158e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70558 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48992 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24460 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308171 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51062 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461624.000000 Penalty: 21605.181641
Iteration 332Q: 37 clusters Score -2.746162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70554 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48992 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24460 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308160 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51077 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461622.000000 Penalty: 21605.181641
Iteration 333Q: 37 clusters Score -2.746162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70553 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48991 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24460 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308139 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51101 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461624.000000 Penalty: 21605.181641
Iteration 334Q: 37 clusters Score -2.746162e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70551 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48992 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24459 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308117 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51126 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461634.000000 Penalty: 21605.181641
Iteration 335Q: 37 clusters Score -2.746163e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70550 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48992 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24458 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308100 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51149 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461638.000000 Penalty: 21605.181641
Iteration 336Q: 37 clusters Score -2.746164e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70545 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48993 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24457 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308087 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51167 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461654.000000 Penalty: 21605.181641
Iteration 337Q: 37 clusters Score -2.746165e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70540 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48993 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24455 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308073 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51187 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461650.000000 Penalty: 21605.181641
Iteration 338Q: 37 clusters Score -2.746165e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70536 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48992 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24451 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308067 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51200 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461642.000000 Penalty: 21605.181641
Iteration 339Q: 37 clusters Score -2.746164e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70536 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48993 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24449 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308052 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51216 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461636.000000 Penalty: 21605.181641
Iteration 340F: 37 clusters Score -2.746164e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70534 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48992 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24447 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308038 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51235 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461662.000000 Penalty: 21605.181641
Iteration 341Q: 37 clusters Score -2.746166e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70530 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48995 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24444 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308022 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51255 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461676.000000 Penalty: 21605.181641
Iteration 342Q: 37 clusters Score -2.746168e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70522 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48996 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24443 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308014 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51271 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461678.000000 Penalty: 21605.181641
Iteration 343Q: 37 clusters Score -2.746168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70517 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48996 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24440 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308011 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51282 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461688.000000 Penalty: 21605.181641
Iteration 344Q: 37 clusters Score -2.746169e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70511 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48996 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24439 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308010 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51290 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461684.000000 Penalty: 21605.181641
Iteration 345Q: 37 clusters Score -2.746168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70507 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48997 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24439 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308004 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51299 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461680.000000 Penalty: 21605.181641
Iteration 346Q: 37 clusters Score -2.746168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 70505 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48996 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24436 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308003 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51306 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461674.000000 Penalty: 21605.181641
Iteration 347Q: 37 clusters Score -2.746167e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 70500 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48992 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24434 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308004 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51314 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461684.000000 Penalty: 21605.181641
Iteration 348Q: 37 clusters Score -2.746168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 70498 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48991 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24430 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308005 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51318 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461676.000000 Penalty: 21605.181641
Iteration 349Q: 37 clusters Score -2.746168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 70494 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48991 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24427 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308009 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51322 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461686.000000 Penalty: 21605.181641
Iteration 350Q: 37 clusters Score -2.746169e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 70485 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48991 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24423 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308018 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51328 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461688.000000 Penalty: 21605.181641
Iteration 351Q: 37 clusters Score -2.746169e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 70475 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48990 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24422 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308025 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51335 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461696.000000 Penalty: 21605.181641
Iteration 352Q: 37 clusters Score -2.74617e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 70468 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48990 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24422 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308028 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51340 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461708.000000 Penalty: 21605.181641
Iteration 353Q: 37 clusters Score -2.746171e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 70466 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48989 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24422 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308024 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51348 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461704.000000 Penalty: 21605.181641
Iteration 354Q: 37 clusters Score -2.74617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 70464 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48990 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24423 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308018 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51354 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461718.000000 Penalty: 21605.181641
Iteration 355Q: 37 clusters Score -2.746172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70460 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3642 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48989 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24423 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308017 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51362 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461722.000000 Penalty: 21605.181641
Iteration 356Q: 37 clusters Score -2.746172e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70457 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3642 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48988 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24421 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308017 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51368 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461700.000000 Penalty: 21605.181641
Iteration 357Q: 37 clusters Score -2.74617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70452 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3642 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48987 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24422 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308018 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51372 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461696.000000 Penalty: 21605.181641
Iteration 358Q: 37 clusters Score -2.74617e+07 nChanged 8
Entering ConstructFrom: 
Score: -27461696.000000 Penalty: 21605.181641
Entering ConstructFrom: 
Trying to split cluster 1 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -12098.119141 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -12098.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11769.057617 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -11769.06 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11850.714844 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -11850.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11861.224609 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -11861.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11864.565430 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -11864.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11866.185547 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -11866.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11868.312500 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -11868.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11868.832031 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -11868.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11869.583984 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -11869.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11872.108398 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -11872.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11876.176758 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -11876.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11878.284180 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -11878.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11880.423828 Penalty: 506.719360
	Iteration 11Q: 3 clusters Score -11880.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11880.973633 Penalty: 506.719360
	Iteration 12Q: 3 clusters Score -11880.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11880.973633 Penalty: 506.719360
	Iteration 13F: 3 clusters Score -11880.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -12188.597656 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -12188.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11861.849609 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -11861.85 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11937.122070 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -11937.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11970.171875 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -11970.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11985.463867 Penalty: 502.088196
	Iteration 3F: 3 clusters Score -11985.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11989.015625 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -11989.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11989.015625 Penalty: 502.088196
	Iteration 5F: 3 clusters Score -11989.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -23685.255859 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -23685.26 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 232 members 
Entering Unmasked Estep 
Score: -23220.777344 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -23220.78 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23390.083984 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -23390.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23464.228516 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -23464.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23530.498047 Penalty: 557.146851
	Iteration 3F: 3 clusters Score -23530.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23594.591797 Penalty: 557.146851
	Iteration 4F: 3 clusters Score -23594.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23649.509766 Penalty: 557.146851
	Iteration 5F: 3 clusters Score -23649.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23688.539062 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -23688.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23714.837891 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -23714.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23731.128906 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -23731.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23734.023438 Penalty: 557.146851
	Iteration 9Q: 3 clusters Score -23734.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23734.023438 Penalty: 557.146851
	Iteration 10F: 3 clusters Score -23734.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 338 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70449 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3642 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48986 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24423 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308018 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51375 members 
Mstep: Class 36 contains 33 members 
Mstep: Class 37 contains 118 members 
Entering Unmasked Estep 
Score: -27461408.000000 Penalty: 22205.326172
Splitting cluster 3 changes total score from -27461696.000000 to -27461408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -44421.687500 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -44421.69 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 536 members 
Entering Unmasked Estep 
Score: -43631.984375 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -43631.98 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -43928.312500 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -43928.31 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -44033.714844 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -44033.71 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -44074.441406 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -44074.44 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -44109.714844 Penalty: 628.058105
	Iteration 4Q: 3 clusters Score -44109.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -44135.691406 Penalty: 628.058105
	Iteration 5Q: 3 clusters Score -44135.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -44157.265625 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -44157.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -44175.441406 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -44175.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -44205.917969 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -44205.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -44254.476562 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -44254.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -44306.082031 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -44306.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -44346.519531 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -44346.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -44363.910156 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -44363.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -44376.914062 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -44376.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -44385.593750 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -44385.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -44392.976562 Penalty: 628.058105
	Iteration 15Q: 3 clusters Score -44392.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -44397.867188 Penalty: 628.058105
	Iteration 16Q: 3 clusters Score -44397.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -44403.316406 Penalty: 628.058105
	Iteration 17Q: 3 clusters Score -44403.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -44405.097656 Penalty: 628.058105
	Iteration 18Q: 3 clusters Score -44405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -44405.824219 Penalty: 628.058105
	Iteration 19Q: 3 clusters Score -44405.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -44414.164062 Penalty: 628.058105
	Iteration 20F: 3 clusters Score -44414.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -44434.703125 Penalty: 628.058105
	Iteration 21Q: 3 clusters Score -44434.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -44441.238281 Penalty: 628.058105
	Iteration 22Q: 3 clusters Score -44441.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -44445.359375 Penalty: 628.058105
	Iteration 23Q: 3 clusters Score -44445.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -44447.476562 Penalty: 628.058105
	Iteration 24Q: 3 clusters Score -44447.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -44450.117188 Penalty: 628.058105
	Iteration 25Q: 3 clusters Score -44450.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -44451.484375 Penalty: 628.058105
	Iteration 26Q: 3 clusters Score -44451.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -44453.605469 Penalty: 628.058105
	Iteration 27Q: 3 clusters Score -44453.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -44453.687500 Penalty: 628.058105
	Iteration 28Q: 3 clusters Score -44453.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -44453.687500 Penalty: 628.058105
	Iteration 29F: 3 clusters Score -44453.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70449 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3642 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48986 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24423 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308018 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51375 members 
Mstep: Class 36 contains 33 members 
Mstep: Class 37 contains 538 members 
Entering Unmasked Estep 
Score: -27461462.000000 Penalty: 22205.326172
Splitting cluster 4 changes total score from -27461696.000000 to -27461462.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7181.854492 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7181.854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6928.702148 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -6928.702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6980.146484 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -6980.146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7002.170410 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -7002.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7008.107910 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -7008.108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7015.415039 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -7015.415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7019.369141 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -7019.369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7020.386230 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -7020.386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7020.900879 Penalty: 468.949554
	Iteration 7Q: 3 clusters Score -7020.901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7020.900879 Penalty: 468.949554
	Iteration 8F: 3 clusters Score -7020.901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -154521.234375 Penalty: 360.479370
	Iteration 0F: 2 clusters Score -154521.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -152528.453125 Penalty: 720.958740
	Iteration 0F: 3 clusters Score -152528.5 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -153176.593750 Penalty: 720.958740
	Iteration 1F: 3 clusters Score -153176.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -153265.531250 Penalty: 720.958740
	Iteration 2F: 3 clusters Score -153265.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -153335.890625 Penalty: 720.958740
	Iteration 3F: 3 clusters Score -153335.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -153399.031250 Penalty: 720.958740
	Iteration 4Q: 3 clusters Score -153399 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -153450.656250 Penalty: 720.958740
	Iteration 5Q: 3 clusters Score -153450.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -153510.859375 Penalty: 720.958740
	Iteration 6Q: 3 clusters Score -153510.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -153605.562500 Penalty: 720.958740
	Iteration 7Q: 3 clusters Score -153605.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -153721.828125 Penalty: 720.958740
	Iteration 8F: 3 clusters Score -153721.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -153846.437500 Penalty: 720.958740
	Iteration 9F: 3 clusters Score -153846.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -153947.875000 Penalty: 720.958740
	Iteration 10F: 3 clusters Score -153947.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -154021.968750 Penalty: 720.958740
	Iteration 11Q: 3 clusters Score -154022 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -154065.625000 Penalty: 720.958740
	Iteration 12Q: 3 clusters Score -154065.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -154115.656250 Penalty: 720.958740
	Iteration 13Q: 3 clusters Score -154115.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -154162.187500 Penalty: 720.958740
	Iteration 14Q: 3 clusters Score -154162.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -154201.890625 Penalty: 720.958740
	Iteration 15Q: 3 clusters Score -154201.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -154234.765625 Penalty: 720.958740
	Iteration 16Q: 3 clusters Score -154234.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -154254.546875 Penalty: 720.958740
	Iteration 17Q: 3 clusters Score -154254.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -154264.343750 Penalty: 720.958740
	Iteration 18Q: 3 clusters Score -154264.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -154267.421875 Penalty: 720.958740
	Iteration 19Q: 3 clusters Score -154267.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -154269.765625 Penalty: 720.958740
	Iteration 20F: 3 clusters Score -154269.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -154271.890625 Penalty: 720.958740
	Iteration 21Q: 3 clusters Score -154271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -154273.906250 Penalty: 720.958740
	Iteration 22Q: 3 clusters Score -154273.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -154277.250000 Penalty: 720.958740
	Iteration 23Q: 3 clusters Score -154277.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -154280.578125 Penalty: 720.958740
	Iteration 24Q: 3 clusters Score -154280.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -154283.125000 Penalty: 720.958740
	Iteration 25Q: 3 clusters Score -154283.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -154286.593750 Penalty: 720.958740
	Iteration 26Q: 3 clusters Score -154286.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -154289.968750 Penalty: 720.958740
	Iteration 27Q: 3 clusters Score -154290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -154292.093750 Penalty: 720.958740
	Iteration 28Q: 3 clusters Score -154292.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -154294.890625 Penalty: 720.958740
	Iteration 29Q: 3 clusters Score -154294.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -154295.843750 Penalty: 720.958740
	Iteration 30Q: 3 clusters Score -154295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -154296.765625 Penalty: 720.958740
	Iteration 31Q: 3 clusters Score -154296.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -154297.468750 Penalty: 720.958740
	Iteration 32Q: 3 clusters Score -154297.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -154297.468750 Penalty: 720.958740
	Iteration 33F: 3 clusters Score -154297.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Entering Unmasked Estep 
Score: -103173.070312 Penalty: 342.904572
	Iteration 0F: 2 clusters Score -103173.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -101777.070312 Penalty: 685.809143
	Iteration 0F: 3 clusters Score -101777.1 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -102214.875000 Penalty: 685.809143
	Iteration 1F: 3 clusters Score -102214.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -102289.250000 Penalty: 685.809143
	Iteration 2F: 3 clusters Score -102289.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -102352.304688 Penalty: 685.809143
	Iteration 3F: 3 clusters Score -102352.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -102409.945312 Penalty: 685.809143
	Iteration 4F: 3 clusters Score -102409.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -102466.367188 Penalty: 685.809143
	Iteration 5F: 3 clusters Score -102466.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -102507.273438 Penalty: 685.809143
	Iteration 6Q: 3 clusters Score -102507.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -102545.382812 Penalty: 685.809143
	Iteration 7Q: 3 clusters Score -102545.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -102580.710938 Penalty: 685.809143
	Iteration 8Q: 3 clusters Score -102580.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -102616.554688 Penalty: 685.809143
	Iteration 9Q: 3 clusters Score -102616.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -102645.187500 Penalty: 685.809143
	Iteration 10Q: 3 clusters Score -102645.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -102672.484375 Penalty: 685.809143
	Iteration 11Q: 3 clusters Score -102672.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -102692.453125 Penalty: 685.809143
	Iteration 12Q: 3 clusters Score -102692.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -102716.445312 Penalty: 685.809143
	Iteration 13Q: 3 clusters Score -102716.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -102738.460938 Penalty: 685.809143
	Iteration 14Q: 3 clusters Score -102738.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -102759.054688 Penalty: 685.809143
	Iteration 15Q: 3 clusters Score -102759.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -102776.562500 Penalty: 685.809143
	Iteration 16Q: 3 clusters Score -102776.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -102790.421875 Penalty: 685.809143
	Iteration 17Q: 3 clusters Score -102790.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -102801.539062 Penalty: 685.809143
	Iteration 18Q: 3 clusters Score -102801.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -102809.109375 Penalty: 685.809143
	Iteration 19Q: 3 clusters Score -102809.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -102815.445312 Penalty: 685.809143
	Iteration 20F: 3 clusters Score -102815.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -102820.429688 Penalty: 685.809143
	Iteration 21Q: 3 clusters Score -102820.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -102823.179688 Penalty: 685.809143
	Iteration 22Q: 3 clusters Score -102823.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -102825.640625 Penalty: 685.809143
	Iteration 23Q: 3 clusters Score -102825.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -102828.406250 Penalty: 685.809143
	Iteration 24Q: 3 clusters Score -102828.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -102831.101562 Penalty: 685.809143
	Iteration 25Q: 3 clusters Score -102831.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -102837.203125 Penalty: 685.809143
	Iteration 26Q: 3 clusters Score -102837.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -102843.203125 Penalty: 685.809143
	Iteration 27Q: 3 clusters Score -102843.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -102847.195312 Penalty: 685.809143
	Iteration 28Q: 3 clusters Score -102847.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -102850.835938 Penalty: 685.809143
	Iteration 29Q: 3 clusters Score -102850.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -102854.179688 Penalty: 685.809143
	Iteration 30Q: 3 clusters Score -102854.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -102858.109375 Penalty: 685.809143
	Iteration 31Q: 3 clusters Score -102858.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -102862.484375 Penalty: 685.809143
	Iteration 32Q: 3 clusters Score -102862.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -102864.921875 Penalty: 685.809143
	Iteration 33Q: 3 clusters Score -102864.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -102868.804688 Penalty: 685.809143
	Iteration 34Q: 3 clusters Score -102868.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -102873.601562 Penalty: 685.809143
	Iteration 35Q: 3 clusters Score -102873.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -102880.804688 Penalty: 685.809143
	Iteration 36Q: 3 clusters Score -102880.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -102886.453125 Penalty: 685.809143
	Iteration 37Q: 3 clusters Score -102886.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -102891.960938 Penalty: 685.809143
	Iteration 38Q: 3 clusters Score -102892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -102899.359375 Penalty: 685.809143
	Iteration 39Q: 3 clusters Score -102899.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -102905.945312 Penalty: 685.809143
	Iteration 40F: 3 clusters Score -102905.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -102917.070312 Penalty: 685.809143
	Iteration 41Q: 3 clusters Score -102917.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -102929.859375 Penalty: 685.809143
	Iteration 42Q: 3 clusters Score -102929.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -102939.679688 Penalty: 685.809143
	Iteration 43Q: 3 clusters Score -102939.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -102948.460938 Penalty: 685.809143
	Iteration 44Q: 3 clusters Score -102948.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -102957.390625 Penalty: 685.809143
	Iteration 45Q: 3 clusters Score -102957.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -102965.609375 Penalty: 685.809143
	Iteration 46Q: 3 clusters Score -102965.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -102981.781250 Penalty: 685.809143
	Iteration 47Q: 3 clusters Score -102981.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -102993.625000 Penalty: 685.809143
	Iteration 48Q: 3 clusters Score -102993.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -102998.687500 Penalty: 685.809143
	Iteration 49Q: 3 clusters Score -102998.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -103000.929688 Penalty: 685.809143
	Iteration 50Q: 3 clusters Score -103000.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -103001.890625 Penalty: 685.809143
	Iteration 51Q: 3 clusters Score -103001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -103004.734375 Penalty: 685.809143
	Iteration 52Q: 3 clusters Score -103004.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -103008.156250 Penalty: 685.809143
	Iteration 53Q: 3 clusters Score -103008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -103010.468750 Penalty: 685.809143
	Iteration 54Q: 3 clusters Score -103010.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -103011.546875 Penalty: 685.809143
	Iteration 55Q: 3 clusters Score -103011.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -103013.296875 Penalty: 685.809143
	Iteration 56Q: 3 clusters Score -103013.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -103013.523438 Penalty: 685.809143
	Iteration 57Q: 3 clusters Score -103013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -103013.523438 Penalty: 685.809143
	Iteration 58F: 3 clusters Score -103013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Entering Unmasked Estep 
Score: -3853947.250000 Penalty: 507.900330
	Iteration 0F: 2 clusters Score -3853947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -3806655.500000 Penalty: 1015.800659
	Iteration 0F: 3 clusters Score -3806656 nChanged 34172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -3827322.000000 Penalty: 1015.800659
	Iteration 1F: 3 clusters Score -3827322 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -3828179.250000 Penalty: 1015.800659
	Iteration 2Q: 3 clusters Score -3828179 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -3829236.000000 Penalty: 1015.800659
	Iteration 3Q: 3 clusters Score -3829236 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -3830627.250000 Penalty: 1015.800659
	Iteration 4Q: 3 clusters Score -3830627 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -3832593.750000 Penalty: 1015.800659
	Iteration 5F: 3 clusters Score -3832594 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -3835454.750000 Penalty: 1015.800659
	Iteration 6F: 3 clusters Score -3835455 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -3839544.500000 Penalty: 1015.800659
	Iteration 7F: 3 clusters Score -3839544 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3843843.250000 Penalty: 1015.800659
	Iteration 8F: 3 clusters Score -3843843 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3846422.250000 Penalty: 1015.800659
	Iteration 9F: 3 clusters Score -3846422 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3847494.750000 Penalty: 1015.800659
	Iteration 10Q: 3 clusters Score -3847495 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3848086.500000 Penalty: 1015.800659
	Iteration 11Q: 3 clusters Score -3848086 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3848557.750000 Penalty: 1015.800659
	Iteration 12Q: 3 clusters Score -3848558 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3848891.250000 Penalty: 1015.800659
	Iteration 13Q: 3 clusters Score -3848891 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3849143.250000 Penalty: 1015.800659
	Iteration 14Q: 3 clusters Score -3849143 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3849350.000000 Penalty: 1015.800659
	Iteration 15Q: 3 clusters Score -3849350 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3849466.750000 Penalty: 1015.800659
	Iteration 16Q: 3 clusters Score -3849467 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -3849596.750000 Penalty: 1015.800659
	Iteration 17Q: 3 clusters Score -3849597 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -3849685.500000 Penalty: 1015.800659
	Iteration 18Q: 3 clusters Score -3849686 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3849740.250000 Penalty: 1015.800659
	Iteration 19Q: 3 clusters Score -3849740 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -3849824.750000 Penalty: 1015.800659
	Iteration 20F: 3 clusters Score -3849825 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3849909.250000 Penalty: 1015.800659
	Iteration 21Q: 3 clusters Score -3849909 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -3850029.000000 Penalty: 1015.800659
	Iteration 22Q: 3 clusters Score -3850029 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3850162.750000 Penalty: 1015.800659
	Iteration 23Q: 3 clusters Score -3850163 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3850272.750000 Penalty: 1015.800659
	Iteration 24Q: 3 clusters Score -3850273 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -3850326.750000 Penalty: 1015.800659
	Iteration 25Q: 3 clusters Score -3850327 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -3850432.500000 Penalty: 1015.800659
	Iteration 26Q: 3 clusters Score -3850432 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3850528.250000 Penalty: 1015.800659
	Iteration 27Q: 3 clusters Score -3850528 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3850589.750000 Penalty: 1015.800659
	Iteration 28Q: 3 clusters Score -3850590 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3850653.500000 Penalty: 1015.800659
	Iteration 29Q: 3 clusters Score -3850654 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3850704.500000 Penalty: 1015.800659
	Iteration 30Q: 3 clusters Score -3850704 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3850771.750000 Penalty: 1015.800659
	Iteration 31Q: 3 clusters Score -3850772 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3850828.000000 Penalty: 1015.800659
	Iteration 32Q: 3 clusters Score -3850828 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55810 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3850879.000000 Penalty: 1015.800659
	Iteration 33Q: 3 clusters Score -3850879 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56183 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3850918.750000 Penalty: 1015.800659
	Iteration 34Q: 3 clusters Score -3850919 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3850963.000000 Penalty: 1015.800659
	Iteration 35Q: 3 clusters Score -3850963 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3851026.500000 Penalty: 1015.800659
	Iteration 36Q: 3 clusters Score -3851026 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3851056.500000 Penalty: 1015.800659
	Iteration 37Q: 3 clusters Score -3851056 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3851089.750000 Penalty: 1015.800659
	Iteration 38Q: 3 clusters Score -3851090 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3851167.750000 Penalty: 1015.800659
	Iteration 39Q: 3 clusters Score -3851168 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3851212.250000 Penalty: 1015.800659
	Iteration 40F: 3 clusters Score -3851212 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3851253.250000 Penalty: 1015.800659
	Iteration 41Q: 3 clusters Score -3851253 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -3851306.250000 Penalty: 1015.800659
	Iteration 42Q: 3 clusters Score -3851306 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3851350.500000 Penalty: 1015.800659
	Iteration 43Q: 3 clusters Score -3851350 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3851382.500000 Penalty: 1015.800659
	Iteration 44Q: 3 clusters Score -3851382 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -3851428.750000 Penalty: 1015.800659
	Iteration 45Q: 3 clusters Score -3851429 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60049 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3851440.500000 Penalty: 1015.800659
	Iteration 46Q: 3 clusters Score -3851440 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -3851475.250000 Penalty: 1015.800659
	Iteration 47Q: 3 clusters Score -3851475 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -3851510.250000 Penalty: 1015.800659
	Iteration 48Q: 3 clusters Score -3851510 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3851543.750000 Penalty: 1015.800659
	Iteration 49Q: 3 clusters Score -3851544 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -3851588.000000 Penalty: 1015.800659
	Iteration 50Q: 3 clusters Score -3851588 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3851621.250000 Penalty: 1015.800659
	Iteration 51Q: 3 clusters Score -3851621 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -3851656.250000 Penalty: 1015.800659
	Iteration 52Q: 3 clusters Score -3851656 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -3851701.750000 Penalty: 1015.800659
	Iteration 53Q: 3 clusters Score -3851702 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3851739.750000 Penalty: 1015.800659
	Iteration 54Q: 3 clusters Score -3851740 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -3851776.250000 Penalty: 1015.800659
	Iteration 55Q: 3 clusters Score -3851776 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3851808.250000 Penalty: 1015.800659
	Iteration 56Q: 3 clusters Score -3851808 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -3851841.250000 Penalty: 1015.800659
	Iteration 57Q: 3 clusters Score -3851841 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -3851890.250000 Penalty: 1015.800659
	Iteration 58Q: 3 clusters Score -3851890 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63319 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3851934.500000 Penalty: 1015.800659
	Iteration 59Q: 3 clusters Score -3851934 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3851981.250000 Penalty: 1015.800659
	Iteration 60F: 3 clusters Score -3851981 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -3852011.000000 Penalty: 1015.800659
	Iteration 61Q: 3 clusters Score -3852011 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3852039.500000 Penalty: 1015.800659
	Iteration 62Q: 3 clusters Score -3852040 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3852072.250000 Penalty: 1015.800659
	Iteration 63Q: 3 clusters Score -3852072 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64310 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3852103.000000 Penalty: 1015.800659
	Iteration 64Q: 3 clusters Score -3852103 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3852137.750000 Penalty: 1015.800659
	Iteration 65Q: 3 clusters Score -3852138 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -3852153.750000 Penalty: 1015.800659
	Iteration 66Q: 3 clusters Score -3852154 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3852170.250000 Penalty: 1015.800659
	Iteration 67Q: 3 clusters Score -3852170 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65016 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3852208.000000 Penalty: 1015.800659
	Iteration 68Q: 3 clusters Score -3852208 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -3852251.750000 Penalty: 1015.800659
	Iteration 69Q: 3 clusters Score -3852252 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65342 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3852285.000000 Penalty: 1015.800659
	Iteration 70Q: 3 clusters Score -3852285 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -3852315.500000 Penalty: 1015.800659
	Iteration 71Q: 3 clusters Score -3852316 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3852331.500000 Penalty: 1015.800659
	Iteration 72Q: 3 clusters Score -3852332 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3852376.500000 Penalty: 1015.800659
	Iteration 73Q: 3 clusters Score -3852376 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65987 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3852396.500000 Penalty: 1015.800659
	Iteration 74Q: 3 clusters Score -3852396 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66142 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3852421.750000 Penalty: 1015.800659
	Iteration 75Q: 3 clusters Score -3852422 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3852447.250000 Penalty: 1015.800659
	Iteration 76Q: 3 clusters Score -3852447 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3852470.750000 Penalty: 1015.800659
	Iteration 77Q: 3 clusters Score -3852471 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3852485.750000 Penalty: 1015.800659
	Iteration 78Q: 3 clusters Score -3852486 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3852525.250000 Penalty: 1015.800659
	Iteration 79Q: 3 clusters Score -3852525 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3852554.750000 Penalty: 1015.800659
	Iteration 80F: 3 clusters Score -3852555 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3852587.750000 Penalty: 1015.800659
	Iteration 81Q: 3 clusters Score -3852588 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3852611.250000 Penalty: 1015.800659
	Iteration 82Q: 3 clusters Score -3852611 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67318 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3852644.250000 Penalty: 1015.800659
	Iteration 83Q: 3 clusters Score -3852644 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3852675.250000 Penalty: 1015.800659
	Iteration 84Q: 3 clusters Score -3852675 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3852682.750000 Penalty: 1015.800659
	Iteration 85Q: 3 clusters Score -3852683 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3852715.500000 Penalty: 1015.800659
	Iteration 86Q: 3 clusters Score -3852716 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67824 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3852742.500000 Penalty: 1015.800659
	Iteration 87Q: 3 clusters Score -3852742 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3852776.750000 Penalty: 1015.800659
	Iteration 88Q: 3 clusters Score -3852777 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3852798.000000 Penalty: 1015.800659
	Iteration 89Q: 3 clusters Score -3852798 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3852819.000000 Penalty: 1015.800659
	Iteration 90Q: 3 clusters Score -3852819 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3852843.750000 Penalty: 1015.800659
	Iteration 91Q: 3 clusters Score -3852844 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3852869.500000 Penalty: 1015.800659
	Iteration 92Q: 3 clusters Score -3852870 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3852908.750000 Penalty: 1015.800659
	Iteration 93Q: 3 clusters Score -3852909 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3852955.500000 Penalty: 1015.800659
	Iteration 94Q: 3 clusters Score -3852956 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68785 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3852999.250000 Penalty: 1015.800659
	Iteration 95Q: 3 clusters Score -3852999 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68888 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3853037.750000 Penalty: 1015.800659
	Iteration 96Q: 3 clusters Score -3853038 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68999 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3853081.250000 Penalty: 1015.800659
	Iteration 97Q: 3 clusters Score -3853081 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3853134.500000 Penalty: 1015.800659
	Iteration 98Q: 3 clusters Score -3853134 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3853169.750000 Penalty: 1015.800659
	Iteration 99Q: 3 clusters Score -3853170 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69312 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3853209.750000 Penalty: 1015.800659
	Iteration 100F: 3 clusters Score -3853210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3853225.000000 Penalty: 1015.800659
	Iteration 101Q: 3 clusters Score -3853225 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69456 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3853257.000000 Penalty: 1015.800659
	Iteration 102Q: 3 clusters Score -3853257 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69518 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3853276.000000 Penalty: 1015.800659
	Iteration 103Q: 3 clusters Score -3853276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69576 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3853294.500000 Penalty: 1015.800659
	Iteration 104Q: 3 clusters Score -3853294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69630 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3853323.250000 Penalty: 1015.800659
	Iteration 105Q: 3 clusters Score -3853323 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3853352.500000 Penalty: 1015.800659
	Iteration 106Q: 3 clusters Score -3853352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3853374.000000 Penalty: 1015.800659
	Iteration 107Q: 3 clusters Score -3853374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69797 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3853394.750000 Penalty: 1015.800659
	Iteration 108Q: 3 clusters Score -3853395 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3853419.750000 Penalty: 1015.800659
	Iteration 109Q: 3 clusters Score -3853420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3853429.500000 Penalty: 1015.800659
	Iteration 110Q: 3 clusters Score -3853430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69930 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3853450.000000 Penalty: 1015.800659
	Iteration 111Q: 3 clusters Score -3853450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3853467.000000 Penalty: 1015.800659
	Iteration 112Q: 3 clusters Score -3853467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3853472.750000 Penalty: 1015.800659
	Iteration 113Q: 3 clusters Score -3853473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69999 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3853477.500000 Penalty: 1015.800659
	Iteration 114Q: 3 clusters Score -3853478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3853480.250000 Penalty: 1015.800659
	Iteration 115Q: 3 clusters Score -3853480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3853486.000000 Penalty: 1015.800659
	Iteration 116Q: 3 clusters Score -3853486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70049 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3853494.000000 Penalty: 1015.800659
	Iteration 117Q: 3 clusters Score -3853494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3853495.500000 Penalty: 1015.800659
	Iteration 118Q: 3 clusters Score -3853496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70077 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3853500.000000 Penalty: 1015.800659
	Iteration 119Q: 3 clusters Score -3853500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3853499.500000 Penalty: 1015.800659
	Iteration 120F: 3 clusters Score -3853500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3853501.500000 Penalty: 1015.800659
	Iteration 121Q: 3 clusters Score -3853502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3853504.750000 Penalty: 1015.800659
	Iteration 122Q: 3 clusters Score -3853505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70088 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3853502.500000 Penalty: 1015.800659
	Iteration 123Q: 3 clusters Score -3853502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70091 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3853504.750000 Penalty: 1015.800659
	Iteration 124Q: 3 clusters Score -3853505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3853506.500000 Penalty: 1015.800659
	Iteration 125Q: 3 clusters Score -3853506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70097 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3853508.500000 Penalty: 1015.800659
	Iteration 126Q: 3 clusters Score -3853508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3853509.250000 Penalty: 1015.800659
	Iteration 127Q: 3 clusters Score -3853509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3853509.250000 Penalty: 1015.800659
	Iteration 128F: 3 clusters Score -3853509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Entering Unmasked Estep 
Score: -199451.984375 Penalty: 376.783905
	Iteration 0F: 2 clusters Score -199452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -196747.421875 Penalty: 753.567810
	Iteration 0F: 3 clusters Score -196747.4 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -197758.031250 Penalty: 753.567810
	Iteration 1F: 3 clusters Score -197758 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -197909.765625 Penalty: 753.567810
	Iteration 2F: 3 clusters Score -197909.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -198137.437500 Penalty: 753.567810
	Iteration 3F: 3 clusters Score -198137.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -198423.062500 Penalty: 753.567810
	Iteration 4F: 3 clusters Score -198423.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -198700.890625 Penalty: 753.567810
	Iteration 5F: 3 clusters Score -198700.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -198977.046875 Penalty: 753.567810
	Iteration 6F: 3 clusters Score -198977 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -199165.562500 Penalty: 753.567810
	Iteration 7Q: 3 clusters Score -199165.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -199252.781250 Penalty: 753.567810
	Iteration 8Q: 3 clusters Score -199252.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -199294.687500 Penalty: 753.567810
	Iteration 9Q: 3 clusters Score -199294.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -199330.921875 Penalty: 753.567810
	Iteration 10Q: 3 clusters Score -199330.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -199370.656250 Penalty: 753.567810
	Iteration 11Q: 3 clusters Score -199370.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -199412.640625 Penalty: 753.567810
	Iteration 12Q: 3 clusters Score -199412.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -199440.140625 Penalty: 753.567810
	Iteration 13Q: 3 clusters Score -199440.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -199464.875000 Penalty: 753.567810
	Iteration 14Q: 3 clusters Score -199464.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -199480.828125 Penalty: 753.567810
	Iteration 15Q: 3 clusters Score -199480.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -199494.953125 Penalty: 753.567810
	Iteration 16Q: 3 clusters Score -199495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -199501.015625 Penalty: 753.567810
	Iteration 17Q: 3 clusters Score -199501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -199503.312500 Penalty: 753.567810
	Iteration 18Q: 3 clusters Score -199503.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -199503.656250 Penalty: 753.567810
	Iteration 19Q: 3 clusters Score -199503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -199503.656250 Penalty: 753.567810
	Iteration 20F: 3 clusters Score -199503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70449 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3642 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48986 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24423 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308018 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51375 members 
Mstep: Class 36 contains 33 members 
Mstep: Class 37 contains 3758 members 
Entering Unmasked Estep 
Score: -27461502.000000 Penalty: 22205.326172
Splitting cluster 9 changes total score from -27461696.000000 to -27461502.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -8661.180664 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -8661.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8371.543945 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -8371.544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8420.399414 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -8420.399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8432.726562 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -8432.727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8438.490234 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -8438.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8441.521484 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -8441.521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8447.893555 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -8447.894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8453.131836 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -8453.132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8454.350586 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -8454.351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8454.350586 Penalty: 476.030884
	Iteration 8F: 3 clusters Score -8454.351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -192037.203125 Penalty: 373.113098
	Iteration 0F: 2 clusters Score -192037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -189519.328125 Penalty: 746.226196
	Iteration 0F: 3 clusters Score -189519.3 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -190466.187500 Penalty: 746.226196
	Iteration 1F: 3 clusters Score -190466.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -190620.484375 Penalty: 746.226196
	Iteration 2F: 3 clusters Score -190620.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -190802.468750 Penalty: 746.226196
	Iteration 3F: 3 clusters Score -190802.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -191040.171875 Penalty: 746.226196
	Iteration 4F: 3 clusters Score -191040.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -191262.015625 Penalty: 746.226196
	Iteration 5F: 3 clusters Score -191262 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -191393.203125 Penalty: 746.226196
	Iteration 6F: 3 clusters Score -191393.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -191463.515625 Penalty: 746.226196
	Iteration 7Q: 3 clusters Score -191463.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -191497.468750 Penalty: 746.226196
	Iteration 8Q: 3 clusters Score -191497.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -191514.968750 Penalty: 746.226196
	Iteration 9Q: 3 clusters Score -191515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -191524.187500 Penalty: 746.226196
	Iteration 10Q: 3 clusters Score -191524.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -191531.171875 Penalty: 746.226196
	Iteration 11Q: 3 clusters Score -191531.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -191536.421875 Penalty: 746.226196
	Iteration 12Q: 3 clusters Score -191536.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -191539.484375 Penalty: 746.226196
	Iteration 13Q: 3 clusters Score -191539.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -191544.250000 Penalty: 746.226196
	Iteration 14Q: 3 clusters Score -191544.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -191549.390625 Penalty: 746.226196
	Iteration 15Q: 3 clusters Score -191549.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -191555.218750 Penalty: 746.226196
	Iteration 16Q: 3 clusters Score -191555.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -191561.921875 Penalty: 746.226196
	Iteration 17Q: 3 clusters Score -191561.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -191569.343750 Penalty: 746.226196
	Iteration 18Q: 3 clusters Score -191569.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -191579.140625 Penalty: 746.226196
	Iteration 19Q: 3 clusters Score -191579.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -191589.859375 Penalty: 746.226196
	Iteration 20F: 3 clusters Score -191589.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -191603.484375 Penalty: 746.226196
	Iteration 21Q: 3 clusters Score -191603.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -191620.000000 Penalty: 746.226196
	Iteration 22Q: 3 clusters Score -191620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -191640.218750 Penalty: 746.226196
	Iteration 23Q: 3 clusters Score -191640.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -191656.484375 Penalty: 746.226196
	Iteration 24Q: 3 clusters Score -191656.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -191676.515625 Penalty: 746.226196
	Iteration 25Q: 3 clusters Score -191676.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -191695.875000 Penalty: 746.226196
	Iteration 26Q: 3 clusters Score -191695.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -191706.453125 Penalty: 746.226196
	Iteration 27Q: 3 clusters Score -191706.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -191720.234375 Penalty: 746.226196
	Iteration 28Q: 3 clusters Score -191720.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -191729.062500 Penalty: 746.226196
	Iteration 29Q: 3 clusters Score -191729.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -191734.937500 Penalty: 746.226196
	Iteration 30Q: 3 clusters Score -191734.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -191738.671875 Penalty: 746.226196
	Iteration 31Q: 3 clusters Score -191738.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -191741.234375 Penalty: 746.226196
	Iteration 32Q: 3 clusters Score -191741.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -191744.546875 Penalty: 746.226196
	Iteration 33Q: 3 clusters Score -191744.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -191747.640625 Penalty: 746.226196
	Iteration 34Q: 3 clusters Score -191747.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -191748.609375 Penalty: 746.226196
	Iteration 35Q: 3 clusters Score -191748.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -191749.453125 Penalty: 746.226196
	Iteration 36Q: 3 clusters Score -191749.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -191750.484375 Penalty: 746.226196
	Iteration 37Q: 3 clusters Score -191750.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -191751.562500 Penalty: 746.226196
	Iteration 38Q: 3 clusters Score -191751.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -191752.312500 Penalty: 746.226196
	Iteration 39Q: 3 clusters Score -191752.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -191752.437500 Penalty: 746.226196
	Iteration 40F: 3 clusters Score -191752.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -191753.390625 Penalty: 746.226196
	Iteration 41Q: 3 clusters Score -191753.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -191754.484375 Penalty: 746.226196
	Iteration 42Q: 3 clusters Score -191754.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -191754.765625 Penalty: 746.226196
	Iteration 43Q: 3 clusters Score -191754.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -191755.781250 Penalty: 746.226196
	Iteration 44Q: 3 clusters Score -191755.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -191755.734375 Penalty: 746.226196
	Iteration 45Q: 3 clusters Score -191755.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -191756.562500 Penalty: 746.226196
	Iteration 46Q: 3 clusters Score -191756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -191756.703125 Penalty: 746.226196
	Iteration 47Q: 3 clusters Score -191756.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -191757.250000 Penalty: 746.226196
	Iteration 48Q: 3 clusters Score -191757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -191757.500000 Penalty: 746.226196
	Iteration 49Q: 3 clusters Score -191757.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -191758.093750 Penalty: 746.226196
	Iteration 50Q: 3 clusters Score -191758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -191757.906250 Penalty: 746.226196
	Iteration 51Q: 3 clusters Score -191757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -191759.078125 Penalty: 746.226196
	Iteration 52Q: 3 clusters Score -191759.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -191759.343750 Penalty: 746.226196
	Iteration 53Q: 3 clusters Score -191759.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -191759.171875 Penalty: 746.226196
	Iteration 54Q: 3 clusters Score -191759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -191760.531250 Penalty: 746.226196
	Iteration 55Q: 3 clusters Score -191760.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -191760.890625 Penalty: 746.226196
	Iteration 56Q: 3 clusters Score -191760.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -191760.890625 Penalty: 746.226196
	Iteration 57Q: 3 clusters Score -191760.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -191760.890625 Penalty: 746.226196
	Iteration 58F: 3 clusters Score -191760.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -110778.882812 Penalty: 346.045349
	Iteration 0F: 2 clusters Score -110778.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -109318.046875 Penalty: 692.090698
	Iteration 0F: 3 clusters Score -109318 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -109829.445312 Penalty: 692.090698
	Iteration 1F: 3 clusters Score -109829.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -109936.085938 Penalty: 692.090698
	Iteration 2F: 3 clusters Score -109936.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -110035.343750 Penalty: 692.090698
	Iteration 3F: 3 clusters Score -110035.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -110146.164062 Penalty: 692.090698
	Iteration 4F: 3 clusters Score -110146.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -110263.859375 Penalty: 692.090698
	Iteration 5F: 3 clusters Score -110263.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -110355.773438 Penalty: 692.090698
	Iteration 6Q: 3 clusters Score -110355.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -110407.562500 Penalty: 692.090698
	Iteration 7Q: 3 clusters Score -110407.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -110450.562500 Penalty: 692.090698
	Iteration 8Q: 3 clusters Score -110450.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -110481.453125 Penalty: 692.090698
	Iteration 9Q: 3 clusters Score -110481.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -110507.632812 Penalty: 692.090698
	Iteration 10Q: 3 clusters Score -110507.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -110518.101562 Penalty: 692.090698
	Iteration 11Q: 3 clusters Score -110518.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -110526.273438 Penalty: 692.090698
	Iteration 12Q: 3 clusters Score -110526.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -110531.062500 Penalty: 692.090698
	Iteration 13Q: 3 clusters Score -110531.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -110534.414062 Penalty: 692.090698
	Iteration 14Q: 3 clusters Score -110534.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -110538.070312 Penalty: 692.090698
	Iteration 15Q: 3 clusters Score -110538.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -110539.515625 Penalty: 692.090698
	Iteration 16Q: 3 clusters Score -110539.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -110540.320312 Penalty: 692.090698
	Iteration 17Q: 3 clusters Score -110540.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -110540.585938 Penalty: 692.090698
	Iteration 18Q: 3 clusters Score -110540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -110541.859375 Penalty: 692.090698
	Iteration 19Q: 3 clusters Score -110541.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -110543.273438 Penalty: 692.090698
	Iteration 20F: 3 clusters Score -110543.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -110546.382812 Penalty: 692.090698
	Iteration 21Q: 3 clusters Score -110546.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -110548.398438 Penalty: 692.090698
	Iteration 22Q: 3 clusters Score -110548.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -110549.414062 Penalty: 692.090698
	Iteration 23Q: 3 clusters Score -110549.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -110551.250000 Penalty: 692.090698
	Iteration 24Q: 3 clusters Score -110551.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -110555.242188 Penalty: 692.090698
	Iteration 25Q: 3 clusters Score -110555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -110557.460938 Penalty: 692.090698
	Iteration 26Q: 3 clusters Score -110557.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -110558.695312 Penalty: 692.090698
	Iteration 27Q: 3 clusters Score -110558.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -110559.515625 Penalty: 692.090698
	Iteration 28Q: 3 clusters Score -110559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -110560.703125 Penalty: 692.090698
	Iteration 29Q: 3 clusters Score -110560.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -110561.281250 Penalty: 692.090698
	Iteration 30Q: 3 clusters Score -110561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -110564.578125 Penalty: 692.090698
	Iteration 31Q: 3 clusters Score -110564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -110567.046875 Penalty: 692.090698
	Iteration 32Q: 3 clusters Score -110567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -110570.546875 Penalty: 692.090698
	Iteration 33Q: 3 clusters Score -110570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -110571.476562 Penalty: 692.090698
	Iteration 34Q: 3 clusters Score -110571.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -110571.929688 Penalty: 692.090698
	Iteration 35Q: 3 clusters Score -110571.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -110572.468750 Penalty: 692.090698
	Iteration 36Q: 3 clusters Score -110572.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -110573.242188 Penalty: 692.090698
	Iteration 37Q: 3 clusters Score -110573.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -110573.242188 Penalty: 692.090698
	Iteration 38F: 3 clusters Score -110573.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Entering Unmasked Estep 
Score: -222583.953125 Penalty: 383.090912
	Iteration 0F: 2 clusters Score -222584 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 2280 members 
Entering Unmasked Estep 
Score: -219498.937500 Penalty: 766.181824
	Iteration 0F: 3 clusters Score -219498.9 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -220594.328125 Penalty: 766.181824
	Iteration 1F: 3 clusters Score -220594.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -220675.375000 Penalty: 766.181824
	Iteration 2F: 3 clusters Score -220675.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -220767.703125 Penalty: 766.181824
	Iteration 3Q: 3 clusters Score -220767.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -220878.250000 Penalty: 766.181824
	Iteration 4Q: 3 clusters Score -220878.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -221027.859375 Penalty: 766.181824
	Iteration 5F: 3 clusters Score -221027.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -221194.062500 Penalty: 766.181824
	Iteration 6F: 3 clusters Score -221194.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -221353.328125 Penalty: 766.181824
	Iteration 7F: 3 clusters Score -221353.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -221473.484375 Penalty: 766.181824
	Iteration 8Q: 3 clusters Score -221473.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -221539.687500 Penalty: 766.181824
	Iteration 9Q: 3 clusters Score -221539.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -221582.921875 Penalty: 766.181824
	Iteration 10Q: 3 clusters Score -221582.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -221613.281250 Penalty: 766.181824
	Iteration 11Q: 3 clusters Score -221613.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -221638.156250 Penalty: 766.181824
	Iteration 12Q: 3 clusters Score -221638.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -221659.234375 Penalty: 766.181824
	Iteration 13Q: 3 clusters Score -221659.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -221682.343750 Penalty: 766.181824
	Iteration 14Q: 3 clusters Score -221682.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -221698.703125 Penalty: 766.181824
	Iteration 15Q: 3 clusters Score -221698.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -221713.109375 Penalty: 766.181824
	Iteration 16Q: 3 clusters Score -221713.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -221725.921875 Penalty: 766.181824
	Iteration 17Q: 3 clusters Score -221725.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -221735.343750 Penalty: 766.181824
	Iteration 18Q: 3 clusters Score -221735.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -221743.765625 Penalty: 766.181824
	Iteration 19Q: 3 clusters Score -221743.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -221748.718750 Penalty: 766.181824
	Iteration 20F: 3 clusters Score -221748.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -221755.875000 Penalty: 766.181824
	Iteration 21Q: 3 clusters Score -221755.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -221760.531250 Penalty: 766.181824
	Iteration 22Q: 3 clusters Score -221760.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -221764.437500 Penalty: 766.181824
	Iteration 23Q: 3 clusters Score -221764.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -221768.484375 Penalty: 766.181824
	Iteration 24Q: 3 clusters Score -221768.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -221773.421875 Penalty: 766.181824
	Iteration 25Q: 3 clusters Score -221773.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -221780.671875 Penalty: 766.181824
	Iteration 26Q: 3 clusters Score -221780.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -221787.109375 Penalty: 766.181824
	Iteration 27Q: 3 clusters Score -221787.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -221795.453125 Penalty: 766.181824
	Iteration 28Q: 3 clusters Score -221795.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -221802.828125 Penalty: 766.181824
	Iteration 29Q: 3 clusters Score -221802.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -221810.531250 Penalty: 766.181824
	Iteration 30Q: 3 clusters Score -221810.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -221820.203125 Penalty: 766.181824
	Iteration 31Q: 3 clusters Score -221820.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -221829.375000 Penalty: 766.181824
	Iteration 32Q: 3 clusters Score -221829.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -221839.609375 Penalty: 766.181824
	Iteration 33Q: 3 clusters Score -221839.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -221847.765625 Penalty: 766.181824
	Iteration 34Q: 3 clusters Score -221847.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -221858.562500 Penalty: 766.181824
	Iteration 35Q: 3 clusters Score -221858.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -221866.406250 Penalty: 766.181824
	Iteration 36Q: 3 clusters Score -221866.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -221875.203125 Penalty: 766.181824
	Iteration 37Q: 3 clusters Score -221875.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -221883.937500 Penalty: 766.181824
	Iteration 38Q: 3 clusters Score -221883.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -221895.703125 Penalty: 766.181824
	Iteration 39Q: 3 clusters Score -221895.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -221905.078125 Penalty: 766.181824
	Iteration 40F: 3 clusters Score -221905.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -221912.796875 Penalty: 766.181824
	Iteration 41Q: 3 clusters Score -221912.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -221919.640625 Penalty: 766.181824
	Iteration 42Q: 3 clusters Score -221919.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -221925.078125 Penalty: 766.181824
	Iteration 43Q: 3 clusters Score -221925.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -221933.828125 Penalty: 766.181824
	Iteration 44Q: 3 clusters Score -221933.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -221945.765625 Penalty: 766.181824
	Iteration 45Q: 3 clusters Score -221945.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -221963.671875 Penalty: 766.181824
	Iteration 46Q: 3 clusters Score -221963.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -221979.890625 Penalty: 766.181824
	Iteration 47Q: 3 clusters Score -221979.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -221991.234375 Penalty: 766.181824
	Iteration 48Q: 3 clusters Score -221991.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -222005.671875 Penalty: 766.181824
	Iteration 49Q: 3 clusters Score -222005.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -222019.968750 Penalty: 766.181824
	Iteration 50Q: 3 clusters Score -222020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -222035.234375 Penalty: 766.181824
	Iteration 51Q: 3 clusters Score -222035.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -222049.000000 Penalty: 766.181824
	Iteration 52Q: 3 clusters Score -222049 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -222065.109375 Penalty: 766.181824
	Iteration 53Q: 3 clusters Score -222065.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -222082.312500 Penalty: 766.181824
	Iteration 54Q: 3 clusters Score -222082.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -222100.796875 Penalty: 766.181824
	Iteration 55Q: 3 clusters Score -222100.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -222116.906250 Penalty: 766.181824
	Iteration 56Q: 3 clusters Score -222116.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -222130.953125 Penalty: 766.181824
	Iteration 57Q: 3 clusters Score -222131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -222149.218750 Penalty: 766.181824
	Iteration 58Q: 3 clusters Score -222149.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -222162.515625 Penalty: 766.181824
	Iteration 59Q: 3 clusters Score -222162.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -222171.031250 Penalty: 766.181824
	Iteration 60F: 3 clusters Score -222171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -222184.140625 Penalty: 766.181824
	Iteration 61Q: 3 clusters Score -222184.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -222197.796875 Penalty: 766.181824
	Iteration 62Q: 3 clusters Score -222197.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -222208.171875 Penalty: 766.181824
	Iteration 63Q: 3 clusters Score -222208.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -222217.812500 Penalty: 766.181824
	Iteration 64Q: 3 clusters Score -222217.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -222231.921875 Penalty: 766.181824
	Iteration 65Q: 3 clusters Score -222231.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -222241.531250 Penalty: 766.181824
	Iteration 66Q: 3 clusters Score -222241.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -222249.468750 Penalty: 766.181824
	Iteration 67Q: 3 clusters Score -222249.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -222255.546875 Penalty: 766.181824
	Iteration 68Q: 3 clusters Score -222255.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -222263.078125 Penalty: 766.181824
	Iteration 69Q: 3 clusters Score -222263.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -222271.781250 Penalty: 766.181824
	Iteration 70Q: 3 clusters Score -222271.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -222278.343750 Penalty: 766.181824
	Iteration 71Q: 3 clusters Score -222278.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -222281.109375 Penalty: 766.181824
	Iteration 72Q: 3 clusters Score -222281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -222286.359375 Penalty: 766.181824
	Iteration 73Q: 3 clusters Score -222286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -222287.921875 Penalty: 766.181824
	Iteration 74Q: 3 clusters Score -222287.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -222289.250000 Penalty: 766.181824
	Iteration 75Q: 3 clusters Score -222289.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -222291.828125 Penalty: 766.181824
	Iteration 76Q: 3 clusters Score -222291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -222292.703125 Penalty: 766.181824
	Iteration 77Q: 3 clusters Score -222292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -222294.343750 Penalty: 766.181824
	Iteration 78Q: 3 clusters Score -222294.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -222298.468750 Penalty: 766.181824
	Iteration 79Q: 3 clusters Score -222298.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -222302.359375 Penalty: 766.181824
	Iteration 80F: 3 clusters Score -222302.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -222303.359375 Penalty: 766.181824
	Iteration 81Q: 3 clusters Score -222303.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -222304.468750 Penalty: 766.181824
	Iteration 82Q: 3 clusters Score -222304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -222305.484375 Penalty: 766.181824
	Iteration 83Q: 3 clusters Score -222305.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -222306.437500 Penalty: 766.181824
	Iteration 84Q: 3 clusters Score -222306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -222307.140625 Penalty: 766.181824
	Iteration 85Q: 3 clusters Score -222307.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -222307.140625 Penalty: 766.181824
	Iteration 86F: 3 clusters Score -222307.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -29879.380859 Penalty: 294.632202
	Iteration 0F: 2 clusters Score -29879.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -29290.949219 Penalty: 589.264404
	Iteration 0F: 3 clusters Score -29290.95 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29444.179688 Penalty: 589.264404
	Iteration 1F: 3 clusters Score -29444.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29476.552734 Penalty: 589.264404
	Iteration 2F: 3 clusters Score -29476.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29506.187500 Penalty: 589.264404
	Iteration 3F: 3 clusters Score -29506.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29522.335938 Penalty: 589.264404
	Iteration 4Q: 3 clusters Score -29522.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29542.976562 Penalty: 589.264404
	Iteration 5Q: 3 clusters Score -29542.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29568.667969 Penalty: 589.264404
	Iteration 6Q: 3 clusters Score -29568.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29594.060547 Penalty: 589.264404
	Iteration 7Q: 3 clusters Score -29594.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29621.939453 Penalty: 589.264404
	Iteration 8Q: 3 clusters Score -29621.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29640.220703 Penalty: 589.264404
	Iteration 9Q: 3 clusters Score -29640.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29647.964844 Penalty: 589.264404
	Iteration 10Q: 3 clusters Score -29647.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29651.925781 Penalty: 589.264404
	Iteration 11Q: 3 clusters Score -29651.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29655.488281 Penalty: 589.264404
	Iteration 12Q: 3 clusters Score -29655.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29657.582031 Penalty: 589.264404
	Iteration 13Q: 3 clusters Score -29657.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29658.812500 Penalty: 589.264404
	Iteration 14Q: 3 clusters Score -29658.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29659.269531 Penalty: 589.264404
	Iteration 15Q: 3 clusters Score -29659.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29659.570312 Penalty: 589.264404
	Iteration 16Q: 3 clusters Score -29659.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29660.007812 Penalty: 589.264404
	Iteration 17Q: 3 clusters Score -29660.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29660.753906 Penalty: 589.264404
	Iteration 18Q: 3 clusters Score -29660.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29661.048828 Penalty: 589.264404
	Iteration 19Q: 3 clusters Score -29661.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29661.048828 Penalty: 589.264404
	Iteration 20F: 3 clusters Score -29661.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Entering Unmasked Estep 
Score: -2469787.000000 Penalty: 491.367676
	Iteration 0F: 2 clusters Score -2469787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -2437014.750000 Penalty: 982.735352
	Iteration 0F: 3 clusters Score -2437015 nChanged 23705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2451852.500000 Penalty: 982.735352
	Iteration 1F: 3 clusters Score -2451852 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2453403.000000 Penalty: 982.735352
	Iteration 2F: 3 clusters Score -2453403 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2455907.000000 Penalty: 982.735352
	Iteration 3F: 3 clusters Score -2455907 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2458755.000000 Penalty: 982.735352
	Iteration 4F: 3 clusters Score -2458755 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2461206.500000 Penalty: 982.735352
	Iteration 5F: 3 clusters Score -2461206 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2462834.750000 Penalty: 982.735352
	Iteration 6Q: 3 clusters Score -2462835 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2463936.250000 Penalty: 982.735352
	Iteration 7Q: 3 clusters Score -2463936 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2464758.500000 Penalty: 982.735352
	Iteration 8Q: 3 clusters Score -2464758 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2465440.750000 Penalty: 982.735352
	Iteration 9Q: 3 clusters Score -2465441 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2466115.250000 Penalty: 982.735352
	Iteration 10Q: 3 clusters Score -2466115 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2466768.000000 Penalty: 982.735352
	Iteration 11Q: 3 clusters Score -2466768 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2467424.250000 Penalty: 982.735352
	Iteration 12Q: 3 clusters Score -2467424 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2468025.500000 Penalty: 982.735352
	Iteration 13Q: 3 clusters Score -2468026 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2468499.750000 Penalty: 982.735352
	Iteration 14Q: 3 clusters Score -2468500 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2468861.000000 Penalty: 982.735352
	Iteration 15Q: 3 clusters Score -2468861 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2469073.250000 Penalty: 982.735352
	Iteration 16Q: 3 clusters Score -2469073 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2469193.750000 Penalty: 982.735352
	Iteration 17Q: 3 clusters Score -2469194 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2469265.000000 Penalty: 982.735352
	Iteration 18Q: 3 clusters Score -2469265 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2469308.500000 Penalty: 982.735352
	Iteration 19Q: 3 clusters Score -2469308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2469323.500000 Penalty: 982.735352
	Iteration 20F: 3 clusters Score -2469324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -2469335.500000 Penalty: 982.735352
	Iteration 21Q: 3 clusters Score -2469336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2469335.250000 Penalty: 982.735352
	Iteration 22Q: 3 clusters Score -2469335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2469340.000000 Penalty: 982.735352
	Iteration 23Q: 3 clusters Score -2469340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2469342.750000 Penalty: 982.735352
	Iteration 24Q: 3 clusters Score -2469343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2469347.750000 Penalty: 982.735352
	Iteration 25Q: 3 clusters Score -2469348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2469351.750000 Penalty: 982.735352
	Iteration 26Q: 3 clusters Score -2469352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2469359.750000 Penalty: 982.735352
	Iteration 27Q: 3 clusters Score -2469360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2469358.500000 Penalty: 982.735352
	Iteration 28Q: 3 clusters Score -2469358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2469360.250000 Penalty: 982.735352
	Iteration 29Q: 3 clusters Score -2469360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2469360.250000 Penalty: 982.735352
	Iteration 30F: 3 clusters Score -2469360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -14410.291016 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -14410.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14049.057617 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -14049.06 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14147.259766 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -14147.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14171.168945 Penalty: 526.328125
	Iteration 2F: 3 clusters Score -14171.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -14184.746094 Penalty: 526.328125
	Iteration 3Q: 3 clusters Score -14184.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -14194.616211 Penalty: 526.328125
	Iteration 4Q: 3 clusters Score -14194.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14202.252930 Penalty: 526.328125
	Iteration 5Q: 3 clusters Score -14202.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -14205.630859 Penalty: 526.328125
	Iteration 6Q: 3 clusters Score -14205.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -14212.863281 Penalty: 526.328125
	Iteration 7Q: 3 clusters Score -14212.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -14216.407227 Penalty: 526.328125
	Iteration 8Q: 3 clusters Score -14216.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -14219.486328 Penalty: 526.328125
	Iteration 9Q: 3 clusters Score -14219.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -14222.642578 Penalty: 526.328125
	Iteration 10Q: 3 clusters Score -14222.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14224.856445 Penalty: 526.328125
	Iteration 11Q: 3 clusters Score -14224.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -14228.838867 Penalty: 526.328125
	Iteration 12Q: 3 clusters Score -14228.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -14231.494141 Penalty: 526.328125
	Iteration 13Q: 3 clusters Score -14231.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -14233.971680 Penalty: 526.328125
	Iteration 14Q: 3 clusters Score -14233.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14240.249023 Penalty: 526.328125
	Iteration 15Q: 3 clusters Score -14240.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14240.249023 Penalty: 526.328125
	Iteration 16F: 3 clusters Score -14240.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -26045.908203 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -26045.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25520.160156 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -25520.16 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25645.017578 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -25645.02 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25677.554688 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -25677.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25701.003906 Penalty: 569.795776
	Iteration 3Q: 3 clusters Score -25701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25724.810547 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -25724.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25750.851562 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -25750.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25771.554688 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -25771.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25792.519531 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -25792.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25805.794922 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -25805.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -25819.423828 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -25819.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25832.500000 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -25832.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25848.031250 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -25848.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25853.632812 Penalty: 569.795776
	Iteration 12Q: 3 clusters Score -25853.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25856.498047 Penalty: 569.795776
	Iteration 13Q: 3 clusters Score -25856.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25856.744141 Penalty: 569.795776
	Iteration 14Q: 3 clusters Score -25856.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25856.744141 Penalty: 569.795776
	Iteration 15F: 3 clusters Score -25856.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -54292.335938 Penalty: 316.911163
	Iteration 0F: 2 clusters Score -54292.34 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 541 members 
Entering Unmasked Estep 
Score: -53427.578125 Penalty: 633.822327
	Iteration 0F: 3 clusters Score -53427.58 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -53711.300781 Penalty: 633.822327
	Iteration 1F: 3 clusters Score -53711.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -53789.421875 Penalty: 633.822327
	Iteration 2F: 3 clusters Score -53789.42 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -53867.527344 Penalty: 633.822327
	Iteration 3F: 3 clusters Score -53867.53 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -53916.234375 Penalty: 633.822327
	Iteration 4F: 3 clusters Score -53916.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -53950.000000 Penalty: 633.822327
	Iteration 5Q: 3 clusters Score -53950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -53975.640625 Penalty: 633.822327
	Iteration 6Q: 3 clusters Score -53975.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -53991.250000 Penalty: 633.822327
	Iteration 7Q: 3 clusters Score -53991.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -54006.488281 Penalty: 633.822327
	Iteration 8Q: 3 clusters Score -54006.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -54012.835938 Penalty: 633.822327
	Iteration 9Q: 3 clusters Score -54012.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -54020.125000 Penalty: 633.822327
	Iteration 10Q: 3 clusters Score -54020.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -54029.269531 Penalty: 633.822327
	Iteration 11Q: 3 clusters Score -54029.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -54042.007812 Penalty: 633.822327
	Iteration 12Q: 3 clusters Score -54042.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -54054.117188 Penalty: 633.822327
	Iteration 13Q: 3 clusters Score -54054.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -54062.328125 Penalty: 633.822327
	Iteration 14Q: 3 clusters Score -54062.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -54071.812500 Penalty: 633.822327
	Iteration 15Q: 3 clusters Score -54071.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -54079.359375 Penalty: 633.822327
	Iteration 16Q: 3 clusters Score -54079.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -54083.375000 Penalty: 633.822327
	Iteration 17Q: 3 clusters Score -54083.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -54084.500000 Penalty: 633.822327
	Iteration 18Q: 3 clusters Score -54084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -54085.988281 Penalty: 633.822327
	Iteration 19Q: 3 clusters Score -54085.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -54086.671875 Penalty: 633.822327
	Iteration 20F: 3 clusters Score -54086.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -54088.132812 Penalty: 633.822327
	Iteration 21Q: 3 clusters Score -54088.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -54088.640625 Penalty: 633.822327
	Iteration 22Q: 3 clusters Score -54088.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -54088.640625 Penalty: 633.822327
	Iteration 23F: 3 clusters Score -54088.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7066.568359 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7066.568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6819.921387 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -6819.921 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6892.771484 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -6892.771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6918.020508 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -6918.021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6918.984863 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -6918.985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6918.984863 Penalty: 454.746338
	Iteration 4F: 3 clusters Score -6918.985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -19135.025391 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -19135.03 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 216 members 
Entering Unmasked Estep 
Score: -18689.732422 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -18689.73 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18789.845703 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -18789.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18825.591797 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -18825.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18852.507812 Penalty: 550.525757
	Iteration 3F: 3 clusters Score -18852.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18863.486328 Penalty: 550.525757
	Iteration 4Q: 3 clusters Score -18863.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18868.904297 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -18868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18873.884766 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -18873.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -18876.015625 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -18876.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18877.351562 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -18877.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18877.351562 Penalty: 550.525757
	Iteration 9F: 3 clusters Score -18877.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -65633.265625 Penalty: 324.709991
	Iteration 0F: 2 clusters Score -65633.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -64645.894531 Penalty: 649.419983
	Iteration 0F: 3 clusters Score -64645.89 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -64955.035156 Penalty: 649.419983
	Iteration 1F: 3 clusters Score -64955.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -64981.710938 Penalty: 649.419983
	Iteration 2Q: 3 clusters Score -64981.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -65001.542969 Penalty: 649.419983
	Iteration 3Q: 3 clusters Score -65001.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -65017.546875 Penalty: 649.419983
	Iteration 4Q: 3 clusters Score -65017.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -65034.511719 Penalty: 649.419983
	Iteration 5Q: 3 clusters Score -65034.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -65051.019531 Penalty: 649.419983
	Iteration 6Q: 3 clusters Score -65051.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -65065.273438 Penalty: 649.419983
	Iteration 7Q: 3 clusters Score -65065.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -65080.640625 Penalty: 649.419983
	Iteration 8Q: 3 clusters Score -65080.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -65094.851562 Penalty: 649.419983
	Iteration 9Q: 3 clusters Score -65094.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -65108.328125 Penalty: 649.419983
	Iteration 10Q: 3 clusters Score -65108.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -65127.648438 Penalty: 649.419983
	Iteration 11Q: 3 clusters Score -65127.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -65148.800781 Penalty: 649.419983
	Iteration 12Q: 3 clusters Score -65148.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65158.906250 Penalty: 649.419983
	Iteration 13Q: 3 clusters Score -65158.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -65165.292969 Penalty: 649.419983
	Iteration 14Q: 3 clusters Score -65165.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -65176.972656 Penalty: 649.419983
	Iteration 15Q: 3 clusters Score -65176.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -65192.679688 Penalty: 649.419983
	Iteration 16Q: 3 clusters Score -65192.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -65210.625000 Penalty: 649.419983
	Iteration 17Q: 3 clusters Score -65210.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65229.160156 Penalty: 649.419983
	Iteration 18Q: 3 clusters Score -65229.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -65240.800781 Penalty: 649.419983
	Iteration 19Q: 3 clusters Score -65240.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65252.433594 Penalty: 649.419983
	Iteration 20F: 3 clusters Score -65252.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65260.531250 Penalty: 649.419983
	Iteration 21Q: 3 clusters Score -65260.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65265.523438 Penalty: 649.419983
	Iteration 22Q: 3 clusters Score -65265.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -65268.984375 Penalty: 649.419983
	Iteration 23Q: 3 clusters Score -65268.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65271.515625 Penalty: 649.419983
	Iteration 24Q: 3 clusters Score -65271.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65274.203125 Penalty: 649.419983
	Iteration 25Q: 3 clusters Score -65274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65277.687500 Penalty: 649.419983
	Iteration 26Q: 3 clusters Score -65277.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65281.382812 Penalty: 649.419983
	Iteration 27Q: 3 clusters Score -65281.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65284.746094 Penalty: 649.419983
	Iteration 28Q: 3 clusters Score -65284.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65288.253906 Penalty: 649.419983
	Iteration 29Q: 3 clusters Score -65288.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65292.292969 Penalty: 649.419983
	Iteration 30Q: 3 clusters Score -65292.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65295.136719 Penalty: 649.419983
	Iteration 31Q: 3 clusters Score -65295.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65296.328125 Penalty: 649.419983
	Iteration 32Q: 3 clusters Score -65296.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65296.328125 Penalty: 649.419983
	Iteration 33F: 3 clusters Score -65296.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -19097.150391 Penalty: 274.286652
	Iteration 0F: 2 clusters Score -19097.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18671.824219 Penalty: 548.573303
	Iteration 0F: 3 clusters Score -18671.82 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18799.544922 Penalty: 548.573303
	Iteration 1F: 3 clusters Score -18799.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18853.535156 Penalty: 548.573303
	Iteration 2F: 3 clusters Score -18853.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -18885.384766 Penalty: 548.573303
	Iteration 3F: 3 clusters Score -18885.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -18912.597656 Penalty: 548.573303
	Iteration 4F: 3 clusters Score -18912.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -18920.519531 Penalty: 548.573303
	Iteration 5Q: 3 clusters Score -18920.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -18925.771484 Penalty: 548.573303
	Iteration 6Q: 3 clusters Score -18925.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18929.042969 Penalty: 548.573303
	Iteration 7Q: 3 clusters Score -18929.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18935.843750 Penalty: 548.573303
	Iteration 8Q: 3 clusters Score -18935.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -18939.041016 Penalty: 548.573303
	Iteration 9Q: 3 clusters Score -18939.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -18940.548828 Penalty: 548.573303
	Iteration 10Q: 3 clusters Score -18940.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18941.056641 Penalty: 548.573303
	Iteration 11Q: 3 clusters Score -18941.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18941.056641 Penalty: 548.573303
	Iteration 12F: 3 clusters Score -18941.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -13121.038086 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -13121.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12798.110352 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -12798.11 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12866.716797 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -12866.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12894.483398 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -12894.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12917.464844 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -12917.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12923.919922 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -12923.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12929.037109 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -12929.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12932.359375 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -12932.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12932.779297 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -12932.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12933.841797 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -12933.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12933.841797 Penalty: 509.456421
	Iteration 9F: 3 clusters Score -12933.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -23173.695312 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -23173.7 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 268 members 
Entering Unmasked Estep 
Score: -22689.835938 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -22689.84 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -22879.531250 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -22879.53 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -22934.363281 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -22934.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22974.619141 Penalty: 569.621948
	Iteration 3F: 3 clusters Score -22974.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -22986.193359 Penalty: 569.621948
	Iteration 4Q: 3 clusters Score -22986.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22995.474609 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -22995.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22997.787109 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -22997.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -23000.087891 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -23000.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23004.796875 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -23004.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -23007.546875 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -23007.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -23011.763672 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -23011.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -23014.107422 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -23014.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23016.169922 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -23016.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23020.806641 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -23020.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -23025.332031 Penalty: 569.621948
	Iteration 14Q: 3 clusters Score -23025.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23031.492188 Penalty: 569.621948
	Iteration 15Q: 3 clusters Score -23031.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -23038.341797 Penalty: 569.621948
	Iteration 16Q: 3 clusters Score -23038.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -23050.244141 Penalty: 569.621948
	Iteration 17Q: 3 clusters Score -23050.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -23061.220703 Penalty: 569.621948
	Iteration 18Q: 3 clusters Score -23061.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23075.695312 Penalty: 569.621948
	Iteration 19Q: 3 clusters Score -23075.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23081.332031 Penalty: 569.621948
	Iteration 20F: 3 clusters Score -23081.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23083.458984 Penalty: 569.621948
	Iteration 21Q: 3 clusters Score -23083.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23083.716797 Penalty: 569.621948
	Iteration 22Q: 3 clusters Score -23083.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23084.056641 Penalty: 569.621948
	Iteration 23Q: 3 clusters Score -23084.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23085.953125 Penalty: 569.621948
	Iteration 24Q: 3 clusters Score -23085.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23087.546875 Penalty: 569.621948
	Iteration 25Q: 3 clusters Score -23087.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23088.535156 Penalty: 569.621948
	Iteration 26Q: 3 clusters Score -23088.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23088.535156 Penalty: 569.621948
	Iteration 27F: 3 clusters Score -23088.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Entering Unmasked Estep 
Score: -1352723.500000 Penalty: 459.699280
	Iteration 0F: 2 clusters Score -1352724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1336482.625000 Penalty: 919.398560
	Iteration 0F: 3 clusters Score -1336483 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1343217.875000 Penalty: 919.398560
	Iteration 1F: 3 clusters Score -1343218 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1343556.875000 Penalty: 919.398560
	Iteration 2Q: 3 clusters Score -1343557 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1344077.000000 Penalty: 919.398560
	Iteration 3Q: 3 clusters Score -1344077 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1344887.125000 Penalty: 919.398560
	Iteration 4F: 3 clusters Score -1344887 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1346045.000000 Penalty: 919.398560
	Iteration 5F: 3 clusters Score -1346045 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1347645.625000 Penalty: 919.398560
	Iteration 6F: 3 clusters Score -1347646 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1349348.000000 Penalty: 919.398560
	Iteration 7F: 3 clusters Score -1349348 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1350637.125000 Penalty: 919.398560
	Iteration 8F: 3 clusters Score -1350637 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1351477.500000 Penalty: 919.398560
	Iteration 9Q: 3 clusters Score -1351478 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1351926.500000 Penalty: 919.398560
	Iteration 10Q: 3 clusters Score -1351926 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1352132.000000 Penalty: 919.398560
	Iteration 11Q: 3 clusters Score -1352132 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1352224.500000 Penalty: 919.398560
	Iteration 12Q: 3 clusters Score -1352224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1352267.250000 Penalty: 919.398560
	Iteration 13Q: 3 clusters Score -1352267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1352303.125000 Penalty: 919.398560
	Iteration 14Q: 3 clusters Score -1352303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1352316.000000 Penalty: 919.398560
	Iteration 15Q: 3 clusters Score -1352316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1352319.750000 Penalty: 919.398560
	Iteration 16Q: 3 clusters Score -1352320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1352321.875000 Penalty: 919.398560
	Iteration 17Q: 3 clusters Score -1352322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1352328.750000 Penalty: 919.398560
	Iteration 18Q: 3 clusters Score -1352329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1352330.000000 Penalty: 919.398560
	Iteration 19Q: 3 clusters Score -1352330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1352330.500000 Penalty: 919.398560
	Iteration 20F: 3 clusters Score -1352330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1352331.250000 Penalty: 919.398560
	Iteration 21Q: 3 clusters Score -1352331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1352331.250000 Penalty: 919.398560
	Iteration 22F: 3 clusters Score -1352331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -6409.600586 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -6409.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6167.861816 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -6167.862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6229.714355 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -6229.714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6248.704102 Penalty: 474.063232
	Iteration 2Q: 3 clusters Score -6248.704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6259.631348 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -6259.631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6265.412109 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -6265.412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6266.871582 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -6266.872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6273.653320 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -6273.653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6275.776855 Penalty: 474.063232
	Iteration 7Q: 3 clusters Score -6275.777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6278.764648 Penalty: 474.063232
	Iteration 8Q: 3 clusters Score -6278.765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6294.884277 Penalty: 474.063232
	Iteration 9Q: 3 clusters Score -6294.884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6302.796875 Penalty: 474.063232
	Iteration 10Q: 3 clusters Score -6302.797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6315.092285 Penalty: 474.063232
	Iteration 11Q: 3 clusters Score -6315.092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6318.151367 Penalty: 474.063232
	Iteration 12Q: 3 clusters Score -6318.151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6320.135742 Penalty: 474.063232
	Iteration 13Q: 3 clusters Score -6320.136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6320.135742 Penalty: 474.063232
	Iteration 14F: 3 clusters Score -6320.136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -35616.492188 Penalty: 297.287384
	Iteration 0F: 2 clusters Score -35616.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -34999.101562 Penalty: 594.574768
	Iteration 0F: 3 clusters Score -34999.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -35164.890625 Penalty: 594.574768
	Iteration 1F: 3 clusters Score -35164.89 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35199.742188 Penalty: 594.574768
	Iteration 2F: 3 clusters Score -35199.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -35231.406250 Penalty: 594.574768
	Iteration 3F: 3 clusters Score -35231.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -35257.667969 Penalty: 594.574768
	Iteration 4F: 3 clusters Score -35257.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -35285.937500 Penalty: 594.574768
	Iteration 5Q: 3 clusters Score -35285.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -35300.886719 Penalty: 594.574768
	Iteration 6Q: 3 clusters Score -35300.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -35314.453125 Penalty: 594.574768
	Iteration 7Q: 3 clusters Score -35314.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -35321.738281 Penalty: 594.574768
	Iteration 8Q: 3 clusters Score -35321.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -35331.113281 Penalty: 594.574768
	Iteration 9Q: 3 clusters Score -35331.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -35339.277344 Penalty: 594.574768
	Iteration 10Q: 3 clusters Score -35339.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -35346.144531 Penalty: 594.574768
	Iteration 11Q: 3 clusters Score -35346.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -35352.234375 Penalty: 594.574768
	Iteration 12Q: 3 clusters Score -35352.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -35355.156250 Penalty: 594.574768
	Iteration 13Q: 3 clusters Score -35355.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -35361.746094 Penalty: 594.574768
	Iteration 14Q: 3 clusters Score -35361.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -35365.378906 Penalty: 594.574768
	Iteration 15Q: 3 clusters Score -35365.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -35368.460938 Penalty: 594.574768
	Iteration 16Q: 3 clusters Score -35368.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -35369.441406 Penalty: 594.574768
	Iteration 17Q: 3 clusters Score -35369.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -35370.476562 Penalty: 594.574768
	Iteration 18Q: 3 clusters Score -35370.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -35371.214844 Penalty: 594.574768
	Iteration 19Q: 3 clusters Score -35371.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -35371.648438 Penalty: 594.574768
	Iteration 20F: 3 clusters Score -35371.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -5935.335938 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -5935.336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5696.240234 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -5696.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5739.955078 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -5739.955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5746.396484 Penalty: 439.376556
	Iteration 2Q: 3 clusters Score -5746.396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5755.181152 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -5755.181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5755.181152 Penalty: 439.376556
	Iteration 4F: 3 clusters Score -5755.181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -6925.556152 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -6925.556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6690.034180 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -6690.034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6754.417480 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -6754.417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6797.204102 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -6797.204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6840.572754 Penalty: 467.357666
	Iteration 3F: 3 clusters Score -6840.573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6889.696777 Penalty: 467.357666
	Iteration 4F: 3 clusters Score -6889.697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6921.770996 Penalty: 467.357666
	Iteration 5F: 3 clusters Score -6921.771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6942.744141 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -6942.744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6945.561523 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -6945.562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6945.561523 Penalty: 467.357666
	Iteration 8F: 3 clusters Score -6945.562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70449 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3642 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48986 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24423 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 119 members 
Mstep: Class 30 contains 308018 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51375 members 
Mstep: Class 36 contains 33 members 
Mstep: Class 37 contains 51 members 
Entering Unmasked Estep 
Score: -27461348.000000 Penalty: 22205.326172
Splitting cluster 29 changes total score from -27461696.000000 to -27461348.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (308018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308018 members 
Entering Unmasked Estep 
Score: -16285340.000000 Penalty: 575.025085
	Iteration 0F: 2 clusters Score -1.628534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154051 members 
Mstep: Class 2 contains 153967 members 
Entering Unmasked Estep 
Score: -16095918.000000 Penalty: 1150.050171
	Iteration 0F: 3 clusters Score -1.609592e+07 nChanged 152008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158617 members 
Mstep: Class 2 contains 149401 members 
Entering Unmasked Estep 
Score: -16187250.000000 Penalty: 1150.050171
	Iteration 1F: 3 clusters Score -1.618725e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161019 members 
Mstep: Class 2 contains 146999 members 
Entering Unmasked Estep 
Score: -16188756.000000 Penalty: 1150.050171
	Iteration 2Q: 3 clusters Score -1.618876e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164542 members 
Mstep: Class 2 contains 143476 members 
Entering Unmasked Estep 
Score: -16191261.000000 Penalty: 1150.050171
	Iteration 3Q: 3 clusters Score -1.619126e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169854 members 
Mstep: Class 2 contains 138164 members 
Entering Unmasked Estep 
Score: -16195359.000000 Penalty: 1150.050171
	Iteration 4Q: 3 clusters Score -1.619536e+07 nChanged 14593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177243 members 
Mstep: Class 2 contains 130775 members 
Entering Unmasked Estep 
Score: -16202467.000000 Penalty: 1150.050171
	Iteration 5Q: 3 clusters Score -1.620247e+07 nChanged 17895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186478 members 
Mstep: Class 2 contains 121540 members 
Entering Unmasked Estep 
Score: -16214467.000000 Penalty: 1150.050171
	Iteration 6F: 3 clusters Score -1.621447e+07 nChanged 20545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196109 members 
Mstep: Class 2 contains 111909 members 
Entering Unmasked Estep 
Score: -16232321.000000 Penalty: 1150.050171
	Iteration 7F: 3 clusters Score -1.623232e+07 nChanged 20369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203114 members 
Mstep: Class 2 contains 104904 members 
Entering Unmasked Estep 
Score: -16247928.000000 Penalty: 1150.050171
	Iteration 8F: 3 clusters Score -1.624793e+07 nChanged 14634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207508 members 
Mstep: Class 2 contains 100510 members 
Entering Unmasked Estep 
Score: -16254341.000000 Penalty: 1150.050171
	Iteration 9Q: 3 clusters Score -1.625434e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211456 members 
Mstep: Class 2 contains 96562 members 
Entering Unmasked Estep 
Score: -16256259.000000 Penalty: 1150.050171
	Iteration 10Q: 3 clusters Score -1.625626e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215448 members 
Mstep: Class 2 contains 92570 members 
Entering Unmasked Estep 
Score: -16257276.000000 Penalty: 1150.050171
	Iteration 11Q: 3 clusters Score -1.625728e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219434 members 
Mstep: Class 2 contains 88584 members 
Entering Unmasked Estep 
Score: -16258219.000000 Penalty: 1150.050171
	Iteration 12Q: 3 clusters Score -1.625822e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223519 members 
Mstep: Class 2 contains 84499 members 
Entering Unmasked Estep 
Score: -16259104.000000 Penalty: 1150.050171
	Iteration 13Q: 3 clusters Score -1.62591e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227688 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -16260203.000000 Penalty: 1150.050171
	Iteration 14Q: 3 clusters Score -1.62602e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231990 members 
Mstep: Class 2 contains 76028 members 
Entering Unmasked Estep 
Score: -16261557.000000 Penalty: 1150.050171
	Iteration 15Q: 3 clusters Score -1.626156e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236436 members 
Mstep: Class 2 contains 71582 members 
Entering Unmasked Estep 
Score: -16262839.000000 Penalty: 1150.050171
	Iteration 16Q: 3 clusters Score -1.626284e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241018 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -16264161.000000 Penalty: 1150.050171
	Iteration 17Q: 3 clusters Score -1.626416e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245684 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -16265713.000000 Penalty: 1150.050171
	Iteration 18Q: 3 clusters Score -1.626571e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250265 members 
Mstep: Class 2 contains 57753 members 
Entering Unmasked Estep 
Score: -16267539.000000 Penalty: 1150.050171
	Iteration 19Q: 3 clusters Score -1.626754e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254916 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -16269315.000000 Penalty: 1150.050171
	Iteration 20F: 3 clusters Score -1.626932e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259680 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -16271162.000000 Penalty: 1150.050171
	Iteration 21Q: 3 clusters Score -1.627116e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264288 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -16273213.000000 Penalty: 1150.050171
	Iteration 22Q: 3 clusters Score -1.627321e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268689 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -16276715.000000 Penalty: 1150.050171
	Iteration 23Q: 3 clusters Score -1.627672e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273688 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -16280146.000000 Penalty: 1150.050171
	Iteration 24Q: 3 clusters Score -1.628015e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279263 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -16283005.000000 Penalty: 1150.050171
	Iteration 25Q: 3 clusters Score -1.6283e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285033 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -16285064.000000 Penalty: 1150.050171
	Iteration 26Q: 3 clusters Score -1.628506e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290533 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -16286225.000000 Penalty: 1150.050171
	Iteration 27Q: 3 clusters Score -1.628622e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295469 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -16286609.000000 Penalty: 1150.050171
	Iteration 28Q: 3 clusters Score -1.628661e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299440 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -16286763.000000 Penalty: 1150.050171
	Iteration 29Q: 3 clusters Score -1.628676e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302280 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -16286460.000000 Penalty: 1150.050171
	Iteration 30Q: 3 clusters Score -1.628646e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304229 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -16286052.000000 Penalty: 1150.050171
	Iteration 31Q: 3 clusters Score -1.628605e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305509 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -16285798.000000 Penalty: 1150.050171
	Iteration 32Q: 3 clusters Score -1.62858e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306315 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -16285657.000000 Penalty: 1150.050171
	Iteration 33Q: 3 clusters Score -1.628566e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306820 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -16285637.000000 Penalty: 1150.050171
	Iteration 34Q: 3 clusters Score -1.628564e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307113 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -16285535.000000 Penalty: 1150.050171
	Iteration 35Q: 3 clusters Score -1.628554e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307284 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -16285436.000000 Penalty: 1150.050171
	Iteration 36Q: 3 clusters Score -1.628544e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307418 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -16285370.000000 Penalty: 1150.050171
	Iteration 37Q: 3 clusters Score -1.628537e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307503 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -16285332.000000 Penalty: 1150.050171
	Iteration 38Q: 3 clusters Score -1.628533e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307559 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -16285311.000000 Penalty: 1150.050171
	Iteration 39Q: 3 clusters Score -1.628531e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307585 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -16285306.000000 Penalty: 1150.050171
	Iteration 40F: 3 clusters Score -1.628531e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307602 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -16285336.000000 Penalty: 1150.050171
	Iteration 41Q: 3 clusters Score -1.628534e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307616 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -16285342.000000 Penalty: 1150.050171
	Iteration 42Q: 3 clusters Score -1.628534e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307624 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -16285366.000000 Penalty: 1150.050171
	Iteration 43Q: 3 clusters Score -1.628537e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307628 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -16285376.000000 Penalty: 1150.050171
	Iteration 44Q: 3 clusters Score -1.628538e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307631 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -16285403.000000 Penalty: 1150.050171
	Iteration 45Q: 3 clusters Score -1.62854e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307628 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -16285398.000000 Penalty: 1150.050171
	Iteration 46Q: 3 clusters Score -1.62854e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307633 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16285417.000000 Penalty: 1150.050171
	Iteration 47Q: 3 clusters Score -1.628542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307637 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16285428.000000 Penalty: 1150.050171
	Iteration 48Q: 3 clusters Score -1.628543e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307642 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16285437.000000 Penalty: 1150.050171
	Iteration 49Q: 3 clusters Score -1.628544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307643 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -16285472.000000 Penalty: 1150.050171
	Iteration 50Q: 3 clusters Score -1.628547e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307638 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -16285481.000000 Penalty: 1150.050171
	Iteration 51Q: 3 clusters Score -1.628548e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307635 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -16285506.000000 Penalty: 1150.050171
	Iteration 52Q: 3 clusters Score -1.628551e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307630 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -16285529.000000 Penalty: 1150.050171
	Iteration 53Q: 3 clusters Score -1.628553e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307618 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -16285550.000000 Penalty: 1150.050171
	Iteration 54Q: 3 clusters Score -1.628555e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307607 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -16285598.000000 Penalty: 1150.050171
	Iteration 55Q: 3 clusters Score -1.62856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307602 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -16285596.000000 Penalty: 1150.050171
	Iteration 56Q: 3 clusters Score -1.62856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307596 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -16285617.000000 Penalty: 1150.050171
	Iteration 57Q: 3 clusters Score -1.628562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307590 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -16285615.000000 Penalty: 1150.050171
	Iteration 58Q: 3 clusters Score -1.628562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307584 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -16285627.000000 Penalty: 1150.050171
	Iteration 59Q: 3 clusters Score -1.628563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307580 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -16285634.000000 Penalty: 1150.050171
	Iteration 60F: 3 clusters Score -1.628563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307575 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -16285642.000000 Penalty: 1150.050171
	Iteration 61Q: 3 clusters Score -1.628564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307568 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -16285661.000000 Penalty: 1150.050171
	Iteration 62Q: 3 clusters Score -1.628566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307561 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -16285668.000000 Penalty: 1150.050171
	Iteration 63Q: 3 clusters Score -1.628567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307558 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16285679.000000 Penalty: 1150.050171
	Iteration 64Q: 3 clusters Score -1.628568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307554 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -16285690.000000 Penalty: 1150.050171
	Iteration 65Q: 3 clusters Score -1.628569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307552 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -16285703.000000 Penalty: 1150.050171
	Iteration 66Q: 3 clusters Score -1.62857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307550 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -16285702.000000 Penalty: 1150.050171
	Iteration 67Q: 3 clusters Score -1.62857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307548 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -16285709.000000 Penalty: 1150.050171
	Iteration 68Q: 3 clusters Score -1.628571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307546 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -16285717.000000 Penalty: 1150.050171
	Iteration 69Q: 3 clusters Score -1.628572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307543 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -16285709.000000 Penalty: 1150.050171
	Iteration 70Q: 3 clusters Score -1.628571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307542 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -16285704.000000 Penalty: 1150.050171
	Iteration 71Q: 3 clusters Score -1.62857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307542 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -16285704.000000 Penalty: 1150.050171
	Iteration 72F: 3 clusters Score -1.62857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70449 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3642 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48986 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24423 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307542 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51375 members 
Mstep: Class 36 contains 33 members 
Mstep: Class 37 contains 476 members 
Entering Unmasked Estep 
Score: -27461950.000000 Penalty: 22205.326172
Splitting cluster 30 changes total score from -27461696.000000 to -27461950.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 31 (38 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Entering Unmasked Estep 
Score: -1524.824829 Penalty: 165.510162
	Iteration 0F: 2 clusters Score -1524.825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1429.309082 Penalty: 331.020325
	Iteration 0F: 3 clusters Score -1429.309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -28137.919922 Penalty: 291.812378
	Iteration 0F: 2 clusters Score -28137.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27589.560547 Penalty: 583.624756
	Iteration 0F: 3 clusters Score -27589.56 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27748.671875 Penalty: 583.624756
	Iteration 1F: 3 clusters Score -27748.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27766.250000 Penalty: 583.624756
	Iteration 2F: 3 clusters Score -27766.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27776.509766 Penalty: 583.624756
	Iteration 3Q: 3 clusters Score -27776.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27783.732422 Penalty: 583.624756
	Iteration 4Q: 3 clusters Score -27783.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27795.632812 Penalty: 583.624756
	Iteration 5Q: 3 clusters Score -27795.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27808.005859 Penalty: 583.624756
	Iteration 6Q: 3 clusters Score -27808.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27817.734375 Penalty: 583.624756
	Iteration 7Q: 3 clusters Score -27817.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27824.869141 Penalty: 583.624756
	Iteration 8Q: 3 clusters Score -27824.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27831.468750 Penalty: 583.624756
	Iteration 9Q: 3 clusters Score -27831.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27837.183594 Penalty: 583.624756
	Iteration 10Q: 3 clusters Score -27837.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27840.498047 Penalty: 583.624756
	Iteration 11Q: 3 clusters Score -27840.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27842.492188 Penalty: 583.624756
	Iteration 12Q: 3 clusters Score -27842.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27848.380859 Penalty: 583.624756
	Iteration 13Q: 3 clusters Score -27848.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27857.384766 Penalty: 583.624756
	Iteration 14Q: 3 clusters Score -27857.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27870.246094 Penalty: 583.624756
	Iteration 15Q: 3 clusters Score -27870.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27878.382812 Penalty: 583.624756
	Iteration 16Q: 3 clusters Score -27878.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27894.773438 Penalty: 583.624756
	Iteration 17Q: 3 clusters Score -27894.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27909.099609 Penalty: 583.624756
	Iteration 18Q: 3 clusters Score -27909.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27916.863281 Penalty: 583.624756
	Iteration 19Q: 3 clusters Score -27916.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27922.806641 Penalty: 583.624756
	Iteration 20F: 3 clusters Score -27922.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27929.167969 Penalty: 583.624756
	Iteration 21Q: 3 clusters Score -27929.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27932.851562 Penalty: 583.624756
	Iteration 22Q: 3 clusters Score -27932.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27935.705078 Penalty: 583.624756
	Iteration 23Q: 3 clusters Score -27935.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27940.253906 Penalty: 583.624756
	Iteration 24Q: 3 clusters Score -27940.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -27944.271484 Penalty: 583.624756
	Iteration 25Q: 3 clusters Score -27944.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27948.789062 Penalty: 583.624756
	Iteration 26Q: 3 clusters Score -27948.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -27950.234375 Penalty: 583.624756
	Iteration 27Q: 3 clusters Score -27950.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -27951.419922 Penalty: 583.624756
	Iteration 28Q: 3 clusters Score -27951.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -27952.576172 Penalty: 583.624756
	Iteration 29Q: 3 clusters Score -27952.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -27953.023438 Penalty: 583.624756
	Iteration 30Q: 3 clusters Score -27953.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -27953.087891 Penalty: 583.624756
	Iteration 31Q: 3 clusters Score -27953.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27953.265625 Penalty: 583.624756
	Iteration 32Q: 3 clusters Score -27953.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -27954.013672 Penalty: 583.624756
	Iteration 33Q: 3 clusters Score -27954.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -27954.013672 Penalty: 583.624756
	Iteration 34F: 3 clusters Score -27954.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -24407.773438 Penalty: 280.812378
	Iteration 0F: 2 clusters Score -24407.77 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 255 members 
Entering Unmasked Estep 
Score: -23930.152344 Penalty: 561.624756
	Iteration 0F: 3 clusters Score -23930.15 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24056.835938 Penalty: 561.624756
	Iteration 1F: 3 clusters Score -24056.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24084.154297 Penalty: 561.624756
	Iteration 2F: 3 clusters Score -24084.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24095.613281 Penalty: 561.624756
	Iteration 3Q: 3 clusters Score -24095.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24103.578125 Penalty: 561.624756
	Iteration 4Q: 3 clusters Score -24103.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24112.203125 Penalty: 561.624756
	Iteration 5Q: 3 clusters Score -24112.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24118.519531 Penalty: 561.624756
	Iteration 6Q: 3 clusters Score -24118.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24122.900391 Penalty: 561.624756
	Iteration 7Q: 3 clusters Score -24122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -24131.455078 Penalty: 561.624756
	Iteration 8Q: 3 clusters Score -24131.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24137.564453 Penalty: 561.624756
	Iteration 9Q: 3 clusters Score -24137.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -24142.730469 Penalty: 561.624756
	Iteration 10Q: 3 clusters Score -24142.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -24150.326172 Penalty: 561.624756
	Iteration 11Q: 3 clusters Score -24150.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -24156.378906 Penalty: 561.624756
	Iteration 12Q: 3 clusters Score -24156.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24162.291016 Penalty: 561.624756
	Iteration 13Q: 3 clusters Score -24162.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -24171.619141 Penalty: 561.624756
	Iteration 14Q: 3 clusters Score -24171.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -24176.839844 Penalty: 561.624756
	Iteration 15Q: 3 clusters Score -24176.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24177.363281 Penalty: 561.624756
	Iteration 16Q: 3 clusters Score -24177.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24178.255859 Penalty: 561.624756
	Iteration 17Q: 3 clusters Score -24178.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -24178.945312 Penalty: 561.624756
	Iteration 18Q: 3 clusters Score -24178.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -24180.367188 Penalty: 561.624756
	Iteration 19Q: 3 clusters Score -24180.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -24180.367188 Penalty: 561.624756
	Iteration 20F: 3 clusters Score -24180.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -6153.323730 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -6153.324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5890.787598 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -5890.788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5941.257812 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -5941.258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5966.007812 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -5966.008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5971.979492 Penalty: 455.967834
	Iteration 3Q: 3 clusters Score -5971.979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5978.210938 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -5978.211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5979.897461 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -5979.897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5982.041992 Penalty: 455.967834
	Iteration 6Q: 3 clusters Score -5982.042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5992.667480 Penalty: 455.967834
	Iteration 7Q: 3 clusters Score -5992.667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6000.516602 Penalty: 455.967834
	Iteration 8Q: 3 clusters Score -6000.517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6016.179688 Penalty: 455.967834
	Iteration 9Q: 3 clusters Score -6016.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6028.442871 Penalty: 455.967834
	Iteration 10Q: 3 clusters Score -6028.443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6041.783203 Penalty: 455.967834
	Iteration 11Q: 3 clusters Score -6041.783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6071.919434 Penalty: 455.967834
	Iteration 12F: 3 clusters Score -6071.919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6104.459961 Penalty: 455.967834
	Iteration 13F: 3 clusters Score -6104.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6134.873047 Penalty: 455.967834
	Iteration 14F: 3 clusters Score -6134.873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6175.427246 Penalty: 455.967834
	Iteration 15Q: 3 clusters Score -6175.427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6212.731445 Penalty: 455.967834
	Iteration 16Q: 3 clusters Score -6212.731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6213.975586 Penalty: 455.967834
	Iteration 17Q: 3 clusters Score -6213.976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6213.975586 Penalty: 455.967834
	Iteration 18F: 3 clusters Score -6213.976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70449 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3642 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48986 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24423 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307542 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 70 members 
Mstep: Class 35 contains 51375 members 
Mstep: Class 36 contains 33 members 
Mstep: Class 37 contains 476 members 
Mstep: Class 38 contains 80 members 
Entering Unmasked Estep 
Score: -27461636.000000 Penalty: 22805.468750
Splitting cluster 34 changes total score from -27461696.000000 to -27461636.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (51375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Entering Unmasked Estep 
Score: -2837235.500000 Penalty: 493.534241
	Iteration 0F: 2 clusters Score -2837236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -2802593.000000 Penalty: 987.068481
	Iteration 0F: 3 clusters Score -2802593 nChanged 24931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -2817301.000000 Penalty: 987.068481
	Iteration 1F: 3 clusters Score -2817301 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2817878.250000 Penalty: 987.068481
	Iteration 2Q: 3 clusters Score -2817878 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -2818682.250000 Penalty: 987.068481
	Iteration 3Q: 3 clusters Score -2818682 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2819929.250000 Penalty: 987.068481
	Iteration 4Q: 3 clusters Score -2819929 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2821940.250000 Penalty: 987.068481
	Iteration 5F: 3 clusters Score -2821940 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2824669.750000 Penalty: 987.068481
	Iteration 6F: 3 clusters Score -2824670 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2827599.000000 Penalty: 987.068481
	Iteration 7F: 3 clusters Score -2827599 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2829961.000000 Penalty: 987.068481
	Iteration 8F: 3 clusters Score -2829961 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2831569.000000 Penalty: 987.068481
	Iteration 9Q: 3 clusters Score -2831569 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2832787.250000 Penalty: 987.068481
	Iteration 10Q: 3 clusters Score -2832787 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2833660.000000 Penalty: 987.068481
	Iteration 11Q: 3 clusters Score -2833660 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2834328.000000 Penalty: 987.068481
	Iteration 12Q: 3 clusters Score -2834328 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2834946.500000 Penalty: 987.068481
	Iteration 13Q: 3 clusters Score -2834946 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2835447.000000 Penalty: 987.068481
	Iteration 14Q: 3 clusters Score -2835447 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2835828.250000 Penalty: 987.068481
	Iteration 15Q: 3 clusters Score -2835828 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2836117.250000 Penalty: 987.068481
	Iteration 16Q: 3 clusters Score -2836117 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2836327.500000 Penalty: 987.068481
	Iteration 17Q: 3 clusters Score -2836328 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2836511.500000 Penalty: 987.068481
	Iteration 18Q: 3 clusters Score -2836512 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2836629.500000 Penalty: 987.068481
	Iteration 19Q: 3 clusters Score -2836630 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2836688.000000 Penalty: 987.068481
	Iteration 20F: 3 clusters Score -2836688 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2836724.250000 Penalty: 987.068481
	Iteration 21Q: 3 clusters Score -2836724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2836743.500000 Penalty: 987.068481
	Iteration 22Q: 3 clusters Score -2836744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2836765.750000 Penalty: 987.068481
	Iteration 23Q: 3 clusters Score -2836766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2836778.000000 Penalty: 987.068481
	Iteration 24Q: 3 clusters Score -2836778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2836784.250000 Penalty: 987.068481
	Iteration 25Q: 3 clusters Score -2836784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2836789.500000 Penalty: 987.068481
	Iteration 26Q: 3 clusters Score -2836790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2836792.500000 Penalty: 987.068481
	Iteration 27Q: 3 clusters Score -2836792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2836796.000000 Penalty: 987.068481
	Iteration 28Q: 3 clusters Score -2836796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2836799.500000 Penalty: 987.068481
	Iteration 29Q: 3 clusters Score -2836800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2836804.250000 Penalty: 987.068481
	Iteration 30Q: 3 clusters Score -2836804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2836809.250000 Penalty: 987.068481
	Iteration 31Q: 3 clusters Score -2836809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2836815.500000 Penalty: 987.068481
	Iteration 32Q: 3 clusters Score -2836816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2836820.000000 Penalty: 987.068481
	Iteration 33Q: 3 clusters Score -2836820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2836824.000000 Penalty: 987.068481
	Iteration 34Q: 3 clusters Score -2836824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2836828.000000 Penalty: 987.068481
	Iteration 35Q: 3 clusters Score -2836828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2836831.250000 Penalty: 987.068481
	Iteration 36Q: 3 clusters Score -2836831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2836838.750000 Penalty: 987.068481
	Iteration 37Q: 3 clusters Score -2836839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2836843.750000 Penalty: 987.068481
	Iteration 38Q: 3 clusters Score -2836844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2836849.250000 Penalty: 987.068481
	Iteration 39Q: 3 clusters Score -2836849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2836853.750000 Penalty: 987.068481
	Iteration 40F: 3 clusters Score -2836854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2836855.750000 Penalty: 987.068481
	Iteration 41Q: 3 clusters Score -2836856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2836862.500000 Penalty: 987.068481
	Iteration 42Q: 3 clusters Score -2836862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2836865.500000 Penalty: 987.068481
	Iteration 43Q: 3 clusters Score -2836866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2836868.750000 Penalty: 987.068481
	Iteration 44Q: 3 clusters Score -2836869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2836870.250000 Penalty: 987.068481
	Iteration 45Q: 3 clusters Score -2836870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2836870.250000 Penalty: 987.068481
	Iteration 46F: 3 clusters Score -2836870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (33 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Entering Unmasked Estep 
Score: -1268.967651 Penalty: 159.091095
	Iteration 0F: 2 clusters Score -1268.968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1198.545654 Penalty: 318.182190
	Iteration 0F: 3 clusters Score -1198.546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1205.065918 Penalty: 318.182190
	Iteration 1Q: 3 clusters Score -1205.066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1205.065918 Penalty: 318.182190
	Iteration 2F: 3 clusters Score -1205.066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70449 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3642 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48986 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24423 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307542 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51375 members 
Mstep: Class 36 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 36. Lose 568.929749 but Gain 600.144531
Score: -27461982.000000 Penalty: 21605.181641
Iteration 359Q: 37 clusters Score -2.746198e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 261 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70455 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 3656 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 48998 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 272 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24426 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307501 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51385 members 
Mstep: Class 37 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 37. Lose 139.224319 but Gain 600.144531
Score: -27462012.000000 Penalty: 21005.037109
Iteration 360F: 36 clusters Score -2.746201e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 2572 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 263 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70465 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3674 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4537 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 49007 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24438 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307909 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27462102.000000 Penalty: 21005.037109
Iteration 361Q: 36 clusters Score -2.74621e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70446 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3668 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4545 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 48979 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24429 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307955 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27462064.000000 Penalty: 21005.037109
Iteration 362Q: 36 clusters Score -2.746206e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70432 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4550 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 48965 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24424 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 307984 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27462024.000000 Penalty: 21005.037109
Iteration 363Q: 36 clusters Score -2.746202e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70425 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4549 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 48962 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24418 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308006 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461988.000000 Penalty: 21005.037109
Iteration 364Q: 36 clusters Score -2.746199e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70425 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3654 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4546 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 48961 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24413 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308016 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461974.000000 Penalty: 21005.037109
Iteration 365Q: 36 clusters Score -2.746197e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2757 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70421 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3654 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4544 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48961 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24414 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308025 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461964.000000 Penalty: 21005.037109
Iteration 366Q: 36 clusters Score -2.746196e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2757 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70419 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3656 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4543 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48960 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24414 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308024 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461946.000000 Penalty: 21005.037109
Iteration 367Q: 36 clusters Score -2.746195e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2757 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70418 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48958 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24413 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308029 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461932.000000 Penalty: 21005.037109
Iteration 368Q: 36 clusters Score -2.746193e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2756 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 70419 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3658 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48959 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24408 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308027 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461932.000000 Penalty: 21005.037109
Iteration 369Q: 36 clusters Score -2.746193e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2752 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 70417 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48958 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24408 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308033 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461914.000000 Penalty: 21005.037109
Iteration 370Q: 36 clusters Score -2.746191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2745 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70421 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48958 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24408 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308035 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461924.000000 Penalty: 21005.037109
Iteration 371Q: 36 clusters Score -2.746192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2738 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70429 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48958 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24406 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308033 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461908.000000 Penalty: 21005.037109
Iteration 372Q: 36 clusters Score -2.746191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2733 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70436 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3658 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48958 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24405 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308029 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461904.000000 Penalty: 21005.037109
Iteration 373Q: 36 clusters Score -2.74619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2729 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70439 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3658 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48958 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24403 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308030 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461908.000000 Penalty: 21005.037109
Iteration 374Q: 36 clusters Score -2.746191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2726 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70444 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3658 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48958 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24402 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308027 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461902.000000 Penalty: 21005.037109
Iteration 375Q: 36 clusters Score -2.74619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2724 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70443 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3658 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48958 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24400 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308027 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461912.000000 Penalty: 21005.037109
Iteration 376Q: 36 clusters Score -2.746191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2715 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70446 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3658 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48958 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24399 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308030 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461912.000000 Penalty: 21005.037109
Iteration 377Q: 36 clusters Score -2.746191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70451 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3658 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48957 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308033 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461906.000000 Penalty: 21005.037109
Iteration 378Q: 36 clusters Score -2.746191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2704 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70450 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3658 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48957 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308036 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461896.000000 Penalty: 21005.037109
Iteration 379Q: 36 clusters Score -2.74619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2701 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70450 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3658 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48956 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308040 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461892.000000 Penalty: 21005.037109
Iteration 380F: 36 clusters Score -2.746189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2695 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70453 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3658 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48955 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308043 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461886.000000 Penalty: 21005.037109
Iteration 381Q: 36 clusters Score -2.746189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2688 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70459 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3658 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48956 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308042 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461876.000000 Penalty: 21005.037109
Iteration 382Q: 36 clusters Score -2.746188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70458 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48956 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308047 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461864.000000 Penalty: 21005.037109
Iteration 383Q: 36 clusters Score -2.746186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70456 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48956 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308049 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461864.000000 Penalty: 21005.037109
Iteration 384Q: 36 clusters Score -2.746186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70455 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48955 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308051 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461900.000000 Penalty: 21005.037109
Iteration 385Q: 36 clusters Score -2.74619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70454 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48955 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308052 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461890.000000 Penalty: 21005.037109
Iteration 386Q: 36 clusters Score -2.746189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70456 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48955 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308050 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461890.000000 Penalty: 21005.037109
Iteration 387Q: 36 clusters Score -2.746189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2684 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70457 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48955 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308050 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461886.000000 Penalty: 21005.037109
Iteration 388Q: 36 clusters Score -2.746189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70456 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48955 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308052 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461888.000000 Penalty: 21005.037109
Iteration 389Q: 36 clusters Score -2.746189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2682 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70454 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48955 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308054 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461886.000000 Penalty: 21005.037109
Iteration 390Q: 36 clusters Score -2.746189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70451 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48955 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308057 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461896.000000 Penalty: 21005.037109
Iteration 391Q: 36 clusters Score -2.74619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70448 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48955 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308061 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461884.000000 Penalty: 21005.037109
Iteration 392Q: 36 clusters Score -2.746188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70443 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48955 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308066 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461870.000000 Penalty: 21005.037109
Iteration 393Q: 36 clusters Score -2.746187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70439 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48955 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24399 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308069 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461876.000000 Penalty: 21005.037109
Iteration 394Q: 36 clusters Score -2.746188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70437 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48955 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24399 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308073 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461888.000000 Penalty: 21005.037109
Iteration 395Q: 36 clusters Score -2.746189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70434 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48955 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24399 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308077 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461870.000000 Penalty: 21005.037109
Iteration 396Q: 36 clusters Score -2.746187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70433 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48955 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24399 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308078 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461856.000000 Penalty: 21005.037109
Iteration 397Q: 36 clusters Score -2.746186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70432 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48954 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24399 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308080 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461852.000000 Penalty: 21005.037109
Iteration 398Q: 36 clusters Score -2.746185e+07 nChanged 0
Entering ConstructFrom: 
Score: -27461852.000000 Penalty: 21005.037109
Entering ConstructFrom: 
Trying to split cluster 1 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -12098.119141 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -12098.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11769.473633 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -11769.47 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11853.052734 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -11853.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11868.801758 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -11868.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11875.033203 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -11875.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11880.089844 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -11880.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11884.147461 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -11884.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11885.383789 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -11885.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11885.601562 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -11885.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11885.601562 Penalty: 506.719360
	Iteration 8F: 3 clusters Score -11885.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -12681.086914 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -12681.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12356.057617 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -12356.06 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12434.162109 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -12434.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12462.178711 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -12462.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12493.370117 Penalty: 507.411377
	Iteration 3F: 3 clusters Score -12493.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12536.110352 Penalty: 507.411377
	Iteration 4F: 3 clusters Score -12536.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -12556.799805 Penalty: 507.411377
	Iteration 5F: 3 clusters Score -12556.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -12570.583984 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -12570.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12579.754883 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -12579.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12584.461914 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -12584.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -12592.323242 Penalty: 507.411377
	Iteration 9Q: 3 clusters Score -12592.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12597.707031 Penalty: 507.411377
	Iteration 10Q: 3 clusters Score -12597.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12597.707031 Penalty: 507.411377
	Iteration 11F: 3 clusters Score -12597.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -23685.255859 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -23685.26 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 230 members 
Entering Unmasked Estep 
Score: -23253.148438 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -23253.15 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23386.095703 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -23386.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23456.765625 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -23456.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23509.929688 Penalty: 557.146851
	Iteration 3F: 3 clusters Score -23509.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23559.195312 Penalty: 557.146851
	Iteration 4F: 3 clusters Score -23559.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -23594.974609 Penalty: 557.146851
	Iteration 5F: 3 clusters Score -23594.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23617.785156 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -23617.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23632.328125 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -23632.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -23644.734375 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -23644.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -23648.814453 Penalty: 557.146851
	Iteration 9Q: 3 clusters Score -23648.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23657.339844 Penalty: 557.146851
	Iteration 10Q: 3 clusters Score -23657.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -23665.787109 Penalty: 557.146851
	Iteration 11Q: 3 clusters Score -23665.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23676.076172 Penalty: 557.146851
	Iteration 12Q: 3 clusters Score -23676.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23684.011719 Penalty: 557.146851
	Iteration 13Q: 3 clusters Score -23684.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23694.867188 Penalty: 557.146851
	Iteration 14Q: 3 clusters Score -23694.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -23707.585938 Penalty: 557.146851
	Iteration 15Q: 3 clusters Score -23707.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23714.962891 Penalty: 557.146851
	Iteration 16Q: 3 clusters Score -23714.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23722.558594 Penalty: 557.146851
	Iteration 17Q: 3 clusters Score -23722.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23730.734375 Penalty: 557.146851
	Iteration 18Q: 3 clusters Score -23730.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -23733.796875 Penalty: 557.146851
	Iteration 19Q: 3 clusters Score -23733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -23734.917969 Penalty: 557.146851
	Iteration 20F: 3 clusters Score -23734.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23736.562500 Penalty: 557.146851
	Iteration 21Q: 3 clusters Score -23736.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23736.892578 Penalty: 557.146851
	Iteration 22Q: 3 clusters Score -23736.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23736.892578 Penalty: 557.146851
	Iteration 23F: 3 clusters Score -23736.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 139 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70432 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48954 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24399 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308080 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51460 members 
Mstep: Class 36 contains 317 members 
Entering Unmasked Estep 
Score: -27461566.000000 Penalty: 21605.181641
Splitting cluster 3 changes total score from -27461852.000000 to -27461566.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -44421.687500 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -44421.69 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 452 members 
Entering Unmasked Estep 
Score: -43637.121094 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -43637.12 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -43882.734375 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -43882.73 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43976.707031 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -43976.71 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44061.218750 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -44061.22 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44135.433594 Penalty: 628.058105
	Iteration 4F: 3 clusters Score -44135.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44185.039062 Penalty: 628.058105
	Iteration 5Q: 3 clusters Score -44185.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44217.742188 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -44217.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44253.855469 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -44253.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44286.175781 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -44286.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44307.179688 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -44307.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44329.054688 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -44329.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44342.710938 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -44342.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44352.386719 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -44352.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44363.597656 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -44363.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44370.476562 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -44370.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44371.621094 Penalty: 628.058105
	Iteration 15Q: 3 clusters Score -44371.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44376.468750 Penalty: 628.058105
	Iteration 16Q: 3 clusters Score -44376.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44384.203125 Penalty: 628.058105
	Iteration 17Q: 3 clusters Score -44384.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44390.968750 Penalty: 628.058105
	Iteration 18Q: 3 clusters Score -44390.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44398.191406 Penalty: 628.058105
	Iteration 19Q: 3 clusters Score -44398.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44413.761719 Penalty: 628.058105
	Iteration 20F: 3 clusters Score -44413.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44427.671875 Penalty: 628.058105
	Iteration 21Q: 3 clusters Score -44427.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44430.335938 Penalty: 628.058105
	Iteration 22Q: 3 clusters Score -44430.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44430.777344 Penalty: 628.058105
	Iteration 23Q: 3 clusters Score -44430.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44430.777344 Penalty: 628.058105
	Iteration 24F: 3 clusters Score -44430.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70432 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48954 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24399 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308080 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51460 members 
Mstep: Class 36 contains 227 members 
Entering Unmasked Estep 
Score: -27461580.000000 Penalty: 21605.181641
Splitting cluster 4 changes total score from -27461852.000000 to -27461580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7181.854492 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7181.854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6919.022949 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -6919.023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6985.080566 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -6985.081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7004.069336 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -7004.069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7017.996582 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -7017.997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7030.531250 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -7030.531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7040.933594 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -7040.934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7044.349609 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -7044.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7045.859863 Penalty: 468.949554
	Iteration 7Q: 3 clusters Score -7045.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7048.819824 Penalty: 468.949554
	Iteration 8Q: 3 clusters Score -7048.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7049.292480 Penalty: 468.949554
	Iteration 9Q: 3 clusters Score -7049.292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7049.292480 Penalty: 468.949554
	Iteration 10F: 3 clusters Score -7049.292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Entering Unmasked Estep 
Score: -149898.984375 Penalty: 359.089569
	Iteration 0F: 2 clusters Score -149899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -148052.843750 Penalty: 718.179138
	Iteration 0F: 3 clusters Score -148052.8 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -148683.312500 Penalty: 718.179138
	Iteration 1F: 3 clusters Score -148683.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -148779.687500 Penalty: 718.179138
	Iteration 2F: 3 clusters Score -148779.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -148854.000000 Penalty: 718.179138
	Iteration 3F: 3 clusters Score -148854 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -148929.265625 Penalty: 718.179138
	Iteration 4Q: 3 clusters Score -148929.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -149016.546875 Penalty: 718.179138
	Iteration 5F: 3 clusters Score -149016.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -149082.453125 Penalty: 718.179138
	Iteration 6Q: 3 clusters Score -149082.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -149144.578125 Penalty: 718.179138
	Iteration 7Q: 3 clusters Score -149144.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -149203.437500 Penalty: 718.179138
	Iteration 8Q: 3 clusters Score -149203.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -149258.562500 Penalty: 718.179138
	Iteration 9Q: 3 clusters Score -149258.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -149290.812500 Penalty: 718.179138
	Iteration 10Q: 3 clusters Score -149290.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -149309.718750 Penalty: 718.179138
	Iteration 11Q: 3 clusters Score -149309.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -149326.937500 Penalty: 718.179138
	Iteration 12Q: 3 clusters Score -149326.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -149345.390625 Penalty: 718.179138
	Iteration 13Q: 3 clusters Score -149345.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -149361.593750 Penalty: 718.179138
	Iteration 14Q: 3 clusters Score -149361.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -149369.218750 Penalty: 718.179138
	Iteration 15Q: 3 clusters Score -149369.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -149375.750000 Penalty: 718.179138
	Iteration 16Q: 3 clusters Score -149375.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -149378.484375 Penalty: 718.179138
	Iteration 17Q: 3 clusters Score -149378.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -149380.281250 Penalty: 718.179138
	Iteration 18Q: 3 clusters Score -149380.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -149382.500000 Penalty: 718.179138
	Iteration 19Q: 3 clusters Score -149382.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -149384.015625 Penalty: 718.179138
	Iteration 20F: 3 clusters Score -149384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -149386.093750 Penalty: 718.179138
	Iteration 21Q: 3 clusters Score -149386.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -149390.531250 Penalty: 718.179138
	Iteration 22Q: 3 clusters Score -149390.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -149395.375000 Penalty: 718.179138
	Iteration 23Q: 3 clusters Score -149395.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -149399.593750 Penalty: 718.179138
	Iteration 24Q: 3 clusters Score -149399.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -149406.671875 Penalty: 718.179138
	Iteration 25Q: 3 clusters Score -149406.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -149411.437500 Penalty: 718.179138
	Iteration 26Q: 3 clusters Score -149411.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -149420.796875 Penalty: 718.179138
	Iteration 27Q: 3 clusters Score -149420.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -149432.921875 Penalty: 718.179138
	Iteration 28Q: 3 clusters Score -149432.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -149443.843750 Penalty: 718.179138
	Iteration 29Q: 3 clusters Score -149443.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -149452.656250 Penalty: 718.179138
	Iteration 30Q: 3 clusters Score -149452.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -149458.718750 Penalty: 718.179138
	Iteration 31Q: 3 clusters Score -149458.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -149465.437500 Penalty: 718.179138
	Iteration 32Q: 3 clusters Score -149465.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -149477.359375 Penalty: 718.179138
	Iteration 33Q: 3 clusters Score -149477.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -149489.250000 Penalty: 718.179138
	Iteration 34Q: 3 clusters Score -149489.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -149498.406250 Penalty: 718.179138
	Iteration 35Q: 3 clusters Score -149498.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -149507.250000 Penalty: 718.179138
	Iteration 36Q: 3 clusters Score -149507.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -149516.000000 Penalty: 718.179138
	Iteration 37Q: 3 clusters Score -149516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -149523.062500 Penalty: 718.179138
	Iteration 38Q: 3 clusters Score -149523.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -149532.109375 Penalty: 718.179138
	Iteration 39Q: 3 clusters Score -149532.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -149540.718750 Penalty: 718.179138
	Iteration 40F: 3 clusters Score -149540.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -149550.437500 Penalty: 718.179138
	Iteration 41Q: 3 clusters Score -149550.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -149560.109375 Penalty: 718.179138
	Iteration 42Q: 3 clusters Score -149560.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -149567.046875 Penalty: 718.179138
	Iteration 43Q: 3 clusters Score -149567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -149570.187500 Penalty: 718.179138
	Iteration 44Q: 3 clusters Score -149570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -149573.406250 Penalty: 718.179138
	Iteration 45Q: 3 clusters Score -149573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -149576.640625 Penalty: 718.179138
	Iteration 46Q: 3 clusters Score -149576.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -149579.187500 Penalty: 718.179138
	Iteration 47Q: 3 clusters Score -149579.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -149583.625000 Penalty: 718.179138
	Iteration 48Q: 3 clusters Score -149583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -149583.906250 Penalty: 718.179138
	Iteration 49Q: 3 clusters Score -149583.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -149586.343750 Penalty: 718.179138
	Iteration 50Q: 3 clusters Score -149586.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -149590.250000 Penalty: 718.179138
	Iteration 51Q: 3 clusters Score -149590.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -149594.046875 Penalty: 718.179138
	Iteration 52Q: 3 clusters Score -149594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -149595.671875 Penalty: 718.179138
	Iteration 53Q: 3 clusters Score -149595.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -149597.687500 Penalty: 718.179138
	Iteration 54Q: 3 clusters Score -149597.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -149599.046875 Penalty: 718.179138
	Iteration 55Q: 3 clusters Score -149599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -149600.171875 Penalty: 718.179138
	Iteration 56Q: 3 clusters Score -149600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -149600.578125 Penalty: 718.179138
	Iteration 57Q: 3 clusters Score -149600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -149600.578125 Penalty: 718.179138
	Iteration 58F: 3 clusters Score -149600.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Entering Unmasked Estep 
Score: -103059.687500 Penalty: 342.856018
	Iteration 0F: 2 clusters Score -103059.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -101623.445312 Penalty: 685.712036
	Iteration 0F: 3 clusters Score -101623.4 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -102187.453125 Penalty: 685.712036
	Iteration 1F: 3 clusters Score -102187.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -102289.093750 Penalty: 685.712036
	Iteration 2F: 3 clusters Score -102289.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -102391.875000 Penalty: 685.712036
	Iteration 3F: 3 clusters Score -102391.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -102509.242188 Penalty: 685.712036
	Iteration 4F: 3 clusters Score -102509.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -102608.218750 Penalty: 685.712036
	Iteration 5F: 3 clusters Score -102608.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -102704.195312 Penalty: 685.712036
	Iteration 6F: 3 clusters Score -102704.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -102760.148438 Penalty: 685.712036
	Iteration 7Q: 3 clusters Score -102760.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -102798.382812 Penalty: 685.712036
	Iteration 8Q: 3 clusters Score -102798.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -102822.984375 Penalty: 685.712036
	Iteration 9Q: 3 clusters Score -102823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -102840.289062 Penalty: 685.712036
	Iteration 10Q: 3 clusters Score -102840.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -102847.945312 Penalty: 685.712036
	Iteration 11Q: 3 clusters Score -102847.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -102854.984375 Penalty: 685.712036
	Iteration 12Q: 3 clusters Score -102855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -102859.156250 Penalty: 685.712036
	Iteration 13Q: 3 clusters Score -102859.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -102862.023438 Penalty: 685.712036
	Iteration 14Q: 3 clusters Score -102862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -102865.359375 Penalty: 685.712036
	Iteration 15Q: 3 clusters Score -102865.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -102867.515625 Penalty: 685.712036
	Iteration 16Q: 3 clusters Score -102867.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -102869.289062 Penalty: 685.712036
	Iteration 17Q: 3 clusters Score -102869.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -102870.328125 Penalty: 685.712036
	Iteration 18Q: 3 clusters Score -102870.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -102871.859375 Penalty: 685.712036
	Iteration 19Q: 3 clusters Score -102871.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -102872.609375 Penalty: 685.712036
	Iteration 20F: 3 clusters Score -102872.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -102873.429688 Penalty: 685.712036
	Iteration 21Q: 3 clusters Score -102873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -102873.617188 Penalty: 685.712036
	Iteration 22Q: 3 clusters Score -102873.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -102873.914062 Penalty: 685.712036
	Iteration 23Q: 3 clusters Score -102873.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -102873.968750 Penalty: 685.712036
	Iteration 24Q: 3 clusters Score -102874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -102873.968750 Penalty: 685.712036
	Iteration 25F: 3 clusters Score -102874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70432 members 
Entering Unmasked Estep 
Score: -3853002.000000 Penalty: 507.889343
	Iteration 0F: 2 clusters Score -3853002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -3805743.000000 Penalty: 1015.778687
	Iteration 0F: 3 clusters Score -3805743 nChanged 34106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -3827174.000000 Penalty: 1015.778687
	Iteration 1F: 3 clusters Score -3827174 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -3828247.500000 Penalty: 1015.778687
	Iteration 2Q: 3 clusters Score -3828248 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -3829450.750000 Penalty: 1015.778687
	Iteration 3Q: 3 clusters Score -3829451 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -3830984.000000 Penalty: 1015.778687
	Iteration 4Q: 3 clusters Score -3830984 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -3833080.500000 Penalty: 1015.778687
	Iteration 5F: 3 clusters Score -3833080 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -3836126.500000 Penalty: 1015.778687
	Iteration 6F: 3 clusters Score -3836126 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -3840012.250000 Penalty: 1015.778687
	Iteration 7F: 3 clusters Score -3840012 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -3843415.750000 Penalty: 1015.778687
	Iteration 8F: 3 clusters Score -3843416 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -3845164.500000 Penalty: 1015.778687
	Iteration 9Q: 3 clusters Score -3845164 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3846002.250000 Penalty: 1015.778687
	Iteration 10Q: 3 clusters Score -3846002 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -3846627.500000 Penalty: 1015.778687
	Iteration 11Q: 3 clusters Score -3846628 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3847082.000000 Penalty: 1015.778687
	Iteration 12Q: 3 clusters Score -3847082 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3847446.250000 Penalty: 1015.778687
	Iteration 13Q: 3 clusters Score -3847446 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3847778.750000 Penalty: 1015.778687
	Iteration 14Q: 3 clusters Score -3847779 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3848027.500000 Penalty: 1015.778687
	Iteration 15Q: 3 clusters Score -3848028 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3848178.500000 Penalty: 1015.778687
	Iteration 16Q: 3 clusters Score -3848178 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3848326.500000 Penalty: 1015.778687
	Iteration 17Q: 3 clusters Score -3848326 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3848423.500000 Penalty: 1015.778687
	Iteration 18Q: 3 clusters Score -3848424 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -3848517.250000 Penalty: 1015.778687
	Iteration 19Q: 3 clusters Score -3848517 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -3848591.250000 Penalty: 1015.778687
	Iteration 20F: 3 clusters Score -3848591 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3848663.000000 Penalty: 1015.778687
	Iteration 21Q: 3 clusters Score -3848663 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -3848774.000000 Penalty: 1015.778687
	Iteration 22Q: 3 clusters Score -3848774 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3848866.500000 Penalty: 1015.778687
	Iteration 23Q: 3 clusters Score -3848866 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3848942.750000 Penalty: 1015.778687
	Iteration 24Q: 3 clusters Score -3848943 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -3849066.000000 Penalty: 1015.778687
	Iteration 25Q: 3 clusters Score -3849066 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3849161.250000 Penalty: 1015.778687
	Iteration 26Q: 3 clusters Score -3849161 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3849266.750000 Penalty: 1015.778687
	Iteration 27Q: 3 clusters Score -3849267 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3849351.500000 Penalty: 1015.778687
	Iteration 28Q: 3 clusters Score -3849352 nChanged 485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3849443.250000 Penalty: 1015.778687
	Iteration 29Q: 3 clusters Score -3849443 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3849512.000000 Penalty: 1015.778687
	Iteration 30Q: 3 clusters Score -3849512 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3849599.750000 Penalty: 1015.778687
	Iteration 31Q: 3 clusters Score -3849600 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3849683.000000 Penalty: 1015.778687
	Iteration 32Q: 3 clusters Score -3849683 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3849734.250000 Penalty: 1015.778687
	Iteration 33Q: 3 clusters Score -3849734 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3849795.750000 Penalty: 1015.778687
	Iteration 34Q: 3 clusters Score -3849796 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3849854.250000 Penalty: 1015.778687
	Iteration 35Q: 3 clusters Score -3849854 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3849903.750000 Penalty: 1015.778687
	Iteration 36Q: 3 clusters Score -3849904 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3849948.500000 Penalty: 1015.778687
	Iteration 37Q: 3 clusters Score -3849948 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3850001.250000 Penalty: 1015.778687
	Iteration 38Q: 3 clusters Score -3850001 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3850061.750000 Penalty: 1015.778687
	Iteration 39Q: 3 clusters Score -3850062 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3850123.000000 Penalty: 1015.778687
	Iteration 40F: 3 clusters Score -3850123 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3850157 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3850209.250000 Penalty: 1015.778687
	Iteration 42Q: 3 clusters Score -3850209 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3850260.000000 Penalty: 1015.778687
	Iteration 43Q: 3 clusters Score -3850260 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3850307.000000 Penalty: 1015.778687
	Iteration 44Q: 3 clusters Score -3850307 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3850342.500000 Penalty: 1015.778687
	Iteration 45Q: 3 clusters Score -3850342 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3850406.250000 Penalty: 1015.778687
	Iteration 46Q: 3 clusters Score -3850406 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3850453.500000 Penalty: 1015.778687
	Iteration 47Q: 3 clusters Score -3850454 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3850486.250000 Penalty: 1015.778687
	Iteration 48Q: 3 clusters Score -3850486 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3850512.500000 Penalty: 1015.778687
	Iteration 49Q: 3 clusters Score -3850512 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3850533.750000 Penalty: 1015.778687
	Iteration 50Q: 3 clusters Score -3850534 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -3850566.250000 Penalty: 1015.778687
	Iteration 51Q: 3 clusters Score -3850566 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3850625.250000 Penalty: 1015.778687
	Iteration 52Q: 3 clusters Score -3850625 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3850665 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -3850710.250000 Penalty: 1015.778687
	Iteration 54Q: 3 clusters Score -3850710 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -3850752.000000 Penalty: 1015.778687
	Iteration 55Q: 3 clusters Score -3850752 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3850798.250000 Penalty: 1015.778687
	Iteration 56Q: 3 clusters Score -3850798 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -3850832.500000 Penalty: 1015.778687
	Iteration 57Q: 3 clusters Score -3850832 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62351 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3850868 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3850901.750000 Penalty: 1015.778687
	Iteration 59Q: 3 clusters Score -3850902 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3850943.500000 Penalty: 1015.778687
	Iteration 60F: 3 clusters Score -3850944 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3850983.750000 Penalty: 1015.778687
	Iteration 61Q: 3 clusters Score -3850984 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3851025.500000 Penalty: 1015.778687
	Iteration 62Q: 3 clusters Score -3851026 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3851084 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63747 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -3851116.750000 Penalty: 1015.778687
	Iteration 64Q: 3 clusters Score -3851117 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3851126 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -3851163.500000 Penalty: 1015.778687
	Iteration 66Q: 3 clusters Score -3851164 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3851202.000000 Penalty: 1015.778687
	Iteration 67Q: 3 clusters Score -3851202 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3851227 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -3851239.500000 Penalty: 1015.778687
	Iteration 69Q: 3 clusters Score -3851240 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3851249.000000 Penalty: 1015.778687
	Iteration 70Q: 3 clusters Score -3851249 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65024 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3851287.250000 Penalty: 1015.778687
	Iteration 71Q: 3 clusters Score -3851287 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3851326.750000 Penalty: 1015.778687
	Iteration 72Q: 3 clusters Score -3851327 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3851364 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -3851407.500000 Penalty: 1015.778687
	Iteration 74Q: 3 clusters Score -3851408 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3851440 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3851470 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66040 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3851497 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3851531.750000 Penalty: 1015.778687
	Iteration 78Q: 3 clusters Score -3851532 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3851560.250000 Penalty: 1015.778687
	Iteration 79Q: 3 clusters Score -3851560 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3851577.000000 Penalty: 1015.778687
	Iteration 80F: 3 clusters Score -3851577 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3851598 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66822 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3851635.750000 Penalty: 1015.778687
	Iteration 82Q: 3 clusters Score -3851636 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3851674 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67114 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3851698 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3851740 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67360 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -3851757.750000 Penalty: 1015.778687
	Iteration 86Q: 3 clusters Score -3851758 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67476 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3851766.250000 Penalty: 1015.778687
	Iteration 87Q: 3 clusters Score -3851766 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67595 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3851787 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67717 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3851813.750000 Penalty: 1015.778687
	Iteration 89Q: 3 clusters Score -3851814 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3851849.500000 Penalty: 1015.778687
	Iteration 90Q: 3 clusters Score -3851850 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3851855.750000 Penalty: 1015.778687
	Iteration 91Q: 3 clusters Score -3851856 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3851892.500000 Penalty: 1015.778687
	Iteration 92Q: 3 clusters Score -3851892 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3851905.500000 Penalty: 1015.778687
	Iteration 93Q: 3 clusters Score -3851906 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3851927.250000 Penalty: 1015.778687
	Iteration 94Q: 3 clusters Score -3851927 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3851957.750000 Penalty: 1015.778687
	Iteration 95Q: 3 clusters Score -3851958 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3851994.000000 Penalty: 1015.778687
	Iteration 96Q: 3 clusters Score -3851994 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3852029.500000 Penalty: 1015.778687
	Iteration 97Q: 3 clusters Score -3852030 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3852066 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3852102.500000 Penalty: 1015.778687
	Iteration 99Q: 3 clusters Score -3852102 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68918 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3852127.000000 Penalty: 1015.778687
	Iteration 100F: 3 clusters Score -3852127 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3852176.000000 Penalty: 1015.778687
	Iteration 101Q: 3 clusters Score -3852176 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69142 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3852218.250000 Penalty: 1015.778687
	Iteration 102Q: 3 clusters Score -3852218 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3852255.000000 Penalty: 1015.778687
	Iteration 103Q: 3 clusters Score -3852255 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3852272.250000 Penalty: 1015.778687
	Iteration 104Q: 3 clusters Score -3852272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3852309.000000 Penalty: 1015.778687
	Iteration 105Q: 3 clusters Score -3852309 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69473 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3852335.250000 Penalty: 1015.778687
	Iteration 106Q: 3 clusters Score -3852335 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69542 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3852363.250000 Penalty: 1015.778687
	Iteration 107Q: 3 clusters Score -3852363 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69599 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3852392.750000 Penalty: 1015.778687
	Iteration 108Q: 3 clusters Score -3852393 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69661 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3852406.500000 Penalty: 1015.778687
	Iteration 109Q: 3 clusters Score -3852406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3852419.500000 Penalty: 1015.778687
	Iteration 110Q: 3 clusters Score -3852420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69756 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3852439.500000 Penalty: 1015.778687
	Iteration 111Q: 3 clusters Score -3852440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69791 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3852448.750000 Penalty: 1015.778687
	Iteration 112Q: 3 clusters Score -3852449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3852459.750000 Penalty: 1015.778687
	Iteration 113Q: 3 clusters Score -3852460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3852468.000000 Penalty: 1015.778687
	Iteration 114Q: 3 clusters Score -3852468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3852484.250000 Penalty: 1015.778687
	Iteration 115Q: 3 clusters Score -3852484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3852486.500000 Penalty: 1015.778687
	Iteration 116Q: 3 clusters Score -3852486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3852492.000000 Penalty: 1015.778687
	Iteration 117Q: 3 clusters Score -3852492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3852496.500000 Penalty: 1015.778687
	Iteration 118Q: 3 clusters Score -3852496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3852499.750000 Penalty: 1015.778687
	Iteration 119Q: 3 clusters Score -3852500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3852504.000000 Penalty: 1015.778687
	Iteration 120F: 3 clusters Score -3852504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3852510.750000 Penalty: 1015.778687
	Iteration 121Q: 3 clusters Score -3852511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3852516.500000 Penalty: 1015.778687
	Iteration 122Q: 3 clusters Score -3852516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70044 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3852521.250000 Penalty: 1015.778687
	Iteration 123Q: 3 clusters Score -3852521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70058 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3852525.500000 Penalty: 1015.778687
	Iteration 124Q: 3 clusters Score -3852526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70071 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3852527.000000 Penalty: 1015.778687
	Iteration 125Q: 3 clusters Score -3852527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3852529.250000 Penalty: 1015.778687
	Iteration 126Q: 3 clusters Score -3852529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3852529.000000 Penalty: 1015.778687
	Iteration 127Q: 3 clusters Score -3852529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70090 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3852530.500000 Penalty: 1015.778687
	Iteration 128Q: 3 clusters Score -3852530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70097 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3852530.750000 Penalty: 1015.778687
	Iteration 129Q: 3 clusters Score -3852531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3852538.250000 Penalty: 1015.778687
	Iteration 130Q: 3 clusters Score -3852538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3852542.500000 Penalty: 1015.778687
	Iteration 131Q: 3 clusters Score -3852542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3852545.000000 Penalty: 1015.778687
	Iteration 132Q: 3 clusters Score -3852545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70122 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3852547.500000 Penalty: 1015.778687
	Iteration 133Q: 3 clusters Score -3852548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3852549.750000 Penalty: 1015.778687
	Iteration 134Q: 3 clusters Score -3852550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3852547.250000 Penalty: 1015.778687
	Iteration 135Q: 3 clusters Score -3852547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70129 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3852549.000000 Penalty: 1015.778687
	Iteration 136Q: 3 clusters Score -3852549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3852550.750000 Penalty: 1015.778687
	Iteration 137Q: 3 clusters Score -3852551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70131 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3852551.250000 Penalty: 1015.778687
	Iteration 138Q: 3 clusters Score -3852551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70133 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3852552.000000 Penalty: 1015.778687
	Iteration 139Q: 3 clusters Score -3852552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3852553.750000 Penalty: 1015.778687
	Iteration 140F: 3 clusters Score -3852554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3852553.250000 Penalty: 1015.778687
	Iteration 141Q: 3 clusters Score -3852553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70138 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3852554.500000 Penalty: 1015.778687
	Iteration 142Q: 3 clusters Score -3852554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70138 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3852554.500000 Penalty: 1015.778687
	Iteration 143F: 3 clusters Score -3852554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Entering Unmasked Estep 
Score: -199500.390625 Penalty: 376.806946
	Iteration 0F: 2 clusters Score -199500.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -196830.234375 Penalty: 753.613892
	Iteration 0F: 3 clusters Score -196830.2 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -198137.265625 Penalty: 753.613892
	Iteration 1F: 3 clusters Score -198137.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -198453.187500 Penalty: 753.613892
	Iteration 2F: 3 clusters Score -198453.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -198729.953125 Penalty: 753.613892
	Iteration 3F: 3 clusters Score -198730 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -198987.953125 Penalty: 753.613892
	Iteration 4F: 3 clusters Score -198988 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -199178.984375 Penalty: 753.613892
	Iteration 5Q: 3 clusters Score -199179 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -199270.187500 Penalty: 753.613892
	Iteration 6Q: 3 clusters Score -199270.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -199343.062500 Penalty: 753.613892
	Iteration 7Q: 3 clusters Score -199343.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -199388.296875 Penalty: 753.613892
	Iteration 8Q: 3 clusters Score -199388.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -199438.296875 Penalty: 753.613892
	Iteration 9Q: 3 clusters Score -199438.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -199491.859375 Penalty: 753.613892
	Iteration 10Q: 3 clusters Score -199491.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -199520.531250 Penalty: 753.613892
	Iteration 11Q: 3 clusters Score -199520.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -199532.593750 Penalty: 753.613892
	Iteration 12Q: 3 clusters Score -199532.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -199538.515625 Penalty: 753.613892
	Iteration 13Q: 3 clusters Score -199538.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -199542.281250 Penalty: 753.613892
	Iteration 14Q: 3 clusters Score -199542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -199543.984375 Penalty: 753.613892
	Iteration 15Q: 3 clusters Score -199544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -199546.937500 Penalty: 753.613892
	Iteration 16Q: 3 clusters Score -199546.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -199550.625000 Penalty: 753.613892
	Iteration 17Q: 3 clusters Score -199550.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -199552.015625 Penalty: 753.613892
	Iteration 18Q: 3 clusters Score -199552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -199552.453125 Penalty: 753.613892
	Iteration 19Q: 3 clusters Score -199552.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -199552.453125 Penalty: 753.613892
	Iteration 20F: 3 clusters Score -199552.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70432 members 
Mstep: Class 9 contains 244 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48954 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24399 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308080 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51460 members 
Mstep: Class 36 contains 3706 members 
Entering Unmasked Estep 
Score: -27461648.000000 Penalty: 21605.181641
Splitting cluster 9 changes total score from -27461852.000000 to -27461648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -8612.597656 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -8612.598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8333.379883 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -8333.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8382.186523 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -8382.187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8396.923828 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -8396.924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8406.993164 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -8406.993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8408.543945 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -8408.544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8408.543945 Penalty: 475.542938
	Iteration 5F: 3 clusters Score -8408.544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Entering Unmasked Estep 
Score: -192686.500000 Penalty: 373.300110
	Iteration 0F: 2 clusters Score -192686.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -190177.593750 Penalty: 746.600220
	Iteration 0F: 3 clusters Score -190177.6 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -191273.984375 Penalty: 746.600220
	Iteration 1F: 3 clusters Score -191274 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -191476.765625 Penalty: 746.600220
	Iteration 2F: 3 clusters Score -191476.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -191713.515625 Penalty: 746.600220
	Iteration 3F: 3 clusters Score -191713.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -191897.296875 Penalty: 746.600220
	Iteration 4F: 3 clusters Score -191897.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -192004.171875 Penalty: 746.600220
	Iteration 5F: 3 clusters Score -192004.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -192062.750000 Penalty: 746.600220
	Iteration 6Q: 3 clusters Score -192062.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -192101.640625 Penalty: 746.600220
	Iteration 7Q: 3 clusters Score -192101.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -192122.453125 Penalty: 746.600220
	Iteration 8Q: 3 clusters Score -192122.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -192133.812500 Penalty: 746.600220
	Iteration 9Q: 3 clusters Score -192133.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -192142.921875 Penalty: 746.600220
	Iteration 10Q: 3 clusters Score -192142.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -192151.140625 Penalty: 746.600220
	Iteration 11Q: 3 clusters Score -192151.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -192159.046875 Penalty: 746.600220
	Iteration 12Q: 3 clusters Score -192159 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -192168.000000 Penalty: 746.600220
	Iteration 13Q: 3 clusters Score -192168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -192176.140625 Penalty: 746.600220
	Iteration 14Q: 3 clusters Score -192176.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -192185.453125 Penalty: 746.600220
	Iteration 15Q: 3 clusters Score -192185.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -192193.515625 Penalty: 746.600220
	Iteration 16Q: 3 clusters Score -192193.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -192201.984375 Penalty: 746.600220
	Iteration 17Q: 3 clusters Score -192202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -192211.531250 Penalty: 746.600220
	Iteration 18Q: 3 clusters Score -192211.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -192218.484375 Penalty: 746.600220
	Iteration 19Q: 3 clusters Score -192218.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -192228.140625 Penalty: 746.600220
	Iteration 20F: 3 clusters Score -192228.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -192238.625000 Penalty: 746.600220
	Iteration 21Q: 3 clusters Score -192238.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -192254.984375 Penalty: 746.600220
	Iteration 22Q: 3 clusters Score -192255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -192272.140625 Penalty: 746.600220
	Iteration 23Q: 3 clusters Score -192272.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -192287.328125 Penalty: 746.600220
	Iteration 24Q: 3 clusters Score -192287.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -192304.609375 Penalty: 746.600220
	Iteration 25Q: 3 clusters Score -192304.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -192319.828125 Penalty: 746.600220
	Iteration 26Q: 3 clusters Score -192319.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -192332.546875 Penalty: 746.600220
	Iteration 27Q: 3 clusters Score -192332.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -192358.109375 Penalty: 746.600220
	Iteration 28Q: 3 clusters Score -192358.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -192375.718750 Penalty: 746.600220
	Iteration 29Q: 3 clusters Score -192375.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -192387.125000 Penalty: 746.600220
	Iteration 30Q: 3 clusters Score -192387.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -192394.421875 Penalty: 746.600220
	Iteration 31Q: 3 clusters Score -192394.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -192403.281250 Penalty: 746.600220
	Iteration 32Q: 3 clusters Score -192403.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -192409.203125 Penalty: 746.600220
	Iteration 33Q: 3 clusters Score -192409.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -192414.281250 Penalty: 746.600220
	Iteration 34Q: 3 clusters Score -192414.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -192418.531250 Penalty: 746.600220
	Iteration 35Q: 3 clusters Score -192418.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -192421.437500 Penalty: 746.600220
	Iteration 36Q: 3 clusters Score -192421.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -192423.078125 Penalty: 746.600220
	Iteration 37Q: 3 clusters Score -192423.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -192424.171875 Penalty: 746.600220
	Iteration 38Q: 3 clusters Score -192424.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -192425.937500 Penalty: 746.600220
	Iteration 39Q: 3 clusters Score -192425.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -192426.515625 Penalty: 746.600220
	Iteration 40F: 3 clusters Score -192426.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -192427.734375 Penalty: 746.600220
	Iteration 41Q: 3 clusters Score -192427.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -192428.062500 Penalty: 746.600220
	Iteration 42Q: 3 clusters Score -192428.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -192428.562500 Penalty: 746.600220
	Iteration 43Q: 3 clusters Score -192428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -192429.593750 Penalty: 746.600220
	Iteration 44Q: 3 clusters Score -192429.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -192430.500000 Penalty: 746.600220
	Iteration 45Q: 3 clusters Score -192430.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -192432.406250 Penalty: 746.600220
	Iteration 46Q: 3 clusters Score -192432.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -192432.921875 Penalty: 746.600220
	Iteration 47Q: 3 clusters Score -192432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -192433.000000 Penalty: 746.600220
	Iteration 48Q: 3 clusters Score -192433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -192433.000000 Penalty: 746.600220
	Iteration 49F: 3 clusters Score -192433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -110778.882812 Penalty: 346.045349
	Iteration 0F: 2 clusters Score -110778.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -109312.460938 Penalty: 692.090698
	Iteration 0F: 3 clusters Score -109312.5 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -109822.921875 Penalty: 692.090698
	Iteration 1F: 3 clusters Score -109822.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -109889.585938 Penalty: 692.090698
	Iteration 2F: 3 clusters Score -109889.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -109945.242188 Penalty: 692.090698
	Iteration 3Q: 3 clusters Score -109945.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -109996.937500 Penalty: 692.090698
	Iteration 4Q: 3 clusters Score -109996.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -110065.500000 Penalty: 692.090698
	Iteration 5Q: 3 clusters Score -110065.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -110141.929688 Penalty: 692.090698
	Iteration 6F: 3 clusters Score -110141.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -110224.726562 Penalty: 692.090698
	Iteration 7F: 3 clusters Score -110224.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -110313.539062 Penalty: 692.090698
	Iteration 8F: 3 clusters Score -110313.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -110384.468750 Penalty: 692.090698
	Iteration 9F: 3 clusters Score -110384.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -110440.429688 Penalty: 692.090698
	Iteration 10Q: 3 clusters Score -110440.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -110464.234375 Penalty: 692.090698
	Iteration 11Q: 3 clusters Score -110464.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -110482.187500 Penalty: 692.090698
	Iteration 12Q: 3 clusters Score -110482.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -110498.117188 Penalty: 692.090698
	Iteration 13Q: 3 clusters Score -110498.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -110506.367188 Penalty: 692.090698
	Iteration 14Q: 3 clusters Score -110506.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -110515.460938 Penalty: 692.090698
	Iteration 15Q: 3 clusters Score -110515.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -110523.789062 Penalty: 692.090698
	Iteration 16Q: 3 clusters Score -110523.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -110528.328125 Penalty: 692.090698
	Iteration 17Q: 3 clusters Score -110528.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -110536.281250 Penalty: 692.090698
	Iteration 18Q: 3 clusters Score -110536.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -110542.648438 Penalty: 692.090698
	Iteration 19Q: 3 clusters Score -110542.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -110549.031250 Penalty: 692.090698
	Iteration 20F: 3 clusters Score -110549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -110557.781250 Penalty: 692.090698
	Iteration 21Q: 3 clusters Score -110557.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -110565.148438 Penalty: 692.090698
	Iteration 22Q: 3 clusters Score -110565.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -110567.375000 Penalty: 692.090698
	Iteration 23Q: 3 clusters Score -110567.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -110568.414062 Penalty: 692.090698
	Iteration 24Q: 3 clusters Score -110568.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -110569.867188 Penalty: 692.090698
	Iteration 25Q: 3 clusters Score -110569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -110570.750000 Penalty: 692.090698
	Iteration 26Q: 3 clusters Score -110570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -110573.164062 Penalty: 692.090698
	Iteration 27Q: 3 clusters Score -110573.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -110576.117188 Penalty: 692.090698
	Iteration 28Q: 3 clusters Score -110576.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -110577.671875 Penalty: 692.090698
	Iteration 29Q: 3 clusters Score -110577.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -110578.539062 Penalty: 692.090698
	Iteration 30Q: 3 clusters Score -110578.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -110581.164062 Penalty: 692.090698
	Iteration 31Q: 3 clusters Score -110581.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -110584.804688 Penalty: 692.090698
	Iteration 32Q: 3 clusters Score -110584.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -110587.195312 Penalty: 692.090698
	Iteration 33Q: 3 clusters Score -110587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -110588.632812 Penalty: 692.090698
	Iteration 34Q: 3 clusters Score -110588.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -110590.140625 Penalty: 692.090698
	Iteration 35Q: 3 clusters Score -110590.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -110591.054688 Penalty: 692.090698
	Iteration 36Q: 3 clusters Score -110591.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -110593.070312 Penalty: 692.090698
	Iteration 37Q: 3 clusters Score -110593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -110594.968750 Penalty: 692.090698
	Iteration 38Q: 3 clusters Score -110595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -110596.875000 Penalty: 692.090698
	Iteration 39Q: 3 clusters Score -110596.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -110599.617188 Penalty: 692.090698
	Iteration 40F: 3 clusters Score -110599.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -110603.117188 Penalty: 692.090698
	Iteration 41Q: 3 clusters Score -110603.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -110604.656250 Penalty: 692.090698
	Iteration 42Q: 3 clusters Score -110604.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -110605.656250 Penalty: 692.090698
	Iteration 43Q: 3 clusters Score -110605.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -110606.906250 Penalty: 692.090698
	Iteration 44Q: 3 clusters Score -110606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -110607.265625 Penalty: 692.090698
	Iteration 45Q: 3 clusters Score -110607.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -110607.257812 Penalty: 692.090698
	Iteration 46Q: 3 clusters Score -110607.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -110607.257812 Penalty: 692.090698
	Iteration 47F: 3 clusters Score -110607.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Entering Unmasked Estep 
Score: -222940.718750 Penalty: 383.161072
	Iteration 0F: 2 clusters Score -222940.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -219879.000000 Penalty: 766.322144
	Iteration 0F: 3 clusters Score -219879 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -221096.937500 Penalty: 766.322144
	Iteration 1F: 3 clusters Score -221096.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -221285.343750 Penalty: 766.322144
	Iteration 2F: 3 clusters Score -221285.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -221464.703125 Penalty: 766.322144
	Iteration 3F: 3 clusters Score -221464.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -221690.437500 Penalty: 766.322144
	Iteration 4F: 3 clusters Score -221690.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -221933.640625 Penalty: 766.322144
	Iteration 5F: 3 clusters Score -221933.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -222122.296875 Penalty: 766.322144
	Iteration 6F: 3 clusters Score -222122.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -222232.000000 Penalty: 766.322144
	Iteration 7Q: 3 clusters Score -222232 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -222279.093750 Penalty: 766.322144
	Iteration 8Q: 3 clusters Score -222279.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -222302.390625 Penalty: 766.322144
	Iteration 9Q: 3 clusters Score -222302.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -222312.515625 Penalty: 766.322144
	Iteration 10Q: 3 clusters Score -222312.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -222318.328125 Penalty: 766.322144
	Iteration 11Q: 3 clusters Score -222318.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -222323.359375 Penalty: 766.322144
	Iteration 12Q: 3 clusters Score -222323.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -222326.515625 Penalty: 766.322144
	Iteration 13Q: 3 clusters Score -222326.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -222330.156250 Penalty: 766.322144
	Iteration 14Q: 3 clusters Score -222330.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -222333.000000 Penalty: 766.322144
	Iteration 15Q: 3 clusters Score -222333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -222334.359375 Penalty: 766.322144
	Iteration 16Q: 3 clusters Score -222334.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -222335.859375 Penalty: 766.322144
	Iteration 17Q: 3 clusters Score -222335.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -222336.546875 Penalty: 766.322144
	Iteration 18Q: 3 clusters Score -222336.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -222337.156250 Penalty: 766.322144
	Iteration 19Q: 3 clusters Score -222337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -222337.640625 Penalty: 766.322144
	Iteration 20F: 3 clusters Score -222337.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -222338.781250 Penalty: 766.322144
	Iteration 21Q: 3 clusters Score -222338.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -222339.968750 Penalty: 766.322144
	Iteration 22Q: 3 clusters Score -222340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -222341.718750 Penalty: 766.322144
	Iteration 23Q: 3 clusters Score -222341.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -222343.234375 Penalty: 766.322144
	Iteration 24Q: 3 clusters Score -222343.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -222344.796875 Penalty: 766.322144
	Iteration 25Q: 3 clusters Score -222344.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -222345.859375 Penalty: 766.322144
	Iteration 26Q: 3 clusters Score -222345.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -222348.203125 Penalty: 766.322144
	Iteration 27Q: 3 clusters Score -222348.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -222351.609375 Penalty: 766.322144
	Iteration 28Q: 3 clusters Score -222351.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -222360.375000 Penalty: 766.322144
	Iteration 29Q: 3 clusters Score -222360.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -222369.531250 Penalty: 766.322144
	Iteration 30Q: 3 clusters Score -222369.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -222385.062500 Penalty: 766.322144
	Iteration 31Q: 3 clusters Score -222385.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -222407.593750 Penalty: 766.322144
	Iteration 32Q: 3 clusters Score -222407.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -222449.562500 Penalty: 766.322144
	Iteration 33Q: 3 clusters Score -222449.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -222505.734375 Penalty: 766.322144
	Iteration 34Q: 3 clusters Score -222505.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -222551.171875 Penalty: 766.322144
	Iteration 35Q: 3 clusters Score -222551.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -222573.656250 Penalty: 766.322144
	Iteration 36Q: 3 clusters Score -222573.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -222586.234375 Penalty: 766.322144
	Iteration 37Q: 3 clusters Score -222586.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -222591.984375 Penalty: 766.322144
	Iteration 38Q: 3 clusters Score -222592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -222594.718750 Penalty: 766.322144
	Iteration 39Q: 3 clusters Score -222594.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -222597.187500 Penalty: 766.322144
	Iteration 40F: 3 clusters Score -222597.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -222599.203125 Penalty: 766.322144
	Iteration 41Q: 3 clusters Score -222599.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -222601.265625 Penalty: 766.322144
	Iteration 42Q: 3 clusters Score -222601.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -222601.859375 Penalty: 766.322144
	Iteration 43Q: 3 clusters Score -222601.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -222603.109375 Penalty: 766.322144
	Iteration 44Q: 3 clusters Score -222603.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -222603.562500 Penalty: 766.322144
	Iteration 45Q: 3 clusters Score -222603.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -222604.359375 Penalty: 766.322144
	Iteration 46Q: 3 clusters Score -222604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -222604.796875 Penalty: 766.322144
	Iteration 47Q: 3 clusters Score -222604.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -222604.828125 Penalty: 766.322144
	Iteration 48Q: 3 clusters Score -222604.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -222604.703125 Penalty: 766.322144
	Iteration 49Q: 3 clusters Score -222604.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -222604.796875 Penalty: 766.322144
	Iteration 50Q: 3 clusters Score -222604.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -222604.796875 Penalty: 766.322144
	Iteration 51F: 3 clusters Score -222604.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -29934.000000 Penalty: 294.772186
	Iteration 0F: 2 clusters Score -29934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -29349.738281 Penalty: 589.544373
	Iteration 0F: 3 clusters Score -29349.74 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29533.191406 Penalty: 589.544373
	Iteration 1F: 3 clusters Score -29533.19 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29583.503906 Penalty: 589.544373
	Iteration 2F: 3 clusters Score -29583.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29623.396484 Penalty: 589.544373
	Iteration 3F: 3 clusters Score -29623.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29647.041016 Penalty: 589.544373
	Iteration 4Q: 3 clusters Score -29647.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29690.064453 Penalty: 589.544373
	Iteration 5Q: 3 clusters Score -29690.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29713.080078 Penalty: 589.544373
	Iteration 6Q: 3 clusters Score -29713.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29731.660156 Penalty: 589.544373
	Iteration 7Q: 3 clusters Score -29731.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29744.121094 Penalty: 589.544373
	Iteration 8Q: 3 clusters Score -29744.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29756.201172 Penalty: 589.544373
	Iteration 9Q: 3 clusters Score -29756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29760.630859 Penalty: 589.544373
	Iteration 10Q: 3 clusters Score -29760.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29760.908203 Penalty: 589.544373
	Iteration 11Q: 3 clusters Score -29760.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29761.580078 Penalty: 589.544373
	Iteration 12Q: 3 clusters Score -29761.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29762.197266 Penalty: 589.544373
	Iteration 13Q: 3 clusters Score -29762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29762.630859 Penalty: 589.544373
	Iteration 14Q: 3 clusters Score -29762.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29764.390625 Penalty: 589.544373
	Iteration 15Q: 3 clusters Score -29764.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29764.654297 Penalty: 589.544373
	Iteration 16Q: 3 clusters Score -29764.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29765.308594 Penalty: 589.544373
	Iteration 17Q: 3 clusters Score -29765.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29766.255859 Penalty: 589.544373
	Iteration 18Q: 3 clusters Score -29766.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29767.566406 Penalty: 589.544373
	Iteration 19Q: 3 clusters Score -29767.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29769.394531 Penalty: 589.544373
	Iteration 20F: 3 clusters Score -29769.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29772.275391 Penalty: 589.544373
	Iteration 21Q: 3 clusters Score -29772.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29774.263672 Penalty: 589.544373
	Iteration 22Q: 3 clusters Score -29774.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29774.617188 Penalty: 589.544373
	Iteration 23Q: 3 clusters Score -29774.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29775.488281 Penalty: 589.544373
	Iteration 24Q: 3 clusters Score -29775.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29775.699219 Penalty: 589.544373
	Iteration 25Q: 3 clusters Score -29775.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29775.699219 Penalty: 589.544373
	Iteration 26F: 3 clusters Score -29775.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Entering Unmasked Estep 
Score: -2468245.000000 Penalty: 491.337952
	Iteration 0F: 2 clusters Score -2468245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -2435317.000000 Penalty: 982.675903
	Iteration 0F: 3 clusters Score -2435317 nChanged 23658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -2449470.250000 Penalty: 982.675903
	Iteration 1F: 3 clusters Score -2449470 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2450235.750000 Penalty: 982.675903
	Iteration 2Q: 3 clusters Score -2450236 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -2451089.000000 Penalty: 982.675903
	Iteration 3Q: 3 clusters Score -2451089 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2452044.500000 Penalty: 982.675903
	Iteration 4F: 3 clusters Score -2452044 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2453170.250000 Penalty: 982.675903
	Iteration 5F: 3 clusters Score -2453170 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2454421.250000 Penalty: 982.675903
	Iteration 6F: 3 clusters Score -2454421 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2455879.500000 Penalty: 982.675903
	Iteration 7F: 3 clusters Score -2455880 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2457635.250000 Penalty: 982.675903
	Iteration 8F: 3 clusters Score -2457635 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2459633.250000 Penalty: 982.675903
	Iteration 9F: 3 clusters Score -2459633 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2461829.500000 Penalty: 982.675903
	Iteration 10F: 3 clusters Score -2461830 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2464143.000000 Penalty: 982.675903
	Iteration 11Q: 3 clusters Score -2464143 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2466113.750000 Penalty: 982.675903
	Iteration 12Q: 3 clusters Score -2466114 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2467404.000000 Penalty: 982.675903
	Iteration 13Q: 3 clusters Score -2467404 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2467738.250000 Penalty: 982.675903
	Iteration 14Q: 3 clusters Score -2467738 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2467856.250000 Penalty: 982.675903
	Iteration 15Q: 3 clusters Score -2467856 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2467892.250000 Penalty: 982.675903
	Iteration 16Q: 3 clusters Score -2467892 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2467917.750000 Penalty: 982.675903
	Iteration 17Q: 3 clusters Score -2467918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2467934.500000 Penalty: 982.675903
	Iteration 18Q: 3 clusters Score -2467934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2467935.750000 Penalty: 982.675903
	Iteration 19Q: 3 clusters Score -2467936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2467938.500000 Penalty: 982.675903
	Iteration 20F: 3 clusters Score -2467938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2467950.000000 Penalty: 982.675903
	Iteration 21Q: 3 clusters Score -2467950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2467957.750000 Penalty: 982.675903
	Iteration 22Q: 3 clusters Score -2467958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2467960.750000 Penalty: 982.675903
	Iteration 23Q: 3 clusters Score -2467961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2467966.500000 Penalty: 982.675903
	Iteration 24Q: 3 clusters Score -2467966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2467971.500000 Penalty: 982.675903
	Iteration 25Q: 3 clusters Score -2467972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2467976.250000 Penalty: 982.675903
	Iteration 26Q: 3 clusters Score -2467976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2467982.750000 Penalty: 982.675903
	Iteration 27Q: 3 clusters Score -2467983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2467987.000000 Penalty: 982.675903
	Iteration 28Q: 3 clusters Score -2467987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2467988.500000 Penalty: 982.675903
	Iteration 29Q: 3 clusters Score -2467988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2467990.250000 Penalty: 982.675903
	Iteration 30Q: 3 clusters Score -2467990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2467999.000000 Penalty: 982.675903
	Iteration 31Q: 3 clusters Score -2467999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2467997.000000 Penalty: 982.675903
	Iteration 32Q: 3 clusters Score -2467997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2467999.500000 Penalty: 982.675903
	Iteration 33Q: 3 clusters Score -2468000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2467999.500000 Penalty: 982.675903
	Iteration 34Q: 3 clusters Score -2468000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2467997.000000 Penalty: 982.675903
	Iteration 35Q: 3 clusters Score -2467997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2467999.250000 Penalty: 982.675903
	Iteration 36Q: 3 clusters Score -2467999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2467999.500000 Penalty: 982.675903
	Iteration 37Q: 3 clusters Score -2468000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2467998.000000 Penalty: 982.675903
	Iteration 38Q: 3 clusters Score -2467998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2467997.500000 Penalty: 982.675903
	Iteration 39Q: 3 clusters Score -2467998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2467999.000000 Penalty: 982.675903
	Iteration 40F: 3 clusters Score -2467999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2468001.000000 Penalty: 982.675903
	Iteration 41Q: 3 clusters Score -2468001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2467998.000000 Penalty: 982.675903
	Iteration 42Q: 3 clusters Score -2467998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2467998.500000 Penalty: 982.675903
	Iteration 43Q: 3 clusters Score -2467998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2468001.000000 Penalty: 982.675903
	Iteration 44Q: 3 clusters Score -2468001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2467997.000000 Penalty: 982.675903
	Iteration 45Q: 3 clusters Score -2467997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2467999.000000 Penalty: 982.675903
	Iteration 46Q: 3 clusters Score -2467999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2468004.500000 Penalty: 982.675903
	Iteration 47Q: 3 clusters Score -2468004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2468003.750000 Penalty: 982.675903
	Iteration 48Q: 3 clusters Score -2468004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2468004.250000 Penalty: 982.675903
	Iteration 49Q: 3 clusters Score -2468004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2468007.000000 Penalty: 982.675903
	Iteration 50Q: 3 clusters Score -2468007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2468009.500000 Penalty: 982.675903
	Iteration 51Q: 3 clusters Score -2468010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2468012.250000 Penalty: 982.675903
	Iteration 52Q: 3 clusters Score -2468012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2468017.500000 Penalty: 982.675903
	Iteration 53Q: 3 clusters Score -2468018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2468017.500000 Penalty: 982.675903
	Iteration 54Q: 3 clusters Score -2468018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2468021.500000 Penalty: 982.675903
	Iteration 55Q: 3 clusters Score -2468022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2468021.000000 Penalty: 982.675903
	Iteration 56Q: 3 clusters Score -2468021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2468022.750000 Penalty: 982.675903
	Iteration 57Q: 3 clusters Score -2468023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2468021.750000 Penalty: 982.675903
	Iteration 58Q: 3 clusters Score -2468022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2468023.500000 Penalty: 982.675903
	Iteration 59Q: 3 clusters Score -2468024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2468022.250000 Penalty: 982.675903
	Iteration 60F: 3 clusters Score -2468022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2468022.500000 Penalty: 982.675903
	Iteration 61Q: 3 clusters Score -2468022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2468021.500000 Penalty: 982.675903
	Iteration 62Q: 3 clusters Score -2468022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2468020.500000 Penalty: 982.675903
	Iteration 63Q: 3 clusters Score -2468020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2468020.500000 Penalty: 982.675903
	Iteration 64F: 3 clusters Score -2468020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -14410.291016 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -14410.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14032.419922 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -14032.42 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14123.115234 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -14123.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14140.365234 Penalty: 526.328125
	Iteration 2F: 3 clusters Score -14140.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14153.947266 Penalty: 526.328125
	Iteration 3Q: 3 clusters Score -14153.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14164.225586 Penalty: 526.328125
	Iteration 4Q: 3 clusters Score -14164.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14174.168945 Penalty: 526.328125
	Iteration 5Q: 3 clusters Score -14174.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14179.115234 Penalty: 526.328125
	Iteration 6Q: 3 clusters Score -14179.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14183.166016 Penalty: 526.328125
	Iteration 7Q: 3 clusters Score -14183.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14188.075195 Penalty: 526.328125
	Iteration 8Q: 3 clusters Score -14188.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14189.830078 Penalty: 526.328125
	Iteration 9Q: 3 clusters Score -14189.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14190.084961 Penalty: 526.328125
	Iteration 10Q: 3 clusters Score -14190.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14190.990234 Penalty: 526.328125
	Iteration 11Q: 3 clusters Score -14190.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14191.437500 Penalty: 526.328125
	Iteration 12Q: 3 clusters Score -14191.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14191.437500 Penalty: 526.328125
	Iteration 13F: 3 clusters Score -14191.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -26045.908203 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -26045.91 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 248 members 
Entering Unmasked Estep 
Score: -25556.140625 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -25556.14 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25706.349609 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -25706.35 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25767.000000 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -25767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25796.441406 Penalty: 569.795776
	Iteration 3F: 3 clusters Score -25796.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25811.750000 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -25811.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25819.113281 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -25819.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25825.820312 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -25825.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25831.271484 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -25831.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25837.537109 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -25837.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25842.242188 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -25842.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25844.015625 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -25844.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25845.000000 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -25845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25846.119141 Penalty: 569.795776
	Iteration 12Q: 3 clusters Score -25846.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25846.119141 Penalty: 569.795776
	Iteration 13F: 3 clusters Score -25846.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -54137.894531 Penalty: 316.782074
	Iteration 0F: 2 clusters Score -54137.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -53302.964844 Penalty: 633.564148
	Iteration 0F: 3 clusters Score -53302.96 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -53599.468750 Penalty: 633.564148
	Iteration 1F: 3 clusters Score -53599.47 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -53689.496094 Penalty: 633.564148
	Iteration 2F: 3 clusters Score -53689.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -53747.445312 Penalty: 633.564148
	Iteration 3F: 3 clusters Score -53747.45 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -53802.074219 Penalty: 633.564148
	Iteration 4F: 3 clusters Score -53802.07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -53861.460938 Penalty: 633.564148
	Iteration 5F: 3 clusters Score -53861.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53895.437500 Penalty: 633.564148
	Iteration 6Q: 3 clusters Score -53895.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -53914.117188 Penalty: 633.564148
	Iteration 7Q: 3 clusters Score -53914.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -53931.867188 Penalty: 633.564148
	Iteration 8Q: 3 clusters Score -53931.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53938.167969 Penalty: 633.564148
	Iteration 9Q: 3 clusters Score -53938.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -53941.468750 Penalty: 633.564148
	Iteration 10Q: 3 clusters Score -53941.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -53944.921875 Penalty: 633.564148
	Iteration 11Q: 3 clusters Score -53944.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53947.406250 Penalty: 633.564148
	Iteration 12Q: 3 clusters Score -53947.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -53947.976562 Penalty: 633.564148
	Iteration 13Q: 3 clusters Score -53947.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53948.476562 Penalty: 633.564148
	Iteration 14Q: 3 clusters Score -53948.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -53949.078125 Penalty: 633.564148
	Iteration 15Q: 3 clusters Score -53949.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -53949.300781 Penalty: 633.564148
	Iteration 16Q: 3 clusters Score -53949.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -53949.300781 Penalty: 633.564148
	Iteration 17F: 3 clusters Score -53949.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7066.568359 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7066.568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6833.244141 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -6833.244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6871.067871 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -6871.068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6875.881348 Penalty: 454.746338
	Iteration 2Q: 3 clusters Score -6875.881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6878.026855 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -6878.027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6879.489746 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -6879.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6879.489746 Penalty: 454.746338
	Iteration 5F: 3 clusters Score -6879.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -19135.025391 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -19135.03 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 216 members 
Entering Unmasked Estep 
Score: -18701.144531 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -18701.14 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18831.703125 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -18831.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18870.529297 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -18870.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18896.003906 Penalty: 550.525757
	Iteration 3F: 3 clusters Score -18896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18911.914062 Penalty: 550.525757
	Iteration 4Q: 3 clusters Score -18911.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18923.140625 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -18923.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18929.283203 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -18929.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18932.011719 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -18932.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18933.832031 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -18933.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18934.396484 Penalty: 550.525757
	Iteration 9Q: 3 clusters Score -18934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18936.193359 Penalty: 550.525757
	Iteration 10Q: 3 clusters Score -18936.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18936.613281 Penalty: 550.525757
	Iteration 11Q: 3 clusters Score -18936.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18936.744141 Penalty: 550.525757
	Iteration 12Q: 3 clusters Score -18936.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18936.744141 Penalty: 550.525757
	Iteration 13F: 3 clusters Score -18936.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -65467.253906 Penalty: 324.601257
	Iteration 0F: 2 clusters Score -65467.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -64498.460938 Penalty: 649.202515
	Iteration 0F: 3 clusters Score -64498.46 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -64776.070312 Penalty: 649.202515
	Iteration 1F: 3 clusters Score -64776.07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -64833.593750 Penalty: 649.202515
	Iteration 2F: 3 clusters Score -64833.59 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -64888.882812 Penalty: 649.202515
	Iteration 3F: 3 clusters Score -64888.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -64944.605469 Penalty: 649.202515
	Iteration 4Q: 3 clusters Score -64944.61 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64988.015625 Penalty: 649.202515
	Iteration 5Q: 3 clusters Score -64988.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65013.746094 Penalty: 649.202515
	Iteration 6Q: 3 clusters Score -65013.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65029.664062 Penalty: 649.202515
	Iteration 7Q: 3 clusters Score -65029.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65053.207031 Penalty: 649.202515
	Iteration 8Q: 3 clusters Score -65053.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -65077.300781 Penalty: 649.202515
	Iteration 9Q: 3 clusters Score -65077.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -65098.203125 Penalty: 649.202515
	Iteration 10Q: 3 clusters Score -65098.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -65106.992188 Penalty: 649.202515
	Iteration 11Q: 3 clusters Score -65106.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -65113.785156 Penalty: 649.202515
	Iteration 12Q: 3 clusters Score -65113.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -65120.230469 Penalty: 649.202515
	Iteration 13Q: 3 clusters Score -65120.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -65134.914062 Penalty: 649.202515
	Iteration 14Q: 3 clusters Score -65134.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -65144.738281 Penalty: 649.202515
	Iteration 15Q: 3 clusters Score -65144.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -65153.769531 Penalty: 649.202515
	Iteration 16Q: 3 clusters Score -65153.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -65172.542969 Penalty: 649.202515
	Iteration 17Q: 3 clusters Score -65172.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -65179.171875 Penalty: 649.202515
	Iteration 18Q: 3 clusters Score -65179.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -65185.734375 Penalty: 649.202515
	Iteration 19Q: 3 clusters Score -65185.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -65191.652344 Penalty: 649.202515
	Iteration 20F: 3 clusters Score -65191.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -65195.687500 Penalty: 649.202515
	Iteration 21Q: 3 clusters Score -65195.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -65196.257812 Penalty: 649.202515
	Iteration 22Q: 3 clusters Score -65196.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -65198.781250 Penalty: 649.202515
	Iteration 23Q: 3 clusters Score -65198.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -65198.781250 Penalty: 649.202515
	Iteration 24F: 3 clusters Score -65198.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -19150.208984 Penalty: 274.505432
	Iteration 0F: 2 clusters Score -19150.21 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 203 members 
Entering Unmasked Estep 
Score: -18743.789062 Penalty: 549.010864
	Iteration 0F: 3 clusters Score -18743.79 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18866.818359 Penalty: 549.010864
	Iteration 1F: 3 clusters Score -18866.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18890.167969 Penalty: 549.010864
	Iteration 2F: 3 clusters Score -18890.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18898.796875 Penalty: 549.010864
	Iteration 3Q: 3 clusters Score -18898.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18907.400391 Penalty: 549.010864
	Iteration 4Q: 3 clusters Score -18907.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18914.320312 Penalty: 549.010864
	Iteration 5Q: 3 clusters Score -18914.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18917.011719 Penalty: 549.010864
	Iteration 6Q: 3 clusters Score -18917.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18917.650391 Penalty: 549.010864
	Iteration 7Q: 3 clusters Score -18917.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18917.839844 Penalty: 549.010864
	Iteration 8Q: 3 clusters Score -18917.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18917.839844 Penalty: 549.010864
	Iteration 9F: 3 clusters Score -18917.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13189.186523 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13189.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12851.130859 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12851.13 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12933.781250 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12933.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12970.069336 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12970.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12983.476562 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -12983.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12995.925781 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -12995.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13006.828125 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -13006.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13023.277344 Penalty: 510.461945
	Iteration 6F: 3 clusters Score -13023.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13038.138672 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -13038.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13050.616211 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -13050.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13051.522461 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -13051.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13051.522461 Penalty: 510.461945
	Iteration 10F: 3 clusters Score -13051.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -23173.695312 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -23173.7 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 266 members 
Entering Unmasked Estep 
Score: -22666.646484 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -22666.65 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22803.101562 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -22803.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22854.386719 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -22854.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22898.259766 Penalty: 569.621948
	Iteration 3F: 3 clusters Score -22898.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -22942.750000 Penalty: 569.621948
	Iteration 4F: 3 clusters Score -22942.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22972.345703 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -22972.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -22990.914062 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -22990.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23017.800781 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -23017.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23044.199219 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -23044.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23066.548828 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -23066.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23083.759766 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -23083.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23089.296875 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -23089.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23096.847656 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -23096.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23107.216797 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -23107.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23113.292969 Penalty: 569.621948
	Iteration 14Q: 3 clusters Score -23113.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23119.244141 Penalty: 569.621948
	Iteration 15Q: 3 clusters Score -23119.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23121.998047 Penalty: 569.621948
	Iteration 16Q: 3 clusters Score -23122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23125.240234 Penalty: 569.621948
	Iteration 17Q: 3 clusters Score -23125.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23133.564453 Penalty: 569.621948
	Iteration 18Q: 3 clusters Score -23133.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23141.037109 Penalty: 569.621948
	Iteration 19Q: 3 clusters Score -23141.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23149.750000 Penalty: 569.621948
	Iteration 20F: 3 clusters Score -23149.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23166.443359 Penalty: 569.621948
	Iteration 21Q: 3 clusters Score -23166.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23178.667969 Penalty: 569.621948
	Iteration 22Q: 3 clusters Score -23178.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23191.062500 Penalty: 569.621948
	Iteration 23Q: 3 clusters Score -23191.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23196.244141 Penalty: 569.621948
	Iteration 24Q: 3 clusters Score -23196.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23196.244141 Penalty: 569.621948
	Iteration 25F: 3 clusters Score -23196.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70432 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48954 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 24399 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308080 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51460 members 
Mstep: Class 36 contains 191 members 
Entering Unmasked Estep 
Score: -27461554.000000 Penalty: 21605.181641
Splitting cluster 24 changes total score from -27461852.000000 to -27461554.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (24399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Entering Unmasked Estep 
Score: -1351466.000000 Penalty: 459.654541
	Iteration 0F: 2 clusters Score -1351466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1335162.500000 Penalty: 919.309082
	Iteration 0F: 3 clusters Score -1335162 nChanged 11653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1342257.375000 Penalty: 919.309082
	Iteration 1F: 3 clusters Score -1342257 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1342730.875000 Penalty: 919.309082
	Iteration 2F: 3 clusters Score -1342731 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1343298.500000 Penalty: 919.309082
	Iteration 3F: 3 clusters Score -1343298 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1344022.625000 Penalty: 919.309082
	Iteration 4F: 3 clusters Score -1344023 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1345001.375000 Penalty: 919.309082
	Iteration 5F: 3 clusters Score -1345001 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1346172.750000 Penalty: 919.309082
	Iteration 6F: 3 clusters Score -1346173 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1347191.500000 Penalty: 919.309082
	Iteration 7F: 3 clusters Score -1347192 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1347697.250000 Penalty: 919.309082
	Iteration 8Q: 3 clusters Score -1347697 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1347916.125000 Penalty: 919.309082
	Iteration 9Q: 3 clusters Score -1347916 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1348037 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1348123 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1348191 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1348255.750000 Penalty: 919.309082
	Iteration 13Q: 3 clusters Score -1348256 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1348310.750000 Penalty: 919.309082
	Iteration 14Q: 3 clusters Score -1348311 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1348359.875000 Penalty: 919.309082
	Iteration 15Q: 3 clusters Score -1348360 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1348424.500000 Penalty: 919.309082
	Iteration 16Q: 3 clusters Score -1348424 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1348493.625000 Penalty: 919.309082
	Iteration 17Q: 3 clusters Score -1348494 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1348574.875000 Penalty: 919.309082
	Iteration 18Q: 3 clusters Score -1348575 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1348637 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1348702.500000 Penalty: 919.309082
	Iteration 20F: 3 clusters Score -1348702 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1348756.625000 Penalty: 919.309082
	Iteration 21Q: 3 clusters Score -1348757 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1348836.375000 Penalty: 919.309082
	Iteration 22Q: 3 clusters Score -1348836 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1348902.875000 Penalty: 919.309082
	Iteration 23Q: 3 clusters Score -1348903 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1348978 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1349057.125000 Penalty: 919.309082
	Iteration 25Q: 3 clusters Score -1349057 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1349132.500000 Penalty: 919.309082
	Iteration 26Q: 3 clusters Score -1349132 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1349205 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1349291.875000 Penalty: 919.309082
	Iteration 28Q: 3 clusters Score -1349292 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1349368 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1349449 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1349535.250000 Penalty: 919.309082
	Iteration 31Q: 3 clusters Score -1349535 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1349592 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1349645.250000 Penalty: 919.309082
	Iteration 33Q: 3 clusters Score -1349645 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1349684 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1349720 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1349764 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1349798 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1349851 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1349890 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1349924.500000 Penalty: 919.309082
	Iteration 40F: 3 clusters Score -1349924 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1349950 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1349972 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1349993 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1350008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1350020.875000 Penalty: 919.309082
	Iteration 45Q: 3 clusters Score -1350021 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1350036.000000 Penalty: 919.309082
	Iteration 46Q: 3 clusters Score -1350036 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1350063 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1350084 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1350106 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1350119.625000 Penalty: 919.309082
	Iteration 50Q: 3 clusters Score -1350120 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1350135.625000 Penalty: 919.309082
	Iteration 51Q: 3 clusters Score -1350136 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1350159.500000 Penalty: 919.309082
	Iteration 52Q: 3 clusters Score -1350160 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1350172 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1350192.125000 Penalty: 919.309082
	Iteration 54Q: 3 clusters Score -1350192 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1350209.250000 Penalty: 919.309082
	Iteration 55Q: 3 clusters Score -1350209 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1350220.875000 Penalty: 919.309082
	Iteration 56Q: 3 clusters Score -1350221 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1350239.625000 Penalty: 919.309082
	Iteration 57Q: 3 clusters Score -1350240 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1350266.750000 Penalty: 919.309082
	Iteration 58Q: 3 clusters Score -1350267 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1350294.750000 Penalty: 919.309082
	Iteration 59Q: 3 clusters Score -1350295 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1350334.000000 Penalty: 919.309082
	Iteration 60F: 3 clusters Score -1350334 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1350355.875000 Penalty: 919.309082
	Iteration 61Q: 3 clusters Score -1350356 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
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Entering Unmasked Estep 
Score: -1350389.250000 Penalty: 919.309082
	Iteration 62Q: 3 clusters Score -1350389 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1350417.875000 Penalty: 919.309082
	Iteration 63Q: 3 clusters Score -1350418 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1350440 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1350473.875000 Penalty: 919.309082
	Iteration 65Q: 3 clusters Score -1350474 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1350515.000000 Penalty: 919.309082
	Iteration 66Q: 3 clusters Score -1350515 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1350552.625000 Penalty: 919.309082
	Iteration 67Q: 3 clusters Score -1350553 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1350588.000000 Penalty: 919.309082
	Iteration 68Q: 3 clusters Score -1350588 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1350620.000000 Penalty: 919.309082
	Iteration 69Q: 3 clusters Score -1350620 nChanged 88
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Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 1679 members 
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	Iteration 70Q: 3 clusters Score -1350651 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1350670.375000 Penalty: 919.309082
	Iteration 71Q: 3 clusters Score -1350670 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1350694 nChanged 73
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Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1350716.000000 Penalty: 919.309082
	Iteration 73Q: 3 clusters Score -1350716 nChanged 80
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Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1350740.750000 Penalty: 919.309082
	Iteration 74Q: 3 clusters Score -1350741 nChanged 69
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Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1350762.875000 Penalty: 919.309082
	Iteration 75Q: 3 clusters Score -1350763 nChanged 60
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Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 1235 members 
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Score: -1350784.375000 Penalty: 919.309082
	Iteration 76Q: 3 clusters Score -1350784 nChanged 60
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Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 1183 members 
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Score: -1350804.125000 Penalty: 919.309082
	Iteration 77Q: 3 clusters Score -1350804 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1350824.125000 Penalty: 919.309082
	Iteration 78Q: 3 clusters Score -1350824 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1350845.500000 Penalty: 919.309082
	Iteration 79Q: 3 clusters Score -1350846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1350873.500000 Penalty: 919.309082
	Iteration 80F: 3 clusters Score -1350874 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1350907.250000 Penalty: 919.309082
	Iteration 81Q: 3 clusters Score -1350907 nChanged 67
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Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1350937 nChanged 55
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Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 840 members 
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Score: -1350957.625000 Penalty: 919.309082
	Iteration 83Q: 3 clusters Score -1350958 nChanged 38
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Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1350962.500000 Penalty: 919.309082
	Iteration 84Q: 3 clusters Score -1350962 nChanged 31
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Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 775 members 
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	Iteration 85Q: 3 clusters Score -1350977 nChanged 36
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Mstep: Class 1 contains 23654 members 
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	Iteration 86Q: 3 clusters Score -1350987 nChanged 33
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Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1351000 nChanged 38
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Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1351011 nChanged 33
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Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1351021.000000 Penalty: 919.309082
	Iteration 89Q: 3 clusters Score -1351021 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1351024 nChanged 24
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Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1351030.875000 Penalty: 919.309082
	Iteration 91Q: 3 clusters Score -1351031 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1351038.500000 Penalty: 919.309082
	Iteration 92Q: 3 clusters Score -1351038 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1351047.375000 Penalty: 919.309082
	Iteration 93Q: 3 clusters Score -1351047 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1351052.250000 Penalty: 919.309082
	Iteration 94Q: 3 clusters Score -1351052 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1351056.625000 Penalty: 919.309082
	Iteration 95Q: 3 clusters Score -1351057 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1351060.250000 Penalty: 919.309082
	Iteration 96Q: 3 clusters Score -1351060 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1351060.500000 Penalty: 919.309082
	Iteration 97Q: 3 clusters Score -1351060 nChanged 8
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Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1351061.750000 Penalty: 919.309082
	Iteration 98Q: 3 clusters Score -1351062 nChanged 9
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Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1351063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1351062.625000 Penalty: 919.309082
	Iteration 100F: 3 clusters Score -1351063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1351063.125000 Penalty: 919.309082
	Iteration 101Q: 3 clusters Score -1351063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1351062.625000 Penalty: 919.309082
	Iteration 102Q: 3 clusters Score -1351063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1351063.375000 Penalty: 919.309082
	Iteration 103Q: 3 clusters Score -1351063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1351064.625000 Penalty: 919.309082
	Iteration 104Q: 3 clusters Score -1351065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1351066.125000 Penalty: 919.309082
	Iteration 105Q: 3 clusters Score -1351066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1351066.375000 Penalty: 919.309082
	Iteration 106Q: 3 clusters Score -1351066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1351064.750000 Penalty: 919.309082
	Iteration 107Q: 3 clusters Score -1351065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1351065.125000 Penalty: 919.309082
	Iteration 108Q: 3 clusters Score -1351065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1351065.875000 Penalty: 919.309082
	Iteration 109Q: 3 clusters Score -1351066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1351066.500000 Penalty: 919.309082
	Iteration 110Q: 3 clusters Score -1351066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1351066.625000 Penalty: 919.309082
	Iteration 111Q: 3 clusters Score -1351067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1351066.875000 Penalty: 919.309082
	Iteration 112Q: 3 clusters Score -1351067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1351066.875000 Penalty: 919.309082
	Iteration 113F: 3 clusters Score -1351067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -6409.600586 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -6409.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6167.017578 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -6167.018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6252.386230 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -6252.386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6264.736328 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -6264.736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6269.299805 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -6269.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6275.637207 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -6275.637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6276.856934 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -6276.857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6277.869629 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -6277.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6277.869629 Penalty: 474.063232
	Iteration 7F: 3 clusters Score -6277.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -35616.492188 Penalty: 297.287384
	Iteration 0F: 2 clusters Score -35616.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -34998.937500 Penalty: 594.574768
	Iteration 0F: 3 clusters Score -34998.94 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -35158.542969 Penalty: 594.574768
	Iteration 1F: 3 clusters Score -35158.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35231.625000 Penalty: 594.574768
	Iteration 2F: 3 clusters Score -35231.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35296.972656 Penalty: 594.574768
	Iteration 3F: 3 clusters Score -35296.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35344.785156 Penalty: 594.574768
	Iteration 4F: 3 clusters Score -35344.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35379.957031 Penalty: 594.574768
	Iteration 5Q: 3 clusters Score -35379.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35401.300781 Penalty: 594.574768
	Iteration 6Q: 3 clusters Score -35401.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -35407.550781 Penalty: 594.574768
	Iteration 7Q: 3 clusters Score -35407.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35411.039062 Penalty: 594.574768
	Iteration 8Q: 3 clusters Score -35411.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35415.875000 Penalty: 594.574768
	Iteration 9Q: 3 clusters Score -35415.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35422.386719 Penalty: 594.574768
	Iteration 10Q: 3 clusters Score -35422.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35426.292969 Penalty: 594.574768
	Iteration 11Q: 3 clusters Score -35426.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35429.433594 Penalty: 594.574768
	Iteration 12Q: 3 clusters Score -35429.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -35431.011719 Penalty: 594.574768
	Iteration 13Q: 3 clusters Score -35431.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -35432.894531 Penalty: 594.574768
	Iteration 14Q: 3 clusters Score -35432.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -35434.886719 Penalty: 594.574768
	Iteration 15Q: 3 clusters Score -35434.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -35437.078125 Penalty: 594.574768
	Iteration 16Q: 3 clusters Score -35437.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -35439.164062 Penalty: 594.574768
	Iteration 17Q: 3 clusters Score -35439.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -35440.613281 Penalty: 594.574768
	Iteration 18Q: 3 clusters Score -35440.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -35441.656250 Penalty: 594.574768
	Iteration 19Q: 3 clusters Score -35441.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -35444.574219 Penalty: 594.574768
	Iteration 20F: 3 clusters Score -35444.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35446.648438 Penalty: 594.574768
	Iteration 21Q: 3 clusters Score -35446.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35448.652344 Penalty: 594.574768
	Iteration 22Q: 3 clusters Score -35448.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -35449.398438 Penalty: 594.574768
	Iteration 23Q: 3 clusters Score -35449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -35449.910156 Penalty: 594.574768
	Iteration 24Q: 3 clusters Score -35449.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -35450.265625 Penalty: 594.574768
	Iteration 25Q: 3 clusters Score -35450.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -35450.449219 Penalty: 594.574768
	Iteration 26Q: 3 clusters Score -35450.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -35451.312500 Penalty: 594.574768
	Iteration 27Q: 3 clusters Score -35451.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35451.890625 Penalty: 594.574768
	Iteration 28Q: 3 clusters Score -35451.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35451.890625 Penalty: 594.574768
	Iteration 29F: 3 clusters Score -35451.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -5935.335938 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -5935.336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5706.982910 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -5706.983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5747.445312 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -5747.445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5758.471680 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -5758.472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5761.557129 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -5761.557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5762.686035 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -5762.686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5764.748535 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -5764.749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5764.748535 Penalty: 439.376556
	Iteration 6F: 3 clusters Score -5764.749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -6925.556152 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -6925.556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6679.477539 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -6679.478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6747.955566 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -6747.956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6764.097168 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -6764.097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6770.801270 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -6770.801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6783.373535 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -6783.374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6789.591797 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -6789.592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6801.232910 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -6801.233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6804.872070 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -6804.872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6818.645996 Penalty: 467.357666
	Iteration 8Q: 3 clusters Score -6818.646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6834.048340 Penalty: 467.357666
	Iteration 9Q: 3 clusters Score -6834.048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6836.408203 Penalty: 467.357666
	Iteration 10Q: 3 clusters Score -6836.408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6839.204102 Penalty: 467.357666
	Iteration 11Q: 3 clusters Score -6839.204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6841.147461 Penalty: 467.357666
	Iteration 12Q: 3 clusters Score -6841.147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6848.965820 Penalty: 467.357666
	Iteration 13Q: 3 clusters Score -6848.966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6851.147461 Penalty: 467.357666
	Iteration 14Q: 3 clusters Score -6851.147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6851.147461 Penalty: 467.357666
	Iteration 15F: 3 clusters Score -6851.147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (308080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308080 members 
Entering Unmasked Estep 
Score: -16288391.000000 Penalty: 575.034241
	Iteration 0F: 2 clusters Score -1.628839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153953 members 
Mstep: Class 2 contains 154127 members 
Entering Unmasked Estep 
Score: -16099612.000000 Penalty: 1150.068481
	Iteration 0F: 3 clusters Score -1.609961e+07 nChanged 151982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144963 members 
Mstep: Class 2 contains 163117 members 
Entering Unmasked Estep 
Score: -16191571.000000 Penalty: 1150.068481
	Iteration 1F: 3 clusters Score -1.619157e+07 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139199 members 
Mstep: Class 2 contains 168881 members 
Entering Unmasked Estep 
Score: -16194646.000000 Penalty: 1150.068481
	Iteration 2Q: 3 clusters Score -1.619465e+07 nChanged 13483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130854 members 
Mstep: Class 2 contains 177226 members 
Entering Unmasked Estep 
Score: -16199218.000000 Penalty: 1150.068481
	Iteration 3Q: 3 clusters Score -1.619922e+07 nChanged 16406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119134 members 
Mstep: Class 2 contains 188946 members 
Entering Unmasked Estep 
Score: -16206044.000000 Penalty: 1150.068481
	Iteration 4F: 3 clusters Score -1.620604e+07 nChanged 19140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103766 members 
Mstep: Class 2 contains 204314 members 
Entering Unmasked Estep 
Score: -16215572.000000 Penalty: 1150.068481
	Iteration 5F: 3 clusters Score -1.621557e+07 nChanged 20808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85672 members 
Mstep: Class 2 contains 222408 members 
Entering Unmasked Estep 
Score: -16228195.000000 Penalty: 1150.068481
	Iteration 6F: 3 clusters Score -1.62282e+07 nChanged 20570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 241228 members 
Entering Unmasked Estep 
Score: -16243538.000000 Penalty: 1150.068481
	Iteration 7F: 3 clusters Score -1.624354e+07 nChanged 18131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 258019 members 
Entering Unmasked Estep 
Score: -16259073.000000 Penalty: 1150.068481
	Iteration 8F: 3 clusters Score -1.625907e+07 nChanged 13400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 270233 members 
Entering Unmasked Estep 
Score: -16274287.000000 Penalty: 1150.068481
	Iteration 9Q: 3 clusters Score -1.627429e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 279542 members 
Entering Unmasked Estep 
Score: -16283629.000000 Penalty: 1150.068481
	Iteration 10Q: 3 clusters Score -1.628363e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 287950 members 
Entering Unmasked Estep 
Score: -16287660.000000 Penalty: 1150.068481
	Iteration 11Q: 3 clusters Score -1.628766e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 295648 members 
Entering Unmasked Estep 
Score: -16288913.000000 Penalty: 1150.068481
	Iteration 12Q: 3 clusters Score -1.628891e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 301754 members 
Entering Unmasked Estep 
Score: -16288972.000000 Penalty: 1150.068481
	Iteration 13Q: 3 clusters Score -1.628897e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 305851 members 
Entering Unmasked Estep 
Score: -16288316.000000 Penalty: 1150.068481
	Iteration 14Q: 3 clusters Score -1.628832e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 307541 members 
Entering Unmasked Estep 
Score: -16287921.000000 Penalty: 1150.068481
	Iteration 15Q: 3 clusters Score -1.628792e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 307938 members 
Entering Unmasked Estep 
Score: -16287872.000000 Penalty: 1150.068481
	Iteration 16Q: 3 clusters Score -1.628787e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 308002 members 
Entering Unmasked Estep 
Score: -16287911.000000 Penalty: 1150.068481
	Iteration 17Q: 3 clusters Score -1.628791e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 308022 members 
Entering Unmasked Estep 
Score: -16287927.000000 Penalty: 1150.068481
	Iteration 18Q: 3 clusters Score -1.628793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 308027 members 
Entering Unmasked Estep 
Score: -16287922.000000 Penalty: 1150.068481
	Iteration 19Q: 3 clusters Score -1.628792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 308028 members 
Entering Unmasked Estep 
Score: -16287924.000000 Penalty: 1150.068481
	Iteration 20F: 3 clusters Score -1.628792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 308029 members 
Entering Unmasked Estep 
Score: -16287919.000000 Penalty: 1150.068481
	Iteration 21Q: 3 clusters Score -1.628792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 308030 members 
Entering Unmasked Estep 
Score: -16287923.000000 Penalty: 1150.068481
	Iteration 22Q: 3 clusters Score -1.628792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 308030 members 
Entering Unmasked Estep 
Score: -16287923.000000 Penalty: 1150.068481
	Iteration 23F: 3 clusters Score -1.628792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (38 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Entering Unmasked Estep 
Score: -1524.824829 Penalty: 165.510162
	Iteration 0F: 2 clusters Score -1524.825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1452.231201 Penalty: 331.020325
	Iteration 0F: 3 clusters Score -1452.231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -28137.919922 Penalty: 291.812378
	Iteration 0F: 2 clusters Score -28137.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27590.242188 Penalty: 583.624756
	Iteration 0F: 3 clusters Score -27590.24 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27740.332031 Penalty: 583.624756
	Iteration 1F: 3 clusters Score -27740.33 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27797.603516 Penalty: 583.624756
	Iteration 2F: 3 clusters Score -27797.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27835.039062 Penalty: 583.624756
	Iteration 3F: 3 clusters Score -27835.04 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -27883.376953 Penalty: 583.624756
	Iteration 4F: 3 clusters Score -27883.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -27909.718750 Penalty: 583.624756
	Iteration 5F: 3 clusters Score -27909.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -27926.107422 Penalty: 583.624756
	Iteration 6Q: 3 clusters Score -27926.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -27939.712891 Penalty: 583.624756
	Iteration 7Q: 3 clusters Score -27939.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -27945.041016 Penalty: 583.624756
	Iteration 8Q: 3 clusters Score -27945.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -27951.361328 Penalty: 583.624756
	Iteration 9Q: 3 clusters Score -27951.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -27956.982422 Penalty: 583.624756
	Iteration 10Q: 3 clusters Score -27956.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -27960.919922 Penalty: 583.624756
	Iteration 11Q: 3 clusters Score -27960.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -27964.345703 Penalty: 583.624756
	Iteration 12Q: 3 clusters Score -27964.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -27970.742188 Penalty: 583.624756
	Iteration 13Q: 3 clusters Score -27970.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -27975.447266 Penalty: 583.624756
	Iteration 14Q: 3 clusters Score -27975.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -27975.869141 Penalty: 583.624756
	Iteration 15Q: 3 clusters Score -27975.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -27976.353516 Penalty: 583.624756
	Iteration 16Q: 3 clusters Score -27976.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -27977.568359 Penalty: 583.624756
	Iteration 17Q: 3 clusters Score -27977.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -27977.568359 Penalty: 583.624756
	Iteration 18F: 3 clusters Score -27977.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -24407.773438 Penalty: 280.812378
	Iteration 0F: 2 clusters Score -24407.77 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 237 members 
Entering Unmasked Estep 
Score: -23927.306641 Penalty: 561.624756
	Iteration 0F: 3 clusters Score -23927.31 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24063.976562 Penalty: 561.624756
	Iteration 1F: 3 clusters Score -24063.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24094.251953 Penalty: 561.624756
	Iteration 2F: 3 clusters Score -24094.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24120.732422 Penalty: 561.624756
	Iteration 3Q: 3 clusters Score -24120.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24141.500000 Penalty: 561.624756
	Iteration 4Q: 3 clusters Score -24141.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24160.900391 Penalty: 561.624756
	Iteration 5Q: 3 clusters Score -24160.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24171.783203 Penalty: 561.624756
	Iteration 6Q: 3 clusters Score -24171.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24185.035156 Penalty: 561.624756
	Iteration 7Q: 3 clusters Score -24185.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24189.394531 Penalty: 561.624756
	Iteration 8Q: 3 clusters Score -24189.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24190.531250 Penalty: 561.624756
	Iteration 9Q: 3 clusters Score -24190.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24192.392578 Penalty: 561.624756
	Iteration 10Q: 3 clusters Score -24192.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24193.017578 Penalty: 561.624756
	Iteration 11Q: 3 clusters Score -24193.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24193.283203 Penalty: 561.624756
	Iteration 12Q: 3 clusters Score -24193.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24193.283203 Penalty: 561.624756
	Iteration 13F: 3 clusters Score -24193.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -6153.323730 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -6153.324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5905.341797 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -5905.342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5960.458496 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -5960.458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5978.132812 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -5978.133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5987.894043 Penalty: 455.967834
	Iteration 3Q: 3 clusters Score -5987.894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5998.898438 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -5998.898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6002.714355 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -6002.714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6004.014160 Penalty: 455.967834
	Iteration 6Q: 3 clusters Score -6004.014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6007.348145 Penalty: 455.967834
	Iteration 7Q: 3 clusters Score -6007.348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6015.716309 Penalty: 455.967834
	Iteration 8Q: 3 clusters Score -6015.716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6036.421387 Penalty: 455.967834
	Iteration 9Q: 3 clusters Score -6036.421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6049.879395 Penalty: 455.967834
	Iteration 10Q: 3 clusters Score -6049.879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6054.045898 Penalty: 455.967834
	Iteration 11Q: 3 clusters Score -6054.046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6067.425781 Penalty: 455.967834
	Iteration 12Q: 3 clusters Score -6067.426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6092.910645 Penalty: 455.967834
	Iteration 13Q: 3 clusters Score -6092.911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6117.310547 Penalty: 455.967834
	Iteration 14Q: 3 clusters Score -6117.311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6139.600098 Penalty: 455.967834
	Iteration 15Q: 3 clusters Score -6139.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6141.522461 Penalty: 455.967834
	Iteration 16Q: 3 clusters Score -6141.522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6147.169922 Penalty: 455.967834
	Iteration 17Q: 3 clusters Score -6147.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6152.054199 Penalty: 455.967834
	Iteration 18F: 3 clusters Score -6152.054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6175.479492 Penalty: 455.967834
	Iteration 19Q: 3 clusters Score -6175.479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6193.417969 Penalty: 455.967834
	Iteration 20F: 3 clusters Score -6193.418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6207.762207 Penalty: 455.967834
	Iteration 21Q: 3 clusters Score -6207.762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6229.137207 Penalty: 455.967834
	Iteration 22Q: 3 clusters Score -6229.137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6247.324219 Penalty: 455.967834
	Iteration 23Q: 3 clusters Score -6247.324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6256.959961 Penalty: 455.967834
	Iteration 24Q: 3 clusters Score -6256.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6258.642090 Penalty: 455.967834
	Iteration 25Q: 3 clusters Score -6258.642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6258.642090 Penalty: 455.967834
	Iteration 26F: 3 clusters Score -6258.642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70432 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48954 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24399 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308080 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 91 members 
Mstep: Class 35 contains 51460 members 
Mstep: Class 36 contains 59 members 
Entering Unmasked Estep 
Score: -27461582.000000 Penalty: 21605.181641
Splitting cluster 34 changes total score from -27461852.000000 to -27461582.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (51460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Entering Unmasked Estep 
Score: -2841812.250000 Penalty: 493.609497
	Iteration 0F: 2 clusters Score -2841812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -2807350.000000 Penalty: 987.218994
	Iteration 0F: 3 clusters Score -2807350 nChanged 24800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -2822245.750000 Penalty: 987.218994
	Iteration 1F: 3 clusters Score -2822246 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -2823143.750000 Penalty: 987.218994
	Iteration 2Q: 3 clusters Score -2823144 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -2824769.750000 Penalty: 987.218994
	Iteration 3F: 3 clusters Score -2824770 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -2827521.500000 Penalty: 987.218994
	Iteration 4F: 3 clusters Score -2827522 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -2831249.750000 Penalty: 987.218994
	Iteration 5F: 3 clusters Score -2831250 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -2834921.250000 Penalty: 987.218994
	Iteration 6F: 3 clusters Score -2834921 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -2837585.750000 Penalty: 987.218994
	Iteration 7F: 3 clusters Score -2837586 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -2838899.500000 Penalty: 987.218994
	Iteration 8Q: 3 clusters Score -2838900 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -2839563.500000 Penalty: 987.218994
	Iteration 9Q: 3 clusters Score -2839564 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -2839977.500000 Penalty: 987.218994
	Iteration 10Q: 3 clusters Score -2839978 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -2840235.750000 Penalty: 987.218994
	Iteration 11Q: 3 clusters Score -2840236 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -2840414.750000 Penalty: 987.218994
	Iteration 12Q: 3 clusters Score -2840415 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -2840553.000000 Penalty: 987.218994
	Iteration 13Q: 3 clusters Score -2840553 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -2840670.750000 Penalty: 987.218994
	Iteration 14Q: 3 clusters Score -2840671 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -2840720.250000 Penalty: 987.218994
	Iteration 15Q: 3 clusters Score -2840720 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -2840782.500000 Penalty: 987.218994
	Iteration 16Q: 3 clusters Score -2840782 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -2840822.500000 Penalty: 987.218994
	Iteration 17Q: 3 clusters Score -2840822 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -2840857.750000 Penalty: 987.218994
	Iteration 18Q: 3 clusters Score -2840858 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -2840883.000000 Penalty: 987.218994
	Iteration 19Q: 3 clusters Score -2840883 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -2840908.750000 Penalty: 987.218994
	Iteration 20F: 3 clusters Score -2840909 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -2840943.250000 Penalty: 987.218994
	Iteration 21Q: 3 clusters Score -2840943 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -2840964.750000 Penalty: 987.218994
	Iteration 22Q: 3 clusters Score -2840965 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -2840983.000000 Penalty: 987.218994
	Iteration 23Q: 3 clusters Score -2840983 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -2841009.750000 Penalty: 987.218994
	Iteration 24Q: 3 clusters Score -2841010 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -2841033.250000 Penalty: 987.218994
	Iteration 25Q: 3 clusters Score -2841033 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -2841056.750000 Penalty: 987.218994
	Iteration 26Q: 3 clusters Score -2841057 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -2841076.250000 Penalty: 987.218994
	Iteration 27Q: 3 clusters Score -2841076 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -2841087.250000 Penalty: 987.218994
	Iteration 28Q: 3 clusters Score -2841087 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -2841115.500000 Penalty: 987.218994
	Iteration 29Q: 3 clusters Score -2841116 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -2841123.000000 Penalty: 987.218994
	Iteration 30Q: 3 clusters Score -2841123 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -2841135.000000 Penalty: 987.218994
	Iteration 31Q: 3 clusters Score -2841135 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -2841133.500000 Penalty: 987.218994
	Iteration 32Q: 3 clusters Score -2841134 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -2841148.000000 Penalty: 987.218994
	Iteration 33Q: 3 clusters Score -2841148 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -2841144.500000 Penalty: 987.218994
	Iteration 34Q: 3 clusters Score -2841144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -2841157.750000 Penalty: 987.218994
	Iteration 35Q: 3 clusters Score -2841158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -2841160.500000 Penalty: 987.218994
	Iteration 36Q: 3 clusters Score -2841160 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -2841171.500000 Penalty: 987.218994
	Iteration 37Q: 3 clusters Score -2841172 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -2841182.000000 Penalty: 987.218994
	Iteration 38Q: 3 clusters Score -2841182 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -2841191.500000 Penalty: 987.218994
	Iteration 39Q: 3 clusters Score -2841192 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -2841202.000000 Penalty: 987.218994
	Iteration 40F: 3 clusters Score -2841202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -2841200.250000 Penalty: 987.218994
	Iteration 41Q: 3 clusters Score -2841200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -2841200.250000 Penalty: 987.218994
	Iteration 42Q: 3 clusters Score -2841200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -2841201.500000 Penalty: 987.218994
	Iteration 43Q: 3 clusters Score -2841202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -2841206.750000 Penalty: 987.218994
	Iteration 44Q: 3 clusters Score -2841207 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -2841200.500000 Penalty: 987.218994
	Iteration 45Q: 3 clusters Score -2841200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -2841200.750000 Penalty: 987.218994
	Iteration 46Q: 3 clusters Score -2841201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -2841205.250000 Penalty: 987.218994
	Iteration 47Q: 3 clusters Score -2841205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -2841218.750000 Penalty: 987.218994
	Iteration 48Q: 3 clusters Score -2841219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -2841212.000000 Penalty: 987.218994
	Iteration 49Q: 3 clusters Score -2841212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -2841220.250000 Penalty: 987.218994
	Iteration 50Q: 3 clusters Score -2841220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -2841232.750000 Penalty: 987.218994
	Iteration 51Q: 3 clusters Score -2841233 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -2841241.250000 Penalty: 987.218994
	Iteration 52Q: 3 clusters Score -2841241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -2841239.500000 Penalty: 987.218994
	Iteration 53Q: 3 clusters Score -2841240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -2841243.250000 Penalty: 987.218994
	Iteration 54Q: 3 clusters Score -2841243 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -2841254.250000 Penalty: 987.218994
	Iteration 55Q: 3 clusters Score -2841254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -2841251.250000 Penalty: 987.218994
	Iteration 56Q: 3 clusters Score -2841251 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -2841251.000000 Penalty: 987.218994
	Iteration 57Q: 3 clusters Score -2841251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -2841257.500000 Penalty: 987.218994
	Iteration 58Q: 3 clusters Score -2841258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -2841249.500000 Penalty: 987.218994
	Iteration 59Q: 3 clusters Score -2841250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -2841258.750000 Penalty: 987.218994
	Iteration 60F: 3 clusters Score -2841259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -2841260.750000 Penalty: 987.218994
	Iteration 61Q: 3 clusters Score -2841261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -2841259.750000 Penalty: 987.218994
	Iteration 62Q: 3 clusters Score -2841260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -2841261.250000 Penalty: 987.218994
	Iteration 63Q: 3 clusters Score -2841261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -2841264.750000 Penalty: 987.218994
	Iteration 64Q: 3 clusters Score -2841265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -2841272.500000 Penalty: 987.218994
	Iteration 65Q: 3 clusters Score -2841272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -2841269.750000 Penalty: 987.218994
	Iteration 66Q: 3 clusters Score -2841270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -2841269.000000 Penalty: 987.218994
	Iteration 67Q: 3 clusters Score -2841269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -2841272.750000 Penalty: 987.218994
	Iteration 68Q: 3 clusters Score -2841273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -2841268.750000 Penalty: 987.218994
	Iteration 69Q: 3 clusters Score -2841269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -2841270.250000 Penalty: 987.218994
	Iteration 70Q: 3 clusters Score -2841270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -2841276.250000 Penalty: 987.218994
	Iteration 71Q: 3 clusters Score -2841276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -2841277.000000 Penalty: 987.218994
	Iteration 72Q: 3 clusters Score -2841277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -2841279.250000 Penalty: 987.218994
	Iteration 73Q: 3 clusters Score -2841279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -2841279.500000 Penalty: 987.218994
	Iteration 74Q: 3 clusters Score -2841280 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -2841277.750000 Penalty: 987.218994
	Iteration 75Q: 3 clusters Score -2841278 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -2841280.000000 Penalty: 987.218994
	Iteration 76Q: 3 clusters Score -2841280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -2841278.500000 Penalty: 987.218994
	Iteration 77Q: 3 clusters Score -2841278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -2841276.250000 Penalty: 987.218994
	Iteration 78Q: 3 clusters Score -2841276 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -2841273.750000 Penalty: 987.218994
	Iteration 79Q: 3 clusters Score -2841274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -2841277.750000 Penalty: 987.218994
	Iteration 80F: 3 clusters Score -2841278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -2841276.750000 Penalty: 987.218994
	Iteration 81Q: 3 clusters Score -2841277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -2841278.750000 Penalty: 987.218994
	Iteration 82Q: 3 clusters Score -2841279 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -2841280.750000 Penalty: 987.218994
	Iteration 83Q: 3 clusters Score -2841281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -2841280.500000 Penalty: 987.218994
	Iteration 84Q: 3 clusters Score -2841280 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -2841279.500000 Penalty: 987.218994
	Iteration 85Q: 3 clusters Score -2841280 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -2841282.750000 Penalty: 987.218994
	Iteration 86Q: 3 clusters Score -2841283 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2841279 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2841278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2841277 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -2841276.500000 Penalty: 987.218994
	Iteration 90Q: 3 clusters Score -2841276 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2841277 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -2841272.750000 Penalty: 987.218994
	Iteration 92Q: 3 clusters Score -2841273 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2841276 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -2841273.000000 Penalty: 987.218994
	Iteration 94Q: 3 clusters Score -2841273 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -2841271.250000 Penalty: 987.218994
	Iteration 95Q: 3 clusters Score -2841271 nChanged 4
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Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2841274 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2841274 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3495 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2841278 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -2841281.250000 Penalty: 987.218994
	Iteration 99Q: 3 clusters Score -2841281 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -2841276.500000 Penalty: 987.218994
	Iteration 100F: 3 clusters Score -2841276 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2841281 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -2841279.750000 Penalty: 987.218994
	Iteration 102Q: 3 clusters Score -2841280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -2841280.000000 Penalty: 987.218994
	Iteration 103Q: 3 clusters Score -2841280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -2841283.000000 Penalty: 987.218994
	Iteration 104Q: 3 clusters Score -2841283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -2841284.250000 Penalty: 987.218994
	Iteration 105Q: 3 clusters Score -2841284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -2841286.000000 Penalty: 987.218994
	Iteration 106Q: 3 clusters Score -2841286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -2841284.500000 Penalty: 987.218994
	Iteration 107Q: 3 clusters Score -2841284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -2841282.500000 Penalty: 987.218994
	Iteration 108Q: 3 clusters Score -2841282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -2841282.000000 Penalty: 987.218994
	Iteration 109Q: 3 clusters Score -2841282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -2841283.500000 Penalty: 987.218994
	Iteration 110Q: 3 clusters Score -2841284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -2841284.500000 Penalty: 987.218994
	Iteration 111Q: 3 clusters Score -2841284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -2841284.500000 Penalty: 987.218994
	Iteration 112F: 3 clusters Score -2841284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70432 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48954 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24399 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308080 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461852.000000 Penalty: 21005.037109
Iteration 399F: 36 clusters Score -2.746185e+07 nChanged 0
Entering ConstructFrom: 
Score: -27461852.000000 Penalty: 21005.037109
Entering ConstructFrom: 
Trying to split cluster 1 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -12098.119141 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -12098.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11781.390625 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -11781.39 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11852.888672 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -11852.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11869.111328 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -11869.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11874.877930 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -11874.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11874.877930 Penalty: 506.719360
	Iteration 4F: 3 clusters Score -11874.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -12681.086914 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -12681.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12365.269531 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -12365.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12447.376953 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -12447.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12482.753906 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -12482.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12504.944336 Penalty: 507.411377
	Iteration 3F: 3 clusters Score -12504.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12546.037109 Penalty: 507.411377
	Iteration 4F: 3 clusters Score -12546.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12568.925781 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -12568.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -12581.006836 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -12581.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12585.575195 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -12585.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12588.501953 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -12588.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12588.501953 Penalty: 507.411377
	Iteration 9F: 3 clusters Score -12588.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -23685.255859 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -23685.26 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 242 members 
Entering Unmasked Estep 
Score: -23235.718750 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -23235.72 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23447.730469 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -23447.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23564.142578 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -23564.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -23607.703125 Penalty: 557.146851
	Iteration 3F: 3 clusters Score -23607.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -23623.533203 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -23623.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -23630.265625 Penalty: 557.146851
	Iteration 5Q: 3 clusters Score -23630.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23635.669922 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -23635.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -23636.474609 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -23636.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -23636.474609 Penalty: 557.146851
	Iteration 8F: 3 clusters Score -23636.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -44421.687500 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -44421.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -43690.386719 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -43690.39 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -44145.230469 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -44145.23 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -44272.835938 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -44272.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -44326.058594 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -44326.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -44342.218750 Penalty: 628.058105
	Iteration 4Q: 3 clusters Score -44342.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -44351.992188 Penalty: 628.058105
	Iteration 5Q: 3 clusters Score -44351.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -44360.144531 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -44360.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -44372.292969 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -44372.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44379.726562 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -44379.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44388.398438 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -44388.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44398.472656 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -44398.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44404.664062 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -44404.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -44406.816406 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -44406.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -44407.160156 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -44407.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44407.726562 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -44407.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44407.726562 Penalty: 628.058105
	Iteration 15F: 3 clusters Score -44407.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7181.854492 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7181.854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6919.625488 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -6919.625 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7010.368652 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -7010.369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7033.217773 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -7033.218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7042.293457 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -7042.293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7054.942871 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -7054.943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7065.518555 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -7065.519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7079.829590 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -7079.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7099.731445 Penalty: 468.949554
	Iteration 7Q: 3 clusters Score -7099.731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7102.433594 Penalty: 468.949554
	Iteration 8Q: 3 clusters Score -7102.434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7107.706543 Penalty: 468.949554
	Iteration 9Q: 3 clusters Score -7107.707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7107.706543 Penalty: 468.949554
	Iteration 10F: 3 clusters Score -7107.707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Entering Unmasked Estep 
Score: -149898.984375 Penalty: 359.089569
	Iteration 0F: 2 clusters Score -149899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -148018.890625 Penalty: 718.179138
	Iteration 0F: 3 clusters Score -148018.9 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -148716.281250 Penalty: 718.179138
	Iteration 1F: 3 clusters Score -148716.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -148864.187500 Penalty: 718.179138
	Iteration 2F: 3 clusters Score -148864.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -149016.921875 Penalty: 718.179138
	Iteration 3F: 3 clusters Score -149016.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -149196.093750 Penalty: 718.179138
	Iteration 4F: 3 clusters Score -149196.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -149348.625000 Penalty: 718.179138
	Iteration 5F: 3 clusters Score -149348.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -149465.328125 Penalty: 718.179138
	Iteration 6Q: 3 clusters Score -149465.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -149530.187500 Penalty: 718.179138
	Iteration 7Q: 3 clusters Score -149530.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -149574.406250 Penalty: 718.179138
	Iteration 8Q: 3 clusters Score -149574.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -149606.281250 Penalty: 718.179138
	Iteration 9Q: 3 clusters Score -149606.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -149634.453125 Penalty: 718.179138
	Iteration 10Q: 3 clusters Score -149634.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -149647.890625 Penalty: 718.179138
	Iteration 11Q: 3 clusters Score -149647.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -149656.734375 Penalty: 718.179138
	Iteration 12Q: 3 clusters Score -149656.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -149662.109375 Penalty: 718.179138
	Iteration 13Q: 3 clusters Score -149662.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -149666.656250 Penalty: 718.179138
	Iteration 14Q: 3 clusters Score -149666.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -149670.453125 Penalty: 718.179138
	Iteration 15Q: 3 clusters Score -149670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -149671.625000 Penalty: 718.179138
	Iteration 16Q: 3 clusters Score -149671.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -149672.359375 Penalty: 718.179138
	Iteration 17Q: 3 clusters Score -149672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -149673.296875 Penalty: 718.179138
	Iteration 18Q: 3 clusters Score -149673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -149673.968750 Penalty: 718.179138
	Iteration 19Q: 3 clusters Score -149674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -149674.390625 Penalty: 718.179138
	Iteration 20F: 3 clusters Score -149674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -149674.687500 Penalty: 718.179138
	Iteration 21Q: 3 clusters Score -149674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -149675.156250 Penalty: 718.179138
	Iteration 22Q: 3 clusters Score -149675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -149675.156250 Penalty: 718.179138
	Iteration 23F: 3 clusters Score -149675.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Entering Unmasked Estep 
Score: -103059.687500 Penalty: 342.856018
	Iteration 0F: 2 clusters Score -103059.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -101729.242188 Penalty: 685.712036
	Iteration 0F: 3 clusters Score -101729.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -102313.820312 Penalty: 685.712036
	Iteration 1F: 3 clusters Score -102313.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -102475.273438 Penalty: 685.712036
	Iteration 2F: 3 clusters Score -102475.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -102615.507812 Penalty: 685.712036
	Iteration 3F: 3 clusters Score -102615.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -102707.632812 Penalty: 685.712036
	Iteration 4F: 3 clusters Score -102707.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -102776.554688 Penalty: 685.712036
	Iteration 5Q: 3 clusters Score -102776.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -102817.203125 Penalty: 685.712036
	Iteration 6Q: 3 clusters Score -102817.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -102837.453125 Penalty: 685.712036
	Iteration 7Q: 3 clusters Score -102837.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -102850.531250 Penalty: 685.712036
	Iteration 8Q: 3 clusters Score -102850.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -102855.390625 Penalty: 685.712036
	Iteration 9Q: 3 clusters Score -102855.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -102860.304688 Penalty: 685.712036
	Iteration 10Q: 3 clusters Score -102860.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -102862.117188 Penalty: 685.712036
	Iteration 11Q: 3 clusters Score -102862.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -102863.953125 Penalty: 685.712036
	Iteration 12Q: 3 clusters Score -102864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -102865.679688 Penalty: 685.712036
	Iteration 13Q: 3 clusters Score -102865.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -102868.093750 Penalty: 685.712036
	Iteration 14Q: 3 clusters Score -102868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -102869.195312 Penalty: 685.712036
	Iteration 15Q: 3 clusters Score -102869.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -102870.328125 Penalty: 685.712036
	Iteration 16Q: 3 clusters Score -102870.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -102871.742188 Penalty: 685.712036
	Iteration 17Q: 3 clusters Score -102871.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -102872.242188 Penalty: 685.712036
	Iteration 18Q: 3 clusters Score -102872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -102872.203125 Penalty: 685.712036
	Iteration 19Q: 3 clusters Score -102872.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -102872.320312 Penalty: 685.712036
	Iteration 20F: 3 clusters Score -102872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -102872.445312 Penalty: 685.712036
	Iteration 21Q: 3 clusters Score -102872.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -102872.445312 Penalty: 685.712036
	Iteration 22F: 3 clusters Score -102872.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70432 members 
Entering Unmasked Estep 
Score: -3853002.000000 Penalty: 507.889343
	Iteration 0F: 2 clusters Score -3853002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -3805562.250000 Penalty: 1015.778687
	Iteration 0F: 3 clusters Score -3805562 nChanged 34304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -3826497.750000 Penalty: 1015.778687
	Iteration 1F: 3 clusters Score -3826498 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -3827786.000000 Penalty: 1015.778687
	Iteration 2Q: 3 clusters Score -3827786 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -3829781.250000 Penalty: 1015.778687
	Iteration 3F: 3 clusters Score -3829781 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -3832779.750000 Penalty: 1015.778687
	Iteration 4F: 3 clusters Score -3832780 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -3836723.000000 Penalty: 1015.778687
	Iteration 5F: 3 clusters Score -3836723 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -3840683.500000 Penalty: 1015.778687
	Iteration 6F: 3 clusters Score -3840684 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -3843226.000000 Penalty: 1015.778687
	Iteration 7F: 3 clusters Score -3843226 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -3844352.000000 Penalty: 1015.778687
	Iteration 8Q: 3 clusters Score -3844352 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -3844983.000000 Penalty: 1015.778687
	Iteration 9Q: 3 clusters Score -3844983 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -3845472.250000 Penalty: 1015.778687
	Iteration 10Q: 3 clusters Score -3845472 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -3845952.250000 Penalty: 1015.778687
	Iteration 11Q: 3 clusters Score -3845952 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 55725 members 
Entering Unmasked Estep 
Score: -3846475.500000 Penalty: 1015.778687
	Iteration 12Q: 3 clusters Score -3846476 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -3846970.000000 Penalty: 1015.778687
	Iteration 13Q: 3 clusters Score -3846970 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -3847490.000000 Penalty: 1015.778687
	Iteration 14Q: 3 clusters Score -3847490 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 59186 members 
Entering Unmasked Estep 
Score: -3847969.500000 Penalty: 1015.778687
	Iteration 15Q: 3 clusters Score -3847970 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -3848395.750000 Penalty: 1015.778687
	Iteration 16Q: 3 clusters Score -3848396 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -3848797.250000 Penalty: 1015.778687
	Iteration 17Q: 3 clusters Score -3848797 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 62094 members 
Entering Unmasked Estep 
Score: -3849147.500000 Penalty: 1015.778687
	Iteration 18Q: 3 clusters Score -3849148 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -3849526.000000 Penalty: 1015.778687
	Iteration 19Q: 3 clusters Score -3849526 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 63774 members 
Entering Unmasked Estep 
Score: -3849876.500000 Penalty: 1015.778687
	Iteration 20F: 3 clusters Score -3849876 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -3850243.750000 Penalty: 1015.778687
	Iteration 21Q: 3 clusters Score -3850244 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -3850544.750000 Penalty: 1015.778687
	Iteration 22Q: 3 clusters Score -3850545 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -3850816.000000 Penalty: 1015.778687
	Iteration 23Q: 3 clusters Score -3850816 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -3851047.500000 Penalty: 1015.778687
	Iteration 24Q: 3 clusters Score -3851048 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -3851233.250000 Penalty: 1015.778687
	Iteration 25Q: 3 clusters Score -3851233 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 67339 members 
Entering Unmasked Estep 
Score: -3851410.000000 Penalty: 1015.778687
	Iteration 26Q: 3 clusters Score -3851410 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 67729 members 
Entering Unmasked Estep 
Score: -3851574.000000 Penalty: 1015.778687
	Iteration 27Q: 3 clusters Score -3851574 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -3851707.000000 Penalty: 1015.778687
	Iteration 28Q: 3 clusters Score -3851707 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -3851814.750000 Penalty: 1015.778687
	Iteration 29Q: 3 clusters Score -3851815 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -3851917.250000 Penalty: 1015.778687
	Iteration 30Q: 3 clusters Score -3851917 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -3851996.000000 Penalty: 1015.778687
	Iteration 31Q: 3 clusters Score -3851996 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 69099 members 
Entering Unmasked Estep 
Score: -3852070.000000 Penalty: 1015.778687
	Iteration 32Q: 3 clusters Score -3852070 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 69279 members 
Entering Unmasked Estep 
Score: -3852150.000000 Penalty: 1015.778687
	Iteration 33Q: 3 clusters Score -3852150 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -3852217.500000 Penalty: 1015.778687
	Iteration 34Q: 3 clusters Score -3852218 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 69607 members 
Entering Unmasked Estep 
Score: -3852282.000000 Penalty: 1015.778687
	Iteration 35Q: 3 clusters Score -3852282 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -3852349.500000 Penalty: 1015.778687
	Iteration 36Q: 3 clusters Score -3852350 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -3852427.250000 Penalty: 1015.778687
	Iteration 37Q: 3 clusters Score -3852427 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -3852469.750000 Penalty: 1015.778687
	Iteration 38Q: 3 clusters Score -3852470 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 70015 members 
Entering Unmasked Estep 
Score: -3852504.750000 Penalty: 1015.778687
	Iteration 39Q: 3 clusters Score -3852505 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -3852546.000000 Penalty: 1015.778687
	Iteration 40F: 3 clusters Score -3852546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -3852572.250000 Penalty: 1015.778687
	Iteration 41Q: 3 clusters Score -3852572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -3852581.750000 Penalty: 1015.778687
	Iteration 42Q: 3 clusters Score -3852582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 70149 members 
Entering Unmasked Estep 
Score: -3852597.000000 Penalty: 1015.778687
	Iteration 43Q: 3 clusters Score -3852597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 70156 members 
Entering Unmasked Estep 
Score: -3852605.750000 Penalty: 1015.778687
	Iteration 44Q: 3 clusters Score -3852606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 70169 members 
Entering Unmasked Estep 
Score: -3852613.000000 Penalty: 1015.778687
	Iteration 45Q: 3 clusters Score -3852613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -3852615.750000 Penalty: 1015.778687
	Iteration 46Q: 3 clusters Score -3852616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 70186 members 
Entering Unmasked Estep 
Score: -3852616.500000 Penalty: 1015.778687
	Iteration 47Q: 3 clusters Score -3852616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 70198 members 
Entering Unmasked Estep 
Score: -3852627.750000 Penalty: 1015.778687
	Iteration 48Q: 3 clusters Score -3852628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -3852632.250000 Penalty: 1015.778687
	Iteration 49Q: 3 clusters Score -3852632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 70210 members 
Entering Unmasked Estep 
Score: -3852634.250000 Penalty: 1015.778687
	Iteration 50Q: 3 clusters Score -3852634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 70214 members 
Entering Unmasked Estep 
Score: -3852635.250000 Penalty: 1015.778687
	Iteration 51Q: 3 clusters Score -3852635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -3852638.500000 Penalty: 1015.778687
	Iteration 52Q: 3 clusters Score -3852638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -3852642.000000 Penalty: 1015.778687
	Iteration 53Q: 3 clusters Score -3852642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -3852644.500000 Penalty: 1015.778687
	Iteration 54Q: 3 clusters Score -3852644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -3852644.500000 Penalty: 1015.778687
	Iteration 55F: 3 clusters Score -3852644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Entering Unmasked Estep 
Score: -199500.390625 Penalty: 376.806946
	Iteration 0F: 2 clusters Score -199500.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -196819.906250 Penalty: 753.613892
	Iteration 0F: 3 clusters Score -196819.9 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -197753.578125 Penalty: 753.613892
	Iteration 1F: 3 clusters Score -197753.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -197880.406250 Penalty: 753.613892
	Iteration 2F: 3 clusters Score -197880.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -198039.000000 Penalty: 753.613892
	Iteration 3F: 3 clusters Score -198039 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -198219.468750 Penalty: 753.613892
	Iteration 4F: 3 clusters Score -198219.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -198389.156250 Penalty: 753.613892
	Iteration 5F: 3 clusters Score -198389.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -198530.281250 Penalty: 753.613892
	Iteration 6F: 3 clusters Score -198530.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -198638.375000 Penalty: 753.613892
	Iteration 7Q: 3 clusters Score -198638.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -198725.625000 Penalty: 753.613892
	Iteration 8Q: 3 clusters Score -198725.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -198796.078125 Penalty: 753.613892
	Iteration 9Q: 3 clusters Score -198796.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -198837.671875 Penalty: 753.613892
	Iteration 10Q: 3 clusters Score -198837.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -198864.984375 Penalty: 753.613892
	Iteration 11Q: 3 clusters Score -198865 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -198897.562500 Penalty: 753.613892
	Iteration 12Q: 3 clusters Score -198897.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -198936.468750 Penalty: 753.613892
	Iteration 13Q: 3 clusters Score -198936.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -198977.578125 Penalty: 753.613892
	Iteration 14Q: 3 clusters Score -198977.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -199015.859375 Penalty: 753.613892
	Iteration 15Q: 3 clusters Score -199015.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -199047.578125 Penalty: 753.613892
	Iteration 16Q: 3 clusters Score -199047.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -199071.000000 Penalty: 753.613892
	Iteration 17Q: 3 clusters Score -199071 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -199095.218750 Penalty: 753.613892
	Iteration 18Q: 3 clusters Score -199095.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -199107.593750 Penalty: 753.613892
	Iteration 19Q: 3 clusters Score -199107.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -199121.250000 Penalty: 753.613892
	Iteration 20F: 3 clusters Score -199121.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -199132.390625 Penalty: 753.613892
	Iteration 21Q: 3 clusters Score -199132.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -199144.109375 Penalty: 753.613892
	Iteration 22Q: 3 clusters Score -199144.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -199150.765625 Penalty: 753.613892
	Iteration 23Q: 3 clusters Score -199150.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -199155.015625 Penalty: 753.613892
	Iteration 24Q: 3 clusters Score -199155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -199156.671875 Penalty: 753.613892
	Iteration 25Q: 3 clusters Score -199156.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -199158.343750 Penalty: 753.613892
	Iteration 26Q: 3 clusters Score -199158.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -199160.312500 Penalty: 753.613892
	Iteration 27Q: 3 clusters Score -199160.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -199161.187500 Penalty: 753.613892
	Iteration 28Q: 3 clusters Score -199161.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -199161.546875 Penalty: 753.613892
	Iteration 29Q: 3 clusters Score -199161.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -199162.437500 Penalty: 753.613892
	Iteration 30Q: 3 clusters Score -199162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -199163.031250 Penalty: 753.613892
	Iteration 31Q: 3 clusters Score -199163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -199163.046875 Penalty: 753.613892
	Iteration 32Q: 3 clusters Score -199163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -199163.468750 Penalty: 753.613892
	Iteration 33Q: 3 clusters Score -199163.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -199163.796875 Penalty: 753.613892
	Iteration 34Q: 3 clusters Score -199163.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -199163.796875 Penalty: 753.613892
	Iteration 35F: 3 clusters Score -199163.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -8612.597656 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -8612.598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8337.758789 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -8337.759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8389.779297 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -8389.779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8404.267578 Penalty: 475.542938
	Iteration 2Q: 3 clusters Score -8404.268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8410.794922 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -8410.795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8415.360352 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -8415.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8416.437500 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -8416.438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8416.437500 Penalty: 475.542938
	Iteration 6F: 3 clusters Score -8416.438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Entering Unmasked Estep 
Score: -192686.500000 Penalty: 373.300110
	Iteration 0F: 2 clusters Score -192686.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -190195.843750 Penalty: 746.600220
	Iteration 0F: 3 clusters Score -190195.8 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -191094.812500 Penalty: 746.600220
	Iteration 1F: 3 clusters Score -191094.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -191220.703125 Penalty: 746.600220
	Iteration 2F: 3 clusters Score -191220.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -191339.625000 Penalty: 746.600220
	Iteration 3F: 3 clusters Score -191339.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -191502.156250 Penalty: 746.600220
	Iteration 4F: 3 clusters Score -191502.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -191698.406250 Penalty: 746.600220
	Iteration 5F: 3 clusters Score -191698.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -191882.140625 Penalty: 746.600220
	Iteration 6F: 3 clusters Score -191882.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -192036.843750 Penalty: 746.600220
	Iteration 7F: 3 clusters Score -192036.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -192152.828125 Penalty: 746.600220
	Iteration 8Q: 3 clusters Score -192152.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -192261.906250 Penalty: 746.600220
	Iteration 9Q: 3 clusters Score -192261.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -192321.984375 Penalty: 746.600220
	Iteration 10Q: 3 clusters Score -192322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -192364.625000 Penalty: 746.600220
	Iteration 11Q: 3 clusters Score -192364.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -192389.687500 Penalty: 746.600220
	Iteration 12Q: 3 clusters Score -192389.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -192406.046875 Penalty: 746.600220
	Iteration 13Q: 3 clusters Score -192406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -192416.468750 Penalty: 746.600220
	Iteration 14Q: 3 clusters Score -192416.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -192424.187500 Penalty: 746.600220
	Iteration 15Q: 3 clusters Score -192424.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -192429.703125 Penalty: 746.600220
	Iteration 16Q: 3 clusters Score -192429.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -192434.109375 Penalty: 746.600220
	Iteration 17Q: 3 clusters Score -192434.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -192438.578125 Penalty: 746.600220
	Iteration 18Q: 3 clusters Score -192438.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -192440.250000 Penalty: 746.600220
	Iteration 19Q: 3 clusters Score -192440.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -192443.328125 Penalty: 746.600220
	Iteration 20F: 3 clusters Score -192443.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -192447.093750 Penalty: 746.600220
	Iteration 21Q: 3 clusters Score -192447.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -192449.828125 Penalty: 746.600220
	Iteration 22Q: 3 clusters Score -192449.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -192451.312500 Penalty: 746.600220
	Iteration 23Q: 3 clusters Score -192451.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -192451.906250 Penalty: 746.600220
	Iteration 24Q: 3 clusters Score -192451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -192452.250000 Penalty: 746.600220
	Iteration 25Q: 3 clusters Score -192452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -192452.484375 Penalty: 746.600220
	Iteration 26Q: 3 clusters Score -192452.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -192452.484375 Penalty: 746.600220
	Iteration 27F: 3 clusters Score -192452.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -110778.882812 Penalty: 346.045349
	Iteration 0F: 2 clusters Score -110778.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -109324.726562 Penalty: 692.090698
	Iteration 0F: 3 clusters Score -109324.7 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -109797.304688 Penalty: 692.090698
	Iteration 1F: 3 clusters Score -109797.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -109867.250000 Penalty: 692.090698
	Iteration 2F: 3 clusters Score -109867.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -109917.062500 Penalty: 692.090698
	Iteration 3F: 3 clusters Score -109917.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -109951.023438 Penalty: 692.090698
	Iteration 4Q: 3 clusters Score -109951 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -109974.000000 Penalty: 692.090698
	Iteration 5Q: 3 clusters Score -109974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -109994.140625 Penalty: 692.090698
	Iteration 6Q: 3 clusters Score -109994.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -110015.593750 Penalty: 692.090698
	Iteration 7Q: 3 clusters Score -110015.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -110047.328125 Penalty: 692.090698
	Iteration 8Q: 3 clusters Score -110047.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -110088.914062 Penalty: 692.090698
	Iteration 9Q: 3 clusters Score -110088.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -110130.453125 Penalty: 692.090698
	Iteration 10Q: 3 clusters Score -110130.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -110169.007812 Penalty: 692.090698
	Iteration 11Q: 3 clusters Score -110169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -110205.234375 Penalty: 692.090698
	Iteration 12Q: 3 clusters Score -110205.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -110251.554688 Penalty: 692.090698
	Iteration 13Q: 3 clusters Score -110251.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -110294.296875 Penalty: 692.090698
	Iteration 14Q: 3 clusters Score -110294.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -110346.640625 Penalty: 692.090698
	Iteration 15Q: 3 clusters Score -110346.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -110398.679688 Penalty: 692.090698
	Iteration 16Q: 3 clusters Score -110398.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -110426.007812 Penalty: 692.090698
	Iteration 17Q: 3 clusters Score -110426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -110449.351562 Penalty: 692.090698
	Iteration 18Q: 3 clusters Score -110449.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -110462.687500 Penalty: 692.090698
	Iteration 19Q: 3 clusters Score -110462.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -110476.765625 Penalty: 692.090698
	Iteration 20F: 3 clusters Score -110476.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -110496.484375 Penalty: 692.090698
	Iteration 21Q: 3 clusters Score -110496.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -110508.617188 Penalty: 692.090698
	Iteration 22Q: 3 clusters Score -110508.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -110515.578125 Penalty: 692.090698
	Iteration 23Q: 3 clusters Score -110515.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -110522.523438 Penalty: 692.090698
	Iteration 24Q: 3 clusters Score -110522.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -110526.953125 Penalty: 692.090698
	Iteration 25Q: 3 clusters Score -110527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -110537.867188 Penalty: 692.090698
	Iteration 26Q: 3 clusters Score -110537.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -110541.414062 Penalty: 692.090698
	Iteration 27Q: 3 clusters Score -110541.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -110545.773438 Penalty: 692.090698
	Iteration 28Q: 3 clusters Score -110545.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -110549.968750 Penalty: 692.090698
	Iteration 29Q: 3 clusters Score -110550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -110555.234375 Penalty: 692.090698
	Iteration 30Q: 3 clusters Score -110555.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -110560.875000 Penalty: 692.090698
	Iteration 31Q: 3 clusters Score -110560.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -110566.351562 Penalty: 692.090698
	Iteration 32Q: 3 clusters Score -110566.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -110570.648438 Penalty: 692.090698
	Iteration 33Q: 3 clusters Score -110570.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -110578.679688 Penalty: 692.090698
	Iteration 34Q: 3 clusters Score -110578.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -110580.617188 Penalty: 692.090698
	Iteration 35Q: 3 clusters Score -110580.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -110582.929688 Penalty: 692.090698
	Iteration 36Q: 3 clusters Score -110582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -110585.281250 Penalty: 692.090698
	Iteration 37Q: 3 clusters Score -110585.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -110585.281250 Penalty: 692.090698
	Iteration 38F: 3 clusters Score -110585.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Entering Unmasked Estep 
Score: -222940.718750 Penalty: 383.161072
	Iteration 0F: 2 clusters Score -222940.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -219890.265625 Penalty: 766.322144
	Iteration 0F: 3 clusters Score -219890.3 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -221065.906250 Penalty: 766.322144
	Iteration 1F: 3 clusters Score -221065.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -221278.328125 Penalty: 766.322144
	Iteration 2F: 3 clusters Score -221278.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -221530.359375 Penalty: 766.322144
	Iteration 3F: 3 clusters Score -221530.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -221795.328125 Penalty: 766.322144
	Iteration 4F: 3 clusters Score -221795.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -222048.437500 Penalty: 766.322144
	Iteration 5F: 3 clusters Score -222048.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -222231.593750 Penalty: 766.322144
	Iteration 6F: 3 clusters Score -222231.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -222360.734375 Penalty: 766.322144
	Iteration 7Q: 3 clusters Score -222360.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -222457.921875 Penalty: 766.322144
	Iteration 8Q: 3 clusters Score -222457.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -222517.140625 Penalty: 766.322144
	Iteration 9Q: 3 clusters Score -222517.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -222561.921875 Penalty: 766.322144
	Iteration 10Q: 3 clusters Score -222561.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -222601.031250 Penalty: 766.322144
	Iteration 11Q: 3 clusters Score -222601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -222613.265625 Penalty: 766.322144
	Iteration 12Q: 3 clusters Score -222613.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -222622.187500 Penalty: 766.322144
	Iteration 13Q: 3 clusters Score -222622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -222628.718750 Penalty: 766.322144
	Iteration 14Q: 3 clusters Score -222628.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -222631.718750 Penalty: 766.322144
	Iteration 15Q: 3 clusters Score -222631.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -222632.734375 Penalty: 766.322144
	Iteration 16Q: 3 clusters Score -222632.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -222632.734375 Penalty: 766.322144
	Iteration 17F: 3 clusters Score -222632.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -29934.000000 Penalty: 294.772186
	Iteration 0F: 2 clusters Score -29934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -29344.910156 Penalty: 589.544373
	Iteration 0F: 3 clusters Score -29344.91 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29516.042969 Penalty: 589.544373
	Iteration 1F: 3 clusters Score -29516.04 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29545.912109 Penalty: 589.544373
	Iteration 2F: 3 clusters Score -29545.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29576.554688 Penalty: 589.544373
	Iteration 3Q: 3 clusters Score -29576.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -29606.554688 Penalty: 589.544373
	Iteration 4Q: 3 clusters Score -29606.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29623.871094 Penalty: 589.544373
	Iteration 5Q: 3 clusters Score -29623.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -29643.031250 Penalty: 589.544373
	Iteration 6Q: 3 clusters Score -29643.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -29650.925781 Penalty: 589.544373
	Iteration 7Q: 3 clusters Score -29650.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -29658.574219 Penalty: 589.544373
	Iteration 8Q: 3 clusters Score -29658.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -29665.437500 Penalty: 589.544373
	Iteration 9Q: 3 clusters Score -29665.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -29671.691406 Penalty: 589.544373
	Iteration 10Q: 3 clusters Score -29671.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -29675.429688 Penalty: 589.544373
	Iteration 11Q: 3 clusters Score -29675.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -29680.236328 Penalty: 589.544373
	Iteration 12Q: 3 clusters Score -29680.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -29686.916016 Penalty: 589.544373
	Iteration 13Q: 3 clusters Score -29686.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -29689.484375 Penalty: 589.544373
	Iteration 14Q: 3 clusters Score -29689.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -29692.230469 Penalty: 589.544373
	Iteration 15Q: 3 clusters Score -29692.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -29696.996094 Penalty: 589.544373
	Iteration 16Q: 3 clusters Score -29697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -29702.146484 Penalty: 589.544373
	Iteration 17Q: 3 clusters Score -29702.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -29706.656250 Penalty: 589.544373
	Iteration 18Q: 3 clusters Score -29706.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -29708.318359 Penalty: 589.544373
	Iteration 19Q: 3 clusters Score -29708.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -29711.472656 Penalty: 589.544373
	Iteration 20F: 3 clusters Score -29711.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -29722.363281 Penalty: 589.544373
	Iteration 21Q: 3 clusters Score -29722.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -29732.140625 Penalty: 589.544373
	Iteration 22Q: 3 clusters Score -29732.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -29738.193359 Penalty: 589.544373
	Iteration 23Q: 3 clusters Score -29738.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -29744.175781 Penalty: 589.544373
	Iteration 24Q: 3 clusters Score -29744.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -29749.287109 Penalty: 589.544373
	Iteration 25Q: 3 clusters Score -29749.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -29753.531250 Penalty: 589.544373
	Iteration 26Q: 3 clusters Score -29753.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -29759.562500 Penalty: 589.544373
	Iteration 27Q: 3 clusters Score -29759.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -29769.173828 Penalty: 589.544373
	Iteration 28Q: 3 clusters Score -29769.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -29778.187500 Penalty: 589.544373
	Iteration 29Q: 3 clusters Score -29778.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -29779.626953 Penalty: 589.544373
	Iteration 30Q: 3 clusters Score -29779.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -29780.375000 Penalty: 589.544373
	Iteration 31Q: 3 clusters Score -29780.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -29780.375000 Penalty: 589.544373
	Iteration 32F: 3 clusters Score -29780.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Entering Unmasked Estep 
Score: -2468245.000000 Penalty: 491.337952
	Iteration 0F: 2 clusters Score -2468245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -2435480.750000 Penalty: 982.675903
	Iteration 0F: 3 clusters Score -2435481 nChanged 23614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -2450493.000000 Penalty: 982.675903
	Iteration 1F: 3 clusters Score -2450493 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -2452055.000000 Penalty: 982.675903
	Iteration 2F: 3 clusters Score -2452055 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -2454388.000000 Penalty: 982.675903
	Iteration 3F: 3 clusters Score -2454388 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -2457519.500000 Penalty: 982.675903
	Iteration 4F: 3 clusters Score -2457520 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -2461178.500000 Penalty: 982.675903
	Iteration 5F: 3 clusters Score -2461178 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -2464416.750000 Penalty: 982.675903
	Iteration 6F: 3 clusters Score -2464417 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -2466517.000000 Penalty: 982.675903
	Iteration 7Q: 3 clusters Score -2466517 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -2467476.250000 Penalty: 982.675903
	Iteration 8Q: 3 clusters Score -2467476 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -2467726.000000 Penalty: 982.675903
	Iteration 9Q: 3 clusters Score -2467726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -2467792.750000 Penalty: 982.675903
	Iteration 10Q: 3 clusters Score -2467793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -2467819.250000 Penalty: 982.675903
	Iteration 11Q: 3 clusters Score -2467819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -2467827.500000 Penalty: 982.675903
	Iteration 12Q: 3 clusters Score -2467828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -2467832.750000 Penalty: 982.675903
	Iteration 13Q: 3 clusters Score -2467833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -2467834.500000 Penalty: 982.675903
	Iteration 14Q: 3 clusters Score -2467834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -2467834.000000 Penalty: 982.675903
	Iteration 15Q: 3 clusters Score -2467834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -2467832.750000 Penalty: 982.675903
	Iteration 16Q: 3 clusters Score -2467833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -2467832.750000 Penalty: 982.675903
	Iteration 17F: 3 clusters Score -2467833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -14410.291016 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -14410.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14061.991211 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -14061.99 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14145.344727 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -14145.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14172.568359 Penalty: 526.328125
	Iteration 2F: 3 clusters Score -14172.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14182.630859 Penalty: 526.328125
	Iteration 3Q: 3 clusters Score -14182.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14185.204102 Penalty: 526.328125
	Iteration 4Q: 3 clusters Score -14185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14185.439453 Penalty: 526.328125
	Iteration 5Q: 3 clusters Score -14185.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14185.439453 Penalty: 526.328125
	Iteration 6F: 3 clusters Score -14185.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -26045.908203 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -26045.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -25533.697266 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -25533.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -25673.958984 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -25673.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25705.095703 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -25705.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -25722.406250 Penalty: 569.795776
	Iteration 3Q: 3 clusters Score -25722.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -25730.210938 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -25730.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -25740.265625 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -25740.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -25745.937500 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -25745.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -25752.714844 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -25752.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -25757.683594 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -25757.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -25759.283203 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -25759.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -25760.074219 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -25760.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -25760.519531 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -25760.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -25760.746094 Penalty: 569.795776
	Iteration 12Q: 3 clusters Score -25760.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -25761.023438 Penalty: 569.795776
	Iteration 13Q: 3 clusters Score -25761.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -25761.203125 Penalty: 569.795776
	Iteration 14Q: 3 clusters Score -25761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -25761.203125 Penalty: 569.795776
	Iteration 15F: 3 clusters Score -25761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -54137.894531 Penalty: 316.782074
	Iteration 0F: 2 clusters Score -54137.89 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 568 members 
Entering Unmasked Estep 
Score: -53304.015625 Penalty: 633.564148
	Iteration 0F: 3 clusters Score -53304.02 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -53560.425781 Penalty: 633.564148
	Iteration 1F: 3 clusters Score -53560.43 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -53645.363281 Penalty: 633.564148
	Iteration 2F: 3 clusters Score -53645.36 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -53706.593750 Penalty: 633.564148
	Iteration 3F: 3 clusters Score -53706.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -53744.328125 Penalty: 633.564148
	Iteration 4Q: 3 clusters Score -53744.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -53769.070312 Penalty: 633.564148
	Iteration 5Q: 3 clusters Score -53769.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -53798.542969 Penalty: 633.564148
	Iteration 6Q: 3 clusters Score -53798.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -53815.753906 Penalty: 633.564148
	Iteration 7Q: 3 clusters Score -53815.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -53831.339844 Penalty: 633.564148
	Iteration 8Q: 3 clusters Score -53831.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -53848.558594 Penalty: 633.564148
	Iteration 9Q: 3 clusters Score -53848.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -53854.187500 Penalty: 633.564148
	Iteration 10Q: 3 clusters Score -53854.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -53873.050781 Penalty: 633.564148
	Iteration 11Q: 3 clusters Score -53873.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -53876.269531 Penalty: 633.564148
	Iteration 12Q: 3 clusters Score -53876.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -53877.667969 Penalty: 633.564148
	Iteration 13Q: 3 clusters Score -53877.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -53878.921875 Penalty: 633.564148
	Iteration 14Q: 3 clusters Score -53878.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -53879.503906 Penalty: 633.564148
	Iteration 15Q: 3 clusters Score -53879.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -53879.777344 Penalty: 633.564148
	Iteration 16Q: 3 clusters Score -53879.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -53879.777344 Penalty: 633.564148
	Iteration 17F: 3 clusters Score -53879.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7066.568359 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7066.568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6818.813477 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -6818.813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6858.341309 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -6858.341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6865.096191 Penalty: 454.746338
	Iteration 2Q: 3 clusters Score -6865.096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6866.492676 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -6866.493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6867.747559 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -6867.748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6867.747559 Penalty: 454.746338
	Iteration 5F: 3 clusters Score -6867.748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -19135.025391 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -19135.03 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 196 members 
Entering Unmasked Estep 
Score: -18717.123047 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -18717.12 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18841.902344 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -18841.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18871.593750 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -18871.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18899.431641 Penalty: 550.525757
	Iteration 3Q: 3 clusters Score -18899.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18906.140625 Penalty: 550.525757
	Iteration 4Q: 3 clusters Score -18906.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18909.080078 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -18909.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18909.804688 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -18909.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18909.804688 Penalty: 550.525757
	Iteration 7F: 3 clusters Score -18909.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -65467.253906 Penalty: 324.601257
	Iteration 0F: 2 clusters Score -65467.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -64520.714844 Penalty: 649.202515
	Iteration 0F: 3 clusters Score -64520.71 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -64851.429688 Penalty: 649.202515
	Iteration 1F: 3 clusters Score -64851.43 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -64891.070312 Penalty: 649.202515
	Iteration 2F: 3 clusters Score -64891.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -64909.964844 Penalty: 649.202515
	Iteration 3Q: 3 clusters Score -64909.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -64924.554688 Penalty: 649.202515
	Iteration 4Q: 3 clusters Score -64924.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -64937.164062 Penalty: 649.202515
	Iteration 5Q: 3 clusters Score -64937.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -64947.277344 Penalty: 649.202515
	Iteration 6Q: 3 clusters Score -64947.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -64956.488281 Penalty: 649.202515
	Iteration 7Q: 3 clusters Score -64956.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -64965.871094 Penalty: 649.202515
	Iteration 8Q: 3 clusters Score -64965.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -64974.355469 Penalty: 649.202515
	Iteration 9Q: 3 clusters Score -64974.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -64988.539062 Penalty: 649.202515
	Iteration 10Q: 3 clusters Score -64988.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -65003.460938 Penalty: 649.202515
	Iteration 11Q: 3 clusters Score -65003.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -65024.468750 Penalty: 649.202515
	Iteration 12Q: 3 clusters Score -65024.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -65059.019531 Penalty: 649.202515
	Iteration 13Q: 3 clusters Score -65059.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -65093.933594 Penalty: 649.202515
	Iteration 14Q: 3 clusters Score -65093.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -65124.070312 Penalty: 649.202515
	Iteration 15Q: 3 clusters Score -65124.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -65146.320312 Penalty: 649.202515
	Iteration 16Q: 3 clusters Score -65146.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -65164.902344 Penalty: 649.202515
	Iteration 17Q: 3 clusters Score -65164.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -65176.324219 Penalty: 649.202515
	Iteration 18Q: 3 clusters Score -65176.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -65185.273438 Penalty: 649.202515
	Iteration 19Q: 3 clusters Score -65185.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -65191.511719 Penalty: 649.202515
	Iteration 20F: 3 clusters Score -65191.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -65202.929688 Penalty: 649.202515
	Iteration 21Q: 3 clusters Score -65202.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -65221.675781 Penalty: 649.202515
	Iteration 22Q: 3 clusters Score -65221.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -65249.332031 Penalty: 649.202515
	Iteration 23Q: 3 clusters Score -65249.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -65287.777344 Penalty: 649.202515
	Iteration 24Q: 3 clusters Score -65287.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -65327.898438 Penalty: 649.202515
	Iteration 25Q: 3 clusters Score -65327.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -65344.515625 Penalty: 649.202515
	Iteration 26Q: 3 clusters Score -65344.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -65372.277344 Penalty: 649.202515
	Iteration 27Q: 3 clusters Score -65372.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -65392.171875 Penalty: 649.202515
	Iteration 28Q: 3 clusters Score -65392.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -65398.824219 Penalty: 649.202515
	Iteration 29Q: 3 clusters Score -65398.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -65401.488281 Penalty: 649.202515
	Iteration 30Q: 3 clusters Score -65401.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -65403.152344 Penalty: 649.202515
	Iteration 31Q: 3 clusters Score -65403.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -65404.328125 Penalty: 649.202515
	Iteration 32Q: 3 clusters Score -65404.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -65404.714844 Penalty: 649.202515
	Iteration 33Q: 3 clusters Score -65404.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -65404.976562 Penalty: 649.202515
	Iteration 34Q: 3 clusters Score -65404.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -65405.144531 Penalty: 649.202515
	Iteration 35Q: 3 clusters Score -65405.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -65405.144531 Penalty: 649.202515
	Iteration 36F: 3 clusters Score -65405.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -19150.208984 Penalty: 274.505432
	Iteration 0F: 2 clusters Score -19150.21 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 209 members 
Entering Unmasked Estep 
Score: -18747.388672 Penalty: 549.010864
	Iteration 0F: 3 clusters Score -18747.39 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18850.513672 Penalty: 549.010864
	Iteration 1F: 3 clusters Score -18850.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18884.341797 Penalty: 549.010864
	Iteration 2F: 3 clusters Score -18884.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18897.113281 Penalty: 549.010864
	Iteration 3Q: 3 clusters Score -18897.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18908.902344 Penalty: 549.010864
	Iteration 4Q: 3 clusters Score -18908.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18920.210938 Penalty: 549.010864
	Iteration 5Q: 3 clusters Score -18920.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18923.849609 Penalty: 549.010864
	Iteration 6Q: 3 clusters Score -18923.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18927.029297 Penalty: 549.010864
	Iteration 7Q: 3 clusters Score -18927.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18930.132812 Penalty: 549.010864
	Iteration 8Q: 3 clusters Score -18930.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18932.763672 Penalty: 549.010864
	Iteration 9Q: 3 clusters Score -18932.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18933.375000 Penalty: 549.010864
	Iteration 10Q: 3 clusters Score -18933.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18933.853516 Penalty: 549.010864
	Iteration 11Q: 3 clusters Score -18933.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18933.853516 Penalty: 549.010864
	Iteration 12F: 3 clusters Score -18933.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13189.186523 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13189.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12855.972656 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12855.97 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12968.218750 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12968.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12991.418945 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12991.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13013.458008 Penalty: 510.461945
	Iteration 3F: 3 clusters Score -13013.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13031.363281 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -13031.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13042.211914 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -13042.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13056.571289 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -13056.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13064.126953 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -13064.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13067.798828 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -13067.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13068.580078 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -13068.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13070.405273 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -13070.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13072.216797 Penalty: 510.461945
	Iteration 11Q: 3 clusters Score -13072.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -13074.389648 Penalty: 510.461945
	Iteration 12Q: 3 clusters Score -13074.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13074.750977 Penalty: 510.461945
	Iteration 13Q: 3 clusters Score -13074.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13074.750977 Penalty: 510.461945
	Iteration 14F: 3 clusters Score -13074.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -23173.695312 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -23173.7 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 274 members 
Entering Unmasked Estep 
Score: -22688.564453 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -22688.56 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -22816.208984 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -22816.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22854.601562 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -22854.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22877.703125 Penalty: 569.621948
	Iteration 3F: 3 clusters Score -22877.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22902.974609 Penalty: 569.621948
	Iteration 4F: 3 clusters Score -22902.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22922.654297 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -22922.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22938.974609 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -22938.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22961.921875 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -22961.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22983.142578 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -22983.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23003.101562 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -23003.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23019.212891 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -23019.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23038.333984 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -23038.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23061.398438 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -23061.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23079.753906 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -23079.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23093.960938 Penalty: 569.621948
	Iteration 14Q: 3 clusters Score -23093.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23104.189453 Penalty: 569.621948
	Iteration 15Q: 3 clusters Score -23104.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23120.500000 Penalty: 569.621948
	Iteration 16Q: 3 clusters Score -23120.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23128.921875 Penalty: 569.621948
	Iteration 17Q: 3 clusters Score -23128.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23135.355469 Penalty: 569.621948
	Iteration 18Q: 3 clusters Score -23135.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23138.447266 Penalty: 569.621948
	Iteration 19Q: 3 clusters Score -23138.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23142.992188 Penalty: 569.621948
	Iteration 20F: 3 clusters Score -23142.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23149.523438 Penalty: 569.621948
	Iteration 21Q: 3 clusters Score -23149.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23160.798828 Penalty: 569.621948
	Iteration 22Q: 3 clusters Score -23160.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23165.132812 Penalty: 569.621948
	Iteration 23Q: 3 clusters Score -23165.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23179.205078 Penalty: 569.621948
	Iteration 24Q: 3 clusters Score -23179.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23187.570312 Penalty: 569.621948
	Iteration 25Q: 3 clusters Score -23187.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23192.810547 Penalty: 569.621948
	Iteration 26Q: 3 clusters Score -23192.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23195.001953 Penalty: 569.621948
	Iteration 27Q: 3 clusters Score -23195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23195.041016 Penalty: 569.621948
	Iteration 28Q: 3 clusters Score -23195.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23195.851562 Penalty: 569.621948
	Iteration 29Q: 3 clusters Score -23195.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23197.433594 Penalty: 569.621948
	Iteration 30Q: 3 clusters Score -23197.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23197.847656 Penalty: 569.621948
	Iteration 31Q: 3 clusters Score -23197.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23197.847656 Penalty: 569.621948
	Iteration 32F: 3 clusters Score -23197.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70432 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48954 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 24399 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308080 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 150 members 
Mstep: Class 35 contains 51460 members 
Mstep: Class 36 contains 294 members 
Entering Unmasked Estep 
Score: -27461570.000000 Penalty: 21605.181641
Splitting cluster 24 changes total score from -27461852.000000 to -27461570.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (24399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Entering Unmasked Estep 
Score: -1351466.000000 Penalty: 459.654541
	Iteration 0F: 2 clusters Score -1351466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1335366.375000 Penalty: 919.309082
	Iteration 0F: 3 clusters Score -1335366 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1342750.125000 Penalty: 919.309082
	Iteration 1F: 3 clusters Score -1342750 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1343729.125000 Penalty: 919.309082
	Iteration 2F: 3 clusters Score -1343729 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1345072.500000 Penalty: 919.309082
	Iteration 3F: 3 clusters Score -1345072 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1346610.750000 Penalty: 919.309082
	Iteration 4F: 3 clusters Score -1346611 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1347721.000000 Penalty: 919.309082
	Iteration 5F: 3 clusters Score -1347721 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1348316.500000 Penalty: 919.309082
	Iteration 6Q: 3 clusters Score -1348316 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1348645.750000 Penalty: 919.309082
	Iteration 7Q: 3 clusters Score -1348646 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1348890.875000 Penalty: 919.309082
	Iteration 8Q: 3 clusters Score -1348891 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1349136.500000 Penalty: 919.309082
	Iteration 9Q: 3 clusters Score -1349136 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1349365.875000 Penalty: 919.309082
	Iteration 10Q: 3 clusters Score -1349366 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1349610.625000 Penalty: 919.309082
	Iteration 11Q: 3 clusters Score -1349611 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1349846.375000 Penalty: 919.309082
	Iteration 12Q: 3 clusters Score -1349846 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1350069.375000 Penalty: 919.309082
	Iteration 13Q: 3 clusters Score -1350069 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1350274.125000 Penalty: 919.309082
	Iteration 14Q: 3 clusters Score -1350274 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1350443.750000 Penalty: 919.309082
	Iteration 15Q: 3 clusters Score -1350444 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1350597.750000 Penalty: 919.309082
	Iteration 16Q: 3 clusters Score -1350598 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1350752.625000 Penalty: 919.309082
	Iteration 17Q: 3 clusters Score -1350753 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1350840.625000 Penalty: 919.309082
	Iteration 18Q: 3 clusters Score -1350841 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1350896.750000 Penalty: 919.309082
	Iteration 19Q: 3 clusters Score -1350897 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1350942.125000 Penalty: 919.309082
	Iteration 20F: 3 clusters Score -1350942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1350985.625000 Penalty: 919.309082
	Iteration 21Q: 3 clusters Score -1350986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1351017.250000 Penalty: 919.309082
	Iteration 22Q: 3 clusters Score -1351017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1351036.750000 Penalty: 919.309082
	Iteration 23Q: 3 clusters Score -1351037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1351046.000000 Penalty: 919.309082
	Iteration 24Q: 3 clusters Score -1351046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1351049.000000 Penalty: 919.309082
	Iteration 25Q: 3 clusters Score -1351049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1351052.875000 Penalty: 919.309082
	Iteration 26Q: 3 clusters Score -1351053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1351053.875000 Penalty: 919.309082
	Iteration 27Q: 3 clusters Score -1351054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1351056.750000 Penalty: 919.309082
	Iteration 28Q: 3 clusters Score -1351057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1351056.250000 Penalty: 919.309082
	Iteration 29Q: 3 clusters Score -1351056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1351059.375000 Penalty: 919.309082
	Iteration 30Q: 3 clusters Score -1351059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1351060.250000 Penalty: 919.309082
	Iteration 31Q: 3 clusters Score -1351060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1351062.125000 Penalty: 919.309082
	Iteration 32Q: 3 clusters Score -1351062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1351064.875000 Penalty: 919.309082
	Iteration 33Q: 3 clusters Score -1351065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1351065.875000 Penalty: 919.309082
	Iteration 34Q: 3 clusters Score -1351066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1351067.125000 Penalty: 919.309082
	Iteration 35Q: 3 clusters Score -1351067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1351070.000000 Penalty: 919.309082
	Iteration 36Q: 3 clusters Score -1351070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1351071.250000 Penalty: 919.309082
	Iteration 37Q: 3 clusters Score -1351071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1351071.125000 Penalty: 919.309082
	Iteration 38Q: 3 clusters Score -1351071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1351071.250000 Penalty: 919.309082
	Iteration 39Q: 3 clusters Score -1351071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1351071.875000 Penalty: 919.309082
	Iteration 40F: 3 clusters Score -1351072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1351070.875000 Penalty: 919.309082
	Iteration 41Q: 3 clusters Score -1351071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1351070.875000 Penalty: 919.309082
	Iteration 42F: 3 clusters Score -1351071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -6409.600586 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -6409.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6145.703613 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -6145.704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6191.111328 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -6191.111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6205.490234 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -6205.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6212.363770 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -6212.364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6231.852539 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -6231.853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6237.050293 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -6237.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6237.405762 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -6237.406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6237.405762 Penalty: 474.063232
	Iteration 7F: 3 clusters Score -6237.406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -35616.492188 Penalty: 297.287384
	Iteration 0F: 2 clusters Score -35616.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -35038.992188 Penalty: 594.574768
	Iteration 0F: 3 clusters Score -35038.99 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35195.355469 Penalty: 594.574768
	Iteration 1F: 3 clusters Score -35195.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -35251.414062 Penalty: 594.574768
	Iteration 2F: 3 clusters Score -35251.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -35278.792969 Penalty: 594.574768
	Iteration 3F: 3 clusters Score -35278.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -35288.898438 Penalty: 594.574768
	Iteration 4Q: 3 clusters Score -35288.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -35293.453125 Penalty: 594.574768
	Iteration 5Q: 3 clusters Score -35293.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -35299.132812 Penalty: 594.574768
	Iteration 6Q: 3 clusters Score -35299.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -35307.375000 Penalty: 594.574768
	Iteration 7Q: 3 clusters Score -35307.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -35312.207031 Penalty: 594.574768
	Iteration 8Q: 3 clusters Score -35312.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -35314.855469 Penalty: 594.574768
	Iteration 9Q: 3 clusters Score -35314.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -35317.125000 Penalty: 594.574768
	Iteration 10Q: 3 clusters Score -35317.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -35319.523438 Penalty: 594.574768
	Iteration 11Q: 3 clusters Score -35319.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -35323.781250 Penalty: 594.574768
	Iteration 12Q: 3 clusters Score -35323.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -35327.777344 Penalty: 594.574768
	Iteration 13Q: 3 clusters Score -35327.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -35332.656250 Penalty: 594.574768
	Iteration 14Q: 3 clusters Score -35332.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -35339.250000 Penalty: 594.574768
	Iteration 15Q: 3 clusters Score -35339.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -35345.914062 Penalty: 594.574768
	Iteration 16Q: 3 clusters Score -35345.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -35353.179688 Penalty: 594.574768
	Iteration 17Q: 3 clusters Score -35353.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -35356.734375 Penalty: 594.574768
	Iteration 18Q: 3 clusters Score -35356.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -35360.554688 Penalty: 594.574768
	Iteration 19Q: 3 clusters Score -35360.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -35361.890625 Penalty: 594.574768
	Iteration 20F: 3 clusters Score -35361.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -35363.054688 Penalty: 594.574768
	Iteration 21Q: 3 clusters Score -35363.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -35365.605469 Penalty: 594.574768
	Iteration 22Q: 3 clusters Score -35365.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -35369.179688 Penalty: 594.574768
	Iteration 23Q: 3 clusters Score -35369.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -35370.582031 Penalty: 594.574768
	Iteration 24Q: 3 clusters Score -35370.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -35371.312500 Penalty: 594.574768
	Iteration 25Q: 3 clusters Score -35371.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -35371.312500 Penalty: 594.574768
	Iteration 26F: 3 clusters Score -35371.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -5935.335938 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -5935.336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5700.510254 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -5700.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5747.280762 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -5747.281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5764.130859 Penalty: 439.376556
	Iteration 2Q: 3 clusters Score -5764.131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5769.256348 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -5769.256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5772.943359 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -5772.943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5772.943359 Penalty: 439.376556
	Iteration 5F: 3 clusters Score -5772.943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -6925.556152 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -6925.556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6693.372070 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -6693.372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6769.768066 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -6769.768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6794.126953 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -6794.127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6807.246582 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -6807.247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6816.158203 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -6816.158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6826.625488 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -6826.625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6837.105469 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -6837.105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6841.561035 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -6841.561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6848.216797 Penalty: 467.357666
	Iteration 8Q: 3 clusters Score -6848.217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -6851.681641 Penalty: 467.357666
	Iteration 9Q: 3 clusters Score -6851.682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -6851.681641 Penalty: 467.357666
	Iteration 10F: 3 clusters Score -6851.682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (308080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308080 members 
Entering Unmasked Estep 
Score: -16288391.000000 Penalty: 575.034241
	Iteration 0F: 2 clusters Score -1.628839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154290 members 
Mstep: Class 2 contains 153790 members 
Entering Unmasked Estep 
Score: -16098944.000000 Penalty: 1150.068481
	Iteration 0F: 3 clusters Score -1.609894e+07 nChanged 152098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163118 members 
Mstep: Class 2 contains 144962 members 
Entering Unmasked Estep 
Score: -16194852.000000 Penalty: 1150.068481
	Iteration 1F: 3 clusters Score -1.619485e+07 nChanged 14343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168935 members 
Mstep: Class 2 contains 139145 members 
Entering Unmasked Estep 
Score: -16202237.000000 Penalty: 1150.068481
	Iteration 2Q: 3 clusters Score -1.620224e+07 nChanged 16974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177677 members 
Mstep: Class 2 contains 130403 members 
Entering Unmasked Estep 
Score: -16214452.000000 Penalty: 1150.068481
	Iteration 3F: 3 clusters Score -1.621445e+07 nChanged 19923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188210 members 
Mstep: Class 2 contains 119870 members 
Entering Unmasked Estep 
Score: -16230416.000000 Penalty: 1150.068481
	Iteration 4F: 3 clusters Score -1.623042e+07 nChanged 20339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197551 members 
Mstep: Class 2 contains 110529 members 
Entering Unmasked Estep 
Score: -16245551.000000 Penalty: 1150.068481
	Iteration 5F: 3 clusters Score -1.624555e+07 nChanged 17184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204583 members 
Mstep: Class 2 contains 103497 members 
Entering Unmasked Estep 
Score: -16255024.000000 Penalty: 1150.068481
	Iteration 6F: 3 clusters Score -1.625502e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210115 members 
Mstep: Class 2 contains 97965 members 
Entering Unmasked Estep 
Score: -16259045.000000 Penalty: 1150.068481
	Iteration 7Q: 3 clusters Score -1.625904e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215211 members 
Mstep: Class 2 contains 92869 members 
Entering Unmasked Estep 
Score: -16260735.000000 Penalty: 1150.068481
	Iteration 8Q: 3 clusters Score -1.626074e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219937 members 
Mstep: Class 2 contains 88143 members 
Entering Unmasked Estep 
Score: -16261786.000000 Penalty: 1150.068481
	Iteration 9Q: 3 clusters Score -1.626179e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224632 members 
Mstep: Class 2 contains 83448 members 
Entering Unmasked Estep 
Score: -16262976.000000 Penalty: 1150.068481
	Iteration 10Q: 3 clusters Score -1.626298e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229179 members 
Mstep: Class 2 contains 78901 members 
Entering Unmasked Estep 
Score: -16263919.000000 Penalty: 1150.068481
	Iteration 11Q: 3 clusters Score -1.626392e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233544 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
Score: -16265000.000000 Penalty: 1150.068481
	Iteration 12Q: 3 clusters Score -1.6265e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237964 members 
Mstep: Class 2 contains 70116 members 
Entering Unmasked Estep 
Score: -16266138.000000 Penalty: 1150.068481
	Iteration 13Q: 3 clusters Score -1.626614e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242276 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -16267368.000000 Penalty: 1150.068481
	Iteration 14Q: 3 clusters Score -1.626737e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246540 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -16268538.000000 Penalty: 1150.068481
	Iteration 15Q: 3 clusters Score -1.626854e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250752 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -16269888.000000 Penalty: 1150.068481
	Iteration 16Q: 3 clusters Score -1.626989e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255020 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -16271039.000000 Penalty: 1150.068481
	Iteration 17Q: 3 clusters Score -1.627104e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259140 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -16272134.000000 Penalty: 1150.068481
	Iteration 18Q: 3 clusters Score -1.627213e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263122 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -16273515.000000 Penalty: 1150.068481
	Iteration 19Q: 3 clusters Score -1.627352e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267057 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -16275724.000000 Penalty: 1150.068481
	Iteration 20F: 3 clusters Score -1.627572e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271118 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -16278294.000000 Penalty: 1150.068481
	Iteration 21Q: 3 clusters Score -1.627829e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275344 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -16280384.000000 Penalty: 1150.068481
	Iteration 22Q: 3 clusters Score -1.628038e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279681 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -16282166.000000 Penalty: 1150.068481
	Iteration 23Q: 3 clusters Score -1.628217e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284024 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -16283573.000000 Penalty: 1150.068481
	Iteration 24Q: 3 clusters Score -1.628357e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288321 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -16284565.000000 Penalty: 1150.068481
	Iteration 25Q: 3 clusters Score -1.628456e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292283 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -16285434.000000 Penalty: 1150.068481
	Iteration 26Q: 3 clusters Score -1.628543e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295781 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -16285994.000000 Penalty: 1150.068481
	Iteration 27Q: 3 clusters Score -1.628599e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298661 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -16286440.000000 Penalty: 1150.068481
	Iteration 28Q: 3 clusters Score -1.628644e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301033 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -16286706.000000 Penalty: 1150.068481
	Iteration 29Q: 3 clusters Score -1.628671e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302947 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -16286965.000000 Penalty: 1150.068481
	Iteration 30Q: 3 clusters Score -1.628696e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304377 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -16287079.000000 Penalty: 1150.068481
	Iteration 31Q: 3 clusters Score -1.628708e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305415 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -16287349.000000 Penalty: 1150.068481
	Iteration 32Q: 3 clusters Score -1.628735e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306172 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -16287557.000000 Penalty: 1150.068481
	Iteration 33Q: 3 clusters Score -1.628756e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306682 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -16287651.000000 Penalty: 1150.068481
	Iteration 34Q: 3 clusters Score -1.628765e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307049 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -16287705.000000 Penalty: 1150.068481
	Iteration 35Q: 3 clusters Score -1.62877e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307268 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16287733.000000 Penalty: 1150.068481
	Iteration 36Q: 3 clusters Score -1.628773e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307422 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -16287784.000000 Penalty: 1150.068481
	Iteration 37Q: 3 clusters Score -1.628778e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307515 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16287803.000000 Penalty: 1150.068481
	Iteration 38Q: 3 clusters Score -1.62878e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307585 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -16287852.000000 Penalty: 1150.068481
	Iteration 39Q: 3 clusters Score -1.628785e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307627 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -16287866.000000 Penalty: 1150.068481
	Iteration 40F: 3 clusters Score -1.628787e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307661 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -16287871.000000 Penalty: 1150.068481
	Iteration 41Q: 3 clusters Score -1.628787e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307684 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -16287900.000000 Penalty: 1150.068481
	Iteration 42Q: 3 clusters Score -1.62879e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307707 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -16287890.000000 Penalty: 1150.068481
	Iteration 43Q: 3 clusters Score -1.628789e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307732 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -16287891.000000 Penalty: 1150.068481
	Iteration 44Q: 3 clusters Score -1.628789e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307750 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -16287891.000000 Penalty: 1150.068481
	Iteration 45Q: 3 clusters Score -1.628789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307759 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -16287895.000000 Penalty: 1150.068481
	Iteration 46Q: 3 clusters Score -1.62879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307768 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -16287900.000000 Penalty: 1150.068481
	Iteration 47Q: 3 clusters Score -1.62879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307776 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -16287897.000000 Penalty: 1150.068481
	Iteration 48Q: 3 clusters Score -1.62879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307783 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -16287909.000000 Penalty: 1150.068481
	Iteration 49Q: 3 clusters Score -1.628791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307789 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16287908.000000 Penalty: 1150.068481
	Iteration 50Q: 3 clusters Score -1.628791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307788 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -16287903.000000 Penalty: 1150.068481
	Iteration 51Q: 3 clusters Score -1.62879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307788 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -16287903.000000 Penalty: 1150.068481
	Iteration 52Q: 3 clusters Score -1.62879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307788 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -16287913.000000 Penalty: 1150.068481
	Iteration 53Q: 3 clusters Score -1.628791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307789 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16287909.000000 Penalty: 1150.068481
	Iteration 54Q: 3 clusters Score -1.628791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307789 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16287909.000000 Penalty: 1150.068481
	Iteration 55F: 3 clusters Score -1.628791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (38 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Entering Unmasked Estep 
Score: -1524.824829 Penalty: 165.510162
	Iteration 0F: 2 clusters Score -1524.825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1436.509155 Penalty: 331.020325
	Iteration 0F: 3 clusters Score -1436.509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -28137.919922 Penalty: 291.812378
	Iteration 0F: 2 clusters Score -28137.92 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 311 members 
Entering Unmasked Estep 
Score: -27577.447266 Penalty: 583.624756
	Iteration 0F: 3 clusters Score -27577.45 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27736.019531 Penalty: 583.624756
	Iteration 1F: 3 clusters Score -27736.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27799.785156 Penalty: 583.624756
	Iteration 2F: 3 clusters Score -27799.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27838.148438 Penalty: 583.624756
	Iteration 3F: 3 clusters Score -27838.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27882.781250 Penalty: 583.624756
	Iteration 4F: 3 clusters Score -27882.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27918.503906 Penalty: 583.624756
	Iteration 5F: 3 clusters Score -27918.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27934.128906 Penalty: 583.624756
	Iteration 6Q: 3 clusters Score -27934.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27951.392578 Penalty: 583.624756
	Iteration 7Q: 3 clusters Score -27951.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27963.970703 Penalty: 583.624756
	Iteration 8Q: 3 clusters Score -27963.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27970.517578 Penalty: 583.624756
	Iteration 9Q: 3 clusters Score -27970.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27973.527344 Penalty: 583.624756
	Iteration 10Q: 3 clusters Score -27973.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27974.177734 Penalty: 583.624756
	Iteration 11Q: 3 clusters Score -27974.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27974.177734 Penalty: 583.624756
	Iteration 12F: 3 clusters Score -27974.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -24407.773438 Penalty: 280.812378
	Iteration 0F: 2 clusters Score -24407.77 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 232 members 
Entering Unmasked Estep 
Score: -23931.474609 Penalty: 561.624756
	Iteration 0F: 3 clusters Score -23931.47 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24036.138672 Penalty: 561.624756
	Iteration 1F: 3 clusters Score -24036.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24062.392578 Penalty: 561.624756
	Iteration 2F: 3 clusters Score -24062.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24078.037109 Penalty: 561.624756
	Iteration 3Q: 3 clusters Score -24078.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24087.837891 Penalty: 561.624756
	Iteration 4Q: 3 clusters Score -24087.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24095.240234 Penalty: 561.624756
	Iteration 5Q: 3 clusters Score -24095.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24106.660156 Penalty: 561.624756
	Iteration 6Q: 3 clusters Score -24106.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24119.861328 Penalty: 561.624756
	Iteration 7Q: 3 clusters Score -24119.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24131.640625 Penalty: 561.624756
	Iteration 8Q: 3 clusters Score -24131.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -24141.517578 Penalty: 561.624756
	Iteration 9Q: 3 clusters Score -24141.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24147.085938 Penalty: 561.624756
	Iteration 10Q: 3 clusters Score -24147.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24152.476562 Penalty: 561.624756
	Iteration 11Q: 3 clusters Score -24152.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24155.478516 Penalty: 561.624756
	Iteration 12Q: 3 clusters Score -24155.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24156.546875 Penalty: 561.624756
	Iteration 13Q: 3 clusters Score -24156.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24157.107422 Penalty: 561.624756
	Iteration 14Q: 3 clusters Score -24157.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24157.107422 Penalty: 561.624756
	Iteration 15F: 3 clusters Score -24157.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -6153.323730 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -6153.324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5914.301758 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -5914.302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6010.962891 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -6010.963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6102.507812 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -6102.508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6196.259766 Penalty: 455.967834
	Iteration 3F: 3 clusters Score -6196.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6225.470703 Penalty: 455.967834
	Iteration 4F: 3 clusters Score -6225.471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6242.833984 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -6242.834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6248.754883 Penalty: 455.967834
	Iteration 6Q: 3 clusters Score -6248.755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6248.754883 Penalty: 455.967834
	Iteration 7F: 3 clusters Score -6248.755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 994 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 70432 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 48954 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 17 contains 524 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 273 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 24399 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 125 members 
Mstep: Class 29 contains 170 members 
Mstep: Class 30 contains 308080 members 
Mstep: Class 31 contains 38 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 61 members 
Mstep: Class 35 contains 51460 members 
Mstep: Class 36 contains 89 members 
Entering Unmasked Estep 
Score: -27461584.000000 Penalty: 21605.181641
Splitting cluster 34 changes total score from -27461852.000000 to -27461584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (51460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Entering Unmasked Estep 
Score: -2841812.250000 Penalty: 493.609497
	Iteration 0F: 2 clusters Score -2841812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -2807099.250000 Penalty: 987.218994
	Iteration 0F: 3 clusters Score -2807099 nChanged 25062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -2822412.250000 Penalty: 987.218994
	Iteration 1F: 3 clusters Score -2822412 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -2823720.500000 Penalty: 987.218994
	Iteration 2F: 3 clusters Score -2823720 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -2825787.500000 Penalty: 987.218994
	Iteration 3F: 3 clusters Score -2825788 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -2828959.500000 Penalty: 987.218994
	Iteration 4F: 3 clusters Score -2828960 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -2832692.000000 Penalty: 987.218994
	Iteration 5F: 3 clusters Score -2832692 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -2835148.250000 Penalty: 987.218994
	Iteration 6F: 3 clusters Score -2835148 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -2836194.750000 Penalty: 987.218994
	Iteration 7Q: 3 clusters Score -2836195 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -2836846.000000 Penalty: 987.218994
	Iteration 8Q: 3 clusters Score -2836846 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -2837474.750000 Penalty: 987.218994
	Iteration 9Q: 3 clusters Score -2837475 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -2837980.000000 Penalty: 987.218994
	Iteration 10Q: 3 clusters Score -2837980 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -2838419.750000 Penalty: 987.218994
	Iteration 11Q: 3 clusters Score -2838420 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -2838769.500000 Penalty: 987.218994
	Iteration 12Q: 3 clusters Score -2838770 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -2839075.500000 Penalty: 987.218994
	Iteration 13Q: 3 clusters Score -2839076 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -2839284.750000 Penalty: 987.218994
	Iteration 14Q: 3 clusters Score -2839285 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -2839461.750000 Penalty: 987.218994
	Iteration 15Q: 3 clusters Score -2839462 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -2839615.000000 Penalty: 987.218994
	Iteration 16Q: 3 clusters Score -2839615 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -2839756.750000 Penalty: 987.218994
	Iteration 17Q: 3 clusters Score -2839757 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -2839865.250000 Penalty: 987.218994
	Iteration 18Q: 3 clusters Score -2839865 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -2839946.000000 Penalty: 987.218994
	Iteration 19Q: 3 clusters Score -2839946 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -2840017.250000 Penalty: 987.218994
	Iteration 20F: 3 clusters Score -2840017 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -2840087.750000 Penalty: 987.218994
	Iteration 21Q: 3 clusters Score -2840088 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -2840137.500000 Penalty: 987.218994
	Iteration 22Q: 3 clusters Score -2840138 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -2840187.750000 Penalty: 987.218994
	Iteration 23Q: 3 clusters Score -2840188 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -2840235.000000 Penalty: 987.218994
	Iteration 24Q: 3 clusters Score -2840235 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -2840264.000000 Penalty: 987.218994
	Iteration 25Q: 3 clusters Score -2840264 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -2840315.500000 Penalty: 987.218994
	Iteration 26Q: 3 clusters Score -2840316 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -2840367.500000 Penalty: 987.218994
	Iteration 27Q: 3 clusters Score -2840368 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -2840410.250000 Penalty: 987.218994
	Iteration 28Q: 3 clusters Score -2840410 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -2840450.250000 Penalty: 987.218994
	Iteration 29Q: 3 clusters Score -2840450 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -2840469.250000 Penalty: 987.218994
	Iteration 30Q: 3 clusters Score -2840469 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -2840520.000000 Penalty: 987.218994
	Iteration 31Q: 3 clusters Score -2840520 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -2840534.000000 Penalty: 987.218994
	Iteration 32Q: 3 clusters Score -2840534 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -2840577.750000 Penalty: 987.218994
	Iteration 33Q: 3 clusters Score -2840578 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -2840612.000000 Penalty: 987.218994
	Iteration 34Q: 3 clusters Score -2840612 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -2840658.000000 Penalty: 987.218994
	Iteration 35Q: 3 clusters Score -2840658 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -2840704.500000 Penalty: 987.218994
	Iteration 36Q: 3 clusters Score -2840704 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -2840737.000000 Penalty: 987.218994
	Iteration 37Q: 3 clusters Score -2840737 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -2840743.750000 Penalty: 987.218994
	Iteration 38Q: 3 clusters Score -2840744 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -2840790.000000 Penalty: 987.218994
	Iteration 39Q: 3 clusters Score -2840790 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -2840817.000000 Penalty: 987.218994
	Iteration 40F: 3 clusters Score -2840817 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -2840848.000000 Penalty: 987.218994
	Iteration 41Q: 3 clusters Score -2840848 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -2840876.000000 Penalty: 987.218994
	Iteration 42Q: 3 clusters Score -2840876 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -2840902.000000 Penalty: 987.218994
	Iteration 43Q: 3 clusters Score -2840902 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -2840924.750000 Penalty: 987.218994
	Iteration 44Q: 3 clusters Score -2840925 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -2840956.000000 Penalty: 987.218994
	Iteration 45Q: 3 clusters Score -2840956 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -2840976.500000 Penalty: 987.218994
	Iteration 46Q: 3 clusters Score -2840976 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -2841000.000000 Penalty: 987.218994
	Iteration 47Q: 3 clusters Score -2841000 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -2841029.250000 Penalty: 987.218994
	Iteration 48Q: 3 clusters Score -2841029 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -2841049.500000 Penalty: 987.218994
	Iteration 49Q: 3 clusters Score -2841050 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -2841075.750000 Penalty: 987.218994
	Iteration 50Q: 3 clusters Score -2841076 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -2841075.250000 Penalty: 987.218994
	Iteration 51Q: 3 clusters Score -2841075 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -2841102.250000 Penalty: 987.218994
	Iteration 52Q: 3 clusters Score -2841102 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -2841119.500000 Penalty: 987.218994
	Iteration 53Q: 3 clusters Score -2841120 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -2841129.250000 Penalty: 987.218994
	Iteration 54Q: 3 clusters Score -2841129 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -2841131.750000 Penalty: 987.218994
	Iteration 55Q: 3 clusters Score -2841132 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -2841141.250000 Penalty: 987.218994
	Iteration 56Q: 3 clusters Score -2841141 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -2841145.000000 Penalty: 987.218994
	Iteration 57Q: 3 clusters Score -2841145 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -2841145.750000 Penalty: 987.218994
	Iteration 58Q: 3 clusters Score -2841146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -2841159.000000 Penalty: 987.218994
	Iteration 59Q: 3 clusters Score -2841159 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -2841170.500000 Penalty: 987.218994
	Iteration 60F: 3 clusters Score -2841170 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -2841179.500000 Penalty: 987.218994
	Iteration 61Q: 3 clusters Score -2841180 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -2841187.000000 Penalty: 987.218994
	Iteration 62Q: 3 clusters Score -2841187 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -2841200.250000 Penalty: 987.218994
	Iteration 63Q: 3 clusters Score -2841200 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -2841199.250000 Penalty: 987.218994
	Iteration 64Q: 3 clusters Score -2841199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -2841201.250000 Penalty: 987.218994
	Iteration 65Q: 3 clusters Score -2841201 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -2841202.750000 Penalty: 987.218994
	Iteration 66Q: 3 clusters Score -2841203 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -2841204.750000 Penalty: 987.218994
	Iteration 67Q: 3 clusters Score -2841205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -2841198.250000 Penalty: 987.218994
	Iteration 68Q: 3 clusters Score -2841198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -2841196.000000 Penalty: 987.218994
	Iteration 69Q: 3 clusters Score -2841196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -2841202.750000 Penalty: 987.218994
	Iteration 70Q: 3 clusters Score -2841203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -2841212.750000 Penalty: 987.218994
	Iteration 71Q: 3 clusters Score -2841213 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -2841216.500000 Penalty: 987.218994
	Iteration 72Q: 3 clusters Score -2841216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -2841221.000000 Penalty: 987.218994
	Iteration 73Q: 3 clusters Score -2841221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -2841232.000000 Penalty: 987.218994
	Iteration 74Q: 3 clusters Score -2841232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -2841242.000000 Penalty: 987.218994
	Iteration 75Q: 3 clusters Score -2841242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -2841246.000000 Penalty: 987.218994
	Iteration 76Q: 3 clusters Score -2841246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -2841239.500000 Penalty: 987.218994
	Iteration 77Q: 3 clusters Score -2841240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -2841248.000000 Penalty: 987.218994
	Iteration 78Q: 3 clusters Score -2841248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -2841254.750000 Penalty: 987.218994
	Iteration 79Q: 3 clusters Score -2841255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -2841255.250000 Penalty: 987.218994
	Iteration 80F: 3 clusters Score -2841255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -2841256.000000 Penalty: 987.218994
	Iteration 81Q: 3 clusters Score -2841256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -2841247.750000 Penalty: 987.218994
	Iteration 82Q: 3 clusters Score -2841248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -2841253.500000 Penalty: 987.218994
	Iteration 83Q: 3 clusters Score -2841254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -2841261.000000 Penalty: 987.218994
	Iteration 84Q: 3 clusters Score -2841261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -2841261.000000 Penalty: 987.218994
	Iteration 85Q: 3 clusters Score -2841261 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -2841263.000000 Penalty: 987.218994
	Iteration 86Q: 3 clusters Score -2841263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -2841266.500000 Penalty: 987.218994
	Iteration 87Q: 3 clusters Score -2841266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -2841268.000000 Penalty: 987.218994
	Iteration 88Q: 3 clusters Score -2841268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -2841274.750000 Penalty: 987.218994
	Iteration 89Q: 3 clusters Score -2841275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -2841270.000000 Penalty: 987.218994
	Iteration 90Q: 3 clusters Score -2841270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -2841269.000000 Penalty: 987.218994
	Iteration 91Q: 3 clusters Score -2841269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -2841273.000000 Penalty: 987.218994
	Iteration 92Q: 3 clusters Score -2841273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -2841274.500000 Penalty: 987.218994
	Iteration 93Q: 3 clusters Score -2841274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -2841277.750000 Penalty: 987.218994
	Iteration 94Q: 3 clusters Score -2841278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -2841275.000000 Penalty: 987.218994
	Iteration 95Q: 3 clusters Score -2841275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -2841276.750000 Penalty: 987.218994
	Iteration 96Q: 3 clusters Score -2841277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -2841280.500000 Penalty: 987.218994
	Iteration 97Q: 3 clusters Score -2841280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -2841278.750000 Penalty: 987.218994
	Iteration 98Q: 3 clusters Score -2841279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -2841277.500000 Penalty: 987.218994
	Iteration 99Q: 3 clusters Score -2841278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -2841277.000000 Penalty: 987.218994
	Iteration 100F: 3 clusters Score -2841277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -2841278.000000 Penalty: 987.218994
	Iteration 101Q: 3 clusters Score -2841278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -2841274.750000 Penalty: 987.218994
	Iteration 102Q: 3 clusters Score -2841275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -2841278.750000 Penalty: 987.218994
	Iteration 103Q: 3 clusters Score -2841279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -2841279.250000 Penalty: 987.218994
	Iteration 104Q: 3 clusters Score -2841279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -2841279.250000 Penalty: 987.218994
	Iteration 105Q: 3 clusters Score -2841279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -2841276.750000 Penalty: 987.218994
	Iteration 106Q: 3 clusters Score -2841277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -2841276.250000 Penalty: 987.218994
	Iteration 107Q: 3 clusters Score -2841276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -2841275.000000 Penalty: 987.218994
	Iteration 108Q: 3 clusters Score -2841275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -2841275.250000 Penalty: 987.218994
	Iteration 109Q: 3 clusters Score -2841275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -2841280.750000 Penalty: 987.218994
	Iteration 110Q: 3 clusters Score -2841281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -2841281.250000 Penalty: 987.218994
	Iteration 111Q: 3 clusters Score -2841281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -2841278.500000 Penalty: 987.218994
	Iteration 112Q: 3 clusters Score -2841278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -2841278.500000 Penalty: 987.218994
	Iteration 113Q: 3 clusters Score -2841278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -2841276.750000 Penalty: 987.218994
	Iteration 114Q: 3 clusters Score -2841277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -2841274.750000 Penalty: 987.218994
	Iteration 115Q: 3 clusters Score -2841275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -2841277.000000 Penalty: 987.218994
	Iteration 116Q: 3 clusters Score -2841277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -2841276.000000 Penalty: 987.218994
	Iteration 117Q: 3 clusters Score -2841276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -2841275.000000 Penalty: 987.218994
	Iteration 118Q: 3 clusters Score -2841275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -2841277.750000 Penalty: 987.218994
	Iteration 119Q: 3 clusters Score -2841278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -2841278.500000 Penalty: 987.218994
	Iteration 120F: 3 clusters Score -2841278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -2841278.500000 Penalty: 987.218994
	Iteration 121Q: 3 clusters Score -2841278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -2841279.500000 Penalty: 987.218994
	Iteration 122Q: 3 clusters Score -2841280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -2841282.000000 Penalty: 987.218994
	Iteration 123Q: 3 clusters Score -2841282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -2841286.750000 Penalty: 987.218994
	Iteration 124Q: 3 clusters Score -2841287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -2841286.250000 Penalty: 987.218994
	Iteration 125Q: 3 clusters Score -2841286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -2841285.750000 Penalty: 987.218994
	Iteration 126Q: 3 clusters Score -2841286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -2841286.000000 Penalty: 987.218994
	Iteration 127Q: 3 clusters Score -2841286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -2841285.000000 Penalty: 987.218994
	Iteration 128Q: 3 clusters Score -2841285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -2841285.000000 Penalty: 987.218994
	Iteration 129F: 3 clusters Score -2841285 nChanged 0
--- Evaluating fit on full set of 1604928 points ---
Entering Unmasked Estep 
Score: -82548288.000000 Penalty: 22754.578125
21->36 Clusters: Score -82548288.000000, best is -82580248.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 534976 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 25560 members 
Mstep: Class 3 contains 25382 members 
Mstep: Class 4 contains 25854 members 
Mstep: Class 5 contains 25299 members 
Mstep: Class 6 contains 25576 members 
Mstep: Class 7 contains 25344 members 
Mstep: Class 8 contains 25362 members 
Mstep: Class 9 contains 25324 members 
Mstep: Class 10 contains 25484 members 
Mstep: Class 11 contains 25413 members 
Mstep: Class 12 contains 25352 members 
Mstep: Class 13 contains 25418 members 
Mstep: Class 14 contains 25662 members 
Mstep: Class 15 contains 25680 members 
Mstep: Class 16 contains 25549 members 
Mstep: Class 17 contains 25171 members 
Mstep: Class 18 contains 25403 members 
Mstep: Class 19 contains 25585 members 
Mstep: Class 20 contains 25493 members 
Mstep: Class 21 contains 25493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 7.225471 but Gain 600.143555
Score: -21203424.000000 Penalty: 12002.878906
Iteration 0F: 21 clusters Score -2.120342e+07 nChanged 509571
Entering Unmasked Mstep 
Mstep: Class 0 contains 5536 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 30736 members 
Mstep: Class 3 contains 4305 members 
Mstep: Class 4 contains 101770 members 
Mstep: Class 5 contains 7159 members 
Mstep: Class 6 contains 222485 members 
Mstep: Class 7 contains 135 members 
Mstep: Class 8 contains 719 members 
Mstep: Class 9 contains 361 members 
Mstep: Class 10 contains 387 members 
Mstep: Class 11 contains 6638 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 808 members 
Mstep: Class 14 contains 133 members 
Mstep: Class 16 contains 381 members 
Mstep: Class 17 contains 3947 members 
Mstep: Class 18 contains 96 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 146613 members 
Mstep: Class 21 contains 207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 288.951965 but Gain 600.144531
Score: -26931582.000000 Penalty: 11402.734375
Iteration 1F: 20 clusters Score -2.693158e+07 nChanged 106874
Entering Unmasked Mstep 
Mstep: Class 0 contains 3313 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 17038 members 
Mstep: Class 3 contains 4629 members 
Mstep: Class 4 contains 88100 members 
Mstep: Class 5 contains 2315 members 
Mstep: Class 6 contains 254324 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 1796 members 
Mstep: Class 10 contains 724 members 
Mstep: Class 11 contains 9590 members 
Mstep: Class 12 contains 799 members 
Mstep: Class 13 contains 964 members 
Mstep: Class 16 contains 335 members 
Mstep: Class 17 contains 5112 members 
Mstep: Class 18 contains 585 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 141048 members 
Mstep: Class 21 contains 1043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 482.107758 but Gain 600.143555
Score: -27141700.000000 Penalty: 10802.590820
Iteration 2F: 19 clusters Score -2.71417e+07 nChanged 80207
Entering Unmasked Mstep 
Mstep: Class 0 contains 3068 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9940 members 
Mstep: Class 3 contains 6068 members 
Mstep: Class 4 contains 67269 members 
Mstep: Class 5 contains 2110 members 
Mstep: Class 6 contains 271748 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 1513 members 
Mstep: Class 9 contains 2132 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 18364 members 
Mstep: Class 12 contains 799 members 
Mstep: Class 13 contains 909 members 
Mstep: Class 16 contains 381 members 
Mstep: Class 17 contains 5414 members 
Mstep: Class 18 contains 559 members 
Mstep: Class 20 contains 141433 members 
Mstep: Class 21 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27239692.000000 Penalty: 10802.590820
Iteration 3F: 19 clusters Score -2.723969e+07 nChanged 67170
Entering Unmasked Mstep 
Mstep: Class 0 contains 2990 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7044 members 
Mstep: Class 3 contains 6566 members 
Mstep: Class 4 contains 46907 members 
Mstep: Class 5 contains 2567 members 
Mstep: Class 6 contains 289728 members 
Mstep: Class 7 contains 130 members 
Mstep: Class 8 contains 1330 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 11 contains 25371 members 
Mstep: Class 12 contains 883 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 16 contains 386 members 
Mstep: Class 17 contains 5225 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 20 contains 139028 members 
Mstep: Class 21 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27309534.000000 Penalty: 10802.590820
Iteration 4F: 19 clusters Score -2.730953e+07 nChanged 57262
Entering Unmasked Mstep 
Mstep: Class 0 contains 2949 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6374 members 
Mstep: Class 3 contains 7054 members 
Mstep: Class 4 contains 29074 members 
Mstep: Class 5 contains 2924 members 
Mstep: Class 6 contains 307678 members 
Mstep: Class 7 contains 135 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 2415 members 
Mstep: Class 10 contains 436 members 
Mstep: Class 11 contains 29286 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 1733 members 
Mstep: Class 16 contains 386 members 
Mstep: Class 17 contains 4958 members 
Mstep: Class 18 contains 777 members 
Mstep: Class 20 contains 134781 members 
Mstep: Class 21 contains 1200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27355152.000000 Penalty: 10802.590820
Iteration 5F: 19 clusters Score -2.735515e+07 nChanged 42853
Entering Unmasked Mstep 
Mstep: Class 0 contains 2888 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7035 members 
Mstep: Class 3 contains 7577 members 
Mstep: Class 4 contains 18548 members 
Mstep: Class 5 contains 3172 members 
Mstep: Class 6 contains 317597 members 
Mstep: Class 7 contains 141 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 2424 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 11 contains 30886 members 
Mstep: Class 12 contains 1104 members 
Mstep: Class 13 contains 2031 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 4796 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 20 contains 132159 members 
Mstep: Class 21 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27382238.000000 Penalty: 10802.590820
Iteration 6F: 19 clusters Score -2.738224e+07 nChanged 28852
Entering Unmasked Mstep 
Mstep: Class 0 contains 2728 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7751 members 
Mstep: Class 3 contains 7906 members 
Mstep: Class 4 contains 15585 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 318499 members 
Mstep: Class 7 contains 141 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 2496 members 
Mstep: Class 10 contains 446 members 
Mstep: Class 11 contains 31718 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 17 contains 4719 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 20 contains 131804 members 
Mstep: Class 21 contains 1199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27400914.000000 Penalty: 10802.590820
Iteration 7F: 19 clusters Score -2.740091e+07 nChanged 19946
Entering Unmasked Mstep 
Mstep: Class 0 contains 2588 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 8006 members 
Mstep: Class 4 contains 16325 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 315650 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 32415 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4685 members 
Mstep: Class 18 contains 725 members 
Mstep: Class 20 contains 132379 members 
Mstep: Class 21 contains 1227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27410438.000000 Penalty: 10802.590820
Iteration 8Q: 19 clusters Score -2.741044e+07 nChanged 14159
Entering Unmasked Mstep 
Mstep: Class 0 contains 2588 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7758 members 
Mstep: Class 3 contains 7985 members 
Mstep: Class 4 contains 17842 members 
Mstep: Class 5 contains 3568 members 
Mstep: Class 6 contains 312120 members 
Mstep: Class 7 contains 141 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 2644 members 
Mstep: Class 10 contains 455 members 
Mstep: Class 11 contains 33075 members 
Mstep: Class 12 contains 1705 members 
Mstep: Class 13 contains 2358 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 20 contains 133342 members 
Mstep: Class 21 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27416240.000000 Penalty: 10802.590820
Iteration 9Q: 19 clusters Score -2.741624e+07 nChanged 10681
Entering Unmasked Mstep 
Mstep: Class 0 contains 2588 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7665 members 
Mstep: Class 3 contains 7894 members 
Mstep: Class 4 contains 19358 members 
Mstep: Class 5 contains 3594 members 
Mstep: Class 6 contains 308417 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 982 members 
Mstep: Class 9 contains 2716 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 33700 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 2424 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 4653 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 20 contains 134681 members 
Mstep: Class 21 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27420770.000000 Penalty: 10802.590820
Iteration 10Q: 19 clusters Score -2.742077e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 2589 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7584 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 20815 members 
Mstep: Class 5 contains 3572 members 
Mstep: Class 6 contains 304882 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 940 members 
Mstep: Class 9 contains 2754 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 34249 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 2446 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 4645 members 
Mstep: Class 18 contains 744 members 
Mstep: Class 20 contains 136106 members 
Mstep: Class 21 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27424164.000000 Penalty: 10802.590820
Iteration 11Q: 19 clusters Score -2.742416e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7468 members 
Mstep: Class 3 contains 7531 members 
Mstep: Class 4 contains 22155 members 
Mstep: Class 5 contains 3542 members 
Mstep: Class 6 contains 301784 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 916 members 
Mstep: Class 9 contains 2777 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 34760 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 4636 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 20 contains 137365 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27427202.000000 Penalty: 10802.590820
Iteration 12Q: 19 clusters Score -2.74272e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 23357 members 
Mstep: Class 5 contains 3511 members 
Mstep: Class 6 contains 299145 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 2791 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 35231 members 
Mstep: Class 12 contains 2328 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 4630 members 
Mstep: Class 18 contains 763 members 
Mstep: Class 20 contains 138437 members 
Mstep: Class 21 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27429368.000000 Penalty: 10802.590820
Iteration 13Q: 19 clusters Score -2.742937e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7090 members 
Mstep: Class 3 contains 7037 members 
Mstep: Class 4 contains 24473 members 
Mstep: Class 5 contains 3483 members 
Mstep: Class 6 contains 296752 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 9 contains 2798 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 35717 members 
Mstep: Class 12 contains 2445 members 
Mstep: Class 13 contains 2447 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 4627 members 
Mstep: Class 18 contains 764 members 
Mstep: Class 20 contains 139430 members 
Mstep: Class 21 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27431606.000000 Penalty: 10802.590820
Iteration 14Q: 19 clusters Score -2.743161e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6852 members 
Mstep: Class 3 contains 6790 members 
Mstep: Class 4 contains 25514 members 
Mstep: Class 5 contains 3463 members 
Mstep: Class 6 contains 294700 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 36144 members 
Mstep: Class 12 contains 2565 members 
Mstep: Class 13 contains 2439 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 4624 members 
Mstep: Class 18 contains 770 members 
Mstep: Class 20 contains 140204 members 
Mstep: Class 21 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27433086.000000 Penalty: 10802.590820
Iteration 15Q: 19 clusters Score -2.743309e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6602 members 
Mstep: Class 3 contains 6513 members 
Mstep: Class 4 contains 26487 members 
Mstep: Class 5 contains 3441 members 
Mstep: Class 6 contains 292927 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 2804 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 36577 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 2428 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 4623 members 
Mstep: Class 18 contains 778 members 
Mstep: Class 20 contains 140822 members 
Mstep: Class 21 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27434502.000000 Penalty: 10802.590820
Iteration 16Q: 19 clusters Score -2.74345e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6311 members 
Mstep: Class 3 contains 6192 members 
Mstep: Class 4 contains 27409 members 
Mstep: Class 5 contains 3433 members 
Mstep: Class 6 contains 291501 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 886 members 
Mstep: Class 9 contains 2804 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 11 contains 37027 members 
Mstep: Class 12 contains 2761 members 
Mstep: Class 13 contains 2422 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 4623 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 20 contains 141192 members 
Mstep: Class 21 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27435962.000000 Penalty: 10802.590820
Iteration 17Q: 19 clusters Score -2.743596e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6009 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 28263 members 
Mstep: Class 5 contains 3417 members 
Mstep: Class 6 contains 290202 members 
Mstep: Class 7 contains 145 members 
Mstep: Class 8 contains 884 members 
Mstep: Class 9 contains 2805 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 11 contains 37523 members 
Mstep: Class 12 contains 2834 members 
Mstep: Class 13 contains 2418 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 4622 members 
Mstep: Class 18 contains 782 members 
Mstep: Class 20 contains 141511 members 
Mstep: Class 21 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27437612.000000 Penalty: 10802.590820
Iteration 18Q: 19 clusters Score -2.743761e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 29055 members 
Mstep: Class 5 contains 3405 members 
Mstep: Class 6 contains 289088 members 
Mstep: Class 7 contains 145 members 
Mstep: Class 8 contains 884 members 
Mstep: Class 9 contains 2804 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 11 contains 38009 members 
Mstep: Class 12 contains 2916 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 4621 members 
Mstep: Class 18 contains 780 members 
Mstep: Class 20 contains 141737 members 
Mstep: Class 21 contains 733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438896.000000 Penalty: 10802.590820
Iteration 19Q: 19 clusters Score -2.74389e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5389 members 
Mstep: Class 3 contains 5259 members 
Mstep: Class 4 contains 29870 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 288053 members 
Mstep: Class 7 contains 145 members 
Mstep: Class 8 contains 884 members 
Mstep: Class 9 contains 2801 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 38518 members 
Mstep: Class 12 contains 2991 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 4616 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 20 contains 141845 members 
Mstep: Class 21 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27440106.000000 Penalty: 10802.590820
Iteration 20F: 19 clusters Score -2.744011e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 2588 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5098 members 
Mstep: Class 3 contains 4945 members 
Mstep: Class 4 contains 30680 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 287181 members 
Mstep: Class 7 contains 145 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 2808 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 38975 members 
Mstep: Class 12 contains 3047 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 4614 members 
Mstep: Class 18 contains 758 members 
Mstep: Class 20 contains 141830 members 
Mstep: Class 21 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27441278.000000 Penalty: 10802.590820
Iteration 21Q: 19 clusters Score -2.744128e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 2588 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4783 members 
Mstep: Class 3 contains 4624 members 
Mstep: Class 4 contains 31483 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 286451 members 
Mstep: Class 7 contains 145 members 
Mstep: Class 8 contains 870 members 
Mstep: Class 9 contains 2812 members 
Mstep: Class 10 contains 443 members 
Mstep: Class 11 contains 39492 members 
Mstep: Class 12 contains 3111 members 
Mstep: Class 13 contains 2395 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 4613 members 
Mstep: Class 18 contains 736 members 
Mstep: Class 20 contains 141696 members 
Mstep: Class 21 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27442076.000000 Penalty: 10802.590820
Iteration 22Q: 19 clusters Score -2.744208e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 2588 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 3 contains 4332 members 
Mstep: Class 4 contains 32249 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 285758 members 
Mstep: Class 7 contains 145 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 2813 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 39989 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 2386 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 4609 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 20 contains 141520 members 
Mstep: Class 21 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27443234.000000 Penalty: 10802.590820
Iteration 23Q: 19 clusters Score -2.744323e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 2588 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 4066 members 
Mstep: Class 4 contains 32969 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 285204 members 
Mstep: Class 7 contains 145 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 2816 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 40453 members 
Mstep: Class 12 contains 3223 members 
Mstep: Class 13 contains 2383 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 4609 members 
Mstep: Class 18 contains 710 members 
Mstep: Class 20 contains 141278 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27444234.000000 Penalty: 10802.590820
Iteration 24Q: 19 clusters Score -2.744423e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 2588 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3927 members 
Mstep: Class 3 contains 3808 members 
Mstep: Class 4 contains 33682 members 
Mstep: Class 5 contains 3377 members 
Mstep: Class 6 contains 284608 members 
Mstep: Class 7 contains 145 members 
Mstep: Class 8 contains 858 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 414 members 
Mstep: Class 11 contains 40909 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 2375 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 4612 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 20 contains 141070 members 
Mstep: Class 21 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27445226.000000 Penalty: 10802.590820
Iteration 25Q: 19 clusters Score -2.744523e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 2588 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3654 members 
Mstep: Class 3 contains 3544 members 
Mstep: Class 4 contains 34367 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 284137 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 41367 members 
Mstep: Class 12 contains 3294 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 4615 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 20 contains 140795 members 
Mstep: Class 21 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446086.000000 Penalty: 10802.590820
Iteration 26Q: 19 clusters Score -2.744609e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 2589 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3386 members 
Mstep: Class 3 contains 3292 members 
Mstep: Class 4 contains 35064 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 283762 members 
Mstep: Class 7 contains 145 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 41829 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 2366 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4617 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 20 contains 140400 members 
Mstep: Class 21 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446946.000000 Penalty: 10802.590820
Iteration 27Q: 19 clusters Score -2.744695e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 2589 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 3052 members 
Mstep: Class 4 contains 35735 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 283520 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 850 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 42218 members 
Mstep: Class 12 contains 3324 members 
Mstep: Class 13 contains 2358 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4618 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 20 contains 139944 members 
Mstep: Class 21 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27447714.000000 Penalty: 10802.590820
Iteration 28Q: 19 clusters Score -2.744771e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2875 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 36390 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 283350 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 845 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 42642 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 2352 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4619 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 20 contains 139394 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448556.000000 Penalty: 10802.590820
Iteration 29Q: 19 clusters Score -2.744856e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2655 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 37059 members 
Mstep: Class 5 contains 3354 members 
Mstep: Class 6 contains 283086 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 843 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 43061 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 2347 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4620 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 20 contains 138891 members 
Mstep: Class 21 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449208.000000 Penalty: 10802.590820
Iteration 30Q: 19 clusters Score -2.744921e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 3 contains 2387 members 
Mstep: Class 4 contains 37716 members 
Mstep: Class 5 contains 3345 members 
Mstep: Class 6 contains 282975 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 842 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 43457 members 
Mstep: Class 12 contains 3313 members 
Mstep: Class 13 contains 2337 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4620 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 20 contains 138304 members 
Mstep: Class 21 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449980.000000 Penalty: 10802.590820
Iteration 31Q: 19 clusters Score -2.744998e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2233 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 38377 members 
Mstep: Class 5 contains 3331 members 
Mstep: Class 6 contains 282849 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 841 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 43884 members 
Mstep: Class 12 contains 3291 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4621 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 20 contains 137671 members 
Mstep: Class 21 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450746.000000 Penalty: 10802.590820
Iteration 32Q: 19 clusters Score -2.745075e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2074 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 39008 members 
Mstep: Class 5 contains 3322 members 
Mstep: Class 6 contains 282851 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 841 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 44273 members 
Mstep: Class 12 contains 3253 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4621 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 20 contains 136966 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451424.000000 Penalty: 10802.590820
Iteration 33Q: 19 clusters Score -2.745142e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1940 members 
Mstep: Class 3 contains 1835 members 
Mstep: Class 4 contains 39587 members 
Mstep: Class 5 contains 3320 members 
Mstep: Class 6 contains 282857 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 841 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 3232 members 
Mstep: Class 13 contains 2316 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4623 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 20 contains 136248 members 
Mstep: Class 21 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451690.000000 Penalty: 10802.590820
Iteration 34Q: 19 clusters Score -2.745169e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 40163 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 282975 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 841 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 44940 members 
Mstep: Class 12 contains 3204 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4623 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 20 contains 135449 members 
Mstep: Class 21 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451970.000000 Penalty: 10802.590820
Iteration 35Q: 19 clusters Score -2.745197e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1684 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 40699 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 6 contains 283101 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 841 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 45266 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4623 members 
Mstep: Class 18 contains 590 members 
Mstep: Class 20 contains 134682 members 
Mstep: Class 21 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452396.000000 Penalty: 10802.590820
Iteration 36Q: 19 clusters Score -2.74524e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 41197 members 
Mstep: Class 5 contains 3301 members 
Mstep: Class 6 contains 283239 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 841 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 45573 members 
Mstep: Class 12 contains 3160 members 
Mstep: Class 13 contains 2293 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4624 members 
Mstep: Class 18 contains 585 members 
Mstep: Class 20 contains 133909 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452724.000000 Penalty: 10802.590820
Iteration 37Q: 19 clusters Score -2.745272e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1513 members 
Mstep: Class 3 contains 1342 members 
Mstep: Class 4 contains 41651 members 
Mstep: Class 5 contains 3294 members 
Mstep: Class 6 contains 283378 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 841 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 45875 members 
Mstep: Class 12 contains 3136 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4624 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 20 contains 133163 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452802.000000 Penalty: 10802.590820
Iteration 38Q: 19 clusters Score -2.74528e+07 nChanged 2013
Entering ConstructFrom: 
Score: -27452802.000000 Penalty: 10802.590820
Entering ConstructFrom: 
Trying to split cluster 1 (6314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Entering Unmasked Estep 
Score: -309889.031250 Penalty: 398.148865
	Iteration 0F: 2 clusters Score -309889 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 3166 members 
Entering Unmasked Estep 
Score: -305675.562500 Penalty: 796.297729
	Iteration 0F: 3 clusters Score -305675.6 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -307249.562500 Penalty: 796.297729
	Iteration 1F: 3 clusters Score -307249.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -307353.406250 Penalty: 796.297729
	Iteration 2Q: 3 clusters Score -307353.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -307475.937500 Penalty: 796.297729
	Iteration 3Q: 3 clusters Score -307475.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -307625.031250 Penalty: 796.297729
	Iteration 4Q: 3 clusters Score -307625 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -307817.125000 Penalty: 796.297729
	Iteration 5F: 3 clusters Score -307817.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -308089.843750 Penalty: 796.297729
	Iteration 6F: 3 clusters Score -308089.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -308434.250000 Penalty: 796.297729
	Iteration 7F: 3 clusters Score -308434.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -308767.500000 Penalty: 796.297729
	Iteration 8F: 3 clusters Score -308767.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -309037.250000 Penalty: 796.297729
	Iteration 9Q: 3 clusters Score -309037.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -309196.031250 Penalty: 796.297729
	Iteration 10Q: 3 clusters Score -309196 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -309304.468750 Penalty: 796.297729
	Iteration 11Q: 3 clusters Score -309304.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -309370.500000 Penalty: 796.297729
	Iteration 12Q: 3 clusters Score -309370.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -309405.906250 Penalty: 796.297729
	Iteration 13Q: 3 clusters Score -309405.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -309429.062500 Penalty: 796.297729
	Iteration 14Q: 3 clusters Score -309429.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -309456.000000 Penalty: 796.297729
	Iteration 15Q: 3 clusters Score -309456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -309475.750000 Penalty: 796.297729
	Iteration 16Q: 3 clusters Score -309475.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -309496.468750 Penalty: 796.297729
	Iteration 17Q: 3 clusters Score -309496.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -309509.093750 Penalty: 796.297729
	Iteration 18Q: 3 clusters Score -309509.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -309517.906250 Penalty: 796.297729
	Iteration 19Q: 3 clusters Score -309517.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -309528.000000 Penalty: 796.297729
	Iteration 20F: 3 clusters Score -309528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -309532.968750 Penalty: 796.297729
	Iteration 21Q: 3 clusters Score -309533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -309533.656250 Penalty: 796.297729
	Iteration 22Q: 3 clusters Score -309533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -309534.750000 Penalty: 796.297729
	Iteration 23Q: 3 clusters Score -309534.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -309534.812500 Penalty: 796.297729
	Iteration 24Q: 3 clusters Score -309534.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -309534.812500 Penalty: 796.297729
	Iteration 25F: 3 clusters Score -309534.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -79942.421875 Penalty: 331.083313
	Iteration 0F: 2 clusters Score -79942.42 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 751 members 
Entering Unmasked Estep 
Score: -78846.765625 Penalty: 662.166626
	Iteration 0F: 3 clusters Score -78846.77 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -79167.296875 Penalty: 662.166626
	Iteration 1F: 3 clusters Score -79167.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -79239.632812 Penalty: 662.166626
	Iteration 2F: 3 clusters Score -79239.63 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -79304.437500 Penalty: 662.166626
	Iteration 3F: 3 clusters Score -79304.44 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -79362.328125 Penalty: 662.166626
	Iteration 4Q: 3 clusters Score -79362.33 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -79421.289062 Penalty: 662.166626
	Iteration 5Q: 3 clusters Score -79421.29 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -79496.828125 Penalty: 662.166626
	Iteration 6Q: 3 clusters Score -79496.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -79554.851562 Penalty: 662.166626
	Iteration 7Q: 3 clusters Score -79554.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -79587.437500 Penalty: 662.166626
	Iteration 8Q: 3 clusters Score -79587.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -79604.890625 Penalty: 662.166626
	Iteration 9Q: 3 clusters Score -79604.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -79617.867188 Penalty: 662.166626
	Iteration 10Q: 3 clusters Score -79617.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -79628.031250 Penalty: 662.166626
	Iteration 11Q: 3 clusters Score -79628.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -79636.906250 Penalty: 662.166626
	Iteration 12Q: 3 clusters Score -79636.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -79644.171875 Penalty: 662.166626
	Iteration 13Q: 3 clusters Score -79644.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -79646.320312 Penalty: 662.166626
	Iteration 14Q: 3 clusters Score -79646.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -79648.367188 Penalty: 662.166626
	Iteration 15Q: 3 clusters Score -79648.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -79651.906250 Penalty: 662.166626
	Iteration 16Q: 3 clusters Score -79651.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -79653.820312 Penalty: 662.166626
	Iteration 17Q: 3 clusters Score -79653.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -79656.679688 Penalty: 662.166626
	Iteration 18Q: 3 clusters Score -79656.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -79657.203125 Penalty: 662.166626
	Iteration 19Q: 3 clusters Score -79657.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -79657.492188 Penalty: 662.166626
	Iteration 20F: 3 clusters Score -79657.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -79658.632812 Penalty: 662.166626
	Iteration 21Q: 3 clusters Score -79658.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -79659.117188 Penalty: 662.166626
	Iteration 22Q: 3 clusters Score -79659.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -79659.562500 Penalty: 662.166626
	Iteration 23Q: 3 clusters Score -79659.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -79659.562500 Penalty: 662.166626
	Iteration 24F: 3 clusters Score -79659.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -66509.406250 Penalty: 325.070526
	Iteration 0F: 2 clusters Score -66509.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -65540.148438 Penalty: 650.141052
	Iteration 0F: 3 clusters Score -65540.15 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -65857.789062 Penalty: 650.141052
	Iteration 1F: 3 clusters Score -65857.79 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -65908.429688 Penalty: 650.141052
	Iteration 2F: 3 clusters Score -65908.43 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -65945.828125 Penalty: 650.141052
	Iteration 3Q: 3 clusters Score -65945.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -65981.843750 Penalty: 650.141052
	Iteration 4Q: 3 clusters Score -65981.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -66021.117188 Penalty: 650.141052
	Iteration 5Q: 3 clusters Score -66021.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -66050.578125 Penalty: 650.141052
	Iteration 6Q: 3 clusters Score -66050.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -66079.890625 Penalty: 650.141052
	Iteration 7Q: 3 clusters Score -66079.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -66113.820312 Penalty: 650.141052
	Iteration 8Q: 3 clusters Score -66113.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -66138.492188 Penalty: 650.141052
	Iteration 9Q: 3 clusters Score -66138.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -66152.773438 Penalty: 650.141052
	Iteration 10Q: 3 clusters Score -66152.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -66159.265625 Penalty: 650.141052
	Iteration 11Q: 3 clusters Score -66159.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -66161.609375 Penalty: 650.141052
	Iteration 12Q: 3 clusters Score -66161.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -66162.203125 Penalty: 650.141052
	Iteration 13Q: 3 clusters Score -66162.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -66162.250000 Penalty: 650.141052
	Iteration 14F: 3 clusters Score -66162.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -66162.828125 Penalty: 650.141052
	Iteration 15Q: 3 clusters Score -66162.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -66162.828125 Penalty: 650.141052
	Iteration 16F: 3 clusters Score -66162.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Entering Unmasked Estep 
Score: -2322469.000000 Penalty: 484.413391
	Iteration 0F: 2 clusters Score -2322469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2294266.500000 Penalty: 968.826782
	Iteration 0F: 3 clusters Score -2294266 nChanged 20283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2305950.250000 Penalty: 968.826782
	Iteration 1F: 3 clusters Score -2305950 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2306573.250000 Penalty: 968.826782
	Iteration 2Q: 3 clusters Score -2306573 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -2307433.000000 Penalty: 968.826782
	Iteration 3Q: 3 clusters Score -2307433 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -2308735.250000 Penalty: 968.826782
	Iteration 4F: 3 clusters Score -2308735 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -2310698.250000 Penalty: 968.826782
	Iteration 5F: 3 clusters Score -2310698 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -2313196.000000 Penalty: 968.826782
	Iteration 6F: 3 clusters Score -2313196 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -2315631.750000 Penalty: 968.826782
	Iteration 7F: 3 clusters Score -2315632 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -2317562.250000 Penalty: 968.826782
	Iteration 8F: 3 clusters Score -2317562 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -2318809.250000 Penalty: 968.826782
	Iteration 9Q: 3 clusters Score -2318809 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -2319549.500000 Penalty: 968.826782
	Iteration 10Q: 3 clusters Score -2319550 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -2319991.500000 Penalty: 968.826782
	Iteration 11Q: 3 clusters Score -2319992 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -2320319.500000 Penalty: 968.826782
	Iteration 12Q: 3 clusters Score -2320320 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -2320591.500000 Penalty: 968.826782
	Iteration 13Q: 3 clusters Score -2320592 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -2320854.250000 Penalty: 968.826782
	Iteration 14Q: 3 clusters Score -2320854 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -2321086.750000 Penalty: 968.826782
	Iteration 15Q: 3 clusters Score -2321087 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -2321271.250000 Penalty: 968.826782
	Iteration 16Q: 3 clusters Score -2321271 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -2321422.500000 Penalty: 968.826782
	Iteration 17Q: 3 clusters Score -2321422 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -2321539.500000 Penalty: 968.826782
	Iteration 18Q: 3 clusters Score -2321540 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -2321655.750000 Penalty: 968.826782
	Iteration 19Q: 3 clusters Score -2321656 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -2321742.250000 Penalty: 968.826782
	Iteration 20F: 3 clusters Score -2321742 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -2321823.500000 Penalty: 968.826782
	Iteration 21Q: 3 clusters Score -2321824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -2321870.750000 Penalty: 968.826782
	Iteration 22Q: 3 clusters Score -2321871 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -2321906.750000 Penalty: 968.826782
	Iteration 23Q: 3 clusters Score -2321907 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -2321946.250000 Penalty: 968.826782
	Iteration 24Q: 3 clusters Score -2321946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -2321958.750000 Penalty: 968.826782
	Iteration 25Q: 3 clusters Score -2321959 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -2321973.500000 Penalty: 968.826782
	Iteration 26Q: 3 clusters Score -2321974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -2321986.500000 Penalty: 968.826782
	Iteration 27Q: 3 clusters Score -2321986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -2322006.000000 Penalty: 968.826782
	Iteration 28Q: 3 clusters Score -2322006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -2322014.250000 Penalty: 968.826782
	Iteration 29Q: 3 clusters Score -2322014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -2322027.750000 Penalty: 968.826782
	Iteration 30Q: 3 clusters Score -2322028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -2322029.500000 Penalty: 968.826782
	Iteration 31Q: 3 clusters Score -2322030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -2322033.000000 Penalty: 968.826782
	Iteration 32Q: 3 clusters Score -2322033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -2322035.250000 Penalty: 968.826782
	Iteration 33Q: 3 clusters Score -2322035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -2322037.250000 Penalty: 968.826782
	Iteration 34Q: 3 clusters Score -2322037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -2322039.000000 Penalty: 968.826782
	Iteration 35Q: 3 clusters Score -2322039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -2322044.000000 Penalty: 968.826782
	Iteration 36Q: 3 clusters Score -2322044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -2322044.250000 Penalty: 968.826782
	Iteration 37Q: 3 clusters Score -2322044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -2322051.000000 Penalty: 968.826782
	Iteration 38Q: 3 clusters Score -2322051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -2322054.250000 Penalty: 968.826782
	Iteration 39Q: 3 clusters Score -2322054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -2322052.000000 Penalty: 968.826782
	Iteration 40F: 3 clusters Score -2322052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -2322053.250000 Penalty: 968.826782
	Iteration 41Q: 3 clusters Score -2322053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -2322055.250000 Penalty: 968.826782
	Iteration 42Q: 3 clusters Score -2322055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -2322055.250000 Penalty: 968.826782
	Iteration 43F: 3 clusters Score -2322055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Entering Unmasked Estep 
Score: -168208.609375 Penalty: 368.405182
	Iteration 0F: 2 clusters Score -168208.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -165952.156250 Penalty: 736.810364
	Iteration 0F: 3 clusters Score -165952.2 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -167050.015625 Penalty: 736.810364
	Iteration 1F: 3 clusters Score -167050 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -167411.078125 Penalty: 736.810364
	Iteration 2F: 3 clusters Score -167411.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -167643.468750 Penalty: 736.810364
	Iteration 3F: 3 clusters Score -167643.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -167779.281250 Penalty: 736.810364
	Iteration 4F: 3 clusters Score -167779.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -167869.671875 Penalty: 736.810364
	Iteration 5Q: 3 clusters Score -167869.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -167964.609375 Penalty: 736.810364
	Iteration 6Q: 3 clusters Score -167964.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -168037.187500 Penalty: 736.810364
	Iteration 7Q: 3 clusters Score -168037.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -168080.718750 Penalty: 736.810364
	Iteration 8Q: 3 clusters Score -168080.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -168110.140625 Penalty: 736.810364
	Iteration 9Q: 3 clusters Score -168110.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -168136.625000 Penalty: 736.810364
	Iteration 10Q: 3 clusters Score -168136.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -168176.453125 Penalty: 736.810364
	Iteration 11Q: 3 clusters Score -168176.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -168204.000000 Penalty: 736.810364
	Iteration 12Q: 3 clusters Score -168204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -168241.375000 Penalty: 736.810364
	Iteration 13Q: 3 clusters Score -168241.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -168297.375000 Penalty: 736.810364
	Iteration 14Q: 3 clusters Score -168297.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -168335.671875 Penalty: 736.810364
	Iteration 15Q: 3 clusters Score -168335.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -168356.375000 Penalty: 736.810364
	Iteration 16Q: 3 clusters Score -168356.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -168363.484375 Penalty: 736.810364
	Iteration 17Q: 3 clusters Score -168363.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -168367.296875 Penalty: 736.810364
	Iteration 18Q: 3 clusters Score -168367.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -168368.671875 Penalty: 736.810364
	Iteration 19Q: 3 clusters Score -168368.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -168370.093750 Penalty: 736.810364
	Iteration 20F: 3 clusters Score -168370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -168371.593750 Penalty: 736.810364
	Iteration 21Q: 3 clusters Score -168371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -168372.546875 Penalty: 736.810364
	Iteration 22Q: 3 clusters Score -168372.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -168373.125000 Penalty: 736.810364
	Iteration 23Q: 3 clusters Score -168373.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -168375.093750 Penalty: 736.810364
	Iteration 24Q: 3 clusters Score -168375.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -168377.421875 Penalty: 736.810364
	Iteration 25Q: 3 clusters Score -168377.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -168378.437500 Penalty: 736.810364
	Iteration 26Q: 3 clusters Score -168378.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -168379.390625 Penalty: 736.810364
	Iteration 27Q: 3 clusters Score -168379.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -168380.812500 Penalty: 736.810364
	Iteration 28Q: 3 clusters Score -168380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -168380.718750 Penalty: 736.810364
	Iteration 29Q: 3 clusters Score -168380.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -168381.203125 Penalty: 736.810364
	Iteration 30Q: 3 clusters Score -168381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -168382.015625 Penalty: 736.810364
	Iteration 31Q: 3 clusters Score -168382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -168382.171875 Penalty: 736.810364
	Iteration 32Q: 3 clusters Score -168382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -168382.734375 Penalty: 736.810364
	Iteration 33Q: 3 clusters Score -168382.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -168382.687500 Penalty: 736.810364
	Iteration 34Q: 3 clusters Score -168382.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -168382.718750 Penalty: 736.810364
	Iteration 35Q: 3 clusters Score -168382.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -168382.718750 Penalty: 736.810364
	Iteration 36F: 3 clusters Score -168382.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 42043 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 283592 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 841 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 46144 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 2688 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4625 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 20 contains 132423 members 
Mstep: Class 21 contains 679 members 
Entering Unmasked Estep 
Score: -27452788.000000 Penalty: 11402.734375
Splitting cluster 5 changes total score from -27452802.000000 to -27452788.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (283592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283592 members 
Entering Unmasked Estep 
Score: -15035249.000000 Penalty: 571.265808
	Iteration 0F: 2 clusters Score -1.503525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141529 members 
Mstep: Class 2 contains 142063 members 
Entering Unmasked Estep 
Score: -14847370.000000 Penalty: 1142.531616
	Iteration 0F: 3 clusters Score -1.484737e+07 nChanged 140440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129383 members 
Mstep: Class 2 contains 154209 members 
Entering Unmasked Estep 
Score: -14943690.000000 Penalty: 1142.531616
	Iteration 1F: 3 clusters Score -1.494369e+07 nChanged 15500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123563 members 
Mstep: Class 2 contains 160029 members 
Entering Unmasked Estep 
Score: -14954212.000000 Penalty: 1142.531616
	Iteration 2F: 3 clusters Score -1.495421e+07 nChanged 18205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117378 members 
Mstep: Class 2 contains 166214 members 
Entering Unmasked Estep 
Score: -14969272.000000 Penalty: 1142.531616
	Iteration 3F: 3 clusters Score -1.496927e+07 nChanged 18688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112232 members 
Mstep: Class 2 contains 171360 members 
Entering Unmasked Estep 
Score: -14983705.000000 Penalty: 1142.531616
	Iteration 4F: 3 clusters Score -1.49837e+07 nChanged 15227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 175053 members 
Entering Unmasked Estep 
Score: -14991783.000000 Penalty: 1142.531616
	Iteration 5F: 3 clusters Score -1.499178e+07 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105295 members 
Mstep: Class 2 contains 178297 members 
Entering Unmasked Estep 
Score: -14994484.000000 Penalty: 1142.531616
	Iteration 6Q: 3 clusters Score -1.499448e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Mstep: Class 2 contains 181627 members 
Entering Unmasked Estep 
Score: -14995898.000000 Penalty: 1142.531616
	Iteration 7Q: 3 clusters Score -1.49959e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98498 members 
Mstep: Class 2 contains 185094 members 
Entering Unmasked Estep 
Score: -14997123.000000 Penalty: 1142.531616
	Iteration 8Q: 3 clusters Score -1.499712e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94833 members 
Mstep: Class 2 contains 188759 members 
Entering Unmasked Estep 
Score: -14998320.000000 Penalty: 1142.531616
	Iteration 9Q: 3 clusters Score -1.499832e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90854 members 
Mstep: Class 2 contains 192738 members 
Entering Unmasked Estep 
Score: -14999707.000000 Penalty: 1142.531616
	Iteration 10Q: 3 clusters Score -1.499971e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86499 members 
Mstep: Class 2 contains 197093 members 
Entering Unmasked Estep 
Score: -15001229.000000 Penalty: 1142.531616
	Iteration 11Q: 3 clusters Score -1.500123e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 201563 members 
Entering Unmasked Estep 
Score: -15002875.000000 Penalty: 1142.531616
	Iteration 12Q: 3 clusters Score -1.500288e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77332 members 
Mstep: Class 2 contains 206260 members 
Entering Unmasked Estep 
Score: -15004648.000000 Penalty: 1142.531616
	Iteration 13Q: 3 clusters Score -1.500465e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 211080 members 
Entering Unmasked Estep 
Score: -15006643.000000 Penalty: 1142.531616
	Iteration 14Q: 3 clusters Score -1.500664e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67646 members 
Mstep: Class 2 contains 215946 members 
Entering Unmasked Estep 
Score: -15008596.000000 Penalty: 1142.531616
	Iteration 15Q: 3 clusters Score -1.50086e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 220865 members 
Entering Unmasked Estep 
Score: -15010373.000000 Penalty: 1142.531616
	Iteration 16Q: 3 clusters Score -1.501037e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 225721 members 
Entering Unmasked Estep 
Score: -15012093.000000 Penalty: 1142.531616
	Iteration 17Q: 3 clusters Score -1.501209e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 230315 members 
Entering Unmasked Estep 
Score: -15014022.000000 Penalty: 1142.531616
	Iteration 18Q: 3 clusters Score -1.501402e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 234955 members 
Entering Unmasked Estep 
Score: -15016005.000000 Penalty: 1142.531616
	Iteration 19Q: 3 clusters Score -1.5016e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 239249 members 
Entering Unmasked Estep 
Score: -15017674.000000 Penalty: 1142.531616
	Iteration 20F: 3 clusters Score -1.501767e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 243385 members 
Entering Unmasked Estep 
Score: -15019456.000000 Penalty: 1142.531616
	Iteration 21Q: 3 clusters Score -1.501946e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 247370 members 
Entering Unmasked Estep 
Score: -15021032.000000 Penalty: 1142.531616
	Iteration 22Q: 3 clusters Score -1.502103e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 251348 members 
Entering Unmasked Estep 
Score: -15022736.000000 Penalty: 1142.531616
	Iteration 23Q: 3 clusters Score -1.502274e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 255185 members 
Entering Unmasked Estep 
Score: -15024206.000000 Penalty: 1142.531616
	Iteration 24Q: 3 clusters Score -1.502421e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 258822 members 
Entering Unmasked Estep 
Score: -15025658.000000 Penalty: 1142.531616
	Iteration 25Q: 3 clusters Score -1.502566e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 262399 members 
Entering Unmasked Estep 
Score: -15027365.000000 Penalty: 1142.531616
	Iteration 26Q: 3 clusters Score -1.502736e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 265788 members 
Entering Unmasked Estep 
Score: -15029155.000000 Penalty: 1142.531616
	Iteration 27Q: 3 clusters Score -1.502916e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 268874 members 
Entering Unmasked Estep 
Score: -15031216.000000 Penalty: 1142.531616
	Iteration 28Q: 3 clusters Score -1.503122e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 271547 members 
Entering Unmasked Estep 
Score: -15032818.000000 Penalty: 1142.531616
	Iteration 29Q: 3 clusters Score -1.503282e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 273807 members 
Entering Unmasked Estep 
Score: -15033889.000000 Penalty: 1142.531616
	Iteration 30Q: 3 clusters Score -1.503389e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 275672 members 
Entering Unmasked Estep 
Score: -15034617.000000 Penalty: 1142.531616
	Iteration 31Q: 3 clusters Score -1.503462e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 277156 members 
Entering Unmasked Estep 
Score: -15035118.000000 Penalty: 1142.531616
	Iteration 32Q: 3 clusters Score -1.503512e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 278302 members 
Entering Unmasked Estep 
Score: -15035356.000000 Penalty: 1142.531616
	Iteration 33Q: 3 clusters Score -1.503536e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 279137 members 
Entering Unmasked Estep 
Score: -15035480.000000 Penalty: 1142.531616
	Iteration 34Q: 3 clusters Score -1.503548e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 279814 members 
Entering Unmasked Estep 
Score: -15035565.000000 Penalty: 1142.531616
	Iteration 35Q: 3 clusters Score -1.503556e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 280335 members 
Entering Unmasked Estep 
Score: -15035604.000000 Penalty: 1142.531616
	Iteration 36Q: 3 clusters Score -1.50356e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 280712 members 
Entering Unmasked Estep 
Score: -15035588.000000 Penalty: 1142.531616
	Iteration 37Q: 3 clusters Score -1.503559e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 281013 members 
Entering Unmasked Estep 
Score: -15035560.000000 Penalty: 1142.531616
	Iteration 38Q: 3 clusters Score -1.503556e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 281238 members 
Entering Unmasked Estep 
Score: -15035549.000000 Penalty: 1142.531616
	Iteration 39Q: 3 clusters Score -1.503555e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 281427 members 
Entering Unmasked Estep 
Score: -15035515.000000 Penalty: 1142.531616
	Iteration 40F: 3 clusters Score -1.503552e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 281569 members 
Entering Unmasked Estep 
Score: -15035519.000000 Penalty: 1142.531616
	Iteration 41Q: 3 clusters Score -1.503552e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 281695 members 
Entering Unmasked Estep 
Score: -15035499.000000 Penalty: 1142.531616
	Iteration 42Q: 3 clusters Score -1.50355e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 281790 members 
Entering Unmasked Estep 
Score: -15035507.000000 Penalty: 1142.531616
	Iteration 43Q: 3 clusters Score -1.503551e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 281866 members 
Entering Unmasked Estep 
Score: -15035478.000000 Penalty: 1142.531616
	Iteration 44Q: 3 clusters Score -1.503548e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 281943 members 
Entering Unmasked Estep 
Score: -15035457.000000 Penalty: 1142.531616
	Iteration 45Q: 3 clusters Score -1.503546e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 282001 members 
Entering Unmasked Estep 
Score: -15035430.000000 Penalty: 1142.531616
	Iteration 46Q: 3 clusters Score -1.503543e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 282049 members 
Entering Unmasked Estep 
Score: -15035415.000000 Penalty: 1142.531616
	Iteration 47Q: 3 clusters Score -1.503542e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 282096 members 
Entering Unmasked Estep 
Score: -15035428.000000 Penalty: 1142.531616
	Iteration 48Q: 3 clusters Score -1.503543e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 282143 members 
Entering Unmasked Estep 
Score: -15035418.000000 Penalty: 1142.531616
	Iteration 49Q: 3 clusters Score -1.503542e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 282192 members 
Entering Unmasked Estep 
Score: -15035420.000000 Penalty: 1142.531616
	Iteration 50Q: 3 clusters Score -1.503542e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 282232 members 
Entering Unmasked Estep 
Score: -15035426.000000 Penalty: 1142.531616
	Iteration 51Q: 3 clusters Score -1.503543e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 282273 members 
Entering Unmasked Estep 
Score: -15035406.000000 Penalty: 1142.531616
	Iteration 52Q: 3 clusters Score -1.503541e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 282305 members 
Entering Unmasked Estep 
Score: -15035393.000000 Penalty: 1142.531616
	Iteration 53Q: 3 clusters Score -1.503539e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 282328 members 
Entering Unmasked Estep 
Score: -15035386.000000 Penalty: 1142.531616
	Iteration 54Q: 3 clusters Score -1.503539e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 282352 members 
Entering Unmasked Estep 
Score: -15035369.000000 Penalty: 1142.531616
	Iteration 55Q: 3 clusters Score -1.503537e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 282365 members 
Entering Unmasked Estep 
Score: -15035368.000000 Penalty: 1142.531616
	Iteration 56Q: 3 clusters Score -1.503537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 282381 members 
Entering Unmasked Estep 
Score: -15035376.000000 Penalty: 1142.531616
	Iteration 57Q: 3 clusters Score -1.503538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 282398 members 
Entering Unmasked Estep 
Score: -15035380.000000 Penalty: 1142.531616
	Iteration 58Q: 3 clusters Score -1.503538e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 282410 members 
Entering Unmasked Estep 
Score: -15035387.000000 Penalty: 1142.531616
	Iteration 59Q: 3 clusters Score -1.503539e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 282424 members 
Entering Unmasked Estep 
Score: -15035386.000000 Penalty: 1142.531616
	Iteration 60F: 3 clusters Score -1.503539e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 282434 members 
Entering Unmasked Estep 
Score: -15035374.000000 Penalty: 1142.531616
	Iteration 61Q: 3 clusters Score -1.503537e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 282436 members 
Entering Unmasked Estep 
Score: -15035371.000000 Penalty: 1142.531616
	Iteration 62Q: 3 clusters Score -1.503537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 282440 members 
Entering Unmasked Estep 
Score: -15035389.000000 Penalty: 1142.531616
	Iteration 63Q: 3 clusters Score -1.503539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 282450 members 
Entering Unmasked Estep 
Score: -15035387.000000 Penalty: 1142.531616
	Iteration 64Q: 3 clusters Score -1.503539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 282460 members 
Entering Unmasked Estep 
Score: -15035371.000000 Penalty: 1142.531616
	Iteration 65Q: 3 clusters Score -1.503537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 282467 members 
Entering Unmasked Estep 
Score: -15035375.000000 Penalty: 1142.531616
	Iteration 66Q: 3 clusters Score -1.503538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 282477 members 
Entering Unmasked Estep 
Score: -15035375.000000 Penalty: 1142.531616
	Iteration 67Q: 3 clusters Score -1.503538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 282483 members 
Entering Unmasked Estep 
Score: -15035383.000000 Penalty: 1142.531616
	Iteration 68Q: 3 clusters Score -1.503538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 282488 members 
Entering Unmasked Estep 
Score: -15035379.000000 Penalty: 1142.531616
	Iteration 69Q: 3 clusters Score -1.503538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 282496 members 
Entering Unmasked Estep 
Score: -15035381.000000 Penalty: 1142.531616
	Iteration 70Q: 3 clusters Score -1.503538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 282503 members 
Entering Unmasked Estep 
Score: -15035374.000000 Penalty: 1142.531616
	Iteration 71Q: 3 clusters Score -1.503537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 282506 members 
Entering Unmasked Estep 
Score: -15035378.000000 Penalty: 1142.531616
	Iteration 72Q: 3 clusters Score -1.503538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 282507 members 
Entering Unmasked Estep 
Score: -15035386.000000 Penalty: 1142.531616
	Iteration 73Q: 3 clusters Score -1.503539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 282515 members 
Entering Unmasked Estep 
Score: -15035388.000000 Penalty: 1142.531616
	Iteration 74Q: 3 clusters Score -1.503539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 282524 members 
Entering Unmasked Estep 
Score: -15035385.000000 Penalty: 1142.531616
	Iteration 75Q: 3 clusters Score -1.503538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 282525 members 
Entering Unmasked Estep 
Score: -15035375.000000 Penalty: 1142.531616
	Iteration 76Q: 3 clusters Score -1.503538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 282528 members 
Entering Unmasked Estep 
Score: -15035384.000000 Penalty: 1142.531616
	Iteration 77Q: 3 clusters Score -1.503538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 282529 members 
Entering Unmasked Estep 
Score: -15035383.000000 Penalty: 1142.531616
	Iteration 78Q: 3 clusters Score -1.503538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 282534 members 
Entering Unmasked Estep 
Score: -15035387.000000 Penalty: 1142.531616
	Iteration 79Q: 3 clusters Score -1.503539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 282535 members 
Entering Unmasked Estep 
Score: -15035381.000000 Penalty: 1142.531616
	Iteration 80F: 3 clusters Score -1.503538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 282536 members 
Entering Unmasked Estep 
Score: -15035385.000000 Penalty: 1142.531616
	Iteration 81Q: 3 clusters Score -1.503538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 282539 members 
Entering Unmasked Estep 
Score: -15035380.000000 Penalty: 1142.531616
	Iteration 82Q: 3 clusters Score -1.503538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 282544 members 
Entering Unmasked Estep 
Score: -15035382.000000 Penalty: 1142.531616
	Iteration 83Q: 3 clusters Score -1.503538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 282548 members 
Entering Unmasked Estep 
Score: -15035381.000000 Penalty: 1142.531616
	Iteration 84Q: 3 clusters Score -1.503538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 282550 members 
Entering Unmasked Estep 
Score: -15035382.000000 Penalty: 1142.531616
	Iteration 85Q: 3 clusters Score -1.503538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 282555 members 
Entering Unmasked Estep 
Score: -15035382.000000 Penalty: 1142.531616
	Iteration 86Q: 3 clusters Score -1.503538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 282559 members 
Entering Unmasked Estep 
Score: -15035392.000000 Penalty: 1142.531616
	Iteration 87Q: 3 clusters Score -1.503539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 282570 members 
Entering Unmasked Estep 
Score: -15035384.000000 Penalty: 1142.531616
	Iteration 88Q: 3 clusters Score -1.503538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 282581 members 
Entering Unmasked Estep 
Score: -15035380.000000 Penalty: 1142.531616
	Iteration 89Q: 3 clusters Score -1.503538e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 282590 members 
Entering Unmasked Estep 
Score: -15035375.000000 Penalty: 1142.531616
	Iteration 90Q: 3 clusters Score -1.503538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 282593 members 
Entering Unmasked Estep 
Score: -15035386.000000 Penalty: 1142.531616
	Iteration 91Q: 3 clusters Score -1.503539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 282595 members 
Entering Unmasked Estep 
Score: -15035384.000000 Penalty: 1142.531616
	Iteration 92Q: 3 clusters Score -1.503538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 282600 members 
Entering Unmasked Estep 
Score: -15035386.000000 Penalty: 1142.531616
	Iteration 93Q: 3 clusters Score -1.503539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 282599 members 
Entering Unmasked Estep 
Score: -15035385.000000 Penalty: 1142.531616
	Iteration 94Q: 3 clusters Score -1.503538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 282599 members 
Entering Unmasked Estep 
Score: -15035394.000000 Penalty: 1142.531616
	Iteration 95Q: 3 clusters Score -1.503539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 282598 members 
Entering Unmasked Estep 
Score: -15035388.000000 Penalty: 1142.531616
	Iteration 96Q: 3 clusters Score -1.503539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 282599 members 
Entering Unmasked Estep 
Score: -15035383.000000 Penalty: 1142.531616
	Iteration 97Q: 3 clusters Score -1.503538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 282601 members 
Entering Unmasked Estep 
Score: -15035382.000000 Penalty: 1142.531616
	Iteration 98Q: 3 clusters Score -1.503538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 282605 members 
Entering Unmasked Estep 
Score: -15035379.000000 Penalty: 1142.531616
	Iteration 99Q: 3 clusters Score -1.503538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 282607 members 
Entering Unmasked Estep 
Score: -15035390.000000 Penalty: 1142.531616
	Iteration 100F: 3 clusters Score -1.503539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 282612 members 
Entering Unmasked Estep 
Score: -15035393.000000 Penalty: 1142.531616
	Iteration 101Q: 3 clusters Score -1.503539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 282616 members 
Entering Unmasked Estep 
Score: -15035383.000000 Penalty: 1142.531616
	Iteration 102Q: 3 clusters Score -1.503538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 282621 members 
Entering Unmasked Estep 
Score: -15035379.000000 Penalty: 1142.531616
	Iteration 103Q: 3 clusters Score -1.503538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 282621 members 
Entering Unmasked Estep 
Score: -15035377.000000 Penalty: 1142.531616
	Iteration 104Q: 3 clusters Score -1.503538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 282621 members 
Entering Unmasked Estep 
Score: -15035377.000000 Penalty: 1142.531616
	Iteration 105F: 3 clusters Score -1.503538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 42043 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 841 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 46144 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 282621 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4625 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 20 contains 132423 members 
Mstep: Class 21 contains 679 members 
Entering Unmasked Estep 
Score: -27452890.000000 Penalty: 11402.734375
Splitting cluster 6 changes total score from -27452802.000000 to -27452890.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 7 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -5896.267090 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -5896.267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5656.807129 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -5656.807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5706.411621 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -5706.412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5722.670898 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -5722.671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5730.347656 Penalty: 453.508209
	Iteration 3F: 3 clusters Score -5730.348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -27598.693359 Penalty: 306.423920
	Iteration 0F: 2 clusters Score -27598.69 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 390 members 
Entering Unmasked Estep 
Score: -27002.525391 Penalty: 612.847839
	Iteration 0F: 3 clusters Score -27002.53 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -28365.011719 Penalty: 612.847839
	Iteration 1F: 3 clusters Score -28365.01 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -29092.037109 Penalty: 612.847839
	Iteration 2F: 3 clusters Score -29092.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -29450.363281 Penalty: 612.847839
	Iteration 3Q: 3 clusters Score -29450.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -29564.513672 Penalty: 612.847839
	Iteration 4Q: 3 clusters Score -29564.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -29714.820312 Penalty: 612.847839
	Iteration 5Q: 3 clusters Score -29714.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -29962.912109 Penalty: 612.847839
	Iteration 6Q: 3 clusters Score -29962.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -30058.544922 Penalty: 612.847839
	Iteration 7Q: 3 clusters Score -30058.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -30166.181641 Penalty: 612.847839
	Iteration 8Q: 3 clusters Score -30166.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -30224.439453 Penalty: 612.847839
	Iteration 9Q: 3 clusters Score -30224.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -30298.890625 Penalty: 612.847839
	Iteration 10Q: 3 clusters Score -30298.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -30316.623047 Penalty: 612.847839
	Iteration 11Q: 3 clusters Score -30316.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -30425.687500 Penalty: 612.847839
	Iteration 12Q: 3 clusters Score -30425.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -30481.189453 Penalty: 612.847839
	Iteration 13Q: 3 clusters Score -30481.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -30580.144531 Penalty: 612.847839
	Iteration 14Q: 3 clusters Score -30580.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -30580.144531 Penalty: 612.847839
	Iteration 15F: 3 clusters Score -30580.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 42043 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 46144 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 282621 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4625 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 20 contains 132423 members 
Mstep: Class 21 contains 679 members 
Entering Unmasked Estep 
Score: -27455554.000000 Penalty: 12002.878906
Splitting cluster 8 changes total score from -27452802.000000 to -27455554.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 9 (2826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Entering Unmasked Estep 
Score: -117531.640625 Penalty: 361.571106
	Iteration 0F: 2 clusters Score -117531.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -115577.625000 Penalty: 723.142212
	Iteration 0F: 3 clusters Score -115577.6 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -116832.468750 Penalty: 723.142212
	Iteration 1F: 3 clusters Score -116832.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -117552.656250 Penalty: 723.142212
	Iteration 2F: 3 clusters Score -117552.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -117999.906250 Penalty: 723.142212
	Iteration 3F: 3 clusters Score -117999.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -118314.789062 Penalty: 723.142212
	Iteration 4F: 3 clusters Score -118314.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -118601.132812 Penalty: 723.142212
	Iteration 5F: 3 clusters Score -118601.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -118819.093750 Penalty: 723.142212
	Iteration 6Q: 3 clusters Score -118819.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -118972.515625 Penalty: 723.142212
	Iteration 7Q: 3 clusters Score -118972.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -119067.703125 Penalty: 723.142212
	Iteration 8Q: 3 clusters Score -119067.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -119106.484375 Penalty: 723.142212
	Iteration 9Q: 3 clusters Score -119106.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -119113.632812 Penalty: 723.142212
	Iteration 10Q: 3 clusters Score -119113.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -119118.046875 Penalty: 723.142212
	Iteration 11Q: 3 clusters Score -119118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -119120.382812 Penalty: 723.142212
	Iteration 12Q: 3 clusters Score -119120.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -119122.960938 Penalty: 723.142212
	Iteration 13Q: 3 clusters Score -119123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -119124.140625 Penalty: 723.142212
	Iteration 14Q: 3 clusters Score -119124.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -119127.234375 Penalty: 723.142212
	Iteration 15Q: 3 clusters Score -119127.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -119128.875000 Penalty: 723.142212
	Iteration 16Q: 3 clusters Score -119128.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -119130.460938 Penalty: 723.142212
	Iteration 17Q: 3 clusters Score -119130.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -119133.648438 Penalty: 723.142212
	Iteration 18Q: 3 clusters Score -119133.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -119141.187500 Penalty: 723.142212
	Iteration 19Q: 3 clusters Score -119141.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -119143.671875 Penalty: 723.142212
	Iteration 20F: 3 clusters Score -119143.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -119144.179688 Penalty: 723.142212
	Iteration 21Q: 3 clusters Score -119144.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -119145.312500 Penalty: 723.142212
	Iteration 22Q: 3 clusters Score -119145.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -119146.312500 Penalty: 723.142212
	Iteration 23Q: 3 clusters Score -119146.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -119146.484375 Penalty: 723.142212
	Iteration 24Q: 3 clusters Score -119146.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -119146.718750 Penalty: 723.142212
	Iteration 25Q: 3 clusters Score -119146.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -119146.796875 Penalty: 723.142212
	Iteration 26Q: 3 clusters Score -119146.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -119146.796875 Penalty: 723.142212
	Iteration 27F: 3 clusters Score -119146.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 42043 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 46144 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 282621 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4625 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 132423 members 
Mstep: Class 21 contains 679 members 
Entering Unmasked Estep 
Score: -27456910.000000 Penalty: 12603.022461
Splitting cluster 9 changes total score from -27452802.000000 to -27456910.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 10 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -18721.390625 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -18721.39 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 209 members 
Entering Unmasked Estep 
Score: -18282.902344 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -18282.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18410.849609 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -18410.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18439.515625 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -18439.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18451.792969 Penalty: 546.578186
	Iteration 3Q: 3 clusters Score -18451.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18466.921875 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -18466.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18498.462891 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -18498.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18545.951172 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -18545.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18657.033203 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -18657.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18773.703125 Penalty: 546.578186
	Iteration 8F: 3 clusters Score -18773.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18832.732422 Penalty: 546.578186
	Iteration 9F: 3 clusters Score -18832.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18849.806641 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -18849.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18856.328125 Penalty: 546.578186
	Iteration 11Q: 3 clusters Score -18856.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18862.544922 Penalty: 546.578186
	Iteration 12Q: 3 clusters Score -18862.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18866.802734 Penalty: 546.578186
	Iteration 13Q: 3 clusters Score -18866.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18869.419922 Penalty: 546.578186
	Iteration 14Q: 3 clusters Score -18869.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18873.777344 Penalty: 546.578186
	Iteration 15Q: 3 clusters Score -18873.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18877.355469 Penalty: 546.578186
	Iteration 16Q: 3 clusters Score -18877.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18877.355469 Penalty: 546.578186
	Iteration 17F: 3 clusters Score -18877.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 42043 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 268 members 
Mstep: Class 11 contains 46144 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 282621 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4625 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 132423 members 
Mstep: Class 21 contains 679 members 
Mstep: Class 22 contains 138 members 
Entering Unmasked Estep 
Score: -27456742.000000 Penalty: 13203.166992
Splitting cluster 10 changes total score from -27452802.000000 to -27456742.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (46144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Entering Unmasked Estep 
Score: -2343549.750000 Penalty: 488.648254
	Iteration 0F: 2 clusters Score -2343550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2312678.750000 Penalty: 977.296509
	Iteration 0F: 3 clusters Score -2312679 nChanged 22290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -2327494.750000 Penalty: 977.296509
	Iteration 1F: 3 clusters Score -2327495 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -2329841.500000 Penalty: 977.296509
	Iteration 2F: 3 clusters Score -2329842 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -2332840.250000 Penalty: 977.296509
	Iteration 3F: 3 clusters Score -2332840 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -2335850.250000 Penalty: 977.296509
	Iteration 4F: 3 clusters Score -2335850 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -2338566.000000 Penalty: 977.296509
	Iteration 5F: 3 clusters Score -2338566 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -2340670.750000 Penalty: 977.296509
	Iteration 6Q: 3 clusters Score -2340671 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -2342056.750000 Penalty: 977.296509
	Iteration 7Q: 3 clusters Score -2342057 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -2342734.250000 Penalty: 977.296509
	Iteration 8Q: 3 clusters Score -2342734 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -2342966.250000 Penalty: 977.296509
	Iteration 9Q: 3 clusters Score -2342966 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -2343045.750000 Penalty: 977.296509
	Iteration 10Q: 3 clusters Score -2343046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -2343105.250000 Penalty: 977.296509
	Iteration 11Q: 3 clusters Score -2343105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -2343122.250000 Penalty: 977.296509
	Iteration 12Q: 3 clusters Score -2343122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -2343127.250000 Penalty: 977.296509
	Iteration 13Q: 3 clusters Score -2343127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -2343129.000000 Penalty: 977.296509
	Iteration 14Q: 3 clusters Score -2343129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -2343132.250000 Penalty: 977.296509
	Iteration 15Q: 3 clusters Score -2343132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -2343132.250000 Penalty: 977.296509
	Iteration 16F: 3 clusters Score -2343132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -162732.515625 Penalty: 365.884308
	Iteration 0F: 2 clusters Score -162732.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -160561.281250 Penalty: 731.768616
	Iteration 0F: 3 clusters Score -160561.3 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -161333.531250 Penalty: 731.768616
	Iteration 1F: 3 clusters Score -161333.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -161504.812500 Penalty: 731.768616
	Iteration 2F: 3 clusters Score -161504.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -161680.125000 Penalty: 731.768616
	Iteration 3F: 3 clusters Score -161680.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -161856.218750 Penalty: 731.768616
	Iteration 4F: 3 clusters Score -161856.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -161979.203125 Penalty: 731.768616
	Iteration 5F: 3 clusters Score -161979.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -162044.421875 Penalty: 731.768616
	Iteration 6Q: 3 clusters Score -162044.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -162087.500000 Penalty: 731.768616
	Iteration 7Q: 3 clusters Score -162087.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -162124.750000 Penalty: 731.768616
	Iteration 8Q: 3 clusters Score -162124.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -162146.750000 Penalty: 731.768616
	Iteration 9Q: 3 clusters Score -162146.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -162159.312500 Penalty: 731.768616
	Iteration 10Q: 3 clusters Score -162159.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -162162.734375 Penalty: 731.768616
	Iteration 11Q: 3 clusters Score -162162.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -162164.093750 Penalty: 731.768616
	Iteration 12Q: 3 clusters Score -162164.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -162165.531250 Penalty: 731.768616
	Iteration 13Q: 3 clusters Score -162165.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -162167.468750 Penalty: 731.768616
	Iteration 14Q: 3 clusters Score -162167.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -162169.031250 Penalty: 731.768616
	Iteration 15Q: 3 clusters Score -162169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -162171.031250 Penalty: 731.768616
	Iteration 16Q: 3 clusters Score -162171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -162172.640625 Penalty: 731.768616
	Iteration 17Q: 3 clusters Score -162172.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -162174.890625 Penalty: 731.768616
	Iteration 18Q: 3 clusters Score -162174.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -162177.703125 Penalty: 731.768616
	Iteration 19Q: 3 clusters Score -162177.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -162179.593750 Penalty: 731.768616
	Iteration 20F: 3 clusters Score -162179.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -162181.562500 Penalty: 731.768616
	Iteration 21Q: 3 clusters Score -162181.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -162182.703125 Penalty: 731.768616
	Iteration 22Q: 3 clusters Score -162182.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -162183.343750 Penalty: 731.768616
	Iteration 23Q: 3 clusters Score -162183.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -162183.609375 Penalty: 731.768616
	Iteration 24Q: 3 clusters Score -162183.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -162184.078125 Penalty: 731.768616
	Iteration 25Q: 3 clusters Score -162184.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -162184.875000 Penalty: 731.768616
	Iteration 26Q: 3 clusters Score -162184.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -162185.031250 Penalty: 731.768616
	Iteration 27Q: 3 clusters Score -162185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -162185.484375 Penalty: 731.768616
	Iteration 28Q: 3 clusters Score -162185.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -162185.375000 Penalty: 731.768616
	Iteration 29Q: 3 clusters Score -162185.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -162185.578125 Penalty: 731.768616
	Iteration 30Q: 3 clusters Score -162185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -162185.703125 Penalty: 731.768616
	Iteration 31Q: 3 clusters Score -162185.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -162186.250000 Penalty: 731.768616
	Iteration 32Q: 3 clusters Score -162186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -162186.406250 Penalty: 731.768616
	Iteration 33Q: 3 clusters Score -162186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -162187.109375 Penalty: 731.768616
	Iteration 34Q: 3 clusters Score -162187.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -162187.109375 Penalty: 731.768616
	Iteration 35F: 3 clusters Score -162187.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -112797.671875 Penalty: 351.782898
	Iteration 0F: 2 clusters Score -112797.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -111197.492188 Penalty: 703.565796
	Iteration 0F: 3 clusters Score -111197.5 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -111891.101562 Penalty: 703.565796
	Iteration 1F: 3 clusters Score -111891.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -112138.125000 Penalty: 703.565796
	Iteration 2F: 3 clusters Score -112138.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -112311.976562 Penalty: 703.565796
	Iteration 3F: 3 clusters Score -112312 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -112432.882812 Penalty: 703.565796
	Iteration 4F: 3 clusters Score -112432.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -112546.328125 Penalty: 703.565796
	Iteration 5Q: 3 clusters Score -112546.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -112668.781250 Penalty: 703.565796
	Iteration 6Q: 3 clusters Score -112668.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -112763.132812 Penalty: 703.565796
	Iteration 7Q: 3 clusters Score -112763.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -112867.062500 Penalty: 703.565796
	Iteration 8Q: 3 clusters Score -112867.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -112946.414062 Penalty: 703.565796
	Iteration 9Q: 3 clusters Score -112946.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -113007.101562 Penalty: 703.565796
	Iteration 10Q: 3 clusters Score -113007.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -113071.664062 Penalty: 703.565796
	Iteration 11Q: 3 clusters Score -113071.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -113113.617188 Penalty: 703.565796
	Iteration 12Q: 3 clusters Score -113113.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -113134.781250 Penalty: 703.565796
	Iteration 13Q: 3 clusters Score -113134.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -113144.476562 Penalty: 703.565796
	Iteration 14Q: 3 clusters Score -113144.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -113150.250000 Penalty: 703.565796
	Iteration 15Q: 3 clusters Score -113150.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -113154.054688 Penalty: 703.565796
	Iteration 16Q: 3 clusters Score -113154.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -113157.328125 Penalty: 703.565796
	Iteration 17Q: 3 clusters Score -113157.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -113159.250000 Penalty: 703.565796
	Iteration 18Q: 3 clusters Score -113159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -113160.156250 Penalty: 703.565796
	Iteration 19Q: 3 clusters Score -113160.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -113161.625000 Penalty: 703.565796
	Iteration 20F: 3 clusters Score -113161.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -113163.195312 Penalty: 703.565796
	Iteration 21Q: 3 clusters Score -113163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -113164.609375 Penalty: 703.565796
	Iteration 22Q: 3 clusters Score -113164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -113165.687500 Penalty: 703.565796
	Iteration 23Q: 3 clusters Score -113165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -113165.937500 Penalty: 703.565796
	Iteration 24Q: 3 clusters Score -113165.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -113166.195312 Penalty: 703.565796
	Iteration 25Q: 3 clusters Score -113166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -113166.492188 Penalty: 703.565796
	Iteration 26Q: 3 clusters Score -113166.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -113166.789062 Penalty: 703.565796
	Iteration 27Q: 3 clusters Score -113166.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -113166.843750 Penalty: 703.565796
	Iteration 28Q: 3 clusters Score -113166.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -113166.843750 Penalty: 703.565796
	Iteration 29F: 3 clusters Score -113166.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 42043 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 268 members 
Mstep: Class 11 contains 46144 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 282621 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4625 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 132423 members 
Mstep: Class 21 contains 679 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 1719 members 
Entering Unmasked Estep 
Score: -27456848.000000 Penalty: 13803.310547
Splitting cluster 13 changes total score from -27452802.000000 to -27456848.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -18131.107422 Penalty: 271.808350
	Iteration 0F: 2 clusters Score -18131.11 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 194 members 
Entering Unmasked Estep 
Score: -17713.876953 Penalty: 543.616699
	Iteration 0F: 3 clusters Score -17713.88 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17838.421875 Penalty: 543.616699
	Iteration 1F: 3 clusters Score -17838.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17863.126953 Penalty: 543.616699
	Iteration 2F: 3 clusters Score -17863.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17872.955078 Penalty: 543.616699
	Iteration 3Q: 3 clusters Score -17872.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17879.302734 Penalty: 543.616699
	Iteration 4Q: 3 clusters Score -17879.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -17883.701172 Penalty: 543.616699
	Iteration 5Q: 3 clusters Score -17883.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17885.914062 Penalty: 543.616699
	Iteration 6Q: 3 clusters Score -17885.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -17890.083984 Penalty: 543.616699
	Iteration 7Q: 3 clusters Score -17890.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17892.558594 Penalty: 543.616699
	Iteration 8Q: 3 clusters Score -17892.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17893.605469 Penalty: 543.616699
	Iteration 9Q: 3 clusters Score -17893.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17894.773438 Penalty: 543.616699
	Iteration 10Q: 3 clusters Score -17894.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -17895.402344 Penalty: 543.616699
	Iteration 11Q: 3 clusters Score -17895.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17895.921875 Penalty: 543.616699
	Iteration 12Q: 3 clusters Score -17895.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17896.646484 Penalty: 543.616699
	Iteration 13Q: 3 clusters Score -17896.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17896.646484 Penalty: 543.616699
	Iteration 14F: 3 clusters Score -17896.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -221676.171875 Penalty: 383.985046
	Iteration 0F: 2 clusters Score -221676.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -218765.390625 Penalty: 767.970093
	Iteration 0F: 3 clusters Score -218765.4 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -225312.781250 Penalty: 767.970093
	Iteration 1F: 3 clusters Score -225312.8 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -228482.390625 Penalty: 767.970093
	Iteration 2F: 3 clusters Score -228482.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -228951.968750 Penalty: 767.970093
	Iteration 3F: 3 clusters Score -228952 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -229066.625000 Penalty: 767.970093
	Iteration 4Q: 3 clusters Score -229066.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -229137.875000 Penalty: 767.970093
	Iteration 5Q: 3 clusters Score -229137.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -229283.109375 Penalty: 767.970093
	Iteration 6Q: 3 clusters Score -229283.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -229359.703125 Penalty: 767.970093
	Iteration 7Q: 3 clusters Score -229359.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -229401.828125 Penalty: 767.970093
	Iteration 8Q: 3 clusters Score -229401.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -229486.703125 Penalty: 767.970093
	Iteration 9Q: 3 clusters Score -229486.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -229567.625000 Penalty: 767.970093
	Iteration 10Q: 3 clusters Score -229567.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -229615.062500 Penalty: 767.970093
	Iteration 11Q: 3 clusters Score -229615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -229616.328125 Penalty: 767.970093
	Iteration 12Q: 3 clusters Score -229616.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -229620.921875 Penalty: 767.970093
	Iteration 13Q: 3 clusters Score -229620.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -229620.921875 Penalty: 767.970093
	Iteration 14F: 3 clusters Score -229620.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 42043 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 268 members 
Mstep: Class 11 contains 46144 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 282621 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4163 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 132423 members 
Mstep: Class 21 contains 679 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 1719 members 
Mstep: Class 24 contains 462 members 
Entering Unmasked Estep 
Score: -27464584.000000 Penalty: 14403.454102
Splitting cluster 17 changes total score from -27452802.000000 to -27464584.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -27329.810547 Penalty: 288.806213
	Iteration 0F: 2 clusters Score -27329.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -26810.710938 Penalty: 577.612427
	Iteration 0F: 3 clusters Score -26810.71 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26947.996094 Penalty: 577.612427
	Iteration 1F: 3 clusters Score -26948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26981.150391 Penalty: 577.612427
	Iteration 2F: 3 clusters Score -26981.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -26994.693359 Penalty: 577.612427
	Iteration 3Q: 3 clusters Score -26994.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27003.003906 Penalty: 577.612427
	Iteration 4Q: 3 clusters Score -27003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27011.070312 Penalty: 577.612427
	Iteration 5Q: 3 clusters Score -27011.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27018.937500 Penalty: 577.612427
	Iteration 6Q: 3 clusters Score -27018.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27021.957031 Penalty: 577.612427
	Iteration 7Q: 3 clusters Score -27021.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27023.775391 Penalty: 577.612427
	Iteration 8Q: 3 clusters Score -27023.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27026.419922 Penalty: 577.612427
	Iteration 9Q: 3 clusters Score -27026.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27029.023438 Penalty: 577.612427
	Iteration 10Q: 3 clusters Score -27029.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27029.648438 Penalty: 577.612427
	Iteration 11Q: 3 clusters Score -27029.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27029.796875 Penalty: 577.612427
	Iteration 12Q: 3 clusters Score -27029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27029.796875 Penalty: 577.612427
	Iteration 13F: 3 clusters Score -27029.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (132423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132423 members 
Entering Unmasked Estep 
Score: -7134276.000000 Penalty: 536.615906
	Iteration 0F: 2 clusters Score -7134276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 66305 members 
Entering Unmasked Estep 
Score: -7044734.500000 Penalty: 1073.231812
	Iteration 0F: 3 clusters Score -7044734 nChanged 64844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -7083997.500000 Penalty: 1073.231812
	Iteration 1F: 3 clusters Score -7083998 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64982 members 
Mstep: Class 2 contains 67441 members 
Entering Unmasked Estep 
Score: -7086211.000000 Penalty: 1073.231812
	Iteration 2Q: 3 clusters Score -7086211 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 69252 members 
Entering Unmasked Estep 
Score: -7089219.500000 Penalty: 1073.231812
	Iteration 3F: 3 clusters Score -7089220 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -7093510.500000 Penalty: 1073.231812
	Iteration 4F: 3 clusters Score -7093510 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -7099260.000000 Penalty: 1073.231812
	Iteration 5F: 3 clusters Score -7099260 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 79984 members 
Entering Unmasked Estep 
Score: -7105936.000000 Penalty: 1073.231812
	Iteration 6F: 3 clusters Score -7105936 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -7112222.000000 Penalty: 1073.231812
	Iteration 7F: 3 clusters Score -7112222 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
Score: -7116512.000000 Penalty: 1073.231812
	Iteration 8F: 3 clusters Score -7116512 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 88908 members 
Entering Unmasked Estep 
Score: -7118896.500000 Penalty: 1073.231812
	Iteration 9Q: 3 clusters Score -7118896 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 91026 members 
Entering Unmasked Estep 
Score: -7120143.500000 Penalty: 1073.231812
	Iteration 10Q: 3 clusters Score -7120144 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 93164 members 
Entering Unmasked Estep 
Score: -7121131.500000 Penalty: 1073.231812
	Iteration 11Q: 3 clusters Score -7121132 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 95266 members 
Entering Unmasked Estep 
Score: -7121979.500000 Penalty: 1073.231812
	Iteration 12Q: 3 clusters Score -7121980 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 97340 members 
Entering Unmasked Estep 
Score: -7122926.000000 Penalty: 1073.231812
	Iteration 13Q: 3 clusters Score -7122926 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 99381 members 
Entering Unmasked Estep 
Score: -7123758.500000 Penalty: 1073.231812
	Iteration 14Q: 3 clusters Score -7123758 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 101454 members 
Entering Unmasked Estep 
Score: -7124667.500000 Penalty: 1073.231812
	Iteration 15Q: 3 clusters Score -7124668 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 103555 members 
Entering Unmasked Estep 
Score: -7125547.500000 Penalty: 1073.231812
	Iteration 16Q: 3 clusters Score -7125548 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 105592 members 
Entering Unmasked Estep 
Score: -7126469.000000 Penalty: 1073.231812
	Iteration 17Q: 3 clusters Score -7126469 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -7127430.000000 Penalty: 1073.231812
	Iteration 18Q: 3 clusters Score -7127430 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 109494 members 
Entering Unmasked Estep 
Score: -7128322.500000 Penalty: 1073.231812
	Iteration 19Q: 3 clusters Score -7128322 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 111307 members 
Entering Unmasked Estep 
Score: -7129099.000000 Penalty: 1073.231812
	Iteration 20F: 3 clusters Score -7129099 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 112935 members 
Entering Unmasked Estep 
Score: -7129844.000000 Penalty: 1073.231812
	Iteration 21Q: 3 clusters Score -7129844 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 114406 members 
Entering Unmasked Estep 
Score: -7130373.000000 Penalty: 1073.231812
	Iteration 22Q: 3 clusters Score -7130373 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 115763 members 
Entering Unmasked Estep 
Score: -7130833.000000 Penalty: 1073.231812
	Iteration 23Q: 3 clusters Score -7130833 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 117046 members 
Entering Unmasked Estep 
Score: -7131290.500000 Penalty: 1073.231812
	Iteration 24Q: 3 clusters Score -7131290 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 118246 members 
Entering Unmasked Estep 
Score: -7131698.000000 Penalty: 1073.231812
	Iteration 25Q: 3 clusters Score -7131698 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 119295 members 
Entering Unmasked Estep 
Score: -7132048.000000 Penalty: 1073.231812
	Iteration 26Q: 3 clusters Score -7132048 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 120304 members 
Entering Unmasked Estep 
Score: -7132346.500000 Penalty: 1073.231812
	Iteration 27Q: 3 clusters Score -7132346 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 121193 members 
Entering Unmasked Estep 
Score: -7132653.000000 Penalty: 1073.231812
	Iteration 28Q: 3 clusters Score -7132653 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 122005 members 
Entering Unmasked Estep 
Score: -7132859.000000 Penalty: 1073.231812
	Iteration 29Q: 3 clusters Score -7132859 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 122734 members 
Entering Unmasked Estep 
Score: -7133060.000000 Penalty: 1073.231812
	Iteration 30Q: 3 clusters Score -7133060 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 123370 members 
Entering Unmasked Estep 
Score: -7133218.000000 Penalty: 1073.231812
	Iteration 31Q: 3 clusters Score -7133218 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 123940 members 
Entering Unmasked Estep 
Score: -7133406.500000 Penalty: 1073.231812
	Iteration 32Q: 3 clusters Score -7133406 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 124473 members 
Entering Unmasked Estep 
Score: -7133525.500000 Penalty: 1073.231812
	Iteration 33Q: 3 clusters Score -7133526 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 124959 members 
Entering Unmasked Estep 
Score: -7133628.500000 Penalty: 1073.231812
	Iteration 34Q: 3 clusters Score -7133628 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 125393 members 
Entering Unmasked Estep 
Score: -7133754.500000 Penalty: 1073.231812
	Iteration 35Q: 3 clusters Score -7133754 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 125794 members 
Entering Unmasked Estep 
Score: -7133868.000000 Penalty: 1073.231812
	Iteration 36Q: 3 clusters Score -7133868 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 126198 members 
Entering Unmasked Estep 
Score: -7133898.000000 Penalty: 1073.231812
	Iteration 37Q: 3 clusters Score -7133898 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 126578 members 
Entering Unmasked Estep 
Score: -7134021.000000 Penalty: 1073.231812
	Iteration 38Q: 3 clusters Score -7134021 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 126946 members 
Entering Unmasked Estep 
Score: -7134120.500000 Penalty: 1073.231812
	Iteration 39Q: 3 clusters Score -7134120 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 127282 members 
Entering Unmasked Estep 
Score: -7134189.000000 Penalty: 1073.231812
	Iteration 40F: 3 clusters Score -7134189 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 127586 members 
Entering Unmasked Estep 
Score: -7134295.000000 Penalty: 1073.231812
	Iteration 41Q: 3 clusters Score -7134295 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 127854 members 
Entering Unmasked Estep 
Score: -7134317.000000 Penalty: 1073.231812
	Iteration 42Q: 3 clusters Score -7134317 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 128080 members 
Entering Unmasked Estep 
Score: -7134366.000000 Penalty: 1073.231812
	Iteration 43Q: 3 clusters Score -7134366 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 128289 members 
Entering Unmasked Estep 
Score: -7134392.500000 Penalty: 1073.231812
	Iteration 44Q: 3 clusters Score -7134392 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 128458 members 
Entering Unmasked Estep 
Score: -7134437.500000 Penalty: 1073.231812
	Iteration 45Q: 3 clusters Score -7134438 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 128638 members 
Entering Unmasked Estep 
Score: -7134467.000000 Penalty: 1073.231812
	Iteration 46Q: 3 clusters Score -7134467 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 128804 members 
Entering Unmasked Estep 
Score: -7134506.500000 Penalty: 1073.231812
	Iteration 47Q: 3 clusters Score -7134506 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 128953 members 
Entering Unmasked Estep 
Score: -7134552.500000 Penalty: 1073.231812
	Iteration 48Q: 3 clusters Score -7134552 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 129085 members 
Entering Unmasked Estep 
Score: -7134572.000000 Penalty: 1073.231812
	Iteration 49Q: 3 clusters Score -7134572 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 129210 members 
Entering Unmasked Estep 
Score: -7134584.500000 Penalty: 1073.231812
	Iteration 50Q: 3 clusters Score -7134584 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 129322 members 
Entering Unmasked Estep 
Score: -7134593.000000 Penalty: 1073.231812
	Iteration 51Q: 3 clusters Score -7134593 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 129432 members 
Entering Unmasked Estep 
Score: -7134591.500000 Penalty: 1073.231812
	Iteration 52Q: 3 clusters Score -7134592 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 129543 members 
Entering Unmasked Estep 
Score: -7134586.500000 Penalty: 1073.231812
	Iteration 53Q: 3 clusters Score -7134586 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 129640 members 
Entering Unmasked Estep 
Score: -7134596.500000 Penalty: 1073.231812
	Iteration 54Q: 3 clusters Score -7134596 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 129715 members 
Entering Unmasked Estep 
Score: -7134601.500000 Penalty: 1073.231812
	Iteration 55Q: 3 clusters Score -7134602 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 129795 members 
Entering Unmasked Estep 
Score: -7134606.500000 Penalty: 1073.231812
	Iteration 56Q: 3 clusters Score -7134606 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 129875 members 
Entering Unmasked Estep 
Score: -7134632.500000 Penalty: 1073.231812
	Iteration 57Q: 3 clusters Score -7134632 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 129949 members 
Entering Unmasked Estep 
Score: -7134651.000000 Penalty: 1073.231812
	Iteration 58Q: 3 clusters Score -7134651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 130013 members 
Entering Unmasked Estep 
Score: -7134667.000000 Penalty: 1073.231812
	Iteration 59Q: 3 clusters Score -7134667 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 130063 members 
Entering Unmasked Estep 
Score: -7134671.500000 Penalty: 1073.231812
	Iteration 60F: 3 clusters Score -7134672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 130098 members 
Entering Unmasked Estep 
Score: -7134674.500000 Penalty: 1073.231812
	Iteration 61Q: 3 clusters Score -7134674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 130129 members 
Entering Unmasked Estep 
Score: -7134686.000000 Penalty: 1073.231812
	Iteration 62Q: 3 clusters Score -7134686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 130160 members 
Entering Unmasked Estep 
Score: -7134695.000000 Penalty: 1073.231812
	Iteration 63Q: 3 clusters Score -7134695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 130183 members 
Entering Unmasked Estep 
Score: -7134699.000000 Penalty: 1073.231812
	Iteration 64Q: 3 clusters Score -7134699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 130201 members 
Entering Unmasked Estep 
Score: -7134691.500000 Penalty: 1073.231812
	Iteration 65Q: 3 clusters Score -7134692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 130210 members 
Entering Unmasked Estep 
Score: -7134686.500000 Penalty: 1073.231812
	Iteration 66Q: 3 clusters Score -7134686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 130216 members 
Entering Unmasked Estep 
Score: -7134685.000000 Penalty: 1073.231812
	Iteration 67Q: 3 clusters Score -7134685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 130225 members 
Entering Unmasked Estep 
Score: -7134681.000000 Penalty: 1073.231812
	Iteration 68Q: 3 clusters Score -7134681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 130235 members 
Entering Unmasked Estep 
Score: -7134688.500000 Penalty: 1073.231812
	Iteration 69Q: 3 clusters Score -7134688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 130241 members 
Entering Unmasked Estep 
Score: -7134685.000000 Penalty: 1073.231812
	Iteration 70Q: 3 clusters Score -7134685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 130247 members 
Entering Unmasked Estep 
Score: -7134690.500000 Penalty: 1073.231812
	Iteration 71Q: 3 clusters Score -7134690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 130250 members 
Entering Unmasked Estep 
Score: -7134689.500000 Penalty: 1073.231812
	Iteration 72Q: 3 clusters Score -7134690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 130253 members 
Entering Unmasked Estep 
Score: -7134682.500000 Penalty: 1073.231812
	Iteration 73Q: 3 clusters Score -7134682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 130257 members 
Entering Unmasked Estep 
Score: -7134685.500000 Penalty: 1073.231812
	Iteration 74Q: 3 clusters Score -7134686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 130261 members 
Entering Unmasked Estep 
Score: -7134685.500000 Penalty: 1073.231812
	Iteration 75Q: 3 clusters Score -7134686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 130261 members 
Entering Unmasked Estep 
Score: -7134685.500000 Penalty: 1073.231812
	Iteration 76F: 3 clusters Score -7134686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 42043 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 268 members 
Mstep: Class 11 contains 46144 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 282621 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4163 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 2162 members 
Mstep: Class 21 contains 679 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 1719 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 130261 members 
Entering Unmasked Estep 
Score: -27464892.000000 Penalty: 15003.598633
Splitting cluster 20 changes total score from -27452802.000000 to -27464892.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 21 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -29845.626953 Penalty: 296.688263
	Iteration 0F: 2 clusters Score -29845.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -29287.248047 Penalty: 593.376526
	Iteration 0F: 3 clusters Score -29287.25 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -29626.558594 Penalty: 593.376526
	Iteration 1F: 3 clusters Score -29626.56 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -29712.082031 Penalty: 593.376526
	Iteration 2F: 3 clusters Score -29712.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -29762.281250 Penalty: 593.376526
	Iteration 3F: 3 clusters Score -29762.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -29800.378906 Penalty: 593.376526
	Iteration 4Q: 3 clusters Score -29800.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -29818.341797 Penalty: 593.376526
	Iteration 5Q: 3 clusters Score -29818.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -29849.033203 Penalty: 593.376526
	Iteration 6Q: 3 clusters Score -29849.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -29896.642578 Penalty: 593.376526
	Iteration 7Q: 3 clusters Score -29896.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -29940.648438 Penalty: 593.376526
	Iteration 8Q: 3 clusters Score -29940.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -29963.261719 Penalty: 593.376526
	Iteration 9Q: 3 clusters Score -29963.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -29969.208984 Penalty: 593.376526
	Iteration 10Q: 3 clusters Score -29969.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -29973.527344 Penalty: 593.376526
	Iteration 11Q: 3 clusters Score -29973.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -29980.359375 Penalty: 593.376526
	Iteration 12Q: 3 clusters Score -29980.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -29980.359375 Penalty: 593.376526
	Iteration 13F: 3 clusters Score -29980.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 42043 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 268 members 
Mstep: Class 11 contains 46144 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 282621 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4163 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 2162 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 1719 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 130261 members 
Mstep: Class 26 contains 436 members 
Entering Unmasked Estep 
Score: -27464724.000000 Penalty: 15603.742188
Splitting cluster 21 changes total score from -27452802.000000 to -27464724.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2590 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 42043 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 268 members 
Mstep: Class 11 contains 46144 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4163 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 20 contains 2162 members 
Mstep: Class 21 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465408.000000 Penalty: 15603.742188
Iteration 39Q: 27 clusters Score -2.746541e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 2588 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1386 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 42400 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 520 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 268 members 
Mstep: Class 11 contains 46358 members 
Mstep: Class 12 contains 3128 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 282680 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4185 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 1659 members 
Mstep: Class 20 contains 2228 members 
Mstep: Class 21 contains 232 members 
Mstep: Class 22 contains 131 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 439 members 
Mstep: Class 25 contains 129600 members 
Mstep: Class 26 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466344.000000 Penalty: 15603.742188
Iteration 40F: 27 clusters Score -2.746634e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2581 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1329 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 42628 members 
Mstep: Class 5 contains 3225 members 
Mstep: Class 6 contains 1063 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 271 members 
Mstep: Class 11 contains 46552 members 
Mstep: Class 12 contains 3108 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 282858 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4179 members 
Mstep: Class 18 contains 559 members 
Mstep: Class 19 contains 1658 members 
Mstep: Class 20 contains 2242 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 444 members 
Mstep: Class 25 contains 129080 members 
Mstep: Class 26 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467008.000000 Penalty: 15603.742188
Iteration 41Q: 27 clusters Score -2.746701e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 42827 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46756 members 
Mstep: Class 12 contains 3094 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 282974 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4146 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 2247 members 
Mstep: Class 21 contains 278 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 128609 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467508.000000 Penalty: 15603.742188
Iteration 42Q: 27 clusters Score -2.746751e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1280 members 
Mstep: Class 3 contains 1003 members 
Mstep: Class 4 contains 43006 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 1121 members 
Mstep: Class 7 contains 148 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46932 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 283088 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 1648 members 
Mstep: Class 20 contains 2240 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 128199 members 
Mstep: Class 26 contains 601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467696.000000 Penalty: 15603.742188
Iteration 43Q: 27 clusters Score -2.74677e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1255 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 43180 members 
Mstep: Class 5 contains 3142 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 148 members 
Mstep: Class 8 contains 504 members 
Mstep: Class 9 contains 1099 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47085 members 
Mstep: Class 12 contains 3065 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 283201 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4129 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 2225 members 
Mstep: Class 21 contains 297 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 127817 members 
Mstep: Class 26 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467844.000000 Penalty: 15603.742188
Iteration 44Q: 27 clusters Score -2.746784e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1236 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 43323 members 
Mstep: Class 5 contains 3119 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 148 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47220 members 
Mstep: Class 12 contains 3048 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283327 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4125 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 1640 members 
Mstep: Class 20 contains 2207 members 
Mstep: Class 21 contains 302 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 127470 members 
Mstep: Class 26 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467992.000000 Penalty: 15603.742188
Iteration 45Q: 27 clusters Score -2.746799e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 43465 members 
Mstep: Class 5 contains 3101 members 
Mstep: Class 6 contains 1148 members 
Mstep: Class 7 contains 148 members 
Mstep: Class 8 contains 504 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47348 members 
Mstep: Class 12 contains 3039 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283435 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4123 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 1637 members 
Mstep: Class 20 contains 2184 members 
Mstep: Class 21 contains 302 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1689 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 127137 members 
Mstep: Class 26 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468050.000000 Penalty: 15603.742188
Iteration 46Q: 27 clusters Score -2.746805e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 43605 members 
Mstep: Class 5 contains 3089 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47427 members 
Mstep: Class 12 contains 3027 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 283531 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 1633 members 
Mstep: Class 20 contains 2165 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1686 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 126826 members 
Mstep: Class 26 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468194.000000 Penalty: 15603.742188
Iteration 47Q: 27 clusters Score -2.746819e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 816 members 
Mstep: Class 4 contains 43758 members 
Mstep: Class 5 contains 3084 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47487 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 576 members 
Mstep: Class 14 contains 283551 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 528 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1683 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 126529 members 
Mstep: Class 26 contains 751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468198.000000 Penalty: 15603.742188
Iteration 48Q: 27 clusters Score -2.74682e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 43890 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 507 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47553 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 13 contains 576 members 
Mstep: Class 14 contains 283598 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 525 members 
Mstep: Class 19 contains 1628 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1682 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 126249 members 
Mstep: Class 26 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468284.000000 Penalty: 15603.742188
Iteration 49Q: 27 clusters Score -2.746828e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1177 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 44030 members 
Mstep: Class 5 contains 3074 members 
Mstep: Class 6 contains 1210 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 507 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47628 members 
Mstep: Class 12 contains 3000 members 
Mstep: Class 13 contains 576 members 
Mstep: Class 14 contains 283618 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 2134 members 
Mstep: Class 21 contains 297 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1675 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 125999 members 
Mstep: Class 26 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468238.000000 Penalty: 15603.742188
Iteration 50Q: 27 clusters Score -2.746824e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1171 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 44160 members 
Mstep: Class 5 contains 3073 members 
Mstep: Class 6 contains 1234 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 508 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47695 members 
Mstep: Class 12 contains 2999 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283595 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 20 contains 2131 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1670 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 125774 members 
Mstep: Class 26 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468348.000000 Penalty: 15603.742188
Iteration 51Q: 27 clusters Score -2.746835e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 44283 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 509 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47758 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283584 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 1621 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 125565 members 
Mstep: Class 26 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468452.000000 Penalty: 15603.742188
Iteration 52Q: 27 clusters Score -2.746845e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1153 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 44395 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 507 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47809 members 
Mstep: Class 12 contains 3005 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283572 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 297 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1658 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 125390 members 
Mstep: Class 26 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468500.000000 Penalty: 15603.742188
Iteration 53Q: 27 clusters Score -2.74685e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 44512 members 
Mstep: Class 5 contains 3067 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47844 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283575 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 2124 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1648 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 125209 members 
Mstep: Class 26 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468618.000000 Penalty: 15603.742188
Iteration 54Q: 27 clusters Score -2.746862e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 44622 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47894 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283544 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 2121 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1642 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 125041 members 
Mstep: Class 26 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468628.000000 Penalty: 15603.742188
Iteration 55Q: 27 clusters Score -2.746863e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1123 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 44731 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 499 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47938 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283533 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 1621 members 
Mstep: Class 20 contains 2113 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1635 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 124869 members 
Mstep: Class 26 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468618.000000 Penalty: 15603.742188
Iteration 56Q: 27 clusters Score -2.746862e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 44809 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47961 members 
Mstep: Class 12 contains 3023 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283578 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1628 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 124691 members 
Mstep: Class 26 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468634.000000 Penalty: 15603.742188
Iteration 57Q: 27 clusters Score -2.746863e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 44876 members 
Mstep: Class 5 contains 3071 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47984 members 
Mstep: Class 12 contains 3026 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283596 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 519 members 
Mstep: Class 19 contains 1636 members 
Mstep: Class 20 contains 2097 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1623 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 124543 members 
Mstep: Class 26 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468598.000000 Penalty: 15603.742188
Iteration 58Q: 27 clusters Score -2.74686e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 44938 members 
Mstep: Class 5 contains 3073 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48020 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283620 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 1641 members 
Mstep: Class 20 contains 2094 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1619 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 124395 members 
Mstep: Class 26 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468688.000000 Penalty: 15603.742188
Iteration 59Q: 27 clusters Score -2.746869e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 44990 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48071 members 
Mstep: Class 12 contains 3011 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283658 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 2091 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1612 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 124243 members 
Mstep: Class 26 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468710.000000 Penalty: 15603.742188
Iteration 60F: 27 clusters Score -2.746871e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 735 members 
Mstep: Class 4 contains 45043 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48124 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283661 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4092 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 1648 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1610 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 124106 members 
Mstep: Class 26 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468778.000000 Penalty: 15603.742188
Iteration 61Q: 27 clusters Score -2.746878e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 2578 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 45088 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48177 members 
Mstep: Class 12 contains 3027 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283663 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4070 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 346 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1611 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 123971 members 
Mstep: Class 26 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468858.000000 Penalty: 15603.742188
Iteration 62Q: 27 clusters Score -2.746886e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1077 members 
Mstep: Class 3 contains 721 members 
Mstep: Class 4 contains 45139 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48228 members 
Mstep: Class 12 contains 3039 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283679 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 1643 members 
Mstep: Class 20 contains 2073 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1613 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 123814 members 
Mstep: Class 26 contains 923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468876.000000 Penalty: 15603.742188
Iteration 63Q: 27 clusters Score -2.746888e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 714 members 
Mstep: Class 4 contains 45192 members 
Mstep: Class 5 contains 3071 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48273 members 
Mstep: Class 12 contains 3043 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283726 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 1642 members 
Mstep: Class 20 contains 2067 members 
Mstep: Class 21 contains 355 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1613 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 123653 members 
Mstep: Class 26 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468886.000000 Penalty: 15603.742188
Iteration 64Q: 27 clusters Score -2.746889e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 703 members 
Mstep: Class 4 contains 45245 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 1336 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 1112 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48313 members 
Mstep: Class 12 contains 3044 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283790 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4055 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 1638 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 353 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1612 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 123477 members 
Mstep: Class 26 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468862.000000 Penalty: 15603.742188
Iteration 65Q: 27 clusters Score -2.746886e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 694 members 
Mstep: Class 4 contains 45285 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48346 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283879 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 1635 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 355 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1614 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 123312 members 
Mstep: Class 26 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468810.000000 Penalty: 15603.742188
Iteration 66Q: 27 clusters Score -2.746881e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 45337 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 1338 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1110 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48362 members 
Mstep: Class 12 contains 3038 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 283975 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 1633 members 
Mstep: Class 20 contains 2050 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1615 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 123136 members 
Mstep: Class 26 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468794.000000 Penalty: 15603.742188
Iteration 67Q: 27 clusters Score -2.746879e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1035 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 45384 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 1340 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48380 members 
Mstep: Class 12 contains 3038 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 284068 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4050 members 
Mstep: Class 18 contains 539 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1617 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 122974 members 
Mstep: Class 26 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468820.000000 Penalty: 15603.742188
Iteration 68Q: 27 clusters Score -2.746882e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 675 members 
Mstep: Class 4 contains 45435 members 
Mstep: Class 5 contains 3071 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48390 members 
Mstep: Class 12 contains 3042 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 14 contains 284110 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 20 contains 2038 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1615 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 122842 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468794.000000 Penalty: 15603.742188
Iteration 69Q: 27 clusters Score -2.746879e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1028 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 45490 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 1361 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48388 members 
Mstep: Class 12 contains 3045 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 14 contains 284122 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 544 members 
Mstep: Class 19 contains 1628 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1613 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 122733 members 
Mstep: Class 26 contains 994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468802.000000 Penalty: 15603.742188
Iteration 70Q: 27 clusters Score -2.74688e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 45558 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48390 members 
Mstep: Class 12 contains 3049 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 284106 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 546 members 
Mstep: Class 19 contains 1628 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1611 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 122634 members 
Mstep: Class 26 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468848.000000 Penalty: 15603.742188
Iteration 71Q: 27 clusters Score -2.746885e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1024 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 45608 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48381 members 
Mstep: Class 12 contains 3051 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 14 contains 284128 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 548 members 
Mstep: Class 19 contains 1628 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1610 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 122527 members 
Mstep: Class 26 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468834.000000 Penalty: 15603.742188
Iteration 72Q: 27 clusters Score -2.746883e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1024 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 45667 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48384 members 
Mstep: Class 12 contains 3054 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 284144 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 546 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1609 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 122412 members 
Mstep: Class 26 contains 1017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468788.000000 Penalty: 15603.742188
Iteration 73Q: 27 clusters Score -2.746879e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1017 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 45722 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48383 members 
Mstep: Class 12 contains 3050 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 14 contains 284179 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 546 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1609 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 122302 members 
Mstep: Class 26 contains 1021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468860.000000 Penalty: 15603.742188
Iteration 74Q: 27 clusters Score -2.746886e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1012 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 4 contains 45778 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48389 members 
Mstep: Class 12 contains 3049 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 284205 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 541 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 1995 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1609 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 122185 members 
Mstep: Class 26 contains 1028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468870.000000 Penalty: 15603.742188
Iteration 75Q: 27 clusters Score -2.746887e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1009 members 
Mstep: Class 3 contains 636 members 
Mstep: Class 4 contains 45822 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48395 members 
Mstep: Class 12 contains 3045 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 284249 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1609 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 122062 members 
Mstep: Class 26 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468918.000000 Penalty: 15603.742188
Iteration 76Q: 27 clusters Score -2.746892e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1004 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 45857 members 
Mstep: Class 5 contains 3066 members 
Mstep: Class 6 contains 1457 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48400 members 
Mstep: Class 12 contains 3045 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 284310 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1609 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 121927 members 
Mstep: Class 26 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468914.000000 Penalty: 15603.742188
Iteration 77Q: 27 clusters Score -2.746891e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 998 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 45892 members 
Mstep: Class 5 contains 3064 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48405 members 
Mstep: Class 12 contains 3042 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 284415 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1609 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 121754 members 
Mstep: Class 26 contains 1059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468820.000000 Penalty: 15603.742188
Iteration 78Q: 27 clusters Score -2.746882e+07 nChanged 363
Entering ConstructFrom: 
Score: -27468820.000000 Penalty: 15603.742188
Entering ConstructFrom: 
Trying to split cluster 1 (7639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Entering Unmasked Estep 
Score: -378059.281250 Penalty: 406.816498
	Iteration 0F: 2 clusters Score -378059.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -372935.906250 Penalty: 813.632996
	Iteration 0F: 3 clusters Score -372935.9 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -374977.687500 Penalty: 813.632996
	Iteration 1F: 3 clusters Score -374977.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -375272.312500 Penalty: 813.632996
	Iteration 2F: 3 clusters Score -375272.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -375676.593750 Penalty: 813.632996
	Iteration 3F: 3 clusters Score -375676.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -376176.718750 Penalty: 813.632996
	Iteration 4F: 3 clusters Score -376176.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -376676.125000 Penalty: 813.632996
	Iteration 5F: 3 clusters Score -376676.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -377045.062500 Penalty: 813.632996
	Iteration 6F: 3 clusters Score -377045.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -377289.562500 Penalty: 813.632996
	Iteration 7Q: 3 clusters Score -377289.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -377427.500000 Penalty: 813.632996
	Iteration 8Q: 3 clusters Score -377427.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -377524.062500 Penalty: 813.632996
	Iteration 9Q: 3 clusters Score -377524.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -377618.937500 Penalty: 813.632996
	Iteration 10Q: 3 clusters Score -377618.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -377735.593750 Penalty: 813.632996
	Iteration 11Q: 3 clusters Score -377735.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -377811.281250 Penalty: 813.632996
	Iteration 12Q: 3 clusters Score -377811.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -377856.812500 Penalty: 813.632996
	Iteration 13Q: 3 clusters Score -377856.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -377885.031250 Penalty: 813.632996
	Iteration 14Q: 3 clusters Score -377885 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -377903.718750 Penalty: 813.632996
	Iteration 15Q: 3 clusters Score -377903.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -377916.750000 Penalty: 813.632996
	Iteration 16Q: 3 clusters Score -377916.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -377926.625000 Penalty: 813.632996
	Iteration 17Q: 3 clusters Score -377926.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -377931.812500 Penalty: 813.632996
	Iteration 18Q: 3 clusters Score -377931.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -377933.687500 Penalty: 813.632996
	Iteration 19Q: 3 clusters Score -377933.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -377937.000000 Penalty: 813.632996
	Iteration 20F: 3 clusters Score -377937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -377937.718750 Penalty: 813.632996
	Iteration 21Q: 3 clusters Score -377937.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -377940.062500 Penalty: 813.632996
	Iteration 22Q: 3 clusters Score -377940.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -377941.718750 Penalty: 813.632996
	Iteration 23Q: 3 clusters Score -377941.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -377943.875000 Penalty: 813.632996
	Iteration 24Q: 3 clusters Score -377943.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -377945.437500 Penalty: 813.632996
	Iteration 25Q: 3 clusters Score -377945.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -377947.906250 Penalty: 813.632996
	Iteration 26Q: 3 clusters Score -377947.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -377949.250000 Penalty: 813.632996
	Iteration 27Q: 3 clusters Score -377949.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -377949.656250 Penalty: 813.632996
	Iteration 28Q: 3 clusters Score -377949.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -377952.656250 Penalty: 813.632996
	Iteration 29Q: 3 clusters Score -377952.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -377953.781250 Penalty: 813.632996
	Iteration 30Q: 3 clusters Score -377953.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -377954.187500 Penalty: 813.632996
	Iteration 31Q: 3 clusters Score -377954.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -377956.062500 Penalty: 813.632996
	Iteration 32Q: 3 clusters Score -377956.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -377956.531250 Penalty: 813.632996
	Iteration 33Q: 3 clusters Score -377956.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -377958.187500 Penalty: 813.632996
	Iteration 34Q: 3 clusters Score -377958.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -377957.125000 Penalty: 813.632996
	Iteration 35Q: 3 clusters Score -377957.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -377959.000000 Penalty: 813.632996
	Iteration 36Q: 3 clusters Score -377959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -377959.625000 Penalty: 813.632996
	Iteration 37Q: 3 clusters Score -377959.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -377960.531250 Penalty: 813.632996
	Iteration 38Q: 3 clusters Score -377960.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -377961.843750 Penalty: 813.632996
	Iteration 39Q: 3 clusters Score -377961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -377962.000000 Penalty: 813.632996
	Iteration 40F: 3 clusters Score -377962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -377962.531250 Penalty: 813.632996
	Iteration 41Q: 3 clusters Score -377962.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -377963.375000 Penalty: 813.632996
	Iteration 42Q: 3 clusters Score -377963.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -377964.250000 Penalty: 813.632996
	Iteration 43Q: 3 clusters Score -377964.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -377966.093750 Penalty: 813.632996
	Iteration 44Q: 3 clusters Score -377966.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -377966.843750 Penalty: 813.632996
	Iteration 45Q: 3 clusters Score -377966.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -377967.437500 Penalty: 813.632996
	Iteration 46Q: 3 clusters Score -377967.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -377967.562500 Penalty: 813.632996
	Iteration 47Q: 3 clusters Score -377967.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -377969.406250 Penalty: 813.632996
	Iteration 48Q: 3 clusters Score -377969.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -377970.062500 Penalty: 813.632996
	Iteration 49Q: 3 clusters Score -377970.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -377971.000000 Penalty: 813.632996
	Iteration 50Q: 3 clusters Score -377971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -377972.156250 Penalty: 813.632996
	Iteration 51Q: 3 clusters Score -377972.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -377973.187500 Penalty: 813.632996
	Iteration 52Q: 3 clusters Score -377973.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -377974.343750 Penalty: 813.632996
	Iteration 53Q: 3 clusters Score -377974.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -377974.968750 Penalty: 813.632996
	Iteration 54Q: 3 clusters Score -377975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -377975.125000 Penalty: 813.632996
	Iteration 55Q: 3 clusters Score -377975.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -377976.312500 Penalty: 813.632996
	Iteration 56Q: 3 clusters Score -377976.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -377978.062500 Penalty: 813.632996
	Iteration 57Q: 3 clusters Score -377978.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -377979.375000 Penalty: 813.632996
	Iteration 58Q: 3 clusters Score -377979.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -377980.218750 Penalty: 813.632996
	Iteration 59Q: 3 clusters Score -377980.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -377981.343750 Penalty: 813.632996
	Iteration 60F: 3 clusters Score -377981.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -377982.312500 Penalty: 813.632996
	Iteration 61Q: 3 clusters Score -377982.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -377981.750000 Penalty: 813.632996
	Iteration 62Q: 3 clusters Score -377981.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -377983.718750 Penalty: 813.632996
	Iteration 63Q: 3 clusters Score -377983.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -377984.687500 Penalty: 813.632996
	Iteration 64Q: 3 clusters Score -377984.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -377985.187500 Penalty: 813.632996
	Iteration 65Q: 3 clusters Score -377985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -377985.187500 Penalty: 813.632996
	Iteration 66Q: 3 clusters Score -377985.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -377985.187500 Penalty: 813.632996
	Iteration 67F: 3 clusters Score -377985.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -54015.730469 Penalty: 313.891510
	Iteration 0F: 2 clusters Score -54015.73 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 513 members 
Entering Unmasked Estep 
Score: -53215.394531 Penalty: 627.783020
	Iteration 0F: 3 clusters Score -53215.39 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -53467.738281 Penalty: 627.783020
	Iteration 1F: 3 clusters Score -53467.74 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -53542.398438 Penalty: 627.783020
	Iteration 2F: 3 clusters Score -53542.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -53597.429688 Penalty: 627.783020
	Iteration 3F: 3 clusters Score -53597.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -53643.789062 Penalty: 627.783020
	Iteration 4F: 3 clusters Score -53643.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -53680.890625 Penalty: 627.783020
	Iteration 5Q: 3 clusters Score -53680.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -53712.308594 Penalty: 627.783020
	Iteration 6Q: 3 clusters Score -53712.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -53729.886719 Penalty: 627.783020
	Iteration 7Q: 3 clusters Score -53729.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -53737.750000 Penalty: 627.783020
	Iteration 8Q: 3 clusters Score -53737.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -53743.792969 Penalty: 627.783020
	Iteration 9Q: 3 clusters Score -53743.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -53752.093750 Penalty: 627.783020
	Iteration 10Q: 3 clusters Score -53752.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -53758.878906 Penalty: 627.783020
	Iteration 11Q: 3 clusters Score -53758.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -53762.167969 Penalty: 627.783020
	Iteration 12Q: 3 clusters Score -53762.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -53762.242188 Penalty: 627.783020
	Iteration 13Q: 3 clusters Score -53762.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -53762.242188 Penalty: 627.783020
	Iteration 14F: 3 clusters Score -53762.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -33039.863281 Penalty: 293.063080
	Iteration 0F: 2 clusters Score -33039.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -32433.626953 Penalty: 586.126160
	Iteration 0F: 3 clusters Score -32433.63 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -32564.324219 Penalty: 586.126160
	Iteration 1F: 3 clusters Score -32564.32 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -32603.833984 Penalty: 586.126160
	Iteration 2F: 3 clusters Score -32603.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -32637.197266 Penalty: 586.126160
	Iteration 3F: 3 clusters Score -32637.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -32656.558594 Penalty: 586.126160
	Iteration 4Q: 3 clusters Score -32656.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -32684.183594 Penalty: 586.126160
	Iteration 5Q: 3 clusters Score -32684.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -32707.708984 Penalty: 586.126160
	Iteration 6Q: 3 clusters Score -32707.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -32725.386719 Penalty: 586.126160
	Iteration 7Q: 3 clusters Score -32725.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -32737.296875 Penalty: 586.126160
	Iteration 8Q: 3 clusters Score -32737.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -32747.810547 Penalty: 586.126160
	Iteration 9Q: 3 clusters Score -32747.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -32757.474609 Penalty: 586.126160
	Iteration 10Q: 3 clusters Score -32757.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -32760.617188 Penalty: 586.126160
	Iteration 11Q: 3 clusters Score -32760.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -32764.923828 Penalty: 586.126160
	Iteration 12Q: 3 clusters Score -32764.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -32768.093750 Penalty: 586.126160
	Iteration 13Q: 3 clusters Score -32768.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -32771.367188 Penalty: 586.126160
	Iteration 14Q: 3 clusters Score -32771.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -32771.367188 Penalty: 586.126160
	Iteration 15F: 3 clusters Score -32771.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Entering Unmasked Estep 
Score: -2531663.250000 Penalty: 488.429810
	Iteration 0F: 2 clusters Score -2531663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -2500827.250000 Penalty: 976.859619
	Iteration 0F: 3 clusters Score -2500827 nChanged 22278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2514396.250000 Penalty: 976.859619
	Iteration 1F: 3 clusters Score -2514396 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2515191.750000 Penalty: 976.859619
	Iteration 2Q: 3 clusters Score -2515192 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2516438.000000 Penalty: 976.859619
	Iteration 3Q: 3 clusters Score -2516438 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2518485.250000 Penalty: 976.859619
	Iteration 4F: 3 clusters Score -2518485 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2520965.750000 Penalty: 976.859619
	Iteration 5F: 3 clusters Score -2520966 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2523321.750000 Penalty: 976.859619
	Iteration 6F: 3 clusters Score -2523322 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2524926.250000 Penalty: 976.859619
	Iteration 7F: 3 clusters Score -2524926 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2525839.500000 Penalty: 976.859619
	Iteration 8Q: 3 clusters Score -2525840 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2526457.750000 Penalty: 976.859619
	Iteration 9Q: 3 clusters Score -2526458 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2527026.000000 Penalty: 976.859619
	Iteration 10Q: 3 clusters Score -2527026 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2527528.500000 Penalty: 976.859619
	Iteration 11Q: 3 clusters Score -2527528 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2528024.750000 Penalty: 976.859619
	Iteration 12Q: 3 clusters Score -2528025 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2528518.500000 Penalty: 976.859619
	Iteration 13Q: 3 clusters Score -2528518 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2528918.500000 Penalty: 976.859619
	Iteration 14Q: 3 clusters Score -2528918 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2529325.250000 Penalty: 976.859619
	Iteration 15Q: 3 clusters Score -2529325 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2529676.750000 Penalty: 976.859619
	Iteration 16Q: 3 clusters Score -2529677 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2530014.750000 Penalty: 976.859619
	Iteration 17Q: 3 clusters Score -2530015 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2530285.000000 Penalty: 976.859619
	Iteration 18Q: 3 clusters Score -2530285 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2530513.500000 Penalty: 976.859619
	Iteration 19Q: 3 clusters Score -2530514 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2530738.250000 Penalty: 976.859619
	Iteration 20F: 3 clusters Score -2530738 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2530897.750000 Penalty: 976.859619
	Iteration 21Q: 3 clusters Score -2530898 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2531015.750000 Penalty: 976.859619
	Iteration 22Q: 3 clusters Score -2531016 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2531109.250000 Penalty: 976.859619
	Iteration 23Q: 3 clusters Score -2531109 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2531191.250000 Penalty: 976.859619
	Iteration 24Q: 3 clusters Score -2531191 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2531246.500000 Penalty: 976.859619
	Iteration 25Q: 3 clusters Score -2531246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2531283.750000 Penalty: 976.859619
	Iteration 26Q: 3 clusters Score -2531284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2531300.750000 Penalty: 976.859619
	Iteration 27Q: 3 clusters Score -2531301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2531319.250000 Penalty: 976.859619
	Iteration 28Q: 3 clusters Score -2531319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2531326.250000 Penalty: 976.859619
	Iteration 29Q: 3 clusters Score -2531326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2531337.250000 Penalty: 976.859619
	Iteration 30Q: 3 clusters Score -2531337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2531344.250000 Penalty: 976.859619
	Iteration 31Q: 3 clusters Score -2531344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2531351.000000 Penalty: 976.859619
	Iteration 32Q: 3 clusters Score -2531351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2531352.000000 Penalty: 976.859619
	Iteration 33Q: 3 clusters Score -2531352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2531358.000000 Penalty: 976.859619
	Iteration 34Q: 3 clusters Score -2531358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2531355.250000 Penalty: 976.859619
	Iteration 35Q: 3 clusters Score -2531355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2531357.500000 Penalty: 976.859619
	Iteration 36Q: 3 clusters Score -2531358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2531362.750000 Penalty: 976.859619
	Iteration 37Q: 3 clusters Score -2531363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2531361.500000 Penalty: 976.859619
	Iteration 38Q: 3 clusters Score -2531362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2531362.750000 Penalty: 976.859619
	Iteration 39Q: 3 clusters Score -2531363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2531362.250000 Penalty: 976.859619
	Iteration 40F: 3 clusters Score -2531362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2531364.000000 Penalty: 976.859619
	Iteration 41Q: 3 clusters Score -2531364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2531362.250000 Penalty: 976.859619
	Iteration 42Q: 3 clusters Score -2531362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2531362.250000 Penalty: 976.859619
	Iteration 43Q: 3 clusters Score -2531362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2531361.500000 Penalty: 976.859619
	Iteration 44Q: 3 clusters Score -2531362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2531360.750000 Penalty: 976.859619
	Iteration 45Q: 3 clusters Score -2531361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2531364.000000 Penalty: 976.859619
	Iteration 46Q: 3 clusters Score -2531364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2531364.500000 Penalty: 976.859619
	Iteration 47Q: 3 clusters Score -2531364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2531364.750000 Penalty: 976.859619
	Iteration 48Q: 3 clusters Score -2531365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2531364.000000 Penalty: 976.859619
	Iteration 49Q: 3 clusters Score -2531364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2531364.500000 Penalty: 976.859619
	Iteration 50Q: 3 clusters Score -2531364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2531363.250000 Penalty: 976.859619
	Iteration 51Q: 3 clusters Score -2531363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2531366.750000 Penalty: 976.859619
	Iteration 52Q: 3 clusters Score -2531367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2531369.500000 Penalty: 976.859619
	Iteration 53Q: 3 clusters Score -2531370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2531369.250000 Penalty: 976.859619
	Iteration 54Q: 3 clusters Score -2531369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2531372.250000 Penalty: 976.859619
	Iteration 55Q: 3 clusters Score -2531372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2531373.500000 Penalty: 976.859619
	Iteration 56Q: 3 clusters Score -2531374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2531374.750000 Penalty: 976.859619
	Iteration 57Q: 3 clusters Score -2531375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2531374.750000 Penalty: 976.859619
	Iteration 58F: 3 clusters Score -2531375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -157616.500000 Penalty: 365.279846
	Iteration 0F: 2 clusters Score -157616.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -155478.984375 Penalty: 730.559692
	Iteration 0F: 3 clusters Score -155479 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -156224.828125 Penalty: 730.559692
	Iteration 1F: 3 clusters Score -156224.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -156329.656250 Penalty: 730.559692
	Iteration 2F: 3 clusters Score -156329.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -156444.515625 Penalty: 730.559692
	Iteration 3F: 3 clusters Score -156444.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -156572.906250 Penalty: 730.559692
	Iteration 4F: 3 clusters Score -156572.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -156742.625000 Penalty: 730.559692
	Iteration 5F: 3 clusters Score -156742.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -156929.468750 Penalty: 730.559692
	Iteration 6F: 3 clusters Score -156929.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -157094.625000 Penalty: 730.559692
	Iteration 7F: 3 clusters Score -157094.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -157206.000000 Penalty: 730.559692
	Iteration 8Q: 3 clusters Score -157206 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -157277.531250 Penalty: 730.559692
	Iteration 9Q: 3 clusters Score -157277.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -157324.125000 Penalty: 730.559692
	Iteration 10Q: 3 clusters Score -157324.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -157362.281250 Penalty: 730.559692
	Iteration 11Q: 3 clusters Score -157362.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -157430.406250 Penalty: 730.559692
	Iteration 12Q: 3 clusters Score -157430.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -157523.140625 Penalty: 730.559692
	Iteration 13Q: 3 clusters Score -157523.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -157627.062500 Penalty: 730.559692
	Iteration 14Q: 3 clusters Score -157627.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -157717.281250 Penalty: 730.559692
	Iteration 15Q: 3 clusters Score -157717.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -157774.578125 Penalty: 730.559692
	Iteration 16Q: 3 clusters Score -157774.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -157804.203125 Penalty: 730.559692
	Iteration 17Q: 3 clusters Score -157804.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -157815.125000 Penalty: 730.559692
	Iteration 18Q: 3 clusters Score -157815.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -157825.000000 Penalty: 730.559692
	Iteration 19Q: 3 clusters Score -157825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -157831.796875 Penalty: 730.559692
	Iteration 20F: 3 clusters Score -157831.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -157834.593750 Penalty: 730.559692
	Iteration 21Q: 3 clusters Score -157834.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -157837.203125 Penalty: 730.559692
	Iteration 22Q: 3 clusters Score -157837.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -157838.578125 Penalty: 730.559692
	Iteration 23Q: 3 clusters Score -157838.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -157839.234375 Penalty: 730.559692
	Iteration 24Q: 3 clusters Score -157839.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -157839.234375 Penalty: 730.559692
	Iteration 25F: 3 clusters Score -157839.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 991 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 45923 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 1481 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48419 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 284517 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 1626 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1609 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 121591 members 
Mstep: Class 26 contains 1062 members 
Mstep: Class 27 contains 2607 members 
Entering Unmasked Estep 
Score: -27468762.000000 Penalty: 16203.886719
Splitting cluster 5 changes total score from -27468820.000000 to -27468762.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -89185.210938 Penalty: 332.171509
	Iteration 0F: 2 clusters Score -89185.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -88082.632812 Penalty: 664.343018
	Iteration 0F: 3 clusters Score -88082.63 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -88412.617188 Penalty: 664.343018
	Iteration 1F: 3 clusters Score -88412.62 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -88462.867188 Penalty: 664.343018
	Iteration 2F: 3 clusters Score -88462.87 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -88497.476562 Penalty: 664.343018
	Iteration 3Q: 3 clusters Score -88497.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -88526.851562 Penalty: 664.343018
	Iteration 4Q: 3 clusters Score -88526.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -88565.015625 Penalty: 664.343018
	Iteration 5Q: 3 clusters Score -88565.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -88602.531250 Penalty: 664.343018
	Iteration 6Q: 3 clusters Score -88602.53 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -88633.468750 Penalty: 664.343018
	Iteration 7Q: 3 clusters Score -88633.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -88656.890625 Penalty: 664.343018
	Iteration 8Q: 3 clusters Score -88656.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -88678.984375 Penalty: 664.343018
	Iteration 9Q: 3 clusters Score -88678.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88701.109375 Penalty: 664.343018
	Iteration 10Q: 3 clusters Score -88701.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88711.468750 Penalty: 664.343018
	Iteration 11Q: 3 clusters Score -88711.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -88725.710938 Penalty: 664.343018
	Iteration 12Q: 3 clusters Score -88725.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -88738.671875 Penalty: 664.343018
	Iteration 13Q: 3 clusters Score -88738.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -88749.585938 Penalty: 664.343018
	Iteration 14Q: 3 clusters Score -88749.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -88757.898438 Penalty: 664.343018
	Iteration 15Q: 3 clusters Score -88757.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -88759.734375 Penalty: 664.343018
	Iteration 16Q: 3 clusters Score -88759.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -88760.007812 Penalty: 664.343018
	Iteration 17Q: 3 clusters Score -88760.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -88760.273438 Penalty: 664.343018
	Iteration 18Q: 3 clusters Score -88760.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -88760.789062 Penalty: 664.343018
	Iteration 19Q: 3 clusters Score -88760.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -88764.000000 Penalty: 664.343018
	Iteration 20F: 3 clusters Score -88764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -88771.523438 Penalty: 664.343018
	Iteration 21Q: 3 clusters Score -88771.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -88778.523438 Penalty: 664.343018
	Iteration 22Q: 3 clusters Score -88778.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -88787.132812 Penalty: 664.343018
	Iteration 23Q: 3 clusters Score -88787.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -88798.625000 Penalty: 664.343018
	Iteration 24Q: 3 clusters Score -88798.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -88810.015625 Penalty: 664.343018
	Iteration 25Q: 3 clusters Score -88810.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -88813.882812 Penalty: 664.343018
	Iteration 26Q: 3 clusters Score -88813.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -88817.242188 Penalty: 664.343018
	Iteration 27Q: 3 clusters Score -88817.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -88820.195312 Penalty: 664.343018
	Iteration 28Q: 3 clusters Score -88820.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -88822.945312 Penalty: 664.343018
	Iteration 29Q: 3 clusters Score -88822.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -88824.835938 Penalty: 664.343018
	Iteration 30Q: 3 clusters Score -88824.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -88826.789062 Penalty: 664.343018
	Iteration 31Q: 3 clusters Score -88826.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -88827.632812 Penalty: 664.343018
	Iteration 32Q: 3 clusters Score -88827.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -88828.828125 Penalty: 664.343018
	Iteration 33Q: 3 clusters Score -88828.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -88829.828125 Penalty: 664.343018
	Iteration 34Q: 3 clusters Score -88829.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -88829.828125 Penalty: 664.343018
	Iteration 35F: 3 clusters Score -88829.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -6053.763184 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -6053.763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5810.202148 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -5810.202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5865.646484 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -5865.646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5880.495117 Penalty: 455.967834
	Iteration 2Q: 3 clusters Score -5880.495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5887.960449 Penalty: 455.967834
	Iteration 3Q: 3 clusters Score -5887.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5894.636230 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -5894.636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5898.767090 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -5898.767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5902.123535 Penalty: 455.967834
	Iteration 6Q: 3 clusters Score -5902.124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5902.123535 Penalty: 455.967834
	Iteration 7F: 3 clusters Score -5902.124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -14609.777344 Penalty: 279.949341
	Iteration 0F: 2 clusters Score -14609.78 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 241 members 
Entering Unmasked Estep 
Score: -14231.580078 Penalty: 559.898682
	Iteration 0F: 3 clusters Score -14231.58 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -14937.134766 Penalty: 559.898682
	Iteration 1F: 3 clusters Score -14937.13 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -15446.245117 Penalty: 559.898682
	Iteration 2F: 3 clusters Score -15446.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -15858.479492 Penalty: 559.898682
	Iteration 3F: 3 clusters Score -15858.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -16056.944336 Penalty: 559.898682
	Iteration 4Q: 3 clusters Score -16056.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16057.676758 Penalty: 559.898682
	Iteration 5Q: 3 clusters Score -16057.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16057.676758 Penalty: 559.898682
	Iteration 6F: 3 clusters Score -16057.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 991 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 45923 members 
Mstep: Class 5 contains 3066 members 
Mstep: Class 6 contains 1481 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 202 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48419 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 284517 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 1626 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1609 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 121591 members 
Mstep: Class 26 contains 1062 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
Score: -27469934.000000 Penalty: 16203.886719
Splitting cluster 8 changes total score from -27468820.000000 to -27469934.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -49250.542969 Penalty: 318.969208
	Iteration 0F: 2 clusters Score -49250.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -48416.449219 Penalty: 637.938416
	Iteration 0F: 3 clusters Score -48416.45 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -48868.750000 Penalty: 637.938416
	Iteration 1F: 3 clusters Score -48868.75 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -49111.015625 Penalty: 637.938416
	Iteration 2F: 3 clusters Score -49111.02 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -49249.250000 Penalty: 637.938416
	Iteration 3F: 3 clusters Score -49249.25 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -49297.394531 Penalty: 637.938416
	Iteration 4Q: 3 clusters Score -49297.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -49328.125000 Penalty: 637.938416
	Iteration 5Q: 3 clusters Score -49328.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -49344.101562 Penalty: 637.938416
	Iteration 6Q: 3 clusters Score -49344.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -49356.046875 Penalty: 637.938416
	Iteration 7Q: 3 clusters Score -49356.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -49361.398438 Penalty: 637.938416
	Iteration 8Q: 3 clusters Score -49361.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -49372.488281 Penalty: 637.938416
	Iteration 9Q: 3 clusters Score -49372.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49393.218750 Penalty: 637.938416
	Iteration 10Q: 3 clusters Score -49393.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -49408.714844 Penalty: 637.938416
	Iteration 11Q: 3 clusters Score -49408.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49426.675781 Penalty: 637.938416
	Iteration 12Q: 3 clusters Score -49426.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49440.375000 Penalty: 637.938416
	Iteration 13Q: 3 clusters Score -49440.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49445.097656 Penalty: 637.938416
	Iteration 14Q: 3 clusters Score -49445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -49449.386719 Penalty: 637.938416
	Iteration 15Q: 3 clusters Score -49449.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49452.917969 Penalty: 637.938416
	Iteration 16Q: 3 clusters Score -49452.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49455.832031 Penalty: 637.938416
	Iteration 17Q: 3 clusters Score -49455.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49460.550781 Penalty: 637.938416
	Iteration 18Q: 3 clusters Score -49460.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49465.441406 Penalty: 637.938416
	Iteration 19Q: 3 clusters Score -49465.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -49468.976562 Penalty: 637.938416
	Iteration 20F: 3 clusters Score -49468.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -49472.917969 Penalty: 637.938416
	Iteration 21Q: 3 clusters Score -49472.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49478.066406 Penalty: 637.938416
	Iteration 22Q: 3 clusters Score -49478.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -49485.011719 Penalty: 637.938416
	Iteration 23Q: 3 clusters Score -49485.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49490.492188 Penalty: 637.938416
	Iteration 24Q: 3 clusters Score -49490.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -49495.160156 Penalty: 637.938416
	Iteration 25Q: 3 clusters Score -49495.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49497.144531 Penalty: 637.938416
	Iteration 26Q: 3 clusters Score -49497.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49498.621094 Penalty: 637.938416
	Iteration 27Q: 3 clusters Score -49498.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49500.082031 Penalty: 637.938416
	Iteration 28Q: 3 clusters Score -49500.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49500.433594 Penalty: 637.938416
	Iteration 29Q: 3 clusters Score -49500.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -49502.292969 Penalty: 637.938416
	Iteration 30Q: 3 clusters Score -49502.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49502.566406 Penalty: 637.938416
	Iteration 31Q: 3 clusters Score -49502.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49502.566406 Penalty: 637.938416
	Iteration 32F: 3 clusters Score -49502.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 991 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 45923 members 
Mstep: Class 5 contains 3066 members 
Mstep: Class 6 contains 1481 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 202 members 
Mstep: Class 9 contains 819 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48419 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 284517 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 1626 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1609 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 121591 members 
Mstep: Class 26 contains 1062 members 
Mstep: Class 27 contains 268 members 
Mstep: Class 28 contains 289 members 
Entering Unmasked Estep 
Score: -27469910.000000 Penalty: 16804.031250
Splitting cluster 9 changes total score from -27468820.000000 to -27469910.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13227.187500 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -13227.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12866.823242 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -12866.82 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12949.468750 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -12949.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12985.398438 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -12985.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13012.044922 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -13012.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13016.789062 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -13016.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13023.115234 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -13023.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13028.197266 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -13028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13032.375977 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -13032.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13032.540039 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -13032.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13032.540039 Penalty: 510.127991
	Iteration 9F: 3 clusters Score -13032.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Entering Unmasked Estep 
Score: -2465550.000000 Penalty: 490.837952
	Iteration 0F: 2 clusters Score -2465550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -2433074.750000 Penalty: 981.675903
	Iteration 0F: 3 clusters Score -2433075 nChanged 23639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -2447107.250000 Penalty: 981.675903
	Iteration 1F: 3 clusters Score -2447107 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2447919.750000 Penalty: 981.675903
	Iteration 2Q: 3 clusters Score -2447920 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2449114.000000 Penalty: 981.675903
	Iteration 3F: 3 clusters Score -2449114 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2450790.250000 Penalty: 981.675903
	Iteration 4F: 3 clusters Score -2450790 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2452870.000000 Penalty: 981.675903
	Iteration 5F: 3 clusters Score -2452870 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2454943.000000 Penalty: 981.675903
	Iteration 6F: 3 clusters Score -2454943 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2456871.000000 Penalty: 981.675903
	Iteration 7F: 3 clusters Score -2456871 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2458645.500000 Penalty: 981.675903
	Iteration 8Q: 3 clusters Score -2458646 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2460302.000000 Penalty: 981.675903
	Iteration 9Q: 3 clusters Score -2460302 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2461511.750000 Penalty: 981.675903
	Iteration 10Q: 3 clusters Score -2461512 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2462243.750000 Penalty: 981.675903
	Iteration 11Q: 3 clusters Score -2462244 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2462876.750000 Penalty: 981.675903
	Iteration 12Q: 3 clusters Score -2462877 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2463386.250000 Penalty: 981.675903
	Iteration 13Q: 3 clusters Score -2463386 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2463749.750000 Penalty: 981.675903
	Iteration 14Q: 3 clusters Score -2463750 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2464008.250000 Penalty: 981.675903
	Iteration 15Q: 3 clusters Score -2464008 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2464233.250000 Penalty: 981.675903
	Iteration 16Q: 3 clusters Score -2464233 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2464445.250000 Penalty: 981.675903
	Iteration 17Q: 3 clusters Score -2464445 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2464586.250000 Penalty: 981.675903
	Iteration 18Q: 3 clusters Score -2464586 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2464685.750000 Penalty: 981.675903
	Iteration 19Q: 3 clusters Score -2464686 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2464766.000000 Penalty: 981.675903
	Iteration 20F: 3 clusters Score -2464766 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2464843.500000 Penalty: 981.675903
	Iteration 21Q: 3 clusters Score -2464844 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2464879.500000 Penalty: 981.675903
	Iteration 22Q: 3 clusters Score -2464880 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2464910.000000 Penalty: 981.675903
	Iteration 23Q: 3 clusters Score -2464910 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2464940.000000 Penalty: 981.675903
	Iteration 24Q: 3 clusters Score -2464940 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2464972.500000 Penalty: 981.675903
	Iteration 25Q: 3 clusters Score -2464972 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2464977.500000 Penalty: 981.675903
	Iteration 26Q: 3 clusters Score -2464978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2464991.250000 Penalty: 981.675903
	Iteration 27Q: 3 clusters Score -2464991 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2465012.750000 Penalty: 981.675903
	Iteration 28Q: 3 clusters Score -2465013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2465017.250000 Penalty: 981.675903
	Iteration 29Q: 3 clusters Score -2465017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2465023.000000 Penalty: 981.675903
	Iteration 30Q: 3 clusters Score -2465023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2465019.000000 Penalty: 981.675903
	Iteration 31Q: 3 clusters Score -2465019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2465015.250000 Penalty: 981.675903
	Iteration 32Q: 3 clusters Score -2465015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2465021.500000 Penalty: 981.675903
	Iteration 33Q: 3 clusters Score -2465022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2465024.750000 Penalty: 981.675903
	Iteration 34Q: 3 clusters Score -2465025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2465030.250000 Penalty: 981.675903
	Iteration 35Q: 3 clusters Score -2465030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2465039.000000 Penalty: 981.675903
	Iteration 36Q: 3 clusters Score -2465039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2465032.500000 Penalty: 981.675903
	Iteration 37Q: 3 clusters Score -2465032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2465034.750000 Penalty: 981.675903
	Iteration 38Q: 3 clusters Score -2465035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2465034.750000 Penalty: 981.675903
	Iteration 39Q: 3 clusters Score -2465035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2465034.500000 Penalty: 981.675903
	Iteration 40F: 3 clusters Score -2465034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2465032.000000 Penalty: 981.675903
	Iteration 41Q: 3 clusters Score -2465032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2465035.250000 Penalty: 981.675903
	Iteration 42Q: 3 clusters Score -2465035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2465036.250000 Penalty: 981.675903
	Iteration 43Q: 3 clusters Score -2465036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2465039.250000 Penalty: 981.675903
	Iteration 44Q: 3 clusters Score -2465039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2465037.750000 Penalty: 981.675903
	Iteration 45Q: 3 clusters Score -2465038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2465033.250000 Penalty: 981.675903
	Iteration 46Q: 3 clusters Score -2465033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2465032.000000 Penalty: 981.675903
	Iteration 47Q: 3 clusters Score -2465032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2465035.000000 Penalty: 981.675903
	Iteration 48Q: 3 clusters Score -2465035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2465036.000000 Penalty: 981.675903
	Iteration 49Q: 3 clusters Score -2465036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2465034.250000 Penalty: 981.675903
	Iteration 50Q: 3 clusters Score -2465034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2465036.250000 Penalty: 981.675903
	Iteration 51Q: 3 clusters Score -2465036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2465038.250000 Penalty: 981.675903
	Iteration 52Q: 3 clusters Score -2465038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2465034.500000 Penalty: 981.675903
	Iteration 53Q: 3 clusters Score -2465034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2465035.500000 Penalty: 981.675903
	Iteration 54Q: 3 clusters Score -2465036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2465036.500000 Penalty: 981.675903
	Iteration 55Q: 3 clusters Score -2465036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2465038.000000 Penalty: 981.675903
	Iteration 56Q: 3 clusters Score -2465038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2465038.000000 Penalty: 981.675903
	Iteration 57F: 3 clusters Score -2465038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Entering Unmasked Estep 
Score: -159076.875000 Penalty: 364.907318
	Iteration 0F: 2 clusters Score -159076.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -157014.468750 Penalty: 729.814636
	Iteration 0F: 3 clusters Score -157014.5 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -157736.234375 Penalty: 729.814636
	Iteration 1F: 3 clusters Score -157736.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -157865.734375 Penalty: 729.814636
	Iteration 2F: 3 clusters Score -157865.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -157970.046875 Penalty: 729.814636
	Iteration 3F: 3 clusters Score -157970 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -158089.843750 Penalty: 729.814636
	Iteration 4F: 3 clusters Score -158089.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -158239.500000 Penalty: 729.814636
	Iteration 5F: 3 clusters Score -158239.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -158385.171875 Penalty: 729.814636
	Iteration 6F: 3 clusters Score -158385.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -158503.937500 Penalty: 729.814636
	Iteration 7Q: 3 clusters Score -158503.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -158578.296875 Penalty: 729.814636
	Iteration 8Q: 3 clusters Score -158578.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -158633.593750 Penalty: 729.814636
	Iteration 9Q: 3 clusters Score -158633.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -158669.296875 Penalty: 729.814636
	Iteration 10Q: 3 clusters Score -158669.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -158691.015625 Penalty: 729.814636
	Iteration 11Q: 3 clusters Score -158691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -158705.125000 Penalty: 729.814636
	Iteration 12Q: 3 clusters Score -158705.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -158717.828125 Penalty: 729.814636
	Iteration 13Q: 3 clusters Score -158717.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -158726.125000 Penalty: 729.814636
	Iteration 14Q: 3 clusters Score -158726.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -158736.109375 Penalty: 729.814636
	Iteration 15Q: 3 clusters Score -158736.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -158746.531250 Penalty: 729.814636
	Iteration 16Q: 3 clusters Score -158746.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -158750.843750 Penalty: 729.814636
	Iteration 17Q: 3 clusters Score -158750.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -158754.890625 Penalty: 729.814636
	Iteration 18Q: 3 clusters Score -158754.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -158759.265625 Penalty: 729.814636
	Iteration 19Q: 3 clusters Score -158759.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -158764.000000 Penalty: 729.814636
	Iteration 20F: 3 clusters Score -158764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -158767.703125 Penalty: 729.814636
	Iteration 21Q: 3 clusters Score -158767.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -158772.609375 Penalty: 729.814636
	Iteration 22Q: 3 clusters Score -158772.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -158777.531250 Penalty: 729.814636
	Iteration 23Q: 3 clusters Score -158777.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -158782.890625 Penalty: 729.814636
	Iteration 24Q: 3 clusters Score -158782.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -158786.265625 Penalty: 729.814636
	Iteration 25Q: 3 clusters Score -158786.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -158790.140625 Penalty: 729.814636
	Iteration 26Q: 3 clusters Score -158790.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -158792.656250 Penalty: 729.814636
	Iteration 27Q: 3 clusters Score -158792.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -158796.125000 Penalty: 729.814636
	Iteration 28Q: 3 clusters Score -158796.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -158799.625000 Penalty: 729.814636
	Iteration 29Q: 3 clusters Score -158799.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -158802.890625 Penalty: 729.814636
	Iteration 30Q: 3 clusters Score -158802.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -158805.390625 Penalty: 729.814636
	Iteration 31Q: 3 clusters Score -158805.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -158807.421875 Penalty: 729.814636
	Iteration 32Q: 3 clusters Score -158807.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -158809.515625 Penalty: 729.814636
	Iteration 33Q: 3 clusters Score -158809.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -158811.406250 Penalty: 729.814636
	Iteration 34Q: 3 clusters Score -158811.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -158812.109375 Penalty: 729.814636
	Iteration 35Q: 3 clusters Score -158812.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -158813.734375 Penalty: 729.814636
	Iteration 36Q: 3 clusters Score -158813.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -158816.437500 Penalty: 729.814636
	Iteration 37Q: 3 clusters Score -158816.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -158817.328125 Penalty: 729.814636
	Iteration 38Q: 3 clusters Score -158817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -158817.250000 Penalty: 729.814636
	Iteration 39Q: 3 clusters Score -158817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -158817.546875 Penalty: 729.814636
	Iteration 40F: 3 clusters Score -158817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -158817.593750 Penalty: 729.814636
	Iteration 41Q: 3 clusters Score -158817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -158817.671875 Penalty: 729.814636
	Iteration 42Q: 3 clusters Score -158817.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -158817.671875 Penalty: 729.814636
	Iteration 43F: 3 clusters Score -158817.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -30056.558594 Penalty: 289.752502
	Iteration 0F: 2 clusters Score -30056.56 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 271 members 
Entering Unmasked Estep 
Score: -29520.298828 Penalty: 579.505005
	Iteration 0F: 3 clusters Score -29520.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29753.685547 Penalty: 579.505005
	Iteration 1F: 3 clusters Score -29753.69 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29879.755859 Penalty: 579.505005
	Iteration 2F: 3 clusters Score -29879.76 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29953.177734 Penalty: 579.505005
	Iteration 3F: 3 clusters Score -29953.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29998.144531 Penalty: 579.505005
	Iteration 4Q: 3 clusters Score -29998.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30018.185547 Penalty: 579.505005
	Iteration 5Q: 3 clusters Score -30018.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30026.177734 Penalty: 579.505005
	Iteration 6Q: 3 clusters Score -30026.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30026.466797 Penalty: 579.505005
	Iteration 7Q: 3 clusters Score -30026.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30026.466797 Penalty: 579.505005
	Iteration 8F: 3 clusters Score -30026.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (284517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284517 members 
Entering Unmasked Estep 
Score: -15094708.000000 Penalty: 571.413940
	Iteration 0F: 2 clusters Score -1.509471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142251 members 
Mstep: Class 2 contains 142266 members 
Entering Unmasked Estep 
Score: -14907104.000000 Penalty: 1142.827881
	Iteration 0F: 3 clusters Score -1.49071e+07 nChanged 140512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154909 members 
Mstep: Class 2 contains 129608 members 
Entering Unmasked Estep 
Score: -14997725.000000 Penalty: 1142.827881
	Iteration 1F: 3 clusters Score -1.499772e+07 nChanged 13880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162777 members 
Mstep: Class 2 contains 121740 members 
Entering Unmasked Estep 
Score: -15002457.000000 Penalty: 1142.827881
	Iteration 2Q: 3 clusters Score -1.500246e+07 nChanged 15280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173517 members 
Mstep: Class 2 contains 111000 members 
Entering Unmasked Estep 
Score: -15008353.000000 Penalty: 1142.827881
	Iteration 3F: 3 clusters Score -1.500835e+07 nChanged 16952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187385 members 
Mstep: Class 2 contains 97132 members 
Entering Unmasked Estep 
Score: -15016519.000000 Penalty: 1142.827881
	Iteration 4F: 3 clusters Score -1.501652e+07 nChanged 18584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204165 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -15028285.000000 Penalty: 1142.827881
	Iteration 5F: 3 clusters Score -1.502828e+07 nChanged 19380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222497 members 
Mstep: Class 2 contains 62020 members 
Entering Unmasked Estep 
Score: -15043835.000000 Penalty: 1142.827881
	Iteration 6F: 3 clusters Score -1.504384e+07 nChanged 17489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239148 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -15061071.000000 Penalty: 1142.827881
	Iteration 7F: 3 clusters Score -1.506107e+07 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250376 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -15073460.000000 Penalty: 1142.827881
	Iteration 8Q: 3 clusters Score -1.507346e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256671 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -15078901.000000 Penalty: 1142.827881
	Iteration 9Q: 3 clusters Score -1.50789e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261188 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -15081679.000000 Penalty: 1142.827881
	Iteration 10Q: 3 clusters Score -1.508168e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265041 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -15083844.000000 Penalty: 1142.827881
	Iteration 11Q: 3 clusters Score -1.508384e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268412 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -15086640.000000 Penalty: 1142.827881
	Iteration 12Q: 3 clusters Score -1.508664e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271337 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -15089034.000000 Penalty: 1142.827881
	Iteration 13Q: 3 clusters Score -1.508903e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273973 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -15090836.000000 Penalty: 1142.827881
	Iteration 14Q: 3 clusters Score -1.509084e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276112 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -15092006.000000 Penalty: 1142.827881
	Iteration 15Q: 3 clusters Score -1.509201e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277749 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -15092649.000000 Penalty: 1142.827881
	Iteration 16Q: 3 clusters Score -1.509265e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279007 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -15093197.000000 Penalty: 1142.827881
	Iteration 17Q: 3 clusters Score -1.50932e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279975 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -15093613.000000 Penalty: 1142.827881
	Iteration 18Q: 3 clusters Score -1.509361e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280731 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -15093827.000000 Penalty: 1142.827881
	Iteration 19Q: 3 clusters Score -1.509383e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281332 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -15094001.000000 Penalty: 1142.827881
	Iteration 20F: 3 clusters Score -1.5094e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281813 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -15094135.000000 Penalty: 1142.827881
	Iteration 21Q: 3 clusters Score -1.509414e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282200 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -15094223.000000 Penalty: 1142.827881
	Iteration 22Q: 3 clusters Score -1.509422e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282508 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -15094275.000000 Penalty: 1142.827881
	Iteration 23Q: 3 clusters Score -1.509428e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282735 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -15094305.000000 Penalty: 1142.827881
	Iteration 24Q: 3 clusters Score -1.50943e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282949 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -15094331.000000 Penalty: 1142.827881
	Iteration 25Q: 3 clusters Score -1.509433e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283123 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -15094378.000000 Penalty: 1142.827881
	Iteration 26Q: 3 clusters Score -1.509438e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283255 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -15094425.000000 Penalty: 1142.827881
	Iteration 27Q: 3 clusters Score -1.509442e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283364 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -15094466.000000 Penalty: 1142.827881
	Iteration 28Q: 3 clusters Score -1.509447e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283441 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -15094447.000000 Penalty: 1142.827881
	Iteration 29Q: 3 clusters Score -1.509445e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283499 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -15094452.000000 Penalty: 1142.827881
	Iteration 30Q: 3 clusters Score -1.509445e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283555 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -15094444.000000 Penalty: 1142.827881
	Iteration 31Q: 3 clusters Score -1.509444e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283603 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -15094445.000000 Penalty: 1142.827881
	Iteration 32Q: 3 clusters Score -1.509444e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283650 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -15094480.000000 Penalty: 1142.827881
	Iteration 33Q: 3 clusters Score -1.509448e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283684 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -15094479.000000 Penalty: 1142.827881
	Iteration 34Q: 3 clusters Score -1.509448e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283711 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -15094485.000000 Penalty: 1142.827881
	Iteration 35Q: 3 clusters Score -1.509448e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283738 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -15094514.000000 Penalty: 1142.827881
	Iteration 36Q: 3 clusters Score -1.509451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283757 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -15094509.000000 Penalty: 1142.827881
	Iteration 37Q: 3 clusters Score -1.509451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283774 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -15094491.000000 Penalty: 1142.827881
	Iteration 38Q: 3 clusters Score -1.509449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283781 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -15094492.000000 Penalty: 1142.827881
	Iteration 39Q: 3 clusters Score -1.509449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283786 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -15094486.000000 Penalty: 1142.827881
	Iteration 40F: 3 clusters Score -1.509449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283793 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -15094477.000000 Penalty: 1142.827881
	Iteration 41Q: 3 clusters Score -1.509448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283794 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -15094483.000000 Penalty: 1142.827881
	Iteration 42Q: 3 clusters Score -1.509448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283806 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -15094460.000000 Penalty: 1142.827881
	Iteration 43Q: 3 clusters Score -1.509446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283816 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -15094457.000000 Penalty: 1142.827881
	Iteration 44Q: 3 clusters Score -1.509446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283824 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -15094461.000000 Penalty: 1142.827881
	Iteration 45Q: 3 clusters Score -1.509446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283831 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -15094470.000000 Penalty: 1142.827881
	Iteration 46Q: 3 clusters Score -1.509447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283835 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -15094464.000000 Penalty: 1142.827881
	Iteration 47Q: 3 clusters Score -1.509446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283837 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -15094476.000000 Penalty: 1142.827881
	Iteration 48Q: 3 clusters Score -1.509448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283837 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -15094476.000000 Penalty: 1142.827881
	Iteration 49F: 3 clusters Score -1.509448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -15266.114258 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -15266.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14895.502930 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -14895.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14995.564453 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -14995.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15015.259766 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -15015.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15023.392578 Penalty: 532.811523
	Iteration 3Q: 3 clusters Score -15023.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15029.493164 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -15029.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15041.847656 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -15041.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15052.876953 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -15052.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15058.975586 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -15058.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15062.776367 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -15062.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15065.455078 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -15065.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15067.970703 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -15067.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15070.253906 Penalty: 532.811523
	Iteration 11Q: 3 clusters Score -15070.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15073.286133 Penalty: 532.811523
	Iteration 12Q: 3 clusters Score -15073.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15073.784180 Penalty: 532.811523
	Iteration 13Q: 3 clusters Score -15073.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15074.741211 Penalty: 532.811523
	Iteration 14Q: 3 clusters Score -15074.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15076.235352 Penalty: 532.811523
	Iteration 15Q: 3 clusters Score -15076.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -15077.189453 Penalty: 532.811523
	Iteration 16Q: 3 clusters Score -15077.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15077.709961 Penalty: 532.811523
	Iteration 17Q: 3 clusters Score -15077.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15079.173828 Penalty: 532.811523
	Iteration 18Q: 3 clusters Score -15079.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15079.173828 Penalty: 532.811523
	Iteration 19F: 3 clusters Score -15079.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -18131.107422 Penalty: 271.808350
	Iteration 0F: 2 clusters Score -18131.11 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 194 members 
Entering Unmasked Estep 
Score: -17729.123047 Penalty: 543.616699
	Iteration 0F: 3 clusters Score -17729.12 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17880.166016 Penalty: 543.616699
	Iteration 1F: 3 clusters Score -17880.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17952.291016 Penalty: 543.616699
	Iteration 2F: 3 clusters Score -17952.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18008.439453 Penalty: 543.616699
	Iteration 3F: 3 clusters Score -18008.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18037.531250 Penalty: 543.616699
	Iteration 4Q: 3 clusters Score -18037.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18053.115234 Penalty: 543.616699
	Iteration 5Q: 3 clusters Score -18053.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18067.251953 Penalty: 543.616699
	Iteration 6Q: 3 clusters Score -18067.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18130.730469 Penalty: 543.616699
	Iteration 7Q: 3 clusters Score -18130.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18280.886719 Penalty: 543.616699
	Iteration 8Q: 3 clusters Score -18280.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18360.814453 Penalty: 543.616699
	Iteration 9Q: 3 clusters Score -18360.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18371.003906 Penalty: 543.616699
	Iteration 10Q: 3 clusters Score -18371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18371.003906 Penalty: 543.616699
	Iteration 11F: 3 clusters Score -18371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 991 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 45923 members 
Mstep: Class 5 contains 3066 members 
Mstep: Class 6 contains 1481 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 202 members 
Mstep: Class 9 contains 819 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48419 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 284517 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 1626 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1609 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 121591 members 
Mstep: Class 26 contains 1062 members 
Mstep: Class 27 contains 268 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 134 members 
Entering Unmasked Estep 
Score: -27469828.000000 Penalty: 17404.173828
Splitting cluster 16 changes total score from -27468820.000000 to -27469828.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (4049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Entering Unmasked Estep 
Score: -204697.140625 Penalty: 377.933228
	Iteration 0F: 2 clusters Score -204697.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -201923.984375 Penalty: 755.866455
	Iteration 0F: 3 clusters Score -201924 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -202944.843750 Penalty: 755.866455
	Iteration 1F: 3 clusters Score -202944.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -203055.609375 Penalty: 755.866455
	Iteration 2F: 3 clusters Score -203055.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -203197.734375 Penalty: 755.866455
	Iteration 3F: 3 clusters Score -203197.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -203367.359375 Penalty: 755.866455
	Iteration 4F: 3 clusters Score -203367.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -203609.578125 Penalty: 755.866455
	Iteration 5F: 3 clusters Score -203609.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -203938.296875 Penalty: 755.866455
	Iteration 6F: 3 clusters Score -203938.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -204193.609375 Penalty: 755.866455
	Iteration 7F: 3 clusters Score -204193.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -204336.703125 Penalty: 755.866455
	Iteration 8Q: 3 clusters Score -204336.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -204449.359375 Penalty: 755.866455
	Iteration 9Q: 3 clusters Score -204449.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -204531.093750 Penalty: 755.866455
	Iteration 10Q: 3 clusters Score -204531.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -204570.843750 Penalty: 755.866455
	Iteration 11Q: 3 clusters Score -204570.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -204601.343750 Penalty: 755.866455
	Iteration 12Q: 3 clusters Score -204601.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -204622.890625 Penalty: 755.866455
	Iteration 13Q: 3 clusters Score -204622.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -204634.703125 Penalty: 755.866455
	Iteration 14Q: 3 clusters Score -204634.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -204639.531250 Penalty: 755.866455
	Iteration 15Q: 3 clusters Score -204639.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -204641.765625 Penalty: 755.866455
	Iteration 16Q: 3 clusters Score -204641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -204641.765625 Penalty: 755.866455
	Iteration 17F: 3 clusters Score -204641.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -25309.406250 Penalty: 285.758026
	Iteration 0F: 2 clusters Score -25309.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24786.789062 Penalty: 571.516052
	Iteration 0F: 3 clusters Score -24786.79 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24903.484375 Penalty: 571.516052
	Iteration 1F: 3 clusters Score -24903.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24941.548828 Penalty: 571.516052
	Iteration 2F: 3 clusters Score -24941.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24968.453125 Penalty: 571.516052
	Iteration 3F: 3 clusters Score -24968.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25009.589844 Penalty: 571.516052
	Iteration 4F: 3 clusters Score -25009.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25037.664062 Penalty: 571.516052
	Iteration 5Q: 3 clusters Score -25037.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25060.265625 Penalty: 571.516052
	Iteration 6Q: 3 clusters Score -25060.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25080.226562 Penalty: 571.516052
	Iteration 7Q: 3 clusters Score -25080.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25092.326172 Penalty: 571.516052
	Iteration 8Q: 3 clusters Score -25092.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25095.212891 Penalty: 571.516052
	Iteration 9Q: 3 clusters Score -25095.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25096.517578 Penalty: 571.516052
	Iteration 10Q: 3 clusters Score -25096.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25100.228516 Penalty: 571.516052
	Iteration 11Q: 3 clusters Score -25100.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25104.833984 Penalty: 571.516052
	Iteration 12Q: 3 clusters Score -25104.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25108.236328 Penalty: 571.516052
	Iteration 13Q: 3 clusters Score -25108.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25109.642578 Penalty: 571.516052
	Iteration 14Q: 3 clusters Score -25109.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25111.976562 Penalty: 571.516052
	Iteration 15Q: 3 clusters Score -25111.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25113.449219 Penalty: 571.516052
	Iteration 16Q: 3 clusters Score -25113.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25113.449219 Penalty: 571.516052
	Iteration 17F: 3 clusters Score -25113.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -68033.148438 Penalty: 336.421478
	Iteration 0F: 2 clusters Score -68033.15 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 833 members 
Entering Unmasked Estep 
Score: -66811.085938 Penalty: 672.842957
	Iteration 0F: 3 clusters Score -66811.09 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -67352.664062 Penalty: 672.842957
	Iteration 1F: 3 clusters Score -67352.66 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -67672.132812 Penalty: 672.842957
	Iteration 2F: 3 clusters Score -67672.13 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -68036.710938 Penalty: 672.842957
	Iteration 3F: 3 clusters Score -68036.71 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -68376.835938 Penalty: 672.842957
	Iteration 4F: 3 clusters Score -68376.84 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -68779.023438 Penalty: 672.842957
	Iteration 5F: 3 clusters Score -68779.02 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -69346.898438 Penalty: 672.842957
	Iteration 6F: 3 clusters Score -69346.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -69798.906250 Penalty: 672.842957
	Iteration 7F: 3 clusters Score -69798.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -69855.843750 Penalty: 672.842957
	Iteration 8Q: 3 clusters Score -69855.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -69869.906250 Penalty: 672.842957
	Iteration 9Q: 3 clusters Score -69869.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -69886.281250 Penalty: 672.842957
	Iteration 10Q: 3 clusters Score -69886.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -69896.773438 Penalty: 672.842957
	Iteration 11Q: 3 clusters Score -69896.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -69906.523438 Penalty: 672.842957
	Iteration 12Q: 3 clusters Score -69906.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -69913.562500 Penalty: 672.842957
	Iteration 13Q: 3 clusters Score -69913.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -69919.382812 Penalty: 672.842957
	Iteration 14Q: 3 clusters Score -69919.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -69921.968750 Penalty: 672.842957
	Iteration 15Q: 3 clusters Score -69921.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -69924.203125 Penalty: 672.842957
	Iteration 16Q: 3 clusters Score -69924.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -69927.507812 Penalty: 672.842957
	Iteration 17Q: 3 clusters Score -69927.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -69939.242188 Penalty: 672.842957
	Iteration 18Q: 3 clusters Score -69939.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -69956.226562 Penalty: 672.842957
	Iteration 19Q: 3 clusters Score -69956.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -69969.492188 Penalty: 672.842957
	Iteration 20F: 3 clusters Score -69969.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -69977.984375 Penalty: 672.842957
	Iteration 21Q: 3 clusters Score -69977.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -69988.523438 Penalty: 672.842957
	Iteration 22Q: 3 clusters Score -69988.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -70005.937500 Penalty: 672.842957
	Iteration 23Q: 3 clusters Score -70005.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -70010.375000 Penalty: 672.842957
	Iteration 24Q: 3 clusters Score -70010.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -70010.906250 Penalty: 672.842957
	Iteration 25Q: 3 clusters Score -70010.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -70010.906250 Penalty: 672.842957
	Iteration 26F: 3 clusters Score -70010.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 991 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 45923 members 
Mstep: Class 5 contains 3066 members 
Mstep: Class 6 contains 1481 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 202 members 
Mstep: Class 9 contains 819 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48419 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 284517 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 1001 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 1609 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 121591 members 
Mstep: Class 26 contains 1062 members 
Mstep: Class 27 contains 268 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 625 members 
Entering Unmasked Estep 
Score: -27471560.000000 Penalty: 18004.318359
Splitting cluster 19 changes total score from -27468820.000000 to -27471560.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -107056.171875 Penalty: 344.852142
	Iteration 0F: 2 clusters Score -107056.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -105675.710938 Penalty: 689.704285
	Iteration 0F: 3 clusters Score -105675.7 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -106338.648438 Penalty: 689.704285
	Iteration 1F: 3 clusters Score -106338.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -106494.117188 Penalty: 689.704285
	Iteration 2F: 3 clusters Score -106494.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -106623.101562 Penalty: 689.704285
	Iteration 3F: 3 clusters Score -106623.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -106716.453125 Penalty: 689.704285
	Iteration 4F: 3 clusters Score -106716.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -106797.187500 Penalty: 689.704285
	Iteration 5Q: 3 clusters Score -106797.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -106825.539062 Penalty: 689.704285
	Iteration 6Q: 3 clusters Score -106825.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -106842.382812 Penalty: 689.704285
	Iteration 7Q: 3 clusters Score -106842.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -106854.296875 Penalty: 689.704285
	Iteration 8Q: 3 clusters Score -106854.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -106863.375000 Penalty: 689.704285
	Iteration 9Q: 3 clusters Score -106863.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -106868.976562 Penalty: 689.704285
	Iteration 10Q: 3 clusters Score -106869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -106876.132812 Penalty: 689.704285
	Iteration 11Q: 3 clusters Score -106876.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -106884.148438 Penalty: 689.704285
	Iteration 12Q: 3 clusters Score -106884.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -106889.984375 Penalty: 689.704285
	Iteration 13Q: 3 clusters Score -106890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -106893.171875 Penalty: 689.704285
	Iteration 14Q: 3 clusters Score -106893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -106895.304688 Penalty: 689.704285
	Iteration 15Q: 3 clusters Score -106895.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -106897.414062 Penalty: 689.704285
	Iteration 16Q: 3 clusters Score -106897.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -106899.578125 Penalty: 689.704285
	Iteration 17Q: 3 clusters Score -106899.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -106900.625000 Penalty: 689.704285
	Iteration 18Q: 3 clusters Score -106900.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -106901.820312 Penalty: 689.704285
	Iteration 19Q: 3 clusters Score -106901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -106902.054688 Penalty: 689.704285
	Iteration 20F: 3 clusters Score -106902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -106902.484375 Penalty: 689.704285
	Iteration 21Q: 3 clusters Score -106902.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -106902.398438 Penalty: 689.704285
	Iteration 22Q: 3 clusters Score -106902.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -106902.398438 Penalty: 689.704285
	Iteration 23F: 3 clusters Score -106902.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -15600.582031 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -15600.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15203.078125 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -15203.08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15307.989258 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -15307.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15367.667969 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -15367.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15410.969727 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -15410.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15435.213867 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -15435.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15460.610352 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -15460.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15505.891602 Penalty: 534.873962
	Iteration 6F: 3 clusters Score -15505.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15537.690430 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -15537.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15571.522461 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -15571.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15581.191406 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -15581.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15586.869141 Penalty: 534.873962
	Iteration 10Q: 3 clusters Score -15586.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15591.473633 Penalty: 534.873962
	Iteration 11Q: 3 clusters Score -15591.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15593.869141 Penalty: 534.873962
	Iteration 12Q: 3 clusters Score -15593.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15597.401367 Penalty: 534.873962
	Iteration 13Q: 3 clusters Score -15597.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15597.401367 Penalty: 534.873962
	Iteration 14F: 3 clusters Score -15597.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -5895.251953 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -5895.252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5672.747559 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -5672.748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5710.734863 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -5710.735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5716.260254 Penalty: 439.376556
	Iteration 2Q: 3 clusters Score -5716.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5716.260254 Penalty: 439.376556
	Iteration 3F: 3 clusters Score -5716.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Entering Unmasked Estep 
Score: -79433.953125 Penalty: 335.943237
	Iteration 0F: 2 clusters Score -79433.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -78260.718750 Penalty: 671.886475
	Iteration 0F: 3 clusters Score -78260.72 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -78744.851562 Penalty: 671.886475
	Iteration 1F: 3 clusters Score -78744.85 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -78838.156250 Penalty: 671.886475
	Iteration 2F: 3 clusters Score -78838.16 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -78905.726562 Penalty: 671.886475
	Iteration 3F: 3 clusters Score -78905.73 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -79006.406250 Penalty: 671.886475
	Iteration 4F: 3 clusters Score -79006.41 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -79116.843750 Penalty: 671.886475
	Iteration 5F: 3 clusters Score -79116.84 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -79196.640625 Penalty: 671.886475
	Iteration 6Q: 3 clusters Score -79196.64 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -79284.140625 Penalty: 671.886475
	Iteration 7F: 3 clusters Score -79284.14 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -79361.906250 Penalty: 671.886475
	Iteration 8Q: 3 clusters Score -79361.91 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -79427.210938 Penalty: 671.886475
	Iteration 9Q: 3 clusters Score -79427.21 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -79493.835938 Penalty: 671.886475
	Iteration 10F: 3 clusters Score -79493.84 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -79533.992188 Penalty: 671.886475
	Iteration 11Q: 3 clusters Score -79533.99 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -79563.617188 Penalty: 671.886475
	Iteration 12Q: 3 clusters Score -79563.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -79580.015625 Penalty: 671.886475
	Iteration 13Q: 3 clusters Score -79580.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -79585.875000 Penalty: 671.886475
	Iteration 14Q: 3 clusters Score -79585.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -79587.554688 Penalty: 671.886475
	Iteration 15Q: 3 clusters Score -79587.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -79589.554688 Penalty: 671.886475
	Iteration 16Q: 3 clusters Score -79589.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -79590.625000 Penalty: 671.886475
	Iteration 17Q: 3 clusters Score -79590.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -79592.703125 Penalty: 671.886475
	Iteration 18Q: 3 clusters Score -79592.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -79595.148438 Penalty: 671.886475
	Iteration 19Q: 3 clusters Score -79595.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -79606.914062 Penalty: 671.886475
	Iteration 20F: 3 clusters Score -79606.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -79643.523438 Penalty: 671.886475
	Iteration 21Q: 3 clusters Score -79643.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -79697.593750 Penalty: 671.886475
	Iteration 22Q: 3 clusters Score -79697.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -79724.109375 Penalty: 671.886475
	Iteration 23Q: 3 clusters Score -79724.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -79737.132812 Penalty: 671.886475
	Iteration 24Q: 3 clusters Score -79737.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -79745.460938 Penalty: 671.886475
	Iteration 25Q: 3 clusters Score -79745.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -79750.625000 Penalty: 671.886475
	Iteration 26Q: 3 clusters Score -79750.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -79752.921875 Penalty: 671.886475
	Iteration 27Q: 3 clusters Score -79752.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -79753.351562 Penalty: 671.886475
	Iteration 28Q: 3 clusters Score -79753.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -79753.351562 Penalty: 671.886475
	Iteration 29F: 3 clusters Score -79753.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 991 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 45923 members 
Mstep: Class 5 contains 3066 members 
Mstep: Class 6 contains 1481 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 202 members 
Mstep: Class 9 contains 819 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48419 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 284517 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 1001 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 121591 members 
Mstep: Class 26 contains 1062 members 
Mstep: Class 27 contains 268 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 1074 members 
Entering Unmasked Estep 
Score: -27471634.000000 Penalty: 18604.462891
Splitting cluster 23 changes total score from -27468820.000000 to -27471634.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -24112.585938 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -24112.59 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 220 members 
Entering Unmasked Estep 
Score: -23683.425781 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -23683.43 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23889.507812 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -23889.51 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23973.087891 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -23973.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24011.486328 Penalty: 558.139221
	Iteration 3Q: 3 clusters Score -24011.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -24044.710938 Penalty: 558.139221
	Iteration 4F: 3 clusters Score -24044.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -24064.666016 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -24064.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -24072.644531 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -24072.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -24074.351562 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -24074.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -24074.351562 Penalty: 558.139221
	Iteration 8F: 3 clusters Score -24074.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (121591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121591 members 
Entering Unmasked Estep 
Score: -6560825.000000 Penalty: 532.733032
	Iteration 0F: 2 clusters Score -6560825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -6478588.500000 Penalty: 1065.466064
	Iteration 0F: 3 clusters Score -6478588 nChanged 59579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -6517633.000000 Penalty: 1065.466064
	Iteration 1F: 3 clusters Score -6517633 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 71714 members 
Entering Unmasked Estep 
Score: -6522098.000000 Penalty: 1065.466064
	Iteration 2F: 3 clusters Score -6522098 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -6528658.500000 Penalty: 1065.466064
	Iteration 3F: 3 clusters Score -6528658 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 77005 members 
Entering Unmasked Estep 
Score: -6535758.000000 Penalty: 1065.466064
	Iteration 4F: 3 clusters Score -6535758 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -6541565.500000 Penalty: 1065.466064
	Iteration 5F: 3 clusters Score -6541566 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -6545163.500000 Penalty: 1065.466064
	Iteration 6F: 3 clusters Score -6545164 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -6546715.000000 Penalty: 1065.466064
	Iteration 7Q: 3 clusters Score -6546715 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 80186 members 
Entering Unmasked Estep 
Score: -6547378.500000 Penalty: 1065.466064
	Iteration 8Q: 3 clusters Score -6547378 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
Score: -6547785.000000 Penalty: 1065.466064
	Iteration 9Q: 3 clusters Score -6547785 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -6548131.000000 Penalty: 1065.466064
	Iteration 10Q: 3 clusters Score -6548131 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -6548419.500000 Penalty: 1065.466064
	Iteration 11Q: 3 clusters Score -6548420 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 82192 members 
Entering Unmasked Estep 
Score: -6548633.500000 Penalty: 1065.466064
	Iteration 12Q: 3 clusters Score -6548634 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -6548939.500000 Penalty: 1065.466064
	Iteration 13Q: 3 clusters Score -6548940 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 83039 members 
Entering Unmasked Estep 
Score: -6549182.500000 Penalty: 1065.466064
	Iteration 14Q: 3 clusters Score -6549182 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 83503 members 
Entering Unmasked Estep 
Score: -6549446.000000 Penalty: 1065.466064
	Iteration 15Q: 3 clusters Score -6549446 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 83959 members 
Entering Unmasked Estep 
Score: -6549636.000000 Penalty: 1065.466064
	Iteration 16Q: 3 clusters Score -6549636 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -6549845.000000 Penalty: 1065.466064
	Iteration 17Q: 3 clusters Score -6549845 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 84928 members 
Entering Unmasked Estep 
Score: -6550036.000000 Penalty: 1065.466064
	Iteration 18Q: 3 clusters Score -6550036 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -6550149.000000 Penalty: 1065.466064
	Iteration 19Q: 3 clusters Score -6550149 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 86041 members 
Entering Unmasked Estep 
Score: -6550283.000000 Penalty: 1065.466064
	Iteration 20F: 3 clusters Score -6550283 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 86670 members 
Entering Unmasked Estep 
Score: -6550486.000000 Penalty: 1065.466064
	Iteration 21Q: 3 clusters Score -6550486 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 87369 members 
Entering Unmasked Estep 
Score: -6550675.500000 Penalty: 1065.466064
	Iteration 22Q: 3 clusters Score -6550676 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
Score: -6550870.000000 Penalty: 1065.466064
	Iteration 23Q: 3 clusters Score -6550870 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 88800 members 
Entering Unmasked Estep 
Score: -6550974.000000 Penalty: 1065.466064
	Iteration 24Q: 3 clusters Score -6550974 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 89533 members 
Entering Unmasked Estep 
Score: -6551097.500000 Penalty: 1065.466064
	Iteration 25Q: 3 clusters Score -6551098 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 90315 members 
Entering Unmasked Estep 
Score: -6551231.000000 Penalty: 1065.466064
	Iteration 26Q: 3 clusters Score -6551231 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -6551416.000000 Penalty: 1065.466064
	Iteration 27Q: 3 clusters Score -6551416 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 92140 members 
Entering Unmasked Estep 
Score: -6551597.000000 Penalty: 1065.466064
	Iteration 28Q: 3 clusters Score -6551597 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 93138 members 
Entering Unmasked Estep 
Score: -6551787.000000 Penalty: 1065.466064
	Iteration 29Q: 3 clusters Score -6551787 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 94144 members 
Entering Unmasked Estep 
Score: -6552029.500000 Penalty: 1065.466064
	Iteration 30Q: 3 clusters Score -6552030 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 95178 members 
Entering Unmasked Estep 
Score: -6552245.000000 Penalty: 1065.466064
	Iteration 31Q: 3 clusters Score -6552245 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 96253 members 
Entering Unmasked Estep 
Score: -6552440.000000 Penalty: 1065.466064
	Iteration 32Q: 3 clusters Score -6552440 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 97419 members 
Entering Unmasked Estep 
Score: -6552687.000000 Penalty: 1065.466064
	Iteration 33Q: 3 clusters Score -6552687 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 98629 members 
Entering Unmasked Estep 
Score: -6552963.000000 Penalty: 1065.466064
	Iteration 34Q: 3 clusters Score -6552963 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
Score: -6553231.500000 Penalty: 1065.466064
	Iteration 35Q: 3 clusters Score -6553232 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 101159 members 
Entering Unmasked Estep 
Score: -6553563.000000 Penalty: 1065.466064
	Iteration 36Q: 3 clusters Score -6553563 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 102499 members 
Entering Unmasked Estep 
Score: -6553902.500000 Penalty: 1065.466064
	Iteration 37Q: 3 clusters Score -6553902 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 103831 members 
Entering Unmasked Estep 
Score: -6554261.500000 Penalty: 1065.466064
	Iteration 38Q: 3 clusters Score -6554262 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 105262 members 
Entering Unmasked Estep 
Score: -6554656.000000 Penalty: 1065.466064
	Iteration 39Q: 3 clusters Score -6554656 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 106716 members 
Entering Unmasked Estep 
Score: -6555100.500000 Penalty: 1065.466064
	Iteration 40F: 3 clusters Score -6555100 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 108204 members 
Entering Unmasked Estep 
Score: -6555608.000000 Penalty: 1065.466064
	Iteration 41Q: 3 clusters Score -6555608 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 109687 members 
Entering Unmasked Estep 
Score: -6556084.500000 Penalty: 1065.466064
	Iteration 42Q: 3 clusters Score -6556084 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 111142 members 
Entering Unmasked Estep 
Score: -6556559.000000 Penalty: 1065.466064
	Iteration 43Q: 3 clusters Score -6556559 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 112522 members 
Entering Unmasked Estep 
Score: -6557037.000000 Penalty: 1065.466064
	Iteration 44Q: 3 clusters Score -6557037 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 113850 members 
Entering Unmasked Estep 
Score: -6557535.500000 Penalty: 1065.466064
	Iteration 45Q: 3 clusters Score -6557536 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 115114 members 
Entering Unmasked Estep 
Score: -6558066.500000 Penalty: 1065.466064
	Iteration 46Q: 3 clusters Score -6558066 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 116233 members 
Entering Unmasked Estep 
Score: -6558471.000000 Penalty: 1065.466064
	Iteration 47Q: 3 clusters Score -6558471 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 117157 members 
Entering Unmasked Estep 
Score: -6558844.000000 Penalty: 1065.466064
	Iteration 48Q: 3 clusters Score -6558844 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 117953 members 
Entering Unmasked Estep 
Score: -6559121.500000 Penalty: 1065.466064
	Iteration 49Q: 3 clusters Score -6559122 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 118627 members 
Entering Unmasked Estep 
Score: -6559373.000000 Penalty: 1065.466064
	Iteration 50Q: 3 clusters Score -6559373 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 119182 members 
Entering Unmasked Estep 
Score: -6559570.000000 Penalty: 1065.466064
	Iteration 51Q: 3 clusters Score -6559570 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 119646 members 
Entering Unmasked Estep 
Score: -6559763.000000 Penalty: 1065.466064
	Iteration 52Q: 3 clusters Score -6559763 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 120009 members 
Entering Unmasked Estep 
Score: -6559881.500000 Penalty: 1065.466064
	Iteration 53Q: 3 clusters Score -6559882 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 120303 members 
Entering Unmasked Estep 
Score: -6560000.500000 Penalty: 1065.466064
	Iteration 54Q: 3 clusters Score -6560000 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 120513 members 
Entering Unmasked Estep 
Score: -6560108.500000 Penalty: 1065.466064
	Iteration 55Q: 3 clusters Score -6560108 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 120674 members 
Entering Unmasked Estep 
Score: -6560164.000000 Penalty: 1065.466064
	Iteration 56Q: 3 clusters Score -6560164 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 120806 members 
Entering Unmasked Estep 
Score: -6560212.000000 Penalty: 1065.466064
	Iteration 57Q: 3 clusters Score -6560212 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 120914 members 
Entering Unmasked Estep 
Score: -6560281.000000 Penalty: 1065.466064
	Iteration 58Q: 3 clusters Score -6560281 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 120985 members 
Entering Unmasked Estep 
Score: -6560324.000000 Penalty: 1065.466064
	Iteration 59Q: 3 clusters Score -6560324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 121036 members 
Entering Unmasked Estep 
Score: -6560362.000000 Penalty: 1065.466064
	Iteration 60F: 3 clusters Score -6560362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -6560392.500000 Penalty: 1065.466064
	Iteration 61Q: 3 clusters Score -6560392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 121109 members 
Entering Unmasked Estep 
Score: -6560420.500000 Penalty: 1065.466064
	Iteration 62Q: 3 clusters Score -6560420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 121123 members 
Entering Unmasked Estep 
Score: -6560430.500000 Penalty: 1065.466064
	Iteration 63Q: 3 clusters Score -6560430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 121139 members 
Entering Unmasked Estep 
Score: -6560443.000000 Penalty: 1065.466064
	Iteration 64Q: 3 clusters Score -6560443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 121151 members 
Entering Unmasked Estep 
Score: -6560451.500000 Penalty: 1065.466064
	Iteration 65Q: 3 clusters Score -6560452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 121162 members 
Entering Unmasked Estep 
Score: -6560454.500000 Penalty: 1065.466064
	Iteration 66Q: 3 clusters Score -6560454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 121170 members 
Entering Unmasked Estep 
Score: -6560457.000000 Penalty: 1065.466064
	Iteration 67Q: 3 clusters Score -6560457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 121178 members 
Entering Unmasked Estep 
Score: -6560457.000000 Penalty: 1065.466064
	Iteration 68Q: 3 clusters Score -6560457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 121183 members 
Entering Unmasked Estep 
Score: -6560456.000000 Penalty: 1065.466064
	Iteration 69Q: 3 clusters Score -6560456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 121188 members 
Entering Unmasked Estep 
Score: -6560458.000000 Penalty: 1065.466064
	Iteration 70Q: 3 clusters Score -6560458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 121188 members 
Entering Unmasked Estep 
Score: -6560459.500000 Penalty: 1065.466064
	Iteration 71Q: 3 clusters Score -6560460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 121190 members 
Entering Unmasked Estep 
Score: -6560464.500000 Penalty: 1065.466064
	Iteration 72Q: 3 clusters Score -6560464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 121187 members 
Entering Unmasked Estep 
Score: -6560460.500000 Penalty: 1065.466064
	Iteration 73Q: 3 clusters Score -6560460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 121188 members 
Entering Unmasked Estep 
Score: -6560461.000000 Penalty: 1065.466064
	Iteration 74Q: 3 clusters Score -6560461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 121188 members 
Entering Unmasked Estep 
Score: -6560462.000000 Penalty: 1065.466064
	Iteration 75Q: 3 clusters Score -6560462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 121189 members 
Entering Unmasked Estep 
Score: -6560461.000000 Penalty: 1065.466064
	Iteration 76Q: 3 clusters Score -6560461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 121191 members 
Entering Unmasked Estep 
Score: -6560462.000000 Penalty: 1065.466064
	Iteration 77Q: 3 clusters Score -6560462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 121195 members 
Entering Unmasked Estep 
Score: -6560464.500000 Penalty: 1065.466064
	Iteration 78Q: 3 clusters Score -6560464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 121198 members 
Entering Unmasked Estep 
Score: -6560465.000000 Penalty: 1065.466064
	Iteration 79Q: 3 clusters Score -6560465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 121200 members 
Entering Unmasked Estep 
Score: -6560469.000000 Penalty: 1065.466064
	Iteration 80F: 3 clusters Score -6560469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 121205 members 
Entering Unmasked Estep 
Score: -6560471.500000 Penalty: 1065.466064
	Iteration 81Q: 3 clusters Score -6560472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 121205 members 
Entering Unmasked Estep 
Score: -6560471.500000 Penalty: 1065.466064
	Iteration 82Q: 3 clusters Score -6560472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 121204 members 
Entering Unmasked Estep 
Score: -6560469.500000 Penalty: 1065.466064
	Iteration 83Q: 3 clusters Score -6560470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 121203 members 
Entering Unmasked Estep 
Score: -6560469.500000 Penalty: 1065.466064
	Iteration 84Q: 3 clusters Score -6560470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 121201 members 
Entering Unmasked Estep 
Score: -6560472.000000 Penalty: 1065.466064
	Iteration 85Q: 3 clusters Score -6560472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 121203 members 
Entering Unmasked Estep 
Score: -6560471.000000 Penalty: 1065.466064
	Iteration 86Q: 3 clusters Score -6560471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 121205 members 
Entering Unmasked Estep 
Score: -6560473.000000 Penalty: 1065.466064
	Iteration 87Q: 3 clusters Score -6560473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 121204 members 
Entering Unmasked Estep 
Score: -6560471.500000 Penalty: 1065.466064
	Iteration 88Q: 3 clusters Score -6560472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 121204 members 
Entering Unmasked Estep 
Score: -6560471.500000 Penalty: 1065.466064
	Iteration 89F: 3 clusters Score -6560472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -49738.828125 Penalty: 317.039886
	Iteration 0F: 2 clusters Score -49738.83 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 524 members 
Entering Unmasked Estep 
Score: -48916.464844 Penalty: 634.079773
	Iteration 0F: 3 clusters Score -48916.46 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -49195.703125 Penalty: 634.079773
	Iteration 1F: 3 clusters Score -49195.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -49271.980469 Penalty: 634.079773
	Iteration 2F: 3 clusters Score -49271.98 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -49323.019531 Penalty: 634.079773
	Iteration 3F: 3 clusters Score -49323.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -49344.222656 Penalty: 634.079773
	Iteration 4Q: 3 clusters Score -49344.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -49359.328125 Penalty: 634.079773
	Iteration 5Q: 3 clusters Score -49359.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -49369.957031 Penalty: 634.079773
	Iteration 6Q: 3 clusters Score -49369.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -49378.375000 Penalty: 634.079773
	Iteration 7Q: 3 clusters Score -49378.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -49383.367188 Penalty: 634.079773
	Iteration 8Q: 3 clusters Score -49383.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -49388.175781 Penalty: 634.079773
	Iteration 9Q: 3 clusters Score -49388.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -49392.550781 Penalty: 634.079773
	Iteration 10Q: 3 clusters Score -49392.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -49395.394531 Penalty: 634.079773
	Iteration 11Q: 3 clusters Score -49395.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -49397.378906 Penalty: 634.079773
	Iteration 12Q: 3 clusters Score -49397.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -49401.371094 Penalty: 634.079773
	Iteration 13Q: 3 clusters Score -49401.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -49404.023438 Penalty: 634.079773
	Iteration 14Q: 3 clusters Score -49404.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -49405.699219 Penalty: 634.079773
	Iteration 15Q: 3 clusters Score -49405.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -49408.320312 Penalty: 634.079773
	Iteration 16Q: 3 clusters Score -49408.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -49411.101562 Penalty: 634.079773
	Iteration 17Q: 3 clusters Score -49411.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -49414.527344 Penalty: 634.079773
	Iteration 18Q: 3 clusters Score -49414.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -49417.703125 Penalty: 634.079773
	Iteration 19Q: 3 clusters Score -49417.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -49420.792969 Penalty: 634.079773
	Iteration 20F: 3 clusters Score -49420.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -49422.867188 Penalty: 634.079773
	Iteration 21Q: 3 clusters Score -49422.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -49425.515625 Penalty: 634.079773
	Iteration 22Q: 3 clusters Score -49425.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -49427.980469 Penalty: 634.079773
	Iteration 23Q: 3 clusters Score -49427.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -49428.527344 Penalty: 634.079773
	Iteration 24Q: 3 clusters Score -49428.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -49429.484375 Penalty: 634.079773
	Iteration 25Q: 3 clusters Score -49429.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49430.183594 Penalty: 634.079773
	Iteration 26Q: 3 clusters Score -49430.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -49430.351562 Penalty: 634.079773
	Iteration 27Q: 3 clusters Score -49430.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -49430.351562 Penalty: 634.079773
	Iteration 28F: 3 clusters Score -49430.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 991 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 45923 members 
Mstep: Class 5 contains 3066 members 
Mstep: Class 6 contains 1481 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 202 members 
Mstep: Class 9 contains 819 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48419 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 284517 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 1001 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 121591 members 
Mstep: Class 26 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472244.000000 Penalty: 18604.462891
Iteration 79Q: 32 clusters Score -2.747224e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 2574 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 998 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 45969 members 
Mstep: Class 5 contains 3076 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 791 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48425 members 
Mstep: Class 12 contains 3040 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 284658 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 1010 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 539 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 121409 members 
Mstep: Class 26 contains 1064 members 
Mstep: Class 27 contains 268 members 
Mstep: Class 28 contains 277 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 623 members 
Mstep: Class 31 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472796.000000 Penalty: 18604.462891
Iteration 80F: 32 clusters Score -2.74728e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 2561 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 992 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 45979 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 1511 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48436 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 585 members 
Mstep: Class 14 contains 284779 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 534 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 121194 members 
Mstep: Class 26 contains 1066 members 
Mstep: Class 27 contains 287 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 607 members 
Mstep: Class 31 contains 1083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473036.000000 Penalty: 18604.462891
Iteration 81Q: 32 clusters Score -2.747304e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 988 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 45997 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48451 members 
Mstep: Class 12 contains 3040 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 284897 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1934 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 121009 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 299 members 
Mstep: Class 28 contains 297 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 594 members 
Mstep: Class 31 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473034.000000 Penalty: 18604.462891
Iteration 82Q: 32 clusters Score -2.747303e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 982 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 46017 members 
Mstep: Class 5 contains 3082 members 
Mstep: Class 6 contains 1539 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48460 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 285022 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1912 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 120837 members 
Mstep: Class 26 contains 1071 members 
Mstep: Class 27 contains 306 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 587 members 
Mstep: Class 31 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472994.000000 Penalty: 18604.462891
Iteration 83Q: 32 clusters Score -2.747299e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 46040 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 1556 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 756 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48469 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 572 members 
Mstep: Class 14 contains 285128 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 541 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 528 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 120676 members 
Mstep: Class 26 contains 1075 members 
Mstep: Class 27 contains 308 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473018.000000 Penalty: 18604.462891
Iteration 84Q: 32 clusters Score -2.747302e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 46068 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 1577 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 754 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48469 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 285230 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1886 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 120519 members 
Mstep: Class 26 contains 1076 members 
Mstep: Class 27 contains 310 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473000.000000 Penalty: 18604.462891
Iteration 85Q: 32 clusters Score -2.7473e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 979 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 46086 members 
Mstep: Class 5 contains 3080 members 
Mstep: Class 6 contains 1599 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48478 members 
Mstep: Class 12 contains 3034 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 285330 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1875 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 120364 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 310 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472970.000000 Penalty: 18604.462891
Iteration 86Q: 32 clusters Score -2.747297e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 983 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 46099 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48483 members 
Mstep: Class 12 contains 3029 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 285451 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1866 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 524 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 120211 members 
Mstep: Class 26 contains 1079 members 
Mstep: Class 27 contains 310 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472934.000000 Penalty: 18604.462891
Iteration 87Q: 32 clusters Score -2.747293e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 984 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 46125 members 
Mstep: Class 5 contains 3080 members 
Mstep: Class 6 contains 1633 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48491 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 285518 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 544 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1858 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 523 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 120079 members 
Mstep: Class 26 contains 1080 members 
Mstep: Class 27 contains 310 members 
Mstep: Class 28 contains 310 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472900.000000 Penalty: 18604.462891
Iteration 88Q: 32 clusters Score -2.74729e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 981 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 46151 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48490 members 
Mstep: Class 12 contains 3021 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 285596 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 544 members 
Mstep: Class 19 contains 1010 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 524 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 119952 members 
Mstep: Class 26 contains 1082 members 
Mstep: Class 27 contains 310 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472856.000000 Penalty: 18604.462891
Iteration 89Q: 32 clusters Score -2.747286e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 46185 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 1671 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48486 members 
Mstep: Class 12 contains 3019 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 285662 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 544 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 119834 members 
Mstep: Class 26 contains 1084 members 
Mstep: Class 27 contains 310 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 583 members 
Mstep: Class 31 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472780.000000 Penalty: 18604.462891
Iteration 90Q: 32 clusters Score -2.747278e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 980 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 46210 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48485 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 285728 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1842 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 119718 members 
Mstep: Class 26 contains 1087 members 
Mstep: Class 27 contains 310 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472784.000000 Penalty: 18604.462891
Iteration 91Q: 32 clusters Score -2.747278e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 982 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 46228 members 
Mstep: Class 5 contains 3082 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48488 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 285799 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 119593 members 
Mstep: Class 26 contains 1088 members 
Mstep: Class 27 contains 310 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472730.000000 Penalty: 18604.462891
Iteration 92Q: 32 clusters Score -2.747273e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 982 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 46250 members 
Mstep: Class 5 contains 3082 members 
Mstep: Class 6 contains 1752 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48482 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 285880 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 119460 members 
Mstep: Class 26 contains 1092 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472680.000000 Penalty: 18604.462891
Iteration 93Q: 32 clusters Score -2.747268e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 979 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 46273 members 
Mstep: Class 5 contains 3082 members 
Mstep: Class 6 contains 1785 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48478 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 285950 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1828 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 119333 members 
Mstep: Class 26 contains 1100 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472636.000000 Penalty: 18604.462891
Iteration 94Q: 32 clusters Score -2.747264e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 979 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 46288 members 
Mstep: Class 5 contains 3084 members 
Mstep: Class 6 contains 1816 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48468 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 286008 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1823 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 119229 members 
Mstep: Class 26 contains 1101 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472634.000000 Penalty: 18604.462891
Iteration 95Q: 32 clusters Score -2.747263e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 979 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 46304 members 
Mstep: Class 5 contains 3084 members 
Mstep: Class 6 contains 1838 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48463 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 286063 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1814 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 119143 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472574.000000 Penalty: 18604.462891
Iteration 96Q: 32 clusters Score -2.747257e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 980 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 46324 members 
Mstep: Class 5 contains 3084 members 
Mstep: Class 6 contains 1845 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48457 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 286115 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1806 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 119067 members 
Mstep: Class 26 contains 1106 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472560.000000 Penalty: 18604.462891
Iteration 97Q: 32 clusters Score -2.747256e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 980 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 46345 members 
Mstep: Class 5 contains 3084 members 
Mstep: Class 6 contains 1858 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48449 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 286169 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 118981 members 
Mstep: Class 26 contains 1107 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472568.000000 Penalty: 18604.462891
Iteration 98Q: 32 clusters Score -2.747257e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 980 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 46362 members 
Mstep: Class 5 contains 3086 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48449 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 286209 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 541 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1793 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 118912 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472566.000000 Penalty: 18604.462891
Iteration 99Q: 32 clusters Score -2.747257e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 980 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 46382 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48453 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 286238 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 541 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1786 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 118840 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472712.000000 Penalty: 18604.462891
Iteration 100F: 32 clusters Score -2.747271e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 980 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 46388 members 
Mstep: Class 5 contains 3088 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48442 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 286273 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 541 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 118786 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472750.000000 Penalty: 18604.462891
Iteration 101Q: 32 clusters Score -2.747275e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 980 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 46400 members 
Mstep: Class 5 contains 3089 members 
Mstep: Class 6 contains 1925 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48427 members 
Mstep: Class 12 contains 3012 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 286312 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 541 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1776 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 118712 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472694.000000 Penalty: 18604.462891
Iteration 102Q: 32 clusters Score -2.747269e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 981 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 46409 members 
Mstep: Class 5 contains 3089 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48406 members 
Mstep: Class 12 contains 3012 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 286363 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 541 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1773 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 118627 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472662.000000 Penalty: 18604.462891
Iteration 103Q: 32 clusters Score -2.747266e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 983 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 46413 members 
Mstep: Class 5 contains 3089 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48388 members 
Mstep: Class 12 contains 3012 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 286416 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 541 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1768 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 118532 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472654.000000 Penalty: 18604.462891
Iteration 104Q: 32 clusters Score -2.747265e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 984 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 46417 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 2022 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48378 members 
Mstep: Class 12 contains 3011 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 286462 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1761 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 118454 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472650.000000 Penalty: 18604.462891
Iteration 105Q: 32 clusters Score -2.747265e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 46421 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48371 members 
Mstep: Class 12 contains 3010 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 286527 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1758 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 118346 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472608.000000 Penalty: 18604.462891
Iteration 106Q: 32 clusters Score -2.747261e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 46425 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48361 members 
Mstep: Class 12 contains 3010 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 286572 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1756 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 118250 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472544.000000 Penalty: 18604.462891
Iteration 107Q: 32 clusters Score -2.747254e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 992 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 46443 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 2128 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48354 members 
Mstep: Class 12 contains 3012 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 286619 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 118144 members 
Mstep: Class 26 contains 1113 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472562.000000 Penalty: 18604.462891
Iteration 108Q: 32 clusters Score -2.747256e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 46460 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48341 members 
Mstep: Class 12 contains 3012 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 286682 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 118021 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472532.000000 Penalty: 18604.462891
Iteration 109Q: 32 clusters Score -2.747253e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 991 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 46476 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48337 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 286741 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 117908 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472494.000000 Penalty: 18604.462891
Iteration 110Q: 32 clusters Score -2.747249e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 992 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 46493 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48335 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 286801 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 117797 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472482.000000 Penalty: 18604.462891
Iteration 111Q: 32 clusters Score -2.747248e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 46510 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48337 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 286844 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1753 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 117697 members 
Mstep: Class 26 contains 1119 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472468.000000 Penalty: 18604.462891
Iteration 112Q: 32 clusters Score -2.747247e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 46540 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48340 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 286870 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1753 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 117602 members 
Mstep: Class 26 contains 1120 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472422.000000 Penalty: 18604.462891
Iteration 113Q: 32 clusters Score -2.747242e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46559 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 2309 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48346 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 286905 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1753 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 117524 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472450.000000 Penalty: 18604.462891
Iteration 114Q: 32 clusters Score -2.747245e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46575 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48345 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 286941 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 539 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 117440 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472414.000000 Penalty: 18604.462891
Iteration 115Q: 32 clusters Score -2.747241e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46588 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48344 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 286978 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 539 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 117364 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472422.000000 Penalty: 18604.462891
Iteration 116Q: 32 clusters Score -2.747242e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46610 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 2376 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48342 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 287007 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 539 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 117289 members 
Mstep: Class 26 contains 1128 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472388.000000 Penalty: 18604.462891
Iteration 117Q: 32 clusters Score -2.747239e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46629 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 2406 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48340 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 287034 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 117206 members 
Mstep: Class 26 contains 1129 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472392.000000 Penalty: 18604.462891
Iteration 118Q: 32 clusters Score -2.747239e+07 nChanged 179
Entering ConstructFrom: 
Score: -27472392.000000 Penalty: 18604.462891
Entering ConstructFrom: 
Trying to split cluster 1 (8084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Entering Unmasked Estep 
Score: -400595.406250 Penalty: 409.392731
	Iteration 0F: 2 clusters Score -400595.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -395280.406250 Penalty: 818.785461
	Iteration 0F: 3 clusters Score -395280.4 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -397429.843750 Penalty: 818.785461
	Iteration 1F: 3 clusters Score -397429.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -397792.000000 Penalty: 818.785461
	Iteration 2F: 3 clusters Score -397792 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -398352.312500 Penalty: 818.785461
	Iteration 3F: 3 clusters Score -398352.3 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -399076.625000 Penalty: 818.785461
	Iteration 4F: 3 clusters Score -399076.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -399740.468750 Penalty: 818.785461
	Iteration 5F: 3 clusters Score -399740.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -400160.687500 Penalty: 818.785461
	Iteration 6F: 3 clusters Score -400160.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -400363.406250 Penalty: 818.785461
	Iteration 7Q: 3 clusters Score -400363.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -400458.000000 Penalty: 818.785461
	Iteration 8Q: 3 clusters Score -400458 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -400489.062500 Penalty: 818.785461
	Iteration 9Q: 3 clusters Score -400489.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -400506.625000 Penalty: 818.785461
	Iteration 10Q: 3 clusters Score -400506.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -400510.906250 Penalty: 818.785461
	Iteration 11Q: 3 clusters Score -400510.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -400514.750000 Penalty: 818.785461
	Iteration 12Q: 3 clusters Score -400514.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -400518.062500 Penalty: 818.785461
	Iteration 13Q: 3 clusters Score -400518.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -400522.437500 Penalty: 818.785461
	Iteration 14Q: 3 clusters Score -400522.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -400523.875000 Penalty: 818.785461
	Iteration 15Q: 3 clusters Score -400523.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -400524.437500 Penalty: 818.785461
	Iteration 16Q: 3 clusters Score -400524.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -400525.656250 Penalty: 818.785461
	Iteration 17Q: 3 clusters Score -400525.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -400526.468750 Penalty: 818.785461
	Iteration 18Q: 3 clusters Score -400526.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -400526.593750 Penalty: 818.785461
	Iteration 19Q: 3 clusters Score -400526.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -400528.156250 Penalty: 818.785461
	Iteration 20F: 3 clusters Score -400528.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -400528.406250 Penalty: 818.785461
	Iteration 21Q: 3 clusters Score -400528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -400528.093750 Penalty: 818.785461
	Iteration 22Q: 3 clusters Score -400528.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -400528.593750 Penalty: 818.785461
	Iteration 23Q: 3 clusters Score -400528.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -400529.406250 Penalty: 818.785461
	Iteration 24Q: 3 clusters Score -400529.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -400530.250000 Penalty: 818.785461
	Iteration 25Q: 3 clusters Score -400530.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -400530.625000 Penalty: 818.785461
	Iteration 26Q: 3 clusters Score -400530.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -400531.656250 Penalty: 818.785461
	Iteration 27Q: 3 clusters Score -400531.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -400531.718750 Penalty: 818.785461
	Iteration 28Q: 3 clusters Score -400531.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -400531.750000 Penalty: 818.785461
	Iteration 29Q: 3 clusters Score -400531.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -400531.875000 Penalty: 818.785461
	Iteration 30Q: 3 clusters Score -400531.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -400532.250000 Penalty: 818.785461
	Iteration 31Q: 3 clusters Score -400532.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -400533.343750 Penalty: 818.785461
	Iteration 32Q: 3 clusters Score -400533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -400532.687500 Penalty: 818.785461
	Iteration 33Q: 3 clusters Score -400532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -400532.875000 Penalty: 818.785461
	Iteration 34Q: 3 clusters Score -400532.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -400533.281250 Penalty: 818.785461
	Iteration 35Q: 3 clusters Score -400533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -400533.531250 Penalty: 818.785461
	Iteration 36Q: 3 clusters Score -400533.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -400533.531250 Penalty: 818.785461
	Iteration 37Q: 3 clusters Score -400533.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -400533.750000 Penalty: 818.785461
	Iteration 38Q: 3 clusters Score -400533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -400534.281250 Penalty: 818.785461
	Iteration 39Q: 3 clusters Score -400534.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -400534.437500 Penalty: 818.785461
	Iteration 40F: 3 clusters Score -400534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -400534.437500 Penalty: 818.785461
	Iteration 41Q: 3 clusters Score -400534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -400534.718750 Penalty: 818.785461
	Iteration 42Q: 3 clusters Score -400534.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -400534.718750 Penalty: 818.785461
	Iteration 43F: 3 clusters Score -400534.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -53983.796875 Penalty: 313.983246
	Iteration 0F: 2 clusters Score -53983.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -53182.152344 Penalty: 627.966492
	Iteration 0F: 3 clusters Score -53182.15 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -53417.734375 Penalty: 627.966492
	Iteration 1F: 3 clusters Score -53417.73 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -53457.285156 Penalty: 627.966492
	Iteration 2F: 3 clusters Score -53457.29 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -53492.203125 Penalty: 627.966492
	Iteration 3F: 3 clusters Score -53492.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -53518.875000 Penalty: 627.966492
	Iteration 4Q: 3 clusters Score -53518.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -53542.710938 Penalty: 627.966492
	Iteration 5Q: 3 clusters Score -53542.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -53561.671875 Penalty: 627.966492
	Iteration 6Q: 3 clusters Score -53561.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53570.859375 Penalty: 627.966492
	Iteration 7Q: 3 clusters Score -53570.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -53577.742188 Penalty: 627.966492
	Iteration 8Q: 3 clusters Score -53577.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -53586.789062 Penalty: 627.966492
	Iteration 9Q: 3 clusters Score -53586.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -53600.902344 Penalty: 627.966492
	Iteration 10Q: 3 clusters Score -53600.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -53606.378906 Penalty: 627.966492
	Iteration 11Q: 3 clusters Score -53606.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -53608.421875 Penalty: 627.966492
	Iteration 12Q: 3 clusters Score -53608.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53611.535156 Penalty: 627.966492
	Iteration 13Q: 3 clusters Score -53611.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -53617.695312 Penalty: 627.966492
	Iteration 14Q: 3 clusters Score -53617.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53626.367188 Penalty: 627.966492
	Iteration 15Q: 3 clusters Score -53626.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -53633.687500 Penalty: 627.966492
	Iteration 16Q: 3 clusters Score -53633.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53641.035156 Penalty: 627.966492
	Iteration 17Q: 3 clusters Score -53641.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53649.144531 Penalty: 627.966492
	Iteration 18Q: 3 clusters Score -53649.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -53655.371094 Penalty: 627.966492
	Iteration 19Q: 3 clusters Score -53655.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53658.660156 Penalty: 627.966492
	Iteration 20F: 3 clusters Score -53658.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53661.605469 Penalty: 627.966492
	Iteration 21Q: 3 clusters Score -53661.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53662.527344 Penalty: 627.966492
	Iteration 22Q: 3 clusters Score -53662.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53663.328125 Penalty: 627.966492
	Iteration 23Q: 3 clusters Score -53663.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53664.273438 Penalty: 627.966492
	Iteration 24Q: 3 clusters Score -53664.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53665.042969 Penalty: 627.966492
	Iteration 25Q: 3 clusters Score -53665.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53665.312500 Penalty: 627.966492
	Iteration 26Q: 3 clusters Score -53665.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53665.453125 Penalty: 627.966492
	Iteration 27Q: 3 clusters Score -53665.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53665.453125 Penalty: 627.966492
	Iteration 28F: 3 clusters Score -53665.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -32748.232422 Penalty: 292.698761
	Iteration 0F: 2 clusters Score -32748.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -32177.314453 Penalty: 585.397522
	Iteration 0F: 3 clusters Score -32177.31 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -32296.792969 Penalty: 585.397522
	Iteration 1F: 3 clusters Score -32296.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32328.562500 Penalty: 585.397522
	Iteration 2F: 3 clusters Score -32328.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32353.085938 Penalty: 585.397522
	Iteration 3F: 3 clusters Score -32353.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32374.160156 Penalty: 585.397522
	Iteration 4Q: 3 clusters Score -32374.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32398.111328 Penalty: 585.397522
	Iteration 5Q: 3 clusters Score -32398.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32419.832031 Penalty: 585.397522
	Iteration 6Q: 3 clusters Score -32419.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32439.984375 Penalty: 585.397522
	Iteration 7Q: 3 clusters Score -32439.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32456.927734 Penalty: 585.397522
	Iteration 8Q: 3 clusters Score -32456.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32465.882812 Penalty: 585.397522
	Iteration 9Q: 3 clusters Score -32465.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32477.300781 Penalty: 585.397522
	Iteration 10Q: 3 clusters Score -32477.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -32484.058594 Penalty: 585.397522
	Iteration 11Q: 3 clusters Score -32484.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -32488.396484 Penalty: 585.397522
	Iteration 12Q: 3 clusters Score -32488.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32493.683594 Penalty: 585.397522
	Iteration 13Q: 3 clusters Score -32493.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -32498.349609 Penalty: 585.397522
	Iteration 14Q: 3 clusters Score -32498.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -32499.003906 Penalty: 585.397522
	Iteration 15Q: 3 clusters Score -32499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -32500.097656 Penalty: 585.397522
	Iteration 16Q: 3 clusters Score -32500.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -32501.169922 Penalty: 585.397522
	Iteration 17Q: 3 clusters Score -32501.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -32504.818359 Penalty: 585.397522
	Iteration 18Q: 3 clusters Score -32504.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -32508.919922 Penalty: 585.397522
	Iteration 19Q: 3 clusters Score -32508.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -32510.421875 Penalty: 585.397522
	Iteration 20F: 3 clusters Score -32510.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -32511.433594 Penalty: 585.397522
	Iteration 21Q: 3 clusters Score -32511.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -32511.433594 Penalty: 585.397522
	Iteration 22F: 3 clusters Score -32511.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Entering Unmasked Estep 
Score: -2571430.500000 Penalty: 489.143524
	Iteration 0F: 2 clusters Score -2571430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2540406.250000 Penalty: 978.287048
	Iteration 0F: 3 clusters Score -2540406 nChanged 22341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -2554927.250000 Penalty: 978.287048
	Iteration 1F: 3 clusters Score -2554927 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -2556307.250000 Penalty: 978.287048
	Iteration 2F: 3 clusters Score -2556307 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -2558276.500000 Penalty: 978.287048
	Iteration 3F: 3 clusters Score -2558276 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -2560843.000000 Penalty: 978.287048
	Iteration 4F: 3 clusters Score -2560843 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -2563048.750000 Penalty: 978.287048
	Iteration 5F: 3 clusters Score -2563049 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -2564238.750000 Penalty: 978.287048
	Iteration 6Q: 3 clusters Score -2564239 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -2564839.000000 Penalty: 978.287048
	Iteration 7Q: 3 clusters Score -2564839 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -2565311.250000 Penalty: 978.287048
	Iteration 8Q: 3 clusters Score -2565311 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -2565739.750000 Penalty: 978.287048
	Iteration 9Q: 3 clusters Score -2565740 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -2566199.500000 Penalty: 978.287048
	Iteration 10Q: 3 clusters Score -2566200 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -2566598.250000 Penalty: 978.287048
	Iteration 11Q: 3 clusters Score -2566598 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -2566962.250000 Penalty: 978.287048
	Iteration 12Q: 3 clusters Score -2566962 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -2567295.500000 Penalty: 978.287048
	Iteration 13Q: 3 clusters Score -2567296 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -2567624.250000 Penalty: 978.287048
	Iteration 14Q: 3 clusters Score -2567624 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -2567893.250000 Penalty: 978.287048
	Iteration 15Q: 3 clusters Score -2567893 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -2568126.250000 Penalty: 978.287048
	Iteration 16Q: 3 clusters Score -2568126 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -2568304.000000 Penalty: 978.287048
	Iteration 17Q: 3 clusters Score -2568304 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -2568461.750000 Penalty: 978.287048
	Iteration 18Q: 3 clusters Score -2568462 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -2568586.500000 Penalty: 978.287048
	Iteration 19Q: 3 clusters Score -2568586 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -2568689.500000 Penalty: 978.287048
	Iteration 20F: 3 clusters Score -2568690 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -2568806.250000 Penalty: 978.287048
	Iteration 21Q: 3 clusters Score -2568806 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -2568917.500000 Penalty: 978.287048
	Iteration 22Q: 3 clusters Score -2568918 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -2569034.000000 Penalty: 978.287048
	Iteration 23Q: 3 clusters Score -2569034 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -2569146.250000 Penalty: 978.287048
	Iteration 24Q: 3 clusters Score -2569146 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -2569263.500000 Penalty: 978.287048
	Iteration 25Q: 3 clusters Score -2569264 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -2569424.000000 Penalty: 978.287048
	Iteration 26Q: 3 clusters Score -2569424 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -2569528.750000 Penalty: 978.287048
	Iteration 27Q: 3 clusters Score -2569529 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -2569643.750000 Penalty: 978.287048
	Iteration 28Q: 3 clusters Score -2569644 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -2569755.500000 Penalty: 978.287048
	Iteration 29Q: 3 clusters Score -2569756 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -2569844.750000 Penalty: 978.287048
	Iteration 30Q: 3 clusters Score -2569845 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -2569944.500000 Penalty: 978.287048
	Iteration 31Q: 3 clusters Score -2569944 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -2570041.750000 Penalty: 978.287048
	Iteration 32Q: 3 clusters Score -2570042 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -2570143.750000 Penalty: 978.287048
	Iteration 33Q: 3 clusters Score -2570144 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -2570215.000000 Penalty: 978.287048
	Iteration 34Q: 3 clusters Score -2570215 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -2570294.500000 Penalty: 978.287048
	Iteration 35Q: 3 clusters Score -2570294 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -2570362.500000 Penalty: 978.287048
	Iteration 36Q: 3 clusters Score -2570362 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -2570436.000000 Penalty: 978.287048
	Iteration 37Q: 3 clusters Score -2570436 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -2570511.000000 Penalty: 978.287048
	Iteration 38Q: 3 clusters Score -2570511 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -2570578.500000 Penalty: 978.287048
	Iteration 39Q: 3 clusters Score -2570578 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -2570637.500000 Penalty: 978.287048
	Iteration 40F: 3 clusters Score -2570638 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -2570686.250000 Penalty: 978.287048
	Iteration 41Q: 3 clusters Score -2570686 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -2570739.500000 Penalty: 978.287048
	Iteration 42Q: 3 clusters Score -2570740 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -2570790.500000 Penalty: 978.287048
	Iteration 43Q: 3 clusters Score -2570790 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -2570838.750000 Penalty: 978.287048
	Iteration 44Q: 3 clusters Score -2570839 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -2570888.750000 Penalty: 978.287048
	Iteration 45Q: 3 clusters Score -2570889 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -2570918.250000 Penalty: 978.287048
	Iteration 46Q: 3 clusters Score -2570918 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -2570944.250000 Penalty: 978.287048
	Iteration 47Q: 3 clusters Score -2570944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -2570968.750000 Penalty: 978.287048
	Iteration 48Q: 3 clusters Score -2570969 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -2570980.500000 Penalty: 978.287048
	Iteration 49Q: 3 clusters Score -2570980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -2570997.500000 Penalty: 978.287048
	Iteration 50Q: 3 clusters Score -2570998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -2571011.000000 Penalty: 978.287048
	Iteration 51Q: 3 clusters Score -2571011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -2571019.750000 Penalty: 978.287048
	Iteration 52Q: 3 clusters Score -2571020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -2571022.500000 Penalty: 978.287048
	Iteration 53Q: 3 clusters Score -2571022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -2571032.000000 Penalty: 978.287048
	Iteration 54Q: 3 clusters Score -2571032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -2571031.250000 Penalty: 978.287048
	Iteration 55Q: 3 clusters Score -2571031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -2571038.250000 Penalty: 978.287048
	Iteration 56Q: 3 clusters Score -2571038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -2571043.000000 Penalty: 978.287048
	Iteration 57Q: 3 clusters Score -2571043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -2571048.000000 Penalty: 978.287048
	Iteration 58Q: 3 clusters Score -2571048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -2571049.750000 Penalty: 978.287048
	Iteration 59Q: 3 clusters Score -2571050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -2571051.500000 Penalty: 978.287048
	Iteration 60F: 3 clusters Score -2571052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -2571058.000000 Penalty: 978.287048
	Iteration 61Q: 3 clusters Score -2571058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -2571061.500000 Penalty: 978.287048
	Iteration 62Q: 3 clusters Score -2571062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -2571062.500000 Penalty: 978.287048
	Iteration 63Q: 3 clusters Score -2571062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -2571062.250000 Penalty: 978.287048
	Iteration 64Q: 3 clusters Score -2571062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -2571061.750000 Penalty: 978.287048
	Iteration 65Q: 3 clusters Score -2571062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -2571061.500000 Penalty: 978.287048
	Iteration 66Q: 3 clusters Score -2571062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -2571065.000000 Penalty: 978.287048
	Iteration 67Q: 3 clusters Score -2571065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -2571064.000000 Penalty: 978.287048
	Iteration 68Q: 3 clusters Score -2571064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -2571065.000000 Penalty: 978.287048
	Iteration 69Q: 3 clusters Score -2571065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -2571063.750000 Penalty: 978.287048
	Iteration 70Q: 3 clusters Score -2571064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -2571065.250000 Penalty: 978.287048
	Iteration 71Q: 3 clusters Score -2571065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -2571064.500000 Penalty: 978.287048
	Iteration 72Q: 3 clusters Score -2571064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -2571064.250000 Penalty: 978.287048
	Iteration 73Q: 3 clusters Score -2571064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -2571066.500000 Penalty: 978.287048
	Iteration 74Q: 3 clusters Score -2571066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -2571068.500000 Penalty: 978.287048
	Iteration 75Q: 3 clusters Score -2571068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -2571068.750000 Penalty: 978.287048
	Iteration 76Q: 3 clusters Score -2571069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -2571068.250000 Penalty: 978.287048
	Iteration 77Q: 3 clusters Score -2571068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -2571069.500000 Penalty: 978.287048
	Iteration 78Q: 3 clusters Score -2571070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -2571067.750000 Penalty: 978.287048
	Iteration 79Q: 3 clusters Score -2571068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -2571067.750000 Penalty: 978.287048
	Iteration 80F: 3 clusters Score -2571068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Entering Unmasked Estep 
Score: -159181.546875 Penalty: 365.737610
	Iteration 0F: 2 clusters Score -159181.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -157025.281250 Penalty: 731.475220
	Iteration 0F: 3 clusters Score -157025.3 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -157851.234375 Penalty: 731.475220
	Iteration 1F: 3 clusters Score -157851.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -157995.640625 Penalty: 731.475220
	Iteration 2F: 3 clusters Score -157995.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -158105.375000 Penalty: 731.475220
	Iteration 3F: 3 clusters Score -158105.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -158205.000000 Penalty: 731.475220
	Iteration 4F: 3 clusters Score -158205 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -158296.078125 Penalty: 731.475220
	Iteration 5Q: 3 clusters Score -158296.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -158377.296875 Penalty: 731.475220
	Iteration 6Q: 3 clusters Score -158377.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -158449.281250 Penalty: 731.475220
	Iteration 7Q: 3 clusters Score -158449.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -158516.953125 Penalty: 731.475220
	Iteration 8Q: 3 clusters Score -158517 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -158557.343750 Penalty: 731.475220
	Iteration 9Q: 3 clusters Score -158557.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -158593.750000 Penalty: 731.475220
	Iteration 10Q: 3 clusters Score -158593.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -158625.984375 Penalty: 731.475220
	Iteration 11Q: 3 clusters Score -158626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -158655.531250 Penalty: 731.475220
	Iteration 12Q: 3 clusters Score -158655.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -158687.359375 Penalty: 731.475220
	Iteration 13Q: 3 clusters Score -158687.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -158721.046875 Penalty: 731.475220
	Iteration 14Q: 3 clusters Score -158721 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -158760.734375 Penalty: 731.475220
	Iteration 15Q: 3 clusters Score -158760.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -158795.125000 Penalty: 731.475220
	Iteration 16Q: 3 clusters Score -158795.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -158824.328125 Penalty: 731.475220
	Iteration 17Q: 3 clusters Score -158824.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -158842.265625 Penalty: 731.475220
	Iteration 18Q: 3 clusters Score -158842.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -158859.078125 Penalty: 731.475220
	Iteration 19Q: 3 clusters Score -158859.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -158869.546875 Penalty: 731.475220
	Iteration 20F: 3 clusters Score -158869.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -158872.265625 Penalty: 731.475220
	Iteration 21Q: 3 clusters Score -158872.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -158877.328125 Penalty: 731.475220
	Iteration 22Q: 3 clusters Score -158877.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -158880.531250 Penalty: 731.475220
	Iteration 23Q: 3 clusters Score -158880.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -158885.515625 Penalty: 731.475220
	Iteration 24Q: 3 clusters Score -158885.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -158892.343750 Penalty: 731.475220
	Iteration 25Q: 3 clusters Score -158892.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -158914.125000 Penalty: 731.475220
	Iteration 26Q: 3 clusters Score -158914.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -158944.953125 Penalty: 731.475220
	Iteration 27Q: 3 clusters Score -158945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -158957.265625 Penalty: 731.475220
	Iteration 28Q: 3 clusters Score -158957.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -158964.078125 Penalty: 731.475220
	Iteration 29Q: 3 clusters Score -158964.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -158967.375000 Penalty: 731.475220
	Iteration 30Q: 3 clusters Score -158967.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -158970.750000 Penalty: 731.475220
	Iteration 31Q: 3 clusters Score -158970.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -158973.156250 Penalty: 731.475220
	Iteration 32Q: 3 clusters Score -158973.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -158973.937500 Penalty: 731.475220
	Iteration 33Q: 3 clusters Score -158973.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -158973.937500 Penalty: 731.475220
	Iteration 34F: 3 clusters Score -158973.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Entering Unmasked Estep 
Score: -145840.453125 Penalty: 354.870148
	Iteration 0F: 2 clusters Score -145840.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -144045.703125 Penalty: 709.740295
	Iteration 0F: 3 clusters Score -144045.7 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -144685.421875 Penalty: 709.740295
	Iteration 1F: 3 clusters Score -144685.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -144752.281250 Penalty: 709.740295
	Iteration 2F: 3 clusters Score -144752.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -144802.828125 Penalty: 709.740295
	Iteration 3Q: 3 clusters Score -144802.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -144854.062500 Penalty: 709.740295
	Iteration 4Q: 3 clusters Score -144854.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -144908.343750 Penalty: 709.740295
	Iteration 5Q: 3 clusters Score -144908.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -145003.859375 Penalty: 709.740295
	Iteration 6Q: 3 clusters Score -145003.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -145107.078125 Penalty: 709.740295
	Iteration 7Q: 3 clusters Score -145107.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -145206.078125 Penalty: 709.740295
	Iteration 8Q: 3 clusters Score -145206.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -145259.453125 Penalty: 709.740295
	Iteration 9Q: 3 clusters Score -145259.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -145301.281250 Penalty: 709.740295
	Iteration 10Q: 3 clusters Score -145301.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -145329.703125 Penalty: 709.740295
	Iteration 11Q: 3 clusters Score -145329.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -145350.250000 Penalty: 709.740295
	Iteration 12Q: 3 clusters Score -145350.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -145367.796875 Penalty: 709.740295
	Iteration 13Q: 3 clusters Score -145367.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -145381.046875 Penalty: 709.740295
	Iteration 14Q: 3 clusters Score -145381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -145384.703125 Penalty: 709.740295
	Iteration 15Q: 3 clusters Score -145384.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -145390.562500 Penalty: 709.740295
	Iteration 16Q: 3 clusters Score -145390.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -145394.718750 Penalty: 709.740295
	Iteration 17Q: 3 clusters Score -145394.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -145397.984375 Penalty: 709.740295
	Iteration 18Q: 3 clusters Score -145398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -145400.500000 Penalty: 709.740295
	Iteration 19Q: 3 clusters Score -145400.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -145401.656250 Penalty: 709.740295
	Iteration 20F: 3 clusters Score -145401.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -145402.375000 Penalty: 709.740295
	Iteration 21Q: 3 clusters Score -145402.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -145403.671875 Penalty: 709.740295
	Iteration 22Q: 3 clusters Score -145403.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -145404.515625 Penalty: 709.740295
	Iteration 23Q: 3 clusters Score -145404.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -145406.765625 Penalty: 709.740295
	Iteration 24Q: 3 clusters Score -145406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -145408.671875 Penalty: 709.740295
	Iteration 25Q: 3 clusters Score -145408.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -145409.593750 Penalty: 709.740295
	Iteration 26Q: 3 clusters Score -145409.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -145412.031250 Penalty: 709.740295
	Iteration 27Q: 3 clusters Score -145412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -145413.656250 Penalty: 709.740295
	Iteration 28Q: 3 clusters Score -145413.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -145414.765625 Penalty: 709.740295
	Iteration 29Q: 3 clusters Score -145414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -145415.640625 Penalty: 709.740295
	Iteration 30Q: 3 clusters Score -145415.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -145417.531250 Penalty: 709.740295
	Iteration 31Q: 3 clusters Score -145417.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -145422.203125 Penalty: 709.740295
	Iteration 32Q: 3 clusters Score -145422.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -145426.375000 Penalty: 709.740295
	Iteration 33Q: 3 clusters Score -145426.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -145431.687500 Penalty: 709.740295
	Iteration 34Q: 3 clusters Score -145431.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -145440.546875 Penalty: 709.740295
	Iteration 35Q: 3 clusters Score -145440.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -145450.093750 Penalty: 709.740295
	Iteration 36Q: 3 clusters Score -145450.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -145458.578125 Penalty: 709.740295
	Iteration 37Q: 3 clusters Score -145458.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -145461.421875 Penalty: 709.740295
	Iteration 38Q: 3 clusters Score -145461.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -145462.421875 Penalty: 709.740295
	Iteration 39Q: 3 clusters Score -145462.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -145463.062500 Penalty: 709.740295
	Iteration 40F: 3 clusters Score -145463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -145463.375000 Penalty: 709.740295
	Iteration 41Q: 3 clusters Score -145463.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -145463.843750 Penalty: 709.740295
	Iteration 42Q: 3 clusters Score -145463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -145464.031250 Penalty: 709.740295
	Iteration 43Q: 3 clusters Score -145464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -145464.031250 Penalty: 709.740295
	Iteration 44F: 3 clusters Score -145464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -6224.447266 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -6224.447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6032.570312 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -6032.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6107.003418 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -6107.003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6147.318359 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -6147.318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6154.581543 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -6154.582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6155.334473 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -6155.334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6155.334473 Penalty: 458.362671
	Iteration 5F: 3 clusters Score -6155.334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -7605.536133 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -7605.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7431.852051 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -7431.852 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7912.038574 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -7912.039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7951.575684 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -7951.576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7988.916504 Penalty: 499.493347
	Iteration 3Q: 3 clusters Score -7988.917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8018.946777 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -8018.947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8020.345703 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -8020.346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8021.996582 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -8021.997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8034.536621 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -8034.537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8035.201660 Penalty: 499.493347
	Iteration 8Q: 3 clusters Score -8035.202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8035.201660 Penalty: 499.493347
	Iteration 9F: 3 clusters Score -8035.202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46649 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48345 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 287045 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 117134 members 
Mstep: Class 26 contains 1132 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Mstep: Class 32 contains 71 members 
Entering Unmasked Estep 
Score: -27472452.000000 Penalty: 19204.605469
Splitting cluster 8 changes total score from -27472392.000000 to -27472452.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 9 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -34439.386719 Penalty: 301.152618
	Iteration 0F: 2 clusters Score -34439.39 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 367 members 
Entering Unmasked Estep 
Score: -33775.589844 Penalty: 602.305237
	Iteration 0F: 3 clusters Score -33775.59 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33995.902344 Penalty: 602.305237
	Iteration 1F: 3 clusters Score -33995.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -34054.683594 Penalty: 602.305237
	Iteration 2F: 3 clusters Score -34054.68 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -34087.507812 Penalty: 602.305237
	Iteration 3F: 3 clusters Score -34087.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -34119.781250 Penalty: 602.305237
	Iteration 4F: 3 clusters Score -34119.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -34136.210938 Penalty: 602.305237
	Iteration 5Q: 3 clusters Score -34136.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34147.750000 Penalty: 602.305237
	Iteration 6Q: 3 clusters Score -34147.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -34155.410156 Penalty: 602.305237
	Iteration 7Q: 3 clusters Score -34155.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -34166.562500 Penalty: 602.305237
	Iteration 8Q: 3 clusters Score -34166.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -34171.875000 Penalty: 602.305237
	Iteration 9Q: 3 clusters Score -34171.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -34177.144531 Penalty: 602.305237
	Iteration 10Q: 3 clusters Score -34177.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -34179.832031 Penalty: 602.305237
	Iteration 11Q: 3 clusters Score -34179.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -34180.128906 Penalty: 602.305237
	Iteration 12Q: 3 clusters Score -34180.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -34180.128906 Penalty: 602.305237
	Iteration 13F: 3 clusters Score -34180.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13227.187500 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -13227.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12884.888672 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -12884.89 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12971.341797 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -12971.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13003.886719 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -13003.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13012.331055 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -13012.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13014.645508 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -13014.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13018.670898 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -13018.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13021.101562 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -13021.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13023.776367 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -13023.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13025.750977 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -13025.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13025.750977 Penalty: 510.127991
	Iteration 9F: 3 clusters Score -13025.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Entering Unmasked Estep 
Score: -2464029.250000 Penalty: 490.768402
	Iteration 0F: 2 clusters Score -2464029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -2431622.750000 Penalty: 981.536804
	Iteration 0F: 3 clusters Score -2431623 nChanged 23388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -2446543.000000 Penalty: 981.536804
	Iteration 1F: 3 clusters Score -2446543 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -2448102.750000 Penalty: 981.536804
	Iteration 2F: 3 clusters Score -2448103 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -2450167.250000 Penalty: 981.536804
	Iteration 3F: 3 clusters Score -2450167 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -2452877.000000 Penalty: 981.536804
	Iteration 4F: 3 clusters Score -2452877 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -2456121.000000 Penalty: 981.536804
	Iteration 5F: 3 clusters Score -2456121 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -2459528.250000 Penalty: 981.536804
	Iteration 6F: 3 clusters Score -2459528 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -2462090.000000 Penalty: 981.536804
	Iteration 7Q: 3 clusters Score -2462090 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -2463151.250000 Penalty: 981.536804
	Iteration 8Q: 3 clusters Score -2463151 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -2463476.750000 Penalty: 981.536804
	Iteration 9Q: 3 clusters Score -2463477 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -2463572.750000 Penalty: 981.536804
	Iteration 10Q: 3 clusters Score -2463573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -2463604.500000 Penalty: 981.536804
	Iteration 11Q: 3 clusters Score -2463604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -2463630.250000 Penalty: 981.536804
	Iteration 12Q: 3 clusters Score -2463630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -2463643.500000 Penalty: 981.536804
	Iteration 13Q: 3 clusters Score -2463644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -2463651.750000 Penalty: 981.536804
	Iteration 14Q: 3 clusters Score -2463652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -2463656.750000 Penalty: 981.536804
	Iteration 15Q: 3 clusters Score -2463657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -2463669.500000 Penalty: 981.536804
	Iteration 16Q: 3 clusters Score -2463670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -2463675.750000 Penalty: 981.536804
	Iteration 17Q: 3 clusters Score -2463676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -2463680.750000 Penalty: 981.536804
	Iteration 18Q: 3 clusters Score -2463681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -2463681.500000 Penalty: 981.536804
	Iteration 19Q: 3 clusters Score -2463682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -2463681.500000 Penalty: 981.536804
	Iteration 20F: 3 clusters Score -2463682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -157988.796875 Penalty: 364.592041
	Iteration 0F: 2 clusters Score -157988.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -155893.781250 Penalty: 729.184082
	Iteration 0F: 3 clusters Score -155893.8 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -156538.265625 Penalty: 729.184082
	Iteration 1F: 3 clusters Score -156538.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -156635.781250 Penalty: 729.184082
	Iteration 2F: 3 clusters Score -156635.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -156729.765625 Penalty: 729.184082
	Iteration 3F: 3 clusters Score -156729.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -156809.593750 Penalty: 729.184082
	Iteration 4F: 3 clusters Score -156809.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -156905.296875 Penalty: 729.184082
	Iteration 5Q: 3 clusters Score -156905.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -157011.484375 Penalty: 729.184082
	Iteration 6F: 3 clusters Score -157011.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -157135.406250 Penalty: 729.184082
	Iteration 7F: 3 clusters Score -157135.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -157232.718750 Penalty: 729.184082
	Iteration 8F: 3 clusters Score -157232.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -157292.671875 Penalty: 729.184082
	Iteration 9Q: 3 clusters Score -157292.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -157336.828125 Penalty: 729.184082
	Iteration 10Q: 3 clusters Score -157336.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -157371.468750 Penalty: 729.184082
	Iteration 11Q: 3 clusters Score -157371.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -157388.859375 Penalty: 729.184082
	Iteration 12Q: 3 clusters Score -157388.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -157400.781250 Penalty: 729.184082
	Iteration 13Q: 3 clusters Score -157400.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -157409.484375 Penalty: 729.184082
	Iteration 14Q: 3 clusters Score -157409.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -157418.781250 Penalty: 729.184082
	Iteration 15Q: 3 clusters Score -157418.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -157428.953125 Penalty: 729.184082
	Iteration 16Q: 3 clusters Score -157429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -157442.140625 Penalty: 729.184082
	Iteration 17Q: 3 clusters Score -157442.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -157452.421875 Penalty: 729.184082
	Iteration 18Q: 3 clusters Score -157452.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -157460.656250 Penalty: 729.184082
	Iteration 19Q: 3 clusters Score -157460.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -157472.625000 Penalty: 729.184082
	Iteration 20F: 3 clusters Score -157472.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -157489.812500 Penalty: 729.184082
	Iteration 21Q: 3 clusters Score -157489.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -157502.515625 Penalty: 729.184082
	Iteration 22Q: 3 clusters Score -157502.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -157515.281250 Penalty: 729.184082
	Iteration 23Q: 3 clusters Score -157515.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -157526.718750 Penalty: 729.184082
	Iteration 24Q: 3 clusters Score -157526.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -157539.234375 Penalty: 729.184082
	Iteration 25Q: 3 clusters Score -157539.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -157556.421875 Penalty: 729.184082
	Iteration 26Q: 3 clusters Score -157556.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -157576.343750 Penalty: 729.184082
	Iteration 27Q: 3 clusters Score -157576.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -157588.687500 Penalty: 729.184082
	Iteration 28Q: 3 clusters Score -157588.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -157596.484375 Penalty: 729.184082
	Iteration 29Q: 3 clusters Score -157596.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -157603.015625 Penalty: 729.184082
	Iteration 30Q: 3 clusters Score -157603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -157609.468750 Penalty: 729.184082
	Iteration 31Q: 3 clusters Score -157609.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -157615.031250 Penalty: 729.184082
	Iteration 32Q: 3 clusters Score -157615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -157624.953125 Penalty: 729.184082
	Iteration 33Q: 3 clusters Score -157625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -157633.125000 Penalty: 729.184082
	Iteration 34Q: 3 clusters Score -157633.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -157641.265625 Penalty: 729.184082
	Iteration 35Q: 3 clusters Score -157641.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -157647.812500 Penalty: 729.184082
	Iteration 36Q: 3 clusters Score -157647.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -157653.937500 Penalty: 729.184082
	Iteration 37Q: 3 clusters Score -157653.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -157659.921875 Penalty: 729.184082
	Iteration 38Q: 3 clusters Score -157659.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -157661.859375 Penalty: 729.184082
	Iteration 39Q: 3 clusters Score -157661.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -157663.796875 Penalty: 729.184082
	Iteration 40F: 3 clusters Score -157663.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -157665.656250 Penalty: 729.184082
	Iteration 41Q: 3 clusters Score -157665.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -157668.812500 Penalty: 729.184082
	Iteration 42Q: 3 clusters Score -157668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -157670.796875 Penalty: 729.184082
	Iteration 43Q: 3 clusters Score -157670.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -157671.921875 Penalty: 729.184082
	Iteration 44Q: 3 clusters Score -157671.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -157672.375000 Penalty: 729.184082
	Iteration 45Q: 3 clusters Score -157672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -157673.328125 Penalty: 729.184082
	Iteration 46Q: 3 clusters Score -157673.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -157674.140625 Penalty: 729.184082
	Iteration 47Q: 3 clusters Score -157674.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -157674.625000 Penalty: 729.184082
	Iteration 48Q: 3 clusters Score -157674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -157674.625000 Penalty: 729.184082
	Iteration 49F: 3 clusters Score -157674.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -29370.943359 Penalty: 288.646576
	Iteration 0F: 2 clusters Score -29370.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28840.472656 Penalty: 577.293152
	Iteration 0F: 3 clusters Score -28840.47 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29071.861328 Penalty: 577.293152
	Iteration 1F: 3 clusters Score -29071.86 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29139.625000 Penalty: 577.293152
	Iteration 2F: 3 clusters Score -29139.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29175.166016 Penalty: 577.293152
	Iteration 3F: 3 clusters Score -29175.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29203.105469 Penalty: 577.293152
	Iteration 4Q: 3 clusters Score -29203.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29219.392578 Penalty: 577.293152
	Iteration 5Q: 3 clusters Score -29219.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29233.082031 Penalty: 577.293152
	Iteration 6Q: 3 clusters Score -29233.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29254.222656 Penalty: 577.293152
	Iteration 7Q: 3 clusters Score -29254.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29267.125000 Penalty: 577.293152
	Iteration 8Q: 3 clusters Score -29267.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29269.005859 Penalty: 577.293152
	Iteration 9Q: 3 clusters Score -29269.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29271.142578 Penalty: 577.293152
	Iteration 10Q: 3 clusters Score -29271.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29271.669922 Penalty: 577.293152
	Iteration 11Q: 3 clusters Score -29271.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29273.593750 Penalty: 577.293152
	Iteration 12Q: 3 clusters Score -29273.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29274.662109 Penalty: 577.293152
	Iteration 13Q: 3 clusters Score -29274.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29274.662109 Penalty: 577.293152
	Iteration 14F: 3 clusters Score -29274.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (287045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287045 members 
Entering Unmasked Estep 
Score: -15226144.000000 Penalty: 571.816467
	Iteration 0F: 2 clusters Score -1.522614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143490 members 
Mstep: Class 2 contains 143555 members 
Entering Unmasked Estep 
Score: -15038120.000000 Penalty: 1143.632935
	Iteration 0F: 3 clusters Score -1.503812e+07 nChanged 141334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151934 members 
Mstep: Class 2 contains 135111 members 
Entering Unmasked Estep 
Score: -15126384.000000 Penalty: 1143.632935
	Iteration 1F: 3 clusters Score -1.512638e+07 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155679 members 
Mstep: Class 2 contains 131366 members 
Entering Unmasked Estep 
Score: -15129157.000000 Penalty: 1143.632935
	Iteration 2Q: 3 clusters Score -1.512916e+07 nChanged 10735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160860 members 
Mstep: Class 2 contains 126185 members 
Entering Unmasked Estep 
Score: -15132674.000000 Penalty: 1143.632935
	Iteration 3Q: 3 clusters Score -1.513267e+07 nChanged 12063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167855 members 
Mstep: Class 2 contains 119190 members 
Entering Unmasked Estep 
Score: -15137822.000000 Penalty: 1143.632935
	Iteration 4Q: 3 clusters Score -1.513782e+07 nChanged 14083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177028 members 
Mstep: Class 2 contains 110017 members 
Entering Unmasked Estep 
Score: -15145721.000000 Penalty: 1143.632935
	Iteration 5Q: 3 clusters Score -1.514572e+07 nChanged 15857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187841 members 
Mstep: Class 2 contains 99204 members 
Entering Unmasked Estep 
Score: -15158376.000000 Penalty: 1143.632935
	Iteration 6F: 3 clusters Score -1.515838e+07 nChanged 16895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198380 members 
Mstep: Class 2 contains 88665 members 
Entering Unmasked Estep 
Score: -15173342.000000 Penalty: 1143.632935
	Iteration 7F: 3 clusters Score -1.517334e+07 nChanged 15242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206840 members 
Mstep: Class 2 contains 80205 members 
Entering Unmasked Estep 
Score: -15184939.000000 Penalty: 1143.632935
	Iteration 8F: 3 clusters Score -1.518494e+07 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213421 members 
Mstep: Class 2 contains 73624 members 
Entering Unmasked Estep 
Score: -15190450.000000 Penalty: 1143.632935
	Iteration 9Q: 3 clusters Score -1.519045e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219375 members 
Mstep: Class 2 contains 67670 members 
Entering Unmasked Estep 
Score: -15192931.000000 Penalty: 1143.632935
	Iteration 10Q: 3 clusters Score -1.519293e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225162 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -15194923.000000 Penalty: 1143.632935
	Iteration 11Q: 3 clusters Score -1.519492e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230851 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -15196879.000000 Penalty: 1143.632935
	Iteration 12Q: 3 clusters Score -1.519688e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236347 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -15198806.000000 Penalty: 1143.632935
	Iteration 13Q: 3 clusters Score -1.519881e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241611 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -15200566.000000 Penalty: 1143.632935
	Iteration 14Q: 3 clusters Score -1.520057e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246776 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -15202742.000000 Penalty: 1143.632935
	Iteration 15Q: 3 clusters Score -1.520274e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251766 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -15204807.000000 Penalty: 1143.632935
	Iteration 16Q: 3 clusters Score -1.520481e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256444 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -15206937.000000 Penalty: 1143.632935
	Iteration 17Q: 3 clusters Score -1.520694e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260928 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -15209001.000000 Penalty: 1143.632935
	Iteration 18Q: 3 clusters Score -1.5209e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265181 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -15211541.000000 Penalty: 1143.632935
	Iteration 19Q: 3 clusters Score -1.521154e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269075 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -15214927.000000 Penalty: 1143.632935
	Iteration 20F: 3 clusters Score -1.521493e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272849 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -15217838.000000 Penalty: 1143.632935
	Iteration 21Q: 3 clusters Score -1.521784e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276217 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -15220173.000000 Penalty: 1143.632935
	Iteration 22Q: 3 clusters Score -1.522017e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279126 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -15221902.000000 Penalty: 1143.632935
	Iteration 23Q: 3 clusters Score -1.52219e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281562 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -15223258.000000 Penalty: 1143.632935
	Iteration 24Q: 3 clusters Score -1.522326e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283420 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -15224341.000000 Penalty: 1143.632935
	Iteration 25Q: 3 clusters Score -1.522434e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284711 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -15224811.000000 Penalty: 1143.632935
	Iteration 26Q: 3 clusters Score -1.522481e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285525 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -15225156.000000 Penalty: 1143.632935
	Iteration 27Q: 3 clusters Score -1.522516e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286030 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -15225410.000000 Penalty: 1143.632935
	Iteration 28Q: 3 clusters Score -1.522541e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286325 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -15225516.000000 Penalty: 1143.632935
	Iteration 29Q: 3 clusters Score -1.522552e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286476 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -15225597.000000 Penalty: 1143.632935
	Iteration 30Q: 3 clusters Score -1.52256e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286570 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -15225620.000000 Penalty: 1143.632935
	Iteration 31Q: 3 clusters Score -1.522562e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286630 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -15225651.000000 Penalty: 1143.632935
	Iteration 32Q: 3 clusters Score -1.522565e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286673 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -15225717.000000 Penalty: 1143.632935
	Iteration 33Q: 3 clusters Score -1.522572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286702 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -15225726.000000 Penalty: 1143.632935
	Iteration 34Q: 3 clusters Score -1.522573e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286719 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -15225725.000000 Penalty: 1143.632935
	Iteration 35Q: 3 clusters Score -1.522572e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286734 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -15225743.000000 Penalty: 1143.632935
	Iteration 36Q: 3 clusters Score -1.522574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286746 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -15225746.000000 Penalty: 1143.632935
	Iteration 37Q: 3 clusters Score -1.522575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286756 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -15225747.000000 Penalty: 1143.632935
	Iteration 38Q: 3 clusters Score -1.522575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286762 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -15225748.000000 Penalty: 1143.632935
	Iteration 39Q: 3 clusters Score -1.522575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286768 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -15225756.000000 Penalty: 1143.632935
	Iteration 40F: 3 clusters Score -1.522576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286774 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -15225754.000000 Penalty: 1143.632935
	Iteration 41Q: 3 clusters Score -1.522575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286777 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -15225752.000000 Penalty: 1143.632935
	Iteration 42Q: 3 clusters Score -1.522575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286777 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -15225752.000000 Penalty: 1143.632935
	Iteration 43Q: 3 clusters Score -1.522575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286776 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15225753.000000 Penalty: 1143.632935
	Iteration 44Q: 3 clusters Score -1.522575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286776 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15225753.000000 Penalty: 1143.632935
	Iteration 45F: 3 clusters Score -1.522575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -15266.114258 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -15266.11 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 160 members 
Entering Unmasked Estep 
Score: -14890.252930 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -14890.25 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15022.410156 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -15022.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15066.774414 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -15066.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15085.749023 Penalty: 532.811523
	Iteration 3Q: 3 clusters Score -15085.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15090.680664 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -15090.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15094.155273 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -15094.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15097.725586 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -15097.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15098.704102 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -15098.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15099.462891 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -15099.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15100.150391 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -15100.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15100.885742 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -15100.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15101.083008 Penalty: 532.811523
	Iteration 11Q: 3 clusters Score -15101.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15101.083008 Penalty: 532.811523
	Iteration 12F: 3 clusters Score -15101.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -12426.541992 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -12426.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12099.361328 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -12099.36 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12162.319336 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -12162.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12169.152344 Penalty: 503.538452
	Iteration 2Q: 3 clusters Score -12169.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12173.501953 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -12173.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12177.395508 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -12177.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12178.256836 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -12178.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12178.256836 Penalty: 503.538452
	Iteration 6F: 3 clusters Score -12178.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Entering Unmasked Estep 
Score: -204607.953125 Penalty: 377.910767
	Iteration 0F: 2 clusters Score -204608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -201853.593750 Penalty: 755.821533
	Iteration 0F: 3 clusters Score -201853.6 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -202957.421875 Penalty: 755.821533
	Iteration 1F: 3 clusters Score -202957.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -203180.031250 Penalty: 755.821533
	Iteration 2F: 3 clusters Score -203180 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -203434.828125 Penalty: 755.821533
	Iteration 3F: 3 clusters Score -203434.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -203663.765625 Penalty: 755.821533
	Iteration 4F: 3 clusters Score -203663.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -203877.375000 Penalty: 755.821533
	Iteration 5F: 3 clusters Score -203877.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -204006.218750 Penalty: 755.821533
	Iteration 6Q: 3 clusters Score -204006.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -204088.640625 Penalty: 755.821533
	Iteration 7Q: 3 clusters Score -204088.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -204133.375000 Penalty: 755.821533
	Iteration 8Q: 3 clusters Score -204133.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -204182.421875 Penalty: 755.821533
	Iteration 9Q: 3 clusters Score -204182.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -204233.687500 Penalty: 755.821533
	Iteration 10Q: 3 clusters Score -204233.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -204268.062500 Penalty: 755.821533
	Iteration 11Q: 3 clusters Score -204268.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -204295.843750 Penalty: 755.821533
	Iteration 12Q: 3 clusters Score -204295.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -204317.843750 Penalty: 755.821533
	Iteration 13Q: 3 clusters Score -204317.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -204338.718750 Penalty: 755.821533
	Iteration 14Q: 3 clusters Score -204338.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -204361.109375 Penalty: 755.821533
	Iteration 15Q: 3 clusters Score -204361.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -204373.625000 Penalty: 755.821533
	Iteration 16Q: 3 clusters Score -204373.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -204381.937500 Penalty: 755.821533
	Iteration 17Q: 3 clusters Score -204381.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -204387.937500 Penalty: 755.821533
	Iteration 18Q: 3 clusters Score -204387.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -204392.656250 Penalty: 755.821533
	Iteration 19Q: 3 clusters Score -204392.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -204396.406250 Penalty: 755.821533
	Iteration 20F: 3 clusters Score -204396.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -204404.703125 Penalty: 755.821533
	Iteration 21Q: 3 clusters Score -204404.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -204424.765625 Penalty: 755.821533
	Iteration 22Q: 3 clusters Score -204424.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -204447.156250 Penalty: 755.821533
	Iteration 23Q: 3 clusters Score -204447.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -204467.921875 Penalty: 755.821533
	Iteration 24Q: 3 clusters Score -204467.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -204492.343750 Penalty: 755.821533
	Iteration 25Q: 3 clusters Score -204492.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -204511.750000 Penalty: 755.821533
	Iteration 26Q: 3 clusters Score -204511.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -204521.656250 Penalty: 755.821533
	Iteration 27Q: 3 clusters Score -204521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -204530.046875 Penalty: 755.821533
	Iteration 28Q: 3 clusters Score -204530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -204539.781250 Penalty: 755.821533
	Iteration 29Q: 3 clusters Score -204539.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -204544.687500 Penalty: 755.821533
	Iteration 30Q: 3 clusters Score -204544.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -204547.625000 Penalty: 755.821533
	Iteration 31Q: 3 clusters Score -204547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -204548.546875 Penalty: 755.821533
	Iteration 32F: 3 clusters Score -204548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -204549.000000 Penalty: 755.821533
	Iteration 33Q: 3 clusters Score -204549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -204549.296875 Penalty: 755.821533
	Iteration 34Q: 3 clusters Score -204549.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -204549.296875 Penalty: 755.821533
	Iteration 35F: 3 clusters Score -204549.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -25586.220703 Penalty: 286.266388
	Iteration 0F: 2 clusters Score -25586.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25061.732422 Penalty: 572.532776
	Iteration 0F: 3 clusters Score -25061.73 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25186.681641 Penalty: 572.532776
	Iteration 1F: 3 clusters Score -25186.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25221.308594 Penalty: 572.532776
	Iteration 2F: 3 clusters Score -25221.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25237.779297 Penalty: 572.532776
	Iteration 3F: 3 clusters Score -25237.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25246.228516 Penalty: 572.532776
	Iteration 4Q: 3 clusters Score -25246.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25250.740234 Penalty: 572.532776
	Iteration 5Q: 3 clusters Score -25250.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25257.259766 Penalty: 572.532776
	Iteration 6Q: 3 clusters Score -25257.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25261.970703 Penalty: 572.532776
	Iteration 7Q: 3 clusters Score -25261.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25267.554688 Penalty: 572.532776
	Iteration 8Q: 3 clusters Score -25267.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25273.693359 Penalty: 572.532776
	Iteration 9Q: 3 clusters Score -25273.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25275.921875 Penalty: 572.532776
	Iteration 10Q: 3 clusters Score -25275.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25277.330078 Penalty: 572.532776
	Iteration 11Q: 3 clusters Score -25277.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25280.093750 Penalty: 572.532776
	Iteration 12Q: 3 clusters Score -25280.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25282.685547 Penalty: 572.532776
	Iteration 13Q: 3 clusters Score -25282.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25287.144531 Penalty: 572.532776
	Iteration 14Q: 3 clusters Score -25287.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25294.056641 Penalty: 572.532776
	Iteration 15Q: 3 clusters Score -25294.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25302.121094 Penalty: 572.532776
	Iteration 16Q: 3 clusters Score -25302.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25304.470703 Penalty: 572.532776
	Iteration 17Q: 3 clusters Score -25304.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25308.876953 Penalty: 572.532776
	Iteration 18Q: 3 clusters Score -25308.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25314.287109 Penalty: 572.532776
	Iteration 19Q: 3 clusters Score -25314.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25317.775391 Penalty: 572.532776
	Iteration 20F: 3 clusters Score -25317.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25319.166016 Penalty: 572.532776
	Iteration 21Q: 3 clusters Score -25319.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25320.988281 Penalty: 572.532776
	Iteration 22Q: 3 clusters Score -25320.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25320.988281 Penalty: 572.532776
	Iteration 23F: 3 clusters Score -25320.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -44792.574219 Penalty: 314.665405
	Iteration 0F: 2 clusters Score -44792.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -44021.480469 Penalty: 629.330811
	Iteration 0F: 3 clusters Score -44021.48 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -44452.164062 Penalty: 629.330811
	Iteration 1F: 3 clusters Score -44452.16 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -44591.046875 Penalty: 629.330811
	Iteration 2F: 3 clusters Score -44591.05 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -44681.640625 Penalty: 629.330811
	Iteration 3F: 3 clusters Score -44681.64 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -44750.785156 Penalty: 629.330811
	Iteration 4F: 3 clusters Score -44750.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44786.398438 Penalty: 629.330811
	Iteration 5Q: 3 clusters Score -44786.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -44802.144531 Penalty: 629.330811
	Iteration 6Q: 3 clusters Score -44802.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44809.589844 Penalty: 629.330811
	Iteration 7Q: 3 clusters Score -44809.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44814.253906 Penalty: 629.330811
	Iteration 8Q: 3 clusters Score -44814.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44816.332031 Penalty: 629.330811
	Iteration 9Q: 3 clusters Score -44816.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44817.886719 Penalty: 629.330811
	Iteration 10Q: 3 clusters Score -44817.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44818.480469 Penalty: 629.330811
	Iteration 11Q: 3 clusters Score -44818.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44818.480469 Penalty: 629.330811
	Iteration 12F: 3 clusters Score -44818.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46649 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48345 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 287045 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 117134 members 
Mstep: Class 26 contains 1132 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Mstep: Class 32 contains 71 members 
Mstep: Class 33 contains 272 members 
Entering Unmasked Estep 
Score: -27472188.000000 Penalty: 19804.750000
Splitting cluster 19 changes total score from -27472392.000000 to -27472188.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -95883.117188 Penalty: 339.869263
	Iteration 0F: 2 clusters Score -95883.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -94603.382812 Penalty: 679.738525
	Iteration 0F: 3 clusters Score -94603.38 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -95033.289062 Penalty: 679.738525
	Iteration 1F: 3 clusters Score -95033.29 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -95086.265625 Penalty: 679.738525
	Iteration 2F: 3 clusters Score -95086.27 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -95121.992188 Penalty: 679.738525
	Iteration 3Q: 3 clusters Score -95121.99 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -95161.421875 Penalty: 679.738525
	Iteration 4Q: 3 clusters Score -95161.42 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -95198.812500 Penalty: 679.738525
	Iteration 5Q: 3 clusters Score -95198.81 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -95236.781250 Penalty: 679.738525
	Iteration 6Q: 3 clusters Score -95236.78 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -95292.234375 Penalty: 679.738525
	Iteration 7Q: 3 clusters Score -95292.23 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -95351.046875 Penalty: 679.738525
	Iteration 8Q: 3 clusters Score -95351.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -95419.554688 Penalty: 679.738525
	Iteration 9Q: 3 clusters Score -95419.55 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -95495.054688 Penalty: 679.738525
	Iteration 10Q: 3 clusters Score -95495.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -95556.906250 Penalty: 679.738525
	Iteration 11Q: 3 clusters Score -95556.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -95606.601562 Penalty: 679.738525
	Iteration 12Q: 3 clusters Score -95606.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -95639.054688 Penalty: 679.738525
	Iteration 13Q: 3 clusters Score -95639.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -95652.781250 Penalty: 679.738525
	Iteration 14Q: 3 clusters Score -95652.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -95663.703125 Penalty: 679.738525
	Iteration 15Q: 3 clusters Score -95663.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -95679.625000 Penalty: 679.738525
	Iteration 16Q: 3 clusters Score -95679.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -95686.984375 Penalty: 679.738525
	Iteration 17Q: 3 clusters Score -95686.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -95691.257812 Penalty: 679.738525
	Iteration 18Q: 3 clusters Score -95691.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -95693.445312 Penalty: 679.738525
	Iteration 19Q: 3 clusters Score -95693.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -95696.765625 Penalty: 679.738525
	Iteration 20F: 3 clusters Score -95696.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -95698.960938 Penalty: 679.738525
	Iteration 21Q: 3 clusters Score -95698.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -95699.164062 Penalty: 679.738525
	Iteration 22Q: 3 clusters Score -95699.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -95699.164062 Penalty: 679.738525
	Iteration 23F: 3 clusters Score -95699.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -15600.582031 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -15600.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15228.802734 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -15228.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15356.116211 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -15356.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15381.281250 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -15381.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15402.238281 Penalty: 534.873962
	Iteration 3Q: 3 clusters Score -15402.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15413.798828 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -15413.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15421.316406 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -15421.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15424.923828 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -15424.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15425.616211 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -15425.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15425.616211 Penalty: 534.873962
	Iteration 8F: 3 clusters Score -15425.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -5895.251953 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -5895.252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5684.453613 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -5684.454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5721.575195 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -5721.575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5732.289062 Penalty: 439.376556
	Iteration 2Q: 3 clusters Score -5732.289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5733.900391 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -5733.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5733.900391 Penalty: 439.376556
	Iteration 4F: 3 clusters Score -5733.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -26076.140625 Penalty: 285.071198
	Iteration 0F: 2 clusters Score -26076.14 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 272 members 
Entering Unmasked Estep 
Score: -25580.097656 Penalty: 570.142395
	Iteration 0F: 3 clusters Score -25580.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -25743.070312 Penalty: 570.142395
	Iteration 1F: 3 clusters Score -25743.07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -25790.115234 Penalty: 570.142395
	Iteration 2F: 3 clusters Score -25790.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -25810.189453 Penalty: 570.142395
	Iteration 3F: 3 clusters Score -25810.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25822.642578 Penalty: 570.142395
	Iteration 4Q: 3 clusters Score -25822.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -25830.595703 Penalty: 570.142395
	Iteration 5Q: 3 clusters Score -25830.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -25844.302734 Penalty: 570.142395
	Iteration 6Q: 3 clusters Score -25844.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -25855.402344 Penalty: 570.142395
	Iteration 7Q: 3 clusters Score -25855.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -25861.931641 Penalty: 570.142395
	Iteration 8Q: 3 clusters Score -25861.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -25866.212891 Penalty: 570.142395
	Iteration 9Q: 3 clusters Score -25866.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -25867.974609 Penalty: 570.142395
	Iteration 10Q: 3 clusters Score -25867.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -25872.882812 Penalty: 570.142395
	Iteration 11Q: 3 clusters Score -25872.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -25875.841797 Penalty: 570.142395
	Iteration 12Q: 3 clusters Score -25875.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -25882.964844 Penalty: 570.142395
	Iteration 13Q: 3 clusters Score -25882.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -25886.496094 Penalty: 570.142395
	Iteration 14Q: 3 clusters Score -25886.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -25887.162109 Penalty: 570.142395
	Iteration 15Q: 3 clusters Score -25887.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -25887.326172 Penalty: 570.142395
	Iteration 16Q: 3 clusters Score -25887.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -25888.154297 Penalty: 570.142395
	Iteration 17Q: 3 clusters Score -25888.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -25888.154297 Penalty: 570.142395
	Iteration 18F: 3 clusters Score -25888.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -24112.585938 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -24112.59 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 230 members 
Entering Unmasked Estep 
Score: -23637.337891 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -23637.34 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23808.189453 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -23808.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23889.503906 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -23889.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23946.154297 Penalty: 558.139221
	Iteration 3F: 3 clusters Score -23946.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23989.419922 Penalty: 558.139221
	Iteration 4F: 3 clusters Score -23989.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24018.726562 Penalty: 558.139221
	Iteration 5F: 3 clusters Score -24018.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24036.947266 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -24036.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24045.529297 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -24045.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24049.578125 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -24049.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24052.353516 Penalty: 558.139221
	Iteration 9Q: 3 clusters Score -24052.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -24058.347656 Penalty: 558.139221
	Iteration 10Q: 3 clusters Score -24058.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -24069.402344 Penalty: 558.139221
	Iteration 11Q: 3 clusters Score -24069.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -24085.517578 Penalty: 558.139221
	Iteration 12Q: 3 clusters Score -24085.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -24100.287109 Penalty: 558.139221
	Iteration 13Q: 3 clusters Score -24100.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -24115.544922 Penalty: 558.139221
	Iteration 14Q: 3 clusters Score -24115.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -24118.037109 Penalty: 558.139221
	Iteration 15Q: 3 clusters Score -24118.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -24122.537109 Penalty: 558.139221
	Iteration 16Q: 3 clusters Score -24122.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -24123.806641 Penalty: 558.139221
	Iteration 17Q: 3 clusters Score -24123.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -24123.806641 Penalty: 558.139221
	Iteration 18F: 3 clusters Score -24123.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46649 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48345 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 287045 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 393 members 
Mstep: Class 25 contains 117134 members 
Mstep: Class 26 contains 1132 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Mstep: Class 32 contains 71 members 
Mstep: Class 33 contains 68 members 
Entering Unmasked Estep 
Score: -27472136.000000 Penalty: 19804.750000
Splitting cluster 24 changes total score from -27472392.000000 to -27472136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (117134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117134 members 
Entering Unmasked Estep 
Score: -6321628.500000 Penalty: 531.033875
	Iteration 0F: 2 clusters Score -6321628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -6242619.500000 Penalty: 1062.067749
	Iteration 0F: 3 clusters Score -6242620 nChanged 57169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -6278872.500000 Penalty: 1062.067749
	Iteration 1F: 3 clusters Score -6278872 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -6281147.500000 Penalty: 1062.067749
	Iteration 2Q: 3 clusters Score -6281148 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64989 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -6284574.000000 Penalty: 1062.067749
	Iteration 3F: 3 clusters Score -6284574 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -6289446.000000 Penalty: 1062.067749
	Iteration 4F: 3 clusters Score -6289446 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -6295844.500000 Penalty: 1062.067749
	Iteration 5F: 3 clusters Score -6295844 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -6302301.000000 Penalty: 1062.067749
	Iteration 6F: 3 clusters Score -6302301 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -6306728.500000 Penalty: 1062.067749
	Iteration 7F: 3 clusters Score -6306728 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81264 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -6309072.000000 Penalty: 1062.067749
	Iteration 8Q: 3 clusters Score -6309072 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -6310223.500000 Penalty: 1062.067749
	Iteration 9Q: 3 clusters Score -6310224 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84976 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -6311017.500000 Penalty: 1062.067749
	Iteration 10Q: 3 clusters Score -6311018 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86668 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -6311634.000000 Penalty: 1062.067749
	Iteration 11Q: 3 clusters Score -6311634 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -6312214.500000 Penalty: 1062.067749
	Iteration 12Q: 3 clusters Score -6312214 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89911 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -6312755.500000 Penalty: 1062.067749
	Iteration 13Q: 3 clusters Score -6312756 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91540 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -6313389.500000 Penalty: 1062.067749
	Iteration 14Q: 3 clusters Score -6313390 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93074 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -6314000.000000 Penalty: 1062.067749
	Iteration 15Q: 3 clusters Score -6314000 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94538 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -6314595.000000 Penalty: 1062.067749
	Iteration 16Q: 3 clusters Score -6314595 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95949 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -6315267.000000 Penalty: 1062.067749
	Iteration 17Q: 3 clusters Score -6315267 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97333 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -6315833.000000 Penalty: 1062.067749
	Iteration 18Q: 3 clusters Score -6315833 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -6316506.000000 Penalty: 1062.067749
	Iteration 19Q: 3 clusters Score -6316506 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100009 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -6317130.000000 Penalty: 1062.067749
	Iteration 20F: 3 clusters Score -6317130 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -6317704.500000 Penalty: 1062.067749
	Iteration 21Q: 3 clusters Score -6317704 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102350 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -6318236.000000 Penalty: 1062.067749
	Iteration 22Q: 3 clusters Score -6318236 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103368 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -6318705.000000 Penalty: 1062.067749
	Iteration 23Q: 3 clusters Score -6318705 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104251 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -6319089.500000 Penalty: 1062.067749
	Iteration 24Q: 3 clusters Score -6319090 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105071 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -6319450.500000 Penalty: 1062.067749
	Iteration 25Q: 3 clusters Score -6319450 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105812 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -6319720.500000 Penalty: 1062.067749
	Iteration 26Q: 3 clusters Score -6319720 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106465 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -6319914.500000 Penalty: 1062.067749
	Iteration 27Q: 3 clusters Score -6319914 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107060 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -6320081.500000 Penalty: 1062.067749
	Iteration 28Q: 3 clusters Score -6320082 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107604 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -6320268.000000 Penalty: 1062.067749
	Iteration 29Q: 3 clusters Score -6320268 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108100 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -6320419.000000 Penalty: 1062.067749
	Iteration 30Q: 3 clusters Score -6320419 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -6320530.500000 Penalty: 1062.067749
	Iteration 31Q: 3 clusters Score -6320530 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109052 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -6320592.500000 Penalty: 1062.067749
	Iteration 32Q: 3 clusters Score -6320592 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109458 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -6320657.000000 Penalty: 1062.067749
	Iteration 33Q: 3 clusters Score -6320657 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109830 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -6320745.000000 Penalty: 1062.067749
	Iteration 34Q: 3 clusters Score -6320745 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110161 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -6320797.500000 Penalty: 1062.067749
	Iteration 35Q: 3 clusters Score -6320798 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110492 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -6320844.000000 Penalty: 1062.067749
	Iteration 36Q: 3 clusters Score -6320844 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110805 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -6320907.500000 Penalty: 1062.067749
	Iteration 37Q: 3 clusters Score -6320908 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111112 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -6320980.000000 Penalty: 1062.067749
	Iteration 38Q: 3 clusters Score -6320980 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111406 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -6321016.500000 Penalty: 1062.067749
	Iteration 39Q: 3 clusters Score -6321016 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111679 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -6321058.500000 Penalty: 1062.067749
	Iteration 40F: 3 clusters Score -6321058 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111927 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -6321109.500000 Penalty: 1062.067749
	Iteration 41Q: 3 clusters Score -6321110 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112115 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -6321141.000000 Penalty: 1062.067749
	Iteration 42Q: 3 clusters Score -6321141 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112286 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -6321164.500000 Penalty: 1062.067749
	Iteration 43Q: 3 clusters Score -6321164 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112457 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -6321174.000000 Penalty: 1062.067749
	Iteration 44Q: 3 clusters Score -6321174 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112613 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -6321205.500000 Penalty: 1062.067749
	Iteration 45Q: 3 clusters Score -6321206 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112737 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -6321213.000000 Penalty: 1062.067749
	Iteration 46Q: 3 clusters Score -6321213 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112852 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -6321207.000000 Penalty: 1062.067749
	Iteration 47Q: 3 clusters Score -6321207 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112963 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -6321213.000000 Penalty: 1062.067749
	Iteration 48Q: 3 clusters Score -6321213 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113067 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -6321218.000000 Penalty: 1062.067749
	Iteration 49Q: 3 clusters Score -6321218 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113192 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -6321235.500000 Penalty: 1062.067749
	Iteration 50Q: 3 clusters Score -6321236 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113298 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -6321255.500000 Penalty: 1062.067749
	Iteration 51Q: 3 clusters Score -6321256 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113395 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -6321250.000000 Penalty: 1062.067749
	Iteration 52Q: 3 clusters Score -6321250 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113483 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -6321252.000000 Penalty: 1062.067749
	Iteration 53Q: 3 clusters Score -6321252 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113571 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -6321272.000000 Penalty: 1062.067749
	Iteration 54Q: 3 clusters Score -6321272 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113652 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -6321276.000000 Penalty: 1062.067749
	Iteration 55Q: 3 clusters Score -6321276 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -6321295.500000 Penalty: 1062.067749
	Iteration 56Q: 3 clusters Score -6321296 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113818 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -6321317.000000 Penalty: 1062.067749
	Iteration 57Q: 3 clusters Score -6321317 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113902 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -6321323.500000 Penalty: 1062.067749
	Iteration 58Q: 3 clusters Score -6321324 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113972 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -6321336.000000 Penalty: 1062.067749
	Iteration 59Q: 3 clusters Score -6321336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114038 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -6321357.500000 Penalty: 1062.067749
	Iteration 60F: 3 clusters Score -6321358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114091 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -6321366.000000 Penalty: 1062.067749
	Iteration 61Q: 3 clusters Score -6321366 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114148 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -6321370.500000 Penalty: 1062.067749
	Iteration 62Q: 3 clusters Score -6321370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114204 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6321387.500000 Penalty: 1062.067749
	Iteration 63Q: 3 clusters Score -6321388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114262 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -6321389.000000 Penalty: 1062.067749
	Iteration 64Q: 3 clusters Score -6321389 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114311 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -6321387.500000 Penalty: 1062.067749
	Iteration 65Q: 3 clusters Score -6321388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114351 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -6321378.500000 Penalty: 1062.067749
	Iteration 66Q: 3 clusters Score -6321378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114388 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -6321386.500000 Penalty: 1062.067749
	Iteration 67Q: 3 clusters Score -6321386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114425 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -6321387.000000 Penalty: 1062.067749
	Iteration 68Q: 3 clusters Score -6321387 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114467 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -6321392.500000 Penalty: 1062.067749
	Iteration 69Q: 3 clusters Score -6321392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114511 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -6321389.500000 Penalty: 1062.067749
	Iteration 70Q: 3 clusters Score -6321390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114543 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -6321386.000000 Penalty: 1062.067749
	Iteration 71Q: 3 clusters Score -6321386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114567 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6321396.500000 Penalty: 1062.067749
	Iteration 72Q: 3 clusters Score -6321396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114594 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6321403.500000 Penalty: 1062.067749
	Iteration 73Q: 3 clusters Score -6321404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114622 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -6321412.000000 Penalty: 1062.067749
	Iteration 74Q: 3 clusters Score -6321412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114641 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6321414.000000 Penalty: 1062.067749
	Iteration 75Q: 3 clusters Score -6321414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114664 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6321409.500000 Penalty: 1062.067749
	Iteration 76Q: 3 clusters Score -6321410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114683 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -6321415.000000 Penalty: 1062.067749
	Iteration 77Q: 3 clusters Score -6321415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114691 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6321416.000000 Penalty: 1062.067749
	Iteration 78Q: 3 clusters Score -6321416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114702 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6321412.000000 Penalty: 1062.067749
	Iteration 79Q: 3 clusters Score -6321412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114710 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6321411.500000 Penalty: 1062.067749
	Iteration 80F: 3 clusters Score -6321412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114718 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6321410.000000 Penalty: 1062.067749
	Iteration 81Q: 3 clusters Score -6321410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114727 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -6321412.000000 Penalty: 1062.067749
	Iteration 82Q: 3 clusters Score -6321412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114739 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -6321412.500000 Penalty: 1062.067749
	Iteration 83Q: 3 clusters Score -6321412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114752 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -6321407.000000 Penalty: 1062.067749
	Iteration 84Q: 3 clusters Score -6321407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114761 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -6321415.500000 Penalty: 1062.067749
	Iteration 85Q: 3 clusters Score -6321416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114769 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6321420.500000 Penalty: 1062.067749
	Iteration 86Q: 3 clusters Score -6321420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114774 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6321421.500000 Penalty: 1062.067749
	Iteration 87Q: 3 clusters Score -6321422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114782 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6321428.000000 Penalty: 1062.067749
	Iteration 88Q: 3 clusters Score -6321428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114798 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6321431.500000 Penalty: 1062.067749
	Iteration 89Q: 3 clusters Score -6321432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114813 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -6321439.500000 Penalty: 1062.067749
	Iteration 90Q: 3 clusters Score -6321440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114829 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -6321437.500000 Penalty: 1062.067749
	Iteration 91Q: 3 clusters Score -6321438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114841 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -6321442.500000 Penalty: 1062.067749
	Iteration 92Q: 3 clusters Score -6321442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114855 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6321444.000000 Penalty: 1062.067749
	Iteration 93Q: 3 clusters Score -6321444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114866 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -6321440.000000 Penalty: 1062.067749
	Iteration 94Q: 3 clusters Score -6321440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114877 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -6321438.000000 Penalty: 1062.067749
	Iteration 95Q: 3 clusters Score -6321438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114891 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6321442.500000 Penalty: 1062.067749
	Iteration 96Q: 3 clusters Score -6321442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114906 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6321447.500000 Penalty: 1062.067749
	Iteration 97Q: 3 clusters Score -6321448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114928 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -6321445.500000 Penalty: 1062.067749
	Iteration 98Q: 3 clusters Score -6321446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114950 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -6321445.000000 Penalty: 1062.067749
	Iteration 99Q: 3 clusters Score -6321445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114964 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6321444.500000 Penalty: 1062.067749
	Iteration 100F: 3 clusters Score -6321444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114969 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6321444.000000 Penalty: 1062.067749
	Iteration 101Q: 3 clusters Score -6321444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114974 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6321437.000000 Penalty: 1062.067749
	Iteration 102Q: 3 clusters Score -6321437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114981 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6321435.000000 Penalty: 1062.067749
	Iteration 103Q: 3 clusters Score -6321435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114987 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6321430.000000 Penalty: 1062.067749
	Iteration 104Q: 3 clusters Score -6321430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114991 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6321427.000000 Penalty: 1062.067749
	Iteration 105Q: 3 clusters Score -6321427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114994 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6321432.500000 Penalty: 1062.067749
	Iteration 106Q: 3 clusters Score -6321432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114996 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6321432.500000 Penalty: 1062.067749
	Iteration 107Q: 3 clusters Score -6321432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115001 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -6321427.500000 Penalty: 1062.067749
	Iteration 108Q: 3 clusters Score -6321428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115005 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -6321428.500000 Penalty: 1062.067749
	Iteration 109Q: 3 clusters Score -6321428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115018 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6321430.000000 Penalty: 1062.067749
	Iteration 110Q: 3 clusters Score -6321430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6321433.500000 Penalty: 1062.067749
	Iteration 111Q: 3 clusters Score -6321434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115036 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6321426.000000 Penalty: 1062.067749
	Iteration 112Q: 3 clusters Score -6321426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115053 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6321432.000000 Penalty: 1062.067749
	Iteration 113Q: 3 clusters Score -6321432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115063 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6321434.000000 Penalty: 1062.067749
	Iteration 114Q: 3 clusters Score -6321434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115074 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6321433.500000 Penalty: 1062.067749
	Iteration 115Q: 3 clusters Score -6321434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115086 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6321429.000000 Penalty: 1062.067749
	Iteration 116Q: 3 clusters Score -6321429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115091 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6321427.500000 Penalty: 1062.067749
	Iteration 117Q: 3 clusters Score -6321428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115098 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6321430.000000 Penalty: 1062.067749
	Iteration 118Q: 3 clusters Score -6321430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115106 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6321426.000000 Penalty: 1062.067749
	Iteration 119Q: 3 clusters Score -6321426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115121 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6321427.500000 Penalty: 1062.067749
	Iteration 120F: 3 clusters Score -6321428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115131 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6321438.000000 Penalty: 1062.067749
	Iteration 121Q: 3 clusters Score -6321438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115136 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6321445.500000 Penalty: 1062.067749
	Iteration 122Q: 3 clusters Score -6321446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115140 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6321451.500000 Penalty: 1062.067749
	Iteration 123Q: 3 clusters Score -6321452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115147 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6321443.000000 Penalty: 1062.067749
	Iteration 124Q: 3 clusters Score -6321443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115155 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6321443.500000 Penalty: 1062.067749
	Iteration 125Q: 3 clusters Score -6321444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115163 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6321447.000000 Penalty: 1062.067749
	Iteration 126Q: 3 clusters Score -6321447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115174 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6321448.000000 Penalty: 1062.067749
	Iteration 127Q: 3 clusters Score -6321448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115185 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6321443.000000 Penalty: 1062.067749
	Iteration 128Q: 3 clusters Score -6321443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115195 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6321446.000000 Penalty: 1062.067749
	Iteration 129Q: 3 clusters Score -6321446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115211 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6321446.000000 Penalty: 1062.067749
	Iteration 130Q: 3 clusters Score -6321446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115223 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6321451.500000 Penalty: 1062.067749
	Iteration 131Q: 3 clusters Score -6321452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115233 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6321461.500000 Penalty: 1062.067749
	Iteration 132Q: 3 clusters Score -6321462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115243 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6321462.000000 Penalty: 1062.067749
	Iteration 133Q: 3 clusters Score -6321462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115251 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6321462.500000 Penalty: 1062.067749
	Iteration 134Q: 3 clusters Score -6321462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115259 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6321460.500000 Penalty: 1062.067749
	Iteration 135Q: 3 clusters Score -6321460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115264 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6321458.000000 Penalty: 1062.067749
	Iteration 136Q: 3 clusters Score -6321458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115268 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6321458.500000 Penalty: 1062.067749
	Iteration 137Q: 3 clusters Score -6321458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115274 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6321457.500000 Penalty: 1062.067749
	Iteration 138Q: 3 clusters Score -6321458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115281 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6321453.000000 Penalty: 1062.067749
	Iteration 139Q: 3 clusters Score -6321453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115289 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6321447.000000 Penalty: 1062.067749
	Iteration 140F: 3 clusters Score -6321447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115295 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6321457.500000 Penalty: 1062.067749
	Iteration 141Q: 3 clusters Score -6321458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115303 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6321457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115306 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6321463.500000 Penalty: 1062.067749
	Iteration 143Q: 3 clusters Score -6321464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115308 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6321461.500000 Penalty: 1062.067749
	Iteration 144Q: 3 clusters Score -6321462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115309 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6321461.000000 Penalty: 1062.067749
	Iteration 145Q: 3 clusters Score -6321461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115311 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6321460.500000 Penalty: 1062.067749
	Iteration 146Q: 3 clusters Score -6321460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115314 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6321461.000000 Penalty: 1062.067749
	Iteration 147Q: 3 clusters Score -6321461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115317 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6321460.500000 Penalty: 1062.067749
	Iteration 148Q: 3 clusters Score -6321460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115321 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6321465.000000 Penalty: 1062.067749
	Iteration 149Q: 3 clusters Score -6321465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115322 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6321462.500000 Penalty: 1062.067749
	Iteration 150Q: 3 clusters Score -6321462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115322 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6321461.500000 Penalty: 1062.067749
	Iteration 151Q: 3 clusters Score -6321462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115323 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6321462.500000 Penalty: 1062.067749
	Iteration 152Q: 3 clusters Score -6321462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115324 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6321459.500000 Penalty: 1062.067749
	Iteration 153Q: 3 clusters Score -6321460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115324 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6321459.500000 Penalty: 1062.067749
	Iteration 154F: 3 clusters Score -6321460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -53101.445312 Penalty: 319.944214
	Iteration 0F: 2 clusters Score -53101.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -52231.410156 Penalty: 639.888428
	Iteration 0F: 3 clusters Score -52231.41 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -52508.230469 Penalty: 639.888428
	Iteration 1F: 3 clusters Score -52508.23 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -52563.746094 Penalty: 639.888428
	Iteration 2F: 3 clusters Score -52563.75 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -52602.167969 Penalty: 639.888428
	Iteration 3F: 3 clusters Score -52602.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -52647.187500 Penalty: 639.888428
	Iteration 4Q: 3 clusters Score -52647.19 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -52720.210938 Penalty: 639.888428
	Iteration 5F: 3 clusters Score -52720.21 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -52797.097656 Penalty: 639.888428
	Iteration 6F: 3 clusters Score -52797.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -52886.796875 Penalty: 639.888428
	Iteration 7F: 3 clusters Score -52886.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -52981.687500 Penalty: 639.888428
	Iteration 8F: 3 clusters Score -52981.69 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -53054.921875 Penalty: 639.888428
	Iteration 9Q: 3 clusters Score -53054.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -53128.699219 Penalty: 639.888428
	Iteration 10Q: 3 clusters Score -53128.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -53211.937500 Penalty: 639.888428
	Iteration 11Q: 3 clusters Score -53211.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -53225.683594 Penalty: 639.888428
	Iteration 12Q: 3 clusters Score -53225.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -53230.324219 Penalty: 639.888428
	Iteration 13Q: 3 clusters Score -53230.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -53232.027344 Penalty: 639.888428
	Iteration 14Q: 3 clusters Score -53232.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -53234.527344 Penalty: 639.888428
	Iteration 15Q: 3 clusters Score -53234.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -53234.527344 Penalty: 639.888428
	Iteration 16F: 3 clusters Score -53234.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46649 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48345 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 287045 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 117134 members 
Mstep: Class 26 contains 396 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Mstep: Class 32 contains 71 members 
Mstep: Class 33 contains 736 members 
Entering Unmasked Estep 
Score: -27472304.000000 Penalty: 19804.750000
Splitting cluster 26 changes total score from -27472392.000000 to -27472304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -12093.128906 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -12093.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11765.500977 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -11765.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11959.180664 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -11959.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12154.200195 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -12154.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12275.319336 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -12275.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12307.645508 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -12307.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12316.955078 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -12316.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12317.313477 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -12317.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12317.856445 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -12317.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12318.451172 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -12318.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12318.451172 Penalty: 522.321167
	Iteration 9F: 3 clusters Score -12318.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46649 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48345 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 287045 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 117134 members 
Mstep: Class 26 contains 1132 members 
Mstep: Class 27 contains 131 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Mstep: Class 32 contains 71 members 
Mstep: Class 33 contains 180 members 
Entering Unmasked Estep 
Score: -27472338.000000 Penalty: 19804.750000
Splitting cluster 27 changes total score from -27472392.000000 to -27472338.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -13681.960938 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -13681.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13334.458008 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -13334.46 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13429.967773 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -13429.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13488.779297 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -13488.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13527.877930 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -13527.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13539.833008 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -13539.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13545.493164 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -13545.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13547.485352 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -13547.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13549.027344 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -13549.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13549.027344 Penalty: 522.321167
	Iteration 8F: 3 clusters Score -13549.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -6130.821777 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -6130.822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5888.345703 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -5888.346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5925.397461 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -5925.397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5932.223633 Penalty: 445.703430
	Iteration 2Q: 3 clusters Score -5932.224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5936.684570 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -5936.685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5936.684570 Penalty: 445.703430
	Iteration 4F: 3 clusters Score -5936.685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -25644.408203 Penalty: 289.830505
	Iteration 0F: 2 clusters Score -25644.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -25122.035156 Penalty: 579.661011
	Iteration 0F: 3 clusters Score -25122.04 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -25318.861328 Penalty: 579.661011
	Iteration 1F: 3 clusters Score -25318.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -25372.236328 Penalty: 579.661011
	Iteration 2F: 3 clusters Score -25372.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -25400.652344 Penalty: 579.661011
	Iteration 3Q: 3 clusters Score -25400.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -25414.134766 Penalty: 579.661011
	Iteration 4Q: 3 clusters Score -25414.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -25423.617188 Penalty: 579.661011
	Iteration 5Q: 3 clusters Score -25423.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -25429.187500 Penalty: 579.661011
	Iteration 6Q: 3 clusters Score -25429.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -25435.810547 Penalty: 579.661011
	Iteration 7Q: 3 clusters Score -25435.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25440.275391 Penalty: 579.661011
	Iteration 8Q: 3 clusters Score -25440.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25445.015625 Penalty: 579.661011
	Iteration 9Q: 3 clusters Score -25445.02 nChanged 5
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: -25446.427734 Penalty: 579.661011
	Iteration 10Q: 3 clusters Score -25446.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25447.074219 Penalty: 579.661011
	Iteration 11Q: 3 clusters Score -25447.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -25448.677734 Penalty: 579.661011
	Iteration 12Q: 3 clusters Score -25448.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -25450.464844 Penalty: 579.661011
	Iteration 13Q: 3 clusters Score -25450.46 nChanged 4
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: -25453.833984 Penalty: 579.661011
	Iteration 14Q: 3 clusters Score -25453.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -25457.466797 Penalty: 579.661011
	Iteration 15Q: 3 clusters Score -25457.47 nChanged 4
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: -25460.513672 Penalty: 579.661011
	Iteration 16Q: 3 clusters Score -25460.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -25464.152344 Penalty: 579.661011
	Iteration 17Q: 3 clusters Score -25464.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25474.134766 Penalty: 579.661011
	Iteration 18Q: 3 clusters Score -25474.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -25485.273438 Penalty: 579.661011
	Iteration 19Q: 3 clusters Score -25485.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -25496.871094 Penalty: 579.661011
	Iteration 20F: 3 clusters Score -25496.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -25512.001953 Penalty: 579.661011
	Iteration 21Q: 3 clusters Score -25512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -25521.333984 Penalty: 579.661011
	Iteration 22Q: 3 clusters Score -25521.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -25546.427734 Penalty: 579.661011
	Iteration 23Q: 3 clusters Score -25546.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -25578.494141 Penalty: 579.661011
	Iteration 24Q: 3 clusters Score -25578.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -25602.945312 Penalty: 579.661011
	Iteration 25Q: 3 clusters Score -25602.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -25630.412109 Penalty: 579.661011
	Iteration 26Q: 3 clusters Score -25630.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -25664.863281 Penalty: 579.661011
	Iteration 27Q: 3 clusters Score -25664.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -25692.199219 Penalty: 579.661011
	Iteration 28Q: 3 clusters Score -25692.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -25708.031250 Penalty: 579.661011
	Iteration 29Q: 3 clusters Score -25708.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -25721.833984 Penalty: 579.661011
	Iteration 30Q: 3 clusters Score -25721.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -25738.847656 Penalty: 579.661011
	Iteration 31Q: 3 clusters Score -25738.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -25750.263672 Penalty: 579.661011
	Iteration 32Q: 3 clusters Score -25750.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -25757.546875 Penalty: 579.661011
	Iteration 33Q: 3 clusters Score -25757.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25762.806641 Penalty: 579.661011
	Iteration 34Q: 3 clusters Score -25762.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25763.835938 Penalty: 579.661011
	Iteration 35Q: 3 clusters Score -25763.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -25763.994141 Penalty: 579.661011
	Iteration 36Q: 3 clusters Score -25763.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -25764.625000 Penalty: 579.661011
	Iteration 37Q: 3 clusters Score -25764.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25765.187500 Penalty: 579.661011
	Iteration 38Q: 3 clusters Score -25765.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -25765.724609 Penalty: 579.661011
	Iteration 39Q: 3 clusters Score -25765.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25766.289062 Penalty: 579.661011
	Iteration 40F: 3 clusters Score -25766.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -25767.402344 Penalty: 579.661011
	Iteration 41Q: 3 clusters Score -25767.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -25768.158203 Penalty: 579.661011
	Iteration 42Q: 3 clusters Score -25768.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -25772.076172 Penalty: 579.661011
	Iteration 43Q: 3 clusters Score -25772.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -25772.380859 Penalty: 579.661011
	Iteration 44Q: 3 clusters Score -25772.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25773.419922 Penalty: 579.661011
	Iteration 45Q: 3 clusters Score -25773.42 nChanged 1
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: -25773.513672 Penalty: 579.661011
	Iteration 46Q: 3 clusters Score -25773.51 nChanged 0
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: -25773.513672 Penalty: 579.661011
	Iteration 47F: 3 clusters Score -25773.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46649 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48345 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 287045 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 117134 members 
Mstep: Class 26 contains 1132 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 276 members 
Mstep: Class 31 contains 1120 members 
Mstep: Class 32 contains 71 members 
Mstep: Class 33 contains 308 members 
Entering Unmasked Estep 
Score: -27472274.000000 Penalty: 19804.750000
Splitting cluster 30 changes total score from -27472392.000000 to -27472274.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -56718.722656 Penalty: 319.459320
	Iteration 0F: 2 clusters Score -56718.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -55862.824219 Penalty: 638.918640
	Iteration 0F: 3 clusters Score -55862.82 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -56147.585938 Penalty: 638.918640
	Iteration 1F: 3 clusters Score -56147.59 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -56234.867188 Penalty: 638.918640
	Iteration 2F: 3 clusters Score -56234.87 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -56318.187500 Penalty: 638.918640
	Iteration 3F: 3 clusters Score -56318.19 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -56387.847656 Penalty: 638.918640
	Iteration 4F: 3 clusters Score -56387.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -56442.718750 Penalty: 638.918640
	Iteration 5Q: 3 clusters Score -56442.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -56474.339844 Penalty: 638.918640
	Iteration 6Q: 3 clusters Score -56474.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -56505.347656 Penalty: 638.918640
	Iteration 7Q: 3 clusters Score -56505.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -56521.082031 Penalty: 638.918640
	Iteration 8Q: 3 clusters Score -56521.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -56535.867188 Penalty: 638.918640
	Iteration 9Q: 3 clusters Score -56535.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -56549.417969 Penalty: 638.918640
	Iteration 10Q: 3 clusters Score -56549.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -56555.621094 Penalty: 638.918640
	Iteration 11Q: 3 clusters Score -56555.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -56557.101562 Penalty: 638.918640
	Iteration 12Q: 3 clusters Score -56557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -56558.203125 Penalty: 638.918640
	Iteration 13Q: 3 clusters Score -56558.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -56558.695312 Penalty: 638.918640
	Iteration 14Q: 3 clusters Score -56558.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -56558.695312 Penalty: 638.918640
	Iteration 15F: 3 clusters Score -56558.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2550 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46649 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48345 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 287045 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 117134 members 
Mstep: Class 26 contains 1132 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472532.000000 Penalty: 19204.605469
Iteration 119Q: 33 clusters Score -2.747253e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46673 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 2480 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 191 members 
Mstep: Class 9 contains 746 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48353 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 287040 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 1002 members 
Mstep: Class 20 contains 1752 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 117064 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 312 members 
Mstep: Class 28 contains 310 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1117 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472614.000000 Penalty: 19204.605469
Iteration 120F: 33 clusters Score -2.747261e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46701 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 2500 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 744 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48361 members 
Mstep: Class 12 contains 3021 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 287061 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 539 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 1752 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 116979 members 
Mstep: Class 26 contains 1134 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 1117 members 
Mstep: Class 32 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472624.000000 Penalty: 19204.605469
Iteration 121Q: 33 clusters Score -2.747262e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46728 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 202 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48365 members 
Mstep: Class 12 contains 3021 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 287083 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 1752 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 116883 members 
Mstep: Class 26 contains 1135 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 1119 members 
Mstep: Class 32 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472608.000000 Penalty: 19204.605469
Iteration 122Q: 33 clusters Score -2.747261e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46757 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 204 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48372 members 
Mstep: Class 12 contains 3021 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 287108 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 1752 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 116778 members 
Mstep: Class 26 contains 1135 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 312 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 583 members 
Mstep: Class 31 contains 1120 members 
Mstep: Class 32 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472534.000000 Penalty: 19204.605469
Iteration 123Q: 33 clusters Score -2.747253e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 995 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46785 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 205 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48379 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 287126 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1752 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 527 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 116671 members 
Mstep: Class 26 contains 1135 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 312 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1122 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472520.000000 Penalty: 19204.605469
Iteration 124Q: 33 clusters Score -2.747252e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 995 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46828 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48387 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 287150 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1751 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 527 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 116555 members 
Mstep: Class 26 contains 1135 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 310 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472502.000000 Penalty: 19204.605469
Iteration 125Q: 33 clusters Score -2.74725e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 995 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46870 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 2701 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48402 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 287151 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1751 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 527 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 116463 members 
Mstep: Class 26 contains 1135 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 312 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472488.000000 Penalty: 19204.605469
Iteration 126Q: 33 clusters Score -2.747249e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 996 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46918 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 2727 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48412 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 287153 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1750 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 527 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 116371 members 
Mstep: Class 26 contains 1135 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472478.000000 Penalty: 19204.605469
Iteration 127Q: 33 clusters Score -2.747248e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 996 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 46967 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48419 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 287164 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1750 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 527 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 116269 members 
Mstep: Class 26 contains 1136 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1127 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472444.000000 Penalty: 19204.605469
Iteration 128Q: 33 clusters Score -2.747244e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 996 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 47009 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 2781 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48427 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287184 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1749 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 527 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 116164 members 
Mstep: Class 26 contains 1136 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1128 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472426.000000 Penalty: 19204.605469
Iteration 129Q: 33 clusters Score -2.747243e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 47044 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48433 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287212 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1749 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 116056 members 
Mstep: Class 26 contains 1136 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1128 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472408.000000 Penalty: 19204.605469
Iteration 130Q: 33 clusters Score -2.747241e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 47097 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 2856 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48439 members 
Mstep: Class 12 contains 3012 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287222 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1748 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 115944 members 
Mstep: Class 26 contains 1137 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1128 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472436.000000 Penalty: 19204.605469
Iteration 131Q: 33 clusters Score -2.747244e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 47135 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48444 members 
Mstep: Class 12 contains 3006 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287251 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 115837 members 
Mstep: Class 26 contains 1138 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1128 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472412.000000 Penalty: 19204.605469
Iteration 132Q: 33 clusters Score -2.747241e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 47183 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 2919 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48439 members 
Mstep: Class 12 contains 3006 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287263 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1745 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 115746 members 
Mstep: Class 26 contains 1139 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1127 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472418.000000 Penalty: 19204.605469
Iteration 133Q: 33 clusters Score -2.747242e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 47233 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 2965 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48439 members 
Mstep: Class 12 contains 3005 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287279 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1741 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 526 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 115632 members 
Mstep: Class 26 contains 1140 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1127 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472366.000000 Penalty: 19204.605469
Iteration 134Q: 33 clusters Score -2.747237e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 47281 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48432 members 
Mstep: Class 12 contains 3005 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287314 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1740 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 115498 members 
Mstep: Class 26 contains 1140 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1127 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472350.000000 Penalty: 19204.605469
Iteration 135Q: 33 clusters Score -2.747235e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 47329 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48425 members 
Mstep: Class 12 contains 3005 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287336 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1738 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 115364 members 
Mstep: Class 26 contains 1140 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1127 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472308.000000 Penalty: 19204.605469
Iteration 136Q: 33 clusters Score -2.747231e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 47369 members 
Mstep: Class 5 contains 3089 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48419 members 
Mstep: Class 12 contains 3004 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287387 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1736 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 115214 members 
Mstep: Class 26 contains 1140 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1127 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472290.000000 Penalty: 19204.605469
Iteration 137Q: 33 clusters Score -2.747229e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 47406 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 3206 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48410 members 
Mstep: Class 12 contains 3004 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287437 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1734 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 115067 members 
Mstep: Class 26 contains 1140 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1127 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472348.000000 Penalty: 19204.605469
Iteration 138Q: 33 clusters Score -2.747235e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 47454 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 3292 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48405 members 
Mstep: Class 12 contains 3003 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287488 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1733 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 114880 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1127 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472348.000000 Penalty: 19204.605469
Iteration 139Q: 33 clusters Score -2.747235e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 998 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 47494 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 3393 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48396 members 
Mstep: Class 12 contains 3003 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287542 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1731 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 114687 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1127 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472294.000000 Penalty: 19204.605469
Iteration 140F: 33 clusters Score -2.747229e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 998 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 47543 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48385 members 
Mstep: Class 12 contains 3003 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287584 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1727 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 114503 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1127 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472340.000000 Penalty: 19204.605469
Iteration 141Q: 33 clusters Score -2.747234e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 998 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 47592 members 
Mstep: Class 5 contains 3093 members 
Mstep: Class 6 contains 3599 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48378 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287635 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1723 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 114298 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1128 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472298.000000 Penalty: 19204.605469
Iteration 142Q: 33 clusters Score -2.74723e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 999 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 47648 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 3690 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48370 members 
Mstep: Class 12 contains 3001 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287678 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1726 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 114104 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1128 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472266.000000 Penalty: 19204.605469
Iteration 143Q: 33 clusters Score -2.747227e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 999 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 47677 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48363 members 
Mstep: Class 12 contains 2999 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287779 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1732 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 113888 members 
Mstep: Class 26 contains 1152 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472282.000000 Penalty: 19204.605469
Iteration 144Q: 33 clusters Score -2.747228e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 999 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 47702 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48360 members 
Mstep: Class 12 contains 2997 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287872 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1731 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 113681 members 
Mstep: Class 26 contains 1157 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472296.000000 Penalty: 19204.605469
Iteration 145Q: 33 clusters Score -2.74723e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 999 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 47729 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 3964 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48357 members 
Mstep: Class 12 contains 2995 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287915 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1726 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 113489 members 
Mstep: Class 26 contains 1161 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472282.000000 Penalty: 19204.605469
Iteration 146Q: 33 clusters Score -2.747228e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1000 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 47749 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 4082 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48348 members 
Mstep: Class 12 contains 2993 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 287984 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1721 members 
Mstep: Class 21 contains 355 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 113278 members 
Mstep: Class 26 contains 1165 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1133 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472268.000000 Penalty: 19204.605469
Iteration 147Q: 33 clusters Score -2.747227e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 999 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 47779 members 
Mstep: Class 5 contains 3098 members 
Mstep: Class 6 contains 4204 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48347 members 
Mstep: Class 12 contains 2990 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 288048 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1712 members 
Mstep: Class 21 contains 355 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 113067 members 
Mstep: Class 26 contains 1166 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1133 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472360.000000 Penalty: 19204.605469
Iteration 148Q: 33 clusters Score -2.747236e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1000 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 47803 members 
Mstep: Class 5 contains 3098 members 
Mstep: Class 6 contains 4306 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48349 members 
Mstep: Class 12 contains 2983 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 288128 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1702 members 
Mstep: Class 21 contains 355 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 112871 members 
Mstep: Class 26 contains 1166 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1133 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472306.000000 Penalty: 19204.605469
Iteration 149Q: 33 clusters Score -2.747231e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1001 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 47840 members 
Mstep: Class 5 contains 3098 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48345 members 
Mstep: Class 12 contains 2980 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 288216 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 528 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 355 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 112660 members 
Mstep: Class 26 contains 1167 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472222.000000 Penalty: 19204.605469
Iteration 150Q: 33 clusters Score -2.747222e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1001 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 47874 members 
Mstep: Class 5 contains 3098 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48351 members 
Mstep: Class 12 contains 2980 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 288336 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 528 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 355 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 112409 members 
Mstep: Class 26 contains 1168 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472210.000000 Penalty: 19204.605469
Iteration 151Q: 33 clusters Score -2.747221e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1001 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 47905 members 
Mstep: Class 5 contains 3098 members 
Mstep: Class 6 contains 4591 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48357 members 
Mstep: Class 12 contains 2979 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 288467 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 355 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 112154 members 
Mstep: Class 26 contains 1170 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472168.000000 Penalty: 19204.605469
Iteration 152Q: 33 clusters Score -2.747217e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1000 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 47949 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 4681 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48356 members 
Mstep: Class 12 contains 2977 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 288571 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 355 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 111933 members 
Mstep: Class 26 contains 1173 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472078.000000 Penalty: 19204.605469
Iteration 153Q: 33 clusters Score -2.747208e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1000 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 48000 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48355 members 
Mstep: Class 12 contains 2974 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 288662 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 355 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 111694 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472080.000000 Penalty: 19204.605469
Iteration 154Q: 33 clusters Score -2.747208e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1000 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 48046 members 
Mstep: Class 5 contains 3093 members 
Mstep: Class 6 contains 4907 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48354 members 
Mstep: Class 12 contains 2970 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 288738 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 355 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 111475 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472042.000000 Penalty: 19204.605469
Iteration 155Q: 33 clusters Score -2.747204e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1001 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 48087 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 5016 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48352 members 
Mstep: Class 12 contains 2966 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 288839 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1637 members 
Mstep: Class 21 contains 355 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 111236 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472042.000000 Penalty: 19204.605469
Iteration 156Q: 33 clusters Score -2.747204e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 48138 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 5108 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48353 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 288979 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 110962 members 
Mstep: Class 26 contains 1183 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472024.000000 Penalty: 19204.605469
Iteration 157Q: 33 clusters Score -2.747202e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1003 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 48195 members 
Mstep: Class 5 contains 3089 members 
Mstep: Class 6 contains 5192 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48351 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 289139 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 110678 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472000.000000 Penalty: 19204.605469
Iteration 158Q: 33 clusters Score -2.7472e+07 nChanged 478
Entering ConstructFrom: 
Score: -27472000.000000 Penalty: 19204.605469
Entering ConstructFrom: 
Trying to split cluster 1 (8283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Entering Unmasked Estep 
Score: -410677.718750 Penalty: 410.499207
	Iteration 0F: 2 clusters Score -410677.7 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 4088 members 
Entering Unmasked Estep 
Score: -405147.687500 Penalty: 820.998413
	Iteration 0F: 3 clusters Score -405147.7 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -407301.156250 Penalty: 820.998413
	Iteration 1F: 3 clusters Score -407301.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -407533.187500 Penalty: 820.998413
	Iteration 2F: 3 clusters Score -407533.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -407877.750000 Penalty: 820.998413
	Iteration 3F: 3 clusters Score -407877.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -408380.625000 Penalty: 820.998413
	Iteration 4F: 3 clusters Score -408380.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -409029.843750 Penalty: 820.998413
	Iteration 5F: 3 clusters Score -409029.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -409648.437500 Penalty: 820.998413
	Iteration 6F: 3 clusters Score -409648.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -410055.031250 Penalty: 820.998413
	Iteration 7Q: 3 clusters Score -410055 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -410301.156250 Penalty: 820.998413
	Iteration 8Q: 3 clusters Score -410301.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -410453.406250 Penalty: 820.998413
	Iteration 9Q: 3 clusters Score -410453.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -410525.812500 Penalty: 820.998413
	Iteration 10Q: 3 clusters Score -410525.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -410572.500000 Penalty: 820.998413
	Iteration 11Q: 3 clusters Score -410572.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -410597.906250 Penalty: 820.998413
	Iteration 12Q: 3 clusters Score -410597.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -410610.406250 Penalty: 820.998413
	Iteration 13Q: 3 clusters Score -410610.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -410616.406250 Penalty: 820.998413
	Iteration 14Q: 3 clusters Score -410616.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -410618.750000 Penalty: 820.998413
	Iteration 15Q: 3 clusters Score -410618.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -410621.687500 Penalty: 820.998413
	Iteration 16Q: 3 clusters Score -410621.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -410625.906250 Penalty: 820.998413
	Iteration 17Q: 3 clusters Score -410625.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -410628.218750 Penalty: 820.998413
	Iteration 18Q: 3 clusters Score -410628.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -410629.343750 Penalty: 820.998413
	Iteration 19Q: 3 clusters Score -410629.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -410629.937500 Penalty: 820.998413
	Iteration 20F: 3 clusters Score -410629.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -54566.144531 Penalty: 314.439178
	Iteration 0F: 2 clusters Score -54566.14 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 476 members 
Entering Unmasked Estep 
Score: -53757.312500 Penalty: 628.878357
	Iteration 0F: 3 clusters Score -53757.31 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -53984.578125 Penalty: 628.878357
	Iteration 1F: 3 clusters Score -53984.58 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -54033.484375 Penalty: 628.878357
	Iteration 2F: 3 clusters Score -54033.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54071.398438 Penalty: 628.878357
	Iteration 3F: 3 clusters Score -54071.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -54101.460938 Penalty: 628.878357
	Iteration 4Q: 3 clusters Score -54101.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -54126.027344 Penalty: 628.878357
	Iteration 5Q: 3 clusters Score -54126.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54150.320312 Penalty: 628.878357
	Iteration 6Q: 3 clusters Score -54150.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54169.187500 Penalty: 628.878357
	Iteration 7Q: 3 clusters Score -54169.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54183.136719 Penalty: 628.878357
	Iteration 8Q: 3 clusters Score -54183.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54197.953125 Penalty: 628.878357
	Iteration 9Q: 3 clusters Score -54197.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54207.910156 Penalty: 628.878357
	Iteration 10Q: 3 clusters Score -54207.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54218.390625 Penalty: 628.878357
	Iteration 11Q: 3 clusters Score -54218.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54229.820312 Penalty: 628.878357
	Iteration 12Q: 3 clusters Score -54229.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -54237.648438 Penalty: 628.878357
	Iteration 13Q: 3 clusters Score -54237.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54244.582031 Penalty: 628.878357
	Iteration 14Q: 3 clusters Score -54244.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -54254.312500 Penalty: 628.878357
	Iteration 15Q: 3 clusters Score -54254.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -54267.386719 Penalty: 628.878357
	Iteration 16Q: 3 clusters Score -54267.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -54273.753906 Penalty: 628.878357
	Iteration 17Q: 3 clusters Score -54273.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -54278.816406 Penalty: 628.878357
	Iteration 18Q: 3 clusters Score -54278.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -54284.687500 Penalty: 628.878357
	Iteration 19Q: 3 clusters Score -54284.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -54287.000000 Penalty: 628.878357
	Iteration 20F: 3 clusters Score -54287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -54292.828125 Penalty: 628.878357
	Iteration 21Q: 3 clusters Score -54292.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -54295.679688 Penalty: 628.878357
	Iteration 22Q: 3 clusters Score -54295.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -54297.578125 Penalty: 628.878357
	Iteration 23Q: 3 clusters Score -54297.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -54298.316406 Penalty: 628.878357
	Iteration 24Q: 3 clusters Score -54298.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -54298.429688 Penalty: 628.878357
	Iteration 25Q: 3 clusters Score -54298.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -54298.429688 Penalty: 628.878357
	Iteration 26F: 3 clusters Score -54298.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -32694.435547 Penalty: 292.625580
	Iteration 0F: 2 clusters Score -32694.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -32145.187500 Penalty: 585.251160
	Iteration 0F: 3 clusters Score -32145.19 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -32273.773438 Penalty: 585.251160
	Iteration 1F: 3 clusters Score -32273.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -32290.869141 Penalty: 585.251160
	Iteration 2Q: 3 clusters Score -32290.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -32303.996094 Penalty: 585.251160
	Iteration 3Q: 3 clusters Score -32304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -32312.498047 Penalty: 585.251160
	Iteration 4Q: 3 clusters Score -32312.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -32315.648438 Penalty: 585.251160
	Iteration 5Q: 3 clusters Score -32315.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -32318.363281 Penalty: 585.251160
	Iteration 6Q: 3 clusters Score -32318.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -32319.207031 Penalty: 585.251160
	Iteration 7Q: 3 clusters Score -32319.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -32322.384766 Penalty: 585.251160
	Iteration 8Q: 3 clusters Score -32322.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -32323.869141 Penalty: 585.251160
	Iteration 9Q: 3 clusters Score -32323.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32327.638672 Penalty: 585.251160
	Iteration 10Q: 3 clusters Score -32327.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -32333.058594 Penalty: 585.251160
	Iteration 11Q: 3 clusters Score -32333.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -32337.697266 Penalty: 585.251160
	Iteration 12Q: 3 clusters Score -32337.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -32345.193359 Penalty: 585.251160
	Iteration 13Q: 3 clusters Score -32345.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -32351.402344 Penalty: 585.251160
	Iteration 14Q: 3 clusters Score -32351.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -32360.349609 Penalty: 585.251160
	Iteration 15Q: 3 clusters Score -32360.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -32365.277344 Penalty: 585.251160
	Iteration 16Q: 3 clusters Score -32365.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -32366.033203 Penalty: 585.251160
	Iteration 17Q: 3 clusters Score -32366.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -32366.755859 Penalty: 585.251160
	Iteration 18Q: 3 clusters Score -32366.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -32367.384766 Penalty: 585.251160
	Iteration 19Q: 3 clusters Score -32367.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -32368.742188 Penalty: 585.251160
	Iteration 20F: 3 clusters Score -32368.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Entering Unmasked Estep 
Score: -2659031.250000 Penalty: 490.689240
	Iteration 0F: 2 clusters Score -2659031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -2626607.000000 Penalty: 981.378479
	Iteration 0F: 3 clusters Score -2626607 nChanged 23348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -2641235.000000 Penalty: 981.378479
	Iteration 1F: 3 clusters Score -2641235 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -2643232.000000 Penalty: 981.378479
	Iteration 2F: 3 clusters Score -2643232 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -2646234.000000 Penalty: 981.378479
	Iteration 3F: 3 clusters Score -2646234 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -2649942.250000 Penalty: 981.378479
	Iteration 4F: 3 clusters Score -2649942 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -2653339.500000 Penalty: 981.378479
	Iteration 5F: 3 clusters Score -2653340 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -2655741.250000 Penalty: 981.378479
	Iteration 6Q: 3 clusters Score -2655741 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -2657081.000000 Penalty: 981.378479
	Iteration 7Q: 3 clusters Score -2657081 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -2657652.750000 Penalty: 981.378479
	Iteration 8Q: 3 clusters Score -2657653 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -2657899.000000 Penalty: 981.378479
	Iteration 9Q: 3 clusters Score -2657899 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -2658016.750000 Penalty: 981.378479
	Iteration 10Q: 3 clusters Score -2658017 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -2658102.000000 Penalty: 981.378479
	Iteration 11Q: 3 clusters Score -2658102 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -2658159.000000 Penalty: 981.378479
	Iteration 12Q: 3 clusters Score -2658159 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -2658192.750000 Penalty: 981.378479
	Iteration 13Q: 3 clusters Score -2658193 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -2658219.000000 Penalty: 981.378479
	Iteration 14Q: 3 clusters Score -2658219 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -2658238.000000 Penalty: 981.378479
	Iteration 15Q: 3 clusters Score -2658238 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -2658260.000000 Penalty: 981.378479
	Iteration 16Q: 3 clusters Score -2658260 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -2658282.500000 Penalty: 981.378479
	Iteration 17Q: 3 clusters Score -2658282 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -2658299.250000 Penalty: 981.378479
	Iteration 18Q: 3 clusters Score -2658299 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -2658332.750000 Penalty: 981.378479
	Iteration 19Q: 3 clusters Score -2658333 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -2658366.500000 Penalty: 981.378479
	Iteration 20F: 3 clusters Score -2658366 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -2658390.250000 Penalty: 981.378479
	Iteration 21Q: 3 clusters Score -2658390 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -2658412.250000 Penalty: 981.378479
	Iteration 22Q: 3 clusters Score -2658412 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -2658430.750000 Penalty: 981.378479
	Iteration 23Q: 3 clusters Score -2658431 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -2658450.000000 Penalty: 981.378479
	Iteration 24Q: 3 clusters Score -2658450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -2658462.500000 Penalty: 981.378479
	Iteration 25Q: 3 clusters Score -2658462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -2658473.000000 Penalty: 981.378479
	Iteration 26Q: 3 clusters Score -2658473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -2658487.250000 Penalty: 981.378479
	Iteration 27Q: 3 clusters Score -2658487 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -2658515.500000 Penalty: 981.378479
	Iteration 28Q: 3 clusters Score -2658516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -2658520.000000 Penalty: 981.378479
	Iteration 29Q: 3 clusters Score -2658520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -2658537.250000 Penalty: 981.378479
	Iteration 30Q: 3 clusters Score -2658537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -2658544.000000 Penalty: 981.378479
	Iteration 31Q: 3 clusters Score -2658544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -2658552.500000 Penalty: 981.378479
	Iteration 32Q: 3 clusters Score -2658552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -2658564.750000 Penalty: 981.378479
	Iteration 33Q: 3 clusters Score -2658565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -2658569.750000 Penalty: 981.378479
	Iteration 34Q: 3 clusters Score -2658570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -2658571.750000 Penalty: 981.378479
	Iteration 35Q: 3 clusters Score -2658572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -2658584.000000 Penalty: 981.378479
	Iteration 36Q: 3 clusters Score -2658584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -2658593.500000 Penalty: 981.378479
	Iteration 37Q: 3 clusters Score -2658594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -2658594.750000 Penalty: 981.378479
	Iteration 38Q: 3 clusters Score -2658595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -2658604.500000 Penalty: 981.378479
	Iteration 39Q: 3 clusters Score -2658604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -2658603.750000 Penalty: 981.378479
	Iteration 40F: 3 clusters Score -2658604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -2658606.500000 Penalty: 981.378479
	Iteration 41Q: 3 clusters Score -2658606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -2658611.250000 Penalty: 981.378479
	Iteration 42Q: 3 clusters Score -2658611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -2658615.500000 Penalty: 981.378479
	Iteration 43Q: 3 clusters Score -2658616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -2658616.750000 Penalty: 981.378479
	Iteration 44Q: 3 clusters Score -2658617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -2658616.000000 Penalty: 981.378479
	Iteration 45Q: 3 clusters Score -2658616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -2658617.250000 Penalty: 981.378479
	Iteration 46Q: 3 clusters Score -2658617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -2658619.000000 Penalty: 981.378479
	Iteration 47Q: 3 clusters Score -2658619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -2658622.750000 Penalty: 981.378479
	Iteration 48Q: 3 clusters Score -2658623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -2658622.500000 Penalty: 981.378479
	Iteration 49Q: 3 clusters Score -2658622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -2658620.750000 Penalty: 981.378479
	Iteration 50Q: 3 clusters Score -2658621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -2658617.750000 Penalty: 981.378479
	Iteration 51Q: 3 clusters Score -2658618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -2658619.750000 Penalty: 981.378479
	Iteration 52Q: 3 clusters Score -2658620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -2658622.500000 Penalty: 981.378479
	Iteration 53Q: 3 clusters Score -2658622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -2658626.500000 Penalty: 981.378479
	Iteration 54Q: 3 clusters Score -2658626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -2658626.750000 Penalty: 981.378479
	Iteration 55Q: 3 clusters Score -2658627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -2658627.500000 Penalty: 981.378479
	Iteration 56Q: 3 clusters Score -2658628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -2658628.750000 Penalty: 981.378479
	Iteration 57Q: 3 clusters Score -2658629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -2658623.750000 Penalty: 981.378479
	Iteration 58Q: 3 clusters Score -2658624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -2658627.500000 Penalty: 981.378479
	Iteration 59Q: 3 clusters Score -2658628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -2658629.500000 Penalty: 981.378479
	Iteration 60F: 3 clusters Score -2658630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -2658629.750000 Penalty: 981.378479
	Iteration 61Q: 3 clusters Score -2658630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -2658629.250000 Penalty: 981.378479
	Iteration 62Q: 3 clusters Score -2658629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -2658630.000000 Penalty: 981.378479
	Iteration 63Q: 3 clusters Score -2658630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -2658630.750000 Penalty: 981.378479
	Iteration 64Q: 3 clusters Score -2658631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -2658631.250000 Penalty: 981.378479
	Iteration 65Q: 3 clusters Score -2658631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -2658631.000000 Penalty: 981.378479
	Iteration 66Q: 3 clusters Score -2658631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -2658626.250000 Penalty: 981.378479
	Iteration 67Q: 3 clusters Score -2658626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -2658626.750000 Penalty: 981.378479
	Iteration 68Q: 3 clusters Score -2658627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -2658626.750000 Penalty: 981.378479
	Iteration 69F: 3 clusters Score -2658627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Entering Unmasked Estep 
Score: -158817.187500 Penalty: 365.634674
	Iteration 0F: 2 clusters Score -158817.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -156654.453125 Penalty: 731.269348
	Iteration 0F: 3 clusters Score -156654.5 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -157447.625000 Penalty: 731.269348
	Iteration 1F: 3 clusters Score -157447.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -157587.859375 Penalty: 731.269348
	Iteration 2F: 3 clusters Score -157587.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -157750.593750 Penalty: 731.269348
	Iteration 3F: 3 clusters Score -157750.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -157917.234375 Penalty: 731.269348
	Iteration 4F: 3 clusters Score -157917.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -158073.218750 Penalty: 731.269348
	Iteration 5F: 3 clusters Score -158073.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -158224.593750 Penalty: 731.269348
	Iteration 6F: 3 clusters Score -158224.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -158333.203125 Penalty: 731.269348
	Iteration 7Q: 3 clusters Score -158333.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -158443.484375 Penalty: 731.269348
	Iteration 8Q: 3 clusters Score -158443.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -158513.531250 Penalty: 731.269348
	Iteration 9Q: 3 clusters Score -158513.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -158562.796875 Penalty: 731.269348
	Iteration 10Q: 3 clusters Score -158562.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -158601.343750 Penalty: 731.269348
	Iteration 11Q: 3 clusters Score -158601.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -158628.234375 Penalty: 731.269348
	Iteration 12Q: 3 clusters Score -158628.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -158643.171875 Penalty: 731.269348
	Iteration 13Q: 3 clusters Score -158643.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -158662.140625 Penalty: 731.269348
	Iteration 14Q: 3 clusters Score -158662.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -158681.265625 Penalty: 731.269348
	Iteration 15Q: 3 clusters Score -158681.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -158701.593750 Penalty: 731.269348
	Iteration 16Q: 3 clusters Score -158701.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -158728.218750 Penalty: 731.269348
	Iteration 17Q: 3 clusters Score -158728.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -158738.390625 Penalty: 731.269348
	Iteration 18Q: 3 clusters Score -158738.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -158750.703125 Penalty: 731.269348
	Iteration 19Q: 3 clusters Score -158750.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -158753.312500 Penalty: 731.269348
	Iteration 20F: 3 clusters Score -158753.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -158754.656250 Penalty: 731.269348
	Iteration 21Q: 3 clusters Score -158754.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -158755.015625 Penalty: 731.269348
	Iteration 22Q: 3 clusters Score -158755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -158754.953125 Penalty: 731.269348
	Iteration 23Q: 3 clusters Score -158755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -158754.953125 Penalty: 731.269348
	Iteration 24F: 3 clusters Score -158755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -310485.062500 Penalty: 389.977020
	Iteration 0F: 2 clusters Score -310485.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -306908.656250 Penalty: 779.954041
	Iteration 0F: 3 clusters Score -306908.7 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -308263.781250 Penalty: 779.954041
	Iteration 1F: 3 clusters Score -308263.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -308440.718750 Penalty: 779.954041
	Iteration 2F: 3 clusters Score -308440.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -308667.375000 Penalty: 779.954041
	Iteration 3F: 3 clusters Score -308667.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -308935.687500 Penalty: 779.954041
	Iteration 4F: 3 clusters Score -308935.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -309218.531250 Penalty: 779.954041
	Iteration 5F: 3 clusters Score -309218.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -309441.218750 Penalty: 779.954041
	Iteration 6F: 3 clusters Score -309441.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -309602.218750 Penalty: 779.954041
	Iteration 7Q: 3 clusters Score -309602.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -309722.625000 Penalty: 779.954041
	Iteration 8Q: 3 clusters Score -309722.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -309802.031250 Penalty: 779.954041
	Iteration 9Q: 3 clusters Score -309802 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -309869.656250 Penalty: 779.954041
	Iteration 10Q: 3 clusters Score -309869.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -309923.312500 Penalty: 779.954041
	Iteration 11Q: 3 clusters Score -309923.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -309969.687500 Penalty: 779.954041
	Iteration 12Q: 3 clusters Score -309969.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -310005.937500 Penalty: 779.954041
	Iteration 13Q: 3 clusters Score -310005.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -310043.968750 Penalty: 779.954041
	Iteration 14Q: 3 clusters Score -310044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -310072.312500 Penalty: 779.954041
	Iteration 15Q: 3 clusters Score -310072.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -310093.812500 Penalty: 779.954041
	Iteration 16Q: 3 clusters Score -310093.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -310112.406250 Penalty: 779.954041
	Iteration 17Q: 3 clusters Score -310112.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -310124.687500 Penalty: 779.954041
	Iteration 18Q: 3 clusters Score -310124.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -310134.468750 Penalty: 779.954041
	Iteration 19Q: 3 clusters Score -310134.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -310138.593750 Penalty: 779.954041
	Iteration 20F: 3 clusters Score -310138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -310139.062500 Penalty: 779.954041
	Iteration 21Q: 3 clusters Score -310139.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -310139.062500 Penalty: 779.954041
	Iteration 22F: 3 clusters Score -310139.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -6224.447266 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -6224.447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6083.303711 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -6083.304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6285.936523 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -6285.937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6367.110352 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -6367.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6508.256348 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -6508.256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6508.256348 Penalty: 458.362671
	Iteration 4F: 3 clusters Score -6508.256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1003 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 48261 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 34 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48346 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 289266 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1623 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 110404 members 
Mstep: Class 26 contains 1186 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 120 members 
Entering Unmasked Estep 
Score: -27471810.000000 Penalty: 19804.750000
Splitting cluster 7 changes total score from -27472000.000000 to -27471810.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -7481.532227 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -7481.532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7234.104492 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -7234.104 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7377.875977 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -7377.876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7410.452148 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -7410.452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7427.207520 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -7427.208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7429.044922 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -7429.045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7429.334961 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -7429.335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7429.334961 Penalty: 485.715973
	Iteration 6F: 3 clusters Score -7429.335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -33995.820312 Penalty: 300.479431
	Iteration 0F: 2 clusters Score -33995.82 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 371 members 
Entering Unmasked Estep 
Score: -33362.582031 Penalty: 600.958862
	Iteration 0F: 3 clusters Score -33362.58 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -33532.824219 Penalty: 600.958862
	Iteration 1F: 3 clusters Score -33532.82 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -33555.222656 Penalty: 600.958862
	Iteration 2F: 3 clusters Score -33555.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -33573.980469 Penalty: 600.958862
	Iteration 3Q: 3 clusters Score -33573.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -33594.121094 Penalty: 600.958862
	Iteration 4Q: 3 clusters Score -33594.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -33602.488281 Penalty: 600.958862
	Iteration 5Q: 3 clusters Score -33602.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -33611.187500 Penalty: 600.958862
	Iteration 6Q: 3 clusters Score -33611.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -33619.054688 Penalty: 600.958862
	Iteration 7Q: 3 clusters Score -33619.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -33630.238281 Penalty: 600.958862
	Iteration 8Q: 3 clusters Score -33630.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -33642.214844 Penalty: 600.958862
	Iteration 9Q: 3 clusters Score -33642.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33654.511719 Penalty: 600.958862
	Iteration 10Q: 3 clusters Score -33654.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33664.031250 Penalty: 600.958862
	Iteration 11Q: 3 clusters Score -33664.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -33670.828125 Penalty: 600.958862
	Iteration 12Q: 3 clusters Score -33670.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -33674.437500 Penalty: 600.958862
	Iteration 13Q: 3 clusters Score -33674.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -33677.882812 Penalty: 600.958862
	Iteration 14Q: 3 clusters Score -33677.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33679.632812 Penalty: 600.958862
	Iteration 15Q: 3 clusters Score -33679.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -33680.121094 Penalty: 600.958862
	Iteration 16Q: 3 clusters Score -33680.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -33681.093750 Penalty: 600.958862
	Iteration 17Q: 3 clusters Score -33681.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -33682.835938 Penalty: 600.958862
	Iteration 18Q: 3 clusters Score -33682.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -33684.187500 Penalty: 600.958862
	Iteration 19Q: 3 clusters Score -33684.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -33684.597656 Penalty: 600.958862
	Iteration 20F: 3 clusters Score -33684.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -33684.757812 Penalty: 600.958862
	Iteration 21Q: 3 clusters Score -33684.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -33684.757812 Penalty: 600.958862
	Iteration 22F: 3 clusters Score -33684.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13227.187500 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -13227.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12881.586914 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -12881.59 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12955.441406 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -12955.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12969.511719 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -12969.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12975.508789 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -12975.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12977.296875 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -12977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12978.377930 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -12978.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12982.958008 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -12982.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12988.899414 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -12988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12990.919922 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -12990.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12992.528320 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -12992.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12998.947266 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -12998.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13000.197266 Penalty: 510.127991
	Iteration 11Q: 3 clusters Score -13000.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13001.600586 Penalty: 510.127991
	Iteration 12Q: 3 clusters Score -13001.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13001.600586 Penalty: 510.127991
	Iteration 13F: 3 clusters Score -13001.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Entering Unmasked Estep 
Score: -2464955.750000 Penalty: 490.769318
	Iteration 0F: 2 clusters Score -2464956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -2432788.250000 Penalty: 981.538635
	Iteration 0F: 3 clusters Score -2432788 nChanged 23172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -2446261.250000 Penalty: 981.538635
	Iteration 1F: 3 clusters Score -2446261 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -2446914.750000 Penalty: 981.538635
	Iteration 2Q: 3 clusters Score -2446915 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -2447856.250000 Penalty: 981.538635
	Iteration 3Q: 3 clusters Score -2447856 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -2449359.750000 Penalty: 981.538635
	Iteration 4F: 3 clusters Score -2449360 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -2451601.250000 Penalty: 981.538635
	Iteration 5F: 3 clusters Score -2451601 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -2454138.750000 Penalty: 981.538635
	Iteration 6F: 3 clusters Score -2454139 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -2455731.750000 Penalty: 981.538635
	Iteration 7F: 3 clusters Score -2455732 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -2456295.500000 Penalty: 981.538635
	Iteration 8Q: 3 clusters Score -2456296 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -2456534.000000 Penalty: 981.538635
	Iteration 9Q: 3 clusters Score -2456534 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -2456677.500000 Penalty: 981.538635
	Iteration 10Q: 3 clusters Score -2456678 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -2456811.750000 Penalty: 981.538635
	Iteration 11Q: 3 clusters Score -2456812 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -2456948.500000 Penalty: 981.538635
	Iteration 12Q: 3 clusters Score -2456948 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -2457130.000000 Penalty: 981.538635
	Iteration 13Q: 3 clusters Score -2457130 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -2457313.000000 Penalty: 981.538635
	Iteration 14Q: 3 clusters Score -2457313 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -2457566.500000 Penalty: 981.538635
	Iteration 15Q: 3 clusters Score -2457566 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -2457897.250000 Penalty: 981.538635
	Iteration 16Q: 3 clusters Score -2457897 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -2458274.500000 Penalty: 981.538635
	Iteration 17Q: 3 clusters Score -2458274 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -2458724.250000 Penalty: 981.538635
	Iteration 18Q: 3 clusters Score -2458724 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -2459219.750000 Penalty: 981.538635
	Iteration 19Q: 3 clusters Score -2459220 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -2459787.500000 Penalty: 981.538635
	Iteration 20F: 3 clusters Score -2459788 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -2460322.000000 Penalty: 981.538635
	Iteration 21Q: 3 clusters Score -2460322 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -2460837.250000 Penalty: 981.538635
	Iteration 22Q: 3 clusters Score -2460837 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -2461340.250000 Penalty: 981.538635
	Iteration 23Q: 3 clusters Score -2461340 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -2461775.500000 Penalty: 981.538635
	Iteration 24Q: 3 clusters Score -2461776 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -2462202.750000 Penalty: 981.538635
	Iteration 25Q: 3 clusters Score -2462203 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -2462562.500000 Penalty: 981.538635
	Iteration 26Q: 3 clusters Score -2462562 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -2462894.500000 Penalty: 981.538635
	Iteration 27Q: 3 clusters Score -2462894 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -2463150.750000 Penalty: 981.538635
	Iteration 28Q: 3 clusters Score -2463151 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -2463407.250000 Penalty: 981.538635
	Iteration 29Q: 3 clusters Score -2463407 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -2463649.750000 Penalty: 981.538635
	Iteration 30Q: 3 clusters Score -2463650 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -2463845.750000 Penalty: 981.538635
	Iteration 31Q: 3 clusters Score -2463846 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -2463999.500000 Penalty: 981.538635
	Iteration 32Q: 3 clusters Score -2464000 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -2464146.000000 Penalty: 981.538635
	Iteration 33Q: 3 clusters Score -2464146 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -2464246.000000 Penalty: 981.538635
	Iteration 34Q: 3 clusters Score -2464246 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -2464310.000000 Penalty: 981.538635
	Iteration 35Q: 3 clusters Score -2464310 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -2464352.250000 Penalty: 981.538635
	Iteration 36Q: 3 clusters Score -2464352 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -2464403.000000 Penalty: 981.538635
	Iteration 37Q: 3 clusters Score -2464403 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -2464433.750000 Penalty: 981.538635
	Iteration 38Q: 3 clusters Score -2464434 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -2464464.000000 Penalty: 981.538635
	Iteration 39Q: 3 clusters Score -2464464 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -2464489.250000 Penalty: 981.538635
	Iteration 40F: 3 clusters Score -2464489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -2464504.750000 Penalty: 981.538635
	Iteration 41Q: 3 clusters Score -2464505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -2464531.000000 Penalty: 981.538635
	Iteration 42Q: 3 clusters Score -2464531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -2464537.750000 Penalty: 981.538635
	Iteration 43Q: 3 clusters Score -2464538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -2464542.000000 Penalty: 981.538635
	Iteration 44Q: 3 clusters Score -2464542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -2464548.750000 Penalty: 981.538635
	Iteration 45Q: 3 clusters Score -2464549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -2464557.250000 Penalty: 981.538635
	Iteration 46Q: 3 clusters Score -2464557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -2464563.500000 Penalty: 981.538635
	Iteration 47Q: 3 clusters Score -2464564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -2464564.250000 Penalty: 981.538635
	Iteration 48Q: 3 clusters Score -2464564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -2464574.750000 Penalty: 981.538635
	Iteration 49Q: 3 clusters Score -2464575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -2464574.000000 Penalty: 981.538635
	Iteration 50Q: 3 clusters Score -2464574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -2464576.500000 Penalty: 981.538635
	Iteration 51Q: 3 clusters Score -2464576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -2464575.500000 Penalty: 981.538635
	Iteration 52Q: 3 clusters Score -2464576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -2464578.500000 Penalty: 981.538635
	Iteration 53Q: 3 clusters Score -2464578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -2464575.750000 Penalty: 981.538635
	Iteration 54Q: 3 clusters Score -2464576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -2464579.250000 Penalty: 981.538635
	Iteration 55Q: 3 clusters Score -2464579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -2464578.250000 Penalty: 981.538635
	Iteration 56Q: 3 clusters Score -2464578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -2464585.250000 Penalty: 981.538635
	Iteration 57Q: 3 clusters Score -2464585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -2464583.500000 Penalty: 981.538635
	Iteration 58Q: 3 clusters Score -2464584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -2464585.500000 Penalty: 981.538635
	Iteration 59Q: 3 clusters Score -2464586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -2464585.500000 Penalty: 981.538635
	Iteration 60F: 3 clusters Score -2464586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Entering Unmasked Estep 
Score: -154630.640625 Penalty: 363.632843
	Iteration 0F: 2 clusters Score -154630.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -152577.468750 Penalty: 727.265686
	Iteration 0F: 3 clusters Score -152577.5 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -153298.031250 Penalty: 727.265686
	Iteration 1F: 3 clusters Score -153298 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -153410.562500 Penalty: 727.265686
	Iteration 2F: 3 clusters Score -153410.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -153501.843750 Penalty: 727.265686
	Iteration 3F: 3 clusters Score -153501.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -153588.656250 Penalty: 727.265686
	Iteration 4Q: 3 clusters Score -153588.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -153711.203125 Penalty: 727.265686
	Iteration 5Q: 3 clusters Score -153711.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -153835.687500 Penalty: 727.265686
	Iteration 6F: 3 clusters Score -153835.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -153926.312500 Penalty: 727.265686
	Iteration 7Q: 3 clusters Score -153926.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -153999.875000 Penalty: 727.265686
	Iteration 8Q: 3 clusters Score -153999.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -154045.953125 Penalty: 727.265686
	Iteration 9Q: 3 clusters Score -154046 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -154077.343750 Penalty: 727.265686
	Iteration 10Q: 3 clusters Score -154077.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -154104.187500 Penalty: 727.265686
	Iteration 11Q: 3 clusters Score -154104.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -154131.375000 Penalty: 727.265686
	Iteration 12Q: 3 clusters Score -154131.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -154158.171875 Penalty: 727.265686
	Iteration 13Q: 3 clusters Score -154158.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -154188.500000 Penalty: 727.265686
	Iteration 14Q: 3 clusters Score -154188.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -154213.406250 Penalty: 727.265686
	Iteration 15Q: 3 clusters Score -154213.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -154234.296875 Penalty: 727.265686
	Iteration 16Q: 3 clusters Score -154234.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -154252.640625 Penalty: 727.265686
	Iteration 17Q: 3 clusters Score -154252.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -154270.437500 Penalty: 727.265686
	Iteration 18Q: 3 clusters Score -154270.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -154279.875000 Penalty: 727.265686
	Iteration 19Q: 3 clusters Score -154279.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -154288.296875 Penalty: 727.265686
	Iteration 20F: 3 clusters Score -154288.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -154294.218750 Penalty: 727.265686
	Iteration 21Q: 3 clusters Score -154294.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -154296.984375 Penalty: 727.265686
	Iteration 22Q: 3 clusters Score -154297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -154299.484375 Penalty: 727.265686
	Iteration 23Q: 3 clusters Score -154299.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -154301.765625 Penalty: 727.265686
	Iteration 24Q: 3 clusters Score -154301.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -154302.718750 Penalty: 727.265686
	Iteration 25Q: 3 clusters Score -154302.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -154304.406250 Penalty: 727.265686
	Iteration 26Q: 3 clusters Score -154304.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -154304.921875 Penalty: 727.265686
	Iteration 27Q: 3 clusters Score -154304.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -154305.171875 Penalty: 727.265686
	Iteration 28Q: 3 clusters Score -154305.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -154305.171875 Penalty: 727.265686
	Iteration 29F: 3 clusters Score -154305.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -29200.783203 Penalty: 288.244965
	Iteration 0F: 2 clusters Score -29200.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -28681.542969 Penalty: 576.489929
	Iteration 0F: 3 clusters Score -28681.54 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28850.257812 Penalty: 576.489929
	Iteration 1F: 3 clusters Score -28850.26 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28902.533203 Penalty: 576.489929
	Iteration 2F: 3 clusters Score -28902.53 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28941.082031 Penalty: 576.489929
	Iteration 3F: 3 clusters Score -28941.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28958.162109 Penalty: 576.489929
	Iteration 4Q: 3 clusters Score -28958.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28968.201172 Penalty: 576.489929
	Iteration 5Q: 3 clusters Score -28968.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28975.277344 Penalty: 576.489929
	Iteration 6Q: 3 clusters Score -28975.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28985.699219 Penalty: 576.489929
	Iteration 7Q: 3 clusters Score -28985.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29003.734375 Penalty: 576.489929
	Iteration 8Q: 3 clusters Score -29003.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29009.070312 Penalty: 576.489929
	Iteration 9Q: 3 clusters Score -29009.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29020.593750 Penalty: 576.489929
	Iteration 10Q: 3 clusters Score -29020.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29032.500000 Penalty: 576.489929
	Iteration 11Q: 3 clusters Score -29032.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29045.974609 Penalty: 576.489929
	Iteration 12Q: 3 clusters Score -29045.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29051.826172 Penalty: 576.489929
	Iteration 13Q: 3 clusters Score -29051.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29059.181641 Penalty: 576.489929
	Iteration 14Q: 3 clusters Score -29059.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29065.222656 Penalty: 576.489929
	Iteration 15Q: 3 clusters Score -29065.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29067.849609 Penalty: 576.489929
	Iteration 16Q: 3 clusters Score -29067.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29068.992188 Penalty: 576.489929
	Iteration 17Q: 3 clusters Score -29068.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29068.992188 Penalty: 576.489929
	Iteration 18F: 3 clusters Score -29068.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (289266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289266 members 
Entering Unmasked Estep 
Score: -15341945.000000 Penalty: 572.167114
	Iteration 0F: 2 clusters Score -1.534194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144332 members 
Mstep: Class 2 contains 144934 members 
Entering Unmasked Estep 
Score: -15153552.000000 Penalty: 1144.334229
	Iteration 0F: 3 clusters Score -1.515355e+07 nChanged 143012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125492 members 
Mstep: Class 2 contains 163774 members 
Entering Unmasked Estep 
Score: -15247005.000000 Penalty: 1144.334229
	Iteration 1F: 3 clusters Score -1.5247e+07 nChanged 15858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114150 members 
Mstep: Class 2 contains 175116 members 
Entering Unmasked Estep 
Score: -15256053.000000 Penalty: 1144.334229
	Iteration 2F: 3 clusters Score -1.525605e+07 nChanged 18746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99896 members 
Mstep: Class 2 contains 189370 members 
Entering Unmasked Estep 
Score: -15270671.000000 Penalty: 1144.334229
	Iteration 3F: 3 clusters Score -1.527067e+07 nChanged 19442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 203450 members 
Entering Unmasked Estep 
Score: -15288012.000000 Penalty: 1144.334229
	Iteration 4F: 3 clusters Score -1.528801e+07 nChanged 17090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74502 members 
Mstep: Class 2 contains 214764 members 
Entering Unmasked Estep 
Score: -15301436.000000 Penalty: 1144.334229
	Iteration 5F: 3 clusters Score -1.530144e+07 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 223421 members 
Entering Unmasked Estep 
Score: -15308160.000000 Penalty: 1144.334229
	Iteration 6Q: 3 clusters Score -1.530816e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 231091 members 
Entering Unmasked Estep 
Score: -15311694.000000 Penalty: 1144.334229
	Iteration 7Q: 3 clusters Score -1.531169e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 238500 members 
Entering Unmasked Estep 
Score: -15314893.000000 Penalty: 1144.334229
	Iteration 8Q: 3 clusters Score -1.531489e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 245748 members 
Entering Unmasked Estep 
Score: -15318061.000000 Penalty: 1144.334229
	Iteration 9Q: 3 clusters Score -1.531806e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 252753 members 
Entering Unmasked Estep 
Score: -15321325.000000 Penalty: 1144.334229
	Iteration 10Q: 3 clusters Score -1.532132e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 259408 members 
Entering Unmasked Estep 
Score: -15324557.000000 Penalty: 1144.334229
	Iteration 11Q: 3 clusters Score -1.532456e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 265434 members 
Entering Unmasked Estep 
Score: -15327925.000000 Penalty: 1144.334229
	Iteration 12Q: 3 clusters Score -1.532792e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 270517 members 
Entering Unmasked Estep 
Score: -15331895.000000 Penalty: 1144.334229
	Iteration 13Q: 3 clusters Score -1.53319e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 274571 members 
Entering Unmasked Estep 
Score: -15334646.000000 Penalty: 1144.334229
	Iteration 14Q: 3 clusters Score -1.533465e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 277861 members 
Entering Unmasked Estep 
Score: -15336443.000000 Penalty: 1144.334229
	Iteration 15Q: 3 clusters Score -1.533644e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 280516 members 
Entering Unmasked Estep 
Score: -15337950.000000 Penalty: 1144.334229
	Iteration 16Q: 3 clusters Score -1.533795e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 282610 members 
Entering Unmasked Estep 
Score: -15338925.000000 Penalty: 1144.334229
	Iteration 17Q: 3 clusters Score -1.533892e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 284211 members 
Entering Unmasked Estep 
Score: -15339549.000000 Penalty: 1144.334229
	Iteration 18Q: 3 clusters Score -1.533955e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 285459 members 
Entering Unmasked Estep 
Score: -15339995.000000 Penalty: 1144.334229
	Iteration 19Q: 3 clusters Score -1.534e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 286469 members 
Entering Unmasked Estep 
Score: -15340422.000000 Penalty: 1144.334229
	Iteration 20F: 3 clusters Score -1.534042e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 287305 members 
Entering Unmasked Estep 
Score: -15340748.000000 Penalty: 1144.334229
	Iteration 21Q: 3 clusters Score -1.534075e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 287953 members 
Entering Unmasked Estep 
Score: -15340972.000000 Penalty: 1144.334229
	Iteration 22Q: 3 clusters Score -1.534097e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 288369 members 
Entering Unmasked Estep 
Score: -15341152.000000 Penalty: 1144.334229
	Iteration 23Q: 3 clusters Score -1.534115e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 288621 members 
Entering Unmasked Estep 
Score: -15341310.000000 Penalty: 1144.334229
	Iteration 24Q: 3 clusters Score -1.534131e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 288799 members 
Entering Unmasked Estep 
Score: -15341376.000000 Penalty: 1144.334229
	Iteration 25Q: 3 clusters Score -1.534138e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 288906 members 
Entering Unmasked Estep 
Score: -15341394.000000 Penalty: 1144.334229
	Iteration 26Q: 3 clusters Score -1.534139e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 288964 members 
Entering Unmasked Estep 
Score: -15341443.000000 Penalty: 1144.334229
	Iteration 27Q: 3 clusters Score -1.534144e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 288995 members 
Entering Unmasked Estep 
Score: -15341462.000000 Penalty: 1144.334229
	Iteration 28Q: 3 clusters Score -1.534146e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 289011 members 
Entering Unmasked Estep 
Score: -15341453.000000 Penalty: 1144.334229
	Iteration 29Q: 3 clusters Score -1.534145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 289022 members 
Entering Unmasked Estep 
Score: -15341472.000000 Penalty: 1144.334229
	Iteration 30Q: 3 clusters Score -1.534147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 289026 members 
Entering Unmasked Estep 
Score: -15341476.000000 Penalty: 1144.334229
	Iteration 31Q: 3 clusters Score -1.534148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 289028 members 
Entering Unmasked Estep 
Score: -15341471.000000 Penalty: 1144.334229
	Iteration 32Q: 3 clusters Score -1.534147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 289033 members 
Entering Unmasked Estep 
Score: -15341477.000000 Penalty: 1144.334229
	Iteration 33Q: 3 clusters Score -1.534148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 289039 members 
Entering Unmasked Estep 
Score: -15341488.000000 Penalty: 1144.334229
	Iteration 34Q: 3 clusters Score -1.534149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 289043 members 
Entering Unmasked Estep 
Score: -15341493.000000 Penalty: 1144.334229
	Iteration 35Q: 3 clusters Score -1.534149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 289042 members 
Entering Unmasked Estep 
Score: -15341491.000000 Penalty: 1144.334229
	Iteration 36Q: 3 clusters Score -1.534149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 289042 members 
Entering Unmasked Estep 
Score: -15341477.000000 Penalty: 1144.334229
	Iteration 37Q: 3 clusters Score -1.534148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 289042 members 
Entering Unmasked Estep 
Score: -15341487.000000 Penalty: 1144.334229
	Iteration 38Q: 3 clusters Score -1.534149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 289043 members 
Entering Unmasked Estep 
Score: -15341487.000000 Penalty: 1144.334229
	Iteration 39Q: 3 clusters Score -1.534149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 289047 members 
Entering Unmasked Estep 
Score: -15341478.000000 Penalty: 1144.334229
	Iteration 40F: 3 clusters Score -1.534148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 289049 members 
Entering Unmasked Estep 
Score: -15341480.000000 Penalty: 1144.334229
	Iteration 41Q: 3 clusters Score -1.534148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 289053 members 
Entering Unmasked Estep 
Score: -15341482.000000 Penalty: 1144.334229
	Iteration 42Q: 3 clusters Score -1.534148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 289053 members 
Entering Unmasked Estep 
Score: -15341499.000000 Penalty: 1144.334229
	Iteration 43Q: 3 clusters Score -1.53415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 289056 members 
Entering Unmasked Estep 
Score: -15341491.000000 Penalty: 1144.334229
	Iteration 44Q: 3 clusters Score -1.534149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 289060 members 
Entering Unmasked Estep 
Score: -15341510.000000 Penalty: 1144.334229
	Iteration 45Q: 3 clusters Score -1.534151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 289063 members 
Entering Unmasked Estep 
Score: -15341511.000000 Penalty: 1144.334229
	Iteration 46Q: 3 clusters Score -1.534151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 289062 members 
Entering Unmasked Estep 
Score: -15341504.000000 Penalty: 1144.334229
	Iteration 47Q: 3 clusters Score -1.53415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 289061 members 
Entering Unmasked Estep 
Score: -15341513.000000 Penalty: 1144.334229
	Iteration 48Q: 3 clusters Score -1.534151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 289060 members 
Entering Unmasked Estep 
Score: -15341510.000000 Penalty: 1144.334229
	Iteration 49Q: 3 clusters Score -1.534151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 289058 members 
Entering Unmasked Estep 
Score: -15341515.000000 Penalty: 1144.334229
	Iteration 50Q: 3 clusters Score -1.534152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 289057 members 
Entering Unmasked Estep 
Score: -15341509.000000 Penalty: 1144.334229
	Iteration 51Q: 3 clusters Score -1.534151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 289057 members 
Entering Unmasked Estep 
Score: -15341509.000000 Penalty: 1144.334229
	Iteration 52F: 3 clusters Score -1.534151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -15234.957031 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -15234.96 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 167 members 
Entering Unmasked Estep 
Score: -14893.794922 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -14893.79 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15048.160156 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -15048.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15085.744141 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -15085.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15109.707031 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -15109.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15116.756836 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -15116.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15124.304688 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -15124.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -15130.098633 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -15130.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15135.078125 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -15135.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15142.007812 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -15142.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15147.975586 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -15147.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -15154.419922 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -15154.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15156.074219 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -15156.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -15158.580078 Penalty: 532.550415
	Iteration 12Q: 3 clusters Score -15158.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15159.940430 Penalty: 532.550415
	Iteration 13Q: 3 clusters Score -15159.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15160.815430 Penalty: 532.550415
	Iteration 14Q: 3 clusters Score -15160.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -15161.348633 Penalty: 532.550415
	Iteration 15Q: 3 clusters Score -15161.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -15161.348633 Penalty: 532.550415
	Iteration 16F: 3 clusters Score -15161.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -12426.541992 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -12426.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12089.112305 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -12089.11 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12139.031250 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -12139.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12152.115234 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -12152.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12160.989258 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -12160.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12163.494141 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -12163.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12163.494141 Penalty: 503.538452
	Iteration 5F: 3 clusters Score -12163.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Entering Unmasked Estep 
Score: -204607.953125 Penalty: 377.910767
	Iteration 0F: 2 clusters Score -204608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -201836.703125 Penalty: 755.821533
	Iteration 0F: 3 clusters Score -201836.7 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -202822.390625 Penalty: 755.821533
	Iteration 1F: 3 clusters Score -202822.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -202945.500000 Penalty: 755.821533
	Iteration 2F: 3 clusters Score -202945.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -203093.031250 Penalty: 755.821533
	Iteration 3F: 3 clusters Score -203093 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -203230.343750 Penalty: 755.821533
	Iteration 4F: 3 clusters Score -203230.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -203394.437500 Penalty: 755.821533
	Iteration 5F: 3 clusters Score -203394.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -203556.640625 Penalty: 755.821533
	Iteration 6F: 3 clusters Score -203556.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -203689.453125 Penalty: 755.821533
	Iteration 7F: 3 clusters Score -203689.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -203797.703125 Penalty: 755.821533
	Iteration 8Q: 3 clusters Score -203797.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -203909.515625 Penalty: 755.821533
	Iteration 9Q: 3 clusters Score -203909.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -204000.218750 Penalty: 755.821533
	Iteration 10Q: 3 clusters Score -204000.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -204075.484375 Penalty: 755.821533
	Iteration 11Q: 3 clusters Score -204075.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -204129.015625 Penalty: 755.821533
	Iteration 12Q: 3 clusters Score -204129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -204161.593750 Penalty: 755.821533
	Iteration 13Q: 3 clusters Score -204161.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -204185.437500 Penalty: 755.821533
	Iteration 14Q: 3 clusters Score -204185.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -204206.828125 Penalty: 755.821533
	Iteration 15Q: 3 clusters Score -204206.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -204224.375000 Penalty: 755.821533
	Iteration 16Q: 3 clusters Score -204224.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -204239.078125 Penalty: 755.821533
	Iteration 17Q: 3 clusters Score -204239.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -204247.796875 Penalty: 755.821533
	Iteration 18Q: 3 clusters Score -204247.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -204254.156250 Penalty: 755.821533
	Iteration 19Q: 3 clusters Score -204254.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -204258.796875 Penalty: 755.821533
	Iteration 20F: 3 clusters Score -204258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -204263.500000 Penalty: 755.821533
	Iteration 21Q: 3 clusters Score -204263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -204265.250000 Penalty: 755.821533
	Iteration 22Q: 3 clusters Score -204265.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -204266.453125 Penalty: 755.821533
	Iteration 23Q: 3 clusters Score -204266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -204268.312500 Penalty: 755.821533
	Iteration 24Q: 3 clusters Score -204268.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -204270.390625 Penalty: 755.821533
	Iteration 25Q: 3 clusters Score -204270.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -204270.390625 Penalty: 755.821533
	Iteration 26F: 3 clusters Score -204270.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -24769.955078 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -24769.96 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 269 members 
Entering Unmasked Estep 
Score: -24249.007812 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -24249.01 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24376.921875 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -24376.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24399.769531 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -24399.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24410.203125 Penalty: 569.621948
	Iteration 3Q: 3 clusters Score -24410.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24417.718750 Penalty: 569.621948
	Iteration 4Q: 3 clusters Score -24417.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24425.541016 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -24425.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24430.888672 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -24430.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24436.777344 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -24436.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24440.527344 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -24440.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24443.029297 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -24443.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24445.460938 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -24445.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24447.093750 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -24447.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24447.501953 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -24447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24447.662109 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -24447.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24447.708984 Penalty: 569.621948
	Iteration 14Q: 3 clusters Score -24447.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24447.708984 Penalty: 569.621948
	Iteration 15F: 3 clusters Score -24447.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -44166.156250 Penalty: 313.891510
	Iteration 0F: 2 clusters Score -44166.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -43349.414062 Penalty: 627.783020
	Iteration 0F: 3 clusters Score -43349.41 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -43608.445312 Penalty: 627.783020
	Iteration 1F: 3 clusters Score -43608.45 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -43684.285156 Penalty: 627.783020
	Iteration 2F: 3 clusters Score -43684.29 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -43794.437500 Penalty: 627.783020
	Iteration 3F: 3 clusters Score -43794.44 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -43900.128906 Penalty: 627.783020
	Iteration 4F: 3 clusters Score -43900.13 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -43962.878906 Penalty: 627.783020
	Iteration 5F: 3 clusters Score -43962.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -44009.972656 Penalty: 627.783020
	Iteration 6Q: 3 clusters Score -44009.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -44047.414062 Penalty: 627.783020
	Iteration 7Q: 3 clusters Score -44047.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -44089.484375 Penalty: 627.783020
	Iteration 8Q: 3 clusters Score -44089.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -44124.296875 Penalty: 627.783020
	Iteration 9Q: 3 clusters Score -44124.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -44138.832031 Penalty: 627.783020
	Iteration 10Q: 3 clusters Score -44138.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -44142.296875 Penalty: 627.783020
	Iteration 11Q: 3 clusters Score -44142.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -44145.675781 Penalty: 627.783020
	Iteration 12Q: 3 clusters Score -44145.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -44146.988281 Penalty: 627.783020
	Iteration 13Q: 3 clusters Score -44146.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -44147.753906 Penalty: 627.783020
	Iteration 14Q: 3 clusters Score -44147.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -44147.753906 Penalty: 627.783020
	Iteration 15F: 3 clusters Score -44147.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -88637.304688 Penalty: 336.337433
	Iteration 0F: 2 clusters Score -88637.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -87475.750000 Penalty: 672.674866
	Iteration 0F: 3 clusters Score -87475.75 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -87896.359375 Penalty: 672.674866
	Iteration 1F: 3 clusters Score -87896.36 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -88024.648438 Penalty: 672.674866
	Iteration 2F: 3 clusters Score -88024.65 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -88109.992188 Penalty: 672.674866
	Iteration 3F: 3 clusters Score -88109.99 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -88193.570312 Penalty: 672.674866
	Iteration 4F: 3 clusters Score -88193.57 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -88244.781250 Penalty: 672.674866
	Iteration 5Q: 3 clusters Score -88244.78 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -88284.328125 Penalty: 672.674866
	Iteration 6Q: 3 clusters Score -88284.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -88315.789062 Penalty: 672.674866
	Iteration 7Q: 3 clusters Score -88315.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -88349.851562 Penalty: 672.674866
	Iteration 8Q: 3 clusters Score -88349.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88373.101562 Penalty: 672.674866
	Iteration 9Q: 3 clusters Score -88373.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -88391.101562 Penalty: 672.674866
	Iteration 10Q: 3 clusters Score -88391.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88402.343750 Penalty: 672.674866
	Iteration 11Q: 3 clusters Score -88402.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88415.523438 Penalty: 672.674866
	Iteration 12Q: 3 clusters Score -88415.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -88423.093750 Penalty: 672.674866
	Iteration 13Q: 3 clusters Score -88423.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -88435.781250 Penalty: 672.674866
	Iteration 14Q: 3 clusters Score -88435.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88443.851562 Penalty: 672.674866
	Iteration 15Q: 3 clusters Score -88443.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88451.000000 Penalty: 672.674866
	Iteration 16Q: 3 clusters Score -88451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88456.546875 Penalty: 672.674866
	Iteration 17Q: 3 clusters Score -88456.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88460.304688 Penalty: 672.674866
	Iteration 18Q: 3 clusters Score -88460.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88460.843750 Penalty: 672.674866
	Iteration 19Q: 3 clusters Score -88460.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88461.117188 Penalty: 672.674866
	Iteration 20F: 3 clusters Score -88461.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -88461.476562 Penalty: 672.674866
	Iteration 21Q: 3 clusters Score -88461.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -88461.476562 Penalty: 672.674866
	Iteration 22F: 3 clusters Score -88461.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -15464.037109 Penalty: 267.053009
	Iteration 0F: 2 clusters Score -15464.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15090.778320 Penalty: 534.106018
	Iteration 0F: 3 clusters Score -15090.78 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15215.237305 Penalty: 534.106018
	Iteration 1F: 3 clusters Score -15215.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15276.540039 Penalty: 534.106018
	Iteration 2F: 3 clusters Score -15276.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15321.186523 Penalty: 534.106018
	Iteration 3F: 3 clusters Score -15321.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15354.836914 Penalty: 534.106018
	Iteration 4Q: 3 clusters Score -15354.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15381.475586 Penalty: 534.106018
	Iteration 5Q: 3 clusters Score -15381.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15397.600586 Penalty: 534.106018
	Iteration 6Q: 3 clusters Score -15397.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15424.989258 Penalty: 534.106018
	Iteration 7Q: 3 clusters Score -15424.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15468.943359 Penalty: 534.106018
	Iteration 8Q: 3 clusters Score -15468.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15484.088867 Penalty: 534.106018
	Iteration 9Q: 3 clusters Score -15484.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15488.560547 Penalty: 534.106018
	Iteration 10Q: 3 clusters Score -15488.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15489.584961 Penalty: 534.106018
	Iteration 11Q: 3 clusters Score -15489.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15489.584961 Penalty: 534.106018
	Iteration 12F: 3 clusters Score -15489.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1003 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 48261 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48346 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 289266 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1623 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 110404 members 
Mstep: Class 26 contains 1186 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 167 members 
Entering Unmasked Estep 
Score: -27471582.000000 Penalty: 19804.750000
Splitting cluster 21 changes total score from -27472000.000000 to -27471582.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -5895.251953 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -5895.252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5687.145996 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -5687.146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5726.354980 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -5726.355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5738.172852 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -5738.173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5741.700684 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -5741.701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5742.740723 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -5742.741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5752.177734 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -5752.178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5756.812500 Penalty: 439.376556
	Iteration 6Q: 3 clusters Score -5756.812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5757.465820 Penalty: 439.376556
	Iteration 7Q: 3 clusters Score -5757.466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5757.465820 Penalty: 439.376556
	Iteration 8F: 3 clusters Score -5757.466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -26039.595703 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -26039.6 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 299 members 
Entering Unmasked Estep 
Score: -25525.115234 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -25525.12 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25693.912109 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -25693.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -25754.025391 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -25754.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -25773.687500 Penalty: 569.969238
	Iteration 3Q: 3 clusters Score -25773.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -25787.503906 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -25787.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -25797.314453 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -25797.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -25799.107422 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -25799.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -25802.570312 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -25802.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -25804.986328 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -25804.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -25806.779297 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -25806.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -25809.621094 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -25809.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -25815.833984 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -25815.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -25820.414062 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -25820.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -25826.847656 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -25826.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -25831.632812 Penalty: 569.969238
	Iteration 14Q: 3 clusters Score -25831.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -25832.974609 Penalty: 569.969238
	Iteration 15Q: 3 clusters Score -25832.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -25836.660156 Penalty: 569.969238
	Iteration 16Q: 3 clusters Score -25836.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -25837.062500 Penalty: 569.969238
	Iteration 17Q: 3 clusters Score -25837.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -25837.253906 Penalty: 569.969238
	Iteration 18Q: 3 clusters Score -25837.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -25840.769531 Penalty: 569.969238
	Iteration 19Q: 3 clusters Score -25840.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -25848.460938 Penalty: 569.969238
	Iteration 20F: 3 clusters Score -25848.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -25851.419922 Penalty: 569.969238
	Iteration 21Q: 3 clusters Score -25851.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -25851.888672 Penalty: 569.969238
	Iteration 22Q: 3 clusters Score -25851.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -25851.888672 Penalty: 569.969238
	Iteration 23F: 3 clusters Score -25851.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -24112.585938 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -24112.59 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 223 members 
Entering Unmasked Estep 
Score: -23706.738281 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -23706.74 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23977.759766 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -23977.76 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24059.357422 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -24059.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24085.048828 Penalty: 558.139221
	Iteration 3Q: 3 clusters Score -24085.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24089.587891 Penalty: 558.139221
	Iteration 4Q: 3 clusters Score -24089.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24090.828125 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -24090.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24091.757812 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -24091.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24091.757812 Penalty: 558.139221
	Iteration 7F: 3 clusters Score -24091.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (110404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110404 members 
Entering Unmasked Estep 
Score: -5958964.000000 Penalty: 528.341492
	Iteration 0F: 2 clusters Score -5958964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -5884097.000000 Penalty: 1056.682983
	Iteration 0F: 3 clusters Score -5884097 nChanged 54190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -5918480.000000 Penalty: 1056.682983
	Iteration 1F: 3 clusters Score -5918480 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -5921483.500000 Penalty: 1056.682983
	Iteration 2F: 3 clusters Score -5921484 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -5925886.000000 Penalty: 1056.682983
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5937942 nChanged 7040
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Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5943058 nChanged 5546
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Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5945992 nChanged 3651
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Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5947338 nChanged 2441
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Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5948110 nChanged 1987
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Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5949326 nChanged 1639
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Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5949830 nChanged 1526
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Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5950182 nChanged 1341
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Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5950546 nChanged 1239
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Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5950842 nChanged 1129
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Mstep: Class 1 contains 45768 members 
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Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5951086 nChanged 994
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5951495 nChanged 905
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Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5951648 nChanged 867
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Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 67838 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5951804 nChanged 847
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Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5951899 nChanged 832
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Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5951994 nChanged 857
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Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 70324 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5952111 nChanged 872
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Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 71196 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5952227 nChanged 843
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Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 72039 members 
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	Iteration 25Q: 3 clusters Score -5952360 nChanged 908
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Mstep: Class 1 contains 37457 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5952666 nChanged 915
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Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5952826 nChanged 938
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Mstep: Class 2 contains 75730 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5952944 nChanged 939
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Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 76669 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5953122 nChanged 920
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31094 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 85145 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24463 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22970 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20641 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19916 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19129 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16905 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 94199 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5956181 nChanged 679
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Mstep: Class 1 contains 15526 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5956317 nChanged 690
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Mstep: Class 1 contains 14836 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14168 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 96889 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5956739 nChanged 650
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Mstep: Class 1 contains 12865 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 98134 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5957014 nChanged 585
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Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 98719 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 99235 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5957212 nChanged 464
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Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 99699 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5957322 nChanged 455
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 100154 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5957424 nChanged 391
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Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 100545 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5957511 nChanged 383
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Mstep: Class 1 contains 9476 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5957601 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 101276 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5957658 nChanged 336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 101612 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5957697 nChanged 305
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Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 101917 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5957762 nChanged 241
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Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 102158 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 102385 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 102613 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5957880 nChanged 195
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Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 102808 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5957898 nChanged 189
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Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 102997 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5957926 nChanged 184
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Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 103181 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5957967 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5957998 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 103587 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5958008 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 103784 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5958050 nChanged 189
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Mstep: Class 1 contains 6431 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5958104 nChanged 154
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Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 104299 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5958134 nChanged 164
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Mstep: Class 1 contains 5941 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5958146 nChanged 149
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5958188 nChanged 121
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Mstep: Class 1 contains 5531 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5958221 nChanged 105
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Mstep: Class 1 contains 5426 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 105060 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5958240 nChanged 84
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5958230 nChanged 71
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	Iteration 87Q: 3 clusters Score -5958230 nChanged 60
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Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 105338 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5958218 nChanged 61
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Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 105399 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5958226 nChanged 55
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Mstep: Class 1 contains 4888 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5958230 nChanged 46
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Mstep: Class 1 contains 4842 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5958226 nChanged 44
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Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 105606 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5958232 nChanged 39
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Entering Unmasked Estep 
Score: -5958240.000000 Penalty: 1056.682983
	Iteration 95Q: 3 clusters Score -5958240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 105670 members 
Entering Unmasked Estep 
Score: -5958234.500000 Penalty: 1056.682983
	Iteration 96Q: 3 clusters Score -5958234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 105697 members 
Entering Unmasked Estep 
Score: -5958233.000000 Penalty: 1056.682983
	Iteration 97Q: 3 clusters Score -5958233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -5958232.500000 Penalty: 1056.682983
	Iteration 98Q: 3 clusters Score -5958232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 105751 members 
Entering Unmasked Estep 
Score: -5958234.000000 Penalty: 1056.682983
	Iteration 99Q: 3 clusters Score -5958234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 105781 members 
Entering Unmasked Estep 
Score: -5958230.000000 Penalty: 1056.682983
	Iteration 100F: 3 clusters Score -5958230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 105811 members 
Entering Unmasked Estep 
Score: -5958239.500000 Penalty: 1056.682983
	Iteration 101Q: 3 clusters Score -5958240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 105846 members 
Entering Unmasked Estep 
Score: -5958241.000000 Penalty: 1056.682983
	Iteration 102Q: 3 clusters Score -5958241 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -5958258.500000 Penalty: 1056.682983
	Iteration 103Q: 3 clusters Score -5958258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 105933 members 
Entering Unmasked Estep 
Score: -5958269.000000 Penalty: 1056.682983
	Iteration 104Q: 3 clusters Score -5958269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 105972 members 
Entering Unmasked Estep 
Score: -5958269.500000 Penalty: 1056.682983
	Iteration 105Q: 3 clusters Score -5958270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 106015 members 
Entering Unmasked Estep 
Score: -5958286.000000 Penalty: 1056.682983
	Iteration 106Q: 3 clusters Score -5958286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 106051 members 
Entering Unmasked Estep 
Score: -5958289.500000 Penalty: 1056.682983
	Iteration 107Q: 3 clusters Score -5958290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 106075 members 
Entering Unmasked Estep 
Score: -5958296.500000 Penalty: 1056.682983
	Iteration 108Q: 3 clusters Score -5958296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 106104 members 
Entering Unmasked Estep 
Score: -5958285.500000 Penalty: 1056.682983
	Iteration 109Q: 3 clusters Score -5958286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 106135 members 
Entering Unmasked Estep 
Score: -5958275.000000 Penalty: 1056.682983
	Iteration 110Q: 3 clusters Score -5958275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 106172 members 
Entering Unmasked Estep 
Score: -5958283.500000 Penalty: 1056.682983
	Iteration 111Q: 3 clusters Score -5958284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 106205 members 
Entering Unmasked Estep 
Score: -5958290.000000 Penalty: 1056.682983
	Iteration 112Q: 3 clusters Score -5958290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 106233 members 
Entering Unmasked Estep 
Score: -5958302.500000 Penalty: 1056.682983
	Iteration 113Q: 3 clusters Score -5958302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 106259 members 
Entering Unmasked Estep 
Score: -5958298.000000 Penalty: 1056.682983
	Iteration 114Q: 3 clusters Score -5958298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 106289 members 
Entering Unmasked Estep 
Score: -5958309.000000 Penalty: 1056.682983
	Iteration 115Q: 3 clusters Score -5958309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 106314 members 
Entering Unmasked Estep 
Score: -5958316.000000 Penalty: 1056.682983
	Iteration 116Q: 3 clusters Score -5958316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 106346 members 
Entering Unmasked Estep 
Score: -5958326.500000 Penalty: 1056.682983
	Iteration 117Q: 3 clusters Score -5958326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 106376 members 
Entering Unmasked Estep 
Score: -5958330.000000 Penalty: 1056.682983
	Iteration 118Q: 3 clusters Score -5958330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 106404 members 
Entering Unmasked Estep 
Score: -5958329.500000 Penalty: 1056.682983
	Iteration 119Q: 3 clusters Score -5958330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 106435 members 
Entering Unmasked Estep 
Score: -5958334.500000 Penalty: 1056.682983
	Iteration 120F: 3 clusters Score -5958334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -5958343.500000 Penalty: 1056.682983
	Iteration 121Q: 3 clusters Score -5958344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 106505 members 
Entering Unmasked Estep 
Score: -5958347.000000 Penalty: 1056.682983
	Iteration 122Q: 3 clusters Score -5958347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 106540 members 
Entering Unmasked Estep 
Score: -5958353.000000 Penalty: 1056.682983
	Iteration 123Q: 3 clusters Score -5958353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 106575 members 
Entering Unmasked Estep 
Score: -5958356.500000 Penalty: 1056.682983
	Iteration 124Q: 3 clusters Score -5958356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 106600 members 
Entering Unmasked Estep 
Score: -5958351.500000 Penalty: 1056.682983
	Iteration 125Q: 3 clusters Score -5958352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 106631 members 
Entering Unmasked Estep 
Score: -5958359.000000 Penalty: 1056.682983
	Iteration 126Q: 3 clusters Score -5958359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 106655 members 
Entering Unmasked Estep 
Score: -5958363.500000 Penalty: 1056.682983
	Iteration 127Q: 3 clusters Score -5958364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 106676 members 
Entering Unmasked Estep 
Score: -5958357.500000 Penalty: 1056.682983
	Iteration 128Q: 3 clusters Score -5958358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 106694 members 
Entering Unmasked Estep 
Score: -5958352.500000 Penalty: 1056.682983
	Iteration 129Q: 3 clusters Score -5958352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 106716 members 
Entering Unmasked Estep 
Score: -5958353.500000 Penalty: 1056.682983
	Iteration 130Q: 3 clusters Score -5958354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 106735 members 
Entering Unmasked Estep 
Score: -5958358.500000 Penalty: 1056.682983
	Iteration 131Q: 3 clusters Score -5958358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 106756 members 
Entering Unmasked Estep 
Score: -5958359.000000 Penalty: 1056.682983
	Iteration 132Q: 3 clusters Score -5958359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -5958372.500000 Penalty: 1056.682983
	Iteration 133Q: 3 clusters Score -5958372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 106799 members 
Entering Unmasked Estep 
Score: -5958379.500000 Penalty: 1056.682983
	Iteration 134Q: 3 clusters Score -5958380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 106820 members 
Entering Unmasked Estep 
Score: -5958382.500000 Penalty: 1056.682983
	Iteration 135Q: 3 clusters Score -5958382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 106841 members 
Entering Unmasked Estep 
Score: -5958375.000000 Penalty: 1056.682983
	Iteration 136Q: 3 clusters Score -5958375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -5958376.000000 Penalty: 1056.682983
	Iteration 137Q: 3 clusters Score -5958376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 106892 members 
Entering Unmasked Estep 
Score: -5958373.000000 Penalty: 1056.682983
	Iteration 138Q: 3 clusters Score -5958373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 106919 members 
Entering Unmasked Estep 
Score: -5958375.500000 Penalty: 1056.682983
	Iteration 139Q: 3 clusters Score -5958376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 106937 members 
Entering Unmasked Estep 
Score: -5958377.000000 Penalty: 1056.682983
	Iteration 140F: 3 clusters Score -5958377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 106962 members 
Entering Unmasked Estep 
Score: -5958384.500000 Penalty: 1056.682983
	Iteration 141Q: 3 clusters Score -5958384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 106988 members 
Entering Unmasked Estep 
Score: -5958376.500000 Penalty: 1056.682983
	Iteration 142Q: 3 clusters Score -5958376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 107022 members 
Entering Unmasked Estep 
Score: -5958389.500000 Penalty: 1056.682983
	Iteration 143Q: 3 clusters Score -5958390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 107056 members 
Entering Unmasked Estep 
Score: -5958392.500000 Penalty: 1056.682983
	Iteration 144Q: 3 clusters Score -5958392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 107101 members 
Entering Unmasked Estep 
Score: -5958400.000000 Penalty: 1056.682983
	Iteration 145Q: 3 clusters Score -5958400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 107154 members 
Entering Unmasked Estep 
Score: -5958409.000000 Penalty: 1056.682983
	Iteration 146Q: 3 clusters Score -5958409 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 107211 members 
Entering Unmasked Estep 
Score: -5958425.000000 Penalty: 1056.682983
	Iteration 147Q: 3 clusters Score -5958425 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 107261 members 
Entering Unmasked Estep 
Score: -5958432.500000 Penalty: 1056.682983
	Iteration 148Q: 3 clusters Score -5958432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 107291 members 
Entering Unmasked Estep 
Score: -5958441.500000 Penalty: 1056.682983
	Iteration 149Q: 3 clusters Score -5958442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 107320 members 
Entering Unmasked Estep 
Score: -5958446.500000 Penalty: 1056.682983
	Iteration 150Q: 3 clusters Score -5958446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 107335 members 
Entering Unmasked Estep 
Score: -5958443.000000 Penalty: 1056.682983
	Iteration 151Q: 3 clusters Score -5958443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 107350 members 
Entering Unmasked Estep 
Score: -5958448.500000 Penalty: 1056.682983
	Iteration 152Q: 3 clusters Score -5958448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 107364 members 
Entering Unmasked Estep 
Score: -5958447.500000 Penalty: 1056.682983
	Iteration 153Q: 3 clusters Score -5958448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 107379 members 
Entering Unmasked Estep 
Score: -5958447.000000 Penalty: 1056.682983
	Iteration 154Q: 3 clusters Score -5958447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 107386 members 
Entering Unmasked Estep 
Score: -5958445.000000 Penalty: 1056.682983
	Iteration 155Q: 3 clusters Score -5958445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 107389 members 
Entering Unmasked Estep 
Score: -5958447.000000 Penalty: 1056.682983
	Iteration 156Q: 3 clusters Score -5958447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 107392 members 
Entering Unmasked Estep 
Score: -5958447.500000 Penalty: 1056.682983
	Iteration 157Q: 3 clusters Score -5958448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 107394 members 
Entering Unmasked Estep 
Score: -5958451.500000 Penalty: 1056.682983
	Iteration 158Q: 3 clusters Score -5958452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 107397 members 
Entering Unmasked Estep 
Score: -5958448.500000 Penalty: 1056.682983
	Iteration 159Q: 3 clusters Score -5958448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 107401 members 
Entering Unmasked Estep 
Score: -5958450.500000 Penalty: 1056.682983
	Iteration 160F: 3 clusters Score -5958450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 107406 members 
Entering Unmasked Estep 
Score: -5958453.000000 Penalty: 1056.682983
	Iteration 161Q: 3 clusters Score -5958453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 107409 members 
Entering Unmasked Estep 
Score: -5958447.500000 Penalty: 1056.682983
	Iteration 162Q: 3 clusters Score -5958448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 107411 members 
Entering Unmasked Estep 
Score: -5958451.000000 Penalty: 1056.682983
	Iteration 163Q: 3 clusters Score -5958451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 107413 members 
Entering Unmasked Estep 
Score: -5958453.000000 Penalty: 1056.682983
	Iteration 164Q: 3 clusters Score -5958453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 107413 members 
Entering Unmasked Estep 
Score: -5958453.000000 Penalty: 1056.682983
	Iteration 165F: 3 clusters Score -5958453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Entering Unmasked Estep 
Score: -55701.296875 Penalty: 322.064545
	Iteration 0F: 2 clusters Score -55701.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -54802.292969 Penalty: 644.129089
	Iteration 0F: 3 clusters Score -54802.29 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -55074.113281 Penalty: 644.129089
	Iteration 1F: 3 clusters Score -55074.11 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -55111.683594 Penalty: 644.129089
	Iteration 2F: 3 clusters Score -55111.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -55139.699219 Penalty: 644.129089
	Iteration 3Q: 3 clusters Score -55139.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -55157.351562 Penalty: 644.129089
	Iteration 4Q: 3 clusters Score -55157.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -55182.800781 Penalty: 644.129089
	Iteration 5Q: 3 clusters Score -55182.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -55205.320312 Penalty: 644.129089
	Iteration 6Q: 3 clusters Score -55205.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -55233.531250 Penalty: 644.129089
	Iteration 7Q: 3 clusters Score -55233.53 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -55259.132812 Penalty: 644.129089
	Iteration 8Q: 3 clusters Score -55259.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -55287.265625 Penalty: 644.129089
	Iteration 9Q: 3 clusters Score -55287.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -55321.085938 Penalty: 644.129089
	Iteration 10Q: 3 clusters Score -55321.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -55379.371094 Penalty: 644.129089
	Iteration 11Q: 3 clusters Score -55379.37 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -55472.429688 Penalty: 644.129089
	Iteration 12F: 3 clusters Score -55472.43 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -55583.773438 Penalty: 644.129089
	Iteration 13F: 3 clusters Score -55583.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -55686.796875 Penalty: 644.129089
	Iteration 14Q: 3 clusters Score -55686.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -55800.312500 Penalty: 644.129089
	Iteration 15Q: 3 clusters Score -55800.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -55826.707031 Penalty: 644.129089
	Iteration 16Q: 3 clusters Score -55826.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -55833.269531 Penalty: 644.129089
	Iteration 17Q: 3 clusters Score -55833.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55836.519531 Penalty: 644.129089
	Iteration 18Q: 3 clusters Score -55836.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -55837.468750 Penalty: 644.129089
	Iteration 19Q: 3 clusters Score -55837.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -55837.468750 Penalty: 644.129089
	Iteration 20F: 3 clusters Score -55837.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1003 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 48261 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48346 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 289266 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1623 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 110404 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 384 members 
Entering Unmasked Estep 
Score: -27471768.000000 Penalty: 19804.750000
Splitting cluster 26 changes total score from -27472000.000000 to -27471768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -12168.350586 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -12168.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11820.690430 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -11820.69 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11926.041016 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -11926.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11977.612305 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -11977.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12003.738281 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -12003.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12060.377930 Penalty: 522.904541
	Iteration 4F: 3 clusters Score -12060.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12086.298828 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -12086.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12126.575195 Penalty: 522.904541
	Iteration 6F: 3 clusters Score -12126.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12159.555664 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -12159.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12196.088867 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -12196.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12226.127930 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -12226.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12243.239258 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -12243.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12247.306641 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -12247.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12248.598633 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -12248.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12252.249023 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -12252.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12253.668945 Penalty: 522.904541
	Iteration 14Q: 3 clusters Score -12253.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12255.303711 Penalty: 522.904541
	Iteration 15F: 3 clusters Score -12255.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12283.285156 Penalty: 522.904541
	Iteration 16Q: 3 clusters Score -12283.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12287.893555 Penalty: 522.904541
	Iteration 17Q: 3 clusters Score -12287.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12289.729492 Penalty: 522.904541
	Iteration 18Q: 3 clusters Score -12289.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12290.034180 Penalty: 522.904541
	Iteration 19Q: 3 clusters Score -12290.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12290.034180 Penalty: 522.904541
	Iteration 20F: 3 clusters Score -12290.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1003 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 48261 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48346 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 289266 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1623 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 110404 members 
Mstep: Class 26 contains 1186 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 180 members 
Entering Unmasked Estep 
Score: -27471664.000000 Penalty: 19804.750000
Splitting cluster 27 changes total score from -27472000.000000 to -27471664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -13830.699219 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -13830.7 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 118 members 
Entering Unmasked Estep 
Score: -13466.648438 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -13466.65 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13548.950195 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -13548.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13585.343750 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -13585.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13599.326172 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -13599.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13606.534180 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -13606.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13612.070312 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -13612.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13615.314453 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -13615.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13616.826172 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -13616.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13616.826172 Penalty: 522.904541
	Iteration 8F: 3 clusters Score -13616.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -6130.821777 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -6130.822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5896.762207 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -5896.762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5939.620605 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -5939.621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5956.929688 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -5956.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5984.197266 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -5984.197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6102.387695 Penalty: 445.703430
	Iteration 4F: 3 clusters Score -6102.388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6139.585938 Penalty: 445.703430
	Iteration 5F: 3 clusters Score -6139.586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6158.872070 Penalty: 445.703430
	Iteration 6F: 3 clusters Score -6158.872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6166.663086 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -6166.663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6166.663086 Penalty: 445.703430
	Iteration 8F: 3 clusters Score -6166.663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1003 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 48261 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48346 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 289266 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1623 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 110404 members 
Mstep: Class 26 contains 1186 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 29 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 105 members 
Entering Unmasked Estep 
Score: -27471544.000000 Penalty: 19804.750000
Splitting cluster 29 changes total score from -27472000.000000 to -27471544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -25643.544922 Penalty: 289.830505
	Iteration 0F: 2 clusters Score -25643.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25095.449219 Penalty: 579.661011
	Iteration 0F: 3 clusters Score -25095.45 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -25318.500000 Penalty: 579.661011
	Iteration 1F: 3 clusters Score -25318.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -25407.779297 Penalty: 579.661011
	Iteration 2F: 3 clusters Score -25407.78 nChanged 38
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: -25452.847656 Penalty: 579.661011
	Iteration 3F: 3 clusters Score -25452.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -25487.361328 Penalty: 579.661011
	Iteration 4Q: 3 clusters Score -25487.36 nChanged 21
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: -25511.921875 Penalty: 579.661011
	Iteration 5Q: 3 clusters Score -25511.92 nChanged 21
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: -25545.652344 Penalty: 579.661011
	Iteration 6Q: 3 clusters Score -25545.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -25580.480469 Penalty: 579.661011
	Iteration 7Q: 3 clusters Score -25580.48 nChanged 22
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: -25618.730469 Penalty: 579.661011
	Iteration 8Q: 3 clusters Score -25618.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -25648.248047 Penalty: 579.661011
	Iteration 9Q: 3 clusters Score -25648.25 nChanged 15
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: -25676.345703 Penalty: 579.661011
	Iteration 10Q: 3 clusters Score -25676.35 nChanged 11
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: -25693.326172 Penalty: 579.661011
	Iteration 11Q: 3 clusters Score -25693.33 nChanged 9
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: -25699.441406 Penalty: 579.661011
	Iteration 12Q: 3 clusters Score -25699.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -25701.507812 Penalty: 579.661011
	Iteration 13Q: 3 clusters Score -25701.51 nChanged 1
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: -25702.074219 Penalty: 579.661011
	Iteration 14Q: 3 clusters Score -25702.07 nChanged 0
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: -25706.113281 Penalty: 579.661011
	Iteration 15F: 3 clusters Score -25706.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -25710.500000 Penalty: 579.661011
	Iteration 16Q: 3 clusters Score -25710.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -25721.162109 Penalty: 579.661011
	Iteration 17Q: 3 clusters Score -25721.16 nChanged 5
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: -25723.189453 Penalty: 579.661011
	Iteration 18Q: 3 clusters Score -25723.19 nChanged 2
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: -25726.357422 Penalty: 579.661011
	Iteration 19Q: 3 clusters Score -25726.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -25728.441406 Penalty: 579.661011
	Iteration 20F: 3 clusters Score -25728.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -25728.753906 Penalty: 579.661011
	Iteration 21Q: 3 clusters Score -25728.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -25729.232422 Penalty: 579.661011
	Iteration 22Q: 3 clusters Score -25729.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -25729.232422 Penalty: 579.661011
	Iteration 23F: 3 clusters Score -25729.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1003 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 48261 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48346 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 289266 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1623 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 110404 members 
Mstep: Class 26 contains 1186 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 219 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 365 members 
Entering Unmasked Estep 
Score: -27471678.000000 Penalty: 19804.750000
Splitting cluster 30 changes total score from -27472000.000000 to -27471678.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -57364.074219 Penalty: 319.944214
	Iteration 0F: 2 clusters Score -57364.07 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 562 members 
Entering Unmasked Estep 
Score: -56470.179688 Penalty: 639.888428
	Iteration 0F: 3 clusters Score -56470.18 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -56805.621094 Penalty: 639.888428
	Iteration 1F: 3 clusters Score -56805.62 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -56889.613281 Penalty: 639.888428
	Iteration 2F: 3 clusters Score -56889.61 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -56938.464844 Penalty: 639.888428
	Iteration 3F: 3 clusters Score -56938.46 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -56969.250000 Penalty: 639.888428
	Iteration 4Q: 3 clusters Score -56969.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -56982.968750 Penalty: 639.888428
	Iteration 5Q: 3 clusters Score -56982.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -56991.437500 Penalty: 639.888428
	Iteration 6Q: 3 clusters Score -56991.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -56996.996094 Penalty: 639.888428
	Iteration 7Q: 3 clusters Score -56997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -57002.679688 Penalty: 639.888428
	Iteration 8Q: 3 clusters Score -57002.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -57006.687500 Penalty: 639.888428
	Iteration 9Q: 3 clusters Score -57006.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -57007.757812 Penalty: 639.888428
	Iteration 10Q: 3 clusters Score -57007.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -57010.671875 Penalty: 639.888428
	Iteration 11Q: 3 clusters Score -57010.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -57012.804688 Penalty: 639.888428
	Iteration 12Q: 3 clusters Score -57012.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -57015.222656 Penalty: 639.888428
	Iteration 13Q: 3 clusters Score -57015.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -57016.296875 Penalty: 639.888428
	Iteration 14Q: 3 clusters Score -57016.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -57017.988281 Penalty: 639.888428
	Iteration 15Q: 3 clusters Score -57017.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -57019.652344 Penalty: 639.888428
	Iteration 16Q: 3 clusters Score -57019.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -57021.007812 Penalty: 639.888428
	Iteration 17Q: 3 clusters Score -57021.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -57022.492188 Penalty: 639.888428
	Iteration 18Q: 3 clusters Score -57022.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -57023.511719 Penalty: 639.888428
	Iteration 19Q: 3 clusters Score -57023.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -57023.683594 Penalty: 639.888428
	Iteration 20F: 3 clusters Score -57023.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -57023.777344 Penalty: 639.888428
	Iteration 21Q: 3 clusters Score -57023.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -57023.777344 Penalty: 639.888428
	Iteration 22F: 3 clusters Score -57023.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (74 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Entering Unmasked Estep 
Score: -2291.147461 Penalty: 195.834961
	Iteration 0F: 2 clusters Score -2291.147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2122.280518 Penalty: 391.669922
	Iteration 0F: 3 clusters Score -2122.281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2162.028076 Penalty: 391.669922
	Iteration 1F: 3 clusters Score -2162.028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2193.239502 Penalty: 391.669922
	Iteration 2F: 3 clusters Score -2193.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2209.482422 Penalty: 391.669922
	Iteration 3F: 3 clusters Score -2209.482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2219.519043 Penalty: 391.669922
	Iteration 4Q: 3 clusters Score -2219.519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2226.062988 Penalty: 391.669922
	Iteration 5Q: 3 clusters Score -2226.063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2226.062988 Penalty: 391.669922
	Iteration 6F: 3 clusters Score -2226.063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1003 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 48261 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48346 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 289266 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1623 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 110404 members 
Mstep: Class 26 contains 1186 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1132 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471896.000000 Penalty: 19204.605469
Iteration 159Q: 33 clusters Score -2.74719e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1003 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 48324 members 
Mstep: Class 5 contains 3089 members 
Mstep: Class 6 contains 5376 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48346 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 289371 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1621 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 110138 members 
Mstep: Class 26 contains 1188 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1133 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471880.000000 Penalty: 19204.605469
Iteration 160F: 33 clusters Score -2.747188e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1004 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 48371 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 5480 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48341 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 289467 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1618 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 109897 members 
Mstep: Class 26 contains 1189 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1135 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471834.000000 Penalty: 19204.605469
Iteration 161Q: 33 clusters Score -2.747183e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1005 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 48412 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 5577 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48336 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 289584 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1620 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 109649 members 
Mstep: Class 26 contains 1191 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1135 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471810.000000 Penalty: 19204.605469
Iteration 162Q: 33 clusters Score -2.747181e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1006 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 48459 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 5668 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48330 members 
Mstep: Class 12 contains 2945 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 289686 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1619 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 109415 members 
Mstep: Class 26 contains 1192 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1135 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471730.000000 Penalty: 19204.605469
Iteration 163Q: 33 clusters Score -2.747173e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1008 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 48515 members 
Mstep: Class 5 contains 3088 members 
Mstep: Class 6 contains 5752 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48324 members 
Mstep: Class 12 contains 2946 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 289776 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1618 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 109187 members 
Mstep: Class 26 contains 1192 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1135 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471706.000000 Penalty: 19204.605469
Iteration 164Q: 33 clusters Score -2.747171e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1009 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 48572 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48319 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 289855 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1616 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 108951 members 
Mstep: Class 26 contains 1192 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1136 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471686.000000 Penalty: 19204.605469
Iteration 165Q: 33 clusters Score -2.747169e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1010 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 48621 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48315 members 
Mstep: Class 12 contains 2950 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 289922 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1618 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 108731 members 
Mstep: Class 26 contains 1192 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1137 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471638.000000 Penalty: 19204.605469
Iteration 166Q: 33 clusters Score -2.747164e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1010 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 48678 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 6051 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48311 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 289949 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 108528 members 
Mstep: Class 26 contains 1192 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1140 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471610.000000 Penalty: 19204.605469
Iteration 167Q: 33 clusters Score -2.747161e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1010 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 48741 members 
Mstep: Class 5 contains 3086 members 
Mstep: Class 6 contains 6145 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48303 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 290006 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1628 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 108307 members 
Mstep: Class 26 contains 1192 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471556.000000 Penalty: 19204.605469
Iteration 168Q: 33 clusters Score -2.747156e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1010 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 48812 members 
Mstep: Class 5 contains 3086 members 
Mstep: Class 6 contains 6243 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48297 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290058 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1632 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 108087 members 
Mstep: Class 26 contains 1191 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1144 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471528.000000 Penalty: 19204.605469
Iteration 169Q: 33 clusters Score -2.747153e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1010 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 48899 members 
Mstep: Class 5 contains 3086 members 
Mstep: Class 6 contains 6339 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48298 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290093 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 107870 members 
Mstep: Class 26 contains 1192 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1144 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471506.000000 Penalty: 19204.605469
Iteration 170Q: 33 clusters Score -2.747151e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1010 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 48962 members 
Mstep: Class 5 contains 3086 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48305 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290144 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 107623 members 
Mstep: Class 26 contains 1192 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471484.000000 Penalty: 19204.605469
Iteration 171Q: 33 clusters Score -2.747148e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1011 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 49014 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48305 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290230 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 525 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1632 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 107360 members 
Mstep: Class 26 contains 1192 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471520.000000 Penalty: 19204.605469
Iteration 172Q: 33 clusters Score -2.747152e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1010 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 49081 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48306 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290287 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1636 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 107085 members 
Mstep: Class 26 contains 1192 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471608.000000 Penalty: 19204.605469
Iteration 173Q: 33 clusters Score -2.747161e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1011 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 49141 members 
Mstep: Class 5 contains 3085 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48305 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290372 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 106807 members 
Mstep: Class 26 contains 1192 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471600.000000 Penalty: 19204.605469
Iteration 174Q: 33 clusters Score -2.74716e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 49191 members 
Mstep: Class 5 contains 3084 members 
Mstep: Class 6 contains 6999 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48304 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290432 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 106559 members 
Mstep: Class 26 contains 1192 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471530.000000 Penalty: 19204.605469
Iteration 175Q: 33 clusters Score -2.747153e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1015 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 49252 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 7121 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48303 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290462 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 106346 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471490.000000 Penalty: 19204.605469
Iteration 176Q: 33 clusters Score -2.747149e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 49310 members 
Mstep: Class 5 contains 3080 members 
Mstep: Class 6 contains 7236 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48307 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290509 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 106122 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471444.000000 Penalty: 19204.605469
Iteration 177Q: 33 clusters Score -2.747144e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1015 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 49348 members 
Mstep: Class 5 contains 3078 members 
Mstep: Class 6 contains 7362 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48314 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290558 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 105901 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471454.000000 Penalty: 19204.605469
Iteration 178Q: 33 clusters Score -2.747145e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1015 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 49372 members 
Mstep: Class 5 contains 3077 members 
Mstep: Class 6 contains 7505 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48323 members 
Mstep: Class 12 contains 2959 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290594 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 105697 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471442.000000 Penalty: 19204.605469
Iteration 179Q: 33 clusters Score -2.747144e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1015 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 49411 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 7628 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48328 members 
Mstep: Class 12 contains 2952 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290614 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1640 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 105513 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471502.000000 Penalty: 19204.605469
Iteration 180F: 33 clusters Score -2.74715e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1015 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 49448 members 
Mstep: Class 5 contains 3080 members 
Mstep: Class 6 contains 7745 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48329 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290652 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 105322 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471488.000000 Penalty: 19204.605469
Iteration 181Q: 33 clusters Score -2.747149e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 49476 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 7839 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48327 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290694 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 105162 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471504.000000 Penalty: 19204.605469
Iteration 182Q: 33 clusters Score -2.74715e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 49517 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 7944 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48331 members 
Mstep: Class 12 contains 2930 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290710 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1653 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 104995 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471462.000000 Penalty: 19204.605469
Iteration 183Q: 33 clusters Score -2.747146e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 49558 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 8033 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48330 members 
Mstep: Class 12 contains 2927 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290730 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1657 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 104842 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471432.000000 Penalty: 19204.605469
Iteration 184Q: 33 clusters Score -2.747143e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1017 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 49592 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 8112 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48330 members 
Mstep: Class 12 contains 2927 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290752 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 104699 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471436.000000 Penalty: 19204.605469
Iteration 185Q: 33 clusters Score -2.747144e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1019 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 49627 members 
Mstep: Class 5 contains 3078 members 
Mstep: Class 6 contains 8176 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48335 members 
Mstep: Class 12 contains 2928 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290772 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 104565 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471426.000000 Penalty: 19204.605469
Iteration 186Q: 33 clusters Score -2.747143e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1019 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 49648 members 
Mstep: Class 5 contains 3078 members 
Mstep: Class 6 contains 8245 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48335 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290818 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 104421 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471410.000000 Penalty: 19204.605469
Iteration 187Q: 33 clusters Score -2.747141e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1019 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 49661 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 8319 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48335 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290861 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1672 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 104279 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471400.000000 Penalty: 19204.605469
Iteration 188Q: 33 clusters Score -2.74714e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1019 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 49676 members 
Mstep: Class 5 contains 3080 members 
Mstep: Class 6 contains 8378 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48336 members 
Mstep: Class 12 contains 2943 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290894 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 104159 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471382.000000 Penalty: 19204.605469
Iteration 189Q: 33 clusters Score -2.747138e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 49683 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 8429 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48338 members 
Mstep: Class 12 contains 2945 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290938 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 104042 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471344.000000 Penalty: 19204.605469
Iteration 190Q: 33 clusters Score -2.747134e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1023 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 49696 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 8483 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48345 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 290984 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 103912 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471372.000000 Penalty: 19204.605469
Iteration 191Q: 33 clusters Score -2.747137e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1023 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 49706 members 
Mstep: Class 5 contains 3078 members 
Mstep: Class 6 contains 8546 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48350 members 
Mstep: Class 12 contains 2946 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 291037 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 103771 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471300.000000 Penalty: 19204.605469
Iteration 192Q: 33 clusters Score -2.74713e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1023 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 49714 members 
Mstep: Class 5 contains 3078 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48356 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 291064 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1710 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 103638 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471366.000000 Penalty: 19204.605469
Iteration 193Q: 33 clusters Score -2.747137e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 49736 members 
Mstep: Class 5 contains 3077 members 
Mstep: Class 6 contains 8686 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48363 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 291075 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1728 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 103513 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471396.000000 Penalty: 19204.605469
Iteration 194Q: 33 clusters Score -2.74714e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1023 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 49749 members 
Mstep: Class 5 contains 3077 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48368 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 291089 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1742 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 103388 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471448.000000 Penalty: 19204.605469
Iteration 195Q: 33 clusters Score -2.747145e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1024 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 49773 members 
Mstep: Class 5 contains 3077 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48377 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 291087 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 103272 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471448.000000 Penalty: 19204.605469
Iteration 196Q: 33 clusters Score -2.747145e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 49796 members 
Mstep: Class 5 contains 3078 members 
Mstep: Class 6 contains 8890 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48390 members 
Mstep: Class 12 contains 2946 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 291094 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 103150 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471476.000000 Penalty: 19204.605469
Iteration 197Q: 33 clusters Score -2.747148e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 49816 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 8964 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48404 members 
Mstep: Class 12 contains 2945 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 291092 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1790 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 103035 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471460.000000 Penalty: 19204.605469
Iteration 198Q: 33 clusters Score -2.747146e+07 nChanged 275
Entering ConstructFrom: 
Score: -27471460.000000 Penalty: 19204.605469
Entering ConstructFrom: 
Trying to split cluster 1 (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: -413379.656250 Penalty: 410.794861
	Iteration 0F: 2 clusters Score -413379.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -407799.937500 Penalty: 821.589722
	Iteration 0F: 3 clusters Score -407799.9 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -410127.937500 Penalty: 821.589722
	Iteration 1F: 3 clusters Score -410127.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -410421.156250 Penalty: 821.589722
	Iteration 2F: 3 clusters Score -410421.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -410823.750000 Penalty: 821.589722
	Iteration 3F: 3 clusters Score -410823.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -411310.843750 Penalty: 821.589722
	Iteration 4F: 3 clusters Score -411310.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -411790.031250 Penalty: 821.589722
	Iteration 5F: 3 clusters Score -411790 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -412218.000000 Penalty: 821.589722
	Iteration 6F: 3 clusters Score -412218 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -412552.656250 Penalty: 821.589722
	Iteration 7Q: 3 clusters Score -412552.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -412805.468750 Penalty: 821.589722
	Iteration 8Q: 3 clusters Score -412805.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -412978.062500 Penalty: 821.589722
	Iteration 9Q: 3 clusters Score -412978.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -413086.562500 Penalty: 821.589722
	Iteration 10Q: 3 clusters Score -413086.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -413178.093750 Penalty: 821.589722
	Iteration 11Q: 3 clusters Score -413178.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -413243.156250 Penalty: 821.589722
	Iteration 12Q: 3 clusters Score -413243.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -413270.968750 Penalty: 821.589722
	Iteration 13Q: 3 clusters Score -413271 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -413287.218750 Penalty: 821.589722
	Iteration 14Q: 3 clusters Score -413287.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -413294.281250 Penalty: 821.589722
	Iteration 15Q: 3 clusters Score -413294.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -413301.000000 Penalty: 821.589722
	Iteration 16Q: 3 clusters Score -413301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -413307.437500 Penalty: 821.589722
	Iteration 17Q: 3 clusters Score -413307.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -413312.750000 Penalty: 821.589722
	Iteration 18Q: 3 clusters Score -413312.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -413313.875000 Penalty: 821.589722
	Iteration 19Q: 3 clusters Score -413313.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -413317.281250 Penalty: 821.589722
	Iteration 20F: 3 clusters Score -413317.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -413316.843750 Penalty: 821.589722
	Iteration 21Q: 3 clusters Score -413316.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -413317.656250 Penalty: 821.589722
	Iteration 22Q: 3 clusters Score -413317.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -413318.437500 Penalty: 821.589722
	Iteration 23Q: 3 clusters Score -413318.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -413320.343750 Penalty: 821.589722
	Iteration 24Q: 3 clusters Score -413320.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -413321.531250 Penalty: 821.589722
	Iteration 25Q: 3 clusters Score -413321.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -413321.562500 Penalty: 821.589722
	Iteration 26Q: 3 clusters Score -413321.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -413323.437500 Penalty: 821.589722
	Iteration 27Q: 3 clusters Score -413323.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -413323.187500 Penalty: 821.589722
	Iteration 28Q: 3 clusters Score -413323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -413323.937500 Penalty: 821.589722
	Iteration 29Q: 3 clusters Score -413323.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -413324.500000 Penalty: 821.589722
	Iteration 30Q: 3 clusters Score -413324.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -413325.031250 Penalty: 821.589722
	Iteration 31Q: 3 clusters Score -413325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -413324.500000 Penalty: 821.589722
	Iteration 32Q: 3 clusters Score -413324.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -413325.781250 Penalty: 821.589722
	Iteration 33Q: 3 clusters Score -413325.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -413327.531250 Penalty: 821.589722
	Iteration 34Q: 3 clusters Score -413327.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -413328.875000 Penalty: 821.589722
	Iteration 35Q: 3 clusters Score -413328.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -413331.062500 Penalty: 821.589722
	Iteration 36Q: 3 clusters Score -413331.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -413332.062500 Penalty: 821.589722
	Iteration 37Q: 3 clusters Score -413332.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -413332.281250 Penalty: 821.589722
	Iteration 38Q: 3 clusters Score -413332.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -413333.125000 Penalty: 821.589722
	Iteration 39Q: 3 clusters Score -413333.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -413333.218750 Penalty: 821.589722
	Iteration 40F: 3 clusters Score -413333.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -413334.468750 Penalty: 821.589722
	Iteration 41Q: 3 clusters Score -413334.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -413334.531250 Penalty: 821.589722
	Iteration 42Q: 3 clusters Score -413334.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -413334.343750 Penalty: 821.589722
	Iteration 43Q: 3 clusters Score -413334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -413334.562500 Penalty: 821.589722
	Iteration 44Q: 3 clusters Score -413334.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -413334.562500 Penalty: 821.589722
	Iteration 45F: 3 clusters Score -413334.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -55921.980469 Penalty: 315.470734
	Iteration 0F: 2 clusters Score -55921.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -55099.160156 Penalty: 630.941467
	Iteration 0F: 3 clusters Score -55099.16 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -55299.593750 Penalty: 630.941467
	Iteration 1F: 3 clusters Score -55299.59 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -55343.855469 Penalty: 630.941467
	Iteration 2F: 3 clusters Score -55343.86 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -55376.503906 Penalty: 630.941467
	Iteration 3F: 3 clusters Score -55376.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -55400.285156 Penalty: 630.941467
	Iteration 4Q: 3 clusters Score -55400.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -55414.613281 Penalty: 630.941467
	Iteration 5Q: 3 clusters Score -55414.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -55429.949219 Penalty: 630.941467
	Iteration 6Q: 3 clusters Score -55429.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -55450.062500 Penalty: 630.941467
	Iteration 7Q: 3 clusters Score -55450.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -55474.027344 Penalty: 630.941467
	Iteration 8Q: 3 clusters Score -55474.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -55504.617188 Penalty: 630.941467
	Iteration 9Q: 3 clusters Score -55504.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -55532.695312 Penalty: 630.941467
	Iteration 10Q: 3 clusters Score -55532.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -55559.738281 Penalty: 630.941467
	Iteration 11Q: 3 clusters Score -55559.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -55582.796875 Penalty: 630.941467
	Iteration 12Q: 3 clusters Score -55582.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -55601.964844 Penalty: 630.941467
	Iteration 13Q: 3 clusters Score -55601.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -55613.976562 Penalty: 630.941467
	Iteration 14Q: 3 clusters Score -55613.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -55618.785156 Penalty: 630.941467
	Iteration 15Q: 3 clusters Score -55618.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -55620.789062 Penalty: 630.941467
	Iteration 16Q: 3 clusters Score -55620.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -55627.343750 Penalty: 630.941467
	Iteration 17Q: 3 clusters Score -55627.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -55633.117188 Penalty: 630.941467
	Iteration 18Q: 3 clusters Score -55633.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -55638.843750 Penalty: 630.941467
	Iteration 19Q: 3 clusters Score -55638.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -55646.187500 Penalty: 630.941467
	Iteration 20F: 3 clusters Score -55646.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -55652.847656 Penalty: 630.941467
	Iteration 21Q: 3 clusters Score -55652.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -55656.046875 Penalty: 630.941467
	Iteration 22Q: 3 clusters Score -55656.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -55661.089844 Penalty: 630.941467
	Iteration 23Q: 3 clusters Score -55661.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -55668.105469 Penalty: 630.941467
	Iteration 24Q: 3 clusters Score -55668.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -55671.246094 Penalty: 630.941467
	Iteration 25Q: 3 clusters Score -55671.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -55672.210938 Penalty: 630.941467
	Iteration 26Q: 3 clusters Score -55672.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -55672.445312 Penalty: 630.941467
	Iteration 27Q: 3 clusters Score -55672.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -55672.445312 Penalty: 630.941467
	Iteration 28F: 3 clusters Score -55672.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -32841.101562 Penalty: 292.844849
	Iteration 0F: 2 clusters Score -32841.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32283.238281 Penalty: 585.689697
	Iteration 0F: 3 clusters Score -32283.24 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -32408.537109 Penalty: 585.689697
	Iteration 1F: 3 clusters Score -32408.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -32448.330078 Penalty: 585.689697
	Iteration 2F: 3 clusters Score -32448.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -32474.429688 Penalty: 585.689697
	Iteration 3F: 3 clusters Score -32474.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -32493.685547 Penalty: 585.689697
	Iteration 4Q: 3 clusters Score -32493.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -32516.005859 Penalty: 585.689697
	Iteration 5Q: 3 clusters Score -32516.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -32521.974609 Penalty: 585.689697
	Iteration 6Q: 3 clusters Score -32521.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -32523.767578 Penalty: 585.689697
	Iteration 7Q: 3 clusters Score -32523.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -32528.773438 Penalty: 585.689697
	Iteration 8Q: 3 clusters Score -32528.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -32532.480469 Penalty: 585.689697
	Iteration 9Q: 3 clusters Score -32532.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -32536.248047 Penalty: 585.689697
	Iteration 10Q: 3 clusters Score -32536.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -32540.279297 Penalty: 585.689697
	Iteration 11Q: 3 clusters Score -32540.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -32544.951172 Penalty: 585.689697
	Iteration 12Q: 3 clusters Score -32544.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -32549.535156 Penalty: 585.689697
	Iteration 13Q: 3 clusters Score -32549.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -32552.794922 Penalty: 585.689697
	Iteration 14Q: 3 clusters Score -32552.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -32557.875000 Penalty: 585.689697
	Iteration 15Q: 3 clusters Score -32557.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -32559.017578 Penalty: 585.689697
	Iteration 16Q: 3 clusters Score -32559.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -32559.531250 Penalty: 585.689697
	Iteration 17Q: 3 clusters Score -32559.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -32560.572266 Penalty: 585.689697
	Iteration 18Q: 3 clusters Score -32560.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -32561.572266 Penalty: 585.689697
	Iteration 19Q: 3 clusters Score -32561.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -32561.894531 Penalty: 585.689697
	Iteration 20F: 3 clusters Score -32561.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -32562.658203 Penalty: 585.689697
	Iteration 21Q: 3 clusters Score -32562.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -32564.388672 Penalty: 585.689697
	Iteration 22Q: 3 clusters Score -32564.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -32565.136719 Penalty: 585.689697
	Iteration 23Q: 3 clusters Score -32565.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -32565.406250 Penalty: 585.689697
	Iteration 24Q: 3 clusters Score -32565.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -32565.406250 Penalty: 585.689697
	Iteration 25F: 3 clusters Score -32565.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Entering Unmasked Estep 
Score: -2744140.750000 Penalty: 492.144043
	Iteration 0F: 2 clusters Score -2744141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -2710708.000000 Penalty: 984.288086
	Iteration 0F: 3 clusters Score -2710708 nChanged 23977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -2725845.750000 Penalty: 984.288086
	Iteration 1F: 3 clusters Score -2725846 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2727578.000000 Penalty: 984.288086
	Iteration 2F: 3 clusters Score -2727578 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2730052.000000 Penalty: 984.288086
	Iteration 3F: 3 clusters Score -2730052 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2733205.750000 Penalty: 984.288086
	Iteration 4F: 3 clusters Score -2733206 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2735964.000000 Penalty: 984.288086
	Iteration 5F: 3 clusters Score -2735964 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2737484.750000 Penalty: 984.288086
	Iteration 6F: 3 clusters Score -2737485 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2738103.500000 Penalty: 984.288086
	Iteration 7Q: 3 clusters Score -2738104 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2738359.250000 Penalty: 984.288086
	Iteration 8Q: 3 clusters Score -2738359 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2738527.250000 Penalty: 984.288086
	Iteration 9Q: 3 clusters Score -2738527 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2738686.250000 Penalty: 984.288086
	Iteration 10Q: 3 clusters Score -2738686 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2738852.250000 Penalty: 984.288086
	Iteration 11Q: 3 clusters Score -2738852 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2739029.000000 Penalty: 984.288086
	Iteration 12Q: 3 clusters Score -2739029 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2739224.250000 Penalty: 984.288086
	Iteration 13Q: 3 clusters Score -2739224 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2739414.750000 Penalty: 984.288086
	Iteration 14Q: 3 clusters Score -2739415 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2739644.750000 Penalty: 984.288086
	Iteration 15Q: 3 clusters Score -2739645 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2739889.500000 Penalty: 984.288086
	Iteration 16Q: 3 clusters Score -2739890 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2740197.000000 Penalty: 984.288086
	Iteration 17Q: 3 clusters Score -2740197 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2740547.750000 Penalty: 984.288086
	Iteration 18Q: 3 clusters Score -2740548 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2740873.500000 Penalty: 984.288086
	Iteration 19Q: 3 clusters Score -2740874 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2741208.250000 Penalty: 984.288086
	Iteration 20F: 3 clusters Score -2741208 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2741536.000000 Penalty: 984.288086
	Iteration 21Q: 3 clusters Score -2741536 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2741819.500000 Penalty: 984.288086
	Iteration 22Q: 3 clusters Score -2741820 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2742038.250000 Penalty: 984.288086
	Iteration 23Q: 3 clusters Score -2742038 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2742239.250000 Penalty: 984.288086
	Iteration 24Q: 3 clusters Score -2742239 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2742416.750000 Penalty: 984.288086
	Iteration 25Q: 3 clusters Score -2742417 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2742552.250000 Penalty: 984.288086
	Iteration 26Q: 3 clusters Score -2742552 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2742670.750000 Penalty: 984.288086
	Iteration 27Q: 3 clusters Score -2742671 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2742792.750000 Penalty: 984.288086
	Iteration 28Q: 3 clusters Score -2742793 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2742918.000000 Penalty: 984.288086
	Iteration 29Q: 3 clusters Score -2742918 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2743033.000000 Penalty: 984.288086
	Iteration 30Q: 3 clusters Score -2743033 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2743105.250000 Penalty: 984.288086
	Iteration 31Q: 3 clusters Score -2743105 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2743169.250000 Penalty: 984.288086
	Iteration 32Q: 3 clusters Score -2743169 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2743202.750000 Penalty: 984.288086
	Iteration 33Q: 3 clusters Score -2743203 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2743226.750000 Penalty: 984.288086
	Iteration 34Q: 3 clusters Score -2743227 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2743249.500000 Penalty: 984.288086
	Iteration 35Q: 3 clusters Score -2743250 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2743277.250000 Penalty: 984.288086
	Iteration 36Q: 3 clusters Score -2743277 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2743300.000000 Penalty: 984.288086
	Iteration 37Q: 3 clusters Score -2743300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2743309.000000 Penalty: 984.288086
	Iteration 38Q: 3 clusters Score -2743309 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2743329.000000 Penalty: 984.288086
	Iteration 39Q: 3 clusters Score -2743329 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2743356.000000 Penalty: 984.288086
	Iteration 40F: 3 clusters Score -2743356 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2743373.250000 Penalty: 984.288086
	Iteration 41Q: 3 clusters Score -2743373 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2743401.250000 Penalty: 984.288086
	Iteration 42Q: 3 clusters Score -2743401 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2743414.500000 Penalty: 984.288086
	Iteration 43Q: 3 clusters Score -2743414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2743436.000000 Penalty: 984.288086
	Iteration 44Q: 3 clusters Score -2743436 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2743443.500000 Penalty: 984.288086
	Iteration 45Q: 3 clusters Score -2743444 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2743447.000000 Penalty: 984.288086
	Iteration 46Q: 3 clusters Score -2743447 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2743458.750000 Penalty: 984.288086
	Iteration 47Q: 3 clusters Score -2743459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2743481.250000 Penalty: 984.288086
	Iteration 48Q: 3 clusters Score -2743481 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2743488.000000 Penalty: 984.288086
	Iteration 49Q: 3 clusters Score -2743488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2743501.750000 Penalty: 984.288086
	Iteration 50Q: 3 clusters Score -2743502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2743517.500000 Penalty: 984.288086
	Iteration 51Q: 3 clusters Score -2743518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2743527.750000 Penalty: 984.288086
	Iteration 52Q: 3 clusters Score -2743528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2743530.750000 Penalty: 984.288086
	Iteration 53Q: 3 clusters Score -2743531 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2743545.250000 Penalty: 984.288086
	Iteration 54Q: 3 clusters Score -2743545 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2743552.250000 Penalty: 984.288086
	Iteration 55Q: 3 clusters Score -2743552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2743562.250000 Penalty: 984.288086
	Iteration 56Q: 3 clusters Score -2743562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2743569.250000 Penalty: 984.288086
	Iteration 57Q: 3 clusters Score -2743569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2743572.000000 Penalty: 984.288086
	Iteration 58Q: 3 clusters Score -2743572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2743580.500000 Penalty: 984.288086
	Iteration 59Q: 3 clusters Score -2743580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2743592.750000 Penalty: 984.288086
	Iteration 60F: 3 clusters Score -2743593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2743607.500000 Penalty: 984.288086
	Iteration 61Q: 3 clusters Score -2743608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2743613.000000 Penalty: 984.288086
	Iteration 62Q: 3 clusters Score -2743613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2743624.000000 Penalty: 984.288086
	Iteration 63Q: 3 clusters Score -2743624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2743635.750000 Penalty: 984.288086
	Iteration 64Q: 3 clusters Score -2743636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2743651.000000 Penalty: 984.288086
	Iteration 65Q: 3 clusters Score -2743651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2743657.750000 Penalty: 984.288086
	Iteration 66Q: 3 clusters Score -2743658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2743666.500000 Penalty: 984.288086
	Iteration 67Q: 3 clusters Score -2743666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2743676.750000 Penalty: 984.288086
	Iteration 68Q: 3 clusters Score -2743677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2743687.500000 Penalty: 984.288086
	Iteration 69Q: 3 clusters Score -2743688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2743691.500000 Penalty: 984.288086
	Iteration 70Q: 3 clusters Score -2743692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2743701.250000 Penalty: 984.288086
	Iteration 71Q: 3 clusters Score -2743701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2743701.500000 Penalty: 984.288086
	Iteration 72Q: 3 clusters Score -2743702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2743700.750000 Penalty: 984.288086
	Iteration 73Q: 3 clusters Score -2743701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2743706.750000 Penalty: 984.288086
	Iteration 74Q: 3 clusters Score -2743707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2743707.250000 Penalty: 984.288086
	Iteration 75Q: 3 clusters Score -2743707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2743709.250000 Penalty: 984.288086
	Iteration 76Q: 3 clusters Score -2743709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2743710.500000 Penalty: 984.288086
	Iteration 77Q: 3 clusters Score -2743710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2743713.250000 Penalty: 984.288086
	Iteration 78Q: 3 clusters Score -2743713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2743713.250000 Penalty: 984.288086
	Iteration 79Q: 3 clusters Score -2743713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2743715.250000 Penalty: 984.288086
	Iteration 80F: 3 clusters Score -2743715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2743719.250000 Penalty: 984.288086
	Iteration 81Q: 3 clusters Score -2743719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2743721.750000 Penalty: 984.288086
	Iteration 82Q: 3 clusters Score -2743722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2743722.000000 Penalty: 984.288086
	Iteration 83Q: 3 clusters Score -2743722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2743725.750000 Penalty: 984.288086
	Iteration 84Q: 3 clusters Score -2743726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2743731.750000 Penalty: 984.288086
	Iteration 85Q: 3 clusters Score -2743732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2743730.000000 Penalty: 984.288086
	Iteration 86Q: 3 clusters Score -2743730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2743736.250000 Penalty: 984.288086
	Iteration 87Q: 3 clusters Score -2743736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2743739.500000 Penalty: 984.288086
	Iteration 88Q: 3 clusters Score -2743740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2743740.250000 Penalty: 984.288086
	Iteration 89Q: 3 clusters Score -2743740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2743744.750000 Penalty: 984.288086
	Iteration 90Q: 3 clusters Score -2743745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2743744.250000 Penalty: 984.288086
	Iteration 91Q: 3 clusters Score -2743744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2743746.000000 Penalty: 984.288086
	Iteration 92Q: 3 clusters Score -2743746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2743747.500000 Penalty: 984.288086
	Iteration 93Q: 3 clusters Score -2743748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2743752.750000 Penalty: 984.288086
	Iteration 94Q: 3 clusters Score -2743753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2743751.750000 Penalty: 984.288086
	Iteration 95Q: 3 clusters Score -2743752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2743756.250000 Penalty: 984.288086
	Iteration 96Q: 3 clusters Score -2743756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2743755.750000 Penalty: 984.288086
	Iteration 97Q: 3 clusters Score -2743756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2743753.500000 Penalty: 984.288086
	Iteration 98Q: 3 clusters Score -2743754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2743754.000000 Penalty: 984.288086
	Iteration 99Q: 3 clusters Score -2743754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2743753.000000 Penalty: 984.288086
	Iteration 100F: 3 clusters Score -2743753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2743753.750000 Penalty: 984.288086
	Iteration 101Q: 3 clusters Score -2743754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2743752.500000 Penalty: 984.288086
	Iteration 102Q: 3 clusters Score -2743752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2743752.750000 Penalty: 984.288086
	Iteration 103Q: 3 clusters Score -2743753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2743754.250000 Penalty: 984.288086
	Iteration 104Q: 3 clusters Score -2743754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2743754.250000 Penalty: 984.288086
	Iteration 105F: 3 clusters Score -2743754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Entering Unmasked Estep 
Score: -158241.390625 Penalty: 365.472382
	Iteration 0F: 2 clusters Score -158241.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -156117.765625 Penalty: 730.944763
	Iteration 0F: 3 clusters Score -156117.8 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -156854.109375 Penalty: 730.944763
	Iteration 1F: 3 clusters Score -156854.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -156991.187500 Penalty: 730.944763
	Iteration 2F: 3 clusters Score -156991.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -157171.062500 Penalty: 730.944763
	Iteration 3F: 3 clusters Score -157171.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -157348.812500 Penalty: 730.944763
	Iteration 4F: 3 clusters Score -157348.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -157529.734375 Penalty: 730.944763
	Iteration 5F: 3 clusters Score -157529.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -157687.468750 Penalty: 730.944763
	Iteration 6F: 3 clusters Score -157687.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -157824.687500 Penalty: 730.944763
	Iteration 7F: 3 clusters Score -157824.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -157931.828125 Penalty: 730.944763
	Iteration 8Q: 3 clusters Score -157931.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -158005.203125 Penalty: 730.944763
	Iteration 9Q: 3 clusters Score -158005.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -158055.093750 Penalty: 730.944763
	Iteration 10Q: 3 clusters Score -158055.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -158081.078125 Penalty: 730.944763
	Iteration 11Q: 3 clusters Score -158081.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -158097.250000 Penalty: 730.944763
	Iteration 12Q: 3 clusters Score -158097.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -158127.312500 Penalty: 730.944763
	Iteration 13Q: 3 clusters Score -158127.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -158151.781250 Penalty: 730.944763
	Iteration 14Q: 3 clusters Score -158151.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -158164.218750 Penalty: 730.944763
	Iteration 15Q: 3 clusters Score -158164.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -158179.078125 Penalty: 730.944763
	Iteration 16Q: 3 clusters Score -158179.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -158184.593750 Penalty: 730.944763
	Iteration 17Q: 3 clusters Score -158184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -158187.187500 Penalty: 730.944763
	Iteration 18Q: 3 clusters Score -158187.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -158189.203125 Penalty: 730.944763
	Iteration 19Q: 3 clusters Score -158189.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -158190.328125 Penalty: 730.944763
	Iteration 20F: 3 clusters Score -158190.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -158192.281250 Penalty: 730.944763
	Iteration 21Q: 3 clusters Score -158192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -158195.015625 Penalty: 730.944763
	Iteration 22Q: 3 clusters Score -158195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -158195.859375 Penalty: 730.944763
	Iteration 23Q: 3 clusters Score -158195.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -158195.859375 Penalty: 730.944763
	Iteration 24F: 3 clusters Score -158195.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Entering Unmasked Estep 
Score: -524709.812500 Penalty: 414.523651
	Iteration 0F: 2 clusters Score -524709.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -518665.187500 Penalty: 829.047302
	Iteration 0F: 3 clusters Score -518665.2 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -520995.062500 Penalty: 829.047302
	Iteration 1F: 3 clusters Score -520995.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -521182.906250 Penalty: 829.047302
	Iteration 2Q: 3 clusters Score -521182.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -521440.625000 Penalty: 829.047302
	Iteration 3F: 3 clusters Score -521440.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -521830.375000 Penalty: 829.047302
	Iteration 4F: 3 clusters Score -521830.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -522294.312500 Penalty: 829.047302
	Iteration 5F: 3 clusters Score -522294.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -522742.406250 Penalty: 829.047302
	Iteration 6F: 3 clusters Score -522742.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -523113.562500 Penalty: 829.047302
	Iteration 7F: 3 clusters Score -523113.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -523343.531250 Penalty: 829.047302
	Iteration 8Q: 3 clusters Score -523343.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -523482.031250 Penalty: 829.047302
	Iteration 9Q: 3 clusters Score -523482 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -523571.656250 Penalty: 829.047302
	Iteration 10Q: 3 clusters Score -523571.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -523660.312500 Penalty: 829.047302
	Iteration 11Q: 3 clusters Score -523660.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -523745.718750 Penalty: 829.047302
	Iteration 12Q: 3 clusters Score -523745.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -523822.156250 Penalty: 829.047302
	Iteration 13Q: 3 clusters Score -523822.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -523900.812500 Penalty: 829.047302
	Iteration 14Q: 3 clusters Score -523900.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -523974.781250 Penalty: 829.047302
	Iteration 15Q: 3 clusters Score -523974.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -524044.531250 Penalty: 829.047302
	Iteration 16Q: 3 clusters Score -524044.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -524104.343750 Penalty: 829.047302
	Iteration 17Q: 3 clusters Score -524104.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -524151.406250 Penalty: 829.047302
	Iteration 18Q: 3 clusters Score -524151.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -524193.406250 Penalty: 829.047302
	Iteration 19Q: 3 clusters Score -524193.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -524228.218750 Penalty: 829.047302
	Iteration 20F: 3 clusters Score -524228.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -524257.375000 Penalty: 829.047302
	Iteration 21Q: 3 clusters Score -524257.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -524280.843750 Penalty: 829.047302
	Iteration 22Q: 3 clusters Score -524280.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -524291.937500 Penalty: 829.047302
	Iteration 23Q: 3 clusters Score -524291.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -524299.750000 Penalty: 829.047302
	Iteration 24Q: 3 clusters Score -524299.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -524308.250000 Penalty: 829.047302
	Iteration 25Q: 3 clusters Score -524308.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -524317.125000 Penalty: 829.047302
	Iteration 26Q: 3 clusters Score -524317.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -524323.187500 Penalty: 829.047302
	Iteration 27Q: 3 clusters Score -524323.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -524328.187500 Penalty: 829.047302
	Iteration 28Q: 3 clusters Score -524328.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -524334.500000 Penalty: 829.047302
	Iteration 29Q: 3 clusters Score -524334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -524338.500000 Penalty: 829.047302
	Iteration 30Q: 3 clusters Score -524338.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -524348.812500 Penalty: 829.047302
	Iteration 31Q: 3 clusters Score -524348.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -524354.375000 Penalty: 829.047302
	Iteration 32Q: 3 clusters Score -524354.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -524355.625000 Penalty: 829.047302
	Iteration 33Q: 3 clusters Score -524355.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -524359.812500 Penalty: 829.047302
	Iteration 34Q: 3 clusters Score -524359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -524362.875000 Penalty: 829.047302
	Iteration 35Q: 3 clusters Score -524362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -524363.937500 Penalty: 829.047302
	Iteration 36Q: 3 clusters Score -524363.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -524363.937500 Penalty: 829.047302
	Iteration 37F: 3 clusters Score -524363.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -6224.447266 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -6224.447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6005.375488 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -6005.375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6097.670410 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -6097.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6129.243164 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -6129.243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6172.791016 Penalty: 458.362671
	Iteration 3F: 3 clusters Score -6172.791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6211.112793 Penalty: 458.362671
	Iteration 4F: 3 clusters Score -6211.113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -6355.129883 Penalty: 458.362671
	Iteration 5F: 3 clusters Score -6355.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -6402.695801 Penalty: 458.362671
	Iteration 6F: 3 clusters Score -6402.696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -6416.728027 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -6416.728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -6416.728027 Penalty: 458.362671
	Iteration 8F: 3 clusters Score -6416.728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 49829 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 9049 members 
Mstep: Class 7 contains 137 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48423 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 291095 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 102899 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 17 members 
Entering Unmasked Estep 
Score: -27471260.000000 Penalty: 19804.750000
Splitting cluster 7 changes total score from -27471460.000000 to -27471260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -7481.532227 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -7481.532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7208.880859 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -7208.881 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7310.860840 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -7310.861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7364.472656 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -7364.473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7405.371094 Penalty: 485.715973
	Iteration 3F: 3 clusters Score -7405.371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7426.193848 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -7426.194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7442.396484 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -7442.396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7457.510254 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -7457.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7466.865723 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -7466.866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7466.865723 Penalty: 485.715973
	Iteration 8F: 3 clusters Score -7466.866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -33995.820312 Penalty: 300.479431
	Iteration 0F: 2 clusters Score -33995.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33356.605469 Penalty: 600.958862
	Iteration 0F: 3 clusters Score -33356.61 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33550.785156 Penalty: 600.958862
	Iteration 1F: 3 clusters Score -33550.79 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -33591.511719 Penalty: 600.958862
	Iteration 2F: 3 clusters Score -33591.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -33637.226562 Penalty: 600.958862
	Iteration 3F: 3 clusters Score -33637.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -33667.851562 Penalty: 600.958862
	Iteration 4Q: 3 clusters Score -33667.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33694.082031 Penalty: 600.958862
	Iteration 5Q: 3 clusters Score -33694.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33715.792969 Penalty: 600.958862
	Iteration 6Q: 3 clusters Score -33715.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33734.050781 Penalty: 600.958862
	Iteration 7Q: 3 clusters Score -33734.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33740.472656 Penalty: 600.958862
	Iteration 8Q: 3 clusters Score -33740.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33744.324219 Penalty: 600.958862
	Iteration 9Q: 3 clusters Score -33744.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33753.269531 Penalty: 600.958862
	Iteration 10Q: 3 clusters Score -33753.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33757.171875 Penalty: 600.958862
	Iteration 11Q: 3 clusters Score -33757.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33761.589844 Penalty: 600.958862
	Iteration 12Q: 3 clusters Score -33761.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33763.707031 Penalty: 600.958862
	Iteration 13Q: 3 clusters Score -33763.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33766.695312 Penalty: 600.958862
	Iteration 14Q: 3 clusters Score -33766.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33771.878906 Penalty: 600.958862
	Iteration 15Q: 3 clusters Score -33771.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33774.199219 Penalty: 600.958862
	Iteration 16Q: 3 clusters Score -33774.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33775.039062 Penalty: 600.958862
	Iteration 17Q: 3 clusters Score -33775.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33775.457031 Penalty: 600.958862
	Iteration 18Q: 3 clusters Score -33775.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33775.613281 Penalty: 600.958862
	Iteration 19Q: 3 clusters Score -33775.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33775.613281 Penalty: 600.958862
	Iteration 20F: 3 clusters Score -33775.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13227.187500 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -13227.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12884.339844 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -12884.34 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12969.758789 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -12969.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12999.221680 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -12999.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13013.770508 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -13013.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13017.956055 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -13017.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13018.802734 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -13018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13020.141602 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -13020.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13020.141602 Penalty: 510.127991
	Iteration 7F: 3 clusters Score -13020.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Entering Unmasked Estep 
Score: -2468868.000000 Penalty: 490.841736
	Iteration 0F: 2 clusters Score -2468868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -2436221.750000 Penalty: 981.683472
	Iteration 0F: 3 clusters Score -2436222 nChanged 23465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2450292.500000 Penalty: 981.683472
	Iteration 1F: 3 clusters Score -2450292 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -2450866.000000 Penalty: 981.683472
	Iteration 2Q: 3 clusters Score -2450866 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2451610.500000 Penalty: 981.683472
	Iteration 3Q: 3 clusters Score -2451610 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2452574.000000 Penalty: 981.683472
	Iteration 4Q: 3 clusters Score -2452574 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2454138.250000 Penalty: 981.683472
	Iteration 5F: 3 clusters Score -2454138 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2456721.750000 Penalty: 981.683472
	Iteration 6F: 3 clusters Score -2456722 nChanged 3762
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2460366 nChanged 3245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2463937 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2465813 nChanged 1148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2466508 nChanged 714
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2466851 nChanged 591
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2467100 nChanged 485
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Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2467273 nChanged 392
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Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2467412 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2467499 nChanged 287
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Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2467574 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2467626 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2467672 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2467717.250000 Penalty: 981.683472
	Iteration 19Q: 3 clusters Score -2467717 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2467737.500000 Penalty: 981.683472
	Iteration 20F: 3 clusters Score -2467738 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2467766 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2467801 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2467818 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2467846 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2467875 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2467898 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2467925 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2467942 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2467965 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2468000 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2468023.000000 Penalty: 981.683472
	Iteration 31Q: 3 clusters Score -2468023 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2468053.750000 Penalty: 981.683472
	Iteration 32Q: 3 clusters Score -2468054 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2468066 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2468075 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2468086 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2468106 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2468120 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2468125 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2468124 nChanged 48
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Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2468131.750000 Penalty: 981.683472
	Iteration 40F: 3 clusters Score -2468132 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2468131 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2468129.250000 Penalty: 981.683472
	Iteration 42Q: 3 clusters Score -2468129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2468136.000000 Penalty: 981.683472
	Iteration 43Q: 3 clusters Score -2468136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2468138.000000 Penalty: 981.683472
	Iteration 44Q: 3 clusters Score -2468138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2468139.500000 Penalty: 981.683472
	Iteration 45Q: 3 clusters Score -2468140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2468137.000000 Penalty: 981.683472
	Iteration 46Q: 3 clusters Score -2468137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2468138.250000 Penalty: 981.683472
	Iteration 47Q: 3 clusters Score -2468138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2468139.500000 Penalty: 981.683472
	Iteration 48Q: 3 clusters Score -2468140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2468140.250000 Penalty: 981.683472
	Iteration 49Q: 3 clusters Score -2468140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2468141.750000 Penalty: 981.683472
	Iteration 50Q: 3 clusters Score -2468142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2468141.000000 Penalty: 981.683472
	Iteration 51Q: 3 clusters Score -2468141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2468141.500000 Penalty: 981.683472
	Iteration 52Q: 3 clusters Score -2468142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2468145.500000 Penalty: 981.683472
	Iteration 53Q: 3 clusters Score -2468146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2468147.750000 Penalty: 981.683472
	Iteration 54Q: 3 clusters Score -2468148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2468152.250000 Penalty: 981.683472
	Iteration 55Q: 3 clusters Score -2468152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2468151.750000 Penalty: 981.683472
	Iteration 56Q: 3 clusters Score -2468152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2468149.750000 Penalty: 981.683472
	Iteration 57Q: 3 clusters Score -2468150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2468152.000000 Penalty: 981.683472
	Iteration 58Q: 3 clusters Score -2468152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2468152.000000 Penalty: 981.683472
	Iteration 59Q: 3 clusters Score -2468152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2468157.250000 Penalty: 981.683472
	Iteration 60F: 3 clusters Score -2468157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2468155.250000 Penalty: 981.683472
	Iteration 61Q: 3 clusters Score -2468155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2468159.250000 Penalty: 981.683472
	Iteration 62Q: 3 clusters Score -2468159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2468157.000000 Penalty: 981.683472
	Iteration 63Q: 3 clusters Score -2468157 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2468158.000000 Penalty: 981.683472
	Iteration 64Q: 3 clusters Score -2468158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2468153.750000 Penalty: 981.683472
	Iteration 65Q: 3 clusters Score -2468154 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2468157.750000 Penalty: 981.683472
	Iteration 66Q: 3 clusters Score -2468158 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2468158.250000 Penalty: 981.683472
	Iteration 67Q: 3 clusters Score -2468158 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2468160.750000 Penalty: 981.683472
	Iteration 68Q: 3 clusters Score -2468161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2468161.000000 Penalty: 981.683472
	Iteration 69Q: 3 clusters Score -2468161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2468156.250000 Penalty: 981.683472
	Iteration 70Q: 3 clusters Score -2468156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2468157.750000 Penalty: 981.683472
	Iteration 71Q: 3 clusters Score -2468158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2468165.000000 Penalty: 981.683472
	Iteration 72Q: 3 clusters Score -2468165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2468167.250000 Penalty: 981.683472
	Iteration 73Q: 3 clusters Score -2468167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2468166.500000 Penalty: 981.683472
	Iteration 74Q: 3 clusters Score -2468166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2468171.250000 Penalty: 981.683472
	Iteration 75Q: 3 clusters Score -2468171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2468177.750000 Penalty: 981.683472
	Iteration 76Q: 3 clusters Score -2468178 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2468180.000000 Penalty: 981.683472
	Iteration 77Q: 3 clusters Score -2468180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2468186.250000 Penalty: 981.683472
	Iteration 78Q: 3 clusters Score -2468186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2468188.000000 Penalty: 981.683472
	Iteration 79Q: 3 clusters Score -2468188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2468185.500000 Penalty: 981.683472
	Iteration 80F: 3 clusters Score -2468186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2468184.750000 Penalty: 981.683472
	Iteration 81Q: 3 clusters Score -2468185 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2468186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2468190.500000 Penalty: 981.683472
	Iteration 83Q: 3 clusters Score -2468190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2468188.500000 Penalty: 981.683472
	Iteration 84Q: 3 clusters Score -2468188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2468183.500000 Penalty: 981.683472
	Iteration 85Q: 3 clusters Score -2468184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2468183.250000 Penalty: 981.683472
	Iteration 86Q: 3 clusters Score -2468183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2468182.000000 Penalty: 981.683472
	Iteration 87Q: 3 clusters Score -2468182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2468182.500000 Penalty: 981.683472
	Iteration 88Q: 3 clusters Score -2468182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2468183.750000 Penalty: 981.683472
	Iteration 89Q: 3 clusters Score -2468184 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2468184 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2468184.500000 Penalty: 981.683472
	Iteration 91F: 3 clusters Score -2468184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2947 members 
Entering Unmasked Estep 
Score: -153994.625000 Penalty: 363.478699
	Iteration 0F: 2 clusters Score -153994.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -151954.875000 Penalty: 726.957397
	Iteration 0F: 3 clusters Score -151954.9 nChanged 1301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -152711.953125 Penalty: 726.957397
	Iteration 1F: 3 clusters Score -152712 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -152867.234375 Penalty: 726.957397
	Iteration 2F: 3 clusters Score -152867.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -153013.703125 Penalty: 726.957397
	Iteration 3F: 3 clusters Score -153013.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -153124.015625 Penalty: 726.957397
	Iteration 4F: 3 clusters Score -153124 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -153210.515625 Penalty: 726.957397
	Iteration 5Q: 3 clusters Score -153210.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -153297.375000 Penalty: 726.957397
	Iteration 6Q: 3 clusters Score -153297.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -153330.671875 Penalty: 726.957397
	Iteration 7Q: 3 clusters Score -153330.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -153346.015625 Penalty: 726.957397
	Iteration 8Q: 3 clusters Score -153346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -153354.390625 Penalty: 726.957397
	Iteration 9Q: 3 clusters Score -153354.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -153360.203125 Penalty: 726.957397
	Iteration 10Q: 3 clusters Score -153360.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -153367.296875 Penalty: 726.957397
	Iteration 11Q: 3 clusters Score -153367.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -153373.453125 Penalty: 726.957397
	Iteration 12Q: 3 clusters Score -153373.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -153379.187500 Penalty: 726.957397
	Iteration 13Q: 3 clusters Score -153379.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -153385.718750 Penalty: 726.957397
	Iteration 14Q: 3 clusters Score -153385.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -153390.546875 Penalty: 726.957397
	Iteration 15Q: 3 clusters Score -153390.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -153393.187500 Penalty: 726.957397
	Iteration 16Q: 3 clusters Score -153393.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -153394.906250 Penalty: 726.957397
	Iteration 17Q: 3 clusters Score -153394.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -153395.671875 Penalty: 726.957397
	Iteration 18Q: 3 clusters Score -153395.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -153396.078125 Penalty: 726.957397
	Iteration 19Q: 3 clusters Score -153396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -153396.671875 Penalty: 726.957397
	Iteration 20F: 3 clusters Score -153396.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -153397.000000 Penalty: 726.957397
	Iteration 21Q: 3 clusters Score -153397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -153398.250000 Penalty: 726.957397
	Iteration 22Q: 3 clusters Score -153398.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -153399.281250 Penalty: 726.957397
	Iteration 23Q: 3 clusters Score -153399.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -153399.781250 Penalty: 726.957397
	Iteration 24Q: 3 clusters Score -153399.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -153400.703125 Penalty: 726.957397
	Iteration 25Q: 3 clusters Score -153400.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -153401.359375 Penalty: 726.957397
	Iteration 26Q: 3 clusters Score -153401.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -153401.531250 Penalty: 726.957397
	Iteration 27Q: 3 clusters Score -153401.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -153401.953125 Penalty: 726.957397
	Iteration 28Q: 3 clusters Score -153402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -153401.625000 Penalty: 726.957397
	Iteration 29Q: 3 clusters Score -153401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -153402.078125 Penalty: 726.957397
	Iteration 30Q: 3 clusters Score -153402.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -153403.046875 Penalty: 726.957397
	Iteration 31Q: 3 clusters Score -153403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -153405.687500 Penalty: 726.957397
	Iteration 32Q: 3 clusters Score -153405.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -153409.453125 Penalty: 726.957397
	Iteration 33Q: 3 clusters Score -153409.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -153413.375000 Penalty: 726.957397
	Iteration 34Q: 3 clusters Score -153413.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -153416.390625 Penalty: 726.957397
	Iteration 35Q: 3 clusters Score -153416.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -153419.062500 Penalty: 726.957397
	Iteration 36Q: 3 clusters Score -153419.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -153421.281250 Penalty: 726.957397
	Iteration 37Q: 3 clusters Score -153421.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -153423.906250 Penalty: 726.957397
	Iteration 38Q: 3 clusters Score -153423.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -153427.531250 Penalty: 726.957397
	Iteration 39Q: 3 clusters Score -153427.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -153430.734375 Penalty: 726.957397
	Iteration 40F: 3 clusters Score -153430.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -153433.640625 Penalty: 726.957397
	Iteration 41Q: 3 clusters Score -153433.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -153438.984375 Penalty: 726.957397
	Iteration 42Q: 3 clusters Score -153439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -153447.875000 Penalty: 726.957397
	Iteration 43Q: 3 clusters Score -153447.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -153454.406250 Penalty: 726.957397
	Iteration 44Q: 3 clusters Score -153454.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -153463.890625 Penalty: 726.957397
	Iteration 45Q: 3 clusters Score -153463.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -153478.000000 Penalty: 726.957397
	Iteration 46Q: 3 clusters Score -153478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -153491.937500 Penalty: 726.957397
	Iteration 47Q: 3 clusters Score -153491.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -153503.765625 Penalty: 726.957397
	Iteration 48Q: 3 clusters Score -153503.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -153517.890625 Penalty: 726.957397
	Iteration 49Q: 3 clusters Score -153517.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -153539.312500 Penalty: 726.957397
	Iteration 50Q: 3 clusters Score -153539.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -153551.250000 Penalty: 726.957397
	Iteration 51Q: 3 clusters Score -153551.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -153561.281250 Penalty: 726.957397
	Iteration 52Q: 3 clusters Score -153561.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -153571.703125 Penalty: 726.957397
	Iteration 53Q: 3 clusters Score -153571.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -153584.515625 Penalty: 726.957397
	Iteration 54Q: 3 clusters Score -153584.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -153600.796875 Penalty: 726.957397
	Iteration 55Q: 3 clusters Score -153600.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -153608.937500 Penalty: 726.957397
	Iteration 56Q: 3 clusters Score -153608.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -153613.687500 Penalty: 726.957397
	Iteration 57Q: 3 clusters Score -153613.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -153622.187500 Penalty: 726.957397
	Iteration 58Q: 3 clusters Score -153622.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -153637.718750 Penalty: 726.957397
	Iteration 59Q: 3 clusters Score -153637.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -153660.968750 Penalty: 726.957397
	Iteration 60F: 3 clusters Score -153661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -153684.953125 Penalty: 726.957397
	Iteration 61Q: 3 clusters Score -153685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -153708.281250 Penalty: 726.957397
	Iteration 62Q: 3 clusters Score -153708.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -153725.796875 Penalty: 726.957397
	Iteration 63Q: 3 clusters Score -153725.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -153741.437500 Penalty: 726.957397
	Iteration 64Q: 3 clusters Score -153741.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -153753.609375 Penalty: 726.957397
	Iteration 65Q: 3 clusters Score -153753.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -153763.421875 Penalty: 726.957397
	Iteration 66Q: 3 clusters Score -153763.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -153771.687500 Penalty: 726.957397
	Iteration 67Q: 3 clusters Score -153771.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -153774.562500 Penalty: 726.957397
	Iteration 68Q: 3 clusters Score -153774.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -153777.656250 Penalty: 726.957397
	Iteration 69Q: 3 clusters Score -153777.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -153778.781250 Penalty: 726.957397
	Iteration 70Q: 3 clusters Score -153778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -153780.000000 Penalty: 726.957397
	Iteration 71Q: 3 clusters Score -153780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -153780.765625 Penalty: 726.957397
	Iteration 72Q: 3 clusters Score -153780.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -153781.859375 Penalty: 726.957397
	Iteration 73Q: 3 clusters Score -153781.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -153781.500000 Penalty: 726.957397
	Iteration 74Q: 3 clusters Score -153781.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -153781.500000 Penalty: 726.957397
	Iteration 75F: 3 clusters Score -153781.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -29265.791016 Penalty: 288.325562
	Iteration 0F: 2 clusters Score -29265.79 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 282 members 
Entering Unmasked Estep 
Score: -28776.162109 Penalty: 576.651123
	Iteration 0F: 3 clusters Score -28776.16 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28918.130859 Penalty: 576.651123
	Iteration 1F: 3 clusters Score -28918.13 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28943.615234 Penalty: 576.651123
	Iteration 2F: 3 clusters Score -28943.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -28956.748047 Penalty: 576.651123
	Iteration 3Q: 3 clusters Score -28956.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -28960.066406 Penalty: 576.651123
	Iteration 4Q: 3 clusters Score -28960.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -28967.335938 Penalty: 576.651123
	Iteration 5Q: 3 clusters Score -28967.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -28980.929688 Penalty: 576.651123
	Iteration 6Q: 3 clusters Score -28980.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28999.376953 Penalty: 576.651123
	Iteration 7Q: 3 clusters Score -28999.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -29012.544922 Penalty: 576.651123
	Iteration 8Q: 3 clusters Score -29012.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -29035.087891 Penalty: 576.651123
	Iteration 9Q: 3 clusters Score -29035.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -29049.697266 Penalty: 576.651123
	Iteration 10Q: 3 clusters Score -29049.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -29053.404297 Penalty: 576.651123
	Iteration 11Q: 3 clusters Score -29053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -29055.695312 Penalty: 576.651123
	Iteration 12Q: 3 clusters Score -29055.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -29056.640625 Penalty: 576.651123
	Iteration 13Q: 3 clusters Score -29056.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -29060.076172 Penalty: 576.651123
	Iteration 14Q: 3 clusters Score -29060.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -29064.000000 Penalty: 576.651123
	Iteration 15Q: 3 clusters Score -29064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -29069.332031 Penalty: 576.651123
	Iteration 16Q: 3 clusters Score -29069.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -29072.373047 Penalty: 576.651123
	Iteration 17Q: 3 clusters Score -29072.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -29074.044922 Penalty: 576.651123
	Iteration 18Q: 3 clusters Score -29074.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -29075.498047 Penalty: 576.651123
	Iteration 19Q: 3 clusters Score -29075.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -29075.896484 Penalty: 576.651123
	Iteration 20F: 3 clusters Score -29075.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -29076.255859 Penalty: 576.651123
	Iteration 21Q: 3 clusters Score -29076.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -29077.300781 Penalty: 576.651123
	Iteration 22Q: 3 clusters Score -29077.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -29077.300781 Penalty: 576.651123
	Iteration 23F: 3 clusters Score -29077.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (291095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291095 members 
Entering Unmasked Estep 
Score: -15437614.000000 Penalty: 572.453918
	Iteration 0F: 2 clusters Score -1.543761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145559 members 
Mstep: Class 2 contains 145536 members 
Entering Unmasked Estep 
Score: -15248435.000000 Penalty: 1144.907837
	Iteration 0F: 3 clusters Score -1.524844e+07 nChanged 143634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142927 members 
Mstep: Class 2 contains 148168 members 
Entering Unmasked Estep 
Score: -15336661.000000 Penalty: 1144.907837
	Iteration 1F: 3 clusters Score -1.533666e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139833 members 
Mstep: Class 2 contains 151262 members 
Entering Unmasked Estep 
Score: -15339430.000000 Penalty: 1144.907837
	Iteration 2Q: 3 clusters Score -1.533943e+07 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134897 members 
Mstep: Class 2 contains 156198 members 
Entering Unmasked Estep 
Score: -15344268.000000 Penalty: 1144.907837
	Iteration 3Q: 3 clusters Score -1.534427e+07 nChanged 14486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127635 members 
Mstep: Class 2 contains 163460 members 
Entering Unmasked Estep 
Score: -15352605.000000 Penalty: 1144.907837
	Iteration 4Q: 3 clusters Score -1.53526e+07 nChanged 17493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118336 members 
Mstep: Class 2 contains 172759 members 
Entering Unmasked Estep 
Score: -15365839.000000 Penalty: 1144.907837
	Iteration 5F: 3 clusters Score -1.536584e+07 nChanged 19492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108410 members 
Mstep: Class 2 contains 182685 members 
Entering Unmasked Estep 
Score: -15383325.000000 Penalty: 1144.907837
	Iteration 6F: 3 clusters Score -1.538332e+07 nChanged 17929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100135 members 
Mstep: Class 2 contains 190960 members 
Entering Unmasked Estep 
Score: -15397004.000000 Penalty: 1144.907837
	Iteration 7F: 3 clusters Score -1.5397e+07 nChanged 12508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93601 members 
Mstep: Class 2 contains 197494 members 
Entering Unmasked Estep 
Score: -15402684.000000 Penalty: 1144.907837
	Iteration 8Q: 3 clusters Score -1.540268e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87460 members 
Mstep: Class 2 contains 203635 members 
Entering Unmasked Estep 
Score: -15405349.000000 Penalty: 1144.907837
	Iteration 9Q: 3 clusters Score -1.540535e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 209765 members 
Entering Unmasked Estep 
Score: -15407441.000000 Penalty: 1144.907837
	Iteration 10Q: 3 clusters Score -1.540744e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 215964 members 
Entering Unmasked Estep 
Score: -15409543.000000 Penalty: 1144.907837
	Iteration 11Q: 3 clusters Score -1.540954e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 222318 members 
Entering Unmasked Estep 
Score: -15411745.000000 Penalty: 1144.907837
	Iteration 12Q: 3 clusters Score -1.541174e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 228755 members 
Entering Unmasked Estep 
Score: -15414072.000000 Penalty: 1144.907837
	Iteration 13Q: 3 clusters Score -1.541407e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 235166 members 
Entering Unmasked Estep 
Score: -15416577.000000 Penalty: 1144.907837
	Iteration 14Q: 3 clusters Score -1.541658e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 241570 members 
Entering Unmasked Estep 
Score: -15419090.000000 Penalty: 1144.907837
	Iteration 15Q: 3 clusters Score -1.541909e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 247705 members 
Entering Unmasked Estep 
Score: -15422049.000000 Penalty: 1144.907837
	Iteration 16Q: 3 clusters Score -1.542205e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 253404 members 
Entering Unmasked Estep 
Score: -15424625.000000 Penalty: 1144.907837
	Iteration 17Q: 3 clusters Score -1.542462e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 258692 members 
Entering Unmasked Estep 
Score: -15427067.000000 Penalty: 1144.907837
	Iteration 18Q: 3 clusters Score -1.542707e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 263546 members 
Entering Unmasked Estep 
Score: -15429590.000000 Penalty: 1144.907837
	Iteration 19Q: 3 clusters Score -1.542959e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 267732 members 
Entering Unmasked Estep 
Score: -15432380.000000 Penalty: 1144.907837
	Iteration 20F: 3 clusters Score -1.543238e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 271349 members 
Entering Unmasked Estep 
Score: -15434977.000000 Penalty: 1144.907837
	Iteration 21Q: 3 clusters Score -1.543498e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 274442 members 
Entering Unmasked Estep 
Score: -15436702.000000 Penalty: 1144.907837
	Iteration 22Q: 3 clusters Score -1.54367e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 277061 members 
Entering Unmasked Estep 
Score: -15437942.000000 Penalty: 1144.907837
	Iteration 23Q: 3 clusters Score -1.543794e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 279295 members 
Entering Unmasked Estep 
Score: -15438695.000000 Penalty: 1144.907837
	Iteration 24Q: 3 clusters Score -1.54387e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 281145 members 
Entering Unmasked Estep 
Score: -15439193.000000 Penalty: 1144.907837
	Iteration 25Q: 3 clusters Score -1.543919e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 282643 members 
Entering Unmasked Estep 
Score: -15439480.000000 Penalty: 1144.907837
	Iteration 26Q: 3 clusters Score -1.543948e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 283842 members 
Entering Unmasked Estep 
Score: -15439595.000000 Penalty: 1144.907837
	Iteration 27Q: 3 clusters Score -1.54396e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 284818 members 
Entering Unmasked Estep 
Score: -15439613.000000 Penalty: 1144.907837
	Iteration 28Q: 3 clusters Score -1.543961e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 285604 members 
Entering Unmasked Estep 
Score: -15439568.000000 Penalty: 1144.907837
	Iteration 29Q: 3 clusters Score -1.543957e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 286236 members 
Entering Unmasked Estep 
Score: -15439535.000000 Penalty: 1144.907837
	Iteration 30Q: 3 clusters Score -1.543954e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 286740 members 
Entering Unmasked Estep 
Score: -15439512.000000 Penalty: 1144.907837
	Iteration 31Q: 3 clusters Score -1.543951e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 287110 members 
Entering Unmasked Estep 
Score: -15439416.000000 Penalty: 1144.907837
	Iteration 32Q: 3 clusters Score -1.543942e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 287425 members 
Entering Unmasked Estep 
Score: -15439305.000000 Penalty: 1144.907837
	Iteration 33Q: 3 clusters Score -1.54393e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 287675 members 
Entering Unmasked Estep 
Score: -15439201.000000 Penalty: 1144.907837
	Iteration 34Q: 3 clusters Score -1.54392e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 287878 members 
Entering Unmasked Estep 
Score: -15439158.000000 Penalty: 1144.907837
	Iteration 35Q: 3 clusters Score -1.543916e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 288042 members 
Entering Unmasked Estep 
Score: -15439083.000000 Penalty: 1144.907837
	Iteration 36Q: 3 clusters Score -1.543908e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 288174 members 
Entering Unmasked Estep 
Score: -15439049.000000 Penalty: 1144.907837
	Iteration 37Q: 3 clusters Score -1.543905e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 288308 members 
Entering Unmasked Estep 
Score: -15439013.000000 Penalty: 1144.907837
	Iteration 38Q: 3 clusters Score -1.543901e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 288417 members 
Entering Unmasked Estep 
Score: -15438983.000000 Penalty: 1144.907837
	Iteration 39Q: 3 clusters Score -1.543898e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 288533 members 
Entering Unmasked Estep 
Score: -15438987.000000 Penalty: 1144.907837
	Iteration 40F: 3 clusters Score -1.543899e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 288623 members 
Entering Unmasked Estep 
Score: -15438916.000000 Penalty: 1144.907837
	Iteration 41Q: 3 clusters Score -1.543892e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 288692 members 
Entering Unmasked Estep 
Score: -15438882.000000 Penalty: 1144.907837
	Iteration 42Q: 3 clusters Score -1.543888e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 288746 members 
Entering Unmasked Estep 
Score: -15438825.000000 Penalty: 1144.907837
	Iteration 43Q: 3 clusters Score -1.543882e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 288787 members 
Entering Unmasked Estep 
Score: -15438781.000000 Penalty: 1144.907837
	Iteration 44Q: 3 clusters Score -1.543878e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 288814 members 
Entering Unmasked Estep 
Score: -15438779.000000 Penalty: 1144.907837
	Iteration 45Q: 3 clusters Score -1.543878e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 288832 members 
Entering Unmasked Estep 
Score: -15438789.000000 Penalty: 1144.907837
	Iteration 46Q: 3 clusters Score -1.543879e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 288863 members 
Entering Unmasked Estep 
Score: -15438770.000000 Penalty: 1144.907837
	Iteration 47Q: 3 clusters Score -1.543877e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 288882 members 
Entering Unmasked Estep 
Score: -15438772.000000 Penalty: 1144.907837
	Iteration 48Q: 3 clusters Score -1.543877e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 288901 members 
Entering Unmasked Estep 
Score: -15438777.000000 Penalty: 1144.907837
	Iteration 49Q: 3 clusters Score -1.543878e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 288918 members 
Entering Unmasked Estep 
Score: -15438774.000000 Penalty: 1144.907837
	Iteration 50Q: 3 clusters Score -1.543877e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 288927 members 
Entering Unmasked Estep 
Score: -15438762.000000 Penalty: 1144.907837
	Iteration 51Q: 3 clusters Score -1.543876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 288939 members 
Entering Unmasked Estep 
Score: -15438771.000000 Penalty: 1144.907837
	Iteration 52Q: 3 clusters Score -1.543877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 288953 members 
Entering Unmasked Estep 
Score: -15438751.000000 Penalty: 1144.907837
	Iteration 53Q: 3 clusters Score -1.543875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 288958 members 
Entering Unmasked Estep 
Score: -15438750.000000 Penalty: 1144.907837
	Iteration 54Q: 3 clusters Score -1.543875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 288961 members 
Entering Unmasked Estep 
Score: -15438755.000000 Penalty: 1144.907837
	Iteration 55Q: 3 clusters Score -1.543876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 288962 members 
Entering Unmasked Estep 
Score: -15438743.000000 Penalty: 1144.907837
	Iteration 56Q: 3 clusters Score -1.543874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 288964 members 
Entering Unmasked Estep 
Score: -15438743.000000 Penalty: 1144.907837
	Iteration 57Q: 3 clusters Score -1.543874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 288967 members 
Entering Unmasked Estep 
Score: -15438748.000000 Penalty: 1144.907837
	Iteration 58Q: 3 clusters Score -1.543875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 288970 members 
Entering Unmasked Estep 
Score: -15438742.000000 Penalty: 1144.907837
	Iteration 59Q: 3 clusters Score -1.543874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 288972 members 
Entering Unmasked Estep 
Score: -15438739.000000 Penalty: 1144.907837
	Iteration 60F: 3 clusters Score -1.543874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 49829 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 9049 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48423 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 102899 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 288972 members 
Entering Unmasked Estep 
Score: -27472386.000000 Penalty: 19804.750000
Splitting cluster 14 changes total score from -27471460.000000 to -27472386.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 15 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -15234.957031 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -15234.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14857.005859 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -14857.01 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14978.325195 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -14978.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14999.444336 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -14999.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15017.982422 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -15017.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15035.700195 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -15035.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15048.148438 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -15048.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15061.666016 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -15061.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15080.412109 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -15080.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15090.740234 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -15090.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15094.923828 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -15094.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15098.304688 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -15098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15099.042969 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -15099.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15099.909180 Penalty: 532.550415
	Iteration 12Q: 3 clusters Score -15099.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15101.113281 Penalty: 532.550415
	Iteration 13Q: 3 clusters Score -15101.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15101.493164 Penalty: 532.550415
	Iteration 14Q: 3 clusters Score -15101.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15101.493164 Penalty: 532.550415
	Iteration 15F: 3 clusters Score -15101.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -12426.541992 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -12426.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12085.222656 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -12085.22 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12156.648438 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -12156.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12174.963867 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -12174.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12183.004883 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -12183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12186.354492 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -12186.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12188.217773 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -12188.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12190.323242 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -12190.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12192.416016 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -12192.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12195.099609 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -12195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12198.384766 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -12198.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12199.669922 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -12199.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12201.974609 Penalty: 503.538452
	Iteration 11Q: 3 clusters Score -12201.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12205.498047 Penalty: 503.538452
	Iteration 12Q: 3 clusters Score -12205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12206.856445 Penalty: 503.538452
	Iteration 13Q: 3 clusters Score -12206.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12208.124023 Penalty: 503.538452
	Iteration 14Q: 3 clusters Score -12208.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12208.124023 Penalty: 503.538452
	Iteration 15F: 3 clusters Score -12208.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Entering Unmasked Estep 
Score: -204607.953125 Penalty: 377.910767
	Iteration 0F: 2 clusters Score -204608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -201842.578125 Penalty: 755.821533
	Iteration 0F: 3 clusters Score -201842.6 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -202889.828125 Penalty: 755.821533
	Iteration 1F: 3 clusters Score -202889.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -203011.078125 Penalty: 755.821533
	Iteration 2F: 3 clusters Score -203011.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -203133.640625 Penalty: 755.821533
	Iteration 3F: 3 clusters Score -203133.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -203274.250000 Penalty: 755.821533
	Iteration 4F: 3 clusters Score -203274.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -203403.875000 Penalty: 755.821533
	Iteration 5F: 3 clusters Score -203403.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -203495.156250 Penalty: 755.821533
	Iteration 6Q: 3 clusters Score -203495.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -203581.296875 Penalty: 755.821533
	Iteration 7Q: 3 clusters Score -203581.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -203675.406250 Penalty: 755.821533
	Iteration 8Q: 3 clusters Score -203675.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -203771.531250 Penalty: 755.821533
	Iteration 9Q: 3 clusters Score -203771.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -203861.312500 Penalty: 755.821533
	Iteration 10Q: 3 clusters Score -203861.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -203951.046875 Penalty: 755.821533
	Iteration 11Q: 3 clusters Score -203951 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -204028.328125 Penalty: 755.821533
	Iteration 12Q: 3 clusters Score -204028.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -204091.187500 Penalty: 755.821533
	Iteration 13Q: 3 clusters Score -204091.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -204144.562500 Penalty: 755.821533
	Iteration 14Q: 3 clusters Score -204144.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -204181.640625 Penalty: 755.821533
	Iteration 15Q: 3 clusters Score -204181.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -204202.734375 Penalty: 755.821533
	Iteration 16Q: 3 clusters Score -204202.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -204214.140625 Penalty: 755.821533
	Iteration 17Q: 3 clusters Score -204214.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -204224.875000 Penalty: 755.821533
	Iteration 18Q: 3 clusters Score -204224.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -204232.359375 Penalty: 755.821533
	Iteration 19Q: 3 clusters Score -204232.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -204237.390625 Penalty: 755.821533
	Iteration 20F: 3 clusters Score -204237.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -204240.125000 Penalty: 755.821533
	Iteration 21Q: 3 clusters Score -204240.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -204241.296875 Penalty: 755.821533
	Iteration 22Q: 3 clusters Score -204241.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -204242.562500 Penalty: 755.821533
	Iteration 23Q: 3 clusters Score -204242.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -204243.750000 Penalty: 755.821533
	Iteration 24Q: 3 clusters Score -204243.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -204243.937500 Penalty: 755.821533
	Iteration 25Q: 3 clusters Score -204243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -204244.125000 Penalty: 755.821533
	Iteration 26Q: 3 clusters Score -204244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -204244.312500 Penalty: 755.821533
	Iteration 27Q: 3 clusters Score -204244.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -204245.109375 Penalty: 755.821533
	Iteration 28Q: 3 clusters Score -204245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -204245.640625 Penalty: 755.821533
	Iteration 29Q: 3 clusters Score -204245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -204246.031250 Penalty: 755.821533
	Iteration 30Q: 3 clusters Score -204246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -204246.484375 Penalty: 755.821533
	Iteration 31Q: 3 clusters Score -204246.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -204247.203125 Penalty: 755.821533
	Iteration 32Q: 3 clusters Score -204247.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -204247.203125 Penalty: 755.821533
	Iteration 33Q: 3 clusters Score -204247.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -204248.250000 Penalty: 755.821533
	Iteration 34Q: 3 clusters Score -204248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -204248.109375 Penalty: 755.821533
	Iteration 35Q: 3 clusters Score -204248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -204248.812500 Penalty: 755.821533
	Iteration 36Q: 3 clusters Score -204248.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -204248.812500 Penalty: 755.821533
	Iteration 37F: 3 clusters Score -204248.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -24622.460938 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -24622.46 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 269 members 
Entering Unmasked Estep 
Score: -24138.804688 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -24138.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24248.609375 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -24248.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24272.343750 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -24272.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24283.220703 Penalty: 569.098450
	Iteration 3Q: 3 clusters Score -24283.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24289.343750 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -24289.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24291.771484 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -24291.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24292.869141 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -24292.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24293.007812 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -24293.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24293.101562 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -24293.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24293.101562 Penalty: 569.098450
	Iteration 9F: 3 clusters Score -24293.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -44166.156250 Penalty: 313.891510
	Iteration 0F: 2 clusters Score -44166.16 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 438 members 
Entering Unmasked Estep 
Score: -43386.605469 Penalty: 627.783020
	Iteration 0F: 3 clusters Score -43386.61 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -43765.250000 Penalty: 627.783020
	Iteration 1F: 3 clusters Score -43765.25 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43918.941406 Penalty: 627.783020
	Iteration 2F: 3 clusters Score -43918.94 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43995.648438 Penalty: 627.783020
	Iteration 3F: 3 clusters Score -43995.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44058.210938 Penalty: 627.783020
	Iteration 4Q: 3 clusters Score -44058.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44102.593750 Penalty: 627.783020
	Iteration 5Q: 3 clusters Score -44102.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44143.292969 Penalty: 627.783020
	Iteration 6Q: 3 clusters Score -44143.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44166.730469 Penalty: 627.783020
	Iteration 7Q: 3 clusters Score -44166.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44181.503906 Penalty: 627.783020
	Iteration 8Q: 3 clusters Score -44181.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44184.417969 Penalty: 627.783020
	Iteration 9Q: 3 clusters Score -44184.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44186.984375 Penalty: 627.783020
	Iteration 10Q: 3 clusters Score -44186.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44187.210938 Penalty: 627.783020
	Iteration 11Q: 3 clusters Score -44187.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44187.410156 Penalty: 627.783020
	Iteration 12Q: 3 clusters Score -44187.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44187.523438 Penalty: 627.783020
	Iteration 13Q: 3 clusters Score -44187.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44187.523438 Penalty: 627.783020
	Iteration 14F: 3 clusters Score -44187.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 49829 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 9049 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48423 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 830 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 102899 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 288972 members 
Mstep: Class 34 contains 161 members 
Entering Unmasked Estep 
Score: -27472104.000000 Penalty: 20404.894531
Splitting cluster 19 changes total score from -27471460.000000 to -27472104.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (1807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Entering Unmasked Estep 
Score: -98679.164062 Penalty: 341.223755
	Iteration 0F: 2 clusters Score -98679.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -97396.210938 Penalty: 682.447510
	Iteration 0F: 3 clusters Score -97396.21 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -97849.945312 Penalty: 682.447510
	Iteration 1F: 3 clusters Score -97849.95 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -97941.421875 Penalty: 682.447510
	Iteration 2F: 3 clusters Score -97941.42 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -98051.398438 Penalty: 682.447510
	Iteration 3F: 3 clusters Score -98051.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -98169.039062 Penalty: 682.447510
	Iteration 4F: 3 clusters Score -98169.04 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -98284.179688 Penalty: 682.447510
	Iteration 5F: 3 clusters Score -98284.18 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -98338.398438 Penalty: 682.447510
	Iteration 6Q: 3 clusters Score -98338.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -98376.468750 Penalty: 682.447510
	Iteration 7Q: 3 clusters Score -98376.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -98394.335938 Penalty: 682.447510
	Iteration 8Q: 3 clusters Score -98394.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -98406.789062 Penalty: 682.447510
	Iteration 9Q: 3 clusters Score -98406.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -98414.007812 Penalty: 682.447510
	Iteration 10Q: 3 clusters Score -98414.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -98420.523438 Penalty: 682.447510
	Iteration 11Q: 3 clusters Score -98420.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -98425.312500 Penalty: 682.447510
	Iteration 12Q: 3 clusters Score -98425.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -98427.648438 Penalty: 682.447510
	Iteration 13Q: 3 clusters Score -98427.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -98430.031250 Penalty: 682.447510
	Iteration 14Q: 3 clusters Score -98430.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -98431.195312 Penalty: 682.447510
	Iteration 15Q: 3 clusters Score -98431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -98431.632812 Penalty: 682.447510
	Iteration 16Q: 3 clusters Score -98431.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -98432.062500 Penalty: 682.447510
	Iteration 17Q: 3 clusters Score -98432.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -98432.328125 Penalty: 682.447510
	Iteration 18Q: 3 clusters Score -98432.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -98432.398438 Penalty: 682.447510
	Iteration 19Q: 3 clusters Score -98432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -98432.929688 Penalty: 682.447510
	Iteration 20F: 3 clusters Score -98432.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -98433.242188 Penalty: 682.447510
	Iteration 21Q: 3 clusters Score -98433.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -98433.859375 Penalty: 682.447510
	Iteration 22Q: 3 clusters Score -98433.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -98433.937500 Penalty: 682.447510
	Iteration 23Q: 3 clusters Score -98433.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -98433.937500 Penalty: 682.447510
	Iteration 24F: 3 clusters Score -98433.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -15464.037109 Penalty: 267.053009
	Iteration 0F: 2 clusters Score -15464.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15084.589844 Penalty: 534.106018
	Iteration 0F: 3 clusters Score -15084.59 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15175.685547 Penalty: 534.106018
	Iteration 1F: 3 clusters Score -15175.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15213.543945 Penalty: 534.106018
	Iteration 2F: 3 clusters Score -15213.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15249.499023 Penalty: 534.106018
	Iteration 3F: 3 clusters Score -15249.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15267.065430 Penalty: 534.106018
	Iteration 4Q: 3 clusters Score -15267.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15282.235352 Penalty: 534.106018
	Iteration 5Q: 3 clusters Score -15282.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15295.154297 Penalty: 534.106018
	Iteration 6Q: 3 clusters Score -15295.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15306.799805 Penalty: 534.106018
	Iteration 7Q: 3 clusters Score -15306.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15333.141602 Penalty: 534.106018
	Iteration 8Q: 3 clusters Score -15333.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15354.787109 Penalty: 534.106018
	Iteration 9Q: 3 clusters Score -15354.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15363.630859 Penalty: 534.106018
	Iteration 10Q: 3 clusters Score -15363.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15387.155273 Penalty: 534.106018
	Iteration 11Q: 3 clusters Score -15387.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15402.100586 Penalty: 534.106018
	Iteration 12Q: 3 clusters Score -15402.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15419.950195 Penalty: 534.106018
	Iteration 13Q: 3 clusters Score -15419.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15422.070312 Penalty: 534.106018
	Iteration 14Q: 3 clusters Score -15422.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15423.599609 Penalty: 534.106018
	Iteration 15Q: 3 clusters Score -15423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15423.780273 Penalty: 534.106018
	Iteration 16Q: 3 clusters Score -15423.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15424.120117 Penalty: 534.106018
	Iteration 17Q: 3 clusters Score -15424.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15424.120117 Penalty: 534.106018
	Iteration 18F: 3 clusters Score -15424.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -5895.251953 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -5895.252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5666.453613 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -5666.454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5708.502930 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -5708.503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5722.395508 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -5722.396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5725.989258 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -5725.989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5725.989258 Penalty: 439.376556
	Iteration 4F: 3 clusters Score -5725.989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -26039.595703 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -26039.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25530.529297 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -25530.53 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25675.476562 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -25675.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25719.333984 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -25719.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25740.878906 Penalty: 569.969238
	Iteration 3F: 3 clusters Score -25740.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25760.275391 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -25760.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25779.964844 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -25779.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25793.667969 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -25793.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25797.839844 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -25797.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25802.205078 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -25802.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25806.511719 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -25806.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25807.929688 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -25807.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25811.054688 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -25811.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25813.783203 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -25813.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25814.425781 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -25814.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25815.207031 Penalty: 569.969238
	Iteration 14Q: 3 clusters Score -25815.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25817.777344 Penalty: 569.969238
	Iteration 15Q: 3 clusters Score -25817.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25818.488281 Penalty: 569.969238
	Iteration 16Q: 3 clusters Score -25818.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25818.488281 Penalty: 569.969238
	Iteration 17F: 3 clusters Score -25818.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -24112.585938 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -24112.59 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 241 members 
Entering Unmasked Estep 
Score: -23665.310547 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -23665.31 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23817.667969 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -23817.67 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23945.404297 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -23945.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -24012.089844 Penalty: 558.139221
	Iteration 3F: 3 clusters Score -24012.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -24062.902344 Penalty: 558.139221
	Iteration 4F: 3 clusters Score -24062.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -24079.582031 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -24079.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -24089.863281 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -24089.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -24097.375000 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -24097.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -24100.859375 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -24100.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -24100.859375 Penalty: 558.139221
	Iteration 9F: 3 clusters Score -24100.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (102899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102899 members 
Entering Unmasked Estep 
Score: -5556278.500000 Penalty: 525.138367
	Iteration 0F: 2 clusters Score -5556278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -5486759.000000 Penalty: 1050.276733
	Iteration 0F: 3 clusters Score -5486759 nChanged 50388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -5520300.000000 Penalty: 1050.276733
	Iteration 1F: 3 clusters Score -5520300 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -5523422.000000 Penalty: 1050.276733
	Iteration 2F: 3 clusters Score -5523422 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -5527833.500000 Penalty: 1050.276733
	Iteration 3F: 3 clusters Score -5527834 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 65876 members 
Entering Unmasked Estep 
Score: -5533458.500000 Penalty: 1050.276733
	Iteration 4F: 3 clusters Score -5533458 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -5539106.000000 Penalty: 1050.276733
	Iteration 5F: 3 clusters Score -5539106 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 71244 members 
Entering Unmasked Estep 
Score: -5542896.000000 Penalty: 1050.276733
	Iteration 6F: 3 clusters Score -5542896 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -5544839.500000 Penalty: 1050.276733
	Iteration 7Q: 3 clusters Score -5544840 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 74914 members 
Entering Unmasked Estep 
Score: -5545920.500000 Penalty: 1050.276733
	Iteration 8Q: 3 clusters Score -5545920 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -5546646.500000 Penalty: 1050.276733
	Iteration 9Q: 3 clusters Score -5546646 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 78099 members 
Entering Unmasked Estep 
Score: -5547245.000000 Penalty: 1050.276733
	Iteration 10Q: 3 clusters Score -5547245 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -5547885.500000 Penalty: 1050.276733
	Iteration 11Q: 3 clusters Score -5547886 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -5548495.500000 Penalty: 1050.276733
	Iteration 12Q: 3 clusters Score -5548496 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 82936 members 
Entering Unmasked Estep 
Score: -5549159.500000 Penalty: 1050.276733
	Iteration 13Q: 3 clusters Score -5549160 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 84541 members 
Entering Unmasked Estep 
Score: -5549801.000000 Penalty: 1050.276733
	Iteration 14Q: 3 clusters Score -5549801 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
Score: -5550477.000000 Penalty: 1050.276733
	Iteration 15Q: 3 clusters Score -5550477 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -5551230.000000 Penalty: 1050.276733
	Iteration 16Q: 3 clusters Score -5551230 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 89299 members 
Entering Unmasked Estep 
Score: -5552016.000000 Penalty: 1050.276733
	Iteration 17Q: 3 clusters Score -5552016 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 90707 members 
Entering Unmasked Estep 
Score: -5552751.500000 Penalty: 1050.276733
	Iteration 18Q: 3 clusters Score -5552752 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 91950 members 
Entering Unmasked Estep 
Score: -5553457.000000 Penalty: 1050.276733
	Iteration 19Q: 3 clusters Score -5553457 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 93015 members 
Entering Unmasked Estep 
Score: -5554055.000000 Penalty: 1050.276733
	Iteration 20F: 3 clusters Score -5554055 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 93979 members 
Entering Unmasked Estep 
Score: -5554584.500000 Penalty: 1050.276733
	Iteration 21Q: 3 clusters Score -5554584 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -5555009.500000 Penalty: 1050.276733
	Iteration 22Q: 3 clusters Score -5555010 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -5555249.500000 Penalty: 1050.276733
	Iteration 23Q: 3 clusters Score -5555250 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 95926 members 
Entering Unmasked Estep 
Score: -5555425.500000 Penalty: 1050.276733
	Iteration 24Q: 3 clusters Score -5555426 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 96353 members 
Entering Unmasked Estep 
Score: -5555558.500000 Penalty: 1050.276733
	Iteration 25Q: 3 clusters Score -5555558 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 96738 members 
Entering Unmasked Estep 
Score: -5555631.000000 Penalty: 1050.276733
	Iteration 26Q: 3 clusters Score -5555631 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 97080 members 
Entering Unmasked Estep 
Score: -5555734.500000 Penalty: 1050.276733
	Iteration 27Q: 3 clusters Score -5555734 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 97401 members 
Entering Unmasked Estep 
Score: -5555787.000000 Penalty: 1050.276733
	Iteration 28Q: 3 clusters Score -5555787 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 97650 members 
Entering Unmasked Estep 
Score: -5555837.500000 Penalty: 1050.276733
	Iteration 29Q: 3 clusters Score -5555838 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 97878 members 
Entering Unmasked Estep 
Score: -5555859.500000 Penalty: 1050.276733
	Iteration 30Q: 3 clusters Score -5555860 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 98045 members 
Entering Unmasked Estep 
Score: -5555900.000000 Penalty: 1050.276733
	Iteration 31Q: 3 clusters Score -5555900 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 98204 members 
Entering Unmasked Estep 
Score: -5555905.500000 Penalty: 1050.276733
	Iteration 32Q: 3 clusters Score -5555906 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 98351 members 
Entering Unmasked Estep 
Score: -5555934.000000 Penalty: 1050.276733
	Iteration 33Q: 3 clusters Score -5555934 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 98482 members 
Entering Unmasked Estep 
Score: -5555945.500000 Penalty: 1050.276733
	Iteration 34Q: 3 clusters Score -5555946 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 98590 members 
Entering Unmasked Estep 
Score: -5555973.500000 Penalty: 1050.276733
	Iteration 35Q: 3 clusters Score -5555974 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 98688 members 
Entering Unmasked Estep 
Score: -5555979.000000 Penalty: 1050.276733
	Iteration 36Q: 3 clusters Score -5555979 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 98782 members 
Entering Unmasked Estep 
Score: -5556000.000000 Penalty: 1050.276733
	Iteration 37Q: 3 clusters Score -5556000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 98880 members 
Entering Unmasked Estep 
Score: -5556009.500000 Penalty: 1050.276733
	Iteration 38Q: 3 clusters Score -5556010 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 98961 members 
Entering Unmasked Estep 
Score: -5556016.000000 Penalty: 1050.276733
	Iteration 39Q: 3 clusters Score -5556016 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 99027 members 
Entering Unmasked Estep 
Score: -5556007.500000 Penalty: 1050.276733
	Iteration 40F: 3 clusters Score -5556008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 99098 members 
Entering Unmasked Estep 
Score: -5556022.500000 Penalty: 1050.276733
	Iteration 41Q: 3 clusters Score -5556022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 99166 members 
Entering Unmasked Estep 
Score: -5556028.500000 Penalty: 1050.276733
	Iteration 42Q: 3 clusters Score -5556028 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 99226 members 
Entering Unmasked Estep 
Score: -5556036.000000 Penalty: 1050.276733
	Iteration 43Q: 3 clusters Score -5556036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 99280 members 
Entering Unmasked Estep 
Score: -5556038.500000 Penalty: 1050.276733
	Iteration 44Q: 3 clusters Score -5556038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 99328 members 
Entering Unmasked Estep 
Score: -5556037.000000 Penalty: 1050.276733
	Iteration 45Q: 3 clusters Score -5556037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 99377 members 
Entering Unmasked Estep 
Score: -5556041.500000 Penalty: 1050.276733
	Iteration 46Q: 3 clusters Score -5556042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 99422 members 
Entering Unmasked Estep 
Score: -5556052.000000 Penalty: 1050.276733
	Iteration 47Q: 3 clusters Score -5556052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 99462 members 
Entering Unmasked Estep 
Score: -5556053.500000 Penalty: 1050.276733
	Iteration 48Q: 3 clusters Score -5556054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 99502 members 
Entering Unmasked Estep 
Score: -5556054.500000 Penalty: 1050.276733
	Iteration 49Q: 3 clusters Score -5556054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 99537 members 
Entering Unmasked Estep 
Score: -5556056.500000 Penalty: 1050.276733
	Iteration 50Q: 3 clusters Score -5556056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 99568 members 
Entering Unmasked Estep 
Score: -5556051.000000 Penalty: 1050.276733
	Iteration 51Q: 3 clusters Score -5556051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 99595 members 
Entering Unmasked Estep 
Score: -5556056.500000 Penalty: 1050.276733
	Iteration 52Q: 3 clusters Score -5556056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 99638 members 
Entering Unmasked Estep 
Score: -5556059.000000 Penalty: 1050.276733
	Iteration 53Q: 3 clusters Score -5556059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 99680 members 
Entering Unmasked Estep 
Score: -5556057.000000 Penalty: 1050.276733
	Iteration 54Q: 3 clusters Score -5556057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
Score: -5556075.000000 Penalty: 1050.276733
	Iteration 55Q: 3 clusters Score -5556075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 99748 members 
Entering Unmasked Estep 
Score: -5556073.500000 Penalty: 1050.276733
	Iteration 56Q: 3 clusters Score -5556074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 99787 members 
Entering Unmasked Estep 
Score: -5556080.000000 Penalty: 1050.276733
	Iteration 57Q: 3 clusters Score -5556080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -5556072.500000 Penalty: 1050.276733
	Iteration 58Q: 3 clusters Score -5556072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 99844 members 
Entering Unmasked Estep 
Score: -5556067.500000 Penalty: 1050.276733
	Iteration 59Q: 3 clusters Score -5556068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 99866 members 
Entering Unmasked Estep 
Score: -5556078.000000 Penalty: 1050.276733
	Iteration 60F: 3 clusters Score -5556078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 99886 members 
Entering Unmasked Estep 
Score: -5556075.500000 Penalty: 1050.276733
	Iteration 61Q: 3 clusters Score -5556076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -5556070.000000 Penalty: 1050.276733
	Iteration 62Q: 3 clusters Score -5556070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 99921 members 
Entering Unmasked Estep 
Score: -5556068.500000 Penalty: 1050.276733
	Iteration 63Q: 3 clusters Score -5556068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 99945 members 
Entering Unmasked Estep 
Score: -5556068.500000 Penalty: 1050.276733
	Iteration 64Q: 3 clusters Score -5556068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 99966 members 
Entering Unmasked Estep 
Score: -5556067.500000 Penalty: 1050.276733
	Iteration 65Q: 3 clusters Score -5556068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 99982 members 
Entering Unmasked Estep 
Score: -5556068.000000 Penalty: 1050.276733
	Iteration 66Q: 3 clusters Score -5556068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 99995 members 
Entering Unmasked Estep 
Score: -5556070.000000 Penalty: 1050.276733
	Iteration 67Q: 3 clusters Score -5556070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 100003 members 
Entering Unmasked Estep 
Score: -5556073.000000 Penalty: 1050.276733
	Iteration 68Q: 3 clusters Score -5556073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
Score: -5556071.000000 Penalty: 1050.276733
	Iteration 69Q: 3 clusters Score -5556071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 100021 members 
Entering Unmasked Estep 
Score: -5556071.500000 Penalty: 1050.276733
	Iteration 70Q: 3 clusters Score -5556072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 100025 members 
Entering Unmasked Estep 
Score: -5556074.500000 Penalty: 1050.276733
	Iteration 71Q: 3 clusters Score -5556074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 100034 members 
Entering Unmasked Estep 
Score: -5556081.500000 Penalty: 1050.276733
	Iteration 72Q: 3 clusters Score -5556082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 100038 members 
Entering Unmasked Estep 
Score: -5556077.000000 Penalty: 1050.276733
	Iteration 73Q: 3 clusters Score -5556077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 100041 members 
Entering Unmasked Estep 
Score: -5556077.500000 Penalty: 1050.276733
	Iteration 74Q: 3 clusters Score -5556078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 100043 members 
Entering Unmasked Estep 
Score: -5556077.500000 Penalty: 1050.276733
	Iteration 75Q: 3 clusters Score -5556078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 100043 members 
Entering Unmasked Estep 
Score: -5556077.500000 Penalty: 1050.276733
	Iteration 76F: 3 clusters Score -5556078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -56083.484375 Penalty: 322.370422
	Iteration 0F: 2 clusters Score -56083.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -55150.855469 Penalty: 644.740845
	Iteration 0F: 3 clusters Score -55150.86 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -55427.921875 Penalty: 644.740845
	Iteration 1F: 3 clusters Score -55427.92 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -55470.718750 Penalty: 644.740845
	Iteration 2F: 3 clusters Score -55470.72 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -55494.324219 Penalty: 644.740845
	Iteration 3Q: 3 clusters Score -55494.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -55513.847656 Penalty: 644.740845
	Iteration 4Q: 3 clusters Score -55513.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -55540.714844 Penalty: 644.740845
	Iteration 5Q: 3 clusters Score -55540.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -55560.027344 Penalty: 644.740845
	Iteration 6Q: 3 clusters Score -55560.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -55572.191406 Penalty: 644.740845
	Iteration 7Q: 3 clusters Score -55572.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -55589.550781 Penalty: 644.740845
	Iteration 8Q: 3 clusters Score -55589.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -55603.140625 Penalty: 644.740845
	Iteration 9Q: 3 clusters Score -55603.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -55611.847656 Penalty: 644.740845
	Iteration 10Q: 3 clusters Score -55611.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -55619.859375 Penalty: 644.740845
	Iteration 11Q: 3 clusters Score -55619.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -55627.359375 Penalty: 644.740845
	Iteration 12Q: 3 clusters Score -55627.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -55636.351562 Penalty: 644.740845
	Iteration 13Q: 3 clusters Score -55636.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -55643.253906 Penalty: 644.740845
	Iteration 14Q: 3 clusters Score -55643.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -55656.875000 Penalty: 644.740845
	Iteration 15Q: 3 clusters Score -55656.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -55675.328125 Penalty: 644.740845
	Iteration 16Q: 3 clusters Score -55675.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -55694.843750 Penalty: 644.740845
	Iteration 17Q: 3 clusters Score -55694.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -55711.195312 Penalty: 644.740845
	Iteration 18Q: 3 clusters Score -55711.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -55720.089844 Penalty: 644.740845
	Iteration 19Q: 3 clusters Score -55720.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -55728.250000 Penalty: 644.740845
	Iteration 20F: 3 clusters Score -55728.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -55732.699219 Penalty: 644.740845
	Iteration 21Q: 3 clusters Score -55732.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -55743.308594 Penalty: 644.740845
	Iteration 22Q: 3 clusters Score -55743.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -55753.750000 Penalty: 644.740845
	Iteration 23Q: 3 clusters Score -55753.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -55757.140625 Penalty: 644.740845
	Iteration 24Q: 3 clusters Score -55757.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -55759.945312 Penalty: 644.740845
	Iteration 25Q: 3 clusters Score -55759.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -55763.003906 Penalty: 644.740845
	Iteration 26Q: 3 clusters Score -55763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -55766.574219 Penalty: 644.740845
	Iteration 27Q: 3 clusters Score -55766.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -55773.148438 Penalty: 644.740845
	Iteration 28Q: 3 clusters Score -55773.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -55780.992188 Penalty: 644.740845
	Iteration 29Q: 3 clusters Score -55780.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -55797.500000 Penalty: 644.740845
	Iteration 30Q: 3 clusters Score -55797.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -55808.183594 Penalty: 644.740845
	Iteration 31Q: 3 clusters Score -55808.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -55811.679688 Penalty: 644.740845
	Iteration 32Q: 3 clusters Score -55811.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -55819.828125 Penalty: 644.740845
	Iteration 33Q: 3 clusters Score -55819.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -55830.882812 Penalty: 644.740845
	Iteration 34Q: 3 clusters Score -55830.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -55873.578125 Penalty: 644.740845
	Iteration 35Q: 3 clusters Score -55873.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -55929.488281 Penalty: 644.740845
	Iteration 36Q: 3 clusters Score -55929.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -55988.542969 Penalty: 644.740845
	Iteration 37Q: 3 clusters Score -55988.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -56031.632812 Penalty: 644.740845
	Iteration 38Q: 3 clusters Score -56031.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -56053.757812 Penalty: 644.740845
	Iteration 39Q: 3 clusters Score -56053.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -56065.695312 Penalty: 644.740845
	Iteration 40F: 3 clusters Score -56065.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -56073.609375 Penalty: 644.740845
	Iteration 41Q: 3 clusters Score -56073.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -56088.628906 Penalty: 644.740845
	Iteration 42Q: 3 clusters Score -56088.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -56110.757812 Penalty: 644.740845
	Iteration 43Q: 3 clusters Score -56110.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -56128.093750 Penalty: 644.740845
	Iteration 44Q: 3 clusters Score -56128.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -56146.304688 Penalty: 644.740845
	Iteration 45Q: 3 clusters Score -56146.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -56155.382812 Penalty: 644.740845
	Iteration 46Q: 3 clusters Score -56155.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -56159.968750 Penalty: 644.740845
	Iteration 47Q: 3 clusters Score -56159.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -56160.968750 Penalty: 644.740845
	Iteration 48Q: 3 clusters Score -56160.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -56164.289062 Penalty: 644.740845
	Iteration 49Q: 3 clusters Score -56164.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -56164.902344 Penalty: 644.740845
	Iteration 50Q: 3 clusters Score -56164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -56165.566406 Penalty: 644.740845
	Iteration 51Q: 3 clusters Score -56165.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -56184.222656 Penalty: 644.740845
	Iteration 52F: 3 clusters Score -56184.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -56205.640625 Penalty: 644.740845
	Iteration 53Q: 3 clusters Score -56205.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -56208.812500 Penalty: 644.740845
	Iteration 54Q: 3 clusters Score -56208.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -56213.292969 Penalty: 644.740845
	Iteration 55Q: 3 clusters Score -56213.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -56214.750000 Penalty: 644.740845
	Iteration 56Q: 3 clusters Score -56214.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -56215.414062 Penalty: 644.740845
	Iteration 57Q: 3 clusters Score -56215.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -56215.414062 Penalty: 644.740845
	Iteration 58F: 3 clusters Score -56215.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 49829 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 9049 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48423 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 830 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 102899 members 
Mstep: Class 26 contains 361 members 
Mstep: Class 27 contains 313 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 288972 members 
Mstep: Class 34 contains 161 members 
Mstep: Class 35 contains 833 members 
Entering Unmasked Estep 
Score: -27471972.000000 Penalty: 21005.037109
Splitting cluster 26 changes total score from -27471460.000000 to -27471972.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 27 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -12168.350586 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -12168.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11852.513672 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -11852.51 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -12081.988281 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -12081.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12140.494141 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -12140.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -12205.280273 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -12205.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -12273.742188 Penalty: 522.904541
	Iteration 4F: 3 clusters Score -12273.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12316.612305 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -12316.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12362.750977 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -12362.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12389.552734 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -12389.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12392.807617 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -12392.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12399.246094 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -12399.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12400.965820 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -12400.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12402.052734 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -12402.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12402.304688 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -12402.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12402.304688 Penalty: 522.904541
	Iteration 13F: 3 clusters Score -12402.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 49829 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 9049 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48423 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 830 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 102899 members 
Mstep: Class 26 contains 361 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 288972 members 
Mstep: Class 34 contains 161 members 
Mstep: Class 35 contains 833 members 
Mstep: Class 36 contains 191 members 
Entering Unmasked Estep 
Score: -27471872.000000 Penalty: 21605.181641
Splitting cluster 27 changes total score from -27471460.000000 to -27471872.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 28 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -13830.699219 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -13830.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13458.382812 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -13458.38 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13526.075195 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -13526.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13554.072266 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -13554.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13567.688477 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -13567.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13573.589844 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -13573.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13578.209961 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -13578.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13594.176758 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -13594.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13599.718750 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -13599.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13602.615234 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -13602.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13603.910156 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -13603.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13604.998047 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -13605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13605.318359 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -13605.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13606.281250 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -13606.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13607.178711 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -13607.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13608.003906 Penalty: 522.904541
	Iteration 14Q: 3 clusters Score -13608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13608.003906 Penalty: 522.904541
	Iteration 15F: 3 clusters Score -13608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -6130.821777 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -6130.822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5906.855469 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -5906.855 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6100.502930 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -6100.503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6142.618164 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -6142.618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -6151.882324 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -6151.882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -6162.704102 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -6162.704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -6166.835449 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -6166.835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -6171.117676 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -6171.118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -6173.143066 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -6173.143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -6173.143066 Penalty: 445.703430
	Iteration 8F: 3 clusters Score -6173.143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 49829 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 9049 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48423 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 830 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 102899 members 
Mstep: Class 26 contains 361 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 111 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 288972 members 
Mstep: Class 34 contains 161 members 
Mstep: Class 35 contains 833 members 
Mstep: Class 36 contains 191 members 
Mstep: Class 37 contains 23 members 
Entering Unmasked Estep 
Score: -27471536.000000 Penalty: 22205.326172
Splitting cluster 29 changes total score from -27471460.000000 to -27471536.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -25643.544922 Penalty: 289.830505
	Iteration 0F: 2 clusters Score -25643.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -25135.962891 Penalty: 579.661011
	Iteration 0F: 3 clusters Score -25135.96 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -25363.248047 Penalty: 579.661011
	Iteration 1F: 3 clusters Score -25363.25 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25421.820312 Penalty: 579.661011
	Iteration 2F: 3 clusters Score -25421.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -25484.919922 Penalty: 579.661011
	Iteration 3F: 3 clusters Score -25484.92 nChanged 23
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: -25530.472656 Penalty: 579.661011
	Iteration 4Q: 3 clusters Score -25530.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -25566.046875 Penalty: 579.661011
	Iteration 5Q: 3 clusters Score -25566.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -25599.052734 Penalty: 579.661011
	Iteration 6Q: 3 clusters Score -25599.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -25626.482422 Penalty: 579.661011
	Iteration 7Q: 3 clusters Score -25626.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -25653.611328 Penalty: 579.661011
	Iteration 8Q: 3 clusters Score -25653.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -25671.109375 Penalty: 579.661011
	Iteration 9Q: 3 clusters Score -25671.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -25687.896484 Penalty: 579.661011
	Iteration 10Q: 3 clusters Score -25687.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25697.335938 Penalty: 579.661011
	Iteration 11Q: 3 clusters Score -25697.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -25708.869141 Penalty: 579.661011
	Iteration 12Q: 3 clusters Score -25708.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -25713.283203 Penalty: 579.661011
	Iteration 13Q: 3 clusters Score -25713.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25714.916016 Penalty: 579.661011
	Iteration 14Q: 3 clusters Score -25714.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -25715.603516 Penalty: 579.661011
	Iteration 15Q: 3 clusters Score -25715.6 nChanged 1
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: -25715.843750 Penalty: 579.661011
	Iteration 16Q: 3 clusters Score -25715.84 nChanged 0
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: -25717.296875 Penalty: 579.661011
	Iteration 17F: 3 clusters Score -25717.3 nChanged 2
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: -25721.498047 Penalty: 579.661011
	Iteration 18Q: 3 clusters Score -25721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -25722.019531 Penalty: 579.661011
	Iteration 19Q: 3 clusters Score -25722.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25722.109375 Penalty: 579.661011
	Iteration 20F: 3 clusters Score -25722.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 49829 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 9049 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48423 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 830 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 102899 members 
Mstep: Class 26 contains 361 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 111 members 
Mstep: Class 30 contains 286 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 288972 members 
Mstep: Class 34 contains 161 members 
Mstep: Class 35 contains 833 members 
Mstep: Class 36 contains 191 members 
Mstep: Class 37 contains 23 members 
Mstep: Class 38 contains 298 members 
Entering Unmasked Estep 
Score: -27471322.000000 Penalty: 22805.468750
Splitting cluster 30 changes total score from -27471460.000000 to -27471322.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -57811.804688 Penalty: 320.304565
	Iteration 0F: 2 clusters Score -57811.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -56938.750000 Penalty: 640.609131
	Iteration 0F: 3 clusters Score -56938.75 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -57304.582031 Penalty: 640.609131
	Iteration 1F: 3 clusters Score -57304.58 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -57460.152344 Penalty: 640.609131
	Iteration 2F: 3 clusters Score -57460.15 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -57518.476562 Penalty: 640.609131
	Iteration 3F: 3 clusters Score -57518.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -57535.949219 Penalty: 640.609131
	Iteration 4Q: 3 clusters Score -57535.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -57549.640625 Penalty: 640.609131
	Iteration 5Q: 3 clusters Score -57549.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -57560.605469 Penalty: 640.609131
	Iteration 6Q: 3 clusters Score -57560.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -57568.714844 Penalty: 640.609131
	Iteration 7Q: 3 clusters Score -57568.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -57574.789062 Penalty: 640.609131
	Iteration 8Q: 3 clusters Score -57574.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -57577.500000 Penalty: 640.609131
	Iteration 9Q: 3 clusters Score -57577.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -57580.910156 Penalty: 640.609131
	Iteration 10Q: 3 clusters Score -57580.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -57583.664062 Penalty: 640.609131
	Iteration 11Q: 3 clusters Score -57583.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -57586.421875 Penalty: 640.609131
	Iteration 12Q: 3 clusters Score -57586.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -57587.171875 Penalty: 640.609131
	Iteration 13Q: 3 clusters Score -57587.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -57588.183594 Penalty: 640.609131
	Iteration 14Q: 3 clusters Score -57588.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -57588.968750 Penalty: 640.609131
	Iteration 15Q: 3 clusters Score -57588.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -57589.605469 Penalty: 640.609131
	Iteration 16Q: 3 clusters Score -57589.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -57589.832031 Penalty: 640.609131
	Iteration 17Q: 3 clusters Score -57589.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -57589.894531 Penalty: 640.609131
	Iteration 18Q: 3 clusters Score -57589.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -57589.894531 Penalty: 640.609131
	Iteration 19F: 3 clusters Score -57589.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (74 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Entering Unmasked Estep 
Score: -2291.147461 Penalty: 195.834961
	Iteration 0F: 2 clusters Score -2291.147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2123.646729 Penalty: 391.669922
	Iteration 0F: 3 clusters Score -2123.647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2163.353027 Penalty: 391.669922
	Iteration 1F: 3 clusters Score -2163.353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2180.414307 Penalty: 391.669922
	Iteration 2Q: 3 clusters Score -2180.414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2185.870361 Penalty: 391.669922
	Iteration 3Q: 3 clusters Score -2185.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2185.870361 Penalty: 391.669922
	Iteration 4F: 3 clusters Score -2185.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 49829 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 9049 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48423 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 830 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 102899 members 
Mstep: Class 26 contains 361 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 111 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 37. Lose 169.972580 but Gain 600.144531
Score: -27472264.000000 Penalty: 21605.181641
Iteration 199Q: 37 clusters Score -2.747226e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 49852 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 9110 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48440 members 
Mstep: Class 12 contains 2950 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 830 members 
Mstep: Class 20 contains 1823 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 103085 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 124 members 
Mstep: Class 28 contains 314 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 1138 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 288462 members 
Mstep: Class 34 contains 157 members 
Mstep: Class 35 contains 783 members 
Mstep: Class 36 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473084.000000 Penalty: 21605.181641
Iteration 200F: 37 clusters Score -2.747308e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1028 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 49753 members 
Mstep: Class 5 contains 2978 members 
Mstep: Class 6 contains 9124 members 
Mstep: Class 7 contains 153 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 736 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48284 members 
Mstep: Class 12 contains 2938 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4046 members 
Mstep: Class 18 contains 506 members 
Mstep: Class 19 contains 830 members 
Mstep: Class 20 contains 1845 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 102962 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 315 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 575 members 
Mstep: Class 31 contains 1138 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 288689 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 810 members 
Mstep: Class 36 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473270.000000 Penalty: 21605.181641
Iteration 201Q: 37 clusters Score -2.747327e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1028 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 49677 members 
Mstep: Class 5 contains 2938 members 
Mstep: Class 6 contains 9168 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 204 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48172 members 
Mstep: Class 12 contains 2923 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 487 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 1869 members 
Mstep: Class 21 contains 367 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 102826 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 315 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 569 members 
Mstep: Class 31 contains 1137 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 288828 members 
Mstep: Class 34 contains 175 members 
Mstep: Class 35 contains 847 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473336.000000 Penalty: 21605.181641
Iteration 202Q: 37 clusters Score -2.747334e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1028 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 49624 members 
Mstep: Class 5 contains 2893 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 205 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48101 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2605 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 471 members 
Mstep: Class 19 contains 830 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 523 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 102649 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 124 members 
Mstep: Class 28 contains 315 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 1138 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 288914 members 
Mstep: Class 34 contains 181 members 
Mstep: Class 35 contains 871 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473474.000000 Penalty: 21605.181641
Iteration 203Q: 37 clusters Score -2.747347e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 49583 members 
Mstep: Class 5 contains 2860 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48050 members 
Mstep: Class 12 contains 2903 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 2693 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 456 members 
Mstep: Class 19 contains 829 members 
Mstep: Class 20 contains 1939 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 517 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 102465 members 
Mstep: Class 26 contains 674 members 
Mstep: Class 27 contains 127 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 562 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 289004 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 36 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473540.000000 Penalty: 21605.181641
Iteration 204Q: 37 clusters Score -2.747354e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 612 members 
Mstep: Class 4 contains 49548 members 
Mstep: Class 5 contains 2835 members 
Mstep: Class 6 contains 9293 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48020 members 
Mstep: Class 12 contains 2894 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 2784 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4044 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 830 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 102250 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 129 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 557 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 289107 members 
Mstep: Class 34 contains 187 members 
Mstep: Class 35 contains 943 members 
Mstep: Class 36 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473586.000000 Penalty: 21605.181641
Iteration 205Q: 37 clusters Score -2.747359e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 49523 members 
Mstep: Class 5 contains 2821 members 
Mstep: Class 6 contains 9333 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48016 members 
Mstep: Class 12 contains 2884 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 14 contains 2880 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4044 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 102042 members 
Mstep: Class 26 contains 729 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 289188 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 978 members 
Mstep: Class 36 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473644.000000 Penalty: 21605.181641
Iteration 206Q: 37 clusters Score -2.747364e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 606 members 
Mstep: Class 4 contains 49500 members 
Mstep: Class 5 contains 2797 members 
Mstep: Class 6 contains 9374 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 48008 members 
Mstep: Class 12 contains 2871 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 2975 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 101846 members 
Mstep: Class 26 contains 757 members 
Mstep: Class 27 contains 135 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 289262 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 1017 members 
Mstep: Class 36 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473668.000000 Penalty: 21605.181641
Iteration 207Q: 37 clusters Score -2.747367e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 610 members 
Mstep: Class 4 contains 49483 members 
Mstep: Class 5 contains 2764 members 
Mstep: Class 6 contains 9418 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47994 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 3070 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 834 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 393 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 101631 members 
Mstep: Class 26 contains 790 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 1140 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 289334 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 1051 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473698.000000 Penalty: 21605.181641
Iteration 208Q: 37 clusters Score -2.74737e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 49474 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 9468 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47986 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 3171 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4041 members 
Mstep: Class 18 contains 416 members 
Mstep: Class 19 contains 834 members 
Mstep: Class 20 contains 2053 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 513 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 101396 members 
Mstep: Class 26 contains 814 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1140 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 289390 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1077 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473700.000000 Penalty: 21605.181641
Iteration 209Q: 37 clusters Score -2.74737e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 49465 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 9521 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 732 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47981 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 3288 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4040 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 835 members 
Mstep: Class 20 contains 2071 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 513 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 101138 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1140 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 289453 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473786.000000 Penalty: 21605.181641
Iteration 210Q: 37 clusters Score -2.747379e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 49453 members 
Mstep: Class 5 contains 2730 members 
Mstep: Class 6 contains 9579 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 732 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47971 members 
Mstep: Class 12 contains 2853 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 3398 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4040 members 
Mstep: Class 18 contains 411 members 
Mstep: Class 19 contains 835 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 512 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 100899 members 
Mstep: Class 26 contains 840 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1140 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 289510 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 1135 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473736.000000 Penalty: 21605.181641
Iteration 211Q: 37 clusters Score -2.747374e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 49436 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 9631 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47963 members 
Mstep: Class 12 contains 2843 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 3514 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4039 members 
Mstep: Class 18 contains 407 members 
Mstep: Class 19 contains 835 members 
Mstep: Class 20 contains 2095 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 100644 members 
Mstep: Class 26 contains 855 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1140 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 289587 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1161 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473724.000000 Penalty: 21605.181641
Iteration 212Q: 37 clusters Score -2.747372e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 49420 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 9693 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47959 members 
Mstep: Class 12 contains 2834 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 3627 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4038 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 835 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 510 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 100384 members 
Mstep: Class 26 contains 858 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1140 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 289671 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 1175 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473752.000000 Penalty: 21605.181641
Iteration 213Q: 37 clusters Score -2.747375e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 49412 members 
Mstep: Class 5 contains 2719 members 
Mstep: Class 6 contains 9751 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47963 members 
Mstep: Class 12 contains 2823 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 3763 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4038 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 2113 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 100119 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 289730 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 1189 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473714.000000 Penalty: 21605.181641
Iteration 214Q: 37 clusters Score -2.747371e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 49400 members 
Mstep: Class 5 contains 2712 members 
Mstep: Class 6 contains 9817 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47962 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 3899 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4038 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2122 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 99848 members 
Mstep: Class 26 contains 876 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 289789 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1202 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473746.000000 Penalty: 21605.181641
Iteration 215Q: 37 clusters Score -2.747375e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 49395 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 9875 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47965 members 
Mstep: Class 12 contains 2810 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 4025 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4038 members 
Mstep: Class 18 contains 389 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2128 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 99562 members 
Mstep: Class 26 contains 879 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 289888 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1209 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473740.000000 Penalty: 21605.181641
Iteration 216Q: 37 clusters Score -2.747374e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 49390 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 9934 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47961 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 4135 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4038 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 99277 members 
Mstep: Class 26 contains 884 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 289995 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1214 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473770.000000 Penalty: 21605.181641
Iteration 217Q: 37 clusters Score -2.747377e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 49390 members 
Mstep: Class 5 contains 2710 members 
Mstep: Class 6 contains 10005 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47967 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 4249 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4037 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2144 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 99027 members 
Mstep: Class 26 contains 884 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1144 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 290041 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1216 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473830.000000 Penalty: 21605.181641
Iteration 218Q: 37 clusters Score -2.747383e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 49389 members 
Mstep: Class 5 contains 2710 members 
Mstep: Class 6 contains 10079 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47981 members 
Mstep: Class 12 contains 2771 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 4343 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4037 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2148 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 98772 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 290112 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1219 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473776.000000 Penalty: 21605.181641
Iteration 219Q: 37 clusters Score -2.747378e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 49384 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 10147 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47985 members 
Mstep: Class 12 contains 2765 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 4407 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4037 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 98510 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 290215 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1219 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473690.000000 Penalty: 21605.181641
Iteration 220F: 37 clusters Score -2.747369e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 49382 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47985 members 
Mstep: Class 12 contains 2760 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 4508 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4037 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2170 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 98237 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 290301 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473684.000000 Penalty: 21605.181641
Iteration 221Q: 37 clusters Score -2.747368e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 49369 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 10258 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47993 members 
Mstep: Class 12 contains 2757 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4037 members 
Mstep: Class 18 contains 390 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2183 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 97949 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 290422 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1226 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473626.000000 Penalty: 21605.181641
Iteration 222Q: 37 clusters Score -2.747363e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 49362 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47996 members 
Mstep: Class 12 contains 2752 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 4708 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4037 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2190 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 97674 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 290534 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1232 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473578.000000 Penalty: 21605.181641
Iteration 223Q: 37 clusters Score -2.747358e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 49360 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 10349 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47996 members 
Mstep: Class 12 contains 2744 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4037 members 
Mstep: Class 18 contains 365 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2194 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 97382 members 
Mstep: Class 26 contains 887 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1143 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 290684 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1241 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473474.000000 Penalty: 21605.181641
Iteration 224Q: 37 clusters Score -2.747347e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 49376 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 10403 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47989 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 4911 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4036 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2196 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 97074 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1144 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 290819 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1252 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473342.000000 Penalty: 21605.181641
Iteration 225Q: 37 clusters Score -2.747334e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 49391 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 10474 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47988 members 
Mstep: Class 12 contains 2733 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4036 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2201 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 96788 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1144 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 290918 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1266 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473394.000000 Penalty: 21605.181641
Iteration 226Q: 37 clusters Score -2.747339e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 49410 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 10542 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47980 members 
Mstep: Class 12 contains 2728 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 5080 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4035 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2204 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 96524 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 291012 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1281 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473396.000000 Penalty: 21605.181641
Iteration 227Q: 37 clusters Score -2.74734e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 49417 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 10613 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47976 members 
Mstep: Class 12 contains 2723 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4034 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2204 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 96258 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 291111 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1296 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473356.000000 Penalty: 21605.181641
Iteration 228Q: 37 clusters Score -2.747336e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 49430 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 10683 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47974 members 
Mstep: Class 12 contains 2713 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 372 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2203 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 95974 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 291224 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1313 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473310.000000 Penalty: 21605.181641
Iteration 229Q: 37 clusters Score -2.747331e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1028 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 49431 members 
Mstep: Class 5 contains 2711 members 
Mstep: Class 6 contains 10747 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47962 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 5331 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2197 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 95704 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 291345 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1328 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473236.000000 Penalty: 21605.181641
Iteration 230Q: 37 clusters Score -2.747324e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 49436 members 
Mstep: Class 5 contains 2712 members 
Mstep: Class 6 contains 10816 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47944 members 
Mstep: Class 12 contains 2701 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 5419 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2205 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 95435 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1148 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 291446 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473176.000000 Penalty: 21605.181641
Iteration 231Q: 37 clusters Score -2.747318e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1030 members 
Mstep: Class 3 contains 628 members 
Mstep: Class 4 contains 49442 members 
Mstep: Class 5 contains 2714 members 
Mstep: Class 6 contains 10884 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47936 members 
Mstep: Class 12 contains 2698 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 5510 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2217 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 95156 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1148 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 291537 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1361 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473208.000000 Penalty: 21605.181641
Iteration 232Q: 37 clusters Score -2.747321e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1030 members 
Mstep: Class 3 contains 628 members 
Mstep: Class 4 contains 49447 members 
Mstep: Class 5 contains 2714 members 
Mstep: Class 6 contains 10948 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47928 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 5595 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 372 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2228 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 94904 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 291613 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1372 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473190.000000 Penalty: 21605.181641
Iteration 233Q: 37 clusters Score -2.747319e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 628 members 
Mstep: Class 4 contains 49453 members 
Mstep: Class 5 contains 2713 members 
Mstep: Class 6 contains 11010 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47913 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 5680 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 372 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2238 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 94653 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 291697 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1378 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473184.000000 Penalty: 21605.181641
Iteration 234Q: 37 clusters Score -2.747318e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 628 members 
Mstep: Class 4 contains 49441 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 11078 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47893 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 5781 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 372 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 94379 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 291796 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1388 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473274.000000 Penalty: 21605.181641
Iteration 235Q: 37 clusters Score -2.747327e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 628 members 
Mstep: Class 4 contains 49435 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 11131 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47879 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 5903 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 372 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 94116 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 291874 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1394 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473244.000000 Penalty: 21605.181641
Iteration 236Q: 37 clusters Score -2.747324e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 628 members 
Mstep: Class 4 contains 49430 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 11172 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47853 members 
Mstep: Class 12 contains 2698 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 6042 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 372 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 93824 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 291972 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1403 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473162.000000 Penalty: 21605.181641
Iteration 237Q: 37 clusters Score -2.747316e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 628 members 
Mstep: Class 4 contains 49432 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 11216 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47828 members 
Mstep: Class 12 contains 2699 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 93523 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 292076 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473084.000000 Penalty: 21605.181641
Iteration 238Q: 37 clusters Score -2.747308e+07 nChanged 500
Entering ConstructFrom: 
Score: -27473084.000000 Penalty: 21605.181641
Entering ConstructFrom: 
Trying to split cluster 1 (8528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Entering Unmasked Estep 
Score: -423999.312500 Penalty: 411.825531
	Iteration 0F: 2 clusters Score -423999.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -418253.093750 Penalty: 823.651062
	Iteration 0F: 3 clusters Score -418253.1 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -420572.000000 Penalty: 823.651062
	Iteration 1F: 3 clusters Score -420572 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -420755.500000 Penalty: 823.651062
	Iteration 2F: 3 clusters Score -420755.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -420963.312500 Penalty: 823.651062
	Iteration 3F: 3 clusters Score -420963.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -421206.875000 Penalty: 823.651062
	Iteration 4F: 3 clusters Score -421206.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -421491.093750 Penalty: 823.651062
	Iteration 5F: 3 clusters Score -421491.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -421811.125000 Penalty: 823.651062
	Iteration 6F: 3 clusters Score -421811.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -422063.906250 Penalty: 823.651062
	Iteration 7Q: 3 clusters Score -422063.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -422240.000000 Penalty: 823.651062
	Iteration 8Q: 3 clusters Score -422240 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -422326.000000 Penalty: 823.651062
	Iteration 9Q: 3 clusters Score -422326 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -422382.718750 Penalty: 823.651062
	Iteration 10Q: 3 clusters Score -422382.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -422442.187500 Penalty: 823.651062
	Iteration 11Q: 3 clusters Score -422442.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -422496.656250 Penalty: 823.651062
	Iteration 12Q: 3 clusters Score -422496.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -422553.843750 Penalty: 823.651062
	Iteration 13Q: 3 clusters Score -422553.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -422617.875000 Penalty: 823.651062
	Iteration 14Q: 3 clusters Score -422617.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -422687.437500 Penalty: 823.651062
	Iteration 15Q: 3 clusters Score -422687.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -422743.656250 Penalty: 823.651062
	Iteration 16Q: 3 clusters Score -422743.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -422805.687500 Penalty: 823.651062
	Iteration 17Q: 3 clusters Score -422805.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -422883.843750 Penalty: 823.651062
	Iteration 18Q: 3 clusters Score -422883.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -422977.031250 Penalty: 823.651062
	Iteration 19Q: 3 clusters Score -422977 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -423068.281250 Penalty: 823.651062
	Iteration 20F: 3 clusters Score -423068.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -423187.687500 Penalty: 823.651062
	Iteration 21Q: 3 clusters Score -423187.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -423336.750000 Penalty: 823.651062
	Iteration 22Q: 3 clusters Score -423336.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -423501.906250 Penalty: 823.651062
	Iteration 23Q: 3 clusters Score -423501.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -423624.250000 Penalty: 823.651062
	Iteration 24Q: 3 clusters Score -423624.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -423699.000000 Penalty: 823.651062
	Iteration 25Q: 3 clusters Score -423699 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -423748.875000 Penalty: 823.651062
	Iteration 26Q: 3 clusters Score -423748.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -423781.937500 Penalty: 823.651062
	Iteration 27Q: 3 clusters Score -423781.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -423794.281250 Penalty: 823.651062
	Iteration 28Q: 3 clusters Score -423794.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -423802.687500 Penalty: 823.651062
	Iteration 29Q: 3 clusters Score -423802.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -423807.750000 Penalty: 823.651062
	Iteration 30Q: 3 clusters Score -423807.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -423809.906250 Penalty: 823.651062
	Iteration 31Q: 3 clusters Score -423809.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -423813.625000 Penalty: 823.651062
	Iteration 32Q: 3 clusters Score -423813.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -423814.812500 Penalty: 823.651062
	Iteration 33Q: 3 clusters Score -423814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -423814.750000 Penalty: 823.651062
	Iteration 34Q: 3 clusters Score -423814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -423815.000000 Penalty: 823.651062
	Iteration 35Q: 3 clusters Score -423815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -423814.781250 Penalty: 823.651062
	Iteration 36Q: 3 clusters Score -423814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -423814.906250 Penalty: 823.651062
	Iteration 37Q: 3 clusters Score -423814.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -423815.937500 Penalty: 823.651062
	Iteration 38Q: 3 clusters Score -423815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -423815.750000 Penalty: 823.651062
	Iteration 39Q: 3 clusters Score -423815.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -423823.375000 Penalty: 823.651062
	Iteration 40F: 3 clusters Score -423823.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -423824.312500 Penalty: 823.651062
	Iteration 41Q: 3 clusters Score -423824.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -423824.687500 Penalty: 823.651062
	Iteration 42Q: 3 clusters Score -423824.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -423825.281250 Penalty: 823.651062
	Iteration 43Q: 3 clusters Score -423825.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -423826.156250 Penalty: 823.651062
	Iteration 44Q: 3 clusters Score -423826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -423826.375000 Penalty: 823.651062
	Iteration 45Q: 3 clusters Score -423826.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -423826.000000 Penalty: 823.651062
	Iteration 46Q: 3 clusters Score -423826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -423826.687500 Penalty: 823.651062
	Iteration 47Q: 3 clusters Score -423826.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -423825.843750 Penalty: 823.651062
	Iteration 48Q: 3 clusters Score -423825.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -423827.093750 Penalty: 823.651062
	Iteration 49Q: 3 clusters Score -423827.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -423827.312500 Penalty: 823.651062
	Iteration 50Q: 3 clusters Score -423827.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -423827.312500 Penalty: 823.651062
	Iteration 51Q: 3 clusters Score -423827.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -423827.687500 Penalty: 823.651062
	Iteration 52Q: 3 clusters Score -423827.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -423827.375000 Penalty: 823.651062
	Iteration 53Q: 3 clusters Score -423827.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -423827.781250 Penalty: 823.651062
	Iteration 54Q: 3 clusters Score -423827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -423827.781250 Penalty: 823.651062
	Iteration 55F: 3 clusters Score -423827.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -56315.835938 Penalty: 315.780121
	Iteration 0F: 2 clusters Score -56315.84 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 506 members 
Entering Unmasked Estep 
Score: -55478.781250 Penalty: 631.560242
	Iteration 0F: 3 clusters Score -55478.78 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -55741.933594 Penalty: 631.560242
	Iteration 1F: 3 clusters Score -55741.93 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -55810.562500 Penalty: 631.560242
	Iteration 2F: 3 clusters Score -55810.56 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -55878.281250 Penalty: 631.560242
	Iteration 3F: 3 clusters Score -55878.28 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -55926.785156 Penalty: 631.560242
	Iteration 4F: 3 clusters Score -55926.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -55957.199219 Penalty: 631.560242
	Iteration 5Q: 3 clusters Score -55957.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -55980.906250 Penalty: 631.560242
	Iteration 6Q: 3 clusters Score -55980.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55992.644531 Penalty: 631.560242
	Iteration 7Q: 3 clusters Score -55992.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -56003.085938 Penalty: 631.560242
	Iteration 8Q: 3 clusters Score -56003.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56007.640625 Penalty: 631.560242
	Iteration 9Q: 3 clusters Score -56007.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56013.214844 Penalty: 631.560242
	Iteration 10Q: 3 clusters Score -56013.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56019.714844 Penalty: 631.560242
	Iteration 11Q: 3 clusters Score -56019.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -56026.714844 Penalty: 631.560242
	Iteration 12Q: 3 clusters Score -56026.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56033.261719 Penalty: 631.560242
	Iteration 13Q: 3 clusters Score -56033.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -56037.359375 Penalty: 631.560242
	Iteration 14Q: 3 clusters Score -56037.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -56040.835938 Penalty: 631.560242
	Iteration 15Q: 3 clusters Score -56040.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -56043.082031 Penalty: 631.560242
	Iteration 16Q: 3 clusters Score -56043.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -56044.585938 Penalty: 631.560242
	Iteration 17Q: 3 clusters Score -56044.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -56044.839844 Penalty: 631.560242
	Iteration 18Q: 3 clusters Score -56044.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56045.148438 Penalty: 631.560242
	Iteration 19Q: 3 clusters Score -56045.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56045.148438 Penalty: 631.560242
	Iteration 20F: 3 clusters Score -56045.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -33070.394531 Penalty: 293.135590
	Iteration 0F: 2 clusters Score -33070.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -32493.437500 Penalty: 586.271179
	Iteration 0F: 3 clusters Score -32493.44 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -32646.125000 Penalty: 586.271179
	Iteration 1F: 3 clusters Score -32646.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -32680.642578 Penalty: 586.271179
	Iteration 2F: 3 clusters Score -32680.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -32694.783203 Penalty: 586.271179
	Iteration 3Q: 3 clusters Score -32694.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -32707.453125 Penalty: 586.271179
	Iteration 4Q: 3 clusters Score -32707.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -32716.000000 Penalty: 586.271179
	Iteration 5Q: 3 clusters Score -32716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -32722.597656 Penalty: 586.271179
	Iteration 6Q: 3 clusters Score -32722.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -32727.322266 Penalty: 586.271179
	Iteration 7Q: 3 clusters Score -32727.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -32729.832031 Penalty: 586.271179
	Iteration 8Q: 3 clusters Score -32729.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -32733.179688 Penalty: 586.271179
	Iteration 9Q: 3 clusters Score -32733.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -32736.005859 Penalty: 586.271179
	Iteration 10Q: 3 clusters Score -32736.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -32737.544922 Penalty: 586.271179
	Iteration 11Q: 3 clusters Score -32737.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -32737.988281 Penalty: 586.271179
	Iteration 12Q: 3 clusters Score -32737.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -32739.150391 Penalty: 586.271179
	Iteration 13Q: 3 clusters Score -32739.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -32740.177734 Penalty: 586.271179
	Iteration 14Q: 3 clusters Score -32740.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -32740.177734 Penalty: 586.271179
	Iteration 15F: 3 clusters Score -32740.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Entering Unmasked Estep 
Score: -2723750.000000 Penalty: 491.783783
	Iteration 0F: 2 clusters Score -2723750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -2690669.250000 Penalty: 983.567566
	Iteration 0F: 3 clusters Score -2690669 nChanged 23908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -2706622.000000 Penalty: 983.567566
	Iteration 1F: 3 clusters Score -2706622 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -2709445.500000 Penalty: 983.567566
	Iteration 2F: 3 clusters Score -2709446 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -2713482.500000 Penalty: 983.567566
	Iteration 3F: 3 clusters Score -2713482 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -2717592.750000 Penalty: 983.567566
	Iteration 4F: 3 clusters Score -2717593 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -2720190.250000 Penalty: 983.567566
	Iteration 5F: 3 clusters Score -2720190 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -2721135.750000 Penalty: 983.567566
	Iteration 6Q: 3 clusters Score -2721136 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -2721502.250000 Penalty: 983.567566
	Iteration 7Q: 3 clusters Score -2721502 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -2721722.750000 Penalty: 983.567566
	Iteration 8Q: 3 clusters Score -2721723 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -2721926.500000 Penalty: 983.567566
	Iteration 9Q: 3 clusters Score -2721926 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -2722077.750000 Penalty: 983.567566
	Iteration 10Q: 3 clusters Score -2722078 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -2722212.250000 Penalty: 983.567566
	Iteration 11Q: 3 clusters Score -2722212 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -2722333.750000 Penalty: 983.567566
	Iteration 12Q: 3 clusters Score -2722334 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -2722438.500000 Penalty: 983.567566
	Iteration 13Q: 3 clusters Score -2722438 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -2722545.000000 Penalty: 983.567566
	Iteration 14Q: 3 clusters Score -2722545 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -2722639.250000 Penalty: 983.567566
	Iteration 15Q: 3 clusters Score -2722639 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -2722693.750000 Penalty: 983.567566
	Iteration 16Q: 3 clusters Score -2722694 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -2722756.000000 Penalty: 983.567566
	Iteration 17Q: 3 clusters Score -2722756 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -2722798.000000 Penalty: 983.567566
	Iteration 18Q: 3 clusters Score -2722798 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -2722835.750000 Penalty: 983.567566
	Iteration 19Q: 3 clusters Score -2722836 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -2722873.250000 Penalty: 983.567566
	Iteration 20F: 3 clusters Score -2722873 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -2722898.250000 Penalty: 983.567566
	Iteration 21Q: 3 clusters Score -2722898 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -2722933.250000 Penalty: 983.567566
	Iteration 22Q: 3 clusters Score -2722933 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -2722950.500000 Penalty: 983.567566
	Iteration 23Q: 3 clusters Score -2722950 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -2722967.750000 Penalty: 983.567566
	Iteration 24Q: 3 clusters Score -2722968 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -2722981.250000 Penalty: 983.567566
	Iteration 25Q: 3 clusters Score -2722981 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -2722986.500000 Penalty: 983.567566
	Iteration 26Q: 3 clusters Score -2722986 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -2723001.500000 Penalty: 983.567566
	Iteration 27Q: 3 clusters Score -2723002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -2723017.750000 Penalty: 983.567566
	Iteration 28Q: 3 clusters Score -2723018 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -2723040.500000 Penalty: 983.567566
	Iteration 29Q: 3 clusters Score -2723040 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -2723054.000000 Penalty: 983.567566
	Iteration 30Q: 3 clusters Score -2723054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -2723072.000000 Penalty: 983.567566
	Iteration 31Q: 3 clusters Score -2723072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -2723084.750000 Penalty: 983.567566
	Iteration 32Q: 3 clusters Score -2723085 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -2723093.250000 Penalty: 983.567566
	Iteration 33Q: 3 clusters Score -2723093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -2723111.000000 Penalty: 983.567566
	Iteration 34Q: 3 clusters Score -2723111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -2723118.750000 Penalty: 983.567566
	Iteration 35Q: 3 clusters Score -2723119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -2723130.750000 Penalty: 983.567566
	Iteration 36Q: 3 clusters Score -2723131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -2723143.500000 Penalty: 983.567566
	Iteration 37Q: 3 clusters Score -2723144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -2723163.500000 Penalty: 983.567566
	Iteration 38Q: 3 clusters Score -2723164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -2723174.750000 Penalty: 983.567566
	Iteration 39Q: 3 clusters Score -2723175 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -2723192.250000 Penalty: 983.567566
	Iteration 40F: 3 clusters Score -2723192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -2723205.000000 Penalty: 983.567566
	Iteration 41Q: 3 clusters Score -2723205 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -2723225.500000 Penalty: 983.567566
	Iteration 42Q: 3 clusters Score -2723226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -2723237.500000 Penalty: 983.567566
	Iteration 43Q: 3 clusters Score -2723238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -2723257.750000 Penalty: 983.567566
	Iteration 44Q: 3 clusters Score -2723258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -2723273.500000 Penalty: 983.567566
	Iteration 45Q: 3 clusters Score -2723274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -2723287.500000 Penalty: 983.567566
	Iteration 46Q: 3 clusters Score -2723288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -2723298.750000 Penalty: 983.567566
	Iteration 47Q: 3 clusters Score -2723299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -2723308.000000 Penalty: 983.567566
	Iteration 48Q: 3 clusters Score -2723308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -2723319.500000 Penalty: 983.567566
	Iteration 49Q: 3 clusters Score -2723320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -2723326.750000 Penalty: 983.567566
	Iteration 50Q: 3 clusters Score -2723327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -2723338.500000 Penalty: 983.567566
	Iteration 51Q: 3 clusters Score -2723338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -2723343.000000 Penalty: 983.567566
	Iteration 52Q: 3 clusters Score -2723343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -2723347.000000 Penalty: 983.567566
	Iteration 53Q: 3 clusters Score -2723347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -2723354.500000 Penalty: 983.567566
	Iteration 54Q: 3 clusters Score -2723354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -2723353.500000 Penalty: 983.567566
	Iteration 55Q: 3 clusters Score -2723354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -2723363.750000 Penalty: 983.567566
	Iteration 56Q: 3 clusters Score -2723364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -2723364.000000 Penalty: 983.567566
	Iteration 57Q: 3 clusters Score -2723364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -2723364.250000 Penalty: 983.567566
	Iteration 58Q: 3 clusters Score -2723364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -2723366.000000 Penalty: 983.567566
	Iteration 59Q: 3 clusters Score -2723366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -2723375.250000 Penalty: 983.567566
	Iteration 60F: 3 clusters Score -2723375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -2723374.750000 Penalty: 983.567566
	Iteration 61Q: 3 clusters Score -2723375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -2723378.000000 Penalty: 983.567566
	Iteration 62Q: 3 clusters Score -2723378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -2723379.750000 Penalty: 983.567566
	Iteration 63Q: 3 clusters Score -2723380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -2723381.250000 Penalty: 983.567566
	Iteration 64Q: 3 clusters Score -2723381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -2723382.500000 Penalty: 983.567566
	Iteration 65Q: 3 clusters Score -2723382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -2723384.250000 Penalty: 983.567566
	Iteration 66Q: 3 clusters Score -2723384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -2723388.250000 Penalty: 983.567566
	Iteration 67Q: 3 clusters Score -2723388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -2723390.250000 Penalty: 983.567566
	Iteration 68Q: 3 clusters Score -2723390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -2723397.250000 Penalty: 983.567566
	Iteration 69Q: 3 clusters Score -2723397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -2723400.000000 Penalty: 983.567566
	Iteration 70Q: 3 clusters Score -2723400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -2723402.500000 Penalty: 983.567566
	Iteration 71Q: 3 clusters Score -2723402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -2723400.000000 Penalty: 983.567566
	Iteration 72Q: 3 clusters Score -2723400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -2723406.750000 Penalty: 983.567566
	Iteration 73Q: 3 clusters Score -2723407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -2723408.500000 Penalty: 983.567566
	Iteration 74Q: 3 clusters Score -2723408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -2723410.000000 Penalty: 983.567566
	Iteration 75Q: 3 clusters Score -2723410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -2723412.750000 Penalty: 983.567566
	Iteration 76Q: 3 clusters Score -2723413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -2723415.000000 Penalty: 983.567566
	Iteration 77Q: 3 clusters Score -2723415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -2723416.250000 Penalty: 983.567566
	Iteration 78Q: 3 clusters Score -2723416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -2723420.250000 Penalty: 983.567566
	Iteration 79Q: 3 clusters Score -2723420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -2723418.750000 Penalty: 983.567566
	Iteration 80F: 3 clusters Score -2723419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -2723422.250000 Penalty: 983.567566
	Iteration 81Q: 3 clusters Score -2723422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -2723423.250000 Penalty: 983.567566
	Iteration 82Q: 3 clusters Score -2723423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -2723424.500000 Penalty: 983.567566
	Iteration 83Q: 3 clusters Score -2723424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -2723429.250000 Penalty: 983.567566
	Iteration 84Q: 3 clusters Score -2723429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -2723428.500000 Penalty: 983.567566
	Iteration 85Q: 3 clusters Score -2723428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -2723428.000000 Penalty: 983.567566
	Iteration 86Q: 3 clusters Score -2723428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -2723426.000000 Penalty: 983.567566
	Iteration 87Q: 3 clusters Score -2723426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -2723430.000000 Penalty: 983.567566
	Iteration 88Q: 3 clusters Score -2723430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -2723428.750000 Penalty: 983.567566
	Iteration 89Q: 3 clusters Score -2723429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -2723429.750000 Penalty: 983.567566
	Iteration 90Q: 3 clusters Score -2723430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -2723431.000000 Penalty: 983.567566
	Iteration 91Q: 3 clusters Score -2723431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -2723431.000000 Penalty: 983.567566
	Iteration 92F: 3 clusters Score -2723431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -140221.937500 Penalty: 359.580017
	Iteration 0F: 2 clusters Score -140221.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -138350.796875 Penalty: 719.160034
	Iteration 0F: 3 clusters Score -138350.8 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -138926.640625 Penalty: 719.160034
	Iteration 1F: 3 clusters Score -138926.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -138981.015625 Penalty: 719.160034
	Iteration 2F: 3 clusters Score -138981 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -139021.484375 Penalty: 719.160034
	Iteration 3Q: 3 clusters Score -139021.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -139061.468750 Penalty: 719.160034
	Iteration 4Q: 3 clusters Score -139061.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -139101.640625 Penalty: 719.160034
	Iteration 5Q: 3 clusters Score -139101.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -139142.203125 Penalty: 719.160034
	Iteration 6Q: 3 clusters Score -139142.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -139192.281250 Penalty: 719.160034
	Iteration 7Q: 3 clusters Score -139192.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -139251.171875 Penalty: 719.160034
	Iteration 8Q: 3 clusters Score -139251.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -139320.875000 Penalty: 719.160034
	Iteration 9Q: 3 clusters Score -139320.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -139400.343750 Penalty: 719.160034
	Iteration 10Q: 3 clusters Score -139400.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -139453.500000 Penalty: 719.160034
	Iteration 11Q: 3 clusters Score -139453.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -139502.890625 Penalty: 719.160034
	Iteration 12Q: 3 clusters Score -139502.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -139561.718750 Penalty: 719.160034
	Iteration 13Q: 3 clusters Score -139561.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -139621.125000 Penalty: 719.160034
	Iteration 14Q: 3 clusters Score -139621.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -139678.359375 Penalty: 719.160034
	Iteration 15Q: 3 clusters Score -139678.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -139722.765625 Penalty: 719.160034
	Iteration 16Q: 3 clusters Score -139722.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -139764.156250 Penalty: 719.160034
	Iteration 17Q: 3 clusters Score -139764.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -139799.187500 Penalty: 719.160034
	Iteration 18Q: 3 clusters Score -139799.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -139836.468750 Penalty: 719.160034
	Iteration 19Q: 3 clusters Score -139836.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -139857.937500 Penalty: 719.160034
	Iteration 20F: 3 clusters Score -139857.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -139870.296875 Penalty: 719.160034
	Iteration 21Q: 3 clusters Score -139870.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -139885.453125 Penalty: 719.160034
	Iteration 22Q: 3 clusters Score -139885.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -139894.328125 Penalty: 719.160034
	Iteration 23Q: 3 clusters Score -139894.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -139900.078125 Penalty: 719.160034
	Iteration 24Q: 3 clusters Score -139900.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -139903.515625 Penalty: 719.160034
	Iteration 25Q: 3 clusters Score -139903.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -139907.500000 Penalty: 719.160034
	Iteration 26Q: 3 clusters Score -139907.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -139909.703125 Penalty: 719.160034
	Iteration 27Q: 3 clusters Score -139909.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -139911.125000 Penalty: 719.160034
	Iteration 28Q: 3 clusters Score -139911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -139912.484375 Penalty: 719.160034
	Iteration 29Q: 3 clusters Score -139912.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -139915.781250 Penalty: 719.160034
	Iteration 30Q: 3 clusters Score -139915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -139918.093750 Penalty: 719.160034
	Iteration 31Q: 3 clusters Score -139918.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -139918.093750 Penalty: 719.160034
	Iteration 32F: 3 clusters Score -139918.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Entering Unmasked Estep 
Score: -649006.500000 Penalty: 424.421539
	Iteration 0F: 2 clusters Score -649006.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -641427.812500 Penalty: 848.843079
	Iteration 0F: 3 clusters Score -641427.8 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -644520.187500 Penalty: 848.843079
	Iteration 1F: 3 clusters Score -644520.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -644675.625000 Penalty: 848.843079
	Iteration 2Q: 3 clusters Score -644675.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -644870.562500 Penalty: 848.843079
	Iteration 3Q: 3 clusters Score -644870.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -645149.125000 Penalty: 848.843079
	Iteration 4Q: 3 clusters Score -645149.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -645577.812500 Penalty: 848.843079
	Iteration 5F: 3 clusters Score -645577.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -646145.187500 Penalty: 848.843079
	Iteration 6F: 3 clusters Score -646145.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -646689.687500 Penalty: 848.843079
	Iteration 7F: 3 clusters Score -646689.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -647000.750000 Penalty: 848.843079
	Iteration 8Q: 3 clusters Score -647000.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -647178.187500 Penalty: 848.843079
	Iteration 9Q: 3 clusters Score -647178.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -647294.375000 Penalty: 848.843079
	Iteration 10Q: 3 clusters Score -647294.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -647386.375000 Penalty: 848.843079
	Iteration 11Q: 3 clusters Score -647386.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -647480.875000 Penalty: 848.843079
	Iteration 12Q: 3 clusters Score -647480.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -647579.750000 Penalty: 848.843079
	Iteration 13Q: 3 clusters Score -647579.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -647700.250000 Penalty: 848.843079
	Iteration 14Q: 3 clusters Score -647700.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -647810.562500 Penalty: 848.843079
	Iteration 15Q: 3 clusters Score -647810.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -647901.937500 Penalty: 848.843079
	Iteration 16Q: 3 clusters Score -647901.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -647988.250000 Penalty: 848.843079
	Iteration 17Q: 3 clusters Score -647988.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -648069.750000 Penalty: 848.843079
	Iteration 18Q: 3 clusters Score -648069.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -648154.437500 Penalty: 848.843079
	Iteration 19Q: 3 clusters Score -648154.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -648235.187500 Penalty: 848.843079
	Iteration 20F: 3 clusters Score -648235.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -648320.937500 Penalty: 848.843079
	Iteration 21Q: 3 clusters Score -648320.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -648406.687500 Penalty: 848.843079
	Iteration 22Q: 3 clusters Score -648406.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -648471.812500 Penalty: 848.843079
	Iteration 23Q: 3 clusters Score -648471.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -648529.437500 Penalty: 848.843079
	Iteration 24Q: 3 clusters Score -648529.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -648568.125000 Penalty: 848.843079
	Iteration 25Q: 3 clusters Score -648568.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -648600.437500 Penalty: 848.843079
	Iteration 26Q: 3 clusters Score -648600.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -648618.312500 Penalty: 848.843079
	Iteration 27Q: 3 clusters Score -648618.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -648631.250000 Penalty: 848.843079
	Iteration 28Q: 3 clusters Score -648631.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -648639.375000 Penalty: 848.843079
	Iteration 29Q: 3 clusters Score -648639.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -648644.250000 Penalty: 848.843079
	Iteration 30Q: 3 clusters Score -648644.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -648650.937500 Penalty: 848.843079
	Iteration 31Q: 3 clusters Score -648650.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -648656.250000 Penalty: 848.843079
	Iteration 32Q: 3 clusters Score -648656.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -648657.375000 Penalty: 848.843079
	Iteration 33Q: 3 clusters Score -648657.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -648657.937500 Penalty: 848.843079
	Iteration 34Q: 3 clusters Score -648657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -648660.375000 Penalty: 848.843079
	Iteration 35Q: 3 clusters Score -648660.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -648662.000000 Penalty: 848.843079
	Iteration 36Q: 3 clusters Score -648662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -648664.125000 Penalty: 848.843079
	Iteration 37Q: 3 clusters Score -648664.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -648664.125000 Penalty: 848.843079
	Iteration 38F: 3 clusters Score -648664.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -6059.756836 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -6059.757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5868.914551 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -5868.915 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6025.575684 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -6025.576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6075.397461 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -6075.397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6252.785645 Penalty: 455.967834
	Iteration 3F: 3 clusters Score -6252.786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6293.868164 Penalty: 455.967834
	Iteration 4F: 3 clusters Score -6293.868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6302.736816 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -6302.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6302.736816 Penalty: 455.967834
	Iteration 6F: 3 clusters Score -6302.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 628 members 
Mstep: Class 4 contains 49436 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 11248 members 
Mstep: Class 7 contains 21 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47800 members 
Mstep: Class 12 contains 2704 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 6304 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 93235 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 292196 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1429 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 129 members 
Entering Unmasked Estep 
Score: -27472914.000000 Penalty: 22205.326172
Splitting cluster 7 changes total score from -27473084.000000 to -27472914.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -7407.161133 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -7407.161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7150.787109 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -7150.787 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7302.934570 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -7302.935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7394.264160 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -7394.264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7434.399414 Penalty: 484.836731
	Iteration 3F: 3 clusters Score -7434.399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7448.217285 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -7448.217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7457.651855 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -7457.652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7472.234375 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -7472.234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7479.213867 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -7479.214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7489.997559 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -7489.998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7510.781250 Penalty: 484.836731
	Iteration 9Q: 3 clusters Score -7510.781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7515.539551 Penalty: 484.836731
	Iteration 10Q: 3 clusters Score -7515.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7517.996582 Penalty: 484.836731
	Iteration 11Q: 3 clusters Score -7517.997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7517.996582 Penalty: 484.836731
	Iteration 12F: 3 clusters Score -7517.997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 628 members 
Mstep: Class 4 contains 49436 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 11248 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47800 members 
Mstep: Class 12 contains 2704 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 6304 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 93235 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 292196 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1429 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 92 members 
Entering Unmasked Estep 
Score: -27472802.000000 Penalty: 22205.326172
Splitting cluster 8 changes total score from -27473084.000000 to -27472802.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -33877.796875 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -33877.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33240.203125 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -33240.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -33396.664062 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -33396.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -33436.152344 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -33436.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -33460.945312 Penalty: 600.588257
	Iteration 3F: 3 clusters Score -33460.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -33475.441406 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -33475.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -33486.480469 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -33486.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -33500.355469 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -33500.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -33505.566406 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -33505.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -33515.011719 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -33515.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -33525.847656 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -33525.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -33544.035156 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -33544.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -33555.792969 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -33555.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -33560.402344 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -33560.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -33565.265625 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -33565.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -33570.933594 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -33570.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33576.335938 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -33576.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -33581.945312 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -33581.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -33585.296875 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -33585.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33590.714844 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -33590.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33597.218750 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -33597.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33601.910156 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -33601.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -33608.015625 Penalty: 600.588257
	Iteration 21Q: 3 clusters Score -33608.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -33612.386719 Penalty: 600.588257
	Iteration 22Q: 3 clusters Score -33612.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -33612.828125 Penalty: 600.588257
	Iteration 23Q: 3 clusters Score -33612.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -33612.828125 Penalty: 600.588257
	Iteration 24F: 3 clusters Score -33612.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13227.187500 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -13227.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12867.187500 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -12867.19 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12944.343750 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -12944.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12983.753906 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -12983.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12996.978516 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -12996.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13003.955078 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -13003.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13006.541016 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -13006.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13006.541016 Penalty: 510.127991
	Iteration 6F: 3 clusters Score -13006.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Entering Unmasked Estep 
Score: -2438243.500000 Penalty: 490.252533
	Iteration 0F: 2 clusters Score -2438244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2405928.250000 Penalty: 980.505066
	Iteration 0F: 3 clusters Score -2405928 nChanged 23208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2420153.000000 Penalty: 980.505066
	Iteration 1F: 3 clusters Score -2420153 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -2420971.250000 Penalty: 980.505066
	Iteration 2Q: 3 clusters Score -2420971 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2422025.750000 Penalty: 980.505066
	Iteration 3Q: 3 clusters Score -2422026 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2423318.750000 Penalty: 980.505066
	Iteration 4F: 3 clusters Score -2423319 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2424871.250000 Penalty: 980.505066
	Iteration 5F: 3 clusters Score -2424871 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2426815.750000 Penalty: 980.505066
	Iteration 6F: 3 clusters Score -2426816 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2429121.000000 Penalty: 980.505066
	Iteration 7F: 3 clusters Score -2429121 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2431110.750000 Penalty: 980.505066
	Iteration 8Q: 3 clusters Score -2431111 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2432395.500000 Penalty: 980.505066
	Iteration 9Q: 3 clusters Score -2432396 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2433306.750000 Penalty: 980.505066
	Iteration 10Q: 3 clusters Score -2433307 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2434134.000000 Penalty: 980.505066
	Iteration 11Q: 3 clusters Score -2434134 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2434818.750000 Penalty: 980.505066
	Iteration 12Q: 3 clusters Score -2434819 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2435486.250000 Penalty: 980.505066
	Iteration 13Q: 3 clusters Score -2435486 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2436041.750000 Penalty: 980.505066
	Iteration 14Q: 3 clusters Score -2436042 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2436563.500000 Penalty: 980.505066
	Iteration 15Q: 3 clusters Score -2436564 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2436992.750000 Penalty: 980.505066
	Iteration 16Q: 3 clusters Score -2436993 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2437294.500000 Penalty: 980.505066
	Iteration 17Q: 3 clusters Score -2437294 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2437464.750000 Penalty: 980.505066
	Iteration 18Q: 3 clusters Score -2437465 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2437580.750000 Penalty: 980.505066
	Iteration 19Q: 3 clusters Score -2437581 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2437669.750000 Penalty: 980.505066
	Iteration 20F: 3 clusters Score -2437670 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2437735.750000 Penalty: 980.505066
	Iteration 21Q: 3 clusters Score -2437736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2437757.750000 Penalty: 980.505066
	Iteration 22Q: 3 clusters Score -2437758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2437782.750000 Penalty: 980.505066
	Iteration 23Q: 3 clusters Score -2437783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2437790.250000 Penalty: 980.505066
	Iteration 24Q: 3 clusters Score -2437790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -2437796.000000 Penalty: 980.505066
	Iteration 25Q: 3 clusters Score -2437796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2437805.250000 Penalty: 980.505066
	Iteration 26Q: 3 clusters Score -2437805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2437806.000000 Penalty: 980.505066
	Iteration 27Q: 3 clusters Score -2437806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2437811.250000 Penalty: 980.505066
	Iteration 28Q: 3 clusters Score -2437811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2437821.750000 Penalty: 980.505066
	Iteration 29Q: 3 clusters Score -2437822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2437827.250000 Penalty: 980.505066
	Iteration 30Q: 3 clusters Score -2437827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2437830.000000 Penalty: 980.505066
	Iteration 31Q: 3 clusters Score -2437830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2437830.000000 Penalty: 980.505066
	Iteration 32F: 3 clusters Score -2437830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Entering Unmasked Estep 
Score: -142157.250000 Penalty: 359.563171
	Iteration 0F: 2 clusters Score -142157.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -140274.500000 Penalty: 719.126343
	Iteration 0F: 3 clusters Score -140274.5 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -140890.328125 Penalty: 719.126343
	Iteration 1F: 3 clusters Score -140890.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -140987.515625 Penalty: 719.126343
	Iteration 2F: 3 clusters Score -140987.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -141085.640625 Penalty: 719.126343
	Iteration 3F: 3 clusters Score -141085.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -141203.015625 Penalty: 719.126343
	Iteration 4F: 3 clusters Score -141203 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -141341.750000 Penalty: 719.126343
	Iteration 5F: 3 clusters Score -141341.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -141440.906250 Penalty: 719.126343
	Iteration 6Q: 3 clusters Score -141440.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -141495.750000 Penalty: 719.126343
	Iteration 7Q: 3 clusters Score -141495.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -141528.187500 Penalty: 719.126343
	Iteration 8Q: 3 clusters Score -141528.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -141543.000000 Penalty: 719.126343
	Iteration 9Q: 3 clusters Score -141543 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -141553.625000 Penalty: 719.126343
	Iteration 10Q: 3 clusters Score -141553.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -141562.359375 Penalty: 719.126343
	Iteration 11Q: 3 clusters Score -141562.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -141567.234375 Penalty: 719.126343
	Iteration 12Q: 3 clusters Score -141567.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -141570.703125 Penalty: 719.126343
	Iteration 13Q: 3 clusters Score -141570.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -141573.843750 Penalty: 719.126343
	Iteration 14Q: 3 clusters Score -141573.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -141576.781250 Penalty: 719.126343
	Iteration 15Q: 3 clusters Score -141576.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -141578.562500 Penalty: 719.126343
	Iteration 16Q: 3 clusters Score -141578.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -141580.906250 Penalty: 719.126343
	Iteration 17Q: 3 clusters Score -141580.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -141583.640625 Penalty: 719.126343
	Iteration 18Q: 3 clusters Score -141583.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -141584.734375 Penalty: 719.126343
	Iteration 19Q: 3 clusters Score -141584.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -141585.578125 Penalty: 719.126343
	Iteration 20F: 3 clusters Score -141585.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -141586.859375 Penalty: 719.126343
	Iteration 21Q: 3 clusters Score -141586.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -141587.750000 Penalty: 719.126343
	Iteration 22Q: 3 clusters Score -141587.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -141588.390625 Penalty: 719.126343
	Iteration 23Q: 3 clusters Score -141588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -141589.062500 Penalty: 719.126343
	Iteration 24Q: 3 clusters Score -141589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -141589.484375 Penalty: 719.126343
	Iteration 25Q: 3 clusters Score -141589.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -141590.750000 Penalty: 719.126343
	Iteration 26Q: 3 clusters Score -141590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -141591.359375 Penalty: 719.126343
	Iteration 27Q: 3 clusters Score -141591.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -141592.250000 Penalty: 719.126343
	Iteration 28Q: 3 clusters Score -141592.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -141592.984375 Penalty: 719.126343
	Iteration 29Q: 3 clusters Score -141593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -141593.890625 Penalty: 719.126343
	Iteration 30Q: 3 clusters Score -141593.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -141595.234375 Penalty: 719.126343
	Iteration 31Q: 3 clusters Score -141595.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -141596.375000 Penalty: 719.126343
	Iteration 32Q: 3 clusters Score -141596.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -141597.640625 Penalty: 719.126343
	Iteration 33Q: 3 clusters Score -141597.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -141601.078125 Penalty: 719.126343
	Iteration 34Q: 3 clusters Score -141601.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -141606.984375 Penalty: 719.126343
	Iteration 35Q: 3 clusters Score -141607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -141614.562500 Penalty: 719.126343
	Iteration 36Q: 3 clusters Score -141614.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -141620.531250 Penalty: 719.126343
	Iteration 37Q: 3 clusters Score -141620.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -141624.812500 Penalty: 719.126343
	Iteration 38Q: 3 clusters Score -141624.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -141631.031250 Penalty: 719.126343
	Iteration 39Q: 3 clusters Score -141631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -141636.140625 Penalty: 719.126343
	Iteration 40F: 3 clusters Score -141636.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -141642.984375 Penalty: 719.126343
	Iteration 41Q: 3 clusters Score -141643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -141650.437500 Penalty: 719.126343
	Iteration 42Q: 3 clusters Score -141650.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -141655.218750 Penalty: 719.126343
	Iteration 43Q: 3 clusters Score -141655.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -141659.734375 Penalty: 719.126343
	Iteration 44Q: 3 clusters Score -141659.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -141664.218750 Penalty: 719.126343
	Iteration 45Q: 3 clusters Score -141664.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -141668.671875 Penalty: 719.126343
	Iteration 46Q: 3 clusters Score -141668.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -141674.156250 Penalty: 719.126343
	Iteration 47Q: 3 clusters Score -141674.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -141680.859375 Penalty: 719.126343
	Iteration 48Q: 3 clusters Score -141680.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -141686.046875 Penalty: 719.126343
	Iteration 49Q: 3 clusters Score -141686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -141688.437500 Penalty: 719.126343
	Iteration 50Q: 3 clusters Score -141688.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -141689.937500 Penalty: 719.126343
	Iteration 51Q: 3 clusters Score -141689.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -141691.781250 Penalty: 719.126343
	Iteration 52Q: 3 clusters Score -141691.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -141692.593750 Penalty: 719.126343
	Iteration 53Q: 3 clusters Score -141692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -141693.281250 Penalty: 719.126343
	Iteration 54Q: 3 clusters Score -141693.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -141693.593750 Penalty: 719.126343
	Iteration 55Q: 3 clusters Score -141693.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -141693.875000 Penalty: 719.126343
	Iteration 56Q: 3 clusters Score -141693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -141693.968750 Penalty: 719.126343
	Iteration 57Q: 3 clusters Score -141694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -141694.093750 Penalty: 719.126343
	Iteration 58Q: 3 clusters Score -141694.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -141694.093750 Penalty: 719.126343
	Iteration 59F: 3 clusters Score -141694.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -28448.763672 Penalty: 286.935516
	Iteration 0F: 2 clusters Score -28448.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27931.898438 Penalty: 573.871033
	Iteration 0F: 3 clusters Score -27931.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28061.078125 Penalty: 573.871033
	Iteration 1F: 3 clusters Score -28061.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28083.980469 Penalty: 573.871033
	Iteration 2F: 3 clusters Score -28083.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28093.617188 Penalty: 573.871033
	Iteration 3Q: 3 clusters Score -28093.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28102.347656 Penalty: 573.871033
	Iteration 4Q: 3 clusters Score -28102.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28110.144531 Penalty: 573.871033
	Iteration 5Q: 3 clusters Score -28110.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28116.476562 Penalty: 573.871033
	Iteration 6Q: 3 clusters Score -28116.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28121.539062 Penalty: 573.871033
	Iteration 7Q: 3 clusters Score -28121.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28125.470703 Penalty: 573.871033
	Iteration 8Q: 3 clusters Score -28125.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28129.800781 Penalty: 573.871033
	Iteration 9Q: 3 clusters Score -28129.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28132.691406 Penalty: 573.871033
	Iteration 10Q: 3 clusters Score -28132.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28136.439453 Penalty: 573.871033
	Iteration 11Q: 3 clusters Score -28136.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28140.421875 Penalty: 573.871033
	Iteration 12Q: 3 clusters Score -28140.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28147.513672 Penalty: 573.871033
	Iteration 13Q: 3 clusters Score -28147.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28155.289062 Penalty: 573.871033
	Iteration 14Q: 3 clusters Score -28155.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28162.142578 Penalty: 573.871033
	Iteration 15Q: 3 clusters Score -28162.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28166.990234 Penalty: 573.871033
	Iteration 16Q: 3 clusters Score -28166.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28177.373047 Penalty: 573.871033
	Iteration 17Q: 3 clusters Score -28177.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28188.318359 Penalty: 573.871033
	Iteration 18Q: 3 clusters Score -28188.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28197.228516 Penalty: 573.871033
	Iteration 19Q: 3 clusters Score -28197.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28200.056641 Penalty: 573.871033
	Iteration 20F: 3 clusters Score -28200.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28203.355469 Penalty: 573.871033
	Iteration 21Q: 3 clusters Score -28203.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28207.617188 Penalty: 573.871033
	Iteration 22Q: 3 clusters Score -28207.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28212.406250 Penalty: 573.871033
	Iteration 23Q: 3 clusters Score -28212.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28222.560547 Penalty: 573.871033
	Iteration 24Q: 3 clusters Score -28222.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28231.630859 Penalty: 573.871033
	Iteration 25Q: 3 clusters Score -28231.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -28241.636719 Penalty: 573.871033
	Iteration 26Q: 3 clusters Score -28241.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -28246.117188 Penalty: 573.871033
	Iteration 27Q: 3 clusters Score -28246.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -28251.031250 Penalty: 573.871033
	Iteration 28Q: 3 clusters Score -28251.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -28258.054688 Penalty: 573.871033
	Iteration 29Q: 3 clusters Score -28258.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -28259.957031 Penalty: 573.871033
	Iteration 30Q: 3 clusters Score -28259.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -28260.580078 Penalty: 573.871033
	Iteration 31Q: 3 clusters Score -28260.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -28260.580078 Penalty: 573.871033
	Iteration 32F: 3 clusters Score -28260.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Entering Unmasked Estep 
Score: -363164.281250 Penalty: 398.076752
	Iteration 0F: 2 clusters Score -363164.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -358887.093750 Penalty: 796.153503
	Iteration 0F: 3 clusters Score -358887.1 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -360501.875000 Penalty: 796.153503
	Iteration 1F: 3 clusters Score -360501.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -360619.625000 Penalty: 796.153503
	Iteration 2Q: 3 clusters Score -360619.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -360740.562500 Penalty: 796.153503
	Iteration 3Q: 3 clusters Score -360740.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -360877.937500 Penalty: 796.153503
	Iteration 4Q: 3 clusters Score -360877.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -361097.718750 Penalty: 796.153503
	Iteration 5F: 3 clusters Score -361097.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -361426.312500 Penalty: 796.153503
	Iteration 6F: 3 clusters Score -361426.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -361768.093750 Penalty: 796.153503
	Iteration 7F: 3 clusters Score -361768.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -361988.031250 Penalty: 796.153503
	Iteration 8F: 3 clusters Score -361988 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -362111.000000 Penalty: 796.153503
	Iteration 9Q: 3 clusters Score -362111 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -362178.625000 Penalty: 796.153503
	Iteration 10Q: 3 clusters Score -362178.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -362217.843750 Penalty: 796.153503
	Iteration 11Q: 3 clusters Score -362217.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -362256.187500 Penalty: 796.153503
	Iteration 12Q: 3 clusters Score -362256.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -362290.968750 Penalty: 796.153503
	Iteration 13Q: 3 clusters Score -362291 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -362324.375000 Penalty: 796.153503
	Iteration 14Q: 3 clusters Score -362324.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -362347.250000 Penalty: 796.153503
	Iteration 15Q: 3 clusters Score -362347.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -362364.312500 Penalty: 796.153503
	Iteration 16Q: 3 clusters Score -362364.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -362378.312500 Penalty: 796.153503
	Iteration 17Q: 3 clusters Score -362378.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -362389.187500 Penalty: 796.153503
	Iteration 18Q: 3 clusters Score -362389.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -362397.281250 Penalty: 796.153503
	Iteration 19Q: 3 clusters Score -362397.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -362403.125000 Penalty: 796.153503
	Iteration 20F: 3 clusters Score -362403.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -362406.375000 Penalty: 796.153503
	Iteration 21Q: 3 clusters Score -362406.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -362408.062500 Penalty: 796.153503
	Iteration 22Q: 3 clusters Score -362408.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -362409.781250 Penalty: 796.153503
	Iteration 23Q: 3 clusters Score -362409.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -362412.187500 Penalty: 796.153503
	Iteration 24Q: 3 clusters Score -362412.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -362413.031250 Penalty: 796.153503
	Iteration 25Q: 3 clusters Score -362413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -362414.000000 Penalty: 796.153503
	Iteration 26Q: 3 clusters Score -362414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -362415.031250 Penalty: 796.153503
	Iteration 27Q: 3 clusters Score -362415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -362415.593750 Penalty: 796.153503
	Iteration 28Q: 3 clusters Score -362415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -362415.875000 Penalty: 796.153503
	Iteration 29Q: 3 clusters Score -362415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -362416.218750 Penalty: 796.153503
	Iteration 30Q: 3 clusters Score -362416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -362416.750000 Penalty: 796.153503
	Iteration 31Q: 3 clusters Score -362416.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -362416.468750 Penalty: 796.153503
	Iteration 32Q: 3 clusters Score -362416.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -362417.093750 Penalty: 796.153503
	Iteration 33Q: 3 clusters Score -362417.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -362418.062500 Penalty: 796.153503
	Iteration 34Q: 3 clusters Score -362418.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -362418.375000 Penalty: 796.153503
	Iteration 35Q: 3 clusters Score -362418.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -362418.656250 Penalty: 796.153503
	Iteration 36Q: 3 clusters Score -362418.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -362419.437500 Penalty: 796.153503
	Iteration 37Q: 3 clusters Score -362419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -362419.750000 Penalty: 796.153503
	Iteration 38Q: 3 clusters Score -362419.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -362419.656250 Penalty: 796.153503
	Iteration 39Q: 3 clusters Score -362419.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -362420.531250 Penalty: 796.153503
	Iteration 40F: 3 clusters Score -362420.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -362420.937500 Penalty: 796.153503
	Iteration 41Q: 3 clusters Score -362420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -362420.750000 Penalty: 796.153503
	Iteration 42Q: 3 clusters Score -362420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -362420.750000 Penalty: 796.153503
	Iteration 43F: 3 clusters Score -362420.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -15234.957031 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -15234.96 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 168 members 
Entering Unmasked Estep 
Score: -14883.239258 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -14883.24 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15024.593750 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -15024.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15074.038086 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -15074.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15099.750000 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -15099.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15113.826172 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -15113.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15117.707031 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -15117.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15121.977539 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -15121.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15124.588867 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -15124.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -15126.284180 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -15126.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15126.923828 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -15126.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15126.923828 Penalty: 532.550415
	Iteration 10F: 3 clusters Score -15126.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -12743.800781 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -12743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12404.672852 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -12404.67 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12484.625977 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -12484.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12509.982422 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -12509.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12522.801758 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -12522.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12531.320312 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -12531.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12534.269531 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -12534.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12537.069336 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -12537.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12537.730469 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -12537.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12542.702148 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -12542.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12550.446289 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -12550.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12556.780273 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -12556.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12564.033203 Penalty: 506.371338
	Iteration 11Q: 3 clusters Score -12564.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12571.857422 Penalty: 506.371338
	Iteration 12Q: 3 clusters Score -12571.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12576.062500 Penalty: 506.371338
	Iteration 13Q: 3 clusters Score -12576.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12580.716797 Penalty: 506.371338
	Iteration 14Q: 3 clusters Score -12580.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12581.929688 Penalty: 506.371338
	Iteration 15Q: 3 clusters Score -12581.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12581.929688 Penalty: 506.371338
	Iteration 16F: 3 clusters Score -12581.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Entering Unmasked Estep 
Score: -203817.250000 Penalty: 377.719208
	Iteration 0F: 2 clusters Score -203817.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -201139.140625 Penalty: 755.438416
	Iteration 0F: 3 clusters Score -201139.1 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -202281.343750 Penalty: 755.438416
	Iteration 1F: 3 clusters Score -202281.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -202470.781250 Penalty: 755.438416
	Iteration 2F: 3 clusters Score -202470.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -202621.468750 Penalty: 755.438416
	Iteration 3F: 3 clusters Score -202621.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -202727.515625 Penalty: 755.438416
	Iteration 4F: 3 clusters Score -202727.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -202776.359375 Penalty: 755.438416
	Iteration 5Q: 3 clusters Score -202776.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -202809.359375 Penalty: 755.438416
	Iteration 6Q: 3 clusters Score -202809.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -202841.484375 Penalty: 755.438416
	Iteration 7Q: 3 clusters Score -202841.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -202882.984375 Penalty: 755.438416
	Iteration 8Q: 3 clusters Score -202883 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -202936.171875 Penalty: 755.438416
	Iteration 9Q: 3 clusters Score -202936.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -203026.468750 Penalty: 755.438416
	Iteration 10Q: 3 clusters Score -203026.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -203125.437500 Penalty: 755.438416
	Iteration 11Q: 3 clusters Score -203125.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -203221.968750 Penalty: 755.438416
	Iteration 12Q: 3 clusters Score -203222 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -203293.281250 Penalty: 755.438416
	Iteration 13Q: 3 clusters Score -203293.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -203339.765625 Penalty: 755.438416
	Iteration 14Q: 3 clusters Score -203339.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -203375.843750 Penalty: 755.438416
	Iteration 15Q: 3 clusters Score -203375.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -203396.671875 Penalty: 755.438416
	Iteration 16Q: 3 clusters Score -203396.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -203411.593750 Penalty: 755.438416
	Iteration 17Q: 3 clusters Score -203411.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -203423.234375 Penalty: 755.438416
	Iteration 18Q: 3 clusters Score -203423.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -203431.015625 Penalty: 755.438416
	Iteration 19Q: 3 clusters Score -203431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -203438.062500 Penalty: 755.438416
	Iteration 20F: 3 clusters Score -203438.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -203444.843750 Penalty: 755.438416
	Iteration 21Q: 3 clusters Score -203444.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -203447.984375 Penalty: 755.438416
	Iteration 22Q: 3 clusters Score -203448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -203450.640625 Penalty: 755.438416
	Iteration 23Q: 3 clusters Score -203450.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -203453.328125 Penalty: 755.438416
	Iteration 24Q: 3 clusters Score -203453.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -203453.968750 Penalty: 755.438416
	Iteration 25Q: 3 clusters Score -203454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -203454.125000 Penalty: 755.438416
	Iteration 26Q: 3 clusters Score -203454.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -203454.671875 Penalty: 755.438416
	Iteration 27Q: 3 clusters Score -203454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -203454.656250 Penalty: 755.438416
	Iteration 28Q: 3 clusters Score -203454.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -203454.859375 Penalty: 755.438416
	Iteration 29Q: 3 clusters Score -203454.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -203455.375000 Penalty: 755.438416
	Iteration 30Q: 3 clusters Score -203455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -203455.656250 Penalty: 755.438416
	Iteration 31Q: 3 clusters Score -203455.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -203455.656250 Penalty: 755.438416
	Iteration 32F: 3 clusters Score -203455.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -18413.826172 Penalty: 269.553650
	Iteration 0F: 2 clusters Score -18413.83 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 182 members 
Entering Unmasked Estep 
Score: -18011.498047 Penalty: 539.107300
	Iteration 0F: 3 clusters Score -18011.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18089.583984 Penalty: 539.107300
	Iteration 1F: 3 clusters Score -18089.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18111.437500 Penalty: 539.107300
	Iteration 2F: 3 clusters Score -18111.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18119.544922 Penalty: 539.107300
	Iteration 3Q: 3 clusters Score -18119.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18122.439453 Penalty: 539.107300
	Iteration 4Q: 3 clusters Score -18122.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18124.029297 Penalty: 539.107300
	Iteration 5Q: 3 clusters Score -18124.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18125.332031 Penalty: 539.107300
	Iteration 6Q: 3 clusters Score -18125.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18125.664062 Penalty: 539.107300
	Iteration 7Q: 3 clusters Score -18125.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18125.664062 Penalty: 539.107300
	Iteration 8F: 3 clusters Score -18125.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -37845.937500 Penalty: 306.207001
	Iteration 0F: 2 clusters Score -37845.94 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 413 members 
Entering Unmasked Estep 
Score: -37123.691406 Penalty: 612.414001
	Iteration 0F: 3 clusters Score -37123.69 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -37318.574219 Penalty: 612.414001
	Iteration 1F: 3 clusters Score -37318.57 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -37369.449219 Penalty: 612.414001
	Iteration 2F: 3 clusters Score -37369.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37416.500000 Penalty: 612.414001
	Iteration 3F: 3 clusters Score -37416.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -37476.183594 Penalty: 612.414001
	Iteration 4F: 3 clusters Score -37476.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37531.066406 Penalty: 612.414001
	Iteration 5F: 3 clusters Score -37531.07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -37609.816406 Penalty: 612.414001
	Iteration 6F: 3 clusters Score -37609.82 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -37728.503906 Penalty: 612.414001
	Iteration 7F: 3 clusters Score -37728.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -37791.570312 Penalty: 612.414001
	Iteration 8F: 3 clusters Score -37791.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -37805.070312 Penalty: 612.414001
	Iteration 9Q: 3 clusters Score -37805.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -37811.046875 Penalty: 612.414001
	Iteration 10Q: 3 clusters Score -37811.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -37817.214844 Penalty: 612.414001
	Iteration 11Q: 3 clusters Score -37817.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -37822.023438 Penalty: 612.414001
	Iteration 12Q: 3 clusters Score -37822.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -37828.460938 Penalty: 612.414001
	Iteration 13Q: 3 clusters Score -37828.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -37833.062500 Penalty: 612.414001
	Iteration 14Q: 3 clusters Score -37833.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -37834.425781 Penalty: 612.414001
	Iteration 15Q: 3 clusters Score -37834.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -37834.949219 Penalty: 612.414001
	Iteration 16Q: 3 clusters Score -37834.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -37834.949219 Penalty: 612.414001
	Iteration 17F: 3 clusters Score -37834.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -125176.218750 Penalty: 352.200226
	Iteration 0F: 2 clusters Score -125176.2 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 1140 members 
Entering Unmasked Estep 
Score: -123547.390625 Penalty: 704.400452
	Iteration 0F: 3 clusters Score -123547.4 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -124116.656250 Penalty: 704.400452
	Iteration 1F: 3 clusters Score -124116.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -124306.070312 Penalty: 704.400452
	Iteration 2F: 3 clusters Score -124306.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -124482.648438 Penalty: 704.400452
	Iteration 3F: 3 clusters Score -124482.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -124612.312500 Penalty: 704.400452
	Iteration 4F: 3 clusters Score -124612.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -124728.382812 Penalty: 704.400452
	Iteration 5F: 3 clusters Score -124728.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -124819.140625 Penalty: 704.400452
	Iteration 6Q: 3 clusters Score -124819.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -124866.710938 Penalty: 704.400452
	Iteration 7Q: 3 clusters Score -124866.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -124887.976562 Penalty: 704.400452
	Iteration 8Q: 3 clusters Score -124888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -124895.734375 Penalty: 704.400452
	Iteration 9Q: 3 clusters Score -124895.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -124898.406250 Penalty: 704.400452
	Iteration 10Q: 3 clusters Score -124898.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -124901.992188 Penalty: 704.400452
	Iteration 11Q: 3 clusters Score -124902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -124906.218750 Penalty: 704.400452
	Iteration 12Q: 3 clusters Score -124906.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -124909.320312 Penalty: 704.400452
	Iteration 13Q: 3 clusters Score -124909.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -124911.125000 Penalty: 704.400452
	Iteration 14Q: 3 clusters Score -124911.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -124913.585938 Penalty: 704.400452
	Iteration 15Q: 3 clusters Score -124913.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -124917.062500 Penalty: 704.400452
	Iteration 16Q: 3 clusters Score -124917.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -124920.367188 Penalty: 704.400452
	Iteration 17Q: 3 clusters Score -124920.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -124923.898438 Penalty: 704.400452
	Iteration 18Q: 3 clusters Score -124923.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -124931.171875 Penalty: 704.400452
	Iteration 19Q: 3 clusters Score -124931.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -124940.335938 Penalty: 704.400452
	Iteration 20F: 3 clusters Score -124940.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -124948.679688 Penalty: 704.400452
	Iteration 21Q: 3 clusters Score -124948.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -124959.257812 Penalty: 704.400452
	Iteration 22Q: 3 clusters Score -124959.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -124966.585938 Penalty: 704.400452
	Iteration 23Q: 3 clusters Score -124966.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -124969.875000 Penalty: 704.400452
	Iteration 24Q: 3 clusters Score -124969.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -124973.039062 Penalty: 704.400452
	Iteration 25Q: 3 clusters Score -124973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -124975.617188 Penalty: 704.400452
	Iteration 26Q: 3 clusters Score -124975.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -124978.203125 Penalty: 704.400452
	Iteration 27Q: 3 clusters Score -124978.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -124983.203125 Penalty: 704.400452
	Iteration 28Q: 3 clusters Score -124983.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -124985.140625 Penalty: 704.400452
	Iteration 29Q: 3 clusters Score -124985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -124985.390625 Penalty: 704.400452
	Iteration 30Q: 3 clusters Score -124985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -124985.375000 Penalty: 704.400452
	Iteration 31Q: 3 clusters Score -124985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -124985.593750 Penalty: 704.400452
	Iteration 32Q: 3 clusters Score -124985.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -124985.593750 Penalty: 704.400452
	Iteration 33F: 3 clusters Score -124985.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -17789.476562 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -17789.48 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 201 members 
Entering Unmasked Estep 
Score: -17366.466797 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -17366.47 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17470.679688 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -17470.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17493.728516 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -17493.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17501.101562 Penalty: 547.025330
	Iteration 3Q: 3 clusters Score -17501.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17504.939453 Penalty: 547.025330
	Iteration 4Q: 3 clusters Score -17504.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17505.695312 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -17505.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17506.873047 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -17506.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17508.562500 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -17508.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17512.167969 Penalty: 547.025330
	Iteration 8Q: 3 clusters Score -17512.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17516.443359 Penalty: 547.025330
	Iteration 9Q: 3 clusters Score -17516.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17520.951172 Penalty: 547.025330
	Iteration 10Q: 3 clusters Score -17520.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17523.062500 Penalty: 547.025330
	Iteration 11Q: 3 clusters Score -17523.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17524.019531 Penalty: 547.025330
	Iteration 12Q: 3 clusters Score -17524.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17524.337891 Penalty: 547.025330
	Iteration 13Q: 3 clusters Score -17524.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17524.863281 Penalty: 547.025330
	Iteration 14Q: 3 clusters Score -17524.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17525.744141 Penalty: 547.025330
	Iteration 15Q: 3 clusters Score -17525.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17528.541016 Penalty: 547.025330
	Iteration 16Q: 3 clusters Score -17528.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17529.361328 Penalty: 547.025330
	Iteration 17Q: 3 clusters Score -17529.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17529.361328 Penalty: 547.025330
	Iteration 18F: 3 clusters Score -17529.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -5895.251953 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -5895.252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5673.965820 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -5673.966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5707.708008 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -5707.708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5714.063965 Penalty: 439.376556
	Iteration 2Q: 3 clusters Score -5714.064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5714.701172 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -5714.701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5714.701172 Penalty: 439.376556
	Iteration 4F: 3 clusters Score -5714.701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -25299.957031 Penalty: 283.486908
	Iteration 0F: 2 clusters Score -25299.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24766.937500 Penalty: 566.973816
	Iteration 0F: 3 clusters Score -24766.94 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24928.105469 Penalty: 566.973816
	Iteration 1F: 3 clusters Score -24928.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24991.005859 Penalty: 566.973816
	Iteration 2F: 3 clusters Score -24991.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25057.523438 Penalty: 566.973816
	Iteration 3F: 3 clusters Score -25057.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25091.634766 Penalty: 566.973816
	Iteration 4F: 3 clusters Score -25091.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25117.519531 Penalty: 566.973816
	Iteration 5Q: 3 clusters Score -25117.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25142.888672 Penalty: 566.973816
	Iteration 6Q: 3 clusters Score -25142.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25164.744141 Penalty: 566.973816
	Iteration 7Q: 3 clusters Score -25164.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25177.931641 Penalty: 566.973816
	Iteration 8Q: 3 clusters Score -25177.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25190.292969 Penalty: 566.973816
	Iteration 9Q: 3 clusters Score -25190.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25199.226562 Penalty: 566.973816
	Iteration 10Q: 3 clusters Score -25199.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25201.464844 Penalty: 566.973816
	Iteration 11Q: 3 clusters Score -25201.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25201.703125 Penalty: 566.973816
	Iteration 12Q: 3 clusters Score -25201.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25201.703125 Penalty: 566.973816
	Iteration 13F: 3 clusters Score -25201.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -23951.541016 Penalty: 278.772552
	Iteration 0F: 2 clusters Score -23951.54 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 237 members 
Entering Unmasked Estep 
Score: -23494.083984 Penalty: 557.545105
	Iteration 0F: 3 clusters Score -23494.08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23644.818359 Penalty: 557.545105
	Iteration 1F: 3 clusters Score -23644.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23724.835938 Penalty: 557.545105
	Iteration 2F: 3 clusters Score -23724.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23784.722656 Penalty: 557.545105
	Iteration 3F: 3 clusters Score -23784.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -23835.984375 Penalty: 557.545105
	Iteration 4F: 3 clusters Score -23835.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -23865.289062 Penalty: 557.545105
	Iteration 5F: 3 clusters Score -23865.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -23878.183594 Penalty: 557.545105
	Iteration 6Q: 3 clusters Score -23878.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -23888.580078 Penalty: 557.545105
	Iteration 7Q: 3 clusters Score -23888.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -23906.664062 Penalty: 557.545105
	Iteration 8Q: 3 clusters Score -23906.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -23917.906250 Penalty: 557.545105
	Iteration 9Q: 3 clusters Score -23917.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -23924.976562 Penalty: 557.545105
	Iteration 10Q: 3 clusters Score -23924.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -23926.339844 Penalty: 557.545105
	Iteration 11Q: 3 clusters Score -23926.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -23926.951172 Penalty: 557.545105
	Iteration 12Q: 3 clusters Score -23926.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -23926.951172 Penalty: 557.545105
	Iteration 13F: 3 clusters Score -23926.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (93235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Entering Unmasked Estep 
Score: -5037255.000000 Penalty: 520.651001
	Iteration 0F: 2 clusters Score -5037255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -4974439.000000 Penalty: 1041.302002
	Iteration 0F: 3 clusters Score -4974439 nChanged 45289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -5002162.000000 Penalty: 1041.302002
	Iteration 1F: 3 clusters Score -5002162 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -5003407.500000 Penalty: 1041.302002
	Iteration 2Q: 3 clusters Score -5003408 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -5005199.500000 Penalty: 1041.302002
	Iteration 3Q: 3 clusters Score -5005200 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -5007950.000000 Penalty: 1041.302002
	Iteration 4F: 3 clusters Score -5007950 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -5012047.000000 Penalty: 1041.302002
	Iteration 5F: 3 clusters Score -5012047 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -5017855.500000 Penalty: 1041.302002
	Iteration 6F: 3 clusters Score -5017856 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
Score: -5024240.000000 Penalty: 1041.302002
	Iteration 7F: 3 clusters Score -5024240 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
Score: -5029509.000000 Penalty: 1041.302002
	Iteration 8F: 3 clusters Score -5029509 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
Score: -5031993.500000 Penalty: 1041.302002
	Iteration 9Q: 3 clusters Score -5031994 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 74537 members 
Entering Unmasked Estep 
Score: -5033079.500000 Penalty: 1041.302002
	Iteration 10Q: 3 clusters Score -5033080 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -5033723.500000 Penalty: 1041.302002
	Iteration 11Q: 3 clusters Score -5033724 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 75959 members 
Entering Unmasked Estep 
Score: -5034232.500000 Penalty: 1041.302002
	Iteration 12Q: 3 clusters Score -5034232 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 76591 members 
Entering Unmasked Estep 
Score: -5034613.000000 Penalty: 1041.302002
	Iteration 13Q: 3 clusters Score -5034613 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
Score: -5034880.000000 Penalty: 1041.302002
	Iteration 14Q: 3 clusters Score -5034880 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -5035090.500000 Penalty: 1041.302002
	Iteration 15Q: 3 clusters Score -5035090 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -5035238.500000 Penalty: 1041.302002
	Iteration 16Q: 3 clusters Score -5035238 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 78759 members 
Entering Unmasked Estep 
Score: -5035369.000000 Penalty: 1041.302002
	Iteration 17Q: 3 clusters Score -5035369 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -5035453.000000 Penalty: 1041.302002
	Iteration 18Q: 3 clusters Score -5035453 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -5035556.000000 Penalty: 1041.302002
	Iteration 19Q: 3 clusters Score -5035556 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 80040 members 
Entering Unmasked Estep 
Score: -5035635.500000 Penalty: 1041.302002
	Iteration 20F: 3 clusters Score -5035636 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
Score: -5035685.500000 Penalty: 1041.302002
	Iteration 21Q: 3 clusters Score -5035686 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -5035733.500000 Penalty: 1041.302002
	Iteration 22Q: 3 clusters Score -5035734 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 81153 members 
Entering Unmasked Estep 
Score: -5035797.500000 Penalty: 1041.302002
	Iteration 23Q: 3 clusters Score -5035798 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -5035872.000000 Penalty: 1041.302002
	Iteration 24Q: 3 clusters Score -5035872 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 81858 members 
Entering Unmasked Estep 
Score: -5035946.500000 Penalty: 1041.302002
	Iteration 25Q: 3 clusters Score -5035946 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -5035980.500000 Penalty: 1041.302002
	Iteration 26Q: 3 clusters Score -5035980 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 82475 members 
Entering Unmasked Estep 
Score: -5036019.500000 Penalty: 1041.302002
	Iteration 27Q: 3 clusters Score -5036020 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 82780 members 
Entering Unmasked Estep 
Score: -5036042.500000 Penalty: 1041.302002
	Iteration 28Q: 3 clusters Score -5036042 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 83075 members 
Entering Unmasked Estep 
Score: -5036084.500000 Penalty: 1041.302002
	Iteration 29Q: 3 clusters Score -5036084 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 83367 members 
Entering Unmasked Estep 
Score: -5036119.500000 Penalty: 1041.302002
	Iteration 30Q: 3 clusters Score -5036120 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 83643 members 
Entering Unmasked Estep 
Score: -5036156.000000 Penalty: 1041.302002
	Iteration 31Q: 3 clusters Score -5036156 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 83886 members 
Entering Unmasked Estep 
Score: -5036195.000000 Penalty: 1041.302002
	Iteration 32Q: 3 clusters Score -5036195 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -5036210.500000 Penalty: 1041.302002
	Iteration 33Q: 3 clusters Score -5036210 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -5036228.000000 Penalty: 1041.302002
	Iteration 34Q: 3 clusters Score -5036228 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -5036255.000000 Penalty: 1041.302002
	Iteration 35Q: 3 clusters Score -5036255 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 84694 members 
Entering Unmasked Estep 
Score: -5036260.500000 Penalty: 1041.302002
	Iteration 36Q: 3 clusters Score -5036260 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -5036292.000000 Penalty: 1041.302002
	Iteration 37Q: 3 clusters Score -5036292 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
Score: -5036297.500000 Penalty: 1041.302002
	Iteration 38Q: 3 clusters Score -5036298 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 85194 members 
Entering Unmasked Estep 
Score: -5036308.000000 Penalty: 1041.302002
	Iteration 39Q: 3 clusters Score -5036308 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 85345 members 
Entering Unmasked Estep 
Score: -5036319.000000 Penalty: 1041.302002
	Iteration 40F: 3 clusters Score -5036319 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -5036318.500000 Penalty: 1041.302002
	Iteration 41Q: 3 clusters Score -5036318 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 85649 members 
Entering Unmasked Estep 
Score: -5036345.000000 Penalty: 1041.302002
	Iteration 42Q: 3 clusters Score -5036345 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 85805 members 
Entering Unmasked Estep 
Score: -5036380.000000 Penalty: 1041.302002
	Iteration 43Q: 3 clusters Score -5036380 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
Score: -5036398.000000 Penalty: 1041.302002
	Iteration 44Q: 3 clusters Score -5036398 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 86073 members 
Entering Unmasked Estep 
Score: -5036423.000000 Penalty: 1041.302002
	Iteration 45Q: 3 clusters Score -5036423 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -5036441.000000 Penalty: 1041.302002
	Iteration 46Q: 3 clusters Score -5036441 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 86332 members 
Entering Unmasked Estep 
Score: -5036447.000000 Penalty: 1041.302002
	Iteration 47Q: 3 clusters Score -5036447 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -5036469.000000 Penalty: 1041.302002
	Iteration 48Q: 3 clusters Score -5036469 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 86533 members 
Entering Unmasked Estep 
Score: -5036463.500000 Penalty: 1041.302002
	Iteration 49Q: 3 clusters Score -5036464 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 86615 members 
Entering Unmasked Estep 
Score: -5036455.000000 Penalty: 1041.302002
	Iteration 50Q: 3 clusters Score -5036455 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 86699 members 
Entering Unmasked Estep 
Score: -5036470.000000 Penalty: 1041.302002
	Iteration 51Q: 3 clusters Score -5036470 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 86791 members 
Entering Unmasked Estep 
Score: -5036483.000000 Penalty: 1041.302002
	Iteration 52Q: 3 clusters Score -5036483 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 86875 members 
Entering Unmasked Estep 
Score: -5036501.000000 Penalty: 1041.302002
	Iteration 53Q: 3 clusters Score -5036501 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 86954 members 
Entering Unmasked Estep 
Score: -5036505.500000 Penalty: 1041.302002
	Iteration 54Q: 3 clusters Score -5036506 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -5036511.000000 Penalty: 1041.302002
	Iteration 55Q: 3 clusters Score -5036511 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 87107 members 
Entering Unmasked Estep 
Score: -5036527.000000 Penalty: 1041.302002
	Iteration 56Q: 3 clusters Score -5036527 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 87178 members 
Entering Unmasked Estep 
Score: -5036535.500000 Penalty: 1041.302002
	Iteration 57Q: 3 clusters Score -5036536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 87240 members 
Entering Unmasked Estep 
Score: -5036548.000000 Penalty: 1041.302002
	Iteration 58Q: 3 clusters Score -5036548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 87304 members 
Entering Unmasked Estep 
Score: -5036553.500000 Penalty: 1041.302002
	Iteration 59Q: 3 clusters Score -5036554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 87369 members 
Entering Unmasked Estep 
Score: -5036542.000000 Penalty: 1041.302002
	Iteration 60F: 3 clusters Score -5036542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -5036564.000000 Penalty: 1041.302002
	Iteration 61Q: 3 clusters Score -5036564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -5036564.500000 Penalty: 1041.302002
	Iteration 62Q: 3 clusters Score -5036564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -5036564.000000 Penalty: 1041.302002
	Iteration 63Q: 3 clusters Score -5036564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -5036568.500000 Penalty: 1041.302002
	Iteration 64Q: 3 clusters Score -5036568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 87641 members 
Entering Unmasked Estep 
Score: -5036579.000000 Penalty: 1041.302002
	Iteration 65Q: 3 clusters Score -5036579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -5036579.000000 Penalty: 1041.302002
	Iteration 66Q: 3 clusters Score -5036579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -5036578.500000 Penalty: 1041.302002
	Iteration 67Q: 3 clusters Score -5036578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 87765 members 
Entering Unmasked Estep 
Score: -5036571.000000 Penalty: 1041.302002
	Iteration 68Q: 3 clusters Score -5036571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 87809 members 
Entering Unmasked Estep 
Score: -5036575.500000 Penalty: 1041.302002
	Iteration 69Q: 3 clusters Score -5036576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 87855 members 
Entering Unmasked Estep 
Score: -5036581.500000 Penalty: 1041.302002
	Iteration 70Q: 3 clusters Score -5036582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 87894 members 
Entering Unmasked Estep 
Score: -5036587.000000 Penalty: 1041.302002
	Iteration 71Q: 3 clusters Score -5036587 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 87940 members 
Entering Unmasked Estep 
Score: -5036581.000000 Penalty: 1041.302002
	Iteration 72Q: 3 clusters Score -5036581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 87970 members 
Entering Unmasked Estep 
Score: -5036575.000000 Penalty: 1041.302002
	Iteration 73Q: 3 clusters Score -5036575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -5036572.000000 Penalty: 1041.302002
	Iteration 74Q: 3 clusters Score -5036572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 88001 members 
Entering Unmasked Estep 
Score: -5036579.500000 Penalty: 1041.302002
	Iteration 75Q: 3 clusters Score -5036580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 88010 members 
Entering Unmasked Estep 
Score: -5036579.000000 Penalty: 1041.302002
	Iteration 76Q: 3 clusters Score -5036579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 88018 members 
Entering Unmasked Estep 
Score: -5036579.500000 Penalty: 1041.302002
	Iteration 77Q: 3 clusters Score -5036580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 88027 members 
Entering Unmasked Estep 
Score: -5036581.500000 Penalty: 1041.302002
	Iteration 78Q: 3 clusters Score -5036582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 88038 members 
Entering Unmasked Estep 
Score: -5036573.500000 Penalty: 1041.302002
	Iteration 79Q: 3 clusters Score -5036574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -5036572.000000 Penalty: 1041.302002
	Iteration 80F: 3 clusters Score -5036572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 88070 members 
Entering Unmasked Estep 
Score: -5036576.500000 Penalty: 1041.302002
	Iteration 81Q: 3 clusters Score -5036576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 88082 members 
Entering Unmasked Estep 
Score: -5036578.500000 Penalty: 1041.302002
	Iteration 82Q: 3 clusters Score -5036578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -5036582.500000 Penalty: 1041.302002
	Iteration 83Q: 3 clusters Score -5036582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 88112 members 
Entering Unmasked Estep 
Score: -5036591.500000 Penalty: 1041.302002
	Iteration 84Q: 3 clusters Score -5036592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -5036592.000000 Penalty: 1041.302002
	Iteration 85Q: 3 clusters Score -5036592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 88139 members 
Entering Unmasked Estep 
Score: -5036587.500000 Penalty: 1041.302002
	Iteration 86Q: 3 clusters Score -5036588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -5036588.500000 Penalty: 1041.302002
	Iteration 87Q: 3 clusters Score -5036588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -5036588.500000 Penalty: 1041.302002
	Iteration 88Q: 3 clusters Score -5036588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 88168 members 
Entering Unmasked Estep 
Score: -5036586.000000 Penalty: 1041.302002
	Iteration 89Q: 3 clusters Score -5036586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 88172 members 
Entering Unmasked Estep 
Score: -5036589.000000 Penalty: 1041.302002
	Iteration 90Q: 3 clusters Score -5036589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -5036587.000000 Penalty: 1041.302002
	Iteration 91Q: 3 clusters Score -5036587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 88181 members 
Entering Unmasked Estep 
Score: -5036591.000000 Penalty: 1041.302002
	Iteration 92Q: 3 clusters Score -5036591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 88187 members 
Entering Unmasked Estep 
Score: -5036589.500000 Penalty: 1041.302002
	Iteration 93Q: 3 clusters Score -5036590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 88193 members 
Entering Unmasked Estep 
Score: -5036589.500000 Penalty: 1041.302002
	Iteration 94Q: 3 clusters Score -5036590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 88200 members 
Entering Unmasked Estep 
Score: -5036586.500000 Penalty: 1041.302002
	Iteration 95Q: 3 clusters Score -5036586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 88206 members 
Entering Unmasked Estep 
Score: -5036588.500000 Penalty: 1041.302002
	Iteration 96Q: 3 clusters Score -5036588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -5036588.500000 Penalty: 1041.302002
	Iteration 97Q: 3 clusters Score -5036588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -5036594.500000 Penalty: 1041.302002
	Iteration 98Q: 3 clusters Score -5036594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 88237 members 
Entering Unmasked Estep 
Score: -5036598.000000 Penalty: 1041.302002
	Iteration 99Q: 3 clusters Score -5036598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 88252 members 
Entering Unmasked Estep 
Score: -5036603.000000 Penalty: 1041.302002
	Iteration 100F: 3 clusters Score -5036603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -5036607.000000 Penalty: 1041.302002
	Iteration 101Q: 3 clusters Score -5036607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 88302 members 
Entering Unmasked Estep 
Score: -5036597.000000 Penalty: 1041.302002
	Iteration 102Q: 3 clusters Score -5036597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 88328 members 
Entering Unmasked Estep 
Score: -5036604.000000 Penalty: 1041.302002
	Iteration 103Q: 3 clusters Score -5036604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -5036596.500000 Penalty: 1041.302002
	Iteration 104Q: 3 clusters Score -5036596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 88378 members 
Entering Unmasked Estep 
Score: -5036600.000000 Penalty: 1041.302002
	Iteration 105Q: 3 clusters Score -5036600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 88401 members 
Entering Unmasked Estep 
Score: -5036616.000000 Penalty: 1041.302002
	Iteration 106Q: 3 clusters Score -5036616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 88432 members 
Entering Unmasked Estep 
Score: -5036608.500000 Penalty: 1041.302002
	Iteration 107Q: 3 clusters Score -5036608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 88462 members 
Entering Unmasked Estep 
Score: -5036611.500000 Penalty: 1041.302002
	Iteration 108Q: 3 clusters Score -5036612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 88486 members 
Entering Unmasked Estep 
Score: -5036616.000000 Penalty: 1041.302002
	Iteration 109Q: 3 clusters Score -5036616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 88514 members 
Entering Unmasked Estep 
Score: -5036617.500000 Penalty: 1041.302002
	Iteration 110Q: 3 clusters Score -5036618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -5036623.000000 Penalty: 1041.302002
	Iteration 111Q: 3 clusters Score -5036623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 88566 members 
Entering Unmasked Estep 
Score: -5036623.000000 Penalty: 1041.302002
	Iteration 112Q: 3 clusters Score -5036623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 88588 members 
Entering Unmasked Estep 
Score: -5036623.500000 Penalty: 1041.302002
	Iteration 113Q: 3 clusters Score -5036624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 88605 members 
Entering Unmasked Estep 
Score: -5036621.500000 Penalty: 1041.302002
	Iteration 114Q: 3 clusters Score -5036622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 88619 members 
Entering Unmasked Estep 
Score: -5036615.500000 Penalty: 1041.302002
	Iteration 115Q: 3 clusters Score -5036616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 88627 members 
Entering Unmasked Estep 
Score: -5036609.500000 Penalty: 1041.302002
	Iteration 116Q: 3 clusters Score -5036610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 88635 members 
Entering Unmasked Estep 
Score: -5036608.000000 Penalty: 1041.302002
	Iteration 117Q: 3 clusters Score -5036608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 88646 members 
Entering Unmasked Estep 
Score: -5036612.000000 Penalty: 1041.302002
	Iteration 118Q: 3 clusters Score -5036612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 88653 members 
Entering Unmasked Estep 
Score: -5036614.000000 Penalty: 1041.302002
	Iteration 119Q: 3 clusters Score -5036614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 88663 members 
Entering Unmasked Estep 
Score: -5036618.500000 Penalty: 1041.302002
	Iteration 120F: 3 clusters Score -5036618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -5036619.500000 Penalty: 1041.302002
	Iteration 121Q: 3 clusters Score -5036620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 88674 members 
Entering Unmasked Estep 
Score: -5036619.500000 Penalty: 1041.302002
	Iteration 122Q: 3 clusters Score -5036620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -5036617.500000 Penalty: 1041.302002
	Iteration 123Q: 3 clusters Score -5036618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -5036615.000000 Penalty: 1041.302002
	Iteration 124Q: 3 clusters Score -5036615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -5036618.000000 Penalty: 1041.302002
	Iteration 125Q: 3 clusters Score -5036618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 88708 members 
Entering Unmasked Estep 
Score: -5036615.000000 Penalty: 1041.302002
	Iteration 126Q: 3 clusters Score -5036615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 88717 members 
Entering Unmasked Estep 
Score: -5036618.000000 Penalty: 1041.302002
	Iteration 127Q: 3 clusters Score -5036618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 88724 members 
Entering Unmasked Estep 
Score: -5036609.000000 Penalty: 1041.302002
	Iteration 128Q: 3 clusters Score -5036609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 88729 members 
Entering Unmasked Estep 
Score: -5036608.000000 Penalty: 1041.302002
	Iteration 129Q: 3 clusters Score -5036608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 88730 members 
Entering Unmasked Estep 
Score: -5036606.500000 Penalty: 1041.302002
	Iteration 130Q: 3 clusters Score -5036606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
Score: -5036607.500000 Penalty: 1041.302002
	Iteration 131Q: 3 clusters Score -5036608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 88733 members 
Entering Unmasked Estep 
Score: -5036606.500000 Penalty: 1041.302002
	Iteration 132Q: 3 clusters Score -5036606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 88735 members 
Entering Unmasked Estep 
Score: -5036605.000000 Penalty: 1041.302002
	Iteration 133Q: 3 clusters Score -5036605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 88736 members 
Entering Unmasked Estep 
Score: -5036606.000000 Penalty: 1041.302002
	Iteration 134Q: 3 clusters Score -5036606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 88737 members 
Entering Unmasked Estep 
Score: -5036606.000000 Penalty: 1041.302002
	Iteration 135Q: 3 clusters Score -5036606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -5036605.500000 Penalty: 1041.302002
	Iteration 136Q: 3 clusters Score -5036606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
Score: -5036603.000000 Penalty: 1041.302002
	Iteration 137Q: 3 clusters Score -5036603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 88740 members 
Entering Unmasked Estep 
Score: -5036604.000000 Penalty: 1041.302002
	Iteration 138Q: 3 clusters Score -5036604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 88741 members 
Entering Unmasked Estep 
Score: -5036602.500000 Penalty: 1041.302002
	Iteration 139Q: 3 clusters Score -5036602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -5036605.500000 Penalty: 1041.302002
	Iteration 140F: 3 clusters Score -5036606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 88744 members 
Entering Unmasked Estep 
Score: -5036609.500000 Penalty: 1041.302002
	Iteration 141Q: 3 clusters Score -5036610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 88744 members 
Entering Unmasked Estep 
Score: -5036609.500000 Penalty: 1041.302002
	Iteration 142F: 3 clusters Score -5036610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -45004.972656 Penalty: 309.000580
	Iteration 0F: 2 clusters Score -45004.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -44294.664062 Penalty: 618.001160
	Iteration 0F: 3 clusters Score -44294.66 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -44544.039062 Penalty: 618.001160
	Iteration 1F: 3 clusters Score -44544.04 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -44610.542969 Penalty: 618.001160
	Iteration 2F: 3 clusters Score -44610.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -44665.246094 Penalty: 618.001160
	Iteration 3F: 3 clusters Score -44665.25 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -44709.773438 Penalty: 618.001160
	Iteration 4F: 3 clusters Score -44709.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -44740.886719 Penalty: 618.001160
	Iteration 5Q: 3 clusters Score -44740.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -44763.890625 Penalty: 618.001160
	Iteration 6Q: 3 clusters Score -44763.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -44788.937500 Penalty: 618.001160
	Iteration 7Q: 3 clusters Score -44788.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -44805.546875 Penalty: 618.001160
	Iteration 8Q: 3 clusters Score -44805.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -44821.878906 Penalty: 618.001160
	Iteration 9Q: 3 clusters Score -44821.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -44840.433594 Penalty: 618.001160
	Iteration 10Q: 3 clusters Score -44840.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -44851.085938 Penalty: 618.001160
	Iteration 11Q: 3 clusters Score -44851.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -44858.886719 Penalty: 618.001160
	Iteration 12Q: 3 clusters Score -44858.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -44863.011719 Penalty: 618.001160
	Iteration 13Q: 3 clusters Score -44863.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -44868.082031 Penalty: 618.001160
	Iteration 14Q: 3 clusters Score -44868.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -44872.894531 Penalty: 618.001160
	Iteration 15Q: 3 clusters Score -44872.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -44875.339844 Penalty: 618.001160
	Iteration 16Q: 3 clusters Score -44875.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -44875.339844 Penalty: 618.001160
	Iteration 17F: 3 clusters Score -44875.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -5429.292480 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -5429.292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5233.527832 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -5233.528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5272.955566 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -5272.956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5281.307129 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -5281.307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5281.307129 Penalty: 447.051605
	Iteration 3F: 3 clusters Score -5281.307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -14015.135742 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -14015.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13646.864258 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -13646.86 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13751.404297 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -13751.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13777.421875 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -13777.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13789.985352 Penalty: 524.060059
	Iteration 3Q: 3 clusters Score -13789.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -13798.570312 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -13798.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -13806.584961 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -13806.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -13808.671875 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -13808.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -13808.671875 Penalty: 524.060059
	Iteration 7F: 3 clusters Score -13808.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -6019.330078 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -6019.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5790.119629 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -5790.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5824.247559 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -5824.248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5829.682617 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -5829.683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5830.030762 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -5830.031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5830.030762 Penalty: 440.101654
	Iteration 4F: 3 clusters Score -5830.031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -24109.074219 Penalty: 286.852417
	Iteration 0F: 2 clusters Score -24109.07 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 259 members 
Entering Unmasked Estep 
Score: -23598.732422 Penalty: 573.704834
	Iteration 0F: 3 clusters Score -23598.73 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23817.441406 Penalty: 573.704834
	Iteration 1F: 3 clusters Score -23817.44 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23881.253906 Penalty: 573.704834
	Iteration 2F: 3 clusters Score -23881.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23914.197266 Penalty: 573.704834
	Iteration 3F: 3 clusters Score -23914.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23950.412109 Penalty: 573.704834
	Iteration 4Q: 3 clusters Score -23950.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23968.992188 Penalty: 573.704834
	Iteration 5Q: 3 clusters Score -23968.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23980.054688 Penalty: 573.704834
	Iteration 6Q: 3 clusters Score -23980.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23990.753906 Penalty: 573.704834
	Iteration 7Q: 3 clusters Score -23990.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24008.998047 Penalty: 573.704834
	Iteration 8Q: 3 clusters Score -24009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24040.470703 Penalty: 573.704834
	Iteration 9Q: 3 clusters Score -24040.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24063.347656 Penalty: 573.704834
	Iteration 10Q: 3 clusters Score -24063.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24088.033203 Penalty: 573.704834
	Iteration 11Q: 3 clusters Score -24088.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -24108.886719 Penalty: 573.704834
	Iteration 12Q: 3 clusters Score -24108.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24125.632812 Penalty: 573.704834
	Iteration 13Q: 3 clusters Score -24125.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -24137.582031 Penalty: 573.704834
	Iteration 14Q: 3 clusters Score -24137.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24144.179688 Penalty: 573.704834
	Iteration 15Q: 3 clusters Score -24144.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24147.767578 Penalty: 573.704834
	Iteration 16Q: 3 clusters Score -24147.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -24153.128906 Penalty: 573.704834
	Iteration 17Q: 3 clusters Score -24153.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24156.835938 Penalty: 573.704834
	Iteration 18Q: 3 clusters Score -24156.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24161.177734 Penalty: 573.704834
	Iteration 19Q: 3 clusters Score -24161.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24170.599609 Penalty: 573.704834
	Iteration 20F: 3 clusters Score -24170.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -24186.347656 Penalty: 573.704834
	Iteration 21Q: 3 clusters Score -24186.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24193.101562 Penalty: 573.704834
	Iteration 22Q: 3 clusters Score -24193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24194.837891 Penalty: 573.704834
	Iteration 23Q: 3 clusters Score -24194.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24195.548828 Penalty: 573.704834
	Iteration 24Q: 3 clusters Score -24195.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24195.705078 Penalty: 573.704834
	Iteration 25Q: 3 clusters Score -24195.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24195.705078 Penalty: 573.704834
	Iteration 26F: 3 clusters Score -24195.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 628 members 
Mstep: Class 4 contains 49436 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 11248 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47800 members 
Mstep: Class 12 contains 2704 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 6304 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 93235 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 263 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 292196 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1429 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 284 members 
Entering Unmasked Estep 
Score: -27472816.000000 Penalty: 22205.326172
Splitting cluster 30 changes total score from -27473084.000000 to -27472816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -58119.328125 Penalty: 320.543182
	Iteration 0F: 2 clusters Score -58119.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -57209.523438 Penalty: 641.086365
	Iteration 0F: 3 clusters Score -57209.52 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -57506.195312 Penalty: 641.086365
	Iteration 1F: 3 clusters Score -57506.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -57624.097656 Penalty: 641.086365
	Iteration 2F: 3 clusters Score -57624.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -57720.855469 Penalty: 641.086365
	Iteration 3F: 3 clusters Score -57720.86 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -57767.667969 Penalty: 641.086365
	Iteration 4F: 3 clusters Score -57767.67 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -57791.605469 Penalty: 641.086365
	Iteration 5Q: 3 clusters Score -57791.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -57802.292969 Penalty: 641.086365
	Iteration 6Q: 3 clusters Score -57802.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -57807.199219 Penalty: 641.086365
	Iteration 7Q: 3 clusters Score -57807.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -57810.617188 Penalty: 641.086365
	Iteration 8Q: 3 clusters Score -57810.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -57813.367188 Penalty: 641.086365
	Iteration 9Q: 3 clusters Score -57813.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -57817.007812 Penalty: 641.086365
	Iteration 10Q: 3 clusters Score -57817.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -57825.691406 Penalty: 641.086365
	Iteration 11Q: 3 clusters Score -57825.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -57833.457031 Penalty: 641.086365
	Iteration 12Q: 3 clusters Score -57833.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -57837.542969 Penalty: 641.086365
	Iteration 13Q: 3 clusters Score -57837.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -57839.277344 Penalty: 641.086365
	Iteration 14Q: 3 clusters Score -57839.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -57841.671875 Penalty: 641.086365
	Iteration 15Q: 3 clusters Score -57841.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -57843.863281 Penalty: 641.086365
	Iteration 16Q: 3 clusters Score -57843.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -57844.980469 Penalty: 641.086365
	Iteration 17Q: 3 clusters Score -57844.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -57845.582031 Penalty: 641.086365
	Iteration 18Q: 3 clusters Score -57845.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -57846.367188 Penalty: 641.086365
	Iteration 19Q: 3 clusters Score -57846.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -57847.578125 Penalty: 641.086365
	Iteration 20F: 3 clusters Score -57847.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -57848.328125 Penalty: 641.086365
	Iteration 21Q: 3 clusters Score -57848.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -57848.691406 Penalty: 641.086365
	Iteration 22Q: 3 clusters Score -57848.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -57849.792969 Penalty: 641.086365
	Iteration 23Q: 3 clusters Score -57849.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -57851.367188 Penalty: 641.086365
	Iteration 24Q: 3 clusters Score -57851.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -57852.738281 Penalty: 641.086365
	Iteration 25Q: 3 clusters Score -57852.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -57854.335938 Penalty: 641.086365
	Iteration 26Q: 3 clusters Score -57854.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -57855.726562 Penalty: 641.086365
	Iteration 27Q: 3 clusters Score -57855.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -57857.703125 Penalty: 641.086365
	Iteration 28Q: 3 clusters Score -57857.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -57858.410156 Penalty: 641.086365
	Iteration 29Q: 3 clusters Score -57858.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -57859.359375 Penalty: 641.086365
	Iteration 30Q: 3 clusters Score -57859.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -57859.781250 Penalty: 641.086365
	Iteration 31Q: 3 clusters Score -57859.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -57861.742188 Penalty: 641.086365
	Iteration 32Q: 3 clusters Score -57861.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -57865.285156 Penalty: 641.086365
	Iteration 33Q: 3 clusters Score -57865.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -57869.007812 Penalty: 641.086365
	Iteration 34Q: 3 clusters Score -57869.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -57870.542969 Penalty: 641.086365
	Iteration 35Q: 3 clusters Score -57870.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -57872.488281 Penalty: 641.086365
	Iteration 36Q: 3 clusters Score -57872.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -57872.781250 Penalty: 641.086365
	Iteration 37Q: 3 clusters Score -57872.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -57872.781250 Penalty: 641.086365
	Iteration 38F: 3 clusters Score -57872.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (74 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Entering Unmasked Estep 
Score: -2291.147461 Penalty: 195.834961
	Iteration 0F: 2 clusters Score -2291.147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2146.493896 Penalty: 391.669922
	Iteration 0F: 3 clusters Score -2146.494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2186.916504 Penalty: 391.669922
	Iteration 1F: 3 clusters Score -2186.917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2192.865723 Penalty: 391.669922
	Iteration 2Q: 3 clusters Score -2192.866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2202.114502 Penalty: 391.669922
	Iteration 3Q: 3 clusters Score -2202.115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2204.977539 Penalty: 391.669922
	Iteration 4Q: 3 clusters Score -2204.978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2211.331299 Penalty: 391.669922
	Iteration 5Q: 3 clusters Score -2211.331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2217.886963 Penalty: 391.669922
	Iteration 6Q: 3 clusters Score -2217.887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2217.886963 Penalty: 391.669922
	Iteration 7F: 3 clusters Score -2217.887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (292196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292196 members 
Entering Unmasked Estep 
Score: -15494958.000000 Penalty: 572.625732
	Iteration 0F: 2 clusters Score -1.549496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146405 members 
Mstep: Class 2 contains 145791 members 
Entering Unmasked Estep 
Score: -15305611.000000 Penalty: 1145.251465
	Iteration 0F: 3 clusters Score -1.530561e+07 nChanged 144267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160886 members 
Mstep: Class 2 contains 131310 members 
Entering Unmasked Estep 
Score: -15399901.000000 Penalty: 1145.251465
	Iteration 1F: 3 clusters Score -1.53999e+07 nChanged 15975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170253 members 
Mstep: Class 2 contains 121943 members 
Entering Unmasked Estep 
Score: -15409433.000000 Penalty: 1145.251465
	Iteration 2F: 3 clusters Score -1.540943e+07 nChanged 19443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181926 members 
Mstep: Class 2 contains 110270 members 
Entering Unmasked Estep 
Score: -15425257.000000 Penalty: 1145.251465
	Iteration 3F: 3 clusters Score -1.542526e+07 nChanged 20512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193132 members 
Mstep: Class 2 contains 99064 members 
Entering Unmasked Estep 
Score: -15442937.000000 Penalty: 1145.251465
	Iteration 4F: 3 clusters Score -1.544294e+07 nChanged 17368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200950 members 
Mstep: Class 2 contains 91246 members 
Entering Unmasked Estep 
Score: -15454183.000000 Penalty: 1145.251465
	Iteration 5F: 3 clusters Score -1.545418e+07 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207091 members 
Mstep: Class 2 contains 85105 members 
Entering Unmasked Estep 
Score: -15458540.000000 Penalty: 1145.251465
	Iteration 6Q: 3 clusters Score -1.545854e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213183 members 
Mstep: Class 2 contains 79013 members 
Entering Unmasked Estep 
Score: -15460833.000000 Penalty: 1145.251465
	Iteration 7Q: 3 clusters Score -1.546083e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219574 members 
Mstep: Class 2 contains 72622 members 
Entering Unmasked Estep 
Score: -15462829.000000 Penalty: 1145.251465
	Iteration 8Q: 3 clusters Score -1.546283e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226292 members 
Mstep: Class 2 contains 65904 members 
Entering Unmasked Estep 
Score: -15465123.000000 Penalty: 1145.251465
	Iteration 9Q: 3 clusters Score -1.546512e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233317 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -15467687.000000 Penalty: 1145.251465
	Iteration 10Q: 3 clusters Score -1.546769e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240552 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -15470452.000000 Penalty: 1145.251465
	Iteration 11Q: 3 clusters Score -1.547045e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247578 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -15473356.000000 Penalty: 1145.251465
	Iteration 12Q: 3 clusters Score -1.547336e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254321 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -15476200.000000 Penalty: 1145.251465
	Iteration 13Q: 3 clusters Score -1.54762e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260553 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -15478973.000000 Penalty: 1145.251465
	Iteration 14Q: 3 clusters Score -1.547897e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266279 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -15482115.000000 Penalty: 1145.251465
	Iteration 15Q: 3 clusters Score -1.548212e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271441 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -15485669.000000 Penalty: 1145.251465
	Iteration 16Q: 3 clusters Score -1.548567e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275880 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -15488229.000000 Penalty: 1145.251465
	Iteration 17Q: 3 clusters Score -1.548823e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279558 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -15489930.000000 Penalty: 1145.251465
	Iteration 18Q: 3 clusters Score -1.548993e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282640 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -15491245.000000 Penalty: 1145.251465
	Iteration 19Q: 3 clusters Score -1.549124e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285134 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -15492141.000000 Penalty: 1145.251465
	Iteration 20F: 3 clusters Score -1.549214e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287139 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -15492762.000000 Penalty: 1145.251465
	Iteration 21Q: 3 clusters Score -1.549276e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288692 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -15493361.000000 Penalty: 1145.251465
	Iteration 22Q: 3 clusters Score -1.549336e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289804 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -15493788.000000 Penalty: 1145.251465
	Iteration 23Q: 3 clusters Score -1.549379e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290562 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -15494064.000000 Penalty: 1145.251465
	Iteration 24Q: 3 clusters Score -1.549406e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291037 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -15494238.000000 Penalty: 1145.251465
	Iteration 25Q: 3 clusters Score -1.549424e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291358 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -15494283.000000 Penalty: 1145.251465
	Iteration 26Q: 3 clusters Score -1.549428e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291574 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -15494322.000000 Penalty: 1145.251465
	Iteration 27Q: 3 clusters Score -1.549432e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291700 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -15494383.000000 Penalty: 1145.251465
	Iteration 28Q: 3 clusters Score -1.549438e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291786 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -15494397.000000 Penalty: 1145.251465
	Iteration 29Q: 3 clusters Score -1.54944e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291835 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -15494418.000000 Penalty: 1145.251465
	Iteration 30Q: 3 clusters Score -1.549442e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291872 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -15494417.000000 Penalty: 1145.251465
	Iteration 31Q: 3 clusters Score -1.549442e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291911 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15494439.000000 Penalty: 1145.251465
	Iteration 32Q: 3 clusters Score -1.549444e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291939 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -15494441.000000 Penalty: 1145.251465
	Iteration 33Q: 3 clusters Score -1.549444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291958 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15494440.000000 Penalty: 1145.251465
	Iteration 34Q: 3 clusters Score -1.549444e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291969 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15494464.000000 Penalty: 1145.251465
	Iteration 35Q: 3 clusters Score -1.549446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291982 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15494439.000000 Penalty: 1145.251465
	Iteration 36Q: 3 clusters Score -1.549444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291986 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15494452.000000 Penalty: 1145.251465
	Iteration 37Q: 3 clusters Score -1.549445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291988 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15494451.000000 Penalty: 1145.251465
	Iteration 38Q: 3 clusters Score -1.549445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291990 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15494455.000000 Penalty: 1145.251465
	Iteration 39Q: 3 clusters Score -1.549446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291993 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15494462.000000 Penalty: 1145.251465
	Iteration 40F: 3 clusters Score -1.549446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291994 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15494462.000000 Penalty: 1145.251465
	Iteration 41Q: 3 clusters Score -1.549446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291999 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15494464.000000 Penalty: 1145.251465
	Iteration 42Q: 3 clusters Score -1.549446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292004 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -15494464.000000 Penalty: 1145.251465
	Iteration 43Q: 3 clusters Score -1.549446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292005 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15494474.000000 Penalty: 1145.251465
	Iteration 44Q: 3 clusters Score -1.549447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292007 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15494473.000000 Penalty: 1145.251465
	Iteration 45Q: 3 clusters Score -1.549447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292008 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15494480.000000 Penalty: 1145.251465
	Iteration 46Q: 3 clusters Score -1.549448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292010 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15494471.000000 Penalty: 1145.251465
	Iteration 47Q: 3 clusters Score -1.549447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292012 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15494473.000000 Penalty: 1145.251465
	Iteration 48Q: 3 clusters Score -1.549447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292013 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15494473.000000 Penalty: 1145.251465
	Iteration 49Q: 3 clusters Score -1.549447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292012 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15494475.000000 Penalty: 1145.251465
	Iteration 50Q: 3 clusters Score -1.549448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292012 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15494475.000000 Penalty: 1145.251465
	Iteration 51F: 3 clusters Score -1.549448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -8476.427734 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -8476.428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8191.972656 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -8191.973 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8254.812500 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -8254.812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8266.721680 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -8266.722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8273.476562 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -8273.477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8276.363281 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -8276.363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8278.039062 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -8278.039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8278.039062 Penalty: 477.479187
	Iteration 6F: 3 clusters Score -8278.039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -68211.492188 Penalty: 330.545227
	Iteration 0F: 2 clusters Score -68211.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -67117.906250 Penalty: 661.090454
	Iteration 0F: 3 clusters Score -67117.91 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -67440.179688 Penalty: 661.090454
	Iteration 1F: 3 clusters Score -67440.18 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -67513.101562 Penalty: 661.090454
	Iteration 2F: 3 clusters Score -67513.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -67586.617188 Penalty: 661.090454
	Iteration 3F: 3 clusters Score -67586.62 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -67676.335938 Penalty: 661.090454
	Iteration 4F: 3 clusters Score -67676.34 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -67769.726562 Penalty: 661.090454
	Iteration 5F: 3 clusters Score -67769.73 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -67881.046875 Penalty: 661.090454
	Iteration 6F: 3 clusters Score -67881.05 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -67974.609375 Penalty: 661.090454
	Iteration 7F: 3 clusters Score -67974.61 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68041.445312 Penalty: 661.090454
	Iteration 8F: 3 clusters Score -68041.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68064.890625 Penalty: 661.090454
	Iteration 9Q: 3 clusters Score -68064.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68072.757812 Penalty: 661.090454
	Iteration 10Q: 3 clusters Score -68072.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68077.218750 Penalty: 661.090454
	Iteration 11Q: 3 clusters Score -68077.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68081.460938 Penalty: 661.090454
	Iteration 12Q: 3 clusters Score -68081.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -68086.593750 Penalty: 661.090454
	Iteration 13Q: 3 clusters Score -68086.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -68091.359375 Penalty: 661.090454
	Iteration 14Q: 3 clusters Score -68091.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68095.820312 Penalty: 661.090454
	Iteration 15Q: 3 clusters Score -68095.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68100.343750 Penalty: 661.090454
	Iteration 16Q: 3 clusters Score -68100.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68102.546875 Penalty: 661.090454
	Iteration 17Q: 3 clusters Score -68102.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68103.890625 Penalty: 661.090454
	Iteration 18Q: 3 clusters Score -68103.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68105.273438 Penalty: 661.090454
	Iteration 19Q: 3 clusters Score -68105.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68107.625000 Penalty: 661.090454
	Iteration 20F: 3 clusters Score -68107.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68110.039062 Penalty: 661.090454
	Iteration 21Q: 3 clusters Score -68110.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68115.851562 Penalty: 661.090454
	Iteration 22Q: 3 clusters Score -68115.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68116.960938 Penalty: 661.090454
	Iteration 23Q: 3 clusters Score -68116.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68118.148438 Penalty: 661.090454
	Iteration 24Q: 3 clusters Score -68118.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68118.921875 Penalty: 661.090454
	Iteration 25Q: 3 clusters Score -68118.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68119.945312 Penalty: 661.090454
	Iteration 26Q: 3 clusters Score -68119.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68120.890625 Penalty: 661.090454
	Iteration 27Q: 3 clusters Score -68120.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68121.367188 Penalty: 661.090454
	Iteration 28Q: 3 clusters Score -68121.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68122.062500 Penalty: 661.090454
	Iteration 29Q: 3 clusters Score -68122.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68123.039062 Penalty: 661.090454
	Iteration 30Q: 3 clusters Score -68123.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68123.367188 Penalty: 661.090454
	Iteration 31Q: 3 clusters Score -68123.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -68125.296875 Penalty: 661.090454
	Iteration 32Q: 3 clusters Score -68125.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68125.476562 Penalty: 661.090454
	Iteration 33Q: 3 clusters Score -68125.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68125.476562 Penalty: 661.090454
	Iteration 34F: 3 clusters Score -68125.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -8138.292969 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -8138.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7884.565918 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -7884.566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7972.348145 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -7972.348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7991.575195 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -7991.575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7995.650879 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -7995.651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7997.868652 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -7997.869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7998.162109 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -7998.162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7998.162109 Penalty: 480.771515
	Iteration 6F: 3 clusters Score -7998.162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 628 members 
Mstep: Class 4 contains 49436 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 11248 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47800 members 
Mstep: Class 12 contains 2704 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 6304 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 93235 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 292196 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1429 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473058.000000 Penalty: 21605.181641
Iteration 239Q: 37 clusters Score -2.747306e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 49440 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 11293 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47780 members 
Mstep: Class 12 contains 2705 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 6441 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 92962 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 292276 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1437 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472996.000000 Penalty: 21605.181641
Iteration 240F: 37 clusters Score -2.7473e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 49439 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 11330 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47773 members 
Mstep: Class 12 contains 2704 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 6579 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 92676 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 292381 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1447 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472952.000000 Penalty: 21605.181641
Iteration 241Q: 37 clusters Score -2.747295e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 49446 members 
Mstep: Class 5 contains 2700 members 
Mstep: Class 6 contains 11367 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47762 members 
Mstep: Class 12 contains 2704 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 6711 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 92366 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 292508 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1454 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472938.000000 Penalty: 21605.181641
Iteration 242Q: 37 clusters Score -2.747294e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1036 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 49450 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 11422 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47756 members 
Mstep: Class 12 contains 2704 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 6813 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 92063 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 292643 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1460 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472910.000000 Penalty: 21605.181641
Iteration 243Q: 37 clusters Score -2.747291e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1037 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 49466 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 11499 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47755 members 
Mstep: Class 12 contains 2703 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 6911 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 91741 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 292763 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1467 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472842.000000 Penalty: 21605.181641
Iteration 244Q: 37 clusters Score -2.747284e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1037 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 49493 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 11591 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47754 members 
Mstep: Class 12 contains 2702 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 7017 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 91406 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 292859 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1476 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472840.000000 Penalty: 21605.181641
Iteration 245Q: 37 clusters Score -2.747284e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1037 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 49509 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 11666 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47753 members 
Mstep: Class 12 contains 2698 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 7143 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 91046 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 292983 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1480 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472750.000000 Penalty: 21605.181641
Iteration 246Q: 37 clusters Score -2.747275e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1037 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 49526 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 11722 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47750 members 
Mstep: Class 12 contains 2698 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 7287 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 90691 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1148 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 293092 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1483 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472668.000000 Penalty: 21605.181641
Iteration 247Q: 37 clusters Score -2.747267e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1038 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 49551 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 11766 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47741 members 
Mstep: Class 12 contains 2698 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 7455 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 90357 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1148 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 293169 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1490 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472678.000000 Penalty: 21605.181641
Iteration 248Q: 37 clusters Score -2.747268e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 49566 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 11823 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47733 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 7600 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 90035 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 293252 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1492 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472644.000000 Penalty: 21605.181641
Iteration 249Q: 37 clusters Score -2.747264e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 634 members 
Mstep: Class 4 contains 49565 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 11883 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47727 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 7718 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 89722 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 293351 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1495 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472626.000000 Penalty: 21605.181641
Iteration 250Q: 37 clusters Score -2.747263e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1056 members 
Mstep: Class 3 contains 635 members 
Mstep: Class 4 contains 49577 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 11941 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47718 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 7798 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2338 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 89432 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1152 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 293458 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1501 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472564.000000 Penalty: 21605.181641
Iteration 251Q: 37 clusters Score -2.747256e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 635 members 
Mstep: Class 4 contains 49571 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 11996 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47703 members 
Mstep: Class 12 contains 2693 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 7869 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 382 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 510 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 89177 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 293570 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1506 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472502.000000 Penalty: 21605.181641
Iteration 252Q: 37 clusters Score -2.74725e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 635 members 
Mstep: Class 4 contains 49586 members 
Mstep: Class 5 contains 2700 members 
Mstep: Class 6 contains 12043 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47688 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 7928 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 383 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2359 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 88950 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 293671 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472476.000000 Penalty: 21605.181641
Iteration 253Q: 37 clusters Score -2.747248e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1070 members 
Mstep: Class 3 contains 635 members 
Mstep: Class 4 contains 49606 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 12078 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47666 members 
Mstep: Class 12 contains 2687 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 383 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 88751 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 293750 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1527 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472474.000000 Penalty: 21605.181641
Iteration 254Q: 37 clusters Score -2.747247e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1071 members 
Mstep: Class 3 contains 636 members 
Mstep: Class 4 contains 49626 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 12117 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47658 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 8042 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 383 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 88575 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1152 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 293805 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1537 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472450.000000 Penalty: 21605.181641
Iteration 255Q: 37 clusters Score -2.747245e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1073 members 
Mstep: Class 3 contains 636 members 
Mstep: Class 4 contains 49640 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 12151 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47650 members 
Mstep: Class 12 contains 2684 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 8100 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 88413 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 293853 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1547 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472344.000000 Penalty: 21605.181641
Iteration 256Q: 37 clusters Score -2.747234e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1074 members 
Mstep: Class 3 contains 635 members 
Mstep: Class 4 contains 49672 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 12190 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47636 members 
Mstep: Class 12 contains 2684 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 8149 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 88232 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1152 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 293899 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1556 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472356.000000 Penalty: 21605.181641
Iteration 257Q: 37 clusters Score -2.747236e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1075 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 49694 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 12232 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47616 members 
Mstep: Class 12 contains 2685 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 8218 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2390 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 88049 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1152 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 293939 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472344.000000 Penalty: 21605.181641
Iteration 258Q: 37 clusters Score -2.747234e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1076 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 49718 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 12271 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47595 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 8308 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 87855 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1152 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 293966 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1566 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472268.000000 Penalty: 21605.181641
Iteration 259Q: 37 clusters Score -2.747227e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1075 members 
Mstep: Class 3 contains 628 members 
Mstep: Class 4 contains 49743 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 12301 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47581 members 
Mstep: Class 12 contains 2687 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 8396 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 87653 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1152 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294010 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1575 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472254.000000 Penalty: 21605.181641
Iteration 260F: 37 clusters Score -2.747225e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1075 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 49750 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 12331 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47572 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 8488 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 87452 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1152 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294066 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1580 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472184.000000 Penalty: 21605.181641
Iteration 261Q: 37 clusters Score -2.747218e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1075 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 49768 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 12357 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47567 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 8566 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2399 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 87255 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1152 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294124 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1584 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472194.000000 Penalty: 21605.181641
Iteration 262Q: 37 clusters Score -2.747219e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1075 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 49786 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 12383 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47561 members 
Mstep: Class 12 contains 2693 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 87094 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1152 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294157 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1586 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472230.000000 Penalty: 21605.181641
Iteration 263Q: 37 clusters Score -2.747223e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1074 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 49801 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 12417 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47547 members 
Mstep: Class 12 contains 2703 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 8680 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2404 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 86930 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294200 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1587 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472150.000000 Penalty: 21605.181641
Iteration 264Q: 37 clusters Score -2.747215e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1073 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 49807 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 12443 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47544 members 
Mstep: Class 12 contains 2705 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 8738 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2405 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 86773 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294254 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1589 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472028.000000 Penalty: 21605.181641
Iteration 265Q: 37 clusters Score -2.747203e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1073 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 49826 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 12464 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47540 members 
Mstep: Class 12 contains 2704 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 8794 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2406 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 86634 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294289 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1593 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472014.000000 Penalty: 21605.181641
Iteration 266Q: 37 clusters Score -2.747201e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1074 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 49843 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 12489 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47533 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2407 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 86504 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294312 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1599 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471972.000000 Penalty: 21605.181641
Iteration 267Q: 37 clusters Score -2.747197e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1073 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 49873 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 12522 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47529 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 8898 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 86373 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294329 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1604 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471962.000000 Penalty: 21605.181641
Iteration 268Q: 37 clusters Score -2.747196e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1073 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 49904 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 12556 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47531 members 
Mstep: Class 12 contains 2703 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 8941 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 86245 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294345 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1609 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471878.000000 Penalty: 21605.181641
Iteration 269Q: 37 clusters Score -2.747188e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1072 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 49933 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 12580 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47525 members 
Mstep: Class 12 contains 2706 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 8978 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 86108 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294390 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1614 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471834.000000 Penalty: 21605.181641
Iteration 270Q: 37 clusters Score -2.747183e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1072 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 49975 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 12609 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47523 members 
Mstep: Class 12 contains 2711 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 512 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 85968 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294401 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1621 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471818.000000 Penalty: 21605.181641
Iteration 271Q: 37 clusters Score -2.747182e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1072 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50019 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 12631 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47517 members 
Mstep: Class 12 contains 2710 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9070 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 512 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 85805 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294457 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471802.000000 Penalty: 21605.181641
Iteration 272Q: 37 clusters Score -2.74718e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1072 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 50054 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 12655 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47511 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9123 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 512 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 85658 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294495 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1641 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471734.000000 Penalty: 21605.181641
Iteration 273Q: 37 clusters Score -2.747173e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1072 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 50082 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 12683 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47503 members 
Mstep: Class 12 contains 2706 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9174 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 512 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 85511 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294543 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1648 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471746.000000 Penalty: 21605.181641
Iteration 274Q: 37 clusters Score -2.747175e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1071 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 50107 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 12716 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47491 members 
Mstep: Class 12 contains 2708 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9239 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 512 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 85355 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294582 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1653 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471732.000000 Penalty: 21605.181641
Iteration 275Q: 37 clusters Score -2.747173e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1070 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50129 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 12750 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47480 members 
Mstep: Class 12 contains 2710 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9299 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 513 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 85191 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1152 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294632 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1658 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471714.000000 Penalty: 21605.181641
Iteration 276Q: 37 clusters Score -2.747171e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1070 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50148 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 12788 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47475 members 
Mstep: Class 12 contains 2712 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9368 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 85006 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294690 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1662 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471702.000000 Penalty: 21605.181641
Iteration 277Q: 37 clusters Score -2.74717e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1070 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50172 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 12828 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47472 members 
Mstep: Class 12 contains 2717 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9430 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 84824 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294743 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1669 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471684.000000 Penalty: 21605.181641
Iteration 278Q: 37 clusters Score -2.747168e+07 nChanged 355
Entering ConstructFrom: 
Score: -27471684.000000 Penalty: 21605.181641
Entering ConstructFrom: 
Trying to split cluster 1 (8851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Entering Unmasked Estep 
Score: -441027.593750 Penalty: 413.516998
	Iteration 0F: 2 clusters Score -441027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -435114.843750 Penalty: 827.033997
	Iteration 0F: 3 clusters Score -435114.8 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -437447.906250 Penalty: 827.033997
	Iteration 1F: 3 clusters Score -437447.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -437693.968750 Penalty: 827.033997
	Iteration 2F: 3 clusters Score -437694 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -437932.343750 Penalty: 827.033997
	Iteration 3F: 3 clusters Score -437932.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -438224.250000 Penalty: 827.033997
	Iteration 4F: 3 clusters Score -438224.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -438649.781250 Penalty: 827.033997
	Iteration 5F: 3 clusters Score -438649.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -439157.875000 Penalty: 827.033997
	Iteration 6F: 3 clusters Score -439157.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -439538.531250 Penalty: 827.033997
	Iteration 7F: 3 clusters Score -439538.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -439762.812500 Penalty: 827.033997
	Iteration 8Q: 3 clusters Score -439762.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -439884.593750 Penalty: 827.033997
	Iteration 9Q: 3 clusters Score -439884.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -439957.187500 Penalty: 827.033997
	Iteration 10Q: 3 clusters Score -439957.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -440009.625000 Penalty: 827.033997
	Iteration 11Q: 3 clusters Score -440009.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -440042.468750 Penalty: 827.033997
	Iteration 12Q: 3 clusters Score -440042.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -440070.000000 Penalty: 827.033997
	Iteration 13Q: 3 clusters Score -440070 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -440094.718750 Penalty: 827.033997
	Iteration 14Q: 3 clusters Score -440094.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -440121.437500 Penalty: 827.033997
	Iteration 15Q: 3 clusters Score -440121.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -440153.250000 Penalty: 827.033997
	Iteration 16Q: 3 clusters Score -440153.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -440178.531250 Penalty: 827.033997
	Iteration 17Q: 3 clusters Score -440178.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -440202.437500 Penalty: 827.033997
	Iteration 18Q: 3 clusters Score -440202.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -440222.906250 Penalty: 827.033997
	Iteration 19Q: 3 clusters Score -440222.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -440240.875000 Penalty: 827.033997
	Iteration 20F: 3 clusters Score -440240.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -440261.406250 Penalty: 827.033997
	Iteration 21Q: 3 clusters Score -440261.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -440280.562500 Penalty: 827.033997
	Iteration 22Q: 3 clusters Score -440280.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -440303.875000 Penalty: 827.033997
	Iteration 23Q: 3 clusters Score -440303.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -440330.187500 Penalty: 827.033997
	Iteration 24Q: 3 clusters Score -440330.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -440350.343750 Penalty: 827.033997
	Iteration 25Q: 3 clusters Score -440350.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -440363.937500 Penalty: 827.033997
	Iteration 26Q: 3 clusters Score -440363.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -440379.125000 Penalty: 827.033997
	Iteration 27Q: 3 clusters Score -440379.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -440395.625000 Penalty: 827.033997
	Iteration 28Q: 3 clusters Score -440395.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -440416.718750 Penalty: 827.033997
	Iteration 29Q: 3 clusters Score -440416.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -440445.656250 Penalty: 827.033997
	Iteration 30Q: 3 clusters Score -440445.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -440490.125000 Penalty: 827.033997
	Iteration 31Q: 3 clusters Score -440490.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -440543.125000 Penalty: 827.033997
	Iteration 32Q: 3 clusters Score -440543.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -440589.406250 Penalty: 827.033997
	Iteration 33Q: 3 clusters Score -440589.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -440632.937500 Penalty: 827.033997
	Iteration 34Q: 3 clusters Score -440632.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -440671.687500 Penalty: 827.033997
	Iteration 35Q: 3 clusters Score -440671.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -440698.906250 Penalty: 827.033997
	Iteration 36Q: 3 clusters Score -440698.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -440722.031250 Penalty: 827.033997
	Iteration 37Q: 3 clusters Score -440722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -440742.218750 Penalty: 827.033997
	Iteration 38Q: 3 clusters Score -440742.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -440757.500000 Penalty: 827.033997
	Iteration 39Q: 3 clusters Score -440757.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -440769.531250 Penalty: 827.033997
	Iteration 40F: 3 clusters Score -440769.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -440779.687500 Penalty: 827.033997
	Iteration 41Q: 3 clusters Score -440779.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -440785.531250 Penalty: 827.033997
	Iteration 42Q: 3 clusters Score -440785.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -440793.218750 Penalty: 827.033997
	Iteration 43Q: 3 clusters Score -440793.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -440798.531250 Penalty: 827.033997
	Iteration 44Q: 3 clusters Score -440798.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -440805.937500 Penalty: 827.033997
	Iteration 45Q: 3 clusters Score -440805.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -440812.750000 Penalty: 827.033997
	Iteration 46Q: 3 clusters Score -440812.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -440814.687500 Penalty: 827.033997
	Iteration 47Q: 3 clusters Score -440814.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -440818.781250 Penalty: 827.033997
	Iteration 48Q: 3 clusters Score -440818.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -440819.625000 Penalty: 827.033997
	Iteration 49Q: 3 clusters Score -440819.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -440821.468750 Penalty: 827.033997
	Iteration 50Q: 3 clusters Score -440821.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -440820.968750 Penalty: 827.033997
	Iteration 51Q: 3 clusters Score -440821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -440823.281250 Penalty: 827.033997
	Iteration 52Q: 3 clusters Score -440823.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -440823.500000 Penalty: 827.033997
	Iteration 53Q: 3 clusters Score -440823.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -440823.593750 Penalty: 827.033997
	Iteration 54Q: 3 clusters Score -440823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -440824.250000 Penalty: 827.033997
	Iteration 55Q: 3 clusters Score -440824.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -440824.281250 Penalty: 827.033997
	Iteration 56Q: 3 clusters Score -440824.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -440825.062500 Penalty: 827.033997
	Iteration 57Q: 3 clusters Score -440825.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -440824.531250 Penalty: 827.033997
	Iteration 58Q: 3 clusters Score -440824.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -440824.125000 Penalty: 827.033997
	Iteration 59Q: 3 clusters Score -440824.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -440825.250000 Penalty: 827.033997
	Iteration 60F: 3 clusters Score -440825.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -440825.562500 Penalty: 827.033997
	Iteration 61Q: 3 clusters Score -440825.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -440825.062500 Penalty: 827.033997
	Iteration 62Q: 3 clusters Score -440825.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -440825.000000 Penalty: 827.033997
	Iteration 63Q: 3 clusters Score -440825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -440826.500000 Penalty: 827.033997
	Iteration 64Q: 3 clusters Score -440826.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -440826.593750 Penalty: 827.033997
	Iteration 65Q: 3 clusters Score -440826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -440826.781250 Penalty: 827.033997
	Iteration 66Q: 3 clusters Score -440826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -440826.781250 Penalty: 827.033997
	Iteration 67F: 3 clusters Score -440826.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -58332.472656 Penalty: 317.381317
	Iteration 0F: 2 clusters Score -58332.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -57471.605469 Penalty: 634.762634
	Iteration 0F: 3 clusters Score -57471.61 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -57740.507812 Penalty: 634.762634
	Iteration 1F: 3 clusters Score -57740.51 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -57810.644531 Penalty: 634.762634
	Iteration 2F: 3 clusters Score -57810.64 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -57848.156250 Penalty: 634.762634
	Iteration 3F: 3 clusters Score -57848.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -57880.722656 Penalty: 634.762634
	Iteration 4Q: 3 clusters Score -57880.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -57911.675781 Penalty: 634.762634
	Iteration 5Q: 3 clusters Score -57911.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -57940.816406 Penalty: 634.762634
	Iteration 6Q: 3 clusters Score -57940.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -57976.097656 Penalty: 634.762634
	Iteration 7Q: 3 clusters Score -57976.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -57999.558594 Penalty: 634.762634
	Iteration 8Q: 3 clusters Score -57999.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -58014.753906 Penalty: 634.762634
	Iteration 9Q: 3 clusters Score -58014.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -58021.953125 Penalty: 634.762634
	Iteration 10Q: 3 clusters Score -58021.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -58025.890625 Penalty: 634.762634
	Iteration 11Q: 3 clusters Score -58025.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -58030.101562 Penalty: 634.762634
	Iteration 12Q: 3 clusters Score -58030.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -58033.187500 Penalty: 634.762634
	Iteration 13Q: 3 clusters Score -58033.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -58033.656250 Penalty: 634.762634
	Iteration 14Q: 3 clusters Score -58033.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -58034.261719 Penalty: 634.762634
	Iteration 15Q: 3 clusters Score -58034.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -58035.496094 Penalty: 634.762634
	Iteration 16Q: 3 clusters Score -58035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -58035.609375 Penalty: 634.762634
	Iteration 17Q: 3 clusters Score -58035.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -58035.609375 Penalty: 634.762634
	Iteration 18F: 3 clusters Score -58035.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -33300.054688 Penalty: 293.424469
	Iteration 0F: 2 clusters Score -33300.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32698.355469 Penalty: 586.848938
	Iteration 0F: 3 clusters Score -32698.36 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -32860.820312 Penalty: 586.848938
	Iteration 1F: 3 clusters Score -32860.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -32895.820312 Penalty: 586.848938
	Iteration 2F: 3 clusters Score -32895.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -32924.527344 Penalty: 586.848938
	Iteration 3F: 3 clusters Score -32924.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -32938.851562 Penalty: 586.848938
	Iteration 4Q: 3 clusters Score -32938.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -32944.996094 Penalty: 586.848938
	Iteration 5Q: 3 clusters Score -32945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -32948.792969 Penalty: 586.848938
	Iteration 6Q: 3 clusters Score -32948.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -32950.945312 Penalty: 586.848938
	Iteration 7Q: 3 clusters Score -32950.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -32952.542969 Penalty: 586.848938
	Iteration 8Q: 3 clusters Score -32952.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -32954.027344 Penalty: 586.848938
	Iteration 9Q: 3 clusters Score -32954.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -32954.156250 Penalty: 586.848938
	Iteration 10Q: 3 clusters Score -32954.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -32955.363281 Penalty: 586.848938
	Iteration 11Q: 3 clusters Score -32955.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -32956.070312 Penalty: 586.848938
	Iteration 12Q: 3 clusters Score -32956.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -32956.070312 Penalty: 586.848938
	Iteration 13F: 3 clusters Score -32956.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Entering Unmasked Estep 
Score: -2766530.250000 Penalty: 492.483368
	Iteration 0F: 2 clusters Score -2766530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -2732670.000000 Penalty: 984.966736
	Iteration 0F: 3 clusters Score -2732670 nChanged 24437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -2747430.750000 Penalty: 984.966736
	Iteration 1F: 3 clusters Score -2747431 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -2748163.000000 Penalty: 984.966736
	Iteration 2Q: 3 clusters Score -2748163 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -2749285.250000 Penalty: 984.966736
	Iteration 3F: 3 clusters Score -2749285 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -2751190.250000 Penalty: 984.966736
	Iteration 4F: 3 clusters Score -2751190 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -2754274.750000 Penalty: 984.966736
	Iteration 5F: 3 clusters Score -2754275 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -2758213.500000 Penalty: 984.966736
	Iteration 6F: 3 clusters Score -2758214 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -2761979.250000 Penalty: 984.966736
	Iteration 7F: 3 clusters Score -2761979 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -2764454.000000 Penalty: 984.966736
	Iteration 8Q: 3 clusters Score -2764454 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -2765518.250000 Penalty: 984.966736
	Iteration 9Q: 3 clusters Score -2765518 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -2765899.750000 Penalty: 984.966736
	Iteration 10Q: 3 clusters Score -2765900 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -2766015.000000 Penalty: 984.966736
	Iteration 11Q: 3 clusters Score -2766015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -2766061.500000 Penalty: 984.966736
	Iteration 12Q: 3 clusters Score -2766062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -2766089.500000 Penalty: 984.966736
	Iteration 13Q: 3 clusters Score -2766090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -2766112.500000 Penalty: 984.966736
	Iteration 14Q: 3 clusters Score -2766112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -2766130.750000 Penalty: 984.966736
	Iteration 15Q: 3 clusters Score -2766131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -2766136.750000 Penalty: 984.966736
	Iteration 16Q: 3 clusters Score -2766137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -2766140.250000 Penalty: 984.966736
	Iteration 17Q: 3 clusters Score -2766140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -2766142.250000 Penalty: 984.966736
	Iteration 18Q: 3 clusters Score -2766142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -2766142.250000 Penalty: 984.966736
	Iteration 19F: 3 clusters Score -2766142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -139780.718750 Penalty: 359.445221
	Iteration 0F: 2 clusters Score -139780.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -137892.625000 Penalty: 718.890442
	Iteration 0F: 3 clusters Score -137892.6 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -138565.828125 Penalty: 718.890442
	Iteration 1F: 3 clusters Score -138565.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -138714.546875 Penalty: 718.890442
	Iteration 2F: 3 clusters Score -138714.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -138850.390625 Penalty: 718.890442
	Iteration 3F: 3 clusters Score -138850.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -138923.093750 Penalty: 718.890442
	Iteration 4F: 3 clusters Score -138923.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -138957.671875 Penalty: 718.890442
	Iteration 5Q: 3 clusters Score -138957.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -138985.546875 Penalty: 718.890442
	Iteration 6Q: 3 clusters Score -138985.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -139025.687500 Penalty: 718.890442
	Iteration 7Q: 3 clusters Score -139025.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -139076.609375 Penalty: 718.890442
	Iteration 8Q: 3 clusters Score -139076.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -139137.921875 Penalty: 718.890442
	Iteration 9Q: 3 clusters Score -139137.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -139190.906250 Penalty: 718.890442
	Iteration 10Q: 3 clusters Score -139190.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -139251.468750 Penalty: 718.890442
	Iteration 11Q: 3 clusters Score -139251.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -139301.390625 Penalty: 718.890442
	Iteration 12Q: 3 clusters Score -139301.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -139342.140625 Penalty: 718.890442
	Iteration 13Q: 3 clusters Score -139342.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -139375.765625 Penalty: 718.890442
	Iteration 14Q: 3 clusters Score -139375.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -139410.250000 Penalty: 718.890442
	Iteration 15Q: 3 clusters Score -139410.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -139429.531250 Penalty: 718.890442
	Iteration 16Q: 3 clusters Score -139429.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -139442.687500 Penalty: 718.890442
	Iteration 17Q: 3 clusters Score -139442.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -139452.250000 Penalty: 718.890442
	Iteration 18Q: 3 clusters Score -139452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -139457.156250 Penalty: 718.890442
	Iteration 19Q: 3 clusters Score -139457.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -139461.171875 Penalty: 718.890442
	Iteration 20F: 3 clusters Score -139461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -139462.843750 Penalty: 718.890442
	Iteration 21Q: 3 clusters Score -139462.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -139463.859375 Penalty: 718.890442
	Iteration 22Q: 3 clusters Score -139463.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -139463.859375 Penalty: 718.890442
	Iteration 23F: 3 clusters Score -139463.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Entering Unmasked Estep 
Score: -740630.812500 Penalty: 430.561401
	Iteration 0F: 2 clusters Score -740630.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -732012.750000 Penalty: 861.122803
	Iteration 0F: 3 clusters Score -732012.8 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -735447.500000 Penalty: 861.122803
	Iteration 1F: 3 clusters Score -735447.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -735719.937500 Penalty: 861.122803
	Iteration 2Q: 3 clusters Score -735719.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -736171.250000 Penalty: 861.122803
	Iteration 3F: 3 clusters Score -736171.2 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -736837.125000 Penalty: 861.122803
	Iteration 4F: 3 clusters Score -736837.1 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -737694.750000 Penalty: 861.122803
	Iteration 5F: 3 clusters Score -737694.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -738437.250000 Penalty: 861.122803
	Iteration 6F: 3 clusters Score -738437.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -738958.562500 Penalty: 861.122803
	Iteration 7Q: 3 clusters Score -738958.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -739295.937500 Penalty: 861.122803
	Iteration 8Q: 3 clusters Score -739295.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -739518.062500 Penalty: 861.122803
	Iteration 9Q: 3 clusters Score -739518.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -739689.062500 Penalty: 861.122803
	Iteration 10Q: 3 clusters Score -739689.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -739833.750000 Penalty: 861.122803
	Iteration 11Q: 3 clusters Score -739833.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -739932.812500 Penalty: 861.122803
	Iteration 12Q: 3 clusters Score -739932.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -740004.187500 Penalty: 861.122803
	Iteration 13Q: 3 clusters Score -740004.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -740051.187500 Penalty: 861.122803
	Iteration 14Q: 3 clusters Score -740051.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -740084.187500 Penalty: 861.122803
	Iteration 15Q: 3 clusters Score -740084.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -740108.187500 Penalty: 861.122803
	Iteration 16Q: 3 clusters Score -740108.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -740126.562500 Penalty: 861.122803
	Iteration 17Q: 3 clusters Score -740126.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -740148.437500 Penalty: 861.122803
	Iteration 18Q: 3 clusters Score -740148.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -740168.125000 Penalty: 861.122803
	Iteration 19Q: 3 clusters Score -740168.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -740178.625000 Penalty: 861.122803
	Iteration 20F: 3 clusters Score -740178.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -740192.500000 Penalty: 861.122803
	Iteration 21Q: 3 clusters Score -740192.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -740199.625000 Penalty: 861.122803
	Iteration 22Q: 3 clusters Score -740199.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -740207.375000 Penalty: 861.122803
	Iteration 23Q: 3 clusters Score -740207.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -740214.625000 Penalty: 861.122803
	Iteration 24Q: 3 clusters Score -740214.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -740228.125000 Penalty: 861.122803
	Iteration 25Q: 3 clusters Score -740228.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -740244.250000 Penalty: 861.122803
	Iteration 26Q: 3 clusters Score -740244.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -740249.500000 Penalty: 861.122803
	Iteration 27Q: 3 clusters Score -740249.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -740252.437500 Penalty: 861.122803
	Iteration 28Q: 3 clusters Score -740252.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -740256.625000 Penalty: 861.122803
	Iteration 29Q: 3 clusters Score -740256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -740258.312500 Penalty: 861.122803
	Iteration 30Q: 3 clusters Score -740258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -740258.750000 Penalty: 861.122803
	Iteration 31Q: 3 clusters Score -740258.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -740258.750000 Penalty: 861.122803
	Iteration 32F: 3 clusters Score -740258.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -6059.756836 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -6059.757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5802.298340 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -5802.298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5875.573242 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -5875.573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6072.659180 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -6072.659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6136.664062 Penalty: 455.967834
	Iteration 3F: 3 clusters Score -6136.664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6232.168457 Penalty: 455.967834
	Iteration 4F: 3 clusters Score -6232.168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6250.728516 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -6250.729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6250.728516 Penalty: 455.967834
	Iteration 6F: 3 clusters Score -6250.729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1070 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50202 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 12873 members 
Mstep: Class 7 contains 20 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47461 members 
Mstep: Class 12 contains 2732 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9486 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 84654 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294780 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1672 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 130 members 
Entering Unmasked Estep 
Score: -27471476.000000 Penalty: 22205.326172
Splitting cluster 7 changes total score from -27471684.000000 to -27471476.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -7448.168945 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -7448.169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7167.173340 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -7167.173 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7287.018555 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -7287.019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7356.307617 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -7356.308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7363.824219 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -7363.824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7372.108887 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -7372.109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7387.187988 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -7387.188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7396.674805 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -7396.675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7403.441895 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -7403.442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7414.225586 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -7414.226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7418.069824 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -7418.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7418.974121 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -7418.974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7418.974121 Penalty: 485.277405
	Iteration 11F: 3 clusters Score -7418.974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -33877.796875 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -33877.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -33234.167969 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -33234.17 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33478.273438 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -33478.27 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33550.234375 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -33550.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33579.542969 Penalty: 600.588257
	Iteration 3F: 3 clusters Score -33579.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33597.191406 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -33597.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33604.644531 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -33604.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33609.015625 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -33609.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33612.976562 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -33612.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33615.980469 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -33615.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33619.570312 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -33619.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33624.972656 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -33624.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33628.199219 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -33628.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33630.851562 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -33630.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33631.882812 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -33631.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -33632.882812 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -33632.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33634.375000 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -33634.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33636.023438 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -33636.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -33637.921875 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -33637.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33638.750000 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -33638.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33639.062500 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -33639.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33639.062500 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -33639.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13227.187500 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -13227.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12884.036133 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -12884.04 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12957.710938 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -12957.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12971.979492 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -12971.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12983.541992 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -12983.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12987.128906 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -12987.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12990.394531 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -12990.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12991.671875 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -12991.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12992.740234 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -12992.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12992.740234 Penalty: 510.127991
	Iteration 8F: 3 clusters Score -12992.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Entering Unmasked Estep 
Score: -2422729.750000 Penalty: 489.928711
	Iteration 0F: 2 clusters Score -2422730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2390651.250000 Penalty: 979.857422
	Iteration 0F: 3 clusters Score -2390651 nChanged 22920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2404268.750000 Penalty: 979.857422
	Iteration 1F: 3 clusters Score -2404269 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -2404639.250000 Penalty: 979.857422
	Iteration 2Q: 3 clusters Score -2404639 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -2405036.750000 Penalty: 979.857422
	Iteration 3Q: 3 clusters Score -2405037 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -2405578.250000 Penalty: 979.857422
	Iteration 4Q: 3 clusters Score -2405578 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2406249.250000 Penalty: 979.857422
	Iteration 5Q: 3 clusters Score -2406249 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -2407224.750000 Penalty: 979.857422
	Iteration 6Q: 3 clusters Score -2407225 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -2408699.000000 Penalty: 979.857422
	Iteration 7F: 3 clusters Score -2408699 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -2410621.000000 Penalty: 979.857422
	Iteration 8F: 3 clusters Score -2410621 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -2412416.750000 Penalty: 979.857422
	Iteration 9F: 3 clusters Score -2412417 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -2413372.750000 Penalty: 979.857422
	Iteration 10Q: 3 clusters Score -2413373 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -2413710.250000 Penalty: 979.857422
	Iteration 11Q: 3 clusters Score -2413710 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -2413845.000000 Penalty: 979.857422
	Iteration 12Q: 3 clusters Score -2413845 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -2413955.250000 Penalty: 979.857422
	Iteration 13Q: 3 clusters Score -2413955 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -2414082.250000 Penalty: 979.857422
	Iteration 14Q: 3 clusters Score -2414082 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -2414213.500000 Penalty: 979.857422
	Iteration 15Q: 3 clusters Score -2414214 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -2414337.000000 Penalty: 979.857422
	Iteration 16Q: 3 clusters Score -2414337 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -2414535.500000 Penalty: 979.857422
	Iteration 17Q: 3 clusters Score -2414536 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -2414748.500000 Penalty: 979.857422
	Iteration 18Q: 3 clusters Score -2414748 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -2414997.750000 Penalty: 979.857422
	Iteration 19Q: 3 clusters Score -2414998 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -2415264.500000 Penalty: 979.857422
	Iteration 20F: 3 clusters Score -2415264 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -2415600.000000 Penalty: 979.857422
	Iteration 21Q: 3 clusters Score -2415600 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -2415944.250000 Penalty: 979.857422
	Iteration 22Q: 3 clusters Score -2415944 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -2416334.000000 Penalty: 979.857422
	Iteration 23Q: 3 clusters Score -2416334 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -2416816.250000 Penalty: 979.857422
	Iteration 24Q: 3 clusters Score -2416816 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -2417354.000000 Penalty: 979.857422
	Iteration 25Q: 3 clusters Score -2417354 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -2417980.000000 Penalty: 979.857422
	Iteration 26Q: 3 clusters Score -2417980 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -2418591.000000 Penalty: 979.857422
	Iteration 27Q: 3 clusters Score -2418591 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -2419200.000000 Penalty: 979.857422
	Iteration 28Q: 3 clusters Score -2419200 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -2419799.250000 Penalty: 979.857422
	Iteration 29Q: 3 clusters Score -2419799 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -2420372.000000 Penalty: 979.857422
	Iteration 30Q: 3 clusters Score -2420372 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -2420878.000000 Penalty: 979.857422
	Iteration 31Q: 3 clusters Score -2420878 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -2421344.750000 Penalty: 979.857422
	Iteration 32Q: 3 clusters Score -2421345 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -2421737.250000 Penalty: 979.857422
	Iteration 33Q: 3 clusters Score -2421737 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -2421990.250000 Penalty: 979.857422
	Iteration 34Q: 3 clusters Score -2421990 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -2422146.000000 Penalty: 979.857422
	Iteration 35Q: 3 clusters Score -2422146 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -2422250.750000 Penalty: 979.857422
	Iteration 36Q: 3 clusters Score -2422251 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -2422322.000000 Penalty: 979.857422
	Iteration 37Q: 3 clusters Score -2422322 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -2422354.750000 Penalty: 979.857422
	Iteration 38Q: 3 clusters Score -2422355 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -2422383.500000 Penalty: 979.857422
	Iteration 39Q: 3 clusters Score -2422384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -2422414.000000 Penalty: 979.857422
	Iteration 40F: 3 clusters Score -2422414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -2422427.500000 Penalty: 979.857422
	Iteration 41Q: 3 clusters Score -2422428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -2422441.750000 Penalty: 979.857422
	Iteration 42Q: 3 clusters Score -2422442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -2422450.000000 Penalty: 979.857422
	Iteration 43Q: 3 clusters Score -2422450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -2422459.250000 Penalty: 979.857422
	Iteration 44Q: 3 clusters Score -2422459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -2422471.250000 Penalty: 979.857422
	Iteration 45Q: 3 clusters Score -2422471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -2422476.000000 Penalty: 979.857422
	Iteration 46Q: 3 clusters Score -2422476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -2422476.500000 Penalty: 979.857422
	Iteration 47Q: 3 clusters Score -2422476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -2422477.500000 Penalty: 979.857422
	Iteration 48Q: 3 clusters Score -2422478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -2422481.750000 Penalty: 979.857422
	Iteration 49Q: 3 clusters Score -2422482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -2422483.750000 Penalty: 979.857422
	Iteration 50Q: 3 clusters Score -2422484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -2422485.250000 Penalty: 979.857422
	Iteration 51Q: 3 clusters Score -2422485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -2422484.750000 Penalty: 979.857422
	Iteration 52Q: 3 clusters Score -2422485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -2422483.250000 Penalty: 979.857422
	Iteration 53Q: 3 clusters Score -2422483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -2422486.250000 Penalty: 979.857422
	Iteration 54Q: 3 clusters Score -2422486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -2422489.250000 Penalty: 979.857422
	Iteration 55Q: 3 clusters Score -2422489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -2422489.250000 Penalty: 979.857422
	Iteration 56Q: 3 clusters Score -2422489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -2422491.250000 Penalty: 979.857422
	Iteration 57Q: 3 clusters Score -2422491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -2422488.750000 Penalty: 979.857422
	Iteration 58Q: 3 clusters Score -2422489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -2422488.250000 Penalty: 979.857422
	Iteration 59Q: 3 clusters Score -2422488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -2422485.750000 Penalty: 979.857422
	Iteration 60F: 3 clusters Score -2422486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -2422489.250000 Penalty: 979.857422
	Iteration 61Q: 3 clusters Score -2422489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -2422489.500000 Penalty: 979.857422
	Iteration 62Q: 3 clusters Score -2422490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -2422488.750000 Penalty: 979.857422
	Iteration 63Q: 3 clusters Score -2422489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -2422489.500000 Penalty: 979.857422
	Iteration 64Q: 3 clusters Score -2422490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -2422493.500000 Penalty: 979.857422
	Iteration 65Q: 3 clusters Score -2422494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -2422493.750000 Penalty: 979.857422
	Iteration 66Q: 3 clusters Score -2422494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -2422494.250000 Penalty: 979.857422
	Iteration 67Q: 3 clusters Score -2422494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -2422493.500000 Penalty: 979.857422
	Iteration 68Q: 3 clusters Score -2422494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -2422496.500000 Penalty: 979.857422
	Iteration 69Q: 3 clusters Score -2422496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -2422498.750000 Penalty: 979.857422
	Iteration 70Q: 3 clusters Score -2422499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -2422498.250000 Penalty: 979.857422
	Iteration 71Q: 3 clusters Score -2422498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -2422500.250000 Penalty: 979.857422
	Iteration 72Q: 3 clusters Score -2422500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -2422506.000000 Penalty: 979.857422
	Iteration 73Q: 3 clusters Score -2422506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -2422503.250000 Penalty: 979.857422
	Iteration 74Q: 3 clusters Score -2422503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -2422504.250000 Penalty: 979.857422
	Iteration 75Q: 3 clusters Score -2422504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -2422506.750000 Penalty: 979.857422
	Iteration 76Q: 3 clusters Score -2422507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -2422514.250000 Penalty: 979.857422
	Iteration 77Q: 3 clusters Score -2422514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -2422513.000000 Penalty: 979.857422
	Iteration 78Q: 3 clusters Score -2422513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -2422512.750000 Penalty: 979.857422
	Iteration 79Q: 3 clusters Score -2422513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -2422509.500000 Penalty: 979.857422
	Iteration 80F: 3 clusters Score -2422510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -2422512.250000 Penalty: 979.857422
	Iteration 81Q: 3 clusters Score -2422512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -2422510.500000 Penalty: 979.857422
	Iteration 82Q: 3 clusters Score -2422510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -2422512.250000 Penalty: 979.857422
	Iteration 83Q: 3 clusters Score -2422512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -2422510.250000 Penalty: 979.857422
	Iteration 84Q: 3 clusters Score -2422510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -2422510.500000 Penalty: 979.857422
	Iteration 85Q: 3 clusters Score -2422510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -2422512.500000 Penalty: 979.857422
	Iteration 86Q: 3 clusters Score -2422512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -2422512.500000 Penalty: 979.857422
	Iteration 87F: 3 clusters Score -2422512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -143616.953125 Penalty: 360.031921
	Iteration 0F: 2 clusters Score -143617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -141701.765625 Penalty: 720.063843
	Iteration 0F: 3 clusters Score -141701.8 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -142432.734375 Penalty: 720.063843
	Iteration 1F: 3 clusters Score -142432.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -142595.328125 Penalty: 720.063843
	Iteration 2F: 3 clusters Score -142595.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -142698.218750 Penalty: 720.063843
	Iteration 3F: 3 clusters Score -142698.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -142806.578125 Penalty: 720.063843
	Iteration 4F: 3 clusters Score -142806.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -142892.375000 Penalty: 720.063843
	Iteration 5Q: 3 clusters Score -142892.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -142934.921875 Penalty: 720.063843
	Iteration 6Q: 3 clusters Score -142934.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -142976.421875 Penalty: 720.063843
	Iteration 7Q: 3 clusters Score -142976.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -143035.140625 Penalty: 720.063843
	Iteration 8Q: 3 clusters Score -143035.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -143095.578125 Penalty: 720.063843
	Iteration 9Q: 3 clusters Score -143095.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -143147.203125 Penalty: 720.063843
	Iteration 10Q: 3 clusters Score -143147.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -143187.406250 Penalty: 720.063843
	Iteration 11Q: 3 clusters Score -143187.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -143229.093750 Penalty: 720.063843
	Iteration 12Q: 3 clusters Score -143229.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -143265.187500 Penalty: 720.063843
	Iteration 13Q: 3 clusters Score -143265.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -143286.093750 Penalty: 720.063843
	Iteration 14Q: 3 clusters Score -143286.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -143302.328125 Penalty: 720.063843
	Iteration 15Q: 3 clusters Score -143302.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -143317.265625 Penalty: 720.063843
	Iteration 16Q: 3 clusters Score -143317.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -143334.546875 Penalty: 720.063843
	Iteration 17Q: 3 clusters Score -143334.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -143346.203125 Penalty: 720.063843
	Iteration 18Q: 3 clusters Score -143346.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -143352.953125 Penalty: 720.063843
	Iteration 19Q: 3 clusters Score -143353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -143357.531250 Penalty: 720.063843
	Iteration 20F: 3 clusters Score -143357.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -143359.125000 Penalty: 720.063843
	Iteration 21Q: 3 clusters Score -143359.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -143360.515625 Penalty: 720.063843
	Iteration 22Q: 3 clusters Score -143360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -143360.578125 Penalty: 720.063843
	Iteration 23Q: 3 clusters Score -143360.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -143360.578125 Penalty: 720.063843
	Iteration 24F: 3 clusters Score -143360.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -28448.763672 Penalty: 286.935516
	Iteration 0F: 2 clusters Score -28448.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27944.136719 Penalty: 573.871033
	Iteration 0F: 3 clusters Score -27944.14 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28146.054688 Penalty: 573.871033
	Iteration 1F: 3 clusters Score -28146.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28204.662109 Penalty: 573.871033
	Iteration 2F: 3 clusters Score -28204.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28235.548828 Penalty: 573.871033
	Iteration 3F: 3 clusters Score -28235.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28254.490234 Penalty: 573.871033
	Iteration 4Q: 3 clusters Score -28254.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28272.515625 Penalty: 573.871033
	Iteration 5Q: 3 clusters Score -28272.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28281.466797 Penalty: 573.871033
	Iteration 6Q: 3 clusters Score -28281.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28290.132812 Penalty: 573.871033
	Iteration 7Q: 3 clusters Score -28290.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28297.992188 Penalty: 573.871033
	Iteration 8Q: 3 clusters Score -28297.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28304.656250 Penalty: 573.871033
	Iteration 9Q: 3 clusters Score -28304.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28309.271484 Penalty: 573.871033
	Iteration 10Q: 3 clusters Score -28309.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28312.900391 Penalty: 573.871033
	Iteration 11Q: 3 clusters Score -28312.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28316.552734 Penalty: 573.871033
	Iteration 12Q: 3 clusters Score -28316.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28316.552734 Penalty: 573.871033
	Iteration 13F: 3 clusters Score -28316.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Entering Unmasked Estep 
Score: -541026.437500 Penalty: 416.669556
	Iteration 0F: 2 clusters Score -541026.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -534597.812500 Penalty: 833.339111
	Iteration 0F: 3 clusters Score -534597.8 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -537151.500000 Penalty: 833.339111
	Iteration 1F: 3 clusters Score -537151.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -537380.000000 Penalty: 833.339111
	Iteration 2F: 3 clusters Score -537380 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -537721.312500 Penalty: 833.339111
	Iteration 3F: 3 clusters Score -537721.3 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -538252.812500 Penalty: 833.339111
	Iteration 4F: 3 clusters Score -538252.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -538972.437500 Penalty: 833.339111
	Iteration 5F: 3 clusters Score -538972.4 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -539752.000000 Penalty: 833.339111
	Iteration 6F: 3 clusters Score -539752 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -540288.187500 Penalty: 833.339111
	Iteration 7F: 3 clusters Score -540288.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -540509.000000 Penalty: 833.339111
	Iteration 8Q: 3 clusters Score -540509 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -540606.625000 Penalty: 833.339111
	Iteration 9Q: 3 clusters Score -540606.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -540645.625000 Penalty: 833.339111
	Iteration 10Q: 3 clusters Score -540645.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -540662.437500 Penalty: 833.339111
	Iteration 11Q: 3 clusters Score -540662.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -540667.000000 Penalty: 833.339111
	Iteration 12Q: 3 clusters Score -540667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -540671.062500 Penalty: 833.339111
	Iteration 13Q: 3 clusters Score -540671.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -540672.625000 Penalty: 833.339111
	Iteration 14Q: 3 clusters Score -540672.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -540672.625000 Penalty: 833.339111
	Iteration 15F: 3 clusters Score -540672.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -15234.957031 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -15234.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14887.004883 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -14887 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15049.561523 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -15049.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15094.530273 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -15094.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15117.752930 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -15117.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -15126.801758 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -15126.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -15130.230469 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -15130.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -15131.371094 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -15131.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -15131.932617 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -15131.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -15131.932617 Penalty: 532.550415
	Iteration 8F: 3 clusters Score -15131.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -12743.800781 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -12743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12405.458984 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -12405.46 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12466.602539 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -12466.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12498.348633 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -12498.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12505.137695 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -12505.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12512.504883 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -12512.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12524.069336 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -12524.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12533.682617 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -12533.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12544.108398 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -12544.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12548.705078 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -12548.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12549.764648 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -12549.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12549.764648 Penalty: 506.371338
	Iteration 10F: 3 clusters Score -12549.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Entering Unmasked Estep 
Score: -203817.250000 Penalty: 377.719208
	Iteration 0F: 2 clusters Score -203817.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -201052.718750 Penalty: 755.438416
	Iteration 0F: 3 clusters Score -201052.7 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -202154.359375 Penalty: 755.438416
	Iteration 1F: 3 clusters Score -202154.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -202284.750000 Penalty: 755.438416
	Iteration 2F: 3 clusters Score -202284.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -202389.109375 Penalty: 755.438416
	Iteration 3F: 3 clusters Score -202389.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -202493.687500 Penalty: 755.438416
	Iteration 4Q: 3 clusters Score -202493.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -202602.046875 Penalty: 755.438416
	Iteration 5F: 3 clusters Score -202602 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -202708.640625 Penalty: 755.438416
	Iteration 6Q: 3 clusters Score -202708.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -202847.015625 Penalty: 755.438416
	Iteration 7Q: 3 clusters Score -202847 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -203011.812500 Penalty: 755.438416
	Iteration 8Q: 3 clusters Score -203011.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -203137.625000 Penalty: 755.438416
	Iteration 9Q: 3 clusters Score -203137.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -203212.828125 Penalty: 755.438416
	Iteration 10Q: 3 clusters Score -203212.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -203275.250000 Penalty: 755.438416
	Iteration 11Q: 3 clusters Score -203275.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -203328.828125 Penalty: 755.438416
	Iteration 12Q: 3 clusters Score -203328.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -203368.171875 Penalty: 755.438416
	Iteration 13Q: 3 clusters Score -203368.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -203388.156250 Penalty: 755.438416
	Iteration 14Q: 3 clusters Score -203388.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -203403.125000 Penalty: 755.438416
	Iteration 15Q: 3 clusters Score -203403.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -203416.171875 Penalty: 755.438416
	Iteration 16Q: 3 clusters Score -203416.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -203427.859375 Penalty: 755.438416
	Iteration 17Q: 3 clusters Score -203427.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -203442.687500 Penalty: 755.438416
	Iteration 18Q: 3 clusters Score -203442.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -203451.062500 Penalty: 755.438416
	Iteration 19Q: 3 clusters Score -203451.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -203457.640625 Penalty: 755.438416
	Iteration 20F: 3 clusters Score -203457.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -203459.812500 Penalty: 755.438416
	Iteration 21Q: 3 clusters Score -203459.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -203466.578125 Penalty: 755.438416
	Iteration 22Q: 3 clusters Score -203466.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -203472.640625 Penalty: 755.438416
	Iteration 23Q: 3 clusters Score -203472.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -203477.781250 Penalty: 755.438416
	Iteration 24Q: 3 clusters Score -203477.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -203486.437500 Penalty: 755.438416
	Iteration 25Q: 3 clusters Score -203486.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -203492.796875 Penalty: 755.438416
	Iteration 26Q: 3 clusters Score -203492.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -203498.843750 Penalty: 755.438416
	Iteration 27Q: 3 clusters Score -203498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -203502.125000 Penalty: 755.438416
	Iteration 28Q: 3 clusters Score -203502.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -203505.000000 Penalty: 755.438416
	Iteration 29Q: 3 clusters Score -203505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -203505.000000 Penalty: 755.438416
	Iteration 30F: 3 clusters Score -203505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -19271.992188 Penalty: 271.576202
	Iteration 0F: 2 clusters Score -19271.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18857.964844 Penalty: 543.152405
	Iteration 0F: 3 clusters Score -18857.96 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18965.373047 Penalty: 543.152405
	Iteration 1F: 3 clusters Score -18965.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18999.503906 Penalty: 543.152405
	Iteration 2F: 3 clusters Score -18999.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19011.839844 Penalty: 543.152405
	Iteration 3F: 3 clusters Score -19011.84 nChanged 3
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: -19013.691406 Penalty: 543.152405
	Iteration 4Q: 3 clusters Score -19013.69 nChanged 2
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: -19014.226562 Penalty: 543.152405
	Iteration 5Q: 3 clusters Score -19014.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19015.031250 Penalty: 543.152405
	Iteration 6Q: 3 clusters Score -19015.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19017.025391 Penalty: 543.152405
	Iteration 7Q: 3 clusters Score -19017.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19017.839844 Penalty: 543.152405
	Iteration 8Q: 3 clusters Score -19017.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19017.839844 Penalty: 543.152405
	Iteration 9F: 3 clusters Score -19017.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -37845.937500 Penalty: 306.207001
	Iteration 0F: 2 clusters Score -37845.94 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 433 members 
Entering Unmasked Estep 
Score: -37180.820312 Penalty: 612.414001
	Iteration 0F: 3 clusters Score -37180.82 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -37457.175781 Penalty: 612.414001
	Iteration 1F: 3 clusters Score -37457.18 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -37572.925781 Penalty: 612.414001
	Iteration 2F: 3 clusters Score -37572.93 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -37679.523438 Penalty: 612.414001
	Iteration 3F: 3 clusters Score -37679.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -37745.617188 Penalty: 612.414001
	Iteration 4F: 3 clusters Score -37745.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -37786.785156 Penalty: 612.414001
	Iteration 5Q: 3 clusters Score -37786.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -37812.984375 Penalty: 612.414001
	Iteration 6Q: 3 clusters Score -37812.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -37823.437500 Penalty: 612.414001
	Iteration 7Q: 3 clusters Score -37823.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -37829.843750 Penalty: 612.414001
	Iteration 8Q: 3 clusters Score -37829.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -37837.550781 Penalty: 612.414001
	Iteration 9Q: 3 clusters Score -37837.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -37842.917969 Penalty: 612.414001
	Iteration 10Q: 3 clusters Score -37842.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -37849.390625 Penalty: 612.414001
	Iteration 11Q: 3 clusters Score -37849.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -37851.128906 Penalty: 612.414001
	Iteration 12Q: 3 clusters Score -37851.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -37851.273438 Penalty: 612.414001
	Iteration 13Q: 3 clusters Score -37851.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -37851.425781 Penalty: 612.414001
	Iteration 14Q: 3 clusters Score -37851.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -37851.425781 Penalty: 612.414001
	Iteration 15F: 3 clusters Score -37851.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1070 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50202 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 12873 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47461 members 
Mstep: Class 12 contains 2732 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9486 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 267 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 84654 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294780 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1672 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 570 members 
Entering Unmasked Estep 
Score: -27471352.000000 Penalty: 22205.326172
Splitting cluster 19 changes total score from -27471684.000000 to -27471352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -131543.734375 Penalty: 354.382477
	Iteration 0F: 2 clusters Score -131543.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -129878.539062 Penalty: 708.764954
	Iteration 0F: 3 clusters Score -129878.5 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -130498.820312 Penalty: 708.764954
	Iteration 1F: 3 clusters Score -130498.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -130604.242188 Penalty: 708.764954
	Iteration 2F: 3 clusters Score -130604.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -130697.695312 Penalty: 708.764954
	Iteration 3F: 3 clusters Score -130697.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -130823.171875 Penalty: 708.764954
	Iteration 4F: 3 clusters Score -130823.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -131007.796875 Penalty: 708.764954
	Iteration 5F: 3 clusters Score -131007.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -131115.156250 Penalty: 708.764954
	Iteration 6F: 3 clusters Score -131115.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -131164.187500 Penalty: 708.764954
	Iteration 7Q: 3 clusters Score -131164.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -131192.156250 Penalty: 708.764954
	Iteration 8Q: 3 clusters Score -131192.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131213.750000 Penalty: 708.764954
	Iteration 9Q: 3 clusters Score -131213.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -131234.812500 Penalty: 708.764954
	Iteration 10Q: 3 clusters Score -131234.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -131250.390625 Penalty: 708.764954
	Iteration 11Q: 3 clusters Score -131250.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -131262.062500 Penalty: 708.764954
	Iteration 12Q: 3 clusters Score -131262.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -131266.453125 Penalty: 708.764954
	Iteration 13Q: 3 clusters Score -131266.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -131268.296875 Penalty: 708.764954
	Iteration 14Q: 3 clusters Score -131268.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -131270.671875 Penalty: 708.764954
	Iteration 15Q: 3 clusters Score -131270.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -131271.718750 Penalty: 708.764954
	Iteration 16Q: 3 clusters Score -131271.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -131273.296875 Penalty: 708.764954
	Iteration 17Q: 3 clusters Score -131273.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -131274.109375 Penalty: 708.764954
	Iteration 18Q: 3 clusters Score -131274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -131274.640625 Penalty: 708.764954
	Iteration 19Q: 3 clusters Score -131274.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -131275.953125 Penalty: 708.764954
	Iteration 20F: 3 clusters Score -131276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -131277.203125 Penalty: 708.764954
	Iteration 21Q: 3 clusters Score -131277.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -131279.843750 Penalty: 708.764954
	Iteration 22Q: 3 clusters Score -131279.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -131281.062500 Penalty: 708.764954
	Iteration 23Q: 3 clusters Score -131281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -131283.421875 Penalty: 708.764954
	Iteration 24Q: 3 clusters Score -131283.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131286.343750 Penalty: 708.764954
	Iteration 25Q: 3 clusters Score -131286.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -131289.718750 Penalty: 708.764954
	Iteration 26Q: 3 clusters Score -131289.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -131293.656250 Penalty: 708.764954
	Iteration 27Q: 3 clusters Score -131293.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -131296.296875 Penalty: 708.764954
	Iteration 28Q: 3 clusters Score -131296.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -131300.453125 Penalty: 708.764954
	Iteration 29Q: 3 clusters Score -131300.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -131301.734375 Penalty: 708.764954
	Iteration 30Q: 3 clusters Score -131301.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -131302.437500 Penalty: 708.764954
	Iteration 31Q: 3 clusters Score -131302.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -131303.875000 Penalty: 708.764954
	Iteration 32Q: 3 clusters Score -131303.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -131306.234375 Penalty: 708.764954
	Iteration 33Q: 3 clusters Score -131306.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -131309.843750 Penalty: 708.764954
	Iteration 34Q: 3 clusters Score -131309.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -131316.000000 Penalty: 708.764954
	Iteration 35Q: 3 clusters Score -131316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -131323.375000 Penalty: 708.764954
	Iteration 36Q: 3 clusters Score -131323.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -131332.265625 Penalty: 708.764954
	Iteration 37Q: 3 clusters Score -131332.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -131337.078125 Penalty: 708.764954
	Iteration 38Q: 3 clusters Score -131337.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -131342.671875 Penalty: 708.764954
	Iteration 39Q: 3 clusters Score -131342.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -131350.484375 Penalty: 708.764954
	Iteration 40F: 3 clusters Score -131350.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -131356.140625 Penalty: 708.764954
	Iteration 41Q: 3 clusters Score -131356.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -131360.890625 Penalty: 708.764954
	Iteration 42Q: 3 clusters Score -131360.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -131362.843750 Penalty: 708.764954
	Iteration 43Q: 3 clusters Score -131362.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -131364.359375 Penalty: 708.764954
	Iteration 44Q: 3 clusters Score -131364.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -131365.937500 Penalty: 708.764954
	Iteration 45Q: 3 clusters Score -131365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -131366.500000 Penalty: 708.764954
	Iteration 46Q: 3 clusters Score -131366.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -131366.734375 Penalty: 708.764954
	Iteration 47Q: 3 clusters Score -131366.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -131366.734375 Penalty: 708.764954
	Iteration 48F: 3 clusters Score -131366.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -17745.845703 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -17745.85 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 218 members 
Entering Unmasked Estep 
Score: -17349.320312 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -17349.32 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17488.552734 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -17488.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17538.787109 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -17538.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -17576.878906 Penalty: 546.802002
	Iteration 3F: 3 clusters Score -17576.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -17609.619141 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -17609.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17636.734375 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -17636.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17668.365234 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -17668.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17715.437500 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -17715.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17742.783203 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -17742.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17747.562500 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -17747.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17748.095703 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -17748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17749.523438 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -17749.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17750.158203 Penalty: 546.802002
	Iteration 12Q: 3 clusters Score -17750.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17750.158203 Penalty: 546.802002
	Iteration 13F: 3 clusters Score -17750.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1070 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50202 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 12873 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47461 members 
Mstep: Class 12 contains 2732 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9486 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 84654 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294780 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1672 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 199 members 
Entering Unmasked Estep 
Score: -27471332.000000 Penalty: 22205.326172
Splitting cluster 21 changes total score from -27471684.000000 to -27471332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -5895.251953 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -5895.252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5675.569824 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -5675.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5712.345215 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -5712.345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5726.653320 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -5726.653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5727.606934 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -5727.607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5729.537598 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -5729.538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5729.537598 Penalty: 439.376556
	Iteration 5F: 3 clusters Score -5729.538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -25604.173828 Penalty: 284.021149
	Iteration 0F: 2 clusters Score -25604.17 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 236 members 
Entering Unmasked Estep 
Score: -25110.927734 Penalty: 568.042297
	Iteration 0F: 3 clusters Score -25110.93 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25235.189453 Penalty: 568.042297
	Iteration 1F: 3 clusters Score -25235.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25257.814453 Penalty: 568.042297
	Iteration 2F: 3 clusters Score -25257.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25277.849609 Penalty: 568.042297
	Iteration 3F: 3 clusters Score -25277.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25301.400391 Penalty: 568.042297
	Iteration 4Q: 3 clusters Score -25301.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25326.458984 Penalty: 568.042297
	Iteration 5Q: 3 clusters Score -25326.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25334.082031 Penalty: 568.042297
	Iteration 6Q: 3 clusters Score -25334.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25337.804688 Penalty: 568.042297
	Iteration 7Q: 3 clusters Score -25337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25338.634766 Penalty: 568.042297
	Iteration 8Q: 3 clusters Score -25338.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25339.998047 Penalty: 568.042297
	Iteration 9Q: 3 clusters Score -25340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25340.275391 Penalty: 568.042297
	Iteration 10Q: 3 clusters Score -25340.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25340.275391 Penalty: 568.042297
	Iteration 11F: 3 clusters Score -25340.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -23794.009766 Penalty: 278.473541
	Iteration 0F: 2 clusters Score -23794.01 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 238 members 
Entering Unmasked Estep 
Score: -23348.785156 Penalty: 556.947083
	Iteration 0F: 3 clusters Score -23348.79 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23492.855469 Penalty: 556.947083
	Iteration 1F: 3 clusters Score -23492.86 nChanged 26
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: -23562.937500 Penalty: 556.947083
	Iteration 2F: 3 clusters Score -23562.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23624.720703 Penalty: 556.947083
	Iteration 3F: 3 clusters Score -23624.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23675.171875 Penalty: 556.947083
	Iteration 4F: 3 clusters Score -23675.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -23706.660156 Penalty: 556.947083
	Iteration 5F: 3 clusters Score -23706.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -23721.603516 Penalty: 556.947083
	Iteration 6Q: 3 clusters Score -23721.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -23729.769531 Penalty: 556.947083
	Iteration 7Q: 3 clusters Score -23729.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -23736.423828 Penalty: 556.947083
	Iteration 8Q: 3 clusters Score -23736.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -23739.839844 Penalty: 556.947083
	Iteration 9Q: 3 clusters Score -23739.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -23742.197266 Penalty: 556.947083
	Iteration 10Q: 3 clusters Score -23742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -23744.923828 Penalty: 556.947083
	Iteration 11Q: 3 clusters Score -23744.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -23745.652344 Penalty: 556.947083
	Iteration 12Q: 3 clusters Score -23745.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -23747.736328 Penalty: 556.947083
	Iteration 13Q: 3 clusters Score -23747.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -23748.541016 Penalty: 556.947083
	Iteration 14Q: 3 clusters Score -23748.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -23749.220703 Penalty: 556.947083
	Iteration 15Q: 3 clusters Score -23749.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -23749.220703 Penalty: 556.947083
	Iteration 16F: 3 clusters Score -23749.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (84654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84654 members 
Entering Unmasked Estep 
Score: -4577875.000000 Penalty: 516.257935
	Iteration 0F: 2 clusters Score -4577875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -4520506.000000 Penalty: 1032.515869
	Iteration 0F: 3 clusters Score -4520506 nChanged 41491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -4547815.500000 Penalty: 1032.515869
	Iteration 1F: 3 clusters Score -4547816 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -4551444.000000 Penalty: 1032.515869
	Iteration 2F: 3 clusters Score -4551444 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -4556987.000000 Penalty: 1032.515869
	Iteration 3F: 3 clusters Score -4556987 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -4563035.000000 Penalty: 1032.515869
	Iteration 4F: 3 clusters Score -4563035 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 58926 members 
Entering Unmasked Estep 
Score: -4566822.500000 Penalty: 1032.515869
	Iteration 5F: 3 clusters Score -4566822 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -4568561.500000 Penalty: 1032.515869
	Iteration 6Q: 3 clusters Score -4568562 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -4569419.000000 Penalty: 1032.515869
	Iteration 7Q: 3 clusters Score -4569419 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -4570053.500000 Penalty: 1032.515869
	Iteration 8Q: 3 clusters Score -4570054 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -4570528.500000 Penalty: 1032.515869
	Iteration 9Q: 3 clusters Score -4570528 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -4570976.500000 Penalty: 1032.515869
	Iteration 10Q: 3 clusters Score -4570976 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -4571419.500000 Penalty: 1032.515869
	Iteration 11Q: 3 clusters Score -4571420 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -4571761.000000 Penalty: 1032.515869
	Iteration 12Q: 3 clusters Score -4571761 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -4572088.500000 Penalty: 1032.515869
	Iteration 13Q: 3 clusters Score -4572088 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 68384 members 
Entering Unmasked Estep 
Score: -4572429.000000 Penalty: 1032.515869
	Iteration 14Q: 3 clusters Score -4572429 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -4572752.000000 Penalty: 1032.515869
	Iteration 15Q: 3 clusters Score -4572752 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 70338 members 
Entering Unmasked Estep 
Score: -4573028.000000 Penalty: 1032.515869
	Iteration 16Q: 3 clusters Score -4573028 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -4573298.000000 Penalty: 1032.515869
	Iteration 17Q: 3 clusters Score -4573298 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 72201 members 
Entering Unmasked Estep 
Score: -4573586.500000 Penalty: 1032.515869
	Iteration 18Q: 3 clusters Score -4573586 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 73063 members 
Entering Unmasked Estep 
Score: -4573830.500000 Penalty: 1032.515869
	Iteration 19Q: 3 clusters Score -4573830 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 73939 members 
Entering Unmasked Estep 
Score: -4574092.000000 Penalty: 1032.515869
	Iteration 20F: 3 clusters Score -4574092 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 74814 members 
Entering Unmasked Estep 
Score: -4574349.500000 Penalty: 1032.515869
	Iteration 21Q: 3 clusters Score -4574350 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 75704 members 
Entering Unmasked Estep 
Score: -4574640.000000 Penalty: 1032.515869
	Iteration 22Q: 3 clusters Score -4574640 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 76566 members 
Entering Unmasked Estep 
Score: -4574919.500000 Penalty: 1032.515869
	Iteration 23Q: 3 clusters Score -4574920 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
Score: -4575188.500000 Penalty: 1032.515869
	Iteration 24Q: 3 clusters Score -4575188 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -4575442.500000 Penalty: 1032.515869
	Iteration 25Q: 3 clusters Score -4575442 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 78882 members 
Entering Unmasked Estep 
Score: -4575685.000000 Penalty: 1032.515869
	Iteration 26Q: 3 clusters Score -4575685 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 79588 members 
Entering Unmasked Estep 
Score: -4575915.500000 Penalty: 1032.515869
	Iteration 27Q: 3 clusters Score -4575916 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 80236 members 
Entering Unmasked Estep 
Score: -4576147.500000 Penalty: 1032.515869
	Iteration 28Q: 3 clusters Score -4576148 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -4576349.500000 Penalty: 1032.515869
	Iteration 29Q: 3 clusters Score -4576350 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -4576553.000000 Penalty: 1032.515869
	Iteration 30Q: 3 clusters Score -4576553 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 81746 members 
Entering Unmasked Estep 
Score: -4576698.500000 Penalty: 1032.515869
	Iteration 31Q: 3 clusters Score -4576698 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 82130 members 
Entering Unmasked Estep 
Score: -4576780.000000 Penalty: 1032.515869
	Iteration 32Q: 3 clusters Score -4576780 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 82429 members 
Entering Unmasked Estep 
Score: -4576870.500000 Penalty: 1032.515869
	Iteration 33Q: 3 clusters Score -4576870 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 82713 members 
Entering Unmasked Estep 
Score: -4576969.000000 Penalty: 1032.515869
	Iteration 34Q: 3 clusters Score -4576969 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 82958 members 
Entering Unmasked Estep 
Score: -4577060.500000 Penalty: 1032.515869
	Iteration 35Q: 3 clusters Score -4577060 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 83147 members 
Entering Unmasked Estep 
Score: -4577126.000000 Penalty: 1032.515869
	Iteration 36Q: 3 clusters Score -4577126 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 83310 members 
Entering Unmasked Estep 
Score: -4577193.000000 Penalty: 1032.515869
	Iteration 37Q: 3 clusters Score -4577193 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 83454 members 
Entering Unmasked Estep 
Score: -4577242.000000 Penalty: 1032.515869
	Iteration 38Q: 3 clusters Score -4577242 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 83591 members 
Entering Unmasked Estep 
Score: -4577286.500000 Penalty: 1032.515869
	Iteration 39Q: 3 clusters Score -4577286 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
Score: -4577330.500000 Penalty: 1032.515869
	Iteration 40F: 3 clusters Score -4577330 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -4577359.000000 Penalty: 1032.515869
	Iteration 41Q: 3 clusters Score -4577359 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 83824 members 
Entering Unmasked Estep 
Score: -4577375.500000 Penalty: 1032.515869
	Iteration 42Q: 3 clusters Score -4577376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 83867 members 
Entering Unmasked Estep 
Score: -4577378.500000 Penalty: 1032.515869
	Iteration 43Q: 3 clusters Score -4577378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 83912 members 
Entering Unmasked Estep 
Score: -4577386.500000 Penalty: 1032.515869
	Iteration 44Q: 3 clusters Score -4577386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 83950 members 
Entering Unmasked Estep 
Score: -4577397.000000 Penalty: 1032.515869
	Iteration 45Q: 3 clusters Score -4577397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -4577406.000000 Penalty: 1032.515869
	Iteration 46Q: 3 clusters Score -4577406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -4577416.000000 Penalty: 1032.515869
	Iteration 47Q: 3 clusters Score -4577416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 84028 members 
Entering Unmasked Estep 
Score: -4577418.000000 Penalty: 1032.515869
	Iteration 48Q: 3 clusters Score -4577418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -4577415.500000 Penalty: 1032.515869
	Iteration 49Q: 3 clusters Score -4577416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -4577422.000000 Penalty: 1032.515869
	Iteration 50Q: 3 clusters Score -4577422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 84090 members 
Entering Unmasked Estep 
Score: -4577429.000000 Penalty: 1032.515869
	Iteration 51Q: 3 clusters Score -4577429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 84099 members 
Entering Unmasked Estep 
Score: -4577434.000000 Penalty: 1032.515869
	Iteration 52Q: 3 clusters Score -4577434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 84113 members 
Entering Unmasked Estep 
Score: -4577435.500000 Penalty: 1032.515869
	Iteration 53Q: 3 clusters Score -4577436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -4577445.000000 Penalty: 1032.515869
	Iteration 54Q: 3 clusters Score -4577445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -4577449.000000 Penalty: 1032.515869
	Iteration 55Q: 3 clusters Score -4577449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 84161 members 
Entering Unmasked Estep 
Score: -4577455.000000 Penalty: 1032.515869
	Iteration 56Q: 3 clusters Score -4577455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 84172 members 
Entering Unmasked Estep 
Score: -4577463.000000 Penalty: 1032.515869
	Iteration 57Q: 3 clusters Score -4577463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -4577465.500000 Penalty: 1032.515869
	Iteration 58Q: 3 clusters Score -4577466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 84184 members 
Entering Unmasked Estep 
Score: -4577462.500000 Penalty: 1032.515869
	Iteration 59Q: 3 clusters Score -4577462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -4577467.000000 Penalty: 1032.515869
	Iteration 60F: 3 clusters Score -4577467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -4577471.500000 Penalty: 1032.515869
	Iteration 61Q: 3 clusters Score -4577472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 84199 members 
Entering Unmasked Estep 
Score: -4577470.500000 Penalty: 1032.515869
	Iteration 62Q: 3 clusters Score -4577470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -4577476.500000 Penalty: 1032.515869
	Iteration 63Q: 3 clusters Score -4577476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 84201 members 
Entering Unmasked Estep 
Score: -4577473.000000 Penalty: 1032.515869
	Iteration 64Q: 3 clusters Score -4577473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 84205 members 
Entering Unmasked Estep 
Score: -4577476.500000 Penalty: 1032.515869
	Iteration 65Q: 3 clusters Score -4577476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 84210 members 
Entering Unmasked Estep 
Score: -4577481.000000 Penalty: 1032.515869
	Iteration 66Q: 3 clusters Score -4577481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 84210 members 
Entering Unmasked Estep 
Score: -4577481.000000 Penalty: 1032.515869
	Iteration 67F: 3 clusters Score -4577481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -44955.550781 Penalty: 308.949432
	Iteration 0F: 2 clusters Score -44955.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -44207.500000 Penalty: 617.898865
	Iteration 0F: 3 clusters Score -44207.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -44472.558594 Penalty: 617.898865
	Iteration 1F: 3 clusters Score -44472.56 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44639.136719 Penalty: 617.898865
	Iteration 2F: 3 clusters Score -44639.14 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44721.242188 Penalty: 617.898865
	Iteration 3F: 3 clusters Score -44721.24 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44761.062500 Penalty: 617.898865
	Iteration 4F: 3 clusters Score -44761.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44772.210938 Penalty: 617.898865
	Iteration 5Q: 3 clusters Score -44772.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44778.019531 Penalty: 617.898865
	Iteration 6Q: 3 clusters Score -44778.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44785.699219 Penalty: 617.898865
	Iteration 7Q: 3 clusters Score -44785.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44793.761719 Penalty: 617.898865
	Iteration 8Q: 3 clusters Score -44793.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44802.226562 Penalty: 617.898865
	Iteration 9Q: 3 clusters Score -44802.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44804.980469 Penalty: 617.898865
	Iteration 10Q: 3 clusters Score -44804.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44806.144531 Penalty: 617.898865
	Iteration 11Q: 3 clusters Score -44806.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44807.191406 Penalty: 617.898865
	Iteration 12Q: 3 clusters Score -44807.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44807.671875 Penalty: 617.898865
	Iteration 13Q: 3 clusters Score -44807.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44809.128906 Penalty: 617.898865
	Iteration 14Q: 3 clusters Score -44809.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44810.699219 Penalty: 617.898865
	Iteration 15Q: 3 clusters Score -44810.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44812.531250 Penalty: 617.898865
	Iteration 16Q: 3 clusters Score -44812.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44814.699219 Penalty: 617.898865
	Iteration 17Q: 3 clusters Score -44814.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44815.746094 Penalty: 617.898865
	Iteration 18Q: 3 clusters Score -44815.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44817.300781 Penalty: 617.898865
	Iteration 19Q: 3 clusters Score -44817.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44818.921875 Penalty: 617.898865
	Iteration 20F: 3 clusters Score -44818.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44822.027344 Penalty: 617.898865
	Iteration 21Q: 3 clusters Score -44822.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44822.796875 Penalty: 617.898865
	Iteration 22Q: 3 clusters Score -44822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44822.796875 Penalty: 617.898865
	Iteration 23F: 3 clusters Score -44822.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -5429.292480 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -5429.292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5218.586914 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -5218.587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5320.167480 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -5320.167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5358.422852 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -5358.423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5360.175781 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -5360.176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5368.217285 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -5368.217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5369.569336 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -5369.569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5369.569336 Penalty: 447.051605
	Iteration 6F: 3 clusters Score -5369.569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -14015.135742 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -14015.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13636.883789 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -13636.88 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13715.591797 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -13715.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13761.360352 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -13761.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13794.222656 Penalty: 524.060059
	Iteration 3F: 3 clusters Score -13794.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13812.232422 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -13812.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13824.677734 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -13824.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -13830.695312 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -13830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13832.627930 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -13832.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13835.560547 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -13835.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13839.697266 Penalty: 524.060059
	Iteration 9Q: 3 clusters Score -13839.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13844.733398 Penalty: 524.060059
	Iteration 10Q: 3 clusters Score -13844.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13847.013672 Penalty: 524.060059
	Iteration 11Q: 3 clusters Score -13847.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13847.362305 Penalty: 524.060059
	Iteration 12Q: 3 clusters Score -13847.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -13848.242188 Penalty: 524.060059
	Iteration 13Q: 3 clusters Score -13848.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13849.000977 Penalty: 524.060059
	Iteration 14Q: 3 clusters Score -13849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13851.269531 Penalty: 524.060059
	Iteration 15Q: 3 clusters Score -13851.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13854.791016 Penalty: 524.060059
	Iteration 16Q: 3 clusters Score -13854.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -13856.053711 Penalty: 524.060059
	Iteration 17Q: 3 clusters Score -13856.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13857.265625 Penalty: 524.060059
	Iteration 18Q: 3 clusters Score -13857.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13857.265625 Penalty: 524.060059
	Iteration 19F: 3 clusters Score -13857.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -6019.330078 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -6019.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5805.218750 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -5805.219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5835.233887 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -5835.234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5838.958984 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -5838.959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5838.958984 Penalty: 440.101654
	Iteration 3F: 3 clusters Score -5838.959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -24109.074219 Penalty: 286.852417
	Iteration 0F: 2 clusters Score -24109.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23609.234375 Penalty: 573.704834
	Iteration 0F: 3 clusters Score -23609.23 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -23830.021484 Penalty: 573.704834
	Iteration 1F: 3 clusters Score -23830.02 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23948.865234 Penalty: 573.704834
	Iteration 2F: 3 clusters Score -23948.87 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24041.400391 Penalty: 573.704834
	Iteration 3F: 3 clusters Score -24041.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24095.107422 Penalty: 573.704834
	Iteration 4F: 3 clusters Score -24095.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24129.781250 Penalty: 573.704834
	Iteration 5Q: 3 clusters Score -24129.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24138.171875 Penalty: 573.704834
	Iteration 6Q: 3 clusters Score -24138.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24147.097656 Penalty: 573.704834
	Iteration 7Q: 3 clusters Score -24147.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24168.337891 Penalty: 573.704834
	Iteration 8Q: 3 clusters Score -24168.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24185.445312 Penalty: 573.704834
	Iteration 9Q: 3 clusters Score -24185.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24198.185547 Penalty: 573.704834
	Iteration 10Q: 3 clusters Score -24198.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24200.841797 Penalty: 573.704834
	Iteration 11Q: 3 clusters Score -24200.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24201.179688 Penalty: 573.704834
	Iteration 12Q: 3 clusters Score -24201.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24201.630859 Penalty: 573.704834
	Iteration 13Q: 3 clusters Score -24201.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24202.472656 Penalty: 573.704834
	Iteration 14Q: 3 clusters Score -24202.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24202.472656 Penalty: 573.704834
	Iteration 15F: 3 clusters Score -24202.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1070 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50202 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 12873 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47461 members 
Mstep: Class 12 contains 2732 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9486 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 84654 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 287 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294780 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1672 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 260 members 
Entering Unmasked Estep 
Score: -27471430.000000 Penalty: 22205.326172
Splitting cluster 30 changes total score from -27471684.000000 to -27471430.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -58333.046875 Penalty: 320.701599
	Iteration 0F: 2 clusters Score -58333.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -57429.242188 Penalty: 641.403198
	Iteration 0F: 3 clusters Score -57429.24 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -57733.765625 Penalty: 641.403198
	Iteration 1F: 3 clusters Score -57733.77 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -57840.171875 Penalty: 641.403198
	Iteration 2F: 3 clusters Score -57840.17 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -57909.789062 Penalty: 641.403198
	Iteration 3F: 3 clusters Score -57909.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -57948.148438 Penalty: 641.403198
	Iteration 4Q: 3 clusters Score -57948.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -57975.695312 Penalty: 641.403198
	Iteration 5Q: 3 clusters Score -57975.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -57993.636719 Penalty: 641.403198
	Iteration 6Q: 3 clusters Score -57993.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -58002.195312 Penalty: 641.403198
	Iteration 7Q: 3 clusters Score -58002.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -58012.320312 Penalty: 641.403198
	Iteration 8Q: 3 clusters Score -58012.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -58031.027344 Penalty: 641.403198
	Iteration 9Q: 3 clusters Score -58031.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -58046.195312 Penalty: 641.403198
	Iteration 10Q: 3 clusters Score -58046.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -58064.304688 Penalty: 641.403198
	Iteration 11Q: 3 clusters Score -58064.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -58083.761719 Penalty: 641.403198
	Iteration 12Q: 3 clusters Score -58083.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -58096.937500 Penalty: 641.403198
	Iteration 13Q: 3 clusters Score -58096.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -58114.957031 Penalty: 641.403198
	Iteration 14Q: 3 clusters Score -58114.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -58128.347656 Penalty: 641.403198
	Iteration 15Q: 3 clusters Score -58128.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -58138.906250 Penalty: 641.403198
	Iteration 16Q: 3 clusters Score -58138.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -58148.019531 Penalty: 641.403198
	Iteration 17Q: 3 clusters Score -58148.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -58154.843750 Penalty: 641.403198
	Iteration 18Q: 3 clusters Score -58154.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -58162.179688 Penalty: 641.403198
	Iteration 19Q: 3 clusters Score -58162.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -58170.250000 Penalty: 641.403198
	Iteration 20F: 3 clusters Score -58170.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -58178.378906 Penalty: 641.403198
	Iteration 21Q: 3 clusters Score -58178.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -58182.210938 Penalty: 641.403198
	Iteration 22Q: 3 clusters Score -58182.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -58185.992188 Penalty: 641.403198
	Iteration 23Q: 3 clusters Score -58185.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -58189.203125 Penalty: 641.403198
	Iteration 24Q: 3 clusters Score -58189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -58190.679688 Penalty: 641.403198
	Iteration 25Q: 3 clusters Score -58190.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -58192.332031 Penalty: 641.403198
	Iteration 26Q: 3 clusters Score -58192.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -58193.160156 Penalty: 641.403198
	Iteration 27Q: 3 clusters Score -58193.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -58194.417969 Penalty: 641.403198
	Iteration 28Q: 3 clusters Score -58194.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -58195.750000 Penalty: 641.403198
	Iteration 29Q: 3 clusters Score -58195.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -58198.433594 Penalty: 641.403198
	Iteration 30Q: 3 clusters Score -58198.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -58199.957031 Penalty: 641.403198
	Iteration 31Q: 3 clusters Score -58199.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -58200.988281 Penalty: 641.403198
	Iteration 32Q: 3 clusters Score -58200.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -58201.121094 Penalty: 641.403198
	Iteration 33Q: 3 clusters Score -58201.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -58201.121094 Penalty: 641.403198
	Iteration 34F: 3 clusters Score -58201.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (74 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Entering Unmasked Estep 
Score: -2291.147461 Penalty: 195.834961
	Iteration 0F: 2 clusters Score -2291.147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2157.010498 Penalty: 391.669922
	Iteration 0F: 3 clusters Score -2157.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2203.570312 Penalty: 391.669922
	Iteration 1F: 3 clusters Score -2203.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2225.347656 Penalty: 391.669922
	Iteration 2F: 3 clusters Score -2225.348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2247.879150 Penalty: 391.669922
	Iteration 3F: 3 clusters Score -2247.879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (294780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294780 members 
Entering Unmasked Estep 
Score: -15627033.000000 Penalty: 573.026306
	Iteration 0F: 2 clusters Score -1.562703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147297 members 
Mstep: Class 2 contains 147483 members 
Entering Unmasked Estep 
Score: -15437623.000000 Penalty: 1146.052612
	Iteration 0F: 3 clusters Score -1.543762e+07 nChanged 145714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149803 members 
Mstep: Class 2 contains 144977 members 
Entering Unmasked Estep 
Score: -15528821.000000 Penalty: 1146.052612
	Iteration 1F: 3 clusters Score -1.552882e+07 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150735 members 
Mstep: Class 2 contains 144045 members 
Entering Unmasked Estep 
Score: -15532777.000000 Penalty: 1146.052612
	Iteration 2Q: 3 clusters Score -1.553278e+07 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151395 members 
Mstep: Class 2 contains 143385 members 
Entering Unmasked Estep 
Score: -15538695.000000 Penalty: 1146.052612
	Iteration 3Q: 3 clusters Score -1.55387e+07 nChanged 15130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151499 members 
Mstep: Class 2 contains 143281 members 
Entering Unmasked Estep 
Score: -15547480.000000 Penalty: 1146.052612
	Iteration 4F: 3 clusters Score -1.554748e+07 nChanged 17673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151066 members 
Mstep: Class 2 contains 143714 members 
Entering Unmasked Estep 
Score: -15560754.000000 Penalty: 1146.052612
	Iteration 5F: 3 clusters Score -1.556075e+07 nChanged 19207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150059 members 
Mstep: Class 2 contains 144721 members 
Entering Unmasked Estep 
Score: -15574758.000000 Penalty: 1146.052612
	Iteration 6F: 3 clusters Score -1.557476e+07 nChanged 15902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149377 members 
Mstep: Class 2 contains 145403 members 
Entering Unmasked Estep 
Score: -15582110.000000 Penalty: 1146.052612
	Iteration 7F: 3 clusters Score -1.558211e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149056 members 
Mstep: Class 2 contains 145724 members 
Entering Unmasked Estep 
Score: -15584110.000000 Penalty: 1146.052612
	Iteration 8Q: 3 clusters Score -1.558411e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148923 members 
Mstep: Class 2 contains 145857 members 
Entering Unmasked Estep 
Score: -15584675.000000 Penalty: 1146.052612
	Iteration 9Q: 3 clusters Score -1.558468e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148737 members 
Mstep: Class 2 contains 146043 members 
Entering Unmasked Estep 
Score: -15584871.000000 Penalty: 1146.052612
	Iteration 10Q: 3 clusters Score -1.558487e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148528 members 
Mstep: Class 2 contains 146252 members 
Entering Unmasked Estep 
Score: -15585104.000000 Penalty: 1146.052612
	Iteration 11Q: 3 clusters Score -1.55851e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148305 members 
Mstep: Class 2 contains 146475 members 
Entering Unmasked Estep 
Score: -15585350.000000 Penalty: 1146.052612
	Iteration 12Q: 3 clusters Score -1.558535e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148112 members 
Mstep: Class 2 contains 146668 members 
Entering Unmasked Estep 
Score: -15585581.000000 Penalty: 1146.052612
	Iteration 13Q: 3 clusters Score -1.558558e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147912 members 
Mstep: Class 2 contains 146868 members 
Entering Unmasked Estep 
Score: -15585752.000000 Penalty: 1146.052612
	Iteration 14Q: 3 clusters Score -1.558575e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147727 members 
Mstep: Class 2 contains 147053 members 
Entering Unmasked Estep 
Score: -15585951.000000 Penalty: 1146.052612
	Iteration 15Q: 3 clusters Score -1.558595e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147530 members 
Mstep: Class 2 contains 147250 members 
Entering Unmasked Estep 
Score: -15586079.000000 Penalty: 1146.052612
	Iteration 16Q: 3 clusters Score -1.558608e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147337 members 
Mstep: Class 2 contains 147443 members 
Entering Unmasked Estep 
Score: -15586358.000000 Penalty: 1146.052612
	Iteration 17Q: 3 clusters Score -1.558636e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147236 members 
Mstep: Class 2 contains 147544 members 
Entering Unmasked Estep 
Score: -15586534.000000 Penalty: 1146.052612
	Iteration 18Q: 3 clusters Score -1.558653e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147081 members 
Mstep: Class 2 contains 147699 members 
Entering Unmasked Estep 
Score: -15586930.000000 Penalty: 1146.052612
	Iteration 19Q: 3 clusters Score -1.558693e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146964 members 
Mstep: Class 2 contains 147816 members 
Entering Unmasked Estep 
Score: -15587214.000000 Penalty: 1146.052612
	Iteration 20F: 3 clusters Score -1.558721e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146917 members 
Mstep: Class 2 contains 147863 members 
Entering Unmasked Estep 
Score: -15587410.000000 Penalty: 1146.052612
	Iteration 21Q: 3 clusters Score -1.558741e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146993 members 
Mstep: Class 2 contains 147787 members 
Entering Unmasked Estep 
Score: -15587648.000000 Penalty: 1146.052612
	Iteration 22Q: 3 clusters Score -1.558765e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147109 members 
Mstep: Class 2 contains 147671 members 
Entering Unmasked Estep 
Score: -15587936.000000 Penalty: 1146.052612
	Iteration 23Q: 3 clusters Score -1.558794e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147284 members 
Mstep: Class 2 contains 147496 members 
Entering Unmasked Estep 
Score: -15588148.000000 Penalty: 1146.052612
	Iteration 24Q: 3 clusters Score -1.558815e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147496 members 
Mstep: Class 2 contains 147284 members 
Entering Unmasked Estep 
Score: -15588520.000000 Penalty: 1146.052612
	Iteration 25Q: 3 clusters Score -1.558852e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147722 members 
Mstep: Class 2 contains 147058 members 
Entering Unmasked Estep 
Score: -15588836.000000 Penalty: 1146.052612
	Iteration 26Q: 3 clusters Score -1.558884e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147906 members 
Mstep: Class 2 contains 146874 members 
Entering Unmasked Estep 
Score: -15589150.000000 Penalty: 1146.052612
	Iteration 27Q: 3 clusters Score -1.558915e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148113 members 
Mstep: Class 2 contains 146667 members 
Entering Unmasked Estep 
Score: -15589506.000000 Penalty: 1146.052612
	Iteration 28Q: 3 clusters Score -1.558951e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148422 members 
Mstep: Class 2 contains 146358 members 
Entering Unmasked Estep 
Score: -15589917.000000 Penalty: 1146.052612
	Iteration 29Q: 3 clusters Score -1.558992e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148764 members 
Mstep: Class 2 contains 146016 members 
Entering Unmasked Estep 
Score: -15590300.000000 Penalty: 1146.052612
	Iteration 30Q: 3 clusters Score -1.55903e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149070 members 
Mstep: Class 2 contains 145710 members 
Entering Unmasked Estep 
Score: -15590730.000000 Penalty: 1146.052612
	Iteration 31Q: 3 clusters Score -1.559073e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149392 members 
Mstep: Class 2 contains 145388 members 
Entering Unmasked Estep 
Score: -15591129.000000 Penalty: 1146.052612
	Iteration 32Q: 3 clusters Score -1.559113e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149694 members 
Mstep: Class 2 contains 145086 members 
Entering Unmasked Estep 
Score: -15591511.000000 Penalty: 1146.052612
	Iteration 33Q: 3 clusters Score -1.559151e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150035 members 
Mstep: Class 2 contains 144745 members 
Entering Unmasked Estep 
Score: -15591961.000000 Penalty: 1146.052612
	Iteration 34Q: 3 clusters Score -1.559196e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150430 members 
Mstep: Class 2 contains 144350 members 
Entering Unmasked Estep 
Score: -15592466.000000 Penalty: 1146.052612
	Iteration 35Q: 3 clusters Score -1.559247e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150823 members 
Mstep: Class 2 contains 143957 members 
Entering Unmasked Estep 
Score: -15593010.000000 Penalty: 1146.052612
	Iteration 36Q: 3 clusters Score -1.559301e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151085 members 
Mstep: Class 2 contains 143695 members 
Entering Unmasked Estep 
Score: -15593701.000000 Penalty: 1146.052612
	Iteration 37Q: 3 clusters Score -1.55937e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151377 members 
Mstep: Class 2 contains 143403 members 
Entering Unmasked Estep 
Score: -15594222.000000 Penalty: 1146.052612
	Iteration 38Q: 3 clusters Score -1.559422e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151619 members 
Mstep: Class 2 contains 143161 members 
Entering Unmasked Estep 
Score: -15594886.000000 Penalty: 1146.052612
	Iteration 39Q: 3 clusters Score -1.559489e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151875 members 
Mstep: Class 2 contains 142905 members 
Entering Unmasked Estep 
Score: -15595467.000000 Penalty: 1146.052612
	Iteration 40F: 3 clusters Score -1.559547e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152061 members 
Mstep: Class 2 contains 142719 members 
Entering Unmasked Estep 
Score: -15596073.000000 Penalty: 1146.052612
	Iteration 41Q: 3 clusters Score -1.559607e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152138 members 
Mstep: Class 2 contains 142642 members 
Entering Unmasked Estep 
Score: -15596566.000000 Penalty: 1146.052612
	Iteration 42Q: 3 clusters Score -1.559657e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152132 members 
Mstep: Class 2 contains 142648 members 
Entering Unmasked Estep 
Score: -15597004.000000 Penalty: 1146.052612
	Iteration 43Q: 3 clusters Score -1.5597e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152022 members 
Mstep: Class 2 contains 142758 members 
Entering Unmasked Estep 
Score: -15597560.000000 Penalty: 1146.052612
	Iteration 44Q: 3 clusters Score -1.559756e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151940 members 
Mstep: Class 2 contains 142840 members 
Entering Unmasked Estep 
Score: -15598160.000000 Penalty: 1146.052612
	Iteration 45Q: 3 clusters Score -1.559816e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151819 members 
Mstep: Class 2 contains 142961 members 
Entering Unmasked Estep 
Score: -15598658.000000 Penalty: 1146.052612
	Iteration 46Q: 3 clusters Score -1.559866e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 143141 members 
Entering Unmasked Estep 
Score: -15599099.000000 Penalty: 1146.052612
	Iteration 47Q: 3 clusters Score -1.55991e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151432 members 
Mstep: Class 2 contains 143348 members 
Entering Unmasked Estep 
Score: -15599499.000000 Penalty: 1146.052612
	Iteration 48Q: 3 clusters Score -1.55995e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151138 members 
Mstep: Class 2 contains 143642 members 
Entering Unmasked Estep 
Score: -15599761.000000 Penalty: 1146.052612
	Iteration 49Q: 3 clusters Score -1.559976e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150716 members 
Mstep: Class 2 contains 144064 members 
Entering Unmasked Estep 
Score: -15600040.000000 Penalty: 1146.052612
	Iteration 50Q: 3 clusters Score -1.560004e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150182 members 
Mstep: Class 2 contains 144598 members 
Entering Unmasked Estep 
Score: -15600448.000000 Penalty: 1146.052612
	Iteration 51Q: 3 clusters Score -1.560045e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149565 members 
Mstep: Class 2 contains 145215 members 
Entering Unmasked Estep 
Score: -15600692.000000 Penalty: 1146.052612
	Iteration 52Q: 3 clusters Score -1.560069e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148941 members 
Mstep: Class 2 contains 145839 members 
Entering Unmasked Estep 
Score: -15601008.000000 Penalty: 1146.052612
	Iteration 53Q: 3 clusters Score -1.560101e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148273 members 
Mstep: Class 2 contains 146507 members 
Entering Unmasked Estep 
Score: -15601345.000000 Penalty: 1146.052612
	Iteration 54Q: 3 clusters Score -1.560134e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147597 members 
Mstep: Class 2 contains 147183 members 
Entering Unmasked Estep 
Score: -15601471.000000 Penalty: 1146.052612
	Iteration 55Q: 3 clusters Score -1.560147e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146885 members 
Mstep: Class 2 contains 147895 members 
Entering Unmasked Estep 
Score: -15601613.000000 Penalty: 1146.052612
	Iteration 56Q: 3 clusters Score -1.560161e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146175 members 
Mstep: Class 2 contains 148605 members 
Entering Unmasked Estep 
Score: -15601730.000000 Penalty: 1146.052612
	Iteration 57Q: 3 clusters Score -1.560173e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145447 members 
Mstep: Class 2 contains 149333 members 
Entering Unmasked Estep 
Score: -15601761.000000 Penalty: 1146.052612
	Iteration 58Q: 3 clusters Score -1.560176e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144663 members 
Mstep: Class 2 contains 150117 members 
Entering Unmasked Estep 
Score: -15601800.000000 Penalty: 1146.052612
	Iteration 59Q: 3 clusters Score -1.56018e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143936 members 
Mstep: Class 2 contains 150844 members 
Entering Unmasked Estep 
Score: -15601950.000000 Penalty: 1146.052612
	Iteration 60F: 3 clusters Score -1.560195e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143201 members 
Mstep: Class 2 contains 151579 members 
Entering Unmasked Estep 
Score: -15602005.000000 Penalty: 1146.052612
	Iteration 61Q: 3 clusters Score -1.5602e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142437 members 
Mstep: Class 2 contains 152343 members 
Entering Unmasked Estep 
Score: -15602080.000000 Penalty: 1146.052612
	Iteration 62Q: 3 clusters Score -1.560208e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141659 members 
Mstep: Class 2 contains 153121 members 
Entering Unmasked Estep 
Score: -15602156.000000 Penalty: 1146.052612
	Iteration 63Q: 3 clusters Score -1.560216e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140852 members 
Mstep: Class 2 contains 153928 members 
Entering Unmasked Estep 
Score: -15602243.000000 Penalty: 1146.052612
	Iteration 64Q: 3 clusters Score -1.560224e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140027 members 
Mstep: Class 2 contains 154753 members 
Entering Unmasked Estep 
Score: -15602237.000000 Penalty: 1146.052612
	Iteration 65Q: 3 clusters Score -1.560224e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139260 members 
Mstep: Class 2 contains 155520 members 
Entering Unmasked Estep 
Score: -15602251.000000 Penalty: 1146.052612
	Iteration 66Q: 3 clusters Score -1.560225e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138510 members 
Mstep: Class 2 contains 156270 members 
Entering Unmasked Estep 
Score: -15602334.000000 Penalty: 1146.052612
	Iteration 67Q: 3 clusters Score -1.560233e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137745 members 
Mstep: Class 2 contains 157035 members 
Entering Unmasked Estep 
Score: -15602350.000000 Penalty: 1146.052612
	Iteration 68Q: 3 clusters Score -1.560235e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137013 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -15602388.000000 Penalty: 1146.052612
	Iteration 69Q: 3 clusters Score -1.560239e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136263 members 
Mstep: Class 2 contains 158517 members 
Entering Unmasked Estep 
Score: -15602443.000000 Penalty: 1146.052612
	Iteration 70Q: 3 clusters Score -1.560244e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135558 members 
Mstep: Class 2 contains 159222 members 
Entering Unmasked Estep 
Score: -15602435.000000 Penalty: 1146.052612
	Iteration 71Q: 3 clusters Score -1.560244e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134865 members 
Mstep: Class 2 contains 159915 members 
Entering Unmasked Estep 
Score: -15602411.000000 Penalty: 1146.052612
	Iteration 72Q: 3 clusters Score -1.560241e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134191 members 
Mstep: Class 2 contains 160589 members 
Entering Unmasked Estep 
Score: -15602431.000000 Penalty: 1146.052612
	Iteration 73Q: 3 clusters Score -1.560243e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133501 members 
Mstep: Class 2 contains 161279 members 
Entering Unmasked Estep 
Score: -15602372.000000 Penalty: 1146.052612
	Iteration 74Q: 3 clusters Score -1.560237e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132761 members 
Mstep: Class 2 contains 162019 members 
Entering Unmasked Estep 
Score: -15602383.000000 Penalty: 1146.052612
	Iteration 75Q: 3 clusters Score -1.560238e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132050 members 
Mstep: Class 2 contains 162730 members 
Entering Unmasked Estep 
Score: -15602378.000000 Penalty: 1146.052612
	Iteration 76Q: 3 clusters Score -1.560238e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131317 members 
Mstep: Class 2 contains 163463 members 
Entering Unmasked Estep 
Score: -15602457.000000 Penalty: 1146.052612
	Iteration 77Q: 3 clusters Score -1.560246e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130609 members 
Mstep: Class 2 contains 164171 members 
Entering Unmasked Estep 
Score: -15602509.000000 Penalty: 1146.052612
	Iteration 78Q: 3 clusters Score -1.560251e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129944 members 
Mstep: Class 2 contains 164836 members 
Entering Unmasked Estep 
Score: -15602591.000000 Penalty: 1146.052612
	Iteration 79Q: 3 clusters Score -1.560259e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129316 members 
Mstep: Class 2 contains 165464 members 
Entering Unmasked Estep 
Score: -15602598.000000 Penalty: 1146.052612
	Iteration 80F: 3 clusters Score -1.56026e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128723 members 
Mstep: Class 2 contains 166057 members 
Entering Unmasked Estep 
Score: -15602567.000000 Penalty: 1146.052612
	Iteration 81Q: 3 clusters Score -1.560257e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128170 members 
Mstep: Class 2 contains 166610 members 
Entering Unmasked Estep 
Score: -15602590.000000 Penalty: 1146.052612
	Iteration 82Q: 3 clusters Score -1.560259e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127591 members 
Mstep: Class 2 contains 167189 members 
Entering Unmasked Estep 
Score: -15602638.000000 Penalty: 1146.052612
	Iteration 83Q: 3 clusters Score -1.560264e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127042 members 
Mstep: Class 2 contains 167738 members 
Entering Unmasked Estep 
Score: -15602681.000000 Penalty: 1146.052612
	Iteration 84Q: 3 clusters Score -1.560268e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126496 members 
Mstep: Class 2 contains 168284 members 
Entering Unmasked Estep 
Score: -15602732.000000 Penalty: 1146.052612
	Iteration 85Q: 3 clusters Score -1.560273e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125985 members 
Mstep: Class 2 contains 168795 members 
Entering Unmasked Estep 
Score: -15602744.000000 Penalty: 1146.052612
	Iteration 86Q: 3 clusters Score -1.560274e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125452 members 
Mstep: Class 2 contains 169328 members 
Entering Unmasked Estep 
Score: -15602720.000000 Penalty: 1146.052612
	Iteration 87Q: 3 clusters Score -1.560272e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124919 members 
Mstep: Class 2 contains 169861 members 
Entering Unmasked Estep 
Score: -15602738.000000 Penalty: 1146.052612
	Iteration 88Q: 3 clusters Score -1.560274e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124393 members 
Mstep: Class 2 contains 170387 members 
Entering Unmasked Estep 
Score: -15602767.000000 Penalty: 1146.052612
	Iteration 89Q: 3 clusters Score -1.560277e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123893 members 
Mstep: Class 2 contains 170887 members 
Entering Unmasked Estep 
Score: -15602741.000000 Penalty: 1146.052612
	Iteration 90Q: 3 clusters Score -1.560274e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123389 members 
Mstep: Class 2 contains 171391 members 
Entering Unmasked Estep 
Score: -15602765.000000 Penalty: 1146.052612
	Iteration 91Q: 3 clusters Score -1.560276e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122865 members 
Mstep: Class 2 contains 171915 members 
Entering Unmasked Estep 
Score: -15602840.000000 Penalty: 1146.052612
	Iteration 92Q: 3 clusters Score -1.560284e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122316 members 
Mstep: Class 2 contains 172464 members 
Entering Unmasked Estep 
Score: -15602882.000000 Penalty: 1146.052612
	Iteration 93Q: 3 clusters Score -1.560288e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121746 members 
Mstep: Class 2 contains 173034 members 
Entering Unmasked Estep 
Score: -15602925.000000 Penalty: 1146.052612
	Iteration 94Q: 3 clusters Score -1.560292e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121144 members 
Mstep: Class 2 contains 173636 members 
Entering Unmasked Estep 
Score: -15602893.000000 Penalty: 1146.052612
	Iteration 95Q: 3 clusters Score -1.560289e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120525 members 
Mstep: Class 2 contains 174255 members 
Entering Unmasked Estep 
Score: -15602901.000000 Penalty: 1146.052612
	Iteration 96Q: 3 clusters Score -1.56029e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119898 members 
Mstep: Class 2 contains 174882 members 
Entering Unmasked Estep 
Score: -15602871.000000 Penalty: 1146.052612
	Iteration 97Q: 3 clusters Score -1.560287e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119237 members 
Mstep: Class 2 contains 175543 members 
Entering Unmasked Estep 
Score: -15602872.000000 Penalty: 1146.052612
	Iteration 98Q: 3 clusters Score -1.560287e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118561 members 
Mstep: Class 2 contains 176219 members 
Entering Unmasked Estep 
Score: -15602818.000000 Penalty: 1146.052612
	Iteration 99Q: 3 clusters Score -1.560282e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117874 members 
Mstep: Class 2 contains 176906 members 
Entering Unmasked Estep 
Score: -15602867.000000 Penalty: 1146.052612
	Iteration 100F: 3 clusters Score -1.560287e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117105 members 
Mstep: Class 2 contains 177675 members 
Entering Unmasked Estep 
Score: -15602876.000000 Penalty: 1146.052612
	Iteration 101Q: 3 clusters Score -1.560288e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116330 members 
Mstep: Class 2 contains 178450 members 
Entering Unmasked Estep 
Score: -15602926.000000 Penalty: 1146.052612
	Iteration 102Q: 3 clusters Score -1.560293e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115571 members 
Mstep: Class 2 contains 179209 members 
Entering Unmasked Estep 
Score: -15602959.000000 Penalty: 1146.052612
	Iteration 103Q: 3 clusters Score -1.560296e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114752 members 
Mstep: Class 2 contains 180028 members 
Entering Unmasked Estep 
Score: -15603012.000000 Penalty: 1146.052612
	Iteration 104Q: 3 clusters Score -1.560301e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113985 members 
Mstep: Class 2 contains 180795 members 
Entering Unmasked Estep 
Score: -15603056.000000 Penalty: 1146.052612
	Iteration 105Q: 3 clusters Score -1.560306e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113224 members 
Mstep: Class 2 contains 181556 members 
Entering Unmasked Estep 
Score: -15603111.000000 Penalty: 1146.052612
	Iteration 106Q: 3 clusters Score -1.560311e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112444 members 
Mstep: Class 2 contains 182336 members 
Entering Unmasked Estep 
Score: -15603155.000000 Penalty: 1146.052612
	Iteration 107Q: 3 clusters Score -1.560316e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111613 members 
Mstep: Class 2 contains 183167 members 
Entering Unmasked Estep 
Score: -15603163.000000 Penalty: 1146.052612
	Iteration 108Q: 3 clusters Score -1.560316e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110808 members 
Mstep: Class 2 contains 183972 members 
Entering Unmasked Estep 
Score: -15603255.000000 Penalty: 1146.052612
	Iteration 109Q: 3 clusters Score -1.560326e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109975 members 
Mstep: Class 2 contains 184805 members 
Entering Unmasked Estep 
Score: -15603258.000000 Penalty: 1146.052612
	Iteration 110Q: 3 clusters Score -1.560326e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109181 members 
Mstep: Class 2 contains 185599 members 
Entering Unmasked Estep 
Score: -15603305.000000 Penalty: 1146.052612
	Iteration 111Q: 3 clusters Score -1.56033e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108399 members 
Mstep: Class 2 contains 186381 members 
Entering Unmasked Estep 
Score: -15603415.000000 Penalty: 1146.052612
	Iteration 112Q: 3 clusters Score -1.560342e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107620 members 
Mstep: Class 2 contains 187160 members 
Entering Unmasked Estep 
Score: -15603419.000000 Penalty: 1146.052612
	Iteration 113Q: 3 clusters Score -1.560342e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106824 members 
Mstep: Class 2 contains 187956 members 
Entering Unmasked Estep 
Score: -15603483.000000 Penalty: 1146.052612
	Iteration 114Q: 3 clusters Score -1.560348e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105982 members 
Mstep: Class 2 contains 188798 members 
Entering Unmasked Estep 
Score: -15603564.000000 Penalty: 1146.052612
	Iteration 115Q: 3 clusters Score -1.560356e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105099 members 
Mstep: Class 2 contains 189681 members 
Entering Unmasked Estep 
Score: -15603644.000000 Penalty: 1146.052612
	Iteration 116Q: 3 clusters Score -1.560364e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104208 members 
Mstep: Class 2 contains 190572 members 
Entering Unmasked Estep 
Score: -15603679.000000 Penalty: 1146.052612
	Iteration 117Q: 3 clusters Score -1.560368e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103356 members 
Mstep: Class 2 contains 191424 members 
Entering Unmasked Estep 
Score: -15603728.000000 Penalty: 1146.052612
	Iteration 118Q: 3 clusters Score -1.560373e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102502 members 
Mstep: Class 2 contains 192278 members 
Entering Unmasked Estep 
Score: -15603776.000000 Penalty: 1146.052612
	Iteration 119Q: 3 clusters Score -1.560378e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101576 members 
Mstep: Class 2 contains 193204 members 
Entering Unmasked Estep 
Score: -15603874.000000 Penalty: 1146.052612
	Iteration 120F: 3 clusters Score -1.560387e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100603 members 
Mstep: Class 2 contains 194177 members 
Entering Unmasked Estep 
Score: -15603882.000000 Penalty: 1146.052612
	Iteration 121Q: 3 clusters Score -1.560388e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 195182 members 
Entering Unmasked Estep 
Score: -15604060.000000 Penalty: 1146.052612
	Iteration 122Q: 3 clusters Score -1.560406e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98482 members 
Mstep: Class 2 contains 196298 members 
Entering Unmasked Estep 
Score: -15604177.000000 Penalty: 1146.052612
	Iteration 123Q: 3 clusters Score -1.560418e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 197373 members 
Entering Unmasked Estep 
Score: -15604327.000000 Penalty: 1146.052612
	Iteration 124Q: 3 clusters Score -1.560433e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96310 members 
Mstep: Class 2 contains 198470 members 
Entering Unmasked Estep 
Score: -15604473.000000 Penalty: 1146.052612
	Iteration 125Q: 3 clusters Score -1.560447e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95174 members 
Mstep: Class 2 contains 199606 members 
Entering Unmasked Estep 
Score: -15604562.000000 Penalty: 1146.052612
	Iteration 126Q: 3 clusters Score -1.560456e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94014 members 
Mstep: Class 2 contains 200766 members 
Entering Unmasked Estep 
Score: -15604720.000000 Penalty: 1146.052612
	Iteration 127Q: 3 clusters Score -1.560472e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92775 members 
Mstep: Class 2 contains 202005 members 
Entering Unmasked Estep 
Score: -15604849.000000 Penalty: 1146.052612
	Iteration 128Q: 3 clusters Score -1.560485e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91485 members 
Mstep: Class 2 contains 203295 members 
Entering Unmasked Estep 
Score: -15604966.000000 Penalty: 1146.052612
	Iteration 129Q: 3 clusters Score -1.560497e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90149 members 
Mstep: Class 2 contains 204631 members 
Entering Unmasked Estep 
Score: -15605147.000000 Penalty: 1146.052612
	Iteration 130Q: 3 clusters Score -1.560515e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88771 members 
Mstep: Class 2 contains 206009 members 
Entering Unmasked Estep 
Score: -15605385.000000 Penalty: 1146.052612
	Iteration 131Q: 3 clusters Score -1.560538e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87291 members 
Mstep: Class 2 contains 207489 members 
Entering Unmasked Estep 
Score: -15605717.000000 Penalty: 1146.052612
	Iteration 132Q: 3 clusters Score -1.560572e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85791 members 
Mstep: Class 2 contains 208989 members 
Entering Unmasked Estep 
Score: -15605979.000000 Penalty: 1146.052612
	Iteration 133Q: 3 clusters Score -1.560598e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84268 members 
Mstep: Class 2 contains 210512 members 
Entering Unmasked Estep 
Score: -15606176.000000 Penalty: 1146.052612
	Iteration 134Q: 3 clusters Score -1.560618e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Mstep: Class 2 contains 212098 members 
Entering Unmasked Estep 
Score: -15606384.000000 Penalty: 1146.052612
	Iteration 135Q: 3 clusters Score -1.560638e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80968 members 
Mstep: Class 2 contains 213812 members 
Entering Unmasked Estep 
Score: -15606590.000000 Penalty: 1146.052612
	Iteration 136Q: 3 clusters Score -1.560659e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 215620 members 
Entering Unmasked Estep 
Score: -15606857.000000 Penalty: 1146.052612
	Iteration 137Q: 3 clusters Score -1.560686e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 217601 members 
Entering Unmasked Estep 
Score: -15607333.000000 Penalty: 1146.052612
	Iteration 138Q: 3 clusters Score -1.560733e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 2 contains 219746 members 
Entering Unmasked Estep 
Score: -15607742.000000 Penalty: 1146.052612
	Iteration 139Q: 3 clusters Score -1.560774e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72795 members 
Mstep: Class 2 contains 221985 members 
Entering Unmasked Estep 
Score: -15608325.000000 Penalty: 1146.052612
	Iteration 140F: 3 clusters Score -1.560832e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 224417 members 
Entering Unmasked Estep 
Score: -15608904.000000 Penalty: 1146.052612
	Iteration 141Q: 3 clusters Score -1.56089e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67689 members 
Mstep: Class 2 contains 227091 members 
Entering Unmasked Estep 
Score: -15609490.000000 Penalty: 1146.052612
	Iteration 142Q: 3 clusters Score -1.560949e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 229887 members 
Entering Unmasked Estep 
Score: -15610134.000000 Penalty: 1146.052612
	Iteration 143Q: 3 clusters Score -1.561013e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 232700 members 
Entering Unmasked Estep 
Score: -15611003.000000 Penalty: 1146.052612
	Iteration 144Q: 3 clusters Score -1.5611e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 235631 members 
Entering Unmasked Estep 
Score: -15611896.000000 Penalty: 1146.052612
	Iteration 145Q: 3 clusters Score -1.56119e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 238625 members 
Entering Unmasked Estep 
Score: -15612778.000000 Penalty: 1146.052612
	Iteration 146Q: 3 clusters Score -1.561278e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 241688 members 
Entering Unmasked Estep 
Score: -15613919.000000 Penalty: 1146.052612
	Iteration 147Q: 3 clusters Score -1.561392e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 244832 members 
Entering Unmasked Estep 
Score: -15614956.000000 Penalty: 1146.052612
	Iteration 148Q: 3 clusters Score -1.561496e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 248008 members 
Entering Unmasked Estep 
Score: -15616163.000000 Penalty: 1146.052612
	Iteration 149Q: 3 clusters Score -1.561616e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 251111 members 
Entering Unmasked Estep 
Score: -15617278.000000 Penalty: 1146.052612
	Iteration 150Q: 3 clusters Score -1.561728e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 254011 members 
Entering Unmasked Estep 
Score: -15618163.000000 Penalty: 1146.052612
	Iteration 151Q: 3 clusters Score -1.561816e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 256869 members 
Entering Unmasked Estep 
Score: -15619226.000000 Penalty: 1146.052612
	Iteration 152Q: 3 clusters Score -1.561923e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 259569 members 
Entering Unmasked Estep 
Score: -15620011.000000 Penalty: 1146.052612
	Iteration 153Q: 3 clusters Score -1.562001e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 262172 members 
Entering Unmasked Estep 
Score: -15620921.000000 Penalty: 1146.052612
	Iteration 154Q: 3 clusters Score -1.562092e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 264697 members 
Entering Unmasked Estep 
Score: -15621693.000000 Penalty: 1146.052612
	Iteration 155Q: 3 clusters Score -1.562169e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 266987 members 
Entering Unmasked Estep 
Score: -15623193.000000 Penalty: 1146.052612
	Iteration 156Q: 3 clusters Score -1.562319e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 269349 members 
Entering Unmasked Estep 
Score: -15624657.000000 Penalty: 1146.052612
	Iteration 157Q: 3 clusters Score -1.562466e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 271764 members 
Entering Unmasked Estep 
Score: -15625808.000000 Penalty: 1146.052612
	Iteration 158Q: 3 clusters Score -1.562581e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 274142 members 
Entering Unmasked Estep 
Score: -15626795.000000 Penalty: 1146.052612
	Iteration 159Q: 3 clusters Score -1.56268e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 276470 members 
Entering Unmasked Estep 
Score: -15627442.000000 Penalty: 1146.052612
	Iteration 160F: 3 clusters Score -1.562744e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 278695 members 
Entering Unmasked Estep 
Score: -15628036.000000 Penalty: 1146.052612
	Iteration 161Q: 3 clusters Score -1.562804e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 280796 members 
Entering Unmasked Estep 
Score: -15628307.000000 Penalty: 1146.052612
	Iteration 162Q: 3 clusters Score -1.562831e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 282732 members 
Entering Unmasked Estep 
Score: -15628405.000000 Penalty: 1146.052612
	Iteration 163Q: 3 clusters Score -1.56284e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 284518 members 
Entering Unmasked Estep 
Score: -15628331.000000 Penalty: 1146.052612
	Iteration 164Q: 3 clusters Score -1.562833e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 286099 members 
Entering Unmasked Estep 
Score: -15628381.000000 Penalty: 1146.052612
	Iteration 165Q: 3 clusters Score -1.562838e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 287488 members 
Entering Unmasked Estep 
Score: -15628095.000000 Penalty: 1146.052612
	Iteration 166Q: 3 clusters Score -1.56281e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 288708 members 
Entering Unmasked Estep 
Score: -15627875.000000 Penalty: 1146.052612
	Iteration 167Q: 3 clusters Score -1.562788e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 289789 members 
Entering Unmasked Estep 
Score: -15627874.000000 Penalty: 1146.052612
	Iteration 168Q: 3 clusters Score -1.562787e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 290728 members 
Entering Unmasked Estep 
Score: -15627660.000000 Penalty: 1146.052612
	Iteration 169Q: 3 clusters Score -1.562766e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 291542 members 
Entering Unmasked Estep 
Score: -15627505.000000 Penalty: 1146.052612
	Iteration 170Q: 3 clusters Score -1.56275e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 292203 members 
Entering Unmasked Estep 
Score: -15627338.000000 Penalty: 1146.052612
	Iteration 171Q: 3 clusters Score -1.562734e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 292772 members 
Entering Unmasked Estep 
Score: -15627236.000000 Penalty: 1146.052612
	Iteration 172Q: 3 clusters Score -1.562724e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 293232 members 
Entering Unmasked Estep 
Score: -15627042.000000 Penalty: 1146.052612
	Iteration 173Q: 3 clusters Score -1.562704e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 293572 members 
Entering Unmasked Estep 
Score: -15626979.000000 Penalty: 1146.052612
	Iteration 174Q: 3 clusters Score -1.562698e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 293856 members 
Entering Unmasked Estep 
Score: -15626917.000000 Penalty: 1146.052612
	Iteration 175Q: 3 clusters Score -1.562692e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 294064 members 
Entering Unmasked Estep 
Score: -15626907.000000 Penalty: 1146.052612
	Iteration 176Q: 3 clusters Score -1.562691e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 294217 members 
Entering Unmasked Estep 
Score: -15626841.000000 Penalty: 1146.052612
	Iteration 177Q: 3 clusters Score -1.562684e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 294322 members 
Entering Unmasked Estep 
Score: -15626816.000000 Penalty: 1146.052612
	Iteration 178Q: 3 clusters Score -1.562682e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 294392 members 
Entering Unmasked Estep 
Score: -15626792.000000 Penalty: 1146.052612
	Iteration 179Q: 3 clusters Score -1.562679e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 294446 members 
Entering Unmasked Estep 
Score: -15626770.000000 Penalty: 1146.052612
	Iteration 180F: 3 clusters Score -1.562677e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 294479 members 
Entering Unmasked Estep 
Score: -15626744.000000 Penalty: 1146.052612
	Iteration 181Q: 3 clusters Score -1.562674e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 294500 members 
Entering Unmasked Estep 
Score: -15626741.000000 Penalty: 1146.052612
	Iteration 182Q: 3 clusters Score -1.562674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 294519 members 
Entering Unmasked Estep 
Score: -15626727.000000 Penalty: 1146.052612
	Iteration 183Q: 3 clusters Score -1.562673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 294537 members 
Entering Unmasked Estep 
Score: -15626725.000000 Penalty: 1146.052612
	Iteration 184Q: 3 clusters Score -1.562672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 294547 members 
Entering Unmasked Estep 
Score: -15626722.000000 Penalty: 1146.052612
	Iteration 185Q: 3 clusters Score -1.562672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 294554 members 
Entering Unmasked Estep 
Score: -15626712.000000 Penalty: 1146.052612
	Iteration 186Q: 3 clusters Score -1.562671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 294556 members 
Entering Unmasked Estep 
Score: -15626710.000000 Penalty: 1146.052612
	Iteration 187Q: 3 clusters Score -1.562671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 294561 members 
Entering Unmasked Estep 
Score: -15626716.000000 Penalty: 1146.052612
	Iteration 188Q: 3 clusters Score -1.562672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 294565 members 
Entering Unmasked Estep 
Score: -15626703.000000 Penalty: 1146.052612
	Iteration 189Q: 3 clusters Score -1.56267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 294568 members 
Entering Unmasked Estep 
Score: -15626709.000000 Penalty: 1146.052612
	Iteration 190Q: 3 clusters Score -1.562671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 294571 members 
Entering Unmasked Estep 
Score: -15626701.000000 Penalty: 1146.052612
	Iteration 191Q: 3 clusters Score -1.56267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 294574 members 
Entering Unmasked Estep 
Score: -15626705.000000 Penalty: 1146.052612
	Iteration 192Q: 3 clusters Score -1.56267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 294577 members 
Entering Unmasked Estep 
Score: -15626705.000000 Penalty: 1146.052612
	Iteration 193Q: 3 clusters Score -1.56267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 294581 members 
Entering Unmasked Estep 
Score: -15626709.000000 Penalty: 1146.052612
	Iteration 194Q: 3 clusters Score -1.562671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 294585 members 
Entering Unmasked Estep 
Score: -15626706.000000 Penalty: 1146.052612
	Iteration 195Q: 3 clusters Score -1.562671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 294586 members 
Entering Unmasked Estep 
Score: -15626696.000000 Penalty: 1146.052612
	Iteration 196Q: 3 clusters Score -1.56267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 294587 members 
Entering Unmasked Estep 
Score: -15626698.000000 Penalty: 1146.052612
	Iteration 197Q: 3 clusters Score -1.56267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 294589 members 
Entering Unmasked Estep 
Score: -15626710.000000 Penalty: 1146.052612
	Iteration 198Q: 3 clusters Score -1.562671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 294589 members 
Entering Unmasked Estep 
Score: -15626699.000000 Penalty: 1146.052612
	Iteration 199Q: 3 clusters Score -1.56267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 294591 members 
Entering Unmasked Estep 
Score: -15626699.000000 Penalty: 1146.052612
	Iteration 200F: 3 clusters Score -1.56267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -8476.427734 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -8476.428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8192.952148 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -8192.952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8243.208008 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -8243.208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8259.621094 Penalty: 477.479187
	Iteration 2Q: 3 clusters Score -8259.621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8269.642578 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -8269.643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8280.132812 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -8280.133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8284.407227 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -8284.407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8292.375977 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -8292.376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8297.458008 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -8297.458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8301.281250 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -8301.281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8303.337891 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -8303.338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8303.337891 Penalty: 477.479187
	Iteration 10F: 3 clusters Score -8303.338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Entering Unmasked Estep 
Score: -79964.437500 Penalty: 337.690796
	Iteration 0F: 2 clusters Score -79964.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -78697.484375 Penalty: 675.381592
	Iteration 0F: 3 clusters Score -78697.48 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -79119.460938 Penalty: 675.381592
	Iteration 1F: 3 clusters Score -79119.46 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -79268.187500 Penalty: 675.381592
	Iteration 2F: 3 clusters Score -79268.19 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -79439.937500 Penalty: 675.381592
	Iteration 3F: 3 clusters Score -79439.94 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -79613.804688 Penalty: 675.381592
	Iteration 4F: 3 clusters Score -79613.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -79733.945312 Penalty: 675.381592
	Iteration 5F: 3 clusters Score -79733.95 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79804.765625 Penalty: 675.381592
	Iteration 6F: 3 clusters Score -79804.77 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -79849.890625 Penalty: 675.381592
	Iteration 7Q: 3 clusters Score -79849.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79873.890625 Penalty: 675.381592
	Iteration 8Q: 3 clusters Score -79873.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79881.054688 Penalty: 675.381592
	Iteration 9Q: 3 clusters Score -79881.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79883.953125 Penalty: 675.381592
	Iteration 10Q: 3 clusters Score -79883.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79886.804688 Penalty: 675.381592
	Iteration 11Q: 3 clusters Score -79886.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -79888.546875 Penalty: 675.381592
	Iteration 12Q: 3 clusters Score -79888.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79890.132812 Penalty: 675.381592
	Iteration 13Q: 3 clusters Score -79890.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79890.875000 Penalty: 675.381592
	Iteration 14Q: 3 clusters Score -79890.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79892.578125 Penalty: 675.381592
	Iteration 15Q: 3 clusters Score -79892.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79895.187500 Penalty: 675.381592
	Iteration 16Q: 3 clusters Score -79895.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79895.984375 Penalty: 675.381592
	Iteration 17Q: 3 clusters Score -79895.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79896.554688 Penalty: 675.381592
	Iteration 18Q: 3 clusters Score -79896.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79896.796875 Penalty: 675.381592
	Iteration 19Q: 3 clusters Score -79896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79897.125000 Penalty: 675.381592
	Iteration 20F: 3 clusters Score -79897.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -79897.375000 Penalty: 675.381592
	Iteration 21Q: 3 clusters Score -79897.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79897.531250 Penalty: 675.381592
	Iteration 22Q: 3 clusters Score -79897.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79898.328125 Penalty: 675.381592
	Iteration 23Q: 3 clusters Score -79898.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79898.492188 Penalty: 675.381592
	Iteration 24Q: 3 clusters Score -79898.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79898.570312 Penalty: 675.381592
	Iteration 25Q: 3 clusters Score -79898.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79898.703125 Penalty: 675.381592
	Iteration 26Q: 3 clusters Score -79898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79898.875000 Penalty: 675.381592
	Iteration 27Q: 3 clusters Score -79898.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79898.937500 Penalty: 675.381592
	Iteration 28Q: 3 clusters Score -79898.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79898.937500 Penalty: 675.381592
	Iteration 29F: 3 clusters Score -79898.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -8138.292969 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -8138.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7889.069824 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -7889.07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8002.578125 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -8002.578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8028.531250 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -8028.531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8036.039551 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -8036.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8039.066895 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -8039.067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8040.801758 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -8040.802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8040.801758 Penalty: 480.771515
	Iteration 6F: 3 clusters Score -8040.802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1070 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50202 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 12873 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47461 members 
Mstep: Class 12 contains 2732 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9486 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 84654 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294780 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1672 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471656.000000 Penalty: 21605.181641
Iteration 279Q: 37 clusters Score -2.747166e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1070 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50233 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 12907 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47455 members 
Mstep: Class 12 contains 2743 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9526 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 84510 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294806 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1675 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471638.000000 Penalty: 21605.181641
Iteration 280F: 37 clusters Score -2.747164e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1070 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 50258 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 12948 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47448 members 
Mstep: Class 12 contains 2753 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9575 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 84359 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294837 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1678 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471670.000000 Penalty: 21605.181641
Iteration 281Q: 37 clusters Score -2.747167e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1071 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 50289 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 12984 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47442 members 
Mstep: Class 12 contains 2758 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9630 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2412 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 84193 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294882 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1683 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471658.000000 Penalty: 21605.181641
Iteration 282Q: 37 clusters Score -2.747166e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1071 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 50316 members 
Mstep: Class 5 contains 2700 members 
Mstep: Class 6 contains 13018 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47435 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9666 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2404 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 84005 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 294975 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1688 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471562.000000 Penalty: 21605.181641
Iteration 283Q: 37 clusters Score -2.747156e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1071 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 50352 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 13067 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47431 members 
Mstep: Class 12 contains 2769 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9711 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 83816 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 295038 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1694 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471598.000000 Penalty: 21605.181641
Iteration 284Q: 37 clusters Score -2.74716e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1071 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 50386 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 13107 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47426 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9758 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2399 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 83647 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 295092 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1696 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471540.000000 Penalty: 21605.181641
Iteration 285Q: 37 clusters Score -2.747154e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1070 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50429 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 13156 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47419 members 
Mstep: Class 12 contains 2773 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2399 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 83442 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 295161 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1697 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471472.000000 Penalty: 21605.181641
Iteration 286Q: 37 clusters Score -2.747147e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1071 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50478 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 13209 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47412 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9831 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 83243 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 295233 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1700 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471422.000000 Penalty: 21605.181641
Iteration 287Q: 37 clusters Score -2.747142e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1072 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50521 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47404 members 
Mstep: Class 12 contains 2774 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9881 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2403 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 83056 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 295298 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1702 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471462.000000 Penalty: 21605.181641
Iteration 288Q: 37 clusters Score -2.747146e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1074 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50565 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 13279 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47393 members 
Mstep: Class 12 contains 2773 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9942 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2407 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 82852 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 295369 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1706 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471452.000000 Penalty: 21605.181641
Iteration 289Q: 37 clusters Score -2.747145e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50607 members 
Mstep: Class 5 contains 2696 members 
Mstep: Class 6 contains 13309 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47389 members 
Mstep: Class 12 contains 2773 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9997 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 82662 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 295430 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1709 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471440.000000 Penalty: 21605.181641
Iteration 290Q: 37 clusters Score -2.747144e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1081 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50651 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 13340 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47382 members 
Mstep: Class 12 contains 2773 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 82480 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 295489 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1711 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471360.000000 Penalty: 21605.181641
Iteration 291Q: 37 clusters Score -2.747136e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1081 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 50700 members 
Mstep: Class 5 contains 2685 members 
Mstep: Class 6 contains 13373 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47377 members 
Mstep: Class 12 contains 2774 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10123 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 82280 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 295550 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1714 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471342.000000 Penalty: 21605.181641
Iteration 292Q: 37 clusters Score -2.747134e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1083 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 50749 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 6 contains 13398 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47365 members 
Mstep: Class 12 contains 2774 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10189 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 82077 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1150 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 295620 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1716 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471262.000000 Penalty: 21605.181641
Iteration 293Q: 37 clusters Score -2.747126e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1083 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 50804 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 13424 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47358 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10270 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 81858 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 295686 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471242.000000 Penalty: 21605.181641
Iteration 294Q: 37 clusters Score -2.747124e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 50866 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 13460 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47354 members 
Mstep: Class 12 contains 2771 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10358 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 81638 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 295723 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1723 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471218.000000 Penalty: 21605.181641
Iteration 295Q: 37 clusters Score -2.747122e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 50928 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 13491 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47340 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10428 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 81432 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 295777 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471214.000000 Penalty: 21605.181641
Iteration 296Q: 37 clusters Score -2.747121e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 50980 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 13512 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47327 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10487 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 81238 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 295853 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471212.000000 Penalty: 21605.181641
Iteration 297Q: 37 clusters Score -2.747121e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 51029 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 13535 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47320 members 
Mstep: Class 12 contains 2773 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10539 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 81070 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 295896 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471142.000000 Penalty: 21605.181641
Iteration 298Q: 37 clusters Score -2.747114e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 51077 members 
Mstep: Class 5 contains 2679 members 
Mstep: Class 6 contains 13558 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47311 members 
Mstep: Class 12 contains 2780 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10586 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 80907 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 295944 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471018.000000 Penalty: 21605.181641
Iteration 299Q: 37 clusters Score -2.747102e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 51111 members 
Mstep: Class 5 contains 2676 members 
Mstep: Class 6 contains 13588 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47301 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10625 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 393 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 80743 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1150 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 296008 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471040.000000 Penalty: 21605.181641
Iteration 300F: 37 clusters Score -2.747104e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 51146 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 13627 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47300 members 
Mstep: Class 12 contains 2788 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10671 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 80580 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 296057 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470956.000000 Penalty: 21605.181641
Iteration 301Q: 37 clusters Score -2.747096e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 51184 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 13651 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47297 members 
Mstep: Class 12 contains 2790 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10712 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 80438 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 296096 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470940.000000 Penalty: 21605.181641
Iteration 302Q: 37 clusters Score -2.747094e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 51220 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 13680 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47294 members 
Mstep: Class 12 contains 2788 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 80282 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 296148 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470926.000000 Penalty: 21605.181641
Iteration 303Q: 37 clusters Score -2.747093e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 628 members 
Mstep: Class 4 contains 51253 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 13711 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47286 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 80111 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 296212 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470848.000000 Penalty: 21605.181641
Iteration 304Q: 37 clusters Score -2.747085e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 51294 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 13745 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47280 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 79941 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 296265 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1735 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470872.000000 Penalty: 21605.181641
Iteration 305Q: 37 clusters Score -2.747087e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 51326 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 13772 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47274 members 
Mstep: Class 12 contains 2788 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10920 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 79777 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 296326 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470864.000000 Penalty: 21605.181641
Iteration 306Q: 37 clusters Score -2.747086e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 51373 members 
Mstep: Class 5 contains 2668 members 
Mstep: Class 6 contains 13808 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47267 members 
Mstep: Class 12 contains 2788 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 10976 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 79604 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 296383 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1741 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470764.000000 Penalty: 21605.181641
Iteration 307Q: 37 clusters Score -2.747076e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 51418 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 13849 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47254 members 
Mstep: Class 12 contains 2790 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 11035 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 79409 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 296451 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1746 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470746.000000 Penalty: 21605.181641
Iteration 308Q: 37 clusters Score -2.747075e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 51457 members 
Mstep: Class 5 contains 2662 members 
Mstep: Class 6 contains 13893 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47243 members 
Mstep: Class 12 contains 2793 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2383 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 79211 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 296524 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1748 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470688.000000 Penalty: 21605.181641
Iteration 309Q: 37 clusters Score -2.747069e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 51500 members 
Mstep: Class 5 contains 2658 members 
Mstep: Class 6 contains 13932 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47230 members 
Mstep: Class 12 contains 2792 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 11151 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 390 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 79009 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1152 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 296611 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1751 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470616.000000 Penalty: 21605.181641
Iteration 310Q: 37 clusters Score -2.747062e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 51539 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 13974 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47216 members 
Mstep: Class 12 contains 2791 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 11209 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 389 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2370 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 78800 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 296708 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1754 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470554.000000 Penalty: 21605.181641
Iteration 311Q: 37 clusters Score -2.747055e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 618 members 
Mstep: Class 4 contains 51578 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 14005 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47201 members 
Mstep: Class 12 contains 2788 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 11283 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 389 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 78595 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 296796 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1760 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470556.000000 Penalty: 21605.181641
Iteration 312Q: 37 clusters Score -2.747056e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 618 members 
Mstep: Class 4 contains 51607 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 14019 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47181 members 
Mstep: Class 12 contains 2790 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 11364 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 389 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2368 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 78384 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 296896 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470554.000000 Penalty: 21605.181641
Iteration 313Q: 37 clusters Score -2.747055e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 51640 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 14043 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47165 members 
Mstep: Class 12 contains 2790 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 78173 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 296981 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1766 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470458.000000 Penalty: 21605.181641
Iteration 314Q: 37 clusters Score -2.747046e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 51667 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 14077 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47161 members 
Mstep: Class 12 contains 2791 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 11517 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 77965 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 297065 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470446.000000 Penalty: 21605.181641
Iteration 315Q: 37 clusters Score -2.747045e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 51698 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 14110 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47156 members 
Mstep: Class 12 contains 2791 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 11601 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2349 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 77753 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 297141 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470370.000000 Penalty: 21605.181641
Iteration 316Q: 37 clusters Score -2.747037e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 618 members 
Mstep: Class 4 contains 51719 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 14141 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47156 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 11679 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2338 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 77539 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 297237 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470320.000000 Penalty: 21605.181641
Iteration 317Q: 37 clusters Score -2.747032e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 51748 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 14177 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47157 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 11767 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2330 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 77298 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 297334 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470294.000000 Penalty: 21605.181641
Iteration 318Q: 37 clusters Score -2.747029e+07 nChanged 418
Entering ConstructFrom: 
Score: -27470294.000000 Penalty: 21605.181641
Entering ConstructFrom: 
Trying to split cluster 1 (8789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Entering Unmasked Estep 
Score: -438313.687500 Penalty: 413.197144
	Iteration 0F: 2 clusters Score -438313.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -432434.125000 Penalty: 826.394287
	Iteration 0F: 3 clusters Score -432434.1 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -434912.000000 Penalty: 826.394287
	Iteration 1F: 3 clusters Score -434912 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -435257.187500 Penalty: 826.394287
	Iteration 2F: 3 clusters Score -435257.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -435725.375000 Penalty: 826.394287
	Iteration 3F: 3 clusters Score -435725.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -436232.625000 Penalty: 826.394287
	Iteration 4F: 3 clusters Score -436232.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -436691.031250 Penalty: 826.394287
	Iteration 5F: 3 clusters Score -436691 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -437013.281250 Penalty: 826.394287
	Iteration 6Q: 3 clusters Score -437013.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -437198.031250 Penalty: 826.394287
	Iteration 7Q: 3 clusters Score -437198 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -437321.531250 Penalty: 826.394287
	Iteration 8Q: 3 clusters Score -437321.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -437473.343750 Penalty: 826.394287
	Iteration 9Q: 3 clusters Score -437473.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -437649.937500 Penalty: 826.394287
	Iteration 10Q: 3 clusters Score -437649.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -437797.656250 Penalty: 826.394287
	Iteration 11Q: 3 clusters Score -437797.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -437933.375000 Penalty: 826.394287
	Iteration 12Q: 3 clusters Score -437933.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -438032.062500 Penalty: 826.394287
	Iteration 13Q: 3 clusters Score -438032.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -438092.906250 Penalty: 826.394287
	Iteration 14Q: 3 clusters Score -438092.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -438119.406250 Penalty: 826.394287
	Iteration 15Q: 3 clusters Score -438119.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -438128.062500 Penalty: 826.394287
	Iteration 16Q: 3 clusters Score -438128.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -438133.968750 Penalty: 826.394287
	Iteration 17Q: 3 clusters Score -438134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -438136.250000 Penalty: 826.394287
	Iteration 18Q: 3 clusters Score -438136.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -438137.687500 Penalty: 826.394287
	Iteration 19Q: 3 clusters Score -438137.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -438141.968750 Penalty: 826.394287
	Iteration 20F: 3 clusters Score -438142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -438144.500000 Penalty: 826.394287
	Iteration 21Q: 3 clusters Score -438144.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -438146.468750 Penalty: 826.394287
	Iteration 22Q: 3 clusters Score -438146.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -438147.093750 Penalty: 826.394287
	Iteration 23Q: 3 clusters Score -438147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -438147.312500 Penalty: 826.394287
	Iteration 24Q: 3 clusters Score -438147.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -438146.656250 Penalty: 826.394287
	Iteration 25Q: 3 clusters Score -438146.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -438146.250000 Penalty: 826.394287
	Iteration 26Q: 3 clusters Score -438146.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -438146.250000 Penalty: 826.394287
	Iteration 27F: 3 clusters Score -438146.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -59399.753906 Penalty: 318.182190
	Iteration 0F: 2 clusters Score -59399.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -58527.105469 Penalty: 636.364380
	Iteration 0F: 3 clusters Score -58527.11 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -58768.449219 Penalty: 636.364380
	Iteration 1F: 3 clusters Score -58768.45 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -58827.886719 Penalty: 636.364380
	Iteration 2F: 3 clusters Score -58827.89 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -58870.738281 Penalty: 636.364380
	Iteration 3F: 3 clusters Score -58870.74 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -58907.167969 Penalty: 636.364380
	Iteration 4F: 3 clusters Score -58907.17 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -58931.968750 Penalty: 636.364380
	Iteration 5Q: 3 clusters Score -58931.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -58948.351562 Penalty: 636.364380
	Iteration 6Q: 3 clusters Score -58948.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -58962.652344 Penalty: 636.364380
	Iteration 7Q: 3 clusters Score -58962.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -58979.660156 Penalty: 636.364380
	Iteration 8Q: 3 clusters Score -58979.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -58997.640625 Penalty: 636.364380
	Iteration 9Q: 3 clusters Score -58997.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -59013.035156 Penalty: 636.364380
	Iteration 10Q: 3 clusters Score -59013.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -59035.527344 Penalty: 636.364380
	Iteration 11Q: 3 clusters Score -59035.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -59049.441406 Penalty: 636.364380
	Iteration 12Q: 3 clusters Score -59049.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -59059.964844 Penalty: 636.364380
	Iteration 13Q: 3 clusters Score -59059.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -59062.933594 Penalty: 636.364380
	Iteration 14Q: 3 clusters Score -59062.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -59063.191406 Penalty: 636.364380
	Iteration 15Q: 3 clusters Score -59063.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -59063.281250 Penalty: 636.364380
	Iteration 16Q: 3 clusters Score -59063.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -59063.792969 Penalty: 636.364380
	Iteration 17Q: 3 clusters Score -59063.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -59063.882812 Penalty: 636.364380
	Iteration 18Q: 3 clusters Score -59063.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -59063.882812 Penalty: 636.364380
	Iteration 19F: 3 clusters Score -59063.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -32623.078125 Penalty: 292.478790
	Iteration 0F: 2 clusters Score -32623.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -32056.119141 Penalty: 584.957581
	Iteration 0F: 3 clusters Score -32056.12 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -32196.652344 Penalty: 584.957581
	Iteration 1F: 3 clusters Score -32196.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -32225.593750 Penalty: 584.957581
	Iteration 2F: 3 clusters Score -32225.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -32239.455078 Penalty: 584.957581
	Iteration 3Q: 3 clusters Score -32239.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -32247.275391 Penalty: 584.957581
	Iteration 4Q: 3 clusters Score -32247.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -32252.742188 Penalty: 584.957581
	Iteration 5Q: 3 clusters Score -32252.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -32262.160156 Penalty: 584.957581
	Iteration 6Q: 3 clusters Score -32262.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -32268.888672 Penalty: 584.957581
	Iteration 7Q: 3 clusters Score -32268.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -32276.945312 Penalty: 584.957581
	Iteration 8Q: 3 clusters Score -32276.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -32284.042969 Penalty: 584.957581
	Iteration 9Q: 3 clusters Score -32284.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -32292.103516 Penalty: 584.957581
	Iteration 10Q: 3 clusters Score -32292.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -32298.646484 Penalty: 584.957581
	Iteration 11Q: 3 clusters Score -32298.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -32305.462891 Penalty: 584.957581
	Iteration 12Q: 3 clusters Score -32305.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -32320.826172 Penalty: 584.957581
	Iteration 13Q: 3 clusters Score -32320.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -32335.560547 Penalty: 584.957581
	Iteration 14Q: 3 clusters Score -32335.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -32341.531250 Penalty: 584.957581
	Iteration 15Q: 3 clusters Score -32341.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -32344.449219 Penalty: 584.957581
	Iteration 16Q: 3 clusters Score -32344.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -32344.943359 Penalty: 584.957581
	Iteration 17Q: 3 clusters Score -32344.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -32344.943359 Penalty: 584.957581
	Iteration 18F: 3 clusters Score -32344.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Entering Unmasked Estep 
Score: -2851475.500000 Penalty: 493.879211
	Iteration 0F: 2 clusters Score -2851476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -2816713.250000 Penalty: 987.758423
	Iteration 0F: 3 clusters Score -2816713 nChanged 25155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -2832575.250000 Penalty: 987.758423
	Iteration 1F: 3 clusters Score -2832575 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -2834519.500000 Penalty: 987.758423
	Iteration 2F: 3 clusters Score -2834520 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -2837200.250000 Penalty: 987.758423
	Iteration 3F: 3 clusters Score -2837200 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -2840462.000000 Penalty: 987.758423
	Iteration 4F: 3 clusters Score -2840462 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -2843550.500000 Penalty: 987.758423
	Iteration 5F: 3 clusters Score -2843550 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -2845547.500000 Penalty: 987.758423
	Iteration 6Q: 3 clusters Score -2845548 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -2846892.000000 Penalty: 987.758423
	Iteration 7Q: 3 clusters Score -2846892 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -2848013.750000 Penalty: 987.758423
	Iteration 8Q: 3 clusters Score -2848014 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -2848937.750000 Penalty: 987.758423
	Iteration 9Q: 3 clusters Score -2848938 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -2849656.750000 Penalty: 987.758423
	Iteration 10Q: 3 clusters Score -2849657 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -2850162.000000 Penalty: 987.758423
	Iteration 11Q: 3 clusters Score -2850162 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -2850536.000000 Penalty: 987.758423
	Iteration 12Q: 3 clusters Score -2850536 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -2850763.250000 Penalty: 987.758423
	Iteration 13Q: 3 clusters Score -2850763 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -2850879.000000 Penalty: 987.758423
	Iteration 14Q: 3 clusters Score -2850879 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -2850947.000000 Penalty: 987.758423
	Iteration 15Q: 3 clusters Score -2850947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -2850986.750000 Penalty: 987.758423
	Iteration 16Q: 3 clusters Score -2850987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -2851004.500000 Penalty: 987.758423
	Iteration 17Q: 3 clusters Score -2851004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -2851015.750000 Penalty: 987.758423
	Iteration 18Q: 3 clusters Score -2851016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -2851026.500000 Penalty: 987.758423
	Iteration 19Q: 3 clusters Score -2851026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -2851030.500000 Penalty: 987.758423
	Iteration 20F: 3 clusters Score -2851030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -2851034.750000 Penalty: 987.758423
	Iteration 21Q: 3 clusters Score -2851035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -2851037.000000 Penalty: 987.758423
	Iteration 22Q: 3 clusters Score -2851037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -2851037.250000 Penalty: 987.758423
	Iteration 23Q: 3 clusters Score -2851037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -2851036.000000 Penalty: 987.758423
	Iteration 24Q: 3 clusters Score -2851036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -2851035.500000 Penalty: 987.758423
	Iteration 25Q: 3 clusters Score -2851036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -2851037.000000 Penalty: 987.758423
	Iteration 26Q: 3 clusters Score -2851037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -2851037.000000 Penalty: 987.758423
	Iteration 27F: 3 clusters Score -2851037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Entering Unmasked Estep 
Score: -137738.687500 Penalty: 358.748230
	Iteration 0F: 2 clusters Score -137738.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -135881.671875 Penalty: 717.496460
	Iteration 0F: 3 clusters Score -135881.7 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -136494.234375 Penalty: 717.496460
	Iteration 1F: 3 clusters Score -136494.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -136579.921875 Penalty: 717.496460
	Iteration 2F: 3 clusters Score -136579.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -136663.656250 Penalty: 717.496460
	Iteration 3F: 3 clusters Score -136663.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -136760.343750 Penalty: 717.496460
	Iteration 4F: 3 clusters Score -136760.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -136858.562500 Penalty: 717.496460
	Iteration 5F: 3 clusters Score -136858.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -136922.906250 Penalty: 717.496460
	Iteration 6Q: 3 clusters Score -136922.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -136989.937500 Penalty: 717.496460
	Iteration 7Q: 3 clusters Score -136989.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -137054.578125 Penalty: 717.496460
	Iteration 8Q: 3 clusters Score -137054.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -137122.875000 Penalty: 717.496460
	Iteration 9Q: 3 clusters Score -137122.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -137199.750000 Penalty: 717.496460
	Iteration 10Q: 3 clusters Score -137199.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -137244.562500 Penalty: 717.496460
	Iteration 11Q: 3 clusters Score -137244.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -137274.375000 Penalty: 717.496460
	Iteration 12Q: 3 clusters Score -137274.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -137303.500000 Penalty: 717.496460
	Iteration 13Q: 3 clusters Score -137303.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -137325.140625 Penalty: 717.496460
	Iteration 14Q: 3 clusters Score -137325.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -137345.500000 Penalty: 717.496460
	Iteration 15Q: 3 clusters Score -137345.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -137365.437500 Penalty: 717.496460
	Iteration 16Q: 3 clusters Score -137365.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -137379.281250 Penalty: 717.496460
	Iteration 17Q: 3 clusters Score -137379.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -137393.187500 Penalty: 717.496460
	Iteration 18Q: 3 clusters Score -137393.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -137407.062500 Penalty: 717.496460
	Iteration 19Q: 3 clusters Score -137407.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -137415.453125 Penalty: 717.496460
	Iteration 20F: 3 clusters Score -137415.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -137424.578125 Penalty: 717.496460
	Iteration 21Q: 3 clusters Score -137424.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -137427.625000 Penalty: 717.496460
	Iteration 22Q: 3 clusters Score -137427.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -137427.828125 Penalty: 717.496460
	Iteration 23Q: 3 clusters Score -137427.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -137429.312500 Penalty: 717.496460
	Iteration 24Q: 3 clusters Score -137429.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -137430.734375 Penalty: 717.496460
	Iteration 25Q: 3 clusters Score -137430.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -137431.546875 Penalty: 717.496460
	Iteration 26Q: 3 clusters Score -137431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -137433.312500 Penalty: 717.496460
	Iteration 27Q: 3 clusters Score -137433.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -137434.218750 Penalty: 717.496460
	Iteration 28Q: 3 clusters Score -137434.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -137434.218750 Penalty: 717.496460
	Iteration 29F: 3 clusters Score -137434.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Entering Unmasked Estep 
Score: -815974.062500 Penalty: 435.073395
	Iteration 0F: 2 clusters Score -815974.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -806431.500000 Penalty: 870.146790
	Iteration 0F: 3 clusters Score -806431.5 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -810327.750000 Penalty: 870.146790
	Iteration 1F: 3 clusters Score -810327.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -810565.562500 Penalty: 870.146790
	Iteration 2Q: 3 clusters Score -810565.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -810843.000000 Penalty: 870.146790
	Iteration 3Q: 3 clusters Score -810843 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -811272.937500 Penalty: 870.146790
	Iteration 4F: 3 clusters Score -811272.9 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -811948.687500 Penalty: 870.146790
	Iteration 5F: 3 clusters Score -811948.7 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -812912.375000 Penalty: 870.146790
	Iteration 6F: 3 clusters Score -812912.4 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -813861.125000 Penalty: 870.146790
	Iteration 7F: 3 clusters Score -813861.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -814323.562500 Penalty: 870.146790
	Iteration 8Q: 3 clusters Score -814323.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -814504.375000 Penalty: 870.146790
	Iteration 9Q: 3 clusters Score -814504.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -814603.062500 Penalty: 870.146790
	Iteration 10Q: 3 clusters Score -814603.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -814678.437500 Penalty: 870.146790
	Iteration 11Q: 3 clusters Score -814678.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -814738.125000 Penalty: 870.146790
	Iteration 12Q: 3 clusters Score -814738.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -814785.312500 Penalty: 870.146790
	Iteration 13Q: 3 clusters Score -814785.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -814825.750000 Penalty: 870.146790
	Iteration 14Q: 3 clusters Score -814825.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -814858.062500 Penalty: 870.146790
	Iteration 15Q: 3 clusters Score -814858.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -814891.125000 Penalty: 870.146790
	Iteration 16Q: 3 clusters Score -814891.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -814920.312500 Penalty: 870.146790
	Iteration 17Q: 3 clusters Score -814920.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -814944.062500 Penalty: 870.146790
	Iteration 18Q: 3 clusters Score -814944.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -814963.562500 Penalty: 870.146790
	Iteration 19Q: 3 clusters Score -814963.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -814987.312500 Penalty: 870.146790
	Iteration 20F: 3 clusters Score -814987.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -815003.812500 Penalty: 870.146790
	Iteration 21Q: 3 clusters Score -815003.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -815020.187500 Penalty: 870.146790
	Iteration 22Q: 3 clusters Score -815020.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -815030.750000 Penalty: 870.146790
	Iteration 23Q: 3 clusters Score -815030.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -815040.562500 Penalty: 870.146790
	Iteration 24Q: 3 clusters Score -815040.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -815047.625000 Penalty: 870.146790
	Iteration 25Q: 3 clusters Score -815047.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -815053.312500 Penalty: 870.146790
	Iteration 26Q: 3 clusters Score -815053.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -815064.562500 Penalty: 870.146790
	Iteration 27Q: 3 clusters Score -815064.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -815071.250000 Penalty: 870.146790
	Iteration 28Q: 3 clusters Score -815071.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -815083.000000 Penalty: 870.146790
	Iteration 29Q: 3 clusters Score -815083 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -815091.500000 Penalty: 870.146790
	Iteration 30Q: 3 clusters Score -815091.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -815104.312500 Penalty: 870.146790
	Iteration 31Q: 3 clusters Score -815104.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -815112.500000 Penalty: 870.146790
	Iteration 32Q: 3 clusters Score -815112.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -815121.250000 Penalty: 870.146790
	Iteration 33Q: 3 clusters Score -815121.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -815129.062500 Penalty: 870.146790
	Iteration 34Q: 3 clusters Score -815129.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -815135.375000 Penalty: 870.146790
	Iteration 35Q: 3 clusters Score -815135.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -815146.500000 Penalty: 870.146790
	Iteration 36Q: 3 clusters Score -815146.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -815151.812500 Penalty: 870.146790
	Iteration 37Q: 3 clusters Score -815151.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -815159.187500 Penalty: 870.146790
	Iteration 38Q: 3 clusters Score -815159.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -815162.437500 Penalty: 870.146790
	Iteration 39Q: 3 clusters Score -815162.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -815169.500000 Penalty: 870.146790
	Iteration 40F: 3 clusters Score -815169.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -815176.375000 Penalty: 870.146790
	Iteration 41Q: 3 clusters Score -815176.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -815184.000000 Penalty: 870.146790
	Iteration 42Q: 3 clusters Score -815184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -815185.875000 Penalty: 870.146790
	Iteration 43Q: 3 clusters Score -815185.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -815195.687500 Penalty: 870.146790
	Iteration 44Q: 3 clusters Score -815195.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -815205.687500 Penalty: 870.146790
	Iteration 45Q: 3 clusters Score -815205.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -815215.375000 Penalty: 870.146790
	Iteration 46Q: 3 clusters Score -815215.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -815221.812500 Penalty: 870.146790
	Iteration 47Q: 3 clusters Score -815221.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -815230.687500 Penalty: 870.146790
	Iteration 48Q: 3 clusters Score -815230.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -815238.250000 Penalty: 870.146790
	Iteration 49Q: 3 clusters Score -815238.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -815245.437500 Penalty: 870.146790
	Iteration 50Q: 3 clusters Score -815245.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -815254.125000 Penalty: 870.146790
	Iteration 51Q: 3 clusters Score -815254.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -815260.750000 Penalty: 870.146790
	Iteration 52Q: 3 clusters Score -815260.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -815274.687500 Penalty: 870.146790
	Iteration 53Q: 3 clusters Score -815274.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -815283.562500 Penalty: 870.146790
	Iteration 54Q: 3 clusters Score -815283.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -815292.875000 Penalty: 870.146790
	Iteration 55Q: 3 clusters Score -815292.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -815305.187500 Penalty: 870.146790
	Iteration 56Q: 3 clusters Score -815305.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -815322.562500 Penalty: 870.146790
	Iteration 57Q: 3 clusters Score -815322.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -815332.750000 Penalty: 870.146790
	Iteration 58Q: 3 clusters Score -815332.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -815338.062500 Penalty: 870.146790
	Iteration 59Q: 3 clusters Score -815338.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -815345.312500 Penalty: 870.146790
	Iteration 60F: 3 clusters Score -815345.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -815351.625000 Penalty: 870.146790
	Iteration 61Q: 3 clusters Score -815351.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -815362.625000 Penalty: 870.146790
	Iteration 62Q: 3 clusters Score -815362.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -815377.312500 Penalty: 870.146790
	Iteration 63Q: 3 clusters Score -815377.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -815388.312500 Penalty: 870.146790
	Iteration 64Q: 3 clusters Score -815388.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -815394.312500 Penalty: 870.146790
	Iteration 65Q: 3 clusters Score -815394.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -815402.500000 Penalty: 870.146790
	Iteration 66Q: 3 clusters Score -815402.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -815412.250000 Penalty: 870.146790
	Iteration 67Q: 3 clusters Score -815412.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -815419.187500 Penalty: 870.146790
	Iteration 68Q: 3 clusters Score -815419.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -815427.312500 Penalty: 870.146790
	Iteration 69Q: 3 clusters Score -815427.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -815438.812500 Penalty: 870.146790
	Iteration 70Q: 3 clusters Score -815438.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -815452.750000 Penalty: 870.146790
	Iteration 71Q: 3 clusters Score -815452.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -815461.750000 Penalty: 870.146790
	Iteration 72Q: 3 clusters Score -815461.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -815478.250000 Penalty: 870.146790
	Iteration 73Q: 3 clusters Score -815478.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -815491.750000 Penalty: 870.146790
	Iteration 74Q: 3 clusters Score -815491.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -815503.000000 Penalty: 870.146790
	Iteration 75Q: 3 clusters Score -815503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -815508.500000 Penalty: 870.146790
	Iteration 76Q: 3 clusters Score -815508.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -815516.500000 Penalty: 870.146790
	Iteration 77Q: 3 clusters Score -815516.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -815528.625000 Penalty: 870.146790
	Iteration 78Q: 3 clusters Score -815528.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -815532.812500 Penalty: 870.146790
	Iteration 79Q: 3 clusters Score -815532.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -815535.875000 Penalty: 870.146790
	Iteration 80F: 3 clusters Score -815535.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -815541.562500 Penalty: 870.146790
	Iteration 81Q: 3 clusters Score -815541.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -815547.812500 Penalty: 870.146790
	Iteration 82Q: 3 clusters Score -815547.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -815552.750000 Penalty: 870.146790
	Iteration 83Q: 3 clusters Score -815552.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -815559.187500 Penalty: 870.146790
	Iteration 84Q: 3 clusters Score -815559.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -815561.562500 Penalty: 870.146790
	Iteration 85Q: 3 clusters Score -815561.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -815565.500000 Penalty: 870.146790
	Iteration 86Q: 3 clusters Score -815565.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -815569.750000 Penalty: 870.146790
	Iteration 87Q: 3 clusters Score -815569.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -815574.437500 Penalty: 870.146790
	Iteration 88Q: 3 clusters Score -815574.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -815579.812500 Penalty: 870.146790
	Iteration 89Q: 3 clusters Score -815579.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -815585.625000 Penalty: 870.146790
	Iteration 90Q: 3 clusters Score -815585.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -815588.437500 Penalty: 870.146790
	Iteration 91Q: 3 clusters Score -815588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -815591.687500 Penalty: 870.146790
	Iteration 92Q: 3 clusters Score -815591.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -815594.500000 Penalty: 870.146790
	Iteration 93Q: 3 clusters Score -815594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -815595.187500 Penalty: 870.146790
	Iteration 94Q: 3 clusters Score -815595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -815596.250000 Penalty: 870.146790
	Iteration 95Q: 3 clusters Score -815596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -815596.125000 Penalty: 870.146790
	Iteration 96Q: 3 clusters Score -815596.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -815596.937500 Penalty: 870.146790
	Iteration 97Q: 3 clusters Score -815596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -815598.625000 Penalty: 870.146790
	Iteration 98Q: 3 clusters Score -815598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -815600.312500 Penalty: 870.146790
	Iteration 99Q: 3 clusters Score -815600.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -815600.187500 Penalty: 870.146790
	Iteration 100F: 3 clusters Score -815600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -815599.625000 Penalty: 870.146790
	Iteration 101Q: 3 clusters Score -815599.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -815602.500000 Penalty: 870.146790
	Iteration 102Q: 3 clusters Score -815602.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -815602.375000 Penalty: 870.146790
	Iteration 103Q: 3 clusters Score -815602.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -815604.500000 Penalty: 870.146790
	Iteration 104Q: 3 clusters Score -815604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -815605.750000 Penalty: 870.146790
	Iteration 105Q: 3 clusters Score -815605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -815608.562500 Penalty: 870.146790
	Iteration 106Q: 3 clusters Score -815608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -815610.312500 Penalty: 870.146790
	Iteration 107Q: 3 clusters Score -815610.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -815614.250000 Penalty: 870.146790
	Iteration 108Q: 3 clusters Score -815614.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -815616.312500 Penalty: 870.146790
	Iteration 109Q: 3 clusters Score -815616.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -815617.562500 Penalty: 870.146790
	Iteration 110Q: 3 clusters Score -815617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -815619.187500 Penalty: 870.146790
	Iteration 111Q: 3 clusters Score -815619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -815619.937500 Penalty: 870.146790
	Iteration 112Q: 3 clusters Score -815619.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -815619.500000 Penalty: 870.146790
	Iteration 113Q: 3 clusters Score -815619.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -815619.500000 Penalty: 870.146790
	Iteration 114F: 3 clusters Score -815619.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -6108.012207 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -6108.012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5923.455566 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -5923.456 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6097.398438 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -6097.398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -6169.663086 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -6169.663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -6335.648926 Penalty: 456.572449
	Iteration 3F: 3 clusters Score -6335.649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -6345.151855 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -6345.152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -6345.151855 Penalty: 456.572449
	Iteration 5F: 3 clusters Score -6345.152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 51766 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 14215 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47160 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 11880 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 77024 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 297443 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 20 members 
Entering Unmasked Estep 
Score: -27470084.000000 Penalty: 22205.326172
Splitting cluster 7 changes total score from -27470294.000000 to -27470084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -7410.182617 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -7410.183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7122.451660 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -7122.452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7265.923340 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -7265.923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7318.435059 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -7318.435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7355.416992 Penalty: 484.836731
	Iteration 3F: 3 clusters Score -7355.417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7375.581055 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -7375.581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7382.864258 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -7382.864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7390.313477 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -7390.313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7407.900879 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -7407.901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7450.564453 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -7450.564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7479.459961 Penalty: 484.836731
	Iteration 9Q: 3 clusters Score -7479.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7487.938965 Penalty: 484.836731
	Iteration 10Q: 3 clusters Score -7487.939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7491.777344 Penalty: 484.836731
	Iteration 11Q: 3 clusters Score -7491.777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7491.777344 Penalty: 484.836731
	Iteration 12F: 3 clusters Score -7491.777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 51766 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 14215 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 95 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47160 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 11880 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 77024 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 297443 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 111 members 
Entering Unmasked Estep 
Score: -27469938.000000 Penalty: 22205.326172
Splitting cluster 8 changes total score from -27470294.000000 to -27469938.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -33877.796875 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -33877.8 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 361 members 
Entering Unmasked Estep 
Score: -33225.003906 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -33225 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -33362.218750 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -33362.22 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -33427.933594 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -33427.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -33464.082031 Penalty: 600.588257
	Iteration 3F: 3 clusters Score -33464.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -33494.007812 Penalty: 600.588257
	Iteration 4F: 3 clusters Score -33494.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -33516.527344 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -33516.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -33526.347656 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -33526.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -33536.832031 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -33536.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -33552.253906 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -33552.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33561.726562 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -33561.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -33569.160156 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -33569.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33576.218750 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -33576.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33580.156250 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -33580.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33584.523438 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -33584.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33587.753906 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -33587.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33589.906250 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -33589.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33592.273438 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -33592.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33593.535156 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -33593.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33596.449219 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -33596.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33598.222656 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -33598.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33602.335938 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -33602.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33604.753906 Penalty: 600.588257
	Iteration 21Q: 3 clusters Score -33604.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33606.003906 Penalty: 600.588257
	Iteration 22Q: 3 clusters Score -33606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33607.765625 Penalty: 600.588257
	Iteration 23Q: 3 clusters Score -33607.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33608.109375 Penalty: 600.588257
	Iteration 24Q: 3 clusters Score -33608.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33608.683594 Penalty: 600.588257
	Iteration 25Q: 3 clusters Score -33608.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33609.828125 Penalty: 600.588257
	Iteration 26Q: 3 clusters Score -33609.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33612.273438 Penalty: 600.588257
	Iteration 27Q: 3 clusters Score -33612.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33615.062500 Penalty: 600.588257
	Iteration 28Q: 3 clusters Score -33615.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33618.980469 Penalty: 600.588257
	Iteration 29Q: 3 clusters Score -33618.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33621.226562 Penalty: 600.588257
	Iteration 30Q: 3 clusters Score -33621.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33622.789062 Penalty: 600.588257
	Iteration 31Q: 3 clusters Score -33622.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33624.718750 Penalty: 600.588257
	Iteration 32Q: 3 clusters Score -33624.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33624.718750 Penalty: 600.588257
	Iteration 33F: 3 clusters Score -33624.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13227.187500 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -13227.19 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 139 members 
Entering Unmasked Estep 
Score: -12892.561523 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -12892.56 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12961.085938 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -12961.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12992.568359 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -12992.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13013.251953 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -13013.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13016.880859 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -13016.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13020.666992 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -13020.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13025.975586 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -13025.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13027.258789 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -13027.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13028.806641 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -13028.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13034.562500 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -13034.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13037.717773 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -13037.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13044.253906 Penalty: 510.127991
	Iteration 11Q: 3 clusters Score -13044.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13044.878906 Penalty: 510.127991
	Iteration 12Q: 3 clusters Score -13044.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13045.473633 Penalty: 510.127991
	Iteration 13Q: 3 clusters Score -13045.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13046.458984 Penalty: 510.127991
	Iteration 14Q: 3 clusters Score -13046.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13050.291992 Penalty: 510.127991
	Iteration 15Q: 3 clusters Score -13050.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13056.168945 Penalty: 510.127991
	Iteration 16Q: 3 clusters Score -13056.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13067.674805 Penalty: 510.127991
	Iteration 17Q: 3 clusters Score -13067.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13073.810547 Penalty: 510.127991
	Iteration 18Q: 3 clusters Score -13073.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13079.401367 Penalty: 510.127991
	Iteration 19Q: 3 clusters Score -13079.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13086.316406 Penalty: 510.127991
	Iteration 20F: 3 clusters Score -13086.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13087.874023 Penalty: 510.127991
	Iteration 21Q: 3 clusters Score -13087.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13087.874023 Penalty: 510.127991
	Iteration 22F: 3 clusters Score -13087.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Entering Unmasked Estep 
Score: -2407226.000000 Penalty: 489.639191
	Iteration 0F: 2 clusters Score -2407226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2375427.500000 Penalty: 979.278381
	Iteration 0F: 3 clusters Score -2375428 nChanged 22822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2389281.000000 Penalty: 979.278381
	Iteration 1F: 3 clusters Score -2389281 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2390101.500000 Penalty: 979.278381
	Iteration 2Q: 3 clusters Score -2390102 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2391221.500000 Penalty: 979.278381
	Iteration 3F: 3 clusters Score -2391222 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2392693.750000 Penalty: 979.278381
	Iteration 4F: 3 clusters Score -2392694 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2394338.250000 Penalty: 979.278381
	Iteration 5F: 3 clusters Score -2394338 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2396075.750000 Penalty: 979.278381
	Iteration 6F: 3 clusters Score -2396076 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2397715.250000 Penalty: 979.278381
	Iteration 7F: 3 clusters Score -2397715 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2399280.250000 Penalty: 979.278381
	Iteration 8Q: 3 clusters Score -2399280 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2400551.750000 Penalty: 979.278381
	Iteration 9Q: 3 clusters Score -2400552 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2401403.250000 Penalty: 979.278381
	Iteration 10Q: 3 clusters Score -2401403 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2402136.500000 Penalty: 979.278381
	Iteration 11Q: 3 clusters Score -2402136 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2402807.250000 Penalty: 979.278381
	Iteration 12Q: 3 clusters Score -2402807 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2403382.750000 Penalty: 979.278381
	Iteration 13Q: 3 clusters Score -2403383 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2403878.000000 Penalty: 979.278381
	Iteration 14Q: 3 clusters Score -2403878 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2404282.250000 Penalty: 979.278381
	Iteration 15Q: 3 clusters Score -2404282 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2404588.250000 Penalty: 979.278381
	Iteration 16Q: 3 clusters Score -2404588 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2404822.000000 Penalty: 979.278381
	Iteration 17Q: 3 clusters Score -2404822 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2405025.750000 Penalty: 979.278381
	Iteration 18Q: 3 clusters Score -2405026 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2405179.750000 Penalty: 979.278381
	Iteration 19Q: 3 clusters Score -2405180 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2405315.250000 Penalty: 979.278381
	Iteration 20F: 3 clusters Score -2405315 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2405432.750000 Penalty: 979.278381
	Iteration 21Q: 3 clusters Score -2405433 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2405520.000000 Penalty: 979.278381
	Iteration 22Q: 3 clusters Score -2405520 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2405584.500000 Penalty: 979.278381
	Iteration 23Q: 3 clusters Score -2405584 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2405660.000000 Penalty: 979.278381
	Iteration 24Q: 3 clusters Score -2405660 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2405716.750000 Penalty: 979.278381
	Iteration 25Q: 3 clusters Score -2405717 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2405766.750000 Penalty: 979.278381
	Iteration 26Q: 3 clusters Score -2405767 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2405812 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2405864 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2405890 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2405928 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2405961 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2405985 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2406020.250000 Penalty: 979.278381
	Iteration 33Q: 3 clusters Score -2406020 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2406045 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2406053 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2406066 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2406085 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2406097 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2406111.000000 Penalty: 979.278381
	Iteration 39Q: 3 clusters Score -2406111 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2406130 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2406145.000000 Penalty: 979.278381
	Iteration 41Q: 3 clusters Score -2406145 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2406159 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2406172 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42780 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2406192 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2406200 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2406207.250000 Penalty: 979.278381
	Iteration 46Q: 3 clusters Score -2406207 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2406223.750000 Penalty: 979.278381
	Iteration 47Q: 3 clusters Score -2406224 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2406249 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2406257 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2406268 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2406288 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2406295 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43475 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2406298 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43541 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2406308 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43600 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2406310 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2406318 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43718 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2406324 nChanged 59
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Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2406329 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2406337 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2406339.000000 Penalty: 979.278381
	Iteration 60F: 3 clusters Score -2406339 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2406342 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44013 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2406357 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44073 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2406364 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2406378 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44191 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2406392 nChanged 64
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Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2406403.250000 Penalty: 979.278381
	Iteration 66Q: 3 clusters Score -2406403 nChanged 59
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Mstep: Class 1 contains 44314 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2406409 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44367 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2406418 nChanged 46
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Mstep: Class 1 contains 44413 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2406430 nChanged 55
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Mstep: Class 1 contains 44466 members 
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Entering Unmasked Estep 
Score: -2406441.000000 Penalty: 979.278381
	Iteration 70Q: 3 clusters Score -2406441 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44517 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2406448 nChanged 42
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Mstep: Class 1 contains 44559 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2406455 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44610 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2406464 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2406463 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44691 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2406472 nChanged 34
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Mstep: Class 1 contains 44725 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2406479 nChanged 41
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Mstep: Class 1 contains 44764 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2406488 nChanged 38
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Mstep: Class 1 contains 44802 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2406494 nChanged 33
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Mstep: Class 1 contains 44835 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2406500 nChanged 33
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Mstep: Class 1 contains 44868 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2406496 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44900 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2406502 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44929 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2406504 nChanged 30
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Mstep: Class 1 contains 44959 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2406511 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44993 members 
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Entering Unmasked Estep 
Score: -2406507.750000 Penalty: 979.278381
	Iteration 84Q: 3 clusters Score -2406508 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45016 members 
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Entering Unmasked Estep 
Score: -2406515.000000 Penalty: 979.278381
	Iteration 85Q: 3 clusters Score -2406515 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45039 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2406516 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45055 members 
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Entering Unmasked Estep 
Score: -2406519.750000 Penalty: 979.278381
	Iteration 87Q: 3 clusters Score -2406520 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45070 members 
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Entering Unmasked Estep 
Score: -2406521.000000 Penalty: 979.278381
	Iteration 88Q: 3 clusters Score -2406521 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2406520 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45100 members 
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Entering Unmasked Estep 
Score: -2406522.000000 Penalty: 979.278381
	Iteration 90Q: 3 clusters Score -2406522 nChanged 17
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Mstep: Class 1 contains 45117 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2406519 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2406517.000000 Penalty: 979.278381
	Iteration 92Q: 3 clusters Score -2406517 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2406514.000000 Penalty: 979.278381
	Iteration 93Q: 3 clusters Score -2406514 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2406522.500000 Penalty: 979.278381
	Iteration 94Q: 3 clusters Score -2406522 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2406522 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2406528.000000 Penalty: 979.278381
	Iteration 96Q: 3 clusters Score -2406528 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2406536.250000 Penalty: 979.278381
	Iteration 97Q: 3 clusters Score -2406536 nChanged 29
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Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2406540.250000 Penalty: 979.278381
	Iteration 98Q: 3 clusters Score -2406540 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45322 members 
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Entering Unmasked Estep 
Score: -2406542.500000 Penalty: 979.278381
	Iteration 99Q: 3 clusters Score -2406542 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2406550.000000 Penalty: 979.278381
	Iteration 100F: 3 clusters Score -2406550 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45388 members 
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Entering Unmasked Estep 
Score: -2406548.500000 Penalty: 979.278381
	Iteration 101Q: 3 clusters Score -2406548 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45427 members 
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Entering Unmasked Estep 
Score: -2406552.750000 Penalty: 979.278381
	Iteration 102Q: 3 clusters Score -2406553 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2406560 nChanged 42
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2406563 nChanged 46
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Mstep: Class 1 contains 45551 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2406578 nChanged 44
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2406585 nChanged 44
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2406591 nChanged 43
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Mstep: Class 1 contains 45676 members 
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Entering Unmasked Estep 
Score: -2406604.750000 Penalty: 979.278381
	Iteration 108Q: 3 clusters Score -2406605 nChanged 44
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Mstep: Class 1 contains 45720 members 
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Entering Unmasked Estep 
Score: -2406613.500000 Penalty: 979.278381
	Iteration 109Q: 3 clusters Score -2406614 nChanged 39
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Mstep: Class 1 contains 45759 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2406619 nChanged 46
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2406626 nChanged 42
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2406637 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45891 members 
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Entering Unmasked Estep 
Score: -2406652.000000 Penalty: 979.278381
	Iteration 113Q: 3 clusters Score -2406652 nChanged 34
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Mstep: Class 1 contains 45925 members 
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Entering Unmasked Estep 
Score: -2406658.250000 Penalty: 979.278381
	Iteration 114Q: 3 clusters Score -2406658 nChanged 35
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Mstep: Class 1 contains 45960 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2406664 nChanged 22
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Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2406665 nChanged 22
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Entering Unmasked Estep 
Score: -2406674.500000 Penalty: 979.278381
	Iteration 117Q: 3 clusters Score -2406674 nChanged 17
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2406679 nChanged 18
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Entering Unmasked Estep 
Score: -2406684.000000 Penalty: 979.278381
	Iteration 119Q: 3 clusters Score -2406684 nChanged 24
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Entering Unmasked Estep 
Score: -2406687.250000 Penalty: 979.278381
	Iteration 120F: 3 clusters Score -2406687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2406686.500000 Penalty: 979.278381
	Iteration 121Q: 3 clusters Score -2406686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2406689.500000 Penalty: 979.278381
	Iteration 122Q: 3 clusters Score -2406690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2406695.250000 Penalty: 979.278381
	Iteration 123Q: 3 clusters Score -2406695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2406702.500000 Penalty: 979.278381
	Iteration 124Q: 3 clusters Score -2406702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2406709.250000 Penalty: 979.278381
	Iteration 125Q: 3 clusters Score -2406709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2406707.250000 Penalty: 979.278381
	Iteration 126Q: 3 clusters Score -2406707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2406718.250000 Penalty: 979.278381
	Iteration 127Q: 3 clusters Score -2406718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2406721.250000 Penalty: 979.278381
	Iteration 128Q: 3 clusters Score -2406721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2406723.000000 Penalty: 979.278381
	Iteration 129Q: 3 clusters Score -2406723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2406720.250000 Penalty: 979.278381
	Iteration 130Q: 3 clusters Score -2406720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2406724.250000 Penalty: 979.278381
	Iteration 131Q: 3 clusters Score -2406724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2406731.000000 Penalty: 979.278381
	Iteration 132Q: 3 clusters Score -2406731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2406733.250000 Penalty: 979.278381
	Iteration 133Q: 3 clusters Score -2406733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2406734.750000 Penalty: 979.278381
	Iteration 134Q: 3 clusters Score -2406735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2406742.250000 Penalty: 979.278381
	Iteration 135Q: 3 clusters Score -2406742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2406744.000000 Penalty: 979.278381
	Iteration 136Q: 3 clusters Score -2406744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2406744.000000 Penalty: 979.278381
	Iteration 137Q: 3 clusters Score -2406744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2406744.250000 Penalty: 979.278381
	Iteration 138Q: 3 clusters Score -2406744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2406746.250000 Penalty: 979.278381
	Iteration 139Q: 3 clusters Score -2406746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2406746.250000 Penalty: 979.278381
	Iteration 140F: 3 clusters Score -2406746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Entering Unmasked Estep 
Score: -146493.031250 Penalty: 360.938812
	Iteration 0F: 2 clusters Score -146493 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 1432 members 
Entering Unmasked Estep 
Score: -144551.093750 Penalty: 721.877625
	Iteration 0F: 3 clusters Score -144551.1 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -145202.234375 Penalty: 721.877625
	Iteration 1F: 3 clusters Score -145202.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -145286.140625 Penalty: 721.877625
	Iteration 2F: 3 clusters Score -145286.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -145362.031250 Penalty: 721.877625
	Iteration 3F: 3 clusters Score -145362 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -145452.421875 Penalty: 721.877625
	Iteration 4F: 3 clusters Score -145452.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -145559.343750 Penalty: 721.877625
	Iteration 5F: 3 clusters Score -145559.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -145668.062500 Penalty: 721.877625
	Iteration 6F: 3 clusters Score -145668.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -145783.078125 Penalty: 721.877625
	Iteration 7F: 3 clusters Score -145783.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -145899.718750 Penalty: 721.877625
	Iteration 8F: 3 clusters Score -145899.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -145995.015625 Penalty: 721.877625
	Iteration 9Q: 3 clusters Score -145995 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -146065.328125 Penalty: 721.877625
	Iteration 10Q: 3 clusters Score -146065.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -146100.140625 Penalty: 721.877625
	Iteration 11Q: 3 clusters Score -146100.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -146122.875000 Penalty: 721.877625
	Iteration 12Q: 3 clusters Score -146122.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -146139.593750 Penalty: 721.877625
	Iteration 13Q: 3 clusters Score -146139.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -146153.656250 Penalty: 721.877625
	Iteration 14Q: 3 clusters Score -146153.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -146174.046875 Penalty: 721.877625
	Iteration 15Q: 3 clusters Score -146174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -146181.281250 Penalty: 721.877625
	Iteration 16Q: 3 clusters Score -146181.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -146187.515625 Penalty: 721.877625
	Iteration 17Q: 3 clusters Score -146187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -146193.921875 Penalty: 721.877625
	Iteration 18Q: 3 clusters Score -146193.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -146195.734375 Penalty: 721.877625
	Iteration 19Q: 3 clusters Score -146195.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -146195.734375 Penalty: 721.877625
	Iteration 20F: 3 clusters Score -146195.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -28502.167969 Penalty: 287.018463
	Iteration 0F: 2 clusters Score -28502.17 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 261 members 
Entering Unmasked Estep 
Score: -28001.298828 Penalty: 574.036926
	Iteration 0F: 3 clusters Score -28001.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28113.156250 Penalty: 574.036926
	Iteration 1F: 3 clusters Score -28113.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28135.394531 Penalty: 574.036926
	Iteration 2F: 3 clusters Score -28135.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28152.320312 Penalty: 574.036926
	Iteration 3Q: 3 clusters Score -28152.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28161.521484 Penalty: 574.036926
	Iteration 4Q: 3 clusters Score -28161.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28168.119141 Penalty: 574.036926
	Iteration 5Q: 3 clusters Score -28168.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28173.039062 Penalty: 574.036926
	Iteration 6Q: 3 clusters Score -28173.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28178.621094 Penalty: 574.036926
	Iteration 7Q: 3 clusters Score -28178.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -28186.074219 Penalty: 574.036926
	Iteration 8Q: 3 clusters Score -28186.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28189.521484 Penalty: 574.036926
	Iteration 9Q: 3 clusters Score -28189.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28190.603516 Penalty: 574.036926
	Iteration 10Q: 3 clusters Score -28190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -28192.089844 Penalty: 574.036926
	Iteration 11Q: 3 clusters Score -28192.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28195.283203 Penalty: 574.036926
	Iteration 12Q: 3 clusters Score -28195.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28199.638672 Penalty: 574.036926
	Iteration 13Q: 3 clusters Score -28199.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28202.046875 Penalty: 574.036926
	Iteration 14Q: 3 clusters Score -28202.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -28204.476562 Penalty: 574.036926
	Iteration 15Q: 3 clusters Score -28204.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28206.234375 Penalty: 574.036926
	Iteration 16Q: 3 clusters Score -28206.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -28207.365234 Penalty: 574.036926
	Iteration 17Q: 3 clusters Score -28207.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28209.029297 Penalty: 574.036926
	Iteration 18Q: 3 clusters Score -28209.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28210.142578 Penalty: 574.036926
	Iteration 19Q: 3 clusters Score -28210.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -28210.845703 Penalty: 574.036926
	Iteration 20F: 3 clusters Score -28210.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28210.916016 Penalty: 574.036926
	Iteration 21Q: 3 clusters Score -28210.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28210.916016 Penalty: 574.036926
	Iteration 22F: 3 clusters Score -28210.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Entering Unmasked Estep 
Score: -673099.250000 Penalty: 426.908813
	Iteration 0F: 2 clusters Score -673099.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -665098.187500 Penalty: 853.817627
	Iteration 0F: 3 clusters Score -665098.2 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -668536.125000 Penalty: 853.817627
	Iteration 1F: 3 clusters Score -668536.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -668911.625000 Penalty: 853.817627
	Iteration 2F: 3 clusters Score -668911.6 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -669454.750000 Penalty: 853.817627
	Iteration 3F: 3 clusters Score -669454.8 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -670244.562500 Penalty: 853.817627
	Iteration 4F: 3 clusters Score -670244.6 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -671192.250000 Penalty: 853.817627
	Iteration 5F: 3 clusters Score -671192.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -671940.125000 Penalty: 853.817627
	Iteration 6F: 3 clusters Score -671940.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -672375.125000 Penalty: 853.817627
	Iteration 7Q: 3 clusters Score -672375.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -672554.875000 Penalty: 853.817627
	Iteration 8Q: 3 clusters Score -672554.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -672644.437500 Penalty: 853.817627
	Iteration 9Q: 3 clusters Score -672644.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -672693.437500 Penalty: 853.817627
	Iteration 10Q: 3 clusters Score -672693.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -672712.875000 Penalty: 853.817627
	Iteration 11Q: 3 clusters Score -672712.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -672724.500000 Penalty: 853.817627
	Iteration 12Q: 3 clusters Score -672724.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -672730.125000 Penalty: 853.817627
	Iteration 13Q: 3 clusters Score -672730.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -672733.000000 Penalty: 853.817627
	Iteration 14Q: 3 clusters Score -672733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -672736.312500 Penalty: 853.817627
	Iteration 15Q: 3 clusters Score -672736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -672740.750000 Penalty: 853.817627
	Iteration 16Q: 3 clusters Score -672740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -672746.625000 Penalty: 853.817627
	Iteration 17Q: 3 clusters Score -672746.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -672751.500000 Penalty: 853.817627
	Iteration 18Q: 3 clusters Score -672751.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -672754.125000 Penalty: 853.817627
	Iteration 19Q: 3 clusters Score -672754.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -672754.125000 Penalty: 853.817627
	Iteration 20F: 3 clusters Score -672754.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -15234.957031 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -15234.96 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 174 members 
Entering Unmasked Estep 
Score: -14855.691406 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -14855.69 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14964.790039 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -14964.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15017.513672 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -15017.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15041.598633 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -15041.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15059.472656 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -15059.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -15077.794922 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -15077.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15095.024414 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -15095.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15107.610352 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -15107.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15125.369141 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -15125.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -15136.587891 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -15136.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -15147.835938 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -15147.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -15158.074219 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -15158.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -15162.058594 Penalty: 532.550415
	Iteration 12Q: 3 clusters Score -15162.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -15164.299805 Penalty: 532.550415
	Iteration 13Q: 3 clusters Score -15164.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15169.535156 Penalty: 532.550415
	Iteration 14Q: 3 clusters Score -15169.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -15170.335938 Penalty: 532.550415
	Iteration 15Q: 3 clusters Score -15170.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -15170.335938 Penalty: 532.550415
	Iteration 16F: 3 clusters Score -15170.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -12743.800781 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -12743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12414.639648 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -12414.64 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12499.329102 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -12499.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12511.297852 Penalty: 506.371338
	Iteration 2Q: 3 clusters Score -12511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12513.670898 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -12513.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12514.794922 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -12514.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12518.494141 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -12518.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12525.882812 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -12525.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12530.055664 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -12530.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12532.143555 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -12532.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12532.568359 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -12532.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12535.412109 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -12535.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12537.962891 Penalty: 506.371338
	Iteration 11Q: 3 clusters Score -12537.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12538.764648 Penalty: 506.371338
	Iteration 12Q: 3 clusters Score -12538.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12539.860352 Penalty: 506.371338
	Iteration 13Q: 3 clusters Score -12539.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12540.787109 Penalty: 506.371338
	Iteration 14Q: 3 clusters Score -12540.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12541.362305 Penalty: 506.371338
	Iteration 15Q: 3 clusters Score -12541.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12541.800781 Penalty: 506.371338
	Iteration 16Q: 3 clusters Score -12541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12541.800781 Penalty: 506.371338
	Iteration 17F: 3 clusters Score -12541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Entering Unmasked Estep 
Score: -203864.843750 Penalty: 377.730530
	Iteration 0F: 2 clusters Score -203864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -201081.718750 Penalty: 755.461060
	Iteration 0F: 3 clusters Score -201081.7 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -202190.218750 Penalty: 755.461060
	Iteration 1F: 3 clusters Score -202190.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -202303.671875 Penalty: 755.461060
	Iteration 2F: 3 clusters Score -202303.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -202421.062500 Penalty: 755.461060
	Iteration 3F: 3 clusters Score -202421.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -202520.187500 Penalty: 755.461060
	Iteration 4Q: 3 clusters Score -202520.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -202592.078125 Penalty: 755.461060
	Iteration 5Q: 3 clusters Score -202592.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -202655.546875 Penalty: 755.461060
	Iteration 6Q: 3 clusters Score -202655.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -202717.156250 Penalty: 755.461060
	Iteration 7Q: 3 clusters Score -202717.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -202779.859375 Penalty: 755.461060
	Iteration 8Q: 3 clusters Score -202779.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -202859.937500 Penalty: 755.461060
	Iteration 9Q: 3 clusters Score -202859.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -202964.156250 Penalty: 755.461060
	Iteration 10Q: 3 clusters Score -202964.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -203062.578125 Penalty: 755.461060
	Iteration 11Q: 3 clusters Score -203062.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -203156.109375 Penalty: 755.461060
	Iteration 12Q: 3 clusters Score -203156.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -203233.671875 Penalty: 755.461060
	Iteration 13Q: 3 clusters Score -203233.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -203292.078125 Penalty: 755.461060
	Iteration 14Q: 3 clusters Score -203292.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -203340.671875 Penalty: 755.461060
	Iteration 15Q: 3 clusters Score -203340.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -203388.968750 Penalty: 755.461060
	Iteration 16Q: 3 clusters Score -203389 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -203426.421875 Penalty: 755.461060
	Iteration 17Q: 3 clusters Score -203426.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -203453.484375 Penalty: 755.461060
	Iteration 18Q: 3 clusters Score -203453.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -203469.015625 Penalty: 755.461060
	Iteration 19Q: 3 clusters Score -203469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -203486.421875 Penalty: 755.461060
	Iteration 20F: 3 clusters Score -203486.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -203501.453125 Penalty: 755.461060
	Iteration 21Q: 3 clusters Score -203501.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -203519.687500 Penalty: 755.461060
	Iteration 22Q: 3 clusters Score -203519.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -203529.843750 Penalty: 755.461060
	Iteration 23Q: 3 clusters Score -203529.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -203533.609375 Penalty: 755.461060
	Iteration 24Q: 3 clusters Score -203533.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -203539.515625 Penalty: 755.461060
	Iteration 25Q: 3 clusters Score -203539.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -203549.031250 Penalty: 755.461060
	Iteration 26Q: 3 clusters Score -203549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -203552.625000 Penalty: 755.461060
	Iteration 27Q: 3 clusters Score -203552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -203554.578125 Penalty: 755.461060
	Iteration 28Q: 3 clusters Score -203554.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -203556.390625 Penalty: 755.461060
	Iteration 29Q: 3 clusters Score -203556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -203557.906250 Penalty: 755.461060
	Iteration 30Q: 3 clusters Score -203557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -203559.593750 Penalty: 755.461060
	Iteration 31Q: 3 clusters Score -203559.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -203564.781250 Penalty: 755.461060
	Iteration 32Q: 3 clusters Score -203564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -203567.765625 Penalty: 755.461060
	Iteration 33Q: 3 clusters Score -203567.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -203571.375000 Penalty: 755.461060
	Iteration 34Q: 3 clusters Score -203571.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -203572.796875 Penalty: 755.461060
	Iteration 35Q: 3 clusters Score -203572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -203574.187500 Penalty: 755.461060
	Iteration 36Q: 3 clusters Score -203574.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -203576.328125 Penalty: 755.461060
	Iteration 37Q: 3 clusters Score -203576.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -203578.812500 Penalty: 755.461060
	Iteration 38Q: 3 clusters Score -203578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -203579.765625 Penalty: 755.461060
	Iteration 39Q: 3 clusters Score -203579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -203583.156250 Penalty: 755.461060
	Iteration 40F: 3 clusters Score -203583.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -203589.187500 Penalty: 755.461060
	Iteration 41Q: 3 clusters Score -203589.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -203589.859375 Penalty: 755.461060
	Iteration 42Q: 3 clusters Score -203589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -203591.703125 Penalty: 755.461060
	Iteration 43Q: 3 clusters Score -203591.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -203592.906250 Penalty: 755.461060
	Iteration 44Q: 3 clusters Score -203592.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -203592.906250 Penalty: 755.461060
	Iteration 45F: 3 clusters Score -203592.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -19121.699219 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -19121.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18706.083984 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -18706.08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18773.490234 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -18773.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18791.261719 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -18791.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18810.154297 Penalty: 542.451477
	Iteration 3F: 3 clusters Score -18810.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18827.785156 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -18827.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18838.058594 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -18838.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18845.816406 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -18845.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18851.021484 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -18851.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18861.695312 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -18861.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18868.148438 Penalty: 542.451477
	Iteration 9Q: 3 clusters Score -18868.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18874.369141 Penalty: 542.451477
	Iteration 10Q: 3 clusters Score -18874.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18878.660156 Penalty: 542.451477
	Iteration 11Q: 3 clusters Score -18878.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18879.412109 Penalty: 542.451477
	Iteration 12Q: 3 clusters Score -18879.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18880.603516 Penalty: 542.451477
	Iteration 13Q: 3 clusters Score -18880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18881.998047 Penalty: 542.451477
	Iteration 14Q: 3 clusters Score -18882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18883.166016 Penalty: 542.451477
	Iteration 15Q: 3 clusters Score -18883.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18889.197266 Penalty: 542.451477
	Iteration 16Q: 3 clusters Score -18889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18891.093750 Penalty: 542.451477
	Iteration 17Q: 3 clusters Score -18891.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18891.691406 Penalty: 542.451477
	Iteration 18Q: 3 clusters Score -18891.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18891.691406 Penalty: 542.451477
	Iteration 19F: 3 clusters Score -18891.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -37845.937500 Penalty: 306.207001
	Iteration 0F: 2 clusters Score -37845.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -37162.628906 Penalty: 612.414001
	Iteration 0F: 3 clusters Score -37162.63 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -37509.546875 Penalty: 612.414001
	Iteration 1F: 3 clusters Score -37509.55 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -37662.234375 Penalty: 612.414001
	Iteration 2F: 3 clusters Score -37662.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -37727.066406 Penalty: 612.414001
	Iteration 3F: 3 clusters Score -37727.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -37765.164062 Penalty: 612.414001
	Iteration 4Q: 3 clusters Score -37765.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -37781.148438 Penalty: 612.414001
	Iteration 5Q: 3 clusters Score -37781.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -37788.753906 Penalty: 612.414001
	Iteration 6Q: 3 clusters Score -37788.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -37794.125000 Penalty: 612.414001
	Iteration 7Q: 3 clusters Score -37794.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -37797.285156 Penalty: 612.414001
	Iteration 8Q: 3 clusters Score -37797.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -37800.343750 Penalty: 612.414001
	Iteration 9Q: 3 clusters Score -37800.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -37803.062500 Penalty: 612.414001
	Iteration 10Q: 3 clusters Score -37803.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -37808.699219 Penalty: 612.414001
	Iteration 11Q: 3 clusters Score -37808.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -37810.828125 Penalty: 612.414001
	Iteration 12Q: 3 clusters Score -37810.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -37812.121094 Penalty: 612.414001
	Iteration 13Q: 3 clusters Score -37812.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -37812.203125 Penalty: 612.414001
	Iteration 14Q: 3 clusters Score -37812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -37812.203125 Penalty: 612.414001
	Iteration 15F: 3 clusters Score -37812.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -126733.523438 Penalty: 352.692139
	Iteration 0F: 2 clusters Score -126733.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -125083.835938 Penalty: 705.384277
	Iteration 0F: 3 clusters Score -125083.8 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -125672.453125 Penalty: 705.384277
	Iteration 1F: 3 clusters Score -125672.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -125845.734375 Penalty: 705.384277
	Iteration 2F: 3 clusters Score -125845.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -126030.726562 Penalty: 705.384277
	Iteration 3F: 3 clusters Score -126030.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -126166.085938 Penalty: 705.384277
	Iteration 4F: 3 clusters Score -126166.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -126252.539062 Penalty: 705.384277
	Iteration 5Q: 3 clusters Score -126252.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -126298.195312 Penalty: 705.384277
	Iteration 6Q: 3 clusters Score -126298.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -126321.312500 Penalty: 705.384277
	Iteration 7Q: 3 clusters Score -126321.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -126335.578125 Penalty: 705.384277
	Iteration 8Q: 3 clusters Score -126335.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -126345.367188 Penalty: 705.384277
	Iteration 9Q: 3 clusters Score -126345.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -126352.171875 Penalty: 705.384277
	Iteration 10Q: 3 clusters Score -126352.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -126355.039062 Penalty: 705.384277
	Iteration 11Q: 3 clusters Score -126355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -126356.281250 Penalty: 705.384277
	Iteration 12Q: 3 clusters Score -126356.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -126358.140625 Penalty: 705.384277
	Iteration 13Q: 3 clusters Score -126358.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -126360.726562 Penalty: 705.384277
	Iteration 14Q: 3 clusters Score -126360.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -126362.820312 Penalty: 705.384277
	Iteration 15Q: 3 clusters Score -126362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -126363.757812 Penalty: 705.384277
	Iteration 16Q: 3 clusters Score -126363.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -126366.054688 Penalty: 705.384277
	Iteration 17Q: 3 clusters Score -126366.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -126366.890625 Penalty: 705.384277
	Iteration 18Q: 3 clusters Score -126366.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -126368.742188 Penalty: 705.384277
	Iteration 19Q: 3 clusters Score -126368.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -126370.031250 Penalty: 705.384277
	Iteration 20F: 3 clusters Score -126370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -126371.039062 Penalty: 705.384277
	Iteration 21Q: 3 clusters Score -126371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -126371.656250 Penalty: 705.384277
	Iteration 22Q: 3 clusters Score -126371.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -126372.859375 Penalty: 705.384277
	Iteration 23Q: 3 clusters Score -126372.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -126373.203125 Penalty: 705.384277
	Iteration 24Q: 3 clusters Score -126373.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -126373.867188 Penalty: 705.384277
	Iteration 25Q: 3 clusters Score -126373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -126376.281250 Penalty: 705.384277
	Iteration 26Q: 3 clusters Score -126376.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -126378.992188 Penalty: 705.384277
	Iteration 27Q: 3 clusters Score -126379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -126382.882812 Penalty: 705.384277
	Iteration 28Q: 3 clusters Score -126382.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -126386.476562 Penalty: 705.384277
	Iteration 29Q: 3 clusters Score -126386.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -126388.320312 Penalty: 705.384277
	Iteration 30Q: 3 clusters Score -126388.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -126391.570312 Penalty: 705.384277
	Iteration 31Q: 3 clusters Score -126391.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -126393.390625 Penalty: 705.384277
	Iteration 32Q: 3 clusters Score -126393.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -126395.070312 Penalty: 705.384277
	Iteration 33Q: 3 clusters Score -126395.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -126396.648438 Penalty: 705.384277
	Iteration 34Q: 3 clusters Score -126396.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126397.593750 Penalty: 705.384277
	Iteration 35Q: 3 clusters Score -126397.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126397.992188 Penalty: 705.384277
	Iteration 36Q: 3 clusters Score -126398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -126398.390625 Penalty: 705.384277
	Iteration 37Q: 3 clusters Score -126398.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -126398.570312 Penalty: 705.384277
	Iteration 38Q: 3 clusters Score -126398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -126398.570312 Penalty: 705.384277
	Iteration 39F: 3 clusters Score -126398.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -17745.845703 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -17745.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17319.720703 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -17319.72 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17426.939453 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -17426.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -17452.859375 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -17452.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17481.591797 Penalty: 546.802002
	Iteration 3F: 3 clusters Score -17481.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17503.216797 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -17503.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17518.105469 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -17518.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17544.326172 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -17544.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17568.941406 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -17568.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -17587.908203 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -17587.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17594.824219 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -17594.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -17600.902344 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -17600.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17605.367188 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -17605.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -17608.562500 Penalty: 546.802002
	Iteration 12Q: 3 clusters Score -17608.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17612.205078 Penalty: 546.802002
	Iteration 13Q: 3 clusters Score -17612.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17619.523438 Penalty: 546.802002
	Iteration 14Q: 3 clusters Score -17619.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -17625.519531 Penalty: 546.802002
	Iteration 15Q: 3 clusters Score -17625.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17636.017578 Penalty: 546.802002
	Iteration 16Q: 3 clusters Score -17636.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -17655.853516 Penalty: 546.802002
	Iteration 17Q: 3 clusters Score -17655.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17672.197266 Penalty: 546.802002
	Iteration 18Q: 3 clusters Score -17672.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17685.488281 Penalty: 546.802002
	Iteration 19Q: 3 clusters Score -17685.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17703.609375 Penalty: 546.802002
	Iteration 20F: 3 clusters Score -17703.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17719.332031 Penalty: 546.802002
	Iteration 21Q: 3 clusters Score -17719.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17728.298828 Penalty: 546.802002
	Iteration 22Q: 3 clusters Score -17728.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17738.025391 Penalty: 546.802002
	Iteration 23Q: 3 clusters Score -17738.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17747.019531 Penalty: 546.802002
	Iteration 24Q: 3 clusters Score -17747.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17757.687500 Penalty: 546.802002
	Iteration 25Q: 3 clusters Score -17757.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17761.611328 Penalty: 546.802002
	Iteration 26Q: 3 clusters Score -17761.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17761.611328 Penalty: 546.802002
	Iteration 27F: 3 clusters Score -17761.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 51766 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 14215 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47160 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 11880 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 77024 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 297443 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 199 members 
Entering Unmasked Estep 
Score: -27469900.000000 Penalty: 22205.326172
Splitting cluster 21 changes total score from -27470294.000000 to -27469900.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -5895.251953 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -5895.252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5666.637695 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -5666.638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5715.963379 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -5715.963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5722.529297 Penalty: 439.376556
	Iteration 2Q: 3 clusters Score -5722.529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5723.754883 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -5723.755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5723.754883 Penalty: 439.376556
	Iteration 4F: 3 clusters Score -5723.755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -25657.173828 Penalty: 284.109589
	Iteration 0F: 2 clusters Score -25657.17 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 262 members 
Entering Unmasked Estep 
Score: -25136.119141 Penalty: 568.219177
	Iteration 0F: 3 clusters Score -25136.12 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25259.689453 Penalty: 568.219177
	Iteration 1F: 3 clusters Score -25259.69 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25333.345703 Penalty: 568.219177
	Iteration 2F: 3 clusters Score -25333.35 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25385.091797 Penalty: 568.219177
	Iteration 3F: 3 clusters Score -25385.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25414.736328 Penalty: 568.219177
	Iteration 4F: 3 clusters Score -25414.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25435.806641 Penalty: 568.219177
	Iteration 5Q: 3 clusters Score -25435.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25449.119141 Penalty: 568.219177
	Iteration 6Q: 3 clusters Score -25449.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25459.531250 Penalty: 568.219177
	Iteration 7Q: 3 clusters Score -25459.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25461.341797 Penalty: 568.219177
	Iteration 8Q: 3 clusters Score -25461.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25461.890625 Penalty: 568.219177
	Iteration 9Q: 3 clusters Score -25461.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25464.126953 Penalty: 568.219177
	Iteration 10Q: 3 clusters Score -25464.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25464.126953 Penalty: 568.219177
	Iteration 11F: 3 clusters Score -25464.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -23793.042969 Penalty: 278.473541
	Iteration 0F: 2 clusters Score -23793.04 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 208 members 
Entering Unmasked Estep 
Score: -23347.585938 Penalty: 556.947083
	Iteration 0F: 3 clusters Score -23347.59 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23576.599609 Penalty: 556.947083
	Iteration 1F: 3 clusters Score -23576.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23645.892578 Penalty: 556.947083
	Iteration 2F: 3 clusters Score -23645.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23687.337891 Penalty: 556.947083
	Iteration 3F: 3 clusters Score -23687.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23722.613281 Penalty: 556.947083
	Iteration 4F: 3 clusters Score -23722.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -23750.121094 Penalty: 556.947083
	Iteration 5Q: 3 clusters Score -23750.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -23772.404297 Penalty: 556.947083
	Iteration 6Q: 3 clusters Score -23772.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -23782.611328 Penalty: 556.947083
	Iteration 7Q: 3 clusters Score -23782.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -23790.326172 Penalty: 556.947083
	Iteration 8Q: 3 clusters Score -23790.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -23792.142578 Penalty: 556.947083
	Iteration 9Q: 3 clusters Score -23792.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -23793.851562 Penalty: 556.947083
	Iteration 10F: 3 clusters Score -23793.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -23800.291016 Penalty: 556.947083
	Iteration 11Q: 3 clusters Score -23800.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -23801.529297 Penalty: 556.947083
	Iteration 12Q: 3 clusters Score -23801.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -23805.013672 Penalty: 556.947083
	Iteration 13Q: 3 clusters Score -23805.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -23805.367188 Penalty: 556.947083
	Iteration 14Q: 3 clusters Score -23805.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -23805.367188 Penalty: 556.947083
	Iteration 15F: 3 clusters Score -23805.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 51766 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 14215 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47160 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 11880 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 77024 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 297443 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 73 members 
Entering Unmasked Estep 
Score: -27469886.000000 Penalty: 22205.326172
Splitting cluster 24 changes total score from -27470294.000000 to -27469886.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (77024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Entering Unmasked Estep 
Score: -4170275.000000 Penalty: 511.960175
	Iteration 0F: 2 clusters Score -4170275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -4118363.250000 Penalty: 1023.920349
	Iteration 0F: 3 clusters Score -4118363 nChanged 37523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -4141628.500000 Penalty: 1023.920349
	Iteration 1F: 3 clusters Score -4141628 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -4143421.500000 Penalty: 1023.920349
	Iteration 2Q: 3 clusters Score -4143422 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -4145863.500000 Penalty: 1023.920349
	Iteration 3F: 3 clusters Score -4145864 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -4149033.750000 Penalty: 1023.920349
	Iteration 4F: 3 clusters Score -4149034 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -4152669.000000 Penalty: 1023.920349
	Iteration 5F: 3 clusters Score -4152669 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -4156223.000000 Penalty: 1023.920349
	Iteration 6F: 3 clusters Score -4156223 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -4158932.750000 Penalty: 1023.920349
	Iteration 7F: 3 clusters Score -4158933 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -4160502.250000 Penalty: 1023.920349
	Iteration 8Q: 3 clusters Score -4160502 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -4161277.500000 Penalty: 1023.920349
	Iteration 9Q: 3 clusters Score -4161278 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -4161820.250000 Penalty: 1023.920349
	Iteration 10Q: 3 clusters Score -4161820 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -4162278.750000 Penalty: 1023.920349
	Iteration 11Q: 3 clusters Score -4162279 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -4162825.000000 Penalty: 1023.920349
	Iteration 12Q: 3 clusters Score -4162825 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
Score: -4163427.000000 Penalty: 1023.920349
	Iteration 13Q: 3 clusters Score -4163427 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -4164111.500000 Penalty: 1023.920349
	Iteration 14Q: 3 clusters Score -4164112 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
Score: -4164826.250000 Penalty: 1023.920349
	Iteration 15Q: 3 clusters Score -4164826 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -4165492.250000 Penalty: 1023.920349
	Iteration 16Q: 3 clusters Score -4165492 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -4166071.500000 Penalty: 1023.920349
	Iteration 17Q: 3 clusters Score -4166072 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -4166599.750000 Penalty: 1023.920349
	Iteration 18Q: 3 clusters Score -4166600 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 62196 members 
Entering Unmasked Estep 
Score: -4167028.000000 Penalty: 1023.920349
	Iteration 19Q: 3 clusters Score -4167028 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -4167367.750000 Penalty: 1023.920349
	Iteration 20F: 3 clusters Score -4167368 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -4167673.500000 Penalty: 1023.920349
	Iteration 21Q: 3 clusters Score -4167674 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 63986 members 
Entering Unmasked Estep 
Score: -4167887.500000 Penalty: 1023.920349
	Iteration 22Q: 3 clusters Score -4167888 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -4168084.500000 Penalty: 1023.920349
	Iteration 23Q: 3 clusters Score -4168084 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
Score: -4168238.750000 Penalty: 1023.920349
	Iteration 24Q: 3 clusters Score -4168239 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -4168367.500000 Penalty: 1023.920349
	Iteration 25Q: 3 clusters Score -4168368 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -4168470.000000 Penalty: 1023.920349
	Iteration 26Q: 3 clusters Score -4168470 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -4168556.250000 Penalty: 1023.920349
	Iteration 27Q: 3 clusters Score -4168556 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -4168639.250000 Penalty: 1023.920349
	Iteration 28Q: 3 clusters Score -4168639 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -4168724.250000 Penalty: 1023.920349
	Iteration 29Q: 3 clusters Score -4168724 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -4168797.000000 Penalty: 1023.920349
	Iteration 30Q: 3 clusters Score -4168797 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -4168861.250000 Penalty: 1023.920349
	Iteration 31Q: 3 clusters Score -4168861 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -4168904.000000 Penalty: 1023.920349
	Iteration 32Q: 3 clusters Score -4168904 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 67819 members 
Entering Unmasked Estep 
Score: -4168941.250000 Penalty: 1023.920349
	Iteration 33Q: 3 clusters Score -4168941 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -4168989.500000 Penalty: 1023.920349
	Iteration 34Q: 3 clusters Score -4168990 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -4169034.750000 Penalty: 1023.920349
	Iteration 35Q: 3 clusters Score -4169035 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -4169096.500000 Penalty: 1023.920349
	Iteration 36Q: 3 clusters Score -4169096 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
Score: -4169124.000000 Penalty: 1023.920349
	Iteration 37Q: 3 clusters Score -4169124 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 69050 members 
Entering Unmasked Estep 
Score: -4169179.250000 Penalty: 1023.920349
	Iteration 38Q: 3 clusters Score -4169179 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -4169211.500000 Penalty: 1023.920349
	Iteration 39Q: 3 clusters Score -4169212 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -4169222.250000 Penalty: 1023.920349
	Iteration 40F: 3 clusters Score -4169222 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -4169228.500000 Penalty: 1023.920349
	Iteration 41Q: 3 clusters Score -4169228 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -4169244.250000 Penalty: 1023.920349
	Iteration 42Q: 3 clusters Score -4169244 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 69865 members 
Entering Unmasked Estep 
Score: -4169268.750000 Penalty: 1023.920349
	Iteration 43Q: 3 clusters Score -4169269 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -4169296.250000 Penalty: 1023.920349
	Iteration 44Q: 3 clusters Score -4169296 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 70189 members 
Entering Unmasked Estep 
Score: -4169313.500000 Penalty: 1023.920349
	Iteration 45Q: 3 clusters Score -4169314 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -4169326.000000 Penalty: 1023.920349
	Iteration 46Q: 3 clusters Score -4169326 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 70505 members 
Entering Unmasked Estep 
Score: -4169352.500000 Penalty: 1023.920349
	Iteration 47Q: 3 clusters Score -4169352 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -4169368.000000 Penalty: 1023.920349
	Iteration 48Q: 3 clusters Score -4169368 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 70754 members 
Entering Unmasked Estep 
Score: -4169376.500000 Penalty: 1023.920349
	Iteration 49Q: 3 clusters Score -4169376 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
Score: -4169399.250000 Penalty: 1023.920349
	Iteration 50Q: 3 clusters Score -4169399 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -4169391.000000 Penalty: 1023.920349
	Iteration 51Q: 3 clusters Score -4169391 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 71091 members 
Entering Unmasked Estep 
Score: -4169392.500000 Penalty: 1023.920349
	Iteration 52Q: 3 clusters Score -4169392 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -4169392.000000 Penalty: 1023.920349
	Iteration 53Q: 3 clusters Score -4169392 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 71280 members 
Entering Unmasked Estep 
Score: -4169410.250000 Penalty: 1023.920349
	Iteration 54Q: 3 clusters Score -4169410 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 71374 members 
Entering Unmasked Estep 
Score: -4169432.750000 Penalty: 1023.920349
	Iteration 55Q: 3 clusters Score -4169433 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 71468 members 
Entering Unmasked Estep 
Score: -4169443.500000 Penalty: 1023.920349
	Iteration 56Q: 3 clusters Score -4169444 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -4169451.000000 Penalty: 1023.920349
	Iteration 57Q: 3 clusters Score -4169451 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -4169456.000000 Penalty: 1023.920349
	Iteration 58Q: 3 clusters Score -4169456 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -4169475.000000 Penalty: 1023.920349
	Iteration 59Q: 3 clusters Score -4169475 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 71825 members 
Entering Unmasked Estep 
Score: -4169474.250000 Penalty: 1023.920349
	Iteration 60F: 3 clusters Score -4169474 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 71904 members 
Entering Unmasked Estep 
Score: -4169485.500000 Penalty: 1023.920349
	Iteration 61Q: 3 clusters Score -4169486 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -4169485.250000 Penalty: 1023.920349
	Iteration 62Q: 3 clusters Score -4169485 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -4169494.250000 Penalty: 1023.920349
	Iteration 63Q: 3 clusters Score -4169494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 72119 members 
Entering Unmasked Estep 
Score: -4169496.750000 Penalty: 1023.920349
	Iteration 64Q: 3 clusters Score -4169497 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -4169496.750000 Penalty: 1023.920349
	Iteration 65Q: 3 clusters Score -4169497 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -4169509.250000 Penalty: 1023.920349
	Iteration 66Q: 3 clusters Score -4169509 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -4169515.500000 Penalty: 1023.920349
	Iteration 67Q: 3 clusters Score -4169516 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -4169531.000000 Penalty: 1023.920349
	Iteration 68Q: 3 clusters Score -4169531 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 72474 members 
Entering Unmasked Estep 
Score: -4169547.500000 Penalty: 1023.920349
	Iteration 69Q: 3 clusters Score -4169548 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 72541 members 
Entering Unmasked Estep 
Score: -4169549.000000 Penalty: 1023.920349
	Iteration 70Q: 3 clusters Score -4169549 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 72600 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4169549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4169550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -4169560.750000 Penalty: 1023.920349
	Iteration 73Q: 3 clusters Score -4169561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 72757 members 
Entering Unmasked Estep 
Score: -4169560.000000 Penalty: 1023.920349
	Iteration 74Q: 3 clusters Score -4169560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 72801 members 
Entering Unmasked Estep 
Score: -4169565.250000 Penalty: 1023.920349
	Iteration 75Q: 3 clusters Score -4169565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -4169574.250000 Penalty: 1023.920349
	Iteration 76Q: 3 clusters Score -4169574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -4169570.750000 Penalty: 1023.920349
	Iteration 77Q: 3 clusters Score -4169571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 72914 members 
Entering Unmasked Estep 
Score: -4169567.250000 Penalty: 1023.920349
	Iteration 78Q: 3 clusters Score -4169567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4169572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 72973 members 
Entering Unmasked Estep 
Score: -4169564.750000 Penalty: 1023.920349
	Iteration 80F: 3 clusters Score -4169565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -4169572.500000 Penalty: 1023.920349
	Iteration 81Q: 3 clusters Score -4169572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 73032 members 
Entering Unmasked Estep 
Score: -4169572.500000 Penalty: 1023.920349
	Iteration 82Q: 3 clusters Score -4169572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 73067 members 
Entering Unmasked Estep 
Score: -4169575.750000 Penalty: 1023.920349
	Iteration 83Q: 3 clusters Score -4169576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 73111 members 
Entering Unmasked Estep 
Score: -4169577.500000 Penalty: 1023.920349
	Iteration 84Q: 3 clusters Score -4169578 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 73157 members 
Entering Unmasked Estep 
Score: -4169581.250000 Penalty: 1023.920349
	Iteration 85Q: 3 clusters Score -4169581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 73199 members 
Entering Unmasked Estep 
Score: -4169586.250000 Penalty: 1023.920349
	Iteration 86Q: 3 clusters Score -4169586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -4169588.750000 Penalty: 1023.920349
	Iteration 87Q: 3 clusters Score -4169589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 73282 members 
Entering Unmasked Estep 
Score: -4169599.000000 Penalty: 1023.920349
	Iteration 88Q: 3 clusters Score -4169599 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 73323 members 
Entering Unmasked Estep 
Score: -4169591.250000 Penalty: 1023.920349
	Iteration 89Q: 3 clusters Score -4169591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 73357 members 
Entering Unmasked Estep 
Score: -4169603.750000 Penalty: 1023.920349
	Iteration 90Q: 3 clusters Score -4169604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
Score: -4169601.000000 Penalty: 1023.920349
	Iteration 91Q: 3 clusters Score -4169601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 73431 members 
Entering Unmasked Estep 
Score: -4169605.250000 Penalty: 1023.920349
	Iteration 92Q: 3 clusters Score -4169605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 73467 members 
Entering Unmasked Estep 
Score: -4169605.500000 Penalty: 1023.920349
	Iteration 93Q: 3 clusters Score -4169606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 73497 members 
Entering Unmasked Estep 
Score: -4169613.750000 Penalty: 1023.920349
	Iteration 94Q: 3 clusters Score -4169614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 73529 members 
Entering Unmasked Estep 
Score: -4169625.500000 Penalty: 1023.920349
	Iteration 95Q: 3 clusters Score -4169626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 73564 members 
Entering Unmasked Estep 
Score: -4169624.500000 Penalty: 1023.920349
	Iteration 96Q: 3 clusters Score -4169624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -4169637.750000 Penalty: 1023.920349
	Iteration 97Q: 3 clusters Score -4169638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 73644 members 
Entering Unmasked Estep 
Score: -4169640.000000 Penalty: 1023.920349
	Iteration 98Q: 3 clusters Score -4169640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -4169644.000000 Penalty: 1023.920349
	Iteration 99Q: 3 clusters Score -4169644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 73742 members 
Entering Unmasked Estep 
Score: -4169650.250000 Penalty: 1023.920349
	Iteration 100F: 3 clusters Score -4169650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -4169655.000000 Penalty: 1023.920349
	Iteration 101Q: 3 clusters Score -4169655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 73819 members 
Entering Unmasked Estep 
Score: -4169653.500000 Penalty: 1023.920349
	Iteration 102Q: 3 clusters Score -4169654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 73859 members 
Entering Unmasked Estep 
Score: -4169652.250000 Penalty: 1023.920349
	Iteration 103Q: 3 clusters Score -4169652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 73891 members 
Entering Unmasked Estep 
Score: -4169656.750000 Penalty: 1023.920349
	Iteration 104Q: 3 clusters Score -4169657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -4169647.250000 Penalty: 1023.920349
	Iteration 105Q: 3 clusters Score -4169647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 73933 members 
Entering Unmasked Estep 
Score: -4169647.500000 Penalty: 1023.920349
	Iteration 106Q: 3 clusters Score -4169648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 73956 members 
Entering Unmasked Estep 
Score: -4169646.250000 Penalty: 1023.920349
	Iteration 107Q: 3 clusters Score -4169646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -4169643.500000 Penalty: 1023.920349
	Iteration 108Q: 3 clusters Score -4169644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 74012 members 
Entering Unmasked Estep 
Score: -4169639.750000 Penalty: 1023.920349
	Iteration 109Q: 3 clusters Score -4169640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -4169653.750000 Penalty: 1023.920349
	Iteration 110Q: 3 clusters Score -4169654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 74075 members 
Entering Unmasked Estep 
Score: -4169659.250000 Penalty: 1023.920349
	Iteration 111Q: 3 clusters Score -4169659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -4169662.250000 Penalty: 1023.920349
	Iteration 112Q: 3 clusters Score -4169662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 74141 members 
Entering Unmasked Estep 
Score: -4169676.250000 Penalty: 1023.920349
	Iteration 113Q: 3 clusters Score -4169676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 74167 members 
Entering Unmasked Estep 
Score: -4169684.000000 Penalty: 1023.920349
	Iteration 114Q: 3 clusters Score -4169684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 74197 members 
Entering Unmasked Estep 
Score: -4169688.000000 Penalty: 1023.920349
	Iteration 115Q: 3 clusters Score -4169688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 74227 members 
Entering Unmasked Estep 
Score: -4169679.250000 Penalty: 1023.920349
	Iteration 116Q: 3 clusters Score -4169679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 74259 members 
Entering Unmasked Estep 
Score: -4169689.500000 Penalty: 1023.920349
	Iteration 117Q: 3 clusters Score -4169690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -4169690.250000 Penalty: 1023.920349
	Iteration 118Q: 3 clusters Score -4169690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 74310 members 
Entering Unmasked Estep 
Score: -4169686.750000 Penalty: 1023.920349
	Iteration 119Q: 3 clusters Score -4169687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -4169686.000000 Penalty: 1023.920349
	Iteration 120F: 3 clusters Score -4169686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 74366 members 
Entering Unmasked Estep 
Score: -4169682.750000 Penalty: 1023.920349
	Iteration 121Q: 3 clusters Score -4169683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -4169688.750000 Penalty: 1023.920349
	Iteration 122Q: 3 clusters Score -4169689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 74427 members 
Entering Unmasked Estep 
Score: -4169694.250000 Penalty: 1023.920349
	Iteration 123Q: 3 clusters Score -4169694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 74451 members 
Entering Unmasked Estep 
Score: -4169700.750000 Penalty: 1023.920349
	Iteration 124Q: 3 clusters Score -4169701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 74477 members 
Entering Unmasked Estep 
Score: -4169697.750000 Penalty: 1023.920349
	Iteration 125Q: 3 clusters Score -4169698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -4169702.000000 Penalty: 1023.920349
	Iteration 126Q: 3 clusters Score -4169702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -4169710.000000 Penalty: 1023.920349
	Iteration 127Q: 3 clusters Score -4169710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -4169716.000000 Penalty: 1023.920349
	Iteration 128Q: 3 clusters Score -4169716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 74570 members 
Entering Unmasked Estep 
Score: -4169721.250000 Penalty: 1023.920349
	Iteration 129Q: 3 clusters Score -4169721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 74587 members 
Entering Unmasked Estep 
Score: -4169727.750000 Penalty: 1023.920349
	Iteration 130Q: 3 clusters Score -4169728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 74608 members 
Entering Unmasked Estep 
Score: -4169726.250000 Penalty: 1023.920349
	Iteration 131Q: 3 clusters Score -4169726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
Score: -4169729.250000 Penalty: 1023.920349
	Iteration 132Q: 3 clusters Score -4169729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -4169731.250000 Penalty: 1023.920349
	Iteration 133Q: 3 clusters Score -4169731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 74669 members 
Entering Unmasked Estep 
Score: -4169738.500000 Penalty: 1023.920349
	Iteration 134Q: 3 clusters Score -4169738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -4169747.000000 Penalty: 1023.920349
	Iteration 135Q: 3 clusters Score -4169747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 74713 members 
Entering Unmasked Estep 
Score: -4169746.500000 Penalty: 1023.920349
	Iteration 136Q: 3 clusters Score -4169746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 74739 members 
Entering Unmasked Estep 
Score: -4169748.500000 Penalty: 1023.920349
	Iteration 137Q: 3 clusters Score -4169748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -4169757.750000 Penalty: 1023.920349
	Iteration 138Q: 3 clusters Score -4169758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -4169756.750000 Penalty: 1023.920349
	Iteration 139Q: 3 clusters Score -4169757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 74817 members 
Entering Unmasked Estep 
Score: -4169763.250000 Penalty: 1023.920349
	Iteration 140F: 3 clusters Score -4169763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 74838 members 
Entering Unmasked Estep 
Score: -4169772.500000 Penalty: 1023.920349
	Iteration 141Q: 3 clusters Score -4169772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 74858 members 
Entering Unmasked Estep 
Score: -4169772.500000 Penalty: 1023.920349
	Iteration 142Q: 3 clusters Score -4169772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 74879 members 
Entering Unmasked Estep 
Score: -4169774.250000 Penalty: 1023.920349
	Iteration 143Q: 3 clusters Score -4169774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 74902 members 
Entering Unmasked Estep 
Score: -4169766.750000 Penalty: 1023.920349
	Iteration 144Q: 3 clusters Score -4169767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 74925 members 
Entering Unmasked Estep 
Score: -4169766.500000 Penalty: 1023.920349
	Iteration 145Q: 3 clusters Score -4169766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -4169768.750000 Penalty: 1023.920349
	Iteration 146Q: 3 clusters Score -4169769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 74996 members 
Entering Unmasked Estep 
Score: -4169781.750000 Penalty: 1023.920349
	Iteration 147Q: 3 clusters Score -4169782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 75022 members 
Entering Unmasked Estep 
Score: -4169778.000000 Penalty: 1023.920349
	Iteration 148Q: 3 clusters Score -4169778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 75045 members 
Entering Unmasked Estep 
Score: -4169775.250000 Penalty: 1023.920349
	Iteration 149Q: 3 clusters Score -4169775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 75072 members 
Entering Unmasked Estep 
Score: -4169778.250000 Penalty: 1023.920349
	Iteration 150Q: 3 clusters Score -4169778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 75095 members 
Entering Unmasked Estep 
Score: -4169789.750000 Penalty: 1023.920349
	Iteration 151Q: 3 clusters Score -4169790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 75115 members 
Entering Unmasked Estep 
Score: -4169783.750000 Penalty: 1023.920349
	Iteration 152Q: 3 clusters Score -4169784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -4169778.000000 Penalty: 1023.920349
	Iteration 153Q: 3 clusters Score -4169778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 75148 members 
Entering Unmasked Estep 
Score: -4169781.750000 Penalty: 1023.920349
	Iteration 154Q: 3 clusters Score -4169782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -4169782.750000 Penalty: 1023.920349
	Iteration 155Q: 3 clusters Score -4169783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -4169784.500000 Penalty: 1023.920349
	Iteration 156Q: 3 clusters Score -4169784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -4169790.000000 Penalty: 1023.920349
	Iteration 157Q: 3 clusters Score -4169790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 75212 members 
Entering Unmasked Estep 
Score: -4169789.000000 Penalty: 1023.920349
	Iteration 158Q: 3 clusters Score -4169789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -4169800.000000 Penalty: 1023.920349
	Iteration 159Q: 3 clusters Score -4169800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -4169799.500000 Penalty: 1023.920349
	Iteration 160F: 3 clusters Score -4169800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 75292 members 
Entering Unmasked Estep 
Score: -4169798.250000 Penalty: 1023.920349
	Iteration 161Q: 3 clusters Score -4169798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -4169799.250000 Penalty: 1023.920349
	Iteration 162Q: 3 clusters Score -4169799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
Score: -4169808.000000 Penalty: 1023.920349
	Iteration 163Q: 3 clusters Score -4169808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
Score: -4169805.500000 Penalty: 1023.920349
	Iteration 164Q: 3 clusters Score -4169806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 75366 members 
Entering Unmasked Estep 
Score: -4169809.750000 Penalty: 1023.920349
	Iteration 165Q: 3 clusters Score -4169810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -4169813.000000 Penalty: 1023.920349
	Iteration 166Q: 3 clusters Score -4169813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
Score: -4169827.500000 Penalty: 1023.920349
	Iteration 167Q: 3 clusters Score -4169828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -4169822.500000 Penalty: 1023.920349
	Iteration 168Q: 3 clusters Score -4169822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -4169822.000000 Penalty: 1023.920349
	Iteration 169Q: 3 clusters Score -4169822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 75433 members 
Entering Unmasked Estep 
Score: -4169821.250000 Penalty: 1023.920349
	Iteration 170Q: 3 clusters Score -4169821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 75447 members 
Entering Unmasked Estep 
Score: -4169818.000000 Penalty: 1023.920349
	Iteration 171Q: 3 clusters Score -4169818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 75469 members 
Entering Unmasked Estep 
Score: -4169824.500000 Penalty: 1023.920349
	Iteration 172Q: 3 clusters Score -4169824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -4169828.250000 Penalty: 1023.920349
	Iteration 173Q: 3 clusters Score -4169828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -4169837.250000 Penalty: 1023.920349
	Iteration 174Q: 3 clusters Score -4169837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 75546 members 
Entering Unmasked Estep 
Score: -4169840.500000 Penalty: 1023.920349
	Iteration 175Q: 3 clusters Score -4169840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 75565 members 
Entering Unmasked Estep 
Score: -4169839.250000 Penalty: 1023.920349
	Iteration 176Q: 3 clusters Score -4169839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -4169842.250000 Penalty: 1023.920349
	Iteration 177Q: 3 clusters Score -4169842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -4169845.500000 Penalty: 1023.920349
	Iteration 178Q: 3 clusters Score -4169846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 75575 members 
Entering Unmasked Estep 
Score: -4169845.750000 Penalty: 1023.920349
	Iteration 179Q: 3 clusters Score -4169846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -4169844.250000 Penalty: 1023.920349
	Iteration 180F: 3 clusters Score -4169844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 75581 members 
Entering Unmasked Estep 
Score: -4169842.250000 Penalty: 1023.920349
	Iteration 181Q: 3 clusters Score -4169842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -4169844.000000 Penalty: 1023.920349
	Iteration 182Q: 3 clusters Score -4169844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -4169842.750000 Penalty: 1023.920349
	Iteration 183Q: 3 clusters Score -4169843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -4169842.750000 Penalty: 1023.920349
	Iteration 184F: 3 clusters Score -4169843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -45147.945312 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -45147.95 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 442 members 
Entering Unmasked Estep 
Score: -44422.917969 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -44422.92 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -44722.902344 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -44722.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44821.917969 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -44821.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -44885.281250 Penalty: 618.307373
	Iteration 3F: 3 clusters Score -44885.28 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44938.742188 Penalty: 618.307373
	Iteration 4F: 3 clusters Score -44938.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44961.378906 Penalty: 618.307373
	Iteration 5Q: 3 clusters Score -44961.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44972.402344 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -44972.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44981.953125 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -44981.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44986.488281 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -44986.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44994.769531 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -44994.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45001.546875 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -45001.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45006.773438 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -45006.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45009.468750 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -45009.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45011.667969 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -45011.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45012.378906 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -45012.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45012.867188 Penalty: 618.307373
	Iteration 15Q: 3 clusters Score -45012.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45013.074219 Penalty: 618.307373
	Iteration 16Q: 3 clusters Score -45013.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45013.500000 Penalty: 618.307373
	Iteration 17Q: 3 clusters Score -45013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45013.500000 Penalty: 618.307373
	Iteration 18F: 3 clusters Score -45013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -5429.292480 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -5429.292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5229.440918 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -5229.441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5298.165039 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -5298.165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5310.362793 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -5310.363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5312.988281 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -5312.988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5312.988281 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -5312.988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -14015.135742 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -14015.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13653.470703 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -13653.47 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13726.586914 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -13726.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13765.961914 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -13765.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13795.796875 Penalty: 524.060059
	Iteration 3F: 3 clusters Score -13795.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13816.951172 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -13816.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13829.464844 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -13829.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13831.605469 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -13831.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13834.679688 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -13834.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13834.679688 Penalty: 524.060059
	Iteration 8F: 3 clusters Score -13834.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -6019.330078 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -6019.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5792.741211 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -5792.741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5826.945801 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -5826.946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5834.090820 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -5834.091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5839.080566 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -5839.081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5839.080566 Penalty: 440.101654
	Iteration 4F: 3 clusters Score -5839.081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -24109.074219 Penalty: 286.852417
	Iteration 0F: 2 clusters Score -24109.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23617.871094 Penalty: 573.704834
	Iteration 0F: 3 clusters Score -23617.87 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23777.087891 Penalty: 573.704834
	Iteration 1F: 3 clusters Score -23777.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23837.111328 Penalty: 573.704834
	Iteration 2F: 3 clusters Score -23837.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23903.642578 Penalty: 573.704834
	Iteration 3F: 3 clusters Score -23903.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23960.388672 Penalty: 573.704834
	Iteration 4F: 3 clusters Score -23960.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24007.451172 Penalty: 573.704834
	Iteration 5F: 3 clusters Score -24007.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24058.433594 Penalty: 573.704834
	Iteration 6F: 3 clusters Score -24058.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24106.513672 Penalty: 573.704834
	Iteration 7Q: 3 clusters Score -24106.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24141.507812 Penalty: 573.704834
	Iteration 8Q: 3 clusters Score -24141.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24162.066406 Penalty: 573.704834
	Iteration 9Q: 3 clusters Score -24162.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24173.330078 Penalty: 573.704834
	Iteration 10Q: 3 clusters Score -24173.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24176.730469 Penalty: 573.704834
	Iteration 11Q: 3 clusters Score -24176.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24179.875000 Penalty: 573.704834
	Iteration 12Q: 3 clusters Score -24179.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24183.890625 Penalty: 573.704834
	Iteration 13Q: 3 clusters Score -24183.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24190.376953 Penalty: 573.704834
	Iteration 14Q: 3 clusters Score -24190.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24196.275391 Penalty: 573.704834
	Iteration 15Q: 3 clusters Score -24196.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -24200.796875 Penalty: 573.704834
	Iteration 16Q: 3 clusters Score -24200.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24203.144531 Penalty: 573.704834
	Iteration 17Q: 3 clusters Score -24203.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24204.257812 Penalty: 573.704834
	Iteration 18Q: 3 clusters Score -24204.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24204.822266 Penalty: 573.704834
	Iteration 19Q: 3 clusters Score -24204.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24204.931641 Penalty: 573.704834
	Iteration 20F: 3 clusters Score -24204.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 51766 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 14215 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47160 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 11880 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 77024 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 248 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 297443 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 299 members 
Entering Unmasked Estep 
Score: -27470002.000000 Penalty: 22205.326172
Splitting cluster 30 changes total score from -27470294.000000 to -27470002.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -58235.347656 Penalty: 320.622437
	Iteration 0F: 2 clusters Score -58235.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -57354.863281 Penalty: 641.244873
	Iteration 0F: 3 clusters Score -57354.86 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -57675.593750 Penalty: 641.244873
	Iteration 1F: 3 clusters Score -57675.59 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -57793.117188 Penalty: 641.244873
	Iteration 2F: 3 clusters Score -57793.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -57869.261719 Penalty: 641.244873
	Iteration 3F: 3 clusters Score -57869.26 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -57916.937500 Penalty: 641.244873
	Iteration 4F: 3 clusters Score -57916.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -57936.078125 Penalty: 641.244873
	Iteration 5Q: 3 clusters Score -57936.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -57945.871094 Penalty: 641.244873
	Iteration 6Q: 3 clusters Score -57945.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -57956.636719 Penalty: 641.244873
	Iteration 7Q: 3 clusters Score -57956.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -57967.683594 Penalty: 641.244873
	Iteration 8Q: 3 clusters Score -57967.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -57975.566406 Penalty: 641.244873
	Iteration 9Q: 3 clusters Score -57975.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -57979.507812 Penalty: 641.244873
	Iteration 10Q: 3 clusters Score -57979.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -57983.058594 Penalty: 641.244873
	Iteration 11Q: 3 clusters Score -57983.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -57984.894531 Penalty: 641.244873
	Iteration 12Q: 3 clusters Score -57984.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -57985.988281 Penalty: 641.244873
	Iteration 13Q: 3 clusters Score -57985.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -57986.449219 Penalty: 641.244873
	Iteration 14Q: 3 clusters Score -57986.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -57986.562500 Penalty: 641.244873
	Iteration 15Q: 3 clusters Score -57986.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -57986.562500 Penalty: 641.244873
	Iteration 16F: 3 clusters Score -57986.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (74 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Entering Unmasked Estep 
Score: -2291.147461 Penalty: 195.834961
	Iteration 0F: 2 clusters Score -2291.147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2162.461670 Penalty: 391.669922
	Iteration 0F: 3 clusters Score -2162.462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2206.655762 Penalty: 391.669922
	Iteration 1F: 3 clusters Score -2206.656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2222.288818 Penalty: 391.669922
	Iteration 2F: 3 clusters Score -2222.289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2227.316650 Penalty: 391.669922
	Iteration 3Q: 3 clusters Score -2227.317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2227.316650 Penalty: 391.669922
	Iteration 4F: 3 clusters Score -2227.317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (297443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297443 members 
Entering Unmasked Estep 
Score: -15762287.000000 Penalty: 573.435486
	Iteration 0F: 2 clusters Score -1.576229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148765 members 
Mstep: Class 2 contains 148678 members 
Entering Unmasked Estep 
Score: -15572844.000000 Penalty: 1146.870972
	Iteration 0F: 3 clusters Score -1.557284e+07 nChanged 147238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152849 members 
Mstep: Class 2 contains 144594 members 
Entering Unmasked Estep 
Score: -15662497.000000 Penalty: 1146.870972
	Iteration 1F: 3 clusters Score -1.56625e+07 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153187 members 
Mstep: Class 2 contains 144256 members 
Entering Unmasked Estep 
Score: -15667012.000000 Penalty: 1146.870972
	Iteration 2Q: 3 clusters Score -1.566701e+07 nChanged 13983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153400 members 
Mstep: Class 2 contains 144043 members 
Entering Unmasked Estep 
Score: -15673556.000000 Penalty: 1146.870972
	Iteration 3Q: 3 clusters Score -1.567356e+07 nChanged 16467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153505 members 
Mstep: Class 2 contains 143938 members 
Entering Unmasked Estep 
Score: -15684258.000000 Penalty: 1146.870972
	Iteration 4F: 3 clusters Score -1.568426e+07 nChanged 19158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153365 members 
Mstep: Class 2 contains 144078 members 
Entering Unmasked Estep 
Score: -15699259.000000 Penalty: 1146.870972
	Iteration 5F: 3 clusters Score -1.569926e+07 nChanged 20057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152836 members 
Mstep: Class 2 contains 144607 members 
Entering Unmasked Estep 
Score: -15713638.000000 Penalty: 1146.870972
	Iteration 6F: 3 clusters Score -1.571364e+07 nChanged 15596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152438 members 
Mstep: Class 2 contains 145005 members 
Entering Unmasked Estep 
Score: -15720556.000000 Penalty: 1146.870972
	Iteration 7F: 3 clusters Score -1.572056e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152506 members 
Mstep: Class 2 contains 144937 members 
Entering Unmasked Estep 
Score: -15722299.000000 Penalty: 1146.870972
	Iteration 8Q: 3 clusters Score -1.57223e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152805 members 
Mstep: Class 2 contains 144638 members 
Entering Unmasked Estep 
Score: -15722707.000000 Penalty: 1146.870972
	Iteration 9Q: 3 clusters Score -1.572271e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153252 members 
Mstep: Class 2 contains 144191 members 
Entering Unmasked Estep 
Score: -15723022.000000 Penalty: 1146.870972
	Iteration 10Q: 3 clusters Score -1.572302e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153735 members 
Mstep: Class 2 contains 143708 members 
Entering Unmasked Estep 
Score: -15723307.000000 Penalty: 1146.870972
	Iteration 11Q: 3 clusters Score -1.572331e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154219 members 
Mstep: Class 2 contains 143224 members 
Entering Unmasked Estep 
Score: -15723634.000000 Penalty: 1146.870972
	Iteration 12Q: 3 clusters Score -1.572363e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154815 members 
Mstep: Class 2 contains 142628 members 
Entering Unmasked Estep 
Score: -15723853.000000 Penalty: 1146.870972
	Iteration 13Q: 3 clusters Score -1.572385e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155466 members 
Mstep: Class 2 contains 141977 members 
Entering Unmasked Estep 
Score: -15724222.000000 Penalty: 1146.870972
	Iteration 14Q: 3 clusters Score -1.572422e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156145 members 
Mstep: Class 2 contains 141298 members 
Entering Unmasked Estep 
Score: -15724482.000000 Penalty: 1146.870972
	Iteration 15Q: 3 clusters Score -1.572448e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 140499 members 
Entering Unmasked Estep 
Score: -15724789.000000 Penalty: 1146.870972
	Iteration 16Q: 3 clusters Score -1.572479e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157841 members 
Mstep: Class 2 contains 139602 members 
Entering Unmasked Estep 
Score: -15725094.000000 Penalty: 1146.870972
	Iteration 17Q: 3 clusters Score -1.572509e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158824 members 
Mstep: Class 2 contains 138619 members 
Entering Unmasked Estep 
Score: -15725375.000000 Penalty: 1146.870972
	Iteration 18Q: 3 clusters Score -1.572538e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159953 members 
Mstep: Class 2 contains 137490 members 
Entering Unmasked Estep 
Score: -15725910.000000 Penalty: 1146.870972
	Iteration 19Q: 3 clusters Score -1.572591e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161164 members 
Mstep: Class 2 contains 136279 members 
Entering Unmasked Estep 
Score: -15726203.000000 Penalty: 1146.870972
	Iteration 20F: 3 clusters Score -1.57262e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162553 members 
Mstep: Class 2 contains 134890 members 
Entering Unmasked Estep 
Score: -15726733.000000 Penalty: 1146.870972
	Iteration 21Q: 3 clusters Score -1.572673e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164102 members 
Mstep: Class 2 contains 133341 members 
Entering Unmasked Estep 
Score: -15727209.000000 Penalty: 1146.870972
	Iteration 22Q: 3 clusters Score -1.572721e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165807 members 
Mstep: Class 2 contains 131636 members 
Entering Unmasked Estep 
Score: -15727695.000000 Penalty: 1146.870972
	Iteration 23Q: 3 clusters Score -1.57277e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167673 members 
Mstep: Class 2 contains 129770 members 
Entering Unmasked Estep 
Score: -15728197.000000 Penalty: 1146.870972
	Iteration 24Q: 3 clusters Score -1.57282e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169727 members 
Mstep: Class 2 contains 127716 members 
Entering Unmasked Estep 
Score: -15728772.000000 Penalty: 1146.870972
	Iteration 25Q: 3 clusters Score -1.572877e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172082 members 
Mstep: Class 2 contains 125361 members 
Entering Unmasked Estep 
Score: -15729426.000000 Penalty: 1146.870972
	Iteration 26Q: 3 clusters Score -1.572943e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174516 members 
Mstep: Class 2 contains 122927 members 
Entering Unmasked Estep 
Score: -15730092.000000 Penalty: 1146.870972
	Iteration 27Q: 3 clusters Score -1.573009e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177184 members 
Mstep: Class 2 contains 120259 members 
Entering Unmasked Estep 
Score: -15730919.000000 Penalty: 1146.870972
	Iteration 28Q: 3 clusters Score -1.573092e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179950 members 
Mstep: Class 2 contains 117493 members 
Entering Unmasked Estep 
Score: -15731477.000000 Penalty: 1146.870972
	Iteration 29Q: 3 clusters Score -1.573148e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182803 members 
Mstep: Class 2 contains 114640 members 
Entering Unmasked Estep 
Score: -15732039.000000 Penalty: 1146.870972
	Iteration 30Q: 3 clusters Score -1.573204e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185748 members 
Mstep: Class 2 contains 111695 members 
Entering Unmasked Estep 
Score: -15732746.000000 Penalty: 1146.870972
	Iteration 31Q: 3 clusters Score -1.573275e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188892 members 
Mstep: Class 2 contains 108551 members 
Entering Unmasked Estep 
Score: -15733463.000000 Penalty: 1146.870972
	Iteration 32Q: 3 clusters Score -1.573346e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192178 members 
Mstep: Class 2 contains 105265 members 
Entering Unmasked Estep 
Score: -15734238.000000 Penalty: 1146.870972
	Iteration 33Q: 3 clusters Score -1.573424e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195596 members 
Mstep: Class 2 contains 101847 members 
Entering Unmasked Estep 
Score: -15735051.000000 Penalty: 1146.870972
	Iteration 34Q: 3 clusters Score -1.573505e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199147 members 
Mstep: Class 2 contains 98296 members 
Entering Unmasked Estep 
Score: -15735998.000000 Penalty: 1146.870972
	Iteration 35Q: 3 clusters Score -1.5736e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202853 members 
Mstep: Class 2 contains 94590 members 
Entering Unmasked Estep 
Score: -15736815.000000 Penalty: 1146.870972
	Iteration 36Q: 3 clusters Score -1.573682e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206601 members 
Mstep: Class 2 contains 90842 members 
Entering Unmasked Estep 
Score: -15737730.000000 Penalty: 1146.870972
	Iteration 37Q: 3 clusters Score -1.573773e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210394 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -15738502.000000 Penalty: 1146.870972
	Iteration 38Q: 3 clusters Score -1.57385e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214203 members 
Mstep: Class 2 contains 83240 members 
Entering Unmasked Estep 
Score: -15739290.000000 Penalty: 1146.870972
	Iteration 39Q: 3 clusters Score -1.573929e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218052 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -15740097.000000 Penalty: 1146.870972
	Iteration 40F: 3 clusters Score -1.57401e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221919 members 
Mstep: Class 2 contains 75524 members 
Entering Unmasked Estep 
Score: -15741003.000000 Penalty: 1146.870972
	Iteration 41Q: 3 clusters Score -1.5741e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225802 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -15741860.000000 Penalty: 1146.870972
	Iteration 42Q: 3 clusters Score -1.574186e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229565 members 
Mstep: Class 2 contains 67878 members 
Entering Unmasked Estep 
Score: -15742770.000000 Penalty: 1146.870972
	Iteration 43Q: 3 clusters Score -1.574277e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233323 members 
Mstep: Class 2 contains 64120 members 
Entering Unmasked Estep 
Score: -15743636.000000 Penalty: 1146.870972
	Iteration 44Q: 3 clusters Score -1.574364e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237162 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -15744725.000000 Penalty: 1146.870972
	Iteration 45Q: 3 clusters Score -1.574472e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240920 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -15745697.000000 Penalty: 1146.870972
	Iteration 46Q: 3 clusters Score -1.57457e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244625 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -15746664.000000 Penalty: 1146.870972
	Iteration 47Q: 3 clusters Score -1.574666e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248319 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -15747588.000000 Penalty: 1146.870972
	Iteration 48Q: 3 clusters Score -1.574759e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251956 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -15748415.000000 Penalty: 1146.870972
	Iteration 49Q: 3 clusters Score -1.574842e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255679 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -15749323.000000 Penalty: 1146.870972
	Iteration 50Q: 3 clusters Score -1.574932e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259503 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -15750302.000000 Penalty: 1146.870972
	Iteration 51Q: 3 clusters Score -1.57503e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263373 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -15751482.000000 Penalty: 1146.870972
	Iteration 52Q: 3 clusters Score -1.575148e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267299 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -15753519.000000 Penalty: 1146.870972
	Iteration 53Q: 3 clusters Score -1.575352e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271494 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -15755970.000000 Penalty: 1146.870972
	Iteration 54Q: 3 clusters Score -1.575597e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275798 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -15758277.000000 Penalty: 1146.870972
	Iteration 55Q: 3 clusters Score -1.575828e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280094 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -15759962.000000 Penalty: 1146.870972
	Iteration 56Q: 3 clusters Score -1.575996e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284204 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -15761118.000000 Penalty: 1146.870972
	Iteration 57Q: 3 clusters Score -1.576112e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287892 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -15761888.000000 Penalty: 1146.870972
	Iteration 58Q: 3 clusters Score -1.576189e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290869 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -15762224.000000 Penalty: 1146.870972
	Iteration 59Q: 3 clusters Score -1.576222e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293089 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -15762359.000000 Penalty: 1146.870972
	Iteration 60F: 3 clusters Score -1.576236e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294626 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -15762328.000000 Penalty: 1146.870972
	Iteration 61Q: 3 clusters Score -1.576233e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295572 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -15762292.000000 Penalty: 1146.870972
	Iteration 62Q: 3 clusters Score -1.576229e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296165 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -15762214.000000 Penalty: 1146.870972
	Iteration 63Q: 3 clusters Score -1.576221e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296543 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -15762093.000000 Penalty: 1146.870972
	Iteration 64Q: 3 clusters Score -1.576209e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296779 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -15762059.000000 Penalty: 1146.870972
	Iteration 65Q: 3 clusters Score -1.576206e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296917 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -15762032.000000 Penalty: 1146.870972
	Iteration 66Q: 3 clusters Score -1.576203e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297005 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -15762015.000000 Penalty: 1146.870972
	Iteration 67Q: 3 clusters Score -1.576202e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297069 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -15762023.000000 Penalty: 1146.870972
	Iteration 68Q: 3 clusters Score -1.576202e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297107 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -15762028.000000 Penalty: 1146.870972
	Iteration 69Q: 3 clusters Score -1.576203e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297130 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15762023.000000 Penalty: 1146.870972
	Iteration 70Q: 3 clusters Score -1.576202e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297146 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15762035.000000 Penalty: 1146.870972
	Iteration 71Q: 3 clusters Score -1.576204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297164 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -15762012.000000 Penalty: 1146.870972
	Iteration 72Q: 3 clusters Score -1.576201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297180 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15762009.000000 Penalty: 1146.870972
	Iteration 73Q: 3 clusters Score -1.576201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297187 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15762013.000000 Penalty: 1146.870972
	Iteration 74Q: 3 clusters Score -1.576201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297196 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15762009.000000 Penalty: 1146.870972
	Iteration 75Q: 3 clusters Score -1.576201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297201 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15762008.000000 Penalty: 1146.870972
	Iteration 76Q: 3 clusters Score -1.576201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297208 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15762000.000000 Penalty: 1146.870972
	Iteration 77Q: 3 clusters Score -1.5762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297207 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -15762003.000000 Penalty: 1146.870972
	Iteration 78Q: 3 clusters Score -1.5762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297210 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15762017.000000 Penalty: 1146.870972
	Iteration 79Q: 3 clusters Score -1.576202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297214 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15762013.000000 Penalty: 1146.870972
	Iteration 80F: 3 clusters Score -1.576201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297216 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15762013.000000 Penalty: 1146.870972
	Iteration 81Q: 3 clusters Score -1.576201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297218 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15762013.000000 Penalty: 1146.870972
	Iteration 82Q: 3 clusters Score -1.576201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15762013.000000 Penalty: 1146.870972
	Iteration 83Q: 3 clusters Score -1.576201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297218 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15762013.000000 Penalty: 1146.870972
	Iteration 84Q: 3 clusters Score -1.576201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297218 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15762008.000000 Penalty: 1146.870972
	Iteration 85Q: 3 clusters Score -1.576201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15762009.000000 Penalty: 1146.870972
	Iteration 86Q: 3 clusters Score -1.576201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297218 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15762009.000000 Penalty: 1146.870972
	Iteration 87Q: 3 clusters Score -1.576201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297219 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15762013.000000 Penalty: 1146.870972
	Iteration 88Q: 3 clusters Score -1.576201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297218 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15762007.000000 Penalty: 1146.870972
	Iteration 89Q: 3 clusters Score -1.576201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297218 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15762006.000000 Penalty: 1146.870972
	Iteration 90Q: 3 clusters Score -1.576201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297218 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15762006.000000 Penalty: 1146.870972
	Iteration 91F: 3 clusters Score -1.576201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -8476.427734 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -8476.428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8187.176758 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -8187.177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8230.657227 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -8230.657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8250.173828 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -8250.174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8252.907227 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -8252.907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8253.359375 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -8253.359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8253.359375 Penalty: 477.479187
	Iteration 5F: 3 clusters Score -8253.359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -84567.468750 Penalty: 340.230988
	Iteration 0F: 2 clusters Score -84567.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -83258.031250 Penalty: 680.461975
	Iteration 0F: 3 clusters Score -83258.03 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -83678.531250 Penalty: 680.461975
	Iteration 1F: 3 clusters Score -83678.53 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -83773.742188 Penalty: 680.461975
	Iteration 2F: 3 clusters Score -83773.74 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -83911.406250 Penalty: 680.461975
	Iteration 3F: 3 clusters Score -83911.41 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -84103.828125 Penalty: 680.461975
	Iteration 4F: 3 clusters Score -84103.83 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -84252.562500 Penalty: 680.461975
	Iteration 5F: 3 clusters Score -84252.56 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -84343.226562 Penalty: 680.461975
	Iteration 6F: 3 clusters Score -84343.23 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -84394.359375 Penalty: 680.461975
	Iteration 7Q: 3 clusters Score -84394.36 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -84423.187500 Penalty: 680.461975
	Iteration 8Q: 3 clusters Score -84423.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -84439.562500 Penalty: 680.461975
	Iteration 9Q: 3 clusters Score -84439.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -84456.109375 Penalty: 680.461975
	Iteration 10Q: 3 clusters Score -84456.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -84468.687500 Penalty: 680.461975
	Iteration 11Q: 3 clusters Score -84468.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -84478.492188 Penalty: 680.461975
	Iteration 12Q: 3 clusters Score -84478.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -84480.500000 Penalty: 680.461975
	Iteration 13Q: 3 clusters Score -84480.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -84482.078125 Penalty: 680.461975
	Iteration 14Q: 3 clusters Score -84482.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -84483.968750 Penalty: 680.461975
	Iteration 15Q: 3 clusters Score -84483.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -84484.992188 Penalty: 680.461975
	Iteration 16Q: 3 clusters Score -84484.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -84485.203125 Penalty: 680.461975
	Iteration 17Q: 3 clusters Score -84485.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -84485.203125 Penalty: 680.461975
	Iteration 18F: 3 clusters Score -84485.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -8138.292969 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -8138.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7869.145020 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -7869.145 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7980.500488 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -7980.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8013.997070 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -8013.997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8033.103027 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -8033.103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8047.142090 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -8047.142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8065.061523 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -8065.062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8084.122559 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -8084.123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8102.487793 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -8102.488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8107.899414 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -8107.899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8110.662598 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -8110.663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8112.987305 Penalty: 480.771515
	Iteration 10Q: 3 clusters Score -8112.987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8112.987305 Penalty: 480.771515
	Iteration 11F: 3 clusters Score -8112.987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 51766 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 14215 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47160 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 11880 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 77024 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 297443 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470216.000000 Penalty: 21605.181641
Iteration 319Q: 37 clusters Score -2.747022e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 51805 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 14252 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47158 members 
Mstep: Class 12 contains 2795 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 12004 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 76739 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 297524 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470150.000000 Penalty: 21605.181641
Iteration 320F: 37 clusters Score -2.747015e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 51827 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 14279 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47147 members 
Mstep: Class 12 contains 2797 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 12121 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2319 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 76478 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 297632 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470070.000000 Penalty: 21605.181641
Iteration 321Q: 37 clusters Score -2.747007e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1083 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 51843 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 6 contains 14310 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47135 members 
Mstep: Class 12 contains 2798 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 12222 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 76226 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1150 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 297761 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469922.000000 Penalty: 21605.181641
Iteration 322Q: 37 clusters Score -2.746992e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1080 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 51862 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 14359 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47127 members 
Mstep: Class 12 contains 2798 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 76010 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 297843 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469960.000000 Penalty: 21605.181641
Iteration 323Q: 37 clusters Score -2.746996e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1080 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 51898 members 
Mstep: Class 5 contains 2652 members 
Mstep: Class 6 contains 14422 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47120 members 
Mstep: Class 12 contains 2796 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 12416 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2284 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 75757 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 297909 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1769 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469942.000000 Penalty: 21605.181641
Iteration 324Q: 37 clusters Score -2.746994e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1080 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 51932 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 14474 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47112 members 
Mstep: Class 12 contains 2793 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 12551 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2268 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 75473 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1150 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 297997 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1769 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469912.000000 Penalty: 21605.181641
Iteration 325Q: 37 clusters Score -2.746991e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1080 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 51969 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 6 contains 14514 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47111 members 
Mstep: Class 12 contains 2791 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 12698 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 75184 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1150 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 298076 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1769 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469842.000000 Penalty: 21605.181641
Iteration 326Q: 37 clusters Score -2.746984e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1080 members 
Mstep: Class 3 contains 634 members 
Mstep: Class 4 contains 52019 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 6 contains 14568 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47110 members 
Mstep: Class 12 contains 2790 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 12814 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 74888 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1150 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 298164 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 1769 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469744.000000 Penalty: 21605.181641
Iteration 327Q: 37 clusters Score -2.746974e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1080 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 4 contains 52064 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 14622 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47102 members 
Mstep: Class 12 contains 2790 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 12924 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 387 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2234 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 513 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 74613 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 1148 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 298251 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 1769 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469740.000000 Penalty: 21605.181641
Iteration 328Q: 37 clusters Score -2.746974e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1081 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 52102 members 
Mstep: Class 5 contains 2652 members 
Mstep: Class 6 contains 14666 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47092 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 13048 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 838 members 
Mstep: Class 20 contains 2221 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 74355 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 1148 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 298330 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 1769 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469694.000000 Penalty: 21605.181641
Iteration 329Q: 37 clusters Score -2.746969e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1082 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 52138 members 
Mstep: Class 5 contains 2652 members 
Mstep: Class 6 contains 14697 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47083 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 13148 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 839 members 
Mstep: Class 20 contains 2210 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 74116 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1148 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 298423 members 
Mstep: Class 34 contains 195 members 
Mstep: Class 35 contains 1769 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469658.000000 Penalty: 21605.181641
Iteration 330Q: 37 clusters Score -2.746966e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 52168 members 
Mstep: Class 5 contains 2652 members 
Mstep: Class 6 contains 14734 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47079 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 13244 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2193 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 510 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 73875 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 298522 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1770 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469678.000000 Penalty: 21605.181641
Iteration 331Q: 37 clusters Score -2.746968e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 52195 members 
Mstep: Class 5 contains 2651 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47077 members 
Mstep: Class 12 contains 2774 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 13339 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2175 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 510 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 73609 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 298640 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1771 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469634.000000 Penalty: 21605.181641
Iteration 332Q: 37 clusters Score -2.746963e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 52216 members 
Mstep: Class 5 contains 2650 members 
Mstep: Class 6 contains 14840 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47061 members 
Mstep: Class 12 contains 2773 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 13436 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2160 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 510 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 73348 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 298764 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1772 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469610.000000 Penalty: 21605.181641
Iteration 333Q: 37 clusters Score -2.746961e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 52239 members 
Mstep: Class 5 contains 2647 members 
Mstep: Class 6 contains 14877 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47052 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 13541 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2153 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 73082 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 298891 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469530.000000 Penalty: 21605.181641
Iteration 334Q: 37 clusters Score -2.746953e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 52261 members 
Mstep: Class 5 contains 2648 members 
Mstep: Class 6 contains 14913 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47040 members 
Mstep: Class 12 contains 2763 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 13658 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2144 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 72811 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 299014 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469466.000000 Penalty: 21605.181641
Iteration 335Q: 37 clusters Score -2.746947e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 52281 members 
Mstep: Class 5 contains 2647 members 
Mstep: Class 6 contains 14938 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47025 members 
Mstep: Class 12 contains 2753 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 13770 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2141 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 72538 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 299163 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469374.000000 Penalty: 21605.181641
Iteration 336Q: 37 clusters Score -2.746937e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 52304 members 
Mstep: Class 5 contains 2642 members 
Mstep: Class 6 contains 14977 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47020 members 
Mstep: Class 12 contains 2744 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 13891 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2133 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 72282 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 299266 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469348.000000 Penalty: 21605.181641
Iteration 337Q: 37 clusters Score -2.746935e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 52342 members 
Mstep: Class 5 contains 2640 members 
Mstep: Class 6 contains 15005 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47016 members 
Mstep: Class 12 contains 2729 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 13986 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2123 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 72049 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 299371 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469340.000000 Penalty: 21605.181641
Iteration 338Q: 37 clusters Score -2.746934e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 52365 members 
Mstep: Class 5 contains 2638 members 
Mstep: Class 6 contains 15036 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47009 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 14092 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2113 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 71797 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 299496 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469426.000000 Penalty: 21605.181641
Iteration 339Q: 37 clusters Score -2.746943e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 52406 members 
Mstep: Class 5 contains 2634 members 
Mstep: Class 6 contains 15072 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 47000 members 
Mstep: Class 12 contains 2706 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 14186 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2109 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 71517 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 299627 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469378.000000 Penalty: 21605.181641
Iteration 340F: 37 clusters Score -2.746938e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 52456 members 
Mstep: Class 5 contains 2633 members 
Mstep: Class 6 contains 15120 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46985 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 14283 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 71233 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 299744 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469324.000000 Penalty: 21605.181641
Iteration 341Q: 37 clusters Score -2.746932e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 52491 members 
Mstep: Class 5 contains 2634 members 
Mstep: Class 6 contains 15153 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46969 members 
Mstep: Class 12 contains 2687 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 14361 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 382 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2100 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 70981 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 299884 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469236.000000 Penalty: 21605.181641
Iteration 342Q: 37 clusters Score -2.746924e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1082 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 52541 members 
Mstep: Class 5 contains 2632 members 
Mstep: Class 6 contains 15185 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46945 members 
Mstep: Class 12 contains 2676 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 14432 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 383 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 70744 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 300021 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469276.000000 Penalty: 21605.181641
Iteration 343Q: 37 clusters Score -2.746928e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1076 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 52603 members 
Mstep: Class 5 contains 2633 members 
Mstep: Class 6 contains 15210 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46919 members 
Mstep: Class 12 contains 2669 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 14506 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2067 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 70539 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1148 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 300126 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469256.000000 Penalty: 21605.181641
Iteration 344Q: 37 clusters Score -2.746926e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1075 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 52673 members 
Mstep: Class 5 contains 2633 members 
Mstep: Class 6 contains 15232 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46905 members 
Mstep: Class 12 contains 2664 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 14570 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2053 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 70326 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1148 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 300219 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469160.000000 Penalty: 21605.181641
Iteration 345Q: 37 clusters Score -2.746916e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1075 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 52755 members 
Mstep: Class 5 contains 2633 members 
Mstep: Class 6 contains 15248 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46889 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 14626 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 70104 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1148 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 300329 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469050.000000 Penalty: 21605.181641
Iteration 346Q: 37 clusters Score -2.746905e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1076 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 52840 members 
Mstep: Class 5 contains 2630 members 
Mstep: Class 6 contains 15257 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46871 members 
Mstep: Class 12 contains 2655 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 14677 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 69888 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 300440 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469074.000000 Penalty: 21605.181641
Iteration 347Q: 37 clusters Score -2.746907e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1076 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 52935 members 
Mstep: Class 5 contains 2630 members 
Mstep: Class 6 contains 15268 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46848 members 
Mstep: Class 12 contains 2648 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 14759 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 69638 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 300556 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469156.000000 Penalty: 21605.181641
Iteration 348Q: 37 clusters Score -2.746916e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 53044 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 15283 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46829 members 
Mstep: Class 12 contains 2639 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 14842 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1989 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 69356 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1150 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 300670 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469200.000000 Penalty: 21605.181641
Iteration 349Q: 37 clusters Score -2.74692e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 53173 members 
Mstep: Class 5 contains 2622 members 
Mstep: Class 6 contains 15303 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46810 members 
Mstep: Class 12 contains 2635 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 14935 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1981 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 69050 members 
Mstep: Class 26 contains 887 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 300777 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469120.000000 Penalty: 21605.181641
Iteration 350Q: 37 clusters Score -2.746912e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1081 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 53303 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 15329 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46797 members 
Mstep: Class 12 contains 2637 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 15042 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 68734 members 
Mstep: Class 26 contains 887 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 300848 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469188.000000 Penalty: 21605.181641
Iteration 351Q: 37 clusters Score -2.746919e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 53431 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 15348 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46787 members 
Mstep: Class 12 contains 2638 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 15155 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1975 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 68408 members 
Mstep: Class 26 contains 887 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 300928 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469218.000000 Penalty: 21605.181641
Iteration 352Q: 37 clusters Score -2.746922e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 53543 members 
Mstep: Class 5 contains 2609 members 
Mstep: Class 6 contains 15355 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46777 members 
Mstep: Class 12 contains 2635 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 15266 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 68116 members 
Mstep: Class 26 contains 887 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301015 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469236.000000 Penalty: 21605.181641
Iteration 353Q: 37 clusters Score -2.746924e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 53664 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 15362 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46771 members 
Mstep: Class 12 contains 2634 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 15380 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 67823 members 
Mstep: Class 26 contains 887 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301081 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469192.000000 Penalty: 21605.181641
Iteration 354Q: 37 clusters Score -2.746919e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 53759 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 15380 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46763 members 
Mstep: Class 12 contains 2632 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 15484 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1964 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 67542 members 
Mstep: Class 26 contains 887 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301160 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469206.000000 Penalty: 21605.181641
Iteration 355Q: 37 clusters Score -2.746921e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 53857 members 
Mstep: Class 5 contains 2599 members 
Mstep: Class 6 contains 15401 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46757 members 
Mstep: Class 12 contains 2635 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 15597 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1964 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 67243 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301236 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469198.000000 Penalty: 21605.181641
Iteration 356Q: 37 clusters Score -2.74692e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 53950 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 15435 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46756 members 
Mstep: Class 12 contains 2642 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 15693 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 66954 members 
Mstep: Class 26 contains 884 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301297 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469188.000000 Penalty: 21605.181641
Iteration 357Q: 37 clusters Score -2.746919e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 54025 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 15481 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46752 members 
Mstep: Class 12 contains 2640 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 15790 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 66686 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301351 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469138.000000 Penalty: 21605.181641
Iteration 358Q: 37 clusters Score -2.746914e+07 nChanged 514
Entering ConstructFrom: 
Score: -27469138.000000 Penalty: 21605.181641
Entering ConstructFrom: 
Trying to split cluster 1 (8741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Entering Unmasked Estep 
Score: -435971.625000 Penalty: 412.947998
	Iteration 0F: 2 clusters Score -435971.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -430043.781250 Penalty: 825.895996
	Iteration 0F: 3 clusters Score -430043.8 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -432461.000000 Penalty: 825.895996
	Iteration 1F: 3 clusters Score -432461 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -432597.968750 Penalty: 825.895996
	Iteration 2Q: 3 clusters Score -432598 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -432769.000000 Penalty: 825.895996
	Iteration 3Q: 3 clusters Score -432769 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -432997.406250 Penalty: 825.895996
	Iteration 4Q: 3 clusters Score -432997.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -433323.406250 Penalty: 825.895996
	Iteration 5F: 3 clusters Score -433323.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -433790.093750 Penalty: 825.895996
	Iteration 6F: 3 clusters Score -433790.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -434292.562500 Penalty: 825.895996
	Iteration 7F: 3 clusters Score -434292.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -434580.875000 Penalty: 825.895996
	Iteration 8F: 3 clusters Score -434580.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -434729.218750 Penalty: 825.895996
	Iteration 9Q: 3 clusters Score -434729.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -434829.218750 Penalty: 825.895996
	Iteration 10Q: 3 clusters Score -434829.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -434908.093750 Penalty: 825.895996
	Iteration 11Q: 3 clusters Score -434908.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -434960.500000 Penalty: 825.895996
	Iteration 12Q: 3 clusters Score -434960.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -435011.375000 Penalty: 825.895996
	Iteration 13Q: 3 clusters Score -435011.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -435055.656250 Penalty: 825.895996
	Iteration 14Q: 3 clusters Score -435055.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -435097.625000 Penalty: 825.895996
	Iteration 15Q: 3 clusters Score -435097.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -435142.125000 Penalty: 825.895996
	Iteration 16Q: 3 clusters Score -435142.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -435177.375000 Penalty: 825.895996
	Iteration 17Q: 3 clusters Score -435177.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -435217.250000 Penalty: 825.895996
	Iteration 18Q: 3 clusters Score -435217.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -435250.875000 Penalty: 825.895996
	Iteration 19Q: 3 clusters Score -435250.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -435272.062500 Penalty: 825.895996
	Iteration 20F: 3 clusters Score -435272.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -435289.562500 Penalty: 825.895996
	Iteration 21Q: 3 clusters Score -435289.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -435320.125000 Penalty: 825.895996
	Iteration 22Q: 3 clusters Score -435320.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -435351.156250 Penalty: 825.895996
	Iteration 23Q: 3 clusters Score -435351.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -435389.281250 Penalty: 825.895996
	Iteration 24Q: 3 clusters Score -435389.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -435441.906250 Penalty: 825.895996
	Iteration 25Q: 3 clusters Score -435441.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -435498.156250 Penalty: 825.895996
	Iteration 26Q: 3 clusters Score -435498.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -435549.125000 Penalty: 825.895996
	Iteration 27Q: 3 clusters Score -435549.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -435584.250000 Penalty: 825.895996
	Iteration 28Q: 3 clusters Score -435584.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -435614.875000 Penalty: 825.895996
	Iteration 29Q: 3 clusters Score -435614.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -435639.687500 Penalty: 825.895996
	Iteration 30Q: 3 clusters Score -435639.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -435660.656250 Penalty: 825.895996
	Iteration 31Q: 3 clusters Score -435660.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -435676.218750 Penalty: 825.895996
	Iteration 32Q: 3 clusters Score -435676.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -435688.843750 Penalty: 825.895996
	Iteration 33Q: 3 clusters Score -435688.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -435697.718750 Penalty: 825.895996
	Iteration 34Q: 3 clusters Score -435697.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -435707.562500 Penalty: 825.895996
	Iteration 35Q: 3 clusters Score -435707.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -435714.031250 Penalty: 825.895996
	Iteration 36Q: 3 clusters Score -435714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -435718.593750 Penalty: 825.895996
	Iteration 37Q: 3 clusters Score -435718.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -435722.375000 Penalty: 825.895996
	Iteration 38Q: 3 clusters Score -435722.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -435725.875000 Penalty: 825.895996
	Iteration 39Q: 3 clusters Score -435725.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -435729.218750 Penalty: 825.895996
	Iteration 40F: 3 clusters Score -435729.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -435732.656250 Penalty: 825.895996
	Iteration 41Q: 3 clusters Score -435732.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -435734.062500 Penalty: 825.895996
	Iteration 42Q: 3 clusters Score -435734.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -435735.875000 Penalty: 825.895996
	Iteration 43Q: 3 clusters Score -435735.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -435736.875000 Penalty: 825.895996
	Iteration 44Q: 3 clusters Score -435736.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -435739.437500 Penalty: 825.895996
	Iteration 45Q: 3 clusters Score -435739.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -435739.968750 Penalty: 825.895996
	Iteration 46Q: 3 clusters Score -435740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -435740.312500 Penalty: 825.895996
	Iteration 47Q: 3 clusters Score -435740.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -435741.000000 Penalty: 825.895996
	Iteration 48Q: 3 clusters Score -435741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -435742.312500 Penalty: 825.895996
	Iteration 49Q: 3 clusters Score -435742.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -435742.843750 Penalty: 825.895996
	Iteration 50Q: 3 clusters Score -435742.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -435743.000000 Penalty: 825.895996
	Iteration 51Q: 3 clusters Score -435743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -435743.500000 Penalty: 825.895996
	Iteration 52Q: 3 clusters Score -435743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -435742.781250 Penalty: 825.895996
	Iteration 53Q: 3 clusters Score -435742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -435743.625000 Penalty: 825.895996
	Iteration 54Q: 3 clusters Score -435743.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -435744.062500 Penalty: 825.895996
	Iteration 55Q: 3 clusters Score -435744.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -435743.656250 Penalty: 825.895996
	Iteration 56Q: 3 clusters Score -435743.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -435744.531250 Penalty: 825.895996
	Iteration 57Q: 3 clusters Score -435744.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -435744.312500 Penalty: 825.895996
	Iteration 58Q: 3 clusters Score -435744.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -435744.281250 Penalty: 825.895996
	Iteration 59Q: 3 clusters Score -435744.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -435744.312500 Penalty: 825.895996
	Iteration 60F: 3 clusters Score -435744.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -435744.937500 Penalty: 825.895996
	Iteration 61Q: 3 clusters Score -435744.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -435744.000000 Penalty: 825.895996
	Iteration 62Q: 3 clusters Score -435744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -435743.656250 Penalty: 825.895996
	Iteration 63Q: 3 clusters Score -435743.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -435744.031250 Penalty: 825.895996
	Iteration 64Q: 3 clusters Score -435744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -435744.625000 Penalty: 825.895996
	Iteration 65Q: 3 clusters Score -435744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -435744.156250 Penalty: 825.895996
	Iteration 66Q: 3 clusters Score -435744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -435744.375000 Penalty: 825.895996
	Iteration 67Q: 3 clusters Score -435744.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -435745.437500 Penalty: 825.895996
	Iteration 68Q: 3 clusters Score -435745.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -435745.812500 Penalty: 825.895996
	Iteration 69Q: 3 clusters Score -435745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -435746.218750 Penalty: 825.895996
	Iteration 70Q: 3 clusters Score -435746.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -435745.593750 Penalty: 825.895996
	Iteration 71Q: 3 clusters Score -435745.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -435745.500000 Penalty: 825.895996
	Iteration 72Q: 3 clusters Score -435745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -435746.218750 Penalty: 825.895996
	Iteration 73Q: 3 clusters Score -435746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -435746.218750 Penalty: 825.895996
	Iteration 74Q: 3 clusters Score -435746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -435746.437500 Penalty: 825.895996
	Iteration 75Q: 3 clusters Score -435746.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -435746.468750 Penalty: 825.895996
	Iteration 76Q: 3 clusters Score -435746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -435746.250000 Penalty: 825.895996
	Iteration 77Q: 3 clusters Score -435746.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -435747.093750 Penalty: 825.895996
	Iteration 78Q: 3 clusters Score -435747.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -435746.843750 Penalty: 825.895996
	Iteration 79Q: 3 clusters Score -435746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -435747.750000 Penalty: 825.895996
	Iteration 80F: 3 clusters Score -435747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -435747.000000 Penalty: 825.895996
	Iteration 81Q: 3 clusters Score -435747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -435747.375000 Penalty: 825.895996
	Iteration 82Q: 3 clusters Score -435747.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -435747.218750 Penalty: 825.895996
	Iteration 83Q: 3 clusters Score -435747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -435746.875000 Penalty: 825.895996
	Iteration 84Q: 3 clusters Score -435746.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -435747.062500 Penalty: 825.895996
	Iteration 85Q: 3 clusters Score -435747.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -435748.125000 Penalty: 825.895996
	Iteration 86Q: 3 clusters Score -435748.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -435748.093750 Penalty: 825.895996
	Iteration 87Q: 3 clusters Score -435748.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -435748.437500 Penalty: 825.895996
	Iteration 88Q: 3 clusters Score -435748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -435749.000000 Penalty: 825.895996
	Iteration 89Q: 3 clusters Score -435749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -435749.187500 Penalty: 825.895996
	Iteration 90Q: 3 clusters Score -435749.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -435749.187500 Penalty: 825.895996
	Iteration 91F: 3 clusters Score -435749.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Entering Unmasked Estep 
Score: -59859.398438 Penalty: 318.473724
	Iteration 0F: 2 clusters Score -59859.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -58981.503906 Penalty: 636.947449
	Iteration 0F: 3 clusters Score -58981.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -59285.480469 Penalty: 636.947449
	Iteration 1F: 3 clusters Score -59285.48 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59358.878906 Penalty: 636.947449
	Iteration 2F: 3 clusters Score -59358.88 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59403.648438 Penalty: 636.947449
	Iteration 3F: 3 clusters Score -59403.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59432.187500 Penalty: 636.947449
	Iteration 4Q: 3 clusters Score -59432.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59455.738281 Penalty: 636.947449
	Iteration 5Q: 3 clusters Score -59455.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59482.273438 Penalty: 636.947449
	Iteration 6Q: 3 clusters Score -59482.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59493.601562 Penalty: 636.947449
	Iteration 7Q: 3 clusters Score -59493.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59507.460938 Penalty: 636.947449
	Iteration 8Q: 3 clusters Score -59507.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59523.328125 Penalty: 636.947449
	Iteration 9Q: 3 clusters Score -59523.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59529.804688 Penalty: 636.947449
	Iteration 10Q: 3 clusters Score -59529.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59532.453125 Penalty: 636.947449
	Iteration 11Q: 3 clusters Score -59532.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -59537.585938 Penalty: 636.947449
	Iteration 12Q: 3 clusters Score -59537.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59550.453125 Penalty: 636.947449
	Iteration 13Q: 3 clusters Score -59550.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59568.789062 Penalty: 636.947449
	Iteration 14Q: 3 clusters Score -59568.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59582.972656 Penalty: 636.947449
	Iteration 15Q: 3 clusters Score -59582.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59585.394531 Penalty: 636.947449
	Iteration 16Q: 3 clusters Score -59585.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59585.394531 Penalty: 636.947449
	Iteration 17F: 3 clusters Score -59585.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -33775.292969 Penalty: 294.067841
	Iteration 0F: 2 clusters Score -33775.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -33217.375000 Penalty: 588.135681
	Iteration 0F: 3 clusters Score -33217.38 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33330.710938 Penalty: 588.135681
	Iteration 1F: 3 clusters Score -33330.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33355.242188 Penalty: 588.135681
	Iteration 2F: 3 clusters Score -33355.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33377.699219 Penalty: 588.135681
	Iteration 3Q: 3 clusters Score -33377.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33399.632812 Penalty: 588.135681
	Iteration 4Q: 3 clusters Score -33399.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33409.832031 Penalty: 588.135681
	Iteration 5Q: 3 clusters Score -33409.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33416.285156 Penalty: 588.135681
	Iteration 6Q: 3 clusters Score -33416.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33421.562500 Penalty: 588.135681
	Iteration 7Q: 3 clusters Score -33421.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33427.925781 Penalty: 588.135681
	Iteration 8Q: 3 clusters Score -33427.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33434.835938 Penalty: 588.135681
	Iteration 9Q: 3 clusters Score -33434.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33444.406250 Penalty: 588.135681
	Iteration 10Q: 3 clusters Score -33444.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33448.894531 Penalty: 588.135681
	Iteration 11Q: 3 clusters Score -33448.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33450.464844 Penalty: 588.135681
	Iteration 12Q: 3 clusters Score -33450.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33450.617188 Penalty: 588.135681
	Iteration 13Q: 3 clusters Score -33450.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33450.617188 Penalty: 588.135681
	Iteration 14F: 3 clusters Score -33450.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Entering Unmasked Estep 
Score: -2976565.500000 Penalty: 495.869843
	Iteration 0F: 2 clusters Score -2976566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -2940131.750000 Penalty: 991.739685
	Iteration 0F: 3 clusters Score -2940132 nChanged 26338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -2956174.000000 Penalty: 991.739685
	Iteration 1F: 3 clusters Score -2956174 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -2957304.750000 Penalty: 991.739685
	Iteration 2F: 3 clusters Score -2957305 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2959023.750000 Penalty: 991.739685
	Iteration 3F: 3 clusters Score -2959024 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2961466.750000 Penalty: 991.739685
	Iteration 4F: 3 clusters Score -2961467 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2964737.750000 Penalty: 991.739685
	Iteration 5F: 3 clusters Score -2964738 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2968152.000000 Penalty: 991.739685
	Iteration 6F: 3 clusters Score -2968152 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2970789.750000 Penalty: 991.739685
	Iteration 7Q: 3 clusters Score -2970790 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2972263.250000 Penalty: 991.739685
	Iteration 8Q: 3 clusters Score -2972263 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2973008.250000 Penalty: 991.739685
	Iteration 9Q: 3 clusters Score -2973008 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2973461.750000 Penalty: 991.739685
	Iteration 10Q: 3 clusters Score -2973462 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2973796.250000 Penalty: 991.739685
	Iteration 11Q: 3 clusters Score -2973796 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2974051.750000 Penalty: 991.739685
	Iteration 12Q: 3 clusters Score -2974052 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2974293.250000 Penalty: 991.739685
	Iteration 13Q: 3 clusters Score -2974293 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2974504.750000 Penalty: 991.739685
	Iteration 14Q: 3 clusters Score -2974505 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2974729.000000 Penalty: 991.739685
	Iteration 15Q: 3 clusters Score -2974729 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2974909.250000 Penalty: 991.739685
	Iteration 16Q: 3 clusters Score -2974909 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2975100.000000 Penalty: 991.739685
	Iteration 17Q: 3 clusters Score -2975100 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2975241.250000 Penalty: 991.739685
	Iteration 18Q: 3 clusters Score -2975241 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2975382.750000 Penalty: 991.739685
	Iteration 19Q: 3 clusters Score -2975383 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2975514.500000 Penalty: 991.739685
	Iteration 20F: 3 clusters Score -2975514 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2975641.000000 Penalty: 991.739685
	Iteration 21Q: 3 clusters Score -2975641 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2975757.750000 Penalty: 991.739685
	Iteration 22Q: 3 clusters Score -2975758 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2975856.250000 Penalty: 991.739685
	Iteration 23Q: 3 clusters Score -2975856 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2975934.000000 Penalty: 991.739685
	Iteration 24Q: 3 clusters Score -2975934 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2976002.000000 Penalty: 991.739685
	Iteration 25Q: 3 clusters Score -2976002 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2976058.750000 Penalty: 991.739685
	Iteration 26Q: 3 clusters Score -2976059 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2976113.500000 Penalty: 991.739685
	Iteration 27Q: 3 clusters Score -2976114 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2976153.000000 Penalty: 991.739685
	Iteration 28Q: 3 clusters Score -2976153 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2976191.250000 Penalty: 991.739685
	Iteration 29Q: 3 clusters Score -2976191 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2976202.750000 Penalty: 991.739685
	Iteration 30Q: 3 clusters Score -2976203 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2976209.000000 Penalty: 991.739685
	Iteration 31Q: 3 clusters Score -2976209 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2976224.750000 Penalty: 991.739685
	Iteration 32Q: 3 clusters Score -2976225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2976244.250000 Penalty: 991.739685
	Iteration 33Q: 3 clusters Score -2976244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2976254.500000 Penalty: 991.739685
	Iteration 34Q: 3 clusters Score -2976254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2976270.500000 Penalty: 991.739685
	Iteration 35Q: 3 clusters Score -2976270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2976288.000000 Penalty: 991.739685
	Iteration 36Q: 3 clusters Score -2976288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2976302.000000 Penalty: 991.739685
	Iteration 37Q: 3 clusters Score -2976302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2976318.000000 Penalty: 991.739685
	Iteration 38Q: 3 clusters Score -2976318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2976323.250000 Penalty: 991.739685
	Iteration 39Q: 3 clusters Score -2976323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2976328.750000 Penalty: 991.739685
	Iteration 40F: 3 clusters Score -2976329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2976336.500000 Penalty: 991.739685
	Iteration 41Q: 3 clusters Score -2976336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2976335.750000 Penalty: 991.739685
	Iteration 42Q: 3 clusters Score -2976336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2976335.500000 Penalty: 991.739685
	Iteration 43Q: 3 clusters Score -2976336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2976334.500000 Penalty: 991.739685
	Iteration 44Q: 3 clusters Score -2976334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2976334.500000 Penalty: 991.739685
	Iteration 45F: 3 clusters Score -2976334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -134586.828125 Penalty: 357.691071
	Iteration 0F: 2 clusters Score -134586.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -132792.890625 Penalty: 715.382141
	Iteration 0F: 3 clusters Score -132792.9 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -133417.000000 Penalty: 715.382141
	Iteration 1F: 3 clusters Score -133417 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -133484.734375 Penalty: 715.382141
	Iteration 2F: 3 clusters Score -133484.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -133526.109375 Penalty: 715.382141
	Iteration 3Q: 3 clusters Score -133526.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -133560.140625 Penalty: 715.382141
	Iteration 4Q: 3 clusters Score -133560.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -133584.296875 Penalty: 715.382141
	Iteration 5Q: 3 clusters Score -133584.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -133606.671875 Penalty: 715.382141
	Iteration 6Q: 3 clusters Score -133606.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -133639.375000 Penalty: 715.382141
	Iteration 7Q: 3 clusters Score -133639.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -133687.984375 Penalty: 715.382141
	Iteration 8Q: 3 clusters Score -133688 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -133732.937500 Penalty: 715.382141
	Iteration 9Q: 3 clusters Score -133732.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -133785.734375 Penalty: 715.382141
	Iteration 10Q: 3 clusters Score -133785.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -133850.234375 Penalty: 715.382141
	Iteration 11Q: 3 clusters Score -133850.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -133899.578125 Penalty: 715.382141
	Iteration 12Q: 3 clusters Score -133899.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -133947.109375 Penalty: 715.382141
	Iteration 13Q: 3 clusters Score -133947.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -133998.406250 Penalty: 715.382141
	Iteration 14Q: 3 clusters Score -133998.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -134046.734375 Penalty: 715.382141
	Iteration 15Q: 3 clusters Score -134046.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -134080.546875 Penalty: 715.382141
	Iteration 16Q: 3 clusters Score -134080.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -134105.953125 Penalty: 715.382141
	Iteration 17Q: 3 clusters Score -134106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -134137.656250 Penalty: 715.382141
	Iteration 18Q: 3 clusters Score -134137.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -134160.265625 Penalty: 715.382141
	Iteration 19Q: 3 clusters Score -134160.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -134183.906250 Penalty: 715.382141
	Iteration 20F: 3 clusters Score -134183.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -134200.953125 Penalty: 715.382141
	Iteration 21Q: 3 clusters Score -134201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -134215.109375 Penalty: 715.382141
	Iteration 22Q: 3 clusters Score -134215.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -134227.000000 Penalty: 715.382141
	Iteration 23Q: 3 clusters Score -134227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -134238.437500 Penalty: 715.382141
	Iteration 24Q: 3 clusters Score -134238.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -134248.812500 Penalty: 715.382141
	Iteration 25Q: 3 clusters Score -134248.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -134256.843750 Penalty: 715.382141
	Iteration 26Q: 3 clusters Score -134256.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -134260.890625 Penalty: 715.382141
	Iteration 27Q: 3 clusters Score -134260.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -134262.734375 Penalty: 715.382141
	Iteration 28Q: 3 clusters Score -134262.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -134264.359375 Penalty: 715.382141
	Iteration 29Q: 3 clusters Score -134264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -134264.859375 Penalty: 715.382141
	Iteration 30Q: 3 clusters Score -134264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -134265.187500 Penalty: 715.382141
	Iteration 31Q: 3 clusters Score -134265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -134266.562500 Penalty: 715.382141
	Iteration 32Q: 3 clusters Score -134266.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -134269.046875 Penalty: 715.382141
	Iteration 33Q: 3 clusters Score -134269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -134275.046875 Penalty: 715.382141
	Iteration 34Q: 3 clusters Score -134275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -134281.156250 Penalty: 715.382141
	Iteration 35Q: 3 clusters Score -134281.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -134292.656250 Penalty: 715.382141
	Iteration 36Q: 3 clusters Score -134292.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -134295.234375 Penalty: 715.382141
	Iteration 37Q: 3 clusters Score -134295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -134297.406250 Penalty: 715.382141
	Iteration 38Q: 3 clusters Score -134297.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -134297.406250 Penalty: 715.382141
	Iteration 39F: 3 clusters Score -134297.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Entering Unmasked Estep 
Score: -889468.062500 Penalty: 439.102020
	Iteration 0F: 2 clusters Score -889468.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -879171.000000 Penalty: 878.204041
	Iteration 0F: 3 clusters Score -879171 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -883232.687500 Penalty: 878.204041
	Iteration 1F: 3 clusters Score -883232.7 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -883525.187500 Penalty: 878.204041
	Iteration 2Q: 3 clusters Score -883525.2 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -883924.062500 Penalty: 878.204041
	Iteration 3F: 3 clusters Score -883924.1 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -884507.812500 Penalty: 878.204041
	Iteration 4F: 3 clusters Score -884507.8 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -885384.250000 Penalty: 878.204041
	Iteration 5F: 3 clusters Score -885384.2 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -886466.250000 Penalty: 878.204041
	Iteration 6F: 3 clusters Score -886466.2 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -887155.375000 Penalty: 878.204041
	Iteration 7F: 3 clusters Score -887155.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -887436.437500 Penalty: 878.204041
	Iteration 8Q: 3 clusters Score -887436.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -887563.062500 Penalty: 878.204041
	Iteration 9Q: 3 clusters Score -887563.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -887645.687500 Penalty: 878.204041
	Iteration 10Q: 3 clusters Score -887645.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -887716.187500 Penalty: 878.204041
	Iteration 11Q: 3 clusters Score -887716.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -887774.562500 Penalty: 878.204041
	Iteration 12Q: 3 clusters Score -887774.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -887832.750000 Penalty: 878.204041
	Iteration 13Q: 3 clusters Score -887832.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -887892.750000 Penalty: 878.204041
	Iteration 14Q: 3 clusters Score -887892.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -887941.250000 Penalty: 878.204041
	Iteration 15Q: 3 clusters Score -887941.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -887985.500000 Penalty: 878.204041
	Iteration 16Q: 3 clusters Score -887985.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -888023.812500 Penalty: 878.204041
	Iteration 17Q: 3 clusters Score -888023.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -888061.937500 Penalty: 878.204041
	Iteration 18Q: 3 clusters Score -888061.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -888094.875000 Penalty: 878.204041
	Iteration 19Q: 3 clusters Score -888094.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -888117.687500 Penalty: 878.204041
	Iteration 20F: 3 clusters Score -888117.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -888149.937500 Penalty: 878.204041
	Iteration 21Q: 3 clusters Score -888149.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -888172.750000 Penalty: 878.204041
	Iteration 22Q: 3 clusters Score -888172.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -888192.812500 Penalty: 878.204041
	Iteration 23Q: 3 clusters Score -888192.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -888213.625000 Penalty: 878.204041
	Iteration 24Q: 3 clusters Score -888213.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -888230.625000 Penalty: 878.204041
	Iteration 25Q: 3 clusters Score -888230.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -888247.062500 Penalty: 878.204041
	Iteration 26Q: 3 clusters Score -888247.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -888258.437500 Penalty: 878.204041
	Iteration 27Q: 3 clusters Score -888258.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -888271.375000 Penalty: 878.204041
	Iteration 28Q: 3 clusters Score -888271.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -888279.750000 Penalty: 878.204041
	Iteration 29Q: 3 clusters Score -888279.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -888287.937500 Penalty: 878.204041
	Iteration 30Q: 3 clusters Score -888287.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -888301.750000 Penalty: 878.204041
	Iteration 31Q: 3 clusters Score -888301.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -888311.812500 Penalty: 878.204041
	Iteration 32Q: 3 clusters Score -888311.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -888320.562500 Penalty: 878.204041
	Iteration 33Q: 3 clusters Score -888320.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -888324.562500 Penalty: 878.204041
	Iteration 34Q: 3 clusters Score -888324.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -888332.812500 Penalty: 878.204041
	Iteration 35Q: 3 clusters Score -888332.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -888335.562500 Penalty: 878.204041
	Iteration 36Q: 3 clusters Score -888335.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -888343.125000 Penalty: 878.204041
	Iteration 37Q: 3 clusters Score -888343.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -888346.812500 Penalty: 878.204041
	Iteration 38Q: 3 clusters Score -888346.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -888352.062500 Penalty: 878.204041
	Iteration 39Q: 3 clusters Score -888352.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -888356.125000 Penalty: 878.204041
	Iteration 40F: 3 clusters Score -888356.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -888363.125000 Penalty: 878.204041
	Iteration 41Q: 3 clusters Score -888363.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -888363.750000 Penalty: 878.204041
	Iteration 42Q: 3 clusters Score -888363.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -888366.375000 Penalty: 878.204041
	Iteration 43Q: 3 clusters Score -888366.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -888374.187500 Penalty: 878.204041
	Iteration 44Q: 3 clusters Score -888374.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -888380.625000 Penalty: 878.204041
	Iteration 45Q: 3 clusters Score -888380.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -888386.812500 Penalty: 878.204041
	Iteration 46Q: 3 clusters Score -888386.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -888394.125000 Penalty: 878.204041
	Iteration 47Q: 3 clusters Score -888394.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -888406.312500 Penalty: 878.204041
	Iteration 48Q: 3 clusters Score -888406.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -888415.937500 Penalty: 878.204041
	Iteration 49Q: 3 clusters Score -888415.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -888425.437500 Penalty: 878.204041
	Iteration 50Q: 3 clusters Score -888425.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -888434.125000 Penalty: 878.204041
	Iteration 51Q: 3 clusters Score -888434.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -888440.312500 Penalty: 878.204041
	Iteration 52Q: 3 clusters Score -888440.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -888450.125000 Penalty: 878.204041
	Iteration 53Q: 3 clusters Score -888450.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -888454.375000 Penalty: 878.204041
	Iteration 54Q: 3 clusters Score -888454.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -888464.687500 Penalty: 878.204041
	Iteration 55Q: 3 clusters Score -888464.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -888480.812500 Penalty: 878.204041
	Iteration 56Q: 3 clusters Score -888480.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -888492.500000 Penalty: 878.204041
	Iteration 57Q: 3 clusters Score -888492.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -888505.937500 Penalty: 878.204041
	Iteration 58Q: 3 clusters Score -888505.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -888517.625000 Penalty: 878.204041
	Iteration 59Q: 3 clusters Score -888517.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -888532.562500 Penalty: 878.204041
	Iteration 60F: 3 clusters Score -888532.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -888543.812500 Penalty: 878.204041
	Iteration 61Q: 3 clusters Score -888543.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -888563.562500 Penalty: 878.204041
	Iteration 62Q: 3 clusters Score -888563.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -888577.562500 Penalty: 878.204041
	Iteration 63Q: 3 clusters Score -888577.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -888588.062500 Penalty: 878.204041
	Iteration 64Q: 3 clusters Score -888588.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -888601.500000 Penalty: 878.204041
	Iteration 65Q: 3 clusters Score -888601.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -888612.000000 Penalty: 878.204041
	Iteration 66Q: 3 clusters Score -888612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -888623.312500 Penalty: 878.204041
	Iteration 67Q: 3 clusters Score -888623.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -888632.250000 Penalty: 878.204041
	Iteration 68Q: 3 clusters Score -888632.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -888644.375000 Penalty: 878.204041
	Iteration 69Q: 3 clusters Score -888644.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -888654.937500 Penalty: 878.204041
	Iteration 70Q: 3 clusters Score -888654.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -888675.562500 Penalty: 878.204041
	Iteration 71Q: 3 clusters Score -888675.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -888693.625000 Penalty: 878.204041
	Iteration 72Q: 3 clusters Score -888693.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -888710.437500 Penalty: 878.204041
	Iteration 73Q: 3 clusters Score -888710.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -888732.375000 Penalty: 878.204041
	Iteration 74Q: 3 clusters Score -888732.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -888752.812500 Penalty: 878.204041
	Iteration 75Q: 3 clusters Score -888752.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -888765.562500 Penalty: 878.204041
	Iteration 76Q: 3 clusters Score -888765.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -888785.187500 Penalty: 878.204041
	Iteration 77Q: 3 clusters Score -888785.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -888806.125000 Penalty: 878.204041
	Iteration 78Q: 3 clusters Score -888806.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -888824.750000 Penalty: 878.204041
	Iteration 79Q: 3 clusters Score -888824.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -888852.562500 Penalty: 878.204041
	Iteration 80F: 3 clusters Score -888852.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -888877.125000 Penalty: 878.204041
	Iteration 81Q: 3 clusters Score -888877.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -888891.187500 Penalty: 878.204041
	Iteration 82Q: 3 clusters Score -888891.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -888907.437500 Penalty: 878.204041
	Iteration 83Q: 3 clusters Score -888907.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -888923.812500 Penalty: 878.204041
	Iteration 84Q: 3 clusters Score -888923.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -888936.250000 Penalty: 878.204041
	Iteration 85Q: 3 clusters Score -888936.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -888949.312500 Penalty: 878.204041
	Iteration 86Q: 3 clusters Score -888949.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -888956.625000 Penalty: 878.204041
	Iteration 87Q: 3 clusters Score -888956.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -888964.625000 Penalty: 878.204041
	Iteration 88Q: 3 clusters Score -888964.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -888971.312500 Penalty: 878.204041
	Iteration 89Q: 3 clusters Score -888971.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -888981.562500 Penalty: 878.204041
	Iteration 90Q: 3 clusters Score -888981.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -888994.000000 Penalty: 878.204041
	Iteration 91Q: 3 clusters Score -888994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -888999.250000 Penalty: 878.204041
	Iteration 92Q: 3 clusters Score -888999.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -889013.500000 Penalty: 878.204041
	Iteration 93Q: 3 clusters Score -889013.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -889024.250000 Penalty: 878.204041
	Iteration 94Q: 3 clusters Score -889024.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -889031.750000 Penalty: 878.204041
	Iteration 95Q: 3 clusters Score -889031.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -889038.250000 Penalty: 878.204041
	Iteration 96Q: 3 clusters Score -889038.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -889043.062500 Penalty: 878.204041
	Iteration 97Q: 3 clusters Score -889043.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -889046.500000 Penalty: 878.204041
	Iteration 98Q: 3 clusters Score -889046.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -889049.250000 Penalty: 878.204041
	Iteration 99Q: 3 clusters Score -889049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -889053.312500 Penalty: 878.204041
	Iteration 100F: 3 clusters Score -889053.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -889055.750000 Penalty: 878.204041
	Iteration 101Q: 3 clusters Score -889055.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -889058.500000 Penalty: 878.204041
	Iteration 102Q: 3 clusters Score -889058.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -889059.687500 Penalty: 878.204041
	Iteration 103Q: 3 clusters Score -889059.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -889059.687500 Penalty: 878.204041
	Iteration 104F: 3 clusters Score -889059.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -6108.012207 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -6108.012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5891.890137 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -5891.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6038.733887 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -6038.734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6102.701172 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -6102.701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6144.844727 Penalty: 456.572449
	Iteration 3F: 3 clusters Score -6144.845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6158.588379 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -6158.588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6158.588379 Penalty: 456.572449
	Iteration 5F: 3 clusters Score -6158.588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 54081 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 6 contains 15531 members 
Mstep: Class 7 contains 19 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46746 members 
Mstep: Class 12 contains 2641 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 15872 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 66449 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301409 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 132 members 
Entering Unmasked Estep 
Score: -27468846.000000 Penalty: 22205.326172
Splitting cluster 7 changes total score from -27469138.000000 to -27468846.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -7410.182617 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -7410.183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7132.268555 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -7132.269 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7221.973145 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -7221.973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7278.901855 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -7278.902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7303.478027 Penalty: 484.836731
	Iteration 3F: 3 clusters Score -7303.478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7318.748535 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -7318.749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7319.974121 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -7319.974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7320.694824 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -7320.695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7320.694824 Penalty: 484.836731
	Iteration 7F: 3 clusters Score -7320.695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -33877.796875 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -33877.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33219.074219 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -33219.07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -33398.839844 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -33398.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -33438.019531 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -33438.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -33471.425781 Penalty: 600.588257
	Iteration 3F: 3 clusters Score -33471.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -33498.078125 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -33498.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -33525.828125 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -33525.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -33538.023438 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -33538.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -33547.492188 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -33547.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -33555.968750 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -33555.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -33566.257812 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -33566.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -33576.839844 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -33576.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -33585.093750 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -33585.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -33588.925781 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -33588.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -33593.664062 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -33593.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -33602.195312 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -33602.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -33614.476562 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -33614.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -33622.964844 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -33622.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -33628.414062 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -33628.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -33632.085938 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -33632.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -33637.492188 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -33637.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -33638.945312 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -33638.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -33640.398438 Penalty: 600.588257
	Iteration 21Q: 3 clusters Score -33640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -33640.945312 Penalty: 600.588257
	Iteration 22Q: 3 clusters Score -33640.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -33641.175781 Penalty: 600.588257
	Iteration 23Q: 3 clusters Score -33641.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -33641.593750 Penalty: 600.588257
	Iteration 24Q: 3 clusters Score -33641.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -33642.335938 Penalty: 600.588257
	Iteration 25Q: 3 clusters Score -33642.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -33642.617188 Penalty: 600.588257
	Iteration 26Q: 3 clusters Score -33642.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -33642.617188 Penalty: 600.588257
	Iteration 27F: 3 clusters Score -33642.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13227.187500 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -13227.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12884.960938 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -12884.96 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12956.671875 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -12956.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12980.791016 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -12980.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12997.024414 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -12997.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13003.308594 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -13003.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13008.547852 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -13008.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13009.072266 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -13009.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13009.072266 Penalty: 510.127991
	Iteration 7F: 3 clusters Score -13009.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Entering Unmasked Estep 
Score: -2385537.000000 Penalty: 489.238037
	Iteration 0F: 2 clusters Score -2385537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2354076.000000 Penalty: 978.476074
	Iteration 0F: 3 clusters Score -2354076 nChanged 22607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -2367600.250000 Penalty: 978.476074
	Iteration 1F: 3 clusters Score -2367600 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -2368385.750000 Penalty: 978.476074
	Iteration 2Q: 3 clusters Score -2368386 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -2369507.750000 Penalty: 978.476074
	Iteration 3F: 3 clusters Score -2369508 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -2371146.500000 Penalty: 978.476074
	Iteration 4F: 3 clusters Score -2371146 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -2373697.750000 Penalty: 978.476074
	Iteration 5F: 3 clusters Score -2373698 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -2377326.250000 Penalty: 978.476074
	Iteration 6F: 3 clusters Score -2377326 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -2381072.500000 Penalty: 978.476074
	Iteration 7F: 3 clusters Score -2381072 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -2383623.750000 Penalty: 978.476074
	Iteration 8F: 3 clusters Score -2383624 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -2384705.750000 Penalty: 978.476074
	Iteration 9Q: 3 clusters Score -2384706 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -2384996.000000 Penalty: 978.476074
	Iteration 10Q: 3 clusters Score -2384996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -2385074.500000 Penalty: 978.476074
	Iteration 11Q: 3 clusters Score -2385074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -2385091.250000 Penalty: 978.476074
	Iteration 12Q: 3 clusters Score -2385091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -2385100.750000 Penalty: 978.476074
	Iteration 13Q: 3 clusters Score -2385101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -2385107.000000 Penalty: 978.476074
	Iteration 14Q: 3 clusters Score -2385107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -2385108.500000 Penalty: 978.476074
	Iteration 15Q: 3 clusters Score -2385108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -2385108.500000 Penalty: 978.476074
	Iteration 16F: 3 clusters Score -2385108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -138684.359375 Penalty: 358.490540
	Iteration 0F: 2 clusters Score -138684.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -136791.796875 Penalty: 716.981079
	Iteration 0F: 3 clusters Score -136791.8 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -137431.640625 Penalty: 716.981079
	Iteration 1F: 3 clusters Score -137431.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -137524.781250 Penalty: 716.981079
	Iteration 2F: 3 clusters Score -137524.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -137622.046875 Penalty: 716.981079
	Iteration 3F: 3 clusters Score -137622 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -137728.250000 Penalty: 716.981079
	Iteration 4F: 3 clusters Score -137728.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -137825.062500 Penalty: 716.981079
	Iteration 5F: 3 clusters Score -137825.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -137893.531250 Penalty: 716.981079
	Iteration 6Q: 3 clusters Score -137893.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -137963.265625 Penalty: 716.981079
	Iteration 7Q: 3 clusters Score -137963.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -138023.906250 Penalty: 716.981079
	Iteration 8Q: 3 clusters Score -138023.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -138060.531250 Penalty: 716.981079
	Iteration 9Q: 3 clusters Score -138060.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -138085.250000 Penalty: 716.981079
	Iteration 10Q: 3 clusters Score -138085.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -138101.546875 Penalty: 716.981079
	Iteration 11Q: 3 clusters Score -138101.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -138116.718750 Penalty: 716.981079
	Iteration 12Q: 3 clusters Score -138116.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -138123.296875 Penalty: 716.981079
	Iteration 13Q: 3 clusters Score -138123.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -138130.890625 Penalty: 716.981079
	Iteration 14Q: 3 clusters Score -138130.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -138137.343750 Penalty: 716.981079
	Iteration 15Q: 3 clusters Score -138137.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -138140.812500 Penalty: 716.981079
	Iteration 16Q: 3 clusters Score -138140.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -138143.718750 Penalty: 716.981079
	Iteration 17Q: 3 clusters Score -138143.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -138147.421875 Penalty: 716.981079
	Iteration 18Q: 3 clusters Score -138147.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -138150.953125 Penalty: 716.981079
	Iteration 19Q: 3 clusters Score -138151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -138153.796875 Penalty: 716.981079
	Iteration 20F: 3 clusters Score -138153.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -138156.328125 Penalty: 716.981079
	Iteration 21Q: 3 clusters Score -138156.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -138159.453125 Penalty: 716.981079
	Iteration 22Q: 3 clusters Score -138159.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -138162.359375 Penalty: 716.981079
	Iteration 23Q: 3 clusters Score -138162.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -138165.484375 Penalty: 716.981079
	Iteration 24Q: 3 clusters Score -138165.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -138168.796875 Penalty: 716.981079
	Iteration 25Q: 3 clusters Score -138168.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -138171.343750 Penalty: 716.981079
	Iteration 26Q: 3 clusters Score -138171.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -138172.968750 Penalty: 716.981079
	Iteration 27Q: 3 clusters Score -138173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -138174.421875 Penalty: 716.981079
	Iteration 28Q: 3 clusters Score -138174.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -138175.265625 Penalty: 716.981079
	Iteration 29Q: 3 clusters Score -138175.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -138175.921875 Penalty: 716.981079
	Iteration 30Q: 3 clusters Score -138175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -138176.062500 Penalty: 716.981079
	Iteration 31Q: 3 clusters Score -138176.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -138176.500000 Penalty: 716.981079
	Iteration 32Q: 3 clusters Score -138176.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -138176.500000 Penalty: 716.981079
	Iteration 33F: 3 clusters Score -138176.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -28554.460938 Penalty: 287.101288
	Iteration 0F: 2 clusters Score -28554.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28032.138672 Penalty: 574.202576
	Iteration 0F: 3 clusters Score -28032.14 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28185.767578 Penalty: 574.202576
	Iteration 1F: 3 clusters Score -28185.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28247.037109 Penalty: 574.202576
	Iteration 2F: 3 clusters Score -28247.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28290.556641 Penalty: 574.202576
	Iteration 3F: 3 clusters Score -28290.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28326.179688 Penalty: 574.202576
	Iteration 4Q: 3 clusters Score -28326.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28364.802734 Penalty: 574.202576
	Iteration 5Q: 3 clusters Score -28364.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28395.593750 Penalty: 574.202576
	Iteration 6Q: 3 clusters Score -28395.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28408.115234 Penalty: 574.202576
	Iteration 7Q: 3 clusters Score -28408.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28424.218750 Penalty: 574.202576
	Iteration 8Q: 3 clusters Score -28424.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28428.978516 Penalty: 574.202576
	Iteration 9Q: 3 clusters Score -28428.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28432.802734 Penalty: 574.202576
	Iteration 10Q: 3 clusters Score -28432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28436.976562 Penalty: 574.202576
	Iteration 11Q: 3 clusters Score -28436.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28439.248047 Penalty: 574.202576
	Iteration 12Q: 3 clusters Score -28439.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28439.871094 Penalty: 574.202576
	Iteration 13Q: 3 clusters Score -28439.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28439.871094 Penalty: 574.202576
	Iteration 14F: 3 clusters Score -28439.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Entering Unmasked Estep 
Score: -890832.500000 Penalty: 440.090179
	Iteration 0F: 2 clusters Score -890832.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -880336.125000 Penalty: 880.180359
	Iteration 0F: 3 clusters Score -880336.1 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -884808.312500 Penalty: 880.180359
	Iteration 1F: 3 clusters Score -884808.3 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -885302.375000 Penalty: 880.180359
	Iteration 2F: 3 clusters Score -885302.4 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -886020.625000 Penalty: 880.180359
	Iteration 3F: 3 clusters Score -886020.6 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -886899.125000 Penalty: 880.180359
	Iteration 4F: 3 clusters Score -886899.1 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -887799.812500 Penalty: 880.180359
	Iteration 5F: 3 clusters Score -887799.8 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -888371.812500 Penalty: 880.180359
	Iteration 6F: 3 clusters Score -888371.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -888542.562500 Penalty: 880.180359
	Iteration 7Q: 3 clusters Score -888542.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -888612.375000 Penalty: 880.180359
	Iteration 8Q: 3 clusters Score -888612.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -888674.562500 Penalty: 880.180359
	Iteration 9Q: 3 clusters Score -888674.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -888726.125000 Penalty: 880.180359
	Iteration 10Q: 3 clusters Score -888726.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -888764.687500 Penalty: 880.180359
	Iteration 11Q: 3 clusters Score -888764.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -888802.812500 Penalty: 880.180359
	Iteration 12Q: 3 clusters Score -888802.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -888827.500000 Penalty: 880.180359
	Iteration 13Q: 3 clusters Score -888827.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -888857.000000 Penalty: 880.180359
	Iteration 14Q: 3 clusters Score -888857 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -888888.625000 Penalty: 880.180359
	Iteration 15Q: 3 clusters Score -888888.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -888923.812500 Penalty: 880.180359
	Iteration 16Q: 3 clusters Score -888923.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -888958.125000 Penalty: 880.180359
	Iteration 17Q: 3 clusters Score -888958.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -888984.625000 Penalty: 880.180359
	Iteration 18Q: 3 clusters Score -888984.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -889013.125000 Penalty: 880.180359
	Iteration 19Q: 3 clusters Score -889013.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -889042.437500 Penalty: 880.180359
	Iteration 20F: 3 clusters Score -889042.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -889066.187500 Penalty: 880.180359
	Iteration 21Q: 3 clusters Score -889066.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -889090.750000 Penalty: 880.180359
	Iteration 22Q: 3 clusters Score -889090.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -889107.500000 Penalty: 880.180359
	Iteration 23Q: 3 clusters Score -889107.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -889126.562500 Penalty: 880.180359
	Iteration 24Q: 3 clusters Score -889126.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -889142.312500 Penalty: 880.180359
	Iteration 25Q: 3 clusters Score -889142.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -889157.250000 Penalty: 880.180359
	Iteration 26Q: 3 clusters Score -889157.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -889169.812500 Penalty: 880.180359
	Iteration 27Q: 3 clusters Score -889169.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -889183.437500 Penalty: 880.180359
	Iteration 28Q: 3 clusters Score -889183.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -889193.750000 Penalty: 880.180359
	Iteration 29Q: 3 clusters Score -889193.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -889209.500000 Penalty: 880.180359
	Iteration 30Q: 3 clusters Score -889209.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -889220.000000 Penalty: 880.180359
	Iteration 31Q: 3 clusters Score -889220 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -889232.375000 Penalty: 880.180359
	Iteration 32Q: 3 clusters Score -889232.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -889246.000000 Penalty: 880.180359
	Iteration 33Q: 3 clusters Score -889246 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -889265.500000 Penalty: 880.180359
	Iteration 34Q: 3 clusters Score -889265.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -889280.312500 Penalty: 880.180359
	Iteration 35Q: 3 clusters Score -889280.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -889297.812500 Penalty: 880.180359
	Iteration 36Q: 3 clusters Score -889297.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -889314.125000 Penalty: 880.180359
	Iteration 37Q: 3 clusters Score -889314.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -889338.562500 Penalty: 880.180359
	Iteration 38Q: 3 clusters Score -889338.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -889358.312500 Penalty: 880.180359
	Iteration 39Q: 3 clusters Score -889358.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -889386.312500 Penalty: 880.180359
	Iteration 40F: 3 clusters Score -889386.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -889413.437500 Penalty: 880.180359
	Iteration 41Q: 3 clusters Score -889413.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -889442.687500 Penalty: 880.180359
	Iteration 42Q: 3 clusters Score -889442.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -889476.562500 Penalty: 880.180359
	Iteration 43Q: 3 clusters Score -889476.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -889506.312500 Penalty: 880.180359
	Iteration 44Q: 3 clusters Score -889506.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -889545.000000 Penalty: 880.180359
	Iteration 45Q: 3 clusters Score -889545 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -889576.312500 Penalty: 880.180359
	Iteration 46Q: 3 clusters Score -889576.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -889610.187500 Penalty: 880.180359
	Iteration 47Q: 3 clusters Score -889610.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -889644.500000 Penalty: 880.180359
	Iteration 48Q: 3 clusters Score -889644.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -889689.562500 Penalty: 880.180359
	Iteration 49Q: 3 clusters Score -889689.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -889731.750000 Penalty: 880.180359
	Iteration 50Q: 3 clusters Score -889731.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -889768.312500 Penalty: 880.180359
	Iteration 51Q: 3 clusters Score -889768.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -889803.000000 Penalty: 880.180359
	Iteration 52Q: 3 clusters Score -889803 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -889828.437500 Penalty: 880.180359
	Iteration 53Q: 3 clusters Score -889828.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -889849.312500 Penalty: 880.180359
	Iteration 54Q: 3 clusters Score -889849.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -889876.437500 Penalty: 880.180359
	Iteration 55Q: 3 clusters Score -889876.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -889906.625000 Penalty: 880.180359
	Iteration 56Q: 3 clusters Score -889906.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -889935.937500 Penalty: 880.180359
	Iteration 57Q: 3 clusters Score -889935.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -889966.062500 Penalty: 880.180359
	Iteration 58Q: 3 clusters Score -889966.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -889989.687500 Penalty: 880.180359
	Iteration 59Q: 3 clusters Score -889989.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -890014.312500 Penalty: 880.180359
	Iteration 60F: 3 clusters Score -890014.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -890046.375000 Penalty: 880.180359
	Iteration 61Q: 3 clusters Score -890046.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -890081.562500 Penalty: 880.180359
	Iteration 62Q: 3 clusters Score -890081.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -890113.875000 Penalty: 880.180359
	Iteration 63Q: 3 clusters Score -890113.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -890141.625000 Penalty: 880.180359
	Iteration 64Q: 3 clusters Score -890141.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -890162.875000 Penalty: 880.180359
	Iteration 65Q: 3 clusters Score -890162.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -890183.375000 Penalty: 880.180359
	Iteration 66Q: 3 clusters Score -890183.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -890205.687500 Penalty: 880.180359
	Iteration 67Q: 3 clusters Score -890205.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -890221.062500 Penalty: 880.180359
	Iteration 68Q: 3 clusters Score -890221.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -890234.375000 Penalty: 880.180359
	Iteration 69Q: 3 clusters Score -890234.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -890252.000000 Penalty: 880.180359
	Iteration 70Q: 3 clusters Score -890252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -890260.500000 Penalty: 880.180359
	Iteration 71Q: 3 clusters Score -890260.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -890272.625000 Penalty: 880.180359
	Iteration 72Q: 3 clusters Score -890272.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -890284.875000 Penalty: 880.180359
	Iteration 73Q: 3 clusters Score -890284.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -890298.187500 Penalty: 880.180359
	Iteration 74Q: 3 clusters Score -890298.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -890307.000000 Penalty: 880.180359
	Iteration 75Q: 3 clusters Score -890307 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -890317.625000 Penalty: 880.180359
	Iteration 76Q: 3 clusters Score -890317.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -890332.437500 Penalty: 880.180359
	Iteration 77Q: 3 clusters Score -890332.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -890347.750000 Penalty: 880.180359
	Iteration 78Q: 3 clusters Score -890347.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -890362.625000 Penalty: 880.180359
	Iteration 79Q: 3 clusters Score -890362.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -890380.125000 Penalty: 880.180359
	Iteration 80F: 3 clusters Score -890380.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -890390.750000 Penalty: 880.180359
	Iteration 81Q: 3 clusters Score -890390.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -890410.187500 Penalty: 880.180359
	Iteration 82Q: 3 clusters Score -890410.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -890430.250000 Penalty: 880.180359
	Iteration 83Q: 3 clusters Score -890430.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -890448.375000 Penalty: 880.180359
	Iteration 84Q: 3 clusters Score -890448.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -890463.250000 Penalty: 880.180359
	Iteration 85Q: 3 clusters Score -890463.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -890473.125000 Penalty: 880.180359
	Iteration 86Q: 3 clusters Score -890473.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -890486.500000 Penalty: 880.180359
	Iteration 87Q: 3 clusters Score -890486.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -890493.500000 Penalty: 880.180359
	Iteration 88Q: 3 clusters Score -890493.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -890502.125000 Penalty: 880.180359
	Iteration 89Q: 3 clusters Score -890502.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -890508.750000 Penalty: 880.180359
	Iteration 90Q: 3 clusters Score -890508.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -890515.000000 Penalty: 880.180359
	Iteration 91Q: 3 clusters Score -890515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -890519.437500 Penalty: 880.180359
	Iteration 92Q: 3 clusters Score -890519.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -890528.687500 Penalty: 880.180359
	Iteration 93Q: 3 clusters Score -890528.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -890539.375000 Penalty: 880.180359
	Iteration 94Q: 3 clusters Score -890539.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -890543.437500 Penalty: 880.180359
	Iteration 95Q: 3 clusters Score -890543.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -890549.562500 Penalty: 880.180359
	Iteration 96Q: 3 clusters Score -890549.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -890549.750000 Penalty: 880.180359
	Iteration 97Q: 3 clusters Score -890549.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -890551.875000 Penalty: 880.180359
	Iteration 98Q: 3 clusters Score -890551.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -890552.625000 Penalty: 880.180359
	Iteration 99Q: 3 clusters Score -890552.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -890551.250000 Penalty: 880.180359
	Iteration 100F: 3 clusters Score -890551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -890552.562500 Penalty: 880.180359
	Iteration 101Q: 3 clusters Score -890552.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -890554.187500 Penalty: 880.180359
	Iteration 102Q: 3 clusters Score -890554.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -890556.187500 Penalty: 880.180359
	Iteration 103Q: 3 clusters Score -890556.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -890557.812500 Penalty: 880.180359
	Iteration 104Q: 3 clusters Score -890557.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -890557.812500 Penalty: 880.180359
	Iteration 105Q: 3 clusters Score -890557.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -890556.312500 Penalty: 880.180359
	Iteration 106Q: 3 clusters Score -890556.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -890556.312500 Penalty: 880.180359
	Iteration 107F: 3 clusters Score -890556.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -15234.957031 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -15234.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14856.833984 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -14856.83 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14968.366211 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -14968.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15003.232422 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -15003.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15038.142578 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -15038.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15048.083008 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -15048.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15063.949219 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -15063.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15072.807617 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -15072.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15083.620117 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -15083.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15090.562500 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -15090.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15095.101562 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -15095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15100.269531 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -15100.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15101.310547 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -15101.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15103.047852 Penalty: 532.550415
	Iteration 12Q: 3 clusters Score -15103.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -15105.896484 Penalty: 532.550415
	Iteration 13Q: 3 clusters Score -15105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15110.692383 Penalty: 532.550415
	Iteration 14Q: 3 clusters Score -15110.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -15116.216797 Penalty: 532.550415
	Iteration 15Q: 3 clusters Score -15116.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -15127.158203 Penalty: 532.550415
	Iteration 16Q: 3 clusters Score -15127.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -15127.844727 Penalty: 532.550415
	Iteration 17Q: 3 clusters Score -15127.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -15127.844727 Penalty: 532.550415
	Iteration 18F: 3 clusters Score -15127.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -12743.800781 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -12743.8 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 128 members 
Entering Unmasked Estep 
Score: -12427.362305 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -12427.36 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12499.664062 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -12499.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12524.577148 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -12524.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12534.290039 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -12534.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12537.792969 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -12537.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12538.142578 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -12538.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12538.142578 Penalty: 506.371338
	Iteration 6F: 3 clusters Score -12538.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Entering Unmasked Estep 
Score: -203913.750000 Penalty: 377.741821
	Iteration 0F: 2 clusters Score -203913.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -201140.593750 Penalty: 755.483643
	Iteration 0F: 3 clusters Score -201140.6 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -202245.437500 Penalty: 755.483643
	Iteration 1F: 3 clusters Score -202245.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -202483.312500 Penalty: 755.483643
	Iteration 2F: 3 clusters Score -202483.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -202705.062500 Penalty: 755.483643
	Iteration 3F: 3 clusters Score -202705.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -202914.578125 Penalty: 755.483643
	Iteration 4F: 3 clusters Score -202914.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -203120.734375 Penalty: 755.483643
	Iteration 5F: 3 clusters Score -203120.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -203272.859375 Penalty: 755.483643
	Iteration 6F: 3 clusters Score -203272.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -203380.484375 Penalty: 755.483643
	Iteration 7Q: 3 clusters Score -203380.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -203484.187500 Penalty: 755.483643
	Iteration 8Q: 3 clusters Score -203484.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -203546.046875 Penalty: 755.483643
	Iteration 9Q: 3 clusters Score -203546 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -203590.250000 Penalty: 755.483643
	Iteration 10Q: 3 clusters Score -203590.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -203610.578125 Penalty: 755.483643
	Iteration 11Q: 3 clusters Score -203610.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -203625.796875 Penalty: 755.483643
	Iteration 12Q: 3 clusters Score -203625.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -203633.156250 Penalty: 755.483643
	Iteration 13Q: 3 clusters Score -203633.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -203636.312500 Penalty: 755.483643
	Iteration 14Q: 3 clusters Score -203636.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -203637.937500 Penalty: 755.483643
	Iteration 15Q: 3 clusters Score -203637.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -203639.140625 Penalty: 755.483643
	Iteration 16Q: 3 clusters Score -203639.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -203640.312500 Penalty: 755.483643
	Iteration 17Q: 3 clusters Score -203640.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -203642.796875 Penalty: 755.483643
	Iteration 18Q: 3 clusters Score -203642.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -203644.328125 Penalty: 755.483643
	Iteration 19Q: 3 clusters Score -203644.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -203644.625000 Penalty: 755.483643
	Iteration 20F: 3 clusters Score -203644.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -203644.781250 Penalty: 755.483643
	Iteration 21Q: 3 clusters Score -203644.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -203645.875000 Penalty: 755.483643
	Iteration 22Q: 3 clusters Score -203645.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -203654.156250 Penalty: 755.483643
	Iteration 23Q: 3 clusters Score -203654.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -203660.656250 Penalty: 755.483643
	Iteration 24Q: 3 clusters Score -203660.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -203663.921875 Penalty: 755.483643
	Iteration 25Q: 3 clusters Score -203663.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -203665.921875 Penalty: 755.483643
	Iteration 26Q: 3 clusters Score -203665.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -203668.078125 Penalty: 755.483643
	Iteration 27Q: 3 clusters Score -203668.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -203669.234375 Penalty: 755.483643
	Iteration 28Q: 3 clusters Score -203669.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -203670.296875 Penalty: 755.483643
	Iteration 29Q: 3 clusters Score -203670.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -203671.015625 Penalty: 755.483643
	Iteration 30Q: 3 clusters Score -203671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -203671.750000 Penalty: 755.483643
	Iteration 31Q: 3 clusters Score -203671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -203672.250000 Penalty: 755.483643
	Iteration 32Q: 3 clusters Score -203672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -203671.937500 Penalty: 755.483643
	Iteration 33Q: 3 clusters Score -203671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -203672.328125 Penalty: 755.483643
	Iteration 34Q: 3 clusters Score -203672.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -203672.328125 Penalty: 755.483643
	Iteration 35F: 3 clusters Score -203672.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -18648.281250 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -18648.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18255.027344 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -18255.03 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18345.386719 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -18345.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18359.822266 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -18359.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18366.632812 Penalty: 540.315796
	Iteration 3Q: 3 clusters Score -18366.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18372.013672 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -18372.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18372.787109 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -18372.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18372.787109 Penalty: 540.315796
	Iteration 6F: 3 clusters Score -18372.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -37975.265625 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -37975.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -37275.738281 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -37275.74 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -37469.234375 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -37469.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37508.191406 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -37508.19 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -37538.363281 Penalty: 612.739563
	Iteration 3F: 3 clusters Score -37538.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37579.484375 Penalty: 612.739563
	Iteration 4Q: 3 clusters Score -37579.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37637.726562 Penalty: 612.739563
	Iteration 5Q: 3 clusters Score -37637.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37692.925781 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -37692.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -37745.226562 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -37745.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37798.699219 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -37798.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -37854.175781 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -37854.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -37881.144531 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -37881.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -37903.828125 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -37903.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -37919.867188 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -37919.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -37932.664062 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -37932.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -37941.335938 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -37941.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -37943.894531 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -37943.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -37952.457031 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -37952.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -37955.523438 Penalty: 612.739563
	Iteration 17Q: 3 clusters Score -37955.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -37959.414062 Penalty: 612.739563
	Iteration 18Q: 3 clusters Score -37959.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -37964.867188 Penalty: 612.739563
	Iteration 19Q: 3 clusters Score -37964.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -37966.101562 Penalty: 612.739563
	Iteration 20F: 3 clusters Score -37966.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -37967.101562 Penalty: 612.739563
	Iteration 21Q: 3 clusters Score -37967.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -37967.191406 Penalty: 612.739563
	Iteration 22Q: 3 clusters Score -37967.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -37967.191406 Penalty: 612.739563
	Iteration 23F: 3 clusters Score -37967.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -107166.335938 Penalty: 345.084045
	Iteration 0F: 2 clusters Score -107166.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -105719.968750 Penalty: 690.168091
	Iteration 0F: 3 clusters Score -105720 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -106342.687500 Penalty: 690.168091
	Iteration 1F: 3 clusters Score -106342.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -106582.476562 Penalty: 690.168091
	Iteration 2F: 3 clusters Score -106582.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -106735.195312 Penalty: 690.168091
	Iteration 3F: 3 clusters Score -106735.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -106822.453125 Penalty: 690.168091
	Iteration 4F: 3 clusters Score -106822.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -106865.148438 Penalty: 690.168091
	Iteration 5Q: 3 clusters Score -106865.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -106880.695312 Penalty: 690.168091
	Iteration 6Q: 3 clusters Score -106880.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -106886.953125 Penalty: 690.168091
	Iteration 7Q: 3 clusters Score -106887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -106893.210938 Penalty: 690.168091
	Iteration 8Q: 3 clusters Score -106893.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -106896.132812 Penalty: 690.168091
	Iteration 9Q: 3 clusters Score -106896.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -106900.429688 Penalty: 690.168091
	Iteration 10Q: 3 clusters Score -106900.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -106903.187500 Penalty: 690.168091
	Iteration 11Q: 3 clusters Score -106903.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -106903.820312 Penalty: 690.168091
	Iteration 12Q: 3 clusters Score -106903.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -106904.992188 Penalty: 690.168091
	Iteration 13Q: 3 clusters Score -106905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -106906.398438 Penalty: 690.168091
	Iteration 14Q: 3 clusters Score -106906.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -106907.468750 Penalty: 690.168091
	Iteration 15Q: 3 clusters Score -106907.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -106908.070312 Penalty: 690.168091
	Iteration 16Q: 3 clusters Score -106908.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -106908.726562 Penalty: 690.168091
	Iteration 17Q: 3 clusters Score -106908.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -106909.210938 Penalty: 690.168091
	Iteration 18Q: 3 clusters Score -106909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -106909.179688 Penalty: 690.168091
	Iteration 19Q: 3 clusters Score -106909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -106909.500000 Penalty: 690.168091
	Iteration 20F: 3 clusters Score -106909.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -106909.648438 Penalty: 690.168091
	Iteration 21Q: 3 clusters Score -106909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -106909.976562 Penalty: 690.168091
	Iteration 22Q: 3 clusters Score -106910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -106910.539062 Penalty: 690.168091
	Iteration 23Q: 3 clusters Score -106910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106910.757812 Penalty: 690.168091
	Iteration 24Q: 3 clusters Score -106910.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106910.757812 Penalty: 690.168091
	Iteration 25F: 3 clusters Score -106910.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -17787.890625 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -17787.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17392.625000 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -17392.62 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17517.455078 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -17517.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17549.789062 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -17549.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -17588.433594 Penalty: 547.025330
	Iteration 3F: 3 clusters Score -17588.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17616.689453 Penalty: 547.025330
	Iteration 4Q: 3 clusters Score -17616.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17633.117188 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -17633.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17640.195312 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -17640.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17647.722656 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -17647.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17661.560547 Penalty: 547.025330
	Iteration 8Q: 3 clusters Score -17661.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17681.591797 Penalty: 547.025330
	Iteration 9Q: 3 clusters Score -17681.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17707.287109 Penalty: 547.025330
	Iteration 10Q: 3 clusters Score -17707.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17748.822266 Penalty: 547.025330
	Iteration 11Q: 3 clusters Score -17748.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17776.857422 Penalty: 547.025330
	Iteration 12Q: 3 clusters Score -17776.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17783.796875 Penalty: 547.025330
	Iteration 13Q: 3 clusters Score -17783.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17786.318359 Penalty: 547.025330
	Iteration 14Q: 3 clusters Score -17786.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17786.539062 Penalty: 547.025330
	Iteration 15Q: 3 clusters Score -17786.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17786.539062 Penalty: 547.025330
	Iteration 16F: 3 clusters Score -17786.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -5895.251953 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -5895.252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5654.865723 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -5654.866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5691.225098 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -5691.225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5703.922852 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -5703.923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5711.152344 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -5711.152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5712.250488 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -5712.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5712.250488 Penalty: 439.376556
	Iteration 5F: 3 clusters Score -5712.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -25269.914062 Penalty: 283.397247
	Iteration 0F: 2 clusters Score -25269.91 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 253 members 
Entering Unmasked Estep 
Score: -24801.644531 Penalty: 566.794495
	Iteration 0F: 3 clusters Score -24801.64 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24965.490234 Penalty: 566.794495
	Iteration 1F: 3 clusters Score -24965.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -25000.343750 Penalty: 566.794495
	Iteration 2F: 3 clusters Score -25000.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25032.373047 Penalty: 566.794495
	Iteration 3Q: 3 clusters Score -25032.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25059.164062 Penalty: 566.794495
	Iteration 4Q: 3 clusters Score -25059.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25101.220703 Penalty: 566.794495
	Iteration 5Q: 3 clusters Score -25101.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25124.660156 Penalty: 566.794495
	Iteration 6Q: 3 clusters Score -25124.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -25144.285156 Penalty: 566.794495
	Iteration 7Q: 3 clusters Score -25144.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -25156.517578 Penalty: 566.794495
	Iteration 8Q: 3 clusters Score -25156.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25160.546875 Penalty: 566.794495
	Iteration 9Q: 3 clusters Score -25160.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25162.378906 Penalty: 566.794495
	Iteration 10Q: 3 clusters Score -25162.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -25162.601562 Penalty: 566.794495
	Iteration 11Q: 3 clusters Score -25162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25162.822266 Penalty: 566.794495
	Iteration 12Q: 3 clusters Score -25162.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25163.015625 Penalty: 566.794495
	Iteration 13Q: 3 clusters Score -25163.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25163.015625 Penalty: 566.794495
	Iteration 14F: 3 clusters Score -25163.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -23795.306641 Penalty: 278.473541
	Iteration 0F: 2 clusters Score -23795.31 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 224 members 
Entering Unmasked Estep 
Score: -23328.111328 Penalty: 556.947083
	Iteration 0F: 3 clusters Score -23328.11 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23439.896484 Penalty: 556.947083
	Iteration 1F: 3 clusters Score -23439.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23472.488281 Penalty: 556.947083
	Iteration 2F: 3 clusters Score -23472.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23524.214844 Penalty: 556.947083
	Iteration 3F: 3 clusters Score -23524.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23594.023438 Penalty: 556.947083
	Iteration 4F: 3 clusters Score -23594.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23642.638672 Penalty: 556.947083
	Iteration 5F: 3 clusters Score -23642.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23677.537109 Penalty: 556.947083
	Iteration 6Q: 3 clusters Score -23677.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -23693.425781 Penalty: 556.947083
	Iteration 7Q: 3 clusters Score -23693.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -23704.056641 Penalty: 556.947083
	Iteration 8Q: 3 clusters Score -23704.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -23720.267578 Penalty: 556.947083
	Iteration 9Q: 3 clusters Score -23720.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -23728.025391 Penalty: 556.947083
	Iteration 10Q: 3 clusters Score -23728.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -23735.208984 Penalty: 556.947083
	Iteration 11Q: 3 clusters Score -23735.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -23739.134766 Penalty: 556.947083
	Iteration 12Q: 3 clusters Score -23739.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -23740.687500 Penalty: 556.947083
	Iteration 13Q: 3 clusters Score -23740.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -23740.687500 Penalty: 556.947083
	Iteration 14F: 3 clusters Score -23740.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (66449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Entering Unmasked Estep 
Score: -3607054.000000 Penalty: 505.240631
	Iteration 0F: 2 clusters Score -3607054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -3562017.000000 Penalty: 1010.481262
	Iteration 0F: 3 clusters Score -3562017 nChanged 32491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -3582000.250000 Penalty: 1010.481262
	Iteration 1F: 3 clusters Score -3582000 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -3583613.750000 Penalty: 1010.481262
	Iteration 2F: 3 clusters Score -3583614 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -3586233.000000 Penalty: 1010.481262
	Iteration 3F: 3 clusters Score -3586233 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -3590207.250000 Penalty: 1010.481262
	Iteration 4F: 3 clusters Score -3590207 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -3594824.250000 Penalty: 1010.481262
	Iteration 5F: 3 clusters Score -3594824 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -3598152.750000 Penalty: 1010.481262
	Iteration 6F: 3 clusters Score -3598153 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -3599739.000000 Penalty: 1010.481262
	Iteration 7Q: 3 clusters Score -3599739 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -3600628.250000 Penalty: 1010.481262
	Iteration 8Q: 3 clusters Score -3600628 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -3601370.000000 Penalty: 1010.481262
	Iteration 9Q: 3 clusters Score -3601370 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -3602048.500000 Penalty: 1010.481262
	Iteration 10Q: 3 clusters Score -3602048 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -3602684.750000 Penalty: 1010.481262
	Iteration 11Q: 3 clusters Score -3602685 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -3603217.250000 Penalty: 1010.481262
	Iteration 12Q: 3 clusters Score -3603217 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -3603638.750000 Penalty: 1010.481262
	Iteration 13Q: 3 clusters Score -3603639 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -3603950.750000 Penalty: 1010.481262
	Iteration 14Q: 3 clusters Score -3603951 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -3604185.750000 Penalty: 1010.481262
	Iteration 15Q: 3 clusters Score -3604186 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -3604346.500000 Penalty: 1010.481262
	Iteration 16Q: 3 clusters Score -3604346 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -3604476.750000 Penalty: 1010.481262
	Iteration 17Q: 3 clusters Score -3604477 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -3604599.500000 Penalty: 1010.481262
	Iteration 18Q: 3 clusters Score -3604600 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -3604674.250000 Penalty: 1010.481262
	Iteration 19Q: 3 clusters Score -3604674 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -3604748.000000 Penalty: 1010.481262
	Iteration 20F: 3 clusters Score -3604748 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -3604808.750000 Penalty: 1010.481262
	Iteration 21Q: 3 clusters Score -3604809 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -3604873.250000 Penalty: 1010.481262
	Iteration 22Q: 3 clusters Score -3604873 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -3604925.000000 Penalty: 1010.481262
	Iteration 23Q: 3 clusters Score -3604925 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -3604978.500000 Penalty: 1010.481262
	Iteration 24Q: 3 clusters Score -3604978 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -3605040.750000 Penalty: 1010.481262
	Iteration 25Q: 3 clusters Score -3605041 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -3605120.250000 Penalty: 1010.481262
	Iteration 26Q: 3 clusters Score -3605120 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -3605178.000000 Penalty: 1010.481262
	Iteration 27Q: 3 clusters Score -3605178 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -3605256.500000 Penalty: 1010.481262
	Iteration 28Q: 3 clusters Score -3605256 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -3605299.500000 Penalty: 1010.481262
	Iteration 29Q: 3 clusters Score -3605300 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -3605344.250000 Penalty: 1010.481262
	Iteration 30Q: 3 clusters Score -3605344 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -3605397.000000 Penalty: 1010.481262
	Iteration 31Q: 3 clusters Score -3605397 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -3605443.750000 Penalty: 1010.481262
	Iteration 32Q: 3 clusters Score -3605444 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -3605495.000000 Penalty: 1010.481262
	Iteration 33Q: 3 clusters Score -3605495 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -3605521.500000 Penalty: 1010.481262
	Iteration 34Q: 3 clusters Score -3605522 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -3605544.500000 Penalty: 1010.481262
	Iteration 35Q: 3 clusters Score -3605544 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 57523 members 
Entering Unmasked Estep 
Score: -3605582.500000 Penalty: 1010.481262
	Iteration 36Q: 3 clusters Score -3605582 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -3605613.250000 Penalty: 1010.481262
	Iteration 37Q: 3 clusters Score -3605613 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -3605658.750000 Penalty: 1010.481262
	Iteration 38Q: 3 clusters Score -3605659 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -3605691.000000 Penalty: 1010.481262
	Iteration 39Q: 3 clusters Score -3605691 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -3605757.000000 Penalty: 1010.481262
	Iteration 40F: 3 clusters Score -3605757 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -3605774.500000 Penalty: 1010.481262
	Iteration 41Q: 3 clusters Score -3605774 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -3605812.000000 Penalty: 1010.481262
	Iteration 42Q: 3 clusters Score -3605812 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -3605832.750000 Penalty: 1010.481262
	Iteration 43Q: 3 clusters Score -3605833 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -3605848.250000 Penalty: 1010.481262
	Iteration 44Q: 3 clusters Score -3605848 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -3605874.000000 Penalty: 1010.481262
	Iteration 45Q: 3 clusters Score -3605874 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -3605888.750000 Penalty: 1010.481262
	Iteration 46Q: 3 clusters Score -3605889 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 59894 members 
Entering Unmasked Estep 
Score: -3605909.500000 Penalty: 1010.481262
	Iteration 47Q: 3 clusters Score -3605910 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -3605941.000000 Penalty: 1010.481262
	Iteration 48Q: 3 clusters Score -3605941 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -3605971.500000 Penalty: 1010.481262
	Iteration 49Q: 3 clusters Score -3605972 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -3605997.250000 Penalty: 1010.481262
	Iteration 50Q: 3 clusters Score -3605997 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -3606018.250000 Penalty: 1010.481262
	Iteration 51Q: 3 clusters Score -3606018 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -3606039.750000 Penalty: 1010.481262
	Iteration 52Q: 3 clusters Score -3606040 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -3606058.250000 Penalty: 1010.481262
	Iteration 53Q: 3 clusters Score -3606058 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -3606086.750000 Penalty: 1010.481262
	Iteration 54Q: 3 clusters Score -3606087 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -3606113.500000 Penalty: 1010.481262
	Iteration 55Q: 3 clusters Score -3606114 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -3606121.750000 Penalty: 1010.481262
	Iteration 56Q: 3 clusters Score -3606122 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -3606141.500000 Penalty: 1010.481262
	Iteration 57Q: 3 clusters Score -3606142 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -3606159.250000 Penalty: 1010.481262
	Iteration 58Q: 3 clusters Score -3606159 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -3606171.750000 Penalty: 1010.481262
	Iteration 59Q: 3 clusters Score -3606172 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -3606188.500000 Penalty: 1010.481262
	Iteration 60F: 3 clusters Score -3606188 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -3606206.500000 Penalty: 1010.481262
	Iteration 61Q: 3 clusters Score -3606206 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -3606213.250000 Penalty: 1010.481262
	Iteration 62Q: 3 clusters Score -3606213 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -3606226.250000 Penalty: 1010.481262
	Iteration 63Q: 3 clusters Score -3606226 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 62220 members 
Entering Unmasked Estep 
Score: -3606244.500000 Penalty: 1010.481262
	Iteration 64Q: 3 clusters Score -3606244 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 62319 members 
Entering Unmasked Estep 
Score: -3606244.000000 Penalty: 1010.481262
	Iteration 65Q: 3 clusters Score -3606244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -3606270.000000 Penalty: 1010.481262
	Iteration 66Q: 3 clusters Score -3606270 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 62500 members 
Entering Unmasked Estep 
Score: -3606280.250000 Penalty: 1010.481262
	Iteration 67Q: 3 clusters Score -3606280 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -3606281.250000 Penalty: 1010.481262
	Iteration 68Q: 3 clusters Score -3606281 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -3606302.250000 Penalty: 1010.481262
	Iteration 69Q: 3 clusters Score -3606302 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -3606308.500000 Penalty: 1010.481262
	Iteration 70Q: 3 clusters Score -3606308 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -3606320.250000 Penalty: 1010.481262
	Iteration 71Q: 3 clusters Score -3606320 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 62908 members 
Entering Unmasked Estep 
Score: -3606344.500000 Penalty: 1010.481262
	Iteration 72Q: 3 clusters Score -3606344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 62971 members 
Entering Unmasked Estep 
Score: -3606351.500000 Penalty: 1010.481262
	Iteration 73Q: 3 clusters Score -3606352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -3606363.000000 Penalty: 1010.481262
	Iteration 74Q: 3 clusters Score -3606363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -3606362.000000 Penalty: 1010.481262
	Iteration 75Q: 3 clusters Score -3606362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 63145 members 
Entering Unmasked Estep 
Score: -3606368.000000 Penalty: 1010.481262
	Iteration 76Q: 3 clusters Score -3606368 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -3606380.250000 Penalty: 1010.481262
	Iteration 77Q: 3 clusters Score -3606380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -3606380.750000 Penalty: 1010.481262
	Iteration 78Q: 3 clusters Score -3606381 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -3606386.000000 Penalty: 1010.481262
	Iteration 79Q: 3 clusters Score -3606386 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -3606392.000000 Penalty: 1010.481262
	Iteration 80F: 3 clusters Score -3606392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -3606401.250000 Penalty: 1010.481262
	Iteration 81Q: 3 clusters Score -3606401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -3606404.250000 Penalty: 1010.481262
	Iteration 82Q: 3 clusters Score -3606404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 63522 members 
Entering Unmasked Estep 
Score: -3606404.250000 Penalty: 1010.481262
	Iteration 83Q: 3 clusters Score -3606404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 63563 members 
Entering Unmasked Estep 
Score: -3606407.750000 Penalty: 1010.481262
	Iteration 84Q: 3 clusters Score -3606408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -3606423.000000 Penalty: 1010.481262
	Iteration 85Q: 3 clusters Score -3606423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 63643 members 
Entering Unmasked Estep 
Score: -3606426.250000 Penalty: 1010.481262
	Iteration 86Q: 3 clusters Score -3606426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -3606442.500000 Penalty: 1010.481262
	Iteration 87Q: 3 clusters Score -3606442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -3606438.000000 Penalty: 1010.481262
	Iteration 88Q: 3 clusters Score -3606438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -3606445.000000 Penalty: 1010.481262
	Iteration 89Q: 3 clusters Score -3606445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 63792 members 
Entering Unmasked Estep 
Score: -3606450.000000 Penalty: 1010.481262
	Iteration 90Q: 3 clusters Score -3606450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -3606451.000000 Penalty: 1010.481262
	Iteration 91Q: 3 clusters Score -3606451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -3606453.250000 Penalty: 1010.481262
	Iteration 92Q: 3 clusters Score -3606453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -3606451.500000 Penalty: 1010.481262
	Iteration 93Q: 3 clusters Score -3606452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -3606446.750000 Penalty: 1010.481262
	Iteration 94Q: 3 clusters Score -3606447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -3606445.000000 Penalty: 1010.481262
	Iteration 95Q: 3 clusters Score -3606445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -3606444.250000 Penalty: 1010.481262
	Iteration 96Q: 3 clusters Score -3606444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -3606445.500000 Penalty: 1010.481262
	Iteration 97Q: 3 clusters Score -3606446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -3606443.750000 Penalty: 1010.481262
	Iteration 98Q: 3 clusters Score -3606444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 63912 members 
Entering Unmasked Estep 
Score: -3606447.250000 Penalty: 1010.481262
	Iteration 99Q: 3 clusters Score -3606447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -3606447.500000 Penalty: 1010.481262
	Iteration 100F: 3 clusters Score -3606448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 63941 members 
Entering Unmasked Estep 
Score: -3606449.500000 Penalty: 1010.481262
	Iteration 101Q: 3 clusters Score -3606450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -3606451.750000 Penalty: 1010.481262
	Iteration 102Q: 3 clusters Score -3606452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 63960 members 
Entering Unmasked Estep 
Score: -3606453.500000 Penalty: 1010.481262
	Iteration 103Q: 3 clusters Score -3606454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -3606454.250000 Penalty: 1010.481262
	Iteration 104Q: 3 clusters Score -3606454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -3606458.750000 Penalty: 1010.481262
	Iteration 105Q: 3 clusters Score -3606459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -3606457.250000 Penalty: 1010.481262
	Iteration 106Q: 3 clusters Score -3606457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 64015 members 
Entering Unmasked Estep 
Score: -3606462.250000 Penalty: 1010.481262
	Iteration 107Q: 3 clusters Score -3606462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -3606468.000000 Penalty: 1010.481262
	Iteration 108Q: 3 clusters Score -3606468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -3606462.500000 Penalty: 1010.481262
	Iteration 109Q: 3 clusters Score -3606462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -3606457.000000 Penalty: 1010.481262
	Iteration 110Q: 3 clusters Score -3606457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -3606456.750000 Penalty: 1010.481262
	Iteration 111Q: 3 clusters Score -3606457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -3606461.000000 Penalty: 1010.481262
	Iteration 112Q: 3 clusters Score -3606461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -3606461.250000 Penalty: 1010.481262
	Iteration 113Q: 3 clusters Score -3606461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -3606463.750000 Penalty: 1010.481262
	Iteration 114Q: 3 clusters Score -3606464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -3606467.500000 Penalty: 1010.481262
	Iteration 115Q: 3 clusters Score -3606468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -3606467.750000 Penalty: 1010.481262
	Iteration 116Q: 3 clusters Score -3606468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -3606469.250000 Penalty: 1010.481262
	Iteration 117Q: 3 clusters Score -3606469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 64219 members 
Entering Unmasked Estep 
Score: -3606467.500000 Penalty: 1010.481262
	Iteration 118Q: 3 clusters Score -3606468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -3606470.500000 Penalty: 1010.481262
	Iteration 119Q: 3 clusters Score -3606470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -3606470.250000 Penalty: 1010.481262
	Iteration 120F: 3 clusters Score -3606470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -3606472.000000 Penalty: 1010.481262
	Iteration 121Q: 3 clusters Score -3606472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 64254 members 
Entering Unmasked Estep 
Score: -3606469.750000 Penalty: 1010.481262
	Iteration 122Q: 3 clusters Score -3606470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -3606472.250000 Penalty: 1010.481262
	Iteration 123Q: 3 clusters Score -3606472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -3606475.000000 Penalty: 1010.481262
	Iteration 124Q: 3 clusters Score -3606475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -3606477.750000 Penalty: 1010.481262
	Iteration 125Q: 3 clusters Score -3606478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -3606479.000000 Penalty: 1010.481262
	Iteration 126Q: 3 clusters Score -3606479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -3606480.000000 Penalty: 1010.481262
	Iteration 127Q: 3 clusters Score -3606480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -3606477.750000 Penalty: 1010.481262
	Iteration 128Q: 3 clusters Score -3606478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -3606478.500000 Penalty: 1010.481262
	Iteration 129Q: 3 clusters Score -3606478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -3606476.250000 Penalty: 1010.481262
	Iteration 130Q: 3 clusters Score -3606476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -3606476.250000 Penalty: 1010.481262
	Iteration 131Q: 3 clusters Score -3606476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -3606476.250000 Penalty: 1010.481262
	Iteration 132Q: 3 clusters Score -3606476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -3606475.250000 Penalty: 1010.481262
	Iteration 133Q: 3 clusters Score -3606475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -3606478.250000 Penalty: 1010.481262
	Iteration 134Q: 3 clusters Score -3606478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -3606477.750000 Penalty: 1010.481262
	Iteration 135Q: 3 clusters Score -3606478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 64326 members 
Entering Unmasked Estep 
Score: -3606476.750000 Penalty: 1010.481262
	Iteration 136Q: 3 clusters Score -3606477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -3606478.000000 Penalty: 1010.481262
	Iteration 137Q: 3 clusters Score -3606478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -3606478.000000 Penalty: 1010.481262
	Iteration 138F: 3 clusters Score -3606478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -44643.242188 Penalty: 308.641296
	Iteration 0F: 2 clusters Score -44643.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -43915.203125 Penalty: 617.282593
	Iteration 0F: 3 clusters Score -43915.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -44123.847656 Penalty: 617.282593
	Iteration 1F: 3 clusters Score -44123.85 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -44207.289062 Penalty: 617.282593
	Iteration 2F: 3 clusters Score -44207.29 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -44280.328125 Penalty: 617.282593
	Iteration 3F: 3 clusters Score -44280.33 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -44356.164062 Penalty: 617.282593
	Iteration 4F: 3 clusters Score -44356.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -44408.359375 Penalty: 617.282593
	Iteration 5F: 3 clusters Score -44408.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -44436.312500 Penalty: 617.282593
	Iteration 6Q: 3 clusters Score -44436.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -44458.492188 Penalty: 617.282593
	Iteration 7Q: 3 clusters Score -44458.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -44481.171875 Penalty: 617.282593
	Iteration 8Q: 3 clusters Score -44481.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -44489.847656 Penalty: 617.282593
	Iteration 9Q: 3 clusters Score -44489.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -44496.343750 Penalty: 617.282593
	Iteration 10Q: 3 clusters Score -44496.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -44502.281250 Penalty: 617.282593
	Iteration 11Q: 3 clusters Score -44502.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -44503.453125 Penalty: 617.282593
	Iteration 12Q: 3 clusters Score -44503.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -44503.613281 Penalty: 617.282593
	Iteration 13Q: 3 clusters Score -44503.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -44503.613281 Penalty: 617.282593
	Iteration 14F: 3 clusters Score -44503.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -5429.292480 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -5429.292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5258.391602 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -5258.392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5331.072754 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -5331.073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5351.357910 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -5351.358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5356.392578 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -5356.393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5356.392578 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -5356.393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -14015.135742 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -14015.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13678.412109 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -13678.41 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13768.775391 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -13768.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13791.949219 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -13791.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13799.468750 Penalty: 524.060059
	Iteration 3Q: 3 clusters Score -13799.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13806.973633 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -13806.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13811.285156 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -13811.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13813.826172 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -13813.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13815.645508 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -13815.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13817.665039 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -13817.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13818.950195 Penalty: 524.060059
	Iteration 9Q: 3 clusters Score -13818.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13820.797852 Penalty: 524.060059
	Iteration 10Q: 3 clusters Score -13820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13821.639648 Penalty: 524.060059
	Iteration 11Q: 3 clusters Score -13821.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13821.639648 Penalty: 524.060059
	Iteration 12F: 3 clusters Score -13821.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -6019.330078 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -6019.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5796.502441 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -5796.502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5838.875488 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -5838.875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5845.156250 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -5845.156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5848.350586 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -5848.351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5848.350586 Penalty: 440.101654
	Iteration 4F: 3 clusters Score -5848.351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -24024.496094 Penalty: 286.685760
	Iteration 0F: 2 clusters Score -24024.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23519.570312 Penalty: 573.371521
	Iteration 0F: 3 clusters Score -23519.57 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23745.330078 Penalty: 573.371521
	Iteration 1F: 3 clusters Score -23745.33 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23819.248047 Penalty: 573.371521
	Iteration 2F: 3 clusters Score -23819.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23869.376953 Penalty: 573.371521
	Iteration 3F: 3 clusters Score -23869.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23934.148438 Penalty: 573.371521
	Iteration 4F: 3 clusters Score -23934.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23995.857422 Penalty: 573.371521
	Iteration 5Q: 3 clusters Score -23995.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -24061.757812 Penalty: 573.371521
	Iteration 6F: 3 clusters Score -24061.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24103.339844 Penalty: 573.371521
	Iteration 7Q: 3 clusters Score -24103.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24115.201172 Penalty: 573.371521
	Iteration 8Q: 3 clusters Score -24115.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24121.287109 Penalty: 573.371521
	Iteration 9Q: 3 clusters Score -24121.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24123.546875 Penalty: 573.371521
	Iteration 10Q: 3 clusters Score -24123.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24124.462891 Penalty: 573.371521
	Iteration 11Q: 3 clusters Score -24124.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24124.634766 Penalty: 573.371521
	Iteration 12Q: 3 clusters Score -24124.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24124.634766 Penalty: 573.371521
	Iteration 13F: 3 clusters Score -24124.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 54081 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 6 contains 15531 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46746 members 
Mstep: Class 12 contains 2641 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 15872 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 66449 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 295 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301409 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 250 members 
Entering Unmasked Estep 
Score: -27468954.000000 Penalty: 22205.326172
Splitting cluster 30 changes total score from -27469138.000000 to -27468954.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -58091.812500 Penalty: 320.503510
	Iteration 0F: 2 clusters Score -58091.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -57199.691406 Penalty: 641.007019
	Iteration 0F: 3 clusters Score -57199.69 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -57574.593750 Penalty: 641.007019
	Iteration 1F: 3 clusters Score -57574.59 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -57656.199219 Penalty: 641.007019
	Iteration 2F: 3 clusters Score -57656.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -57697.937500 Penalty: 641.007019
	Iteration 3F: 3 clusters Score -57697.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -57726.328125 Penalty: 641.007019
	Iteration 4Q: 3 clusters Score -57726.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57747.773438 Penalty: 641.007019
	Iteration 5Q: 3 clusters Score -57747.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -57765.125000 Penalty: 641.007019
	Iteration 6Q: 3 clusters Score -57765.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57772.890625 Penalty: 641.007019
	Iteration 7Q: 3 clusters Score -57772.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57781.812500 Penalty: 641.007019
	Iteration 8Q: 3 clusters Score -57781.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57786.773438 Penalty: 641.007019
	Iteration 9Q: 3 clusters Score -57786.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57793.007812 Penalty: 641.007019
	Iteration 10Q: 3 clusters Score -57793.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57798.410156 Penalty: 641.007019
	Iteration 11Q: 3 clusters Score -57798.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57801.917969 Penalty: 641.007019
	Iteration 12Q: 3 clusters Score -57801.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57808.101562 Penalty: 641.007019
	Iteration 13Q: 3 clusters Score -57808.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57814.273438 Penalty: 641.007019
	Iteration 14Q: 3 clusters Score -57814.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57822.367188 Penalty: 641.007019
	Iteration 15Q: 3 clusters Score -57822.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -57826.476562 Penalty: 641.007019
	Iteration 16Q: 3 clusters Score -57826.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57831.253906 Penalty: 641.007019
	Iteration 17Q: 3 clusters Score -57831.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57833.761719 Penalty: 641.007019
	Iteration 18Q: 3 clusters Score -57833.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -57836.589844 Penalty: 641.007019
	Iteration 19Q: 3 clusters Score -57836.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -57839.023438 Penalty: 641.007019
	Iteration 20F: 3 clusters Score -57839.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -57844.078125 Penalty: 641.007019
	Iteration 21Q: 3 clusters Score -57844.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57851.222656 Penalty: 641.007019
	Iteration 22Q: 3 clusters Score -57851.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -57859.785156 Penalty: 641.007019
	Iteration 23Q: 3 clusters Score -57859.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -57868.804688 Penalty: 641.007019
	Iteration 24Q: 3 clusters Score -57868.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -57875.136719 Penalty: 641.007019
	Iteration 25Q: 3 clusters Score -57875.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -57879.597656 Penalty: 641.007019
	Iteration 26Q: 3 clusters Score -57879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -57884.230469 Penalty: 641.007019
	Iteration 27Q: 3 clusters Score -57884.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -57886.726562 Penalty: 641.007019
	Iteration 28Q: 3 clusters Score -57886.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -57888.542969 Penalty: 641.007019
	Iteration 29Q: 3 clusters Score -57888.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -57889.925781 Penalty: 641.007019
	Iteration 30Q: 3 clusters Score -57889.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -57891.093750 Penalty: 641.007019
	Iteration 31Q: 3 clusters Score -57891.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -57891.269531 Penalty: 641.007019
	Iteration 32Q: 3 clusters Score -57891.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -57891.445312 Penalty: 641.007019
	Iteration 33Q: 3 clusters Score -57891.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -57892.074219 Penalty: 641.007019
	Iteration 34Q: 3 clusters Score -57892.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -57892.500000 Penalty: 641.007019
	Iteration 35Q: 3 clusters Score -57892.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -57892.500000 Penalty: 641.007019
	Iteration 36F: 3 clusters Score -57892.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (74 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Entering Unmasked Estep 
Score: -2291.147461 Penalty: 195.834961
	Iteration 0F: 2 clusters Score -2291.147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2145.595459 Penalty: 391.669922
	Iteration 0F: 3 clusters Score -2145.595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2218.034668 Penalty: 391.669922
	Iteration 1F: 3 clusters Score -2218.035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2260.964600 Penalty: 391.669922
	Iteration 2F: 3 clusters Score -2260.965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2278.833496 Penalty: 391.669922
	Iteration 3Q: 3 clusters Score -2278.833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2278.833496 Penalty: 391.669922
	Iteration 4F: 3 clusters Score -2278.833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (301409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301409 members 
Entering Unmasked Estep 
Score: -15963123.000000 Penalty: 574.038147
	Iteration 0F: 2 clusters Score -1.596312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150470 members 
Mstep: Class 2 contains 150939 members 
Entering Unmasked Estep 
Score: -15773908.000000 Penalty: 1148.076294
	Iteration 0F: 3 clusters Score -1.577391e+07 nChanged 148795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150843 members 
Mstep: Class 2 contains 150566 members 
Entering Unmasked Estep 
Score: -15868983.000000 Penalty: 1148.076294
	Iteration 1F: 3 clusters Score -1.586898e+07 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149729 members 
Mstep: Class 2 contains 151680 members 
Entering Unmasked Estep 
Score: -15872335.000000 Penalty: 1148.076294
	Iteration 2Q: 3 clusters Score -1.587234e+07 nChanged 12682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147691 members 
Mstep: Class 2 contains 153718 members 
Entering Unmasked Estep 
Score: -15876849.000000 Penalty: 1148.076294
	Iteration 3Q: 3 clusters Score -1.587685e+07 nChanged 14392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144393 members 
Mstep: Class 2 contains 157016 members 
Entering Unmasked Estep 
Score: -15883004.000000 Penalty: 1148.076294
	Iteration 4Q: 3 clusters Score -1.5883e+07 nChanged 16325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139780 members 
Mstep: Class 2 contains 161629 members 
Entering Unmasked Estep 
Score: -15892321.000000 Penalty: 1148.076294
	Iteration 5F: 3 clusters Score -1.589232e+07 nChanged 18118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134772 members 
Mstep: Class 2 contains 166637 members 
Entering Unmasked Estep 
Score: -15903265.000000 Penalty: 1148.076294
	Iteration 6F: 3 clusters Score -1.590326e+07 nChanged 18155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130701 members 
Mstep: Class 2 contains 170708 members 
Entering Unmasked Estep 
Score: -15914266.000000 Penalty: 1148.076294
	Iteration 7F: 3 clusters Score -1.591427e+07 nChanged 15421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128232 members 
Mstep: Class 2 contains 173177 members 
Entering Unmasked Estep 
Score: -15922001.000000 Penalty: 1148.076294
	Iteration 8F: 3 clusters Score -1.5922e+07 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126541 members 
Mstep: Class 2 contains 174868 members 
Entering Unmasked Estep 
Score: -15925807.000000 Penalty: 1148.076294
	Iteration 9Q: 3 clusters Score -1.592581e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124797 members 
Mstep: Class 2 contains 176612 members 
Entering Unmasked Estep 
Score: -15927577.000000 Penalty: 1148.076294
	Iteration 10Q: 3 clusters Score -1.592758e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122810 members 
Mstep: Class 2 contains 178599 members 
Entering Unmasked Estep 
Score: -15928817.000000 Penalty: 1148.076294
	Iteration 11Q: 3 clusters Score -1.592882e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120673 members 
Mstep: Class 2 contains 180736 members 
Entering Unmasked Estep 
Score: -15929733.000000 Penalty: 1148.076294
	Iteration 12Q: 3 clusters Score -1.592973e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118437 members 
Mstep: Class 2 contains 182972 members 
Entering Unmasked Estep 
Score: -15930623.000000 Penalty: 1148.076294
	Iteration 13Q: 3 clusters Score -1.593062e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116091 members 
Mstep: Class 2 contains 185318 members 
Entering Unmasked Estep 
Score: -15931687.000000 Penalty: 1148.076294
	Iteration 14Q: 3 clusters Score -1.593169e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113740 members 
Mstep: Class 2 contains 187669 members 
Entering Unmasked Estep 
Score: -15932827.000000 Penalty: 1148.076294
	Iteration 15Q: 3 clusters Score -1.593283e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111425 members 
Mstep: Class 2 contains 189984 members 
Entering Unmasked Estep 
Score: -15933827.000000 Penalty: 1148.076294
	Iteration 16Q: 3 clusters Score -1.593383e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109229 members 
Mstep: Class 2 contains 192180 members 
Entering Unmasked Estep 
Score: -15934878.000000 Penalty: 1148.076294
	Iteration 17Q: 3 clusters Score -1.593488e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107079 members 
Mstep: Class 2 contains 194330 members 
Entering Unmasked Estep 
Score: -15935873.000000 Penalty: 1148.076294
	Iteration 18Q: 3 clusters Score -1.593587e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105024 members 
Mstep: Class 2 contains 196385 members 
Entering Unmasked Estep 
Score: -15936719.000000 Penalty: 1148.076294
	Iteration 19Q: 3 clusters Score -1.593672e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103069 members 
Mstep: Class 2 contains 198340 members 
Entering Unmasked Estep 
Score: -15937527.000000 Penalty: 1148.076294
	Iteration 20F: 3 clusters Score -1.593753e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101178 members 
Mstep: Class 2 contains 200231 members 
Entering Unmasked Estep 
Score: -15938151.000000 Penalty: 1148.076294
	Iteration 21Q: 3 clusters Score -1.593815e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99277 members 
Mstep: Class 2 contains 202132 members 
Entering Unmasked Estep 
Score: -15938801.000000 Penalty: 1148.076294
	Iteration 22Q: 3 clusters Score -1.59388e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97440 members 
Mstep: Class 2 contains 203969 members 
Entering Unmasked Estep 
Score: -15939351.000000 Penalty: 1148.076294
	Iteration 23Q: 3 clusters Score -1.593935e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95561 members 
Mstep: Class 2 contains 205848 members 
Entering Unmasked Estep 
Score: -15939888.000000 Penalty: 1148.076294
	Iteration 24Q: 3 clusters Score -1.593989e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93720 members 
Mstep: Class 2 contains 207689 members 
Entering Unmasked Estep 
Score: -15940354.000000 Penalty: 1148.076294
	Iteration 25Q: 3 clusters Score -1.594035e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 209558 members 
Entering Unmasked Estep 
Score: -15940820.000000 Penalty: 1148.076294
	Iteration 26Q: 3 clusters Score -1.594082e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 211546 members 
Entering Unmasked Estep 
Score: -15941301.000000 Penalty: 1148.076294
	Iteration 27Q: 3 clusters Score -1.59413e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87735 members 
Mstep: Class 2 contains 213674 members 
Entering Unmasked Estep 
Score: -15941688.000000 Penalty: 1148.076294
	Iteration 28Q: 3 clusters Score -1.594169e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85533 members 
Mstep: Class 2 contains 215876 members 
Entering Unmasked Estep 
Score: -15942175.000000 Penalty: 1148.076294
	Iteration 29Q: 3 clusters Score -1.594218e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83252 members 
Mstep: Class 2 contains 218157 members 
Entering Unmasked Estep 
Score: -15942587.000000 Penalty: 1148.076294
	Iteration 30Q: 3 clusters Score -1.594259e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 220486 members 
Entering Unmasked Estep 
Score: -15943092.000000 Penalty: 1148.076294
	Iteration 31Q: 3 clusters Score -1.594309e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78479 members 
Mstep: Class 2 contains 222930 members 
Entering Unmasked Estep 
Score: -15943606.000000 Penalty: 1148.076294
	Iteration 32Q: 3 clusters Score -1.594361e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 225478 members 
Entering Unmasked Estep 
Score: -15944130.000000 Penalty: 1148.076294
	Iteration 33Q: 3 clusters Score -1.594413e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73237 members 
Mstep: Class 2 contains 228172 members 
Entering Unmasked Estep 
Score: -15944841.000000 Penalty: 1148.076294
	Iteration 34Q: 3 clusters Score -1.594484e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 230973 members 
Entering Unmasked Estep 
Score: -15945590.000000 Penalty: 1148.076294
	Iteration 35Q: 3 clusters Score -1.594559e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 233866 members 
Entering Unmasked Estep 
Score: -15946441.000000 Penalty: 1148.076294
	Iteration 36Q: 3 clusters Score -1.594644e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 236961 members 
Entering Unmasked Estep 
Score: -15947433.000000 Penalty: 1148.076294
	Iteration 37Q: 3 clusters Score -1.594743e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 240268 members 
Entering Unmasked Estep 
Score: -15948548.000000 Penalty: 1148.076294
	Iteration 38Q: 3 clusters Score -1.594855e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 243601 members 
Entering Unmasked Estep 
Score: -15949697.000000 Penalty: 1148.076294
	Iteration 39Q: 3 clusters Score -1.59497e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 247112 members 
Entering Unmasked Estep 
Score: -15951087.000000 Penalty: 1148.076294
	Iteration 40F: 3 clusters Score -1.595109e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 250618 members 
Entering Unmasked Estep 
Score: -15952358.000000 Penalty: 1148.076294
	Iteration 41Q: 3 clusters Score -1.595236e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 254076 members 
Entering Unmasked Estep 
Score: -15953524.000000 Penalty: 1148.076294
	Iteration 42Q: 3 clusters Score -1.595352e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 257531 members 
Entering Unmasked Estep 
Score: -15954795.000000 Penalty: 1148.076294
	Iteration 43Q: 3 clusters Score -1.59548e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 260907 members 
Entering Unmasked Estep 
Score: -15956105.000000 Penalty: 1148.076294
	Iteration 44Q: 3 clusters Score -1.59561e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 264134 members 
Entering Unmasked Estep 
Score: -15957201.000000 Penalty: 1148.076294
	Iteration 45Q: 3 clusters Score -1.59572e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 267265 members 
Entering Unmasked Estep 
Score: -15959285.000000 Penalty: 1148.076294
	Iteration 46Q: 3 clusters Score -1.595928e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 270432 members 
Entering Unmasked Estep 
Score: -15961475.000000 Penalty: 1148.076294
	Iteration 47Q: 3 clusters Score -1.596148e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 273763 members 
Entering Unmasked Estep 
Score: -15963266.000000 Penalty: 1148.076294
	Iteration 48Q: 3 clusters Score -1.596327e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 277166 members 
Entering Unmasked Estep 
Score: -15964476.000000 Penalty: 1148.076294
	Iteration 49Q: 3 clusters Score -1.596448e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 280532 members 
Entering Unmasked Estep 
Score: -15965135.000000 Penalty: 1148.076294
	Iteration 50Q: 3 clusters Score -1.596514e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 283712 members 
Entering Unmasked Estep 
Score: -15965559.000000 Penalty: 1148.076294
	Iteration 51Q: 3 clusters Score -1.596556e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 286657 members 
Entering Unmasked Estep 
Score: -15965474.000000 Penalty: 1148.076294
	Iteration 52Q: 3 clusters Score -1.596547e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 289262 members 
Entering Unmasked Estep 
Score: -15965301.000000 Penalty: 1148.076294
	Iteration 53Q: 3 clusters Score -1.59653e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 291640 members 
Entering Unmasked Estep 
Score: -15965138.000000 Penalty: 1148.076294
	Iteration 54Q: 3 clusters Score -1.596514e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 293643 members 
Entering Unmasked Estep 
Score: -15964747.000000 Penalty: 1148.076294
	Iteration 55Q: 3 clusters Score -1.596475e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 295359 members 
Entering Unmasked Estep 
Score: -15964454.000000 Penalty: 1148.076294
	Iteration 56Q: 3 clusters Score -1.596445e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 296843 members 
Entering Unmasked Estep 
Score: -15964000.000000 Penalty: 1148.076294
	Iteration 57Q: 3 clusters Score -1.5964e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 298020 members 
Entering Unmasked Estep 
Score: -15963683.000000 Penalty: 1148.076294
	Iteration 58Q: 3 clusters Score -1.596368e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 299001 members 
Entering Unmasked Estep 
Score: -15963368.000000 Penalty: 1148.076294
	Iteration 59Q: 3 clusters Score -1.596337e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 299776 members 
Entering Unmasked Estep 
Score: -15963205.000000 Penalty: 1148.076294
	Iteration 60F: 3 clusters Score -1.59632e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 300313 members 
Entering Unmasked Estep 
Score: -15963042.000000 Penalty: 1148.076294
	Iteration 61Q: 3 clusters Score -1.596304e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 300666 members 
Entering Unmasked Estep 
Score: -15962916.000000 Penalty: 1148.076294
	Iteration 62Q: 3 clusters Score -1.596292e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 300883 members 
Entering Unmasked Estep 
Score: -15962865.000000 Penalty: 1148.076294
	Iteration 63Q: 3 clusters Score -1.596286e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 301008 members 
Entering Unmasked Estep 
Score: -15962838.000000 Penalty: 1148.076294
	Iteration 64Q: 3 clusters Score -1.596284e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 301082 members 
Entering Unmasked Estep 
Score: -15962804.000000 Penalty: 1148.076294
	Iteration 65Q: 3 clusters Score -1.59628e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 301142 members 
Entering Unmasked Estep 
Score: -15962788.000000 Penalty: 1148.076294
	Iteration 66Q: 3 clusters Score -1.596279e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301170 members 
Entering Unmasked Estep 
Score: -15962779.000000 Penalty: 1148.076294
	Iteration 67Q: 3 clusters Score -1.596278e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 301193 members 
Entering Unmasked Estep 
Score: -15962755.000000 Penalty: 1148.076294
	Iteration 68Q: 3 clusters Score -1.596276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 301211 members 
Entering Unmasked Estep 
Score: -15962756.000000 Penalty: 1148.076294
	Iteration 69Q: 3 clusters Score -1.596276e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 301225 members 
Entering Unmasked Estep 
Score: -15962751.000000 Penalty: 1148.076294
	Iteration 70Q: 3 clusters Score -1.596275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 301234 members 
Entering Unmasked Estep 
Score: -15962760.000000 Penalty: 1148.076294
	Iteration 71Q: 3 clusters Score -1.596276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 301243 members 
Entering Unmasked Estep 
Score: -15962754.000000 Penalty: 1148.076294
	Iteration 72Q: 3 clusters Score -1.596275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 301253 members 
Entering Unmasked Estep 
Score: -15962754.000000 Penalty: 1148.076294
	Iteration 73Q: 3 clusters Score -1.596275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 301258 members 
Entering Unmasked Estep 
Score: -15962753.000000 Penalty: 1148.076294
	Iteration 74Q: 3 clusters Score -1.596275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 301266 members 
Entering Unmasked Estep 
Score: -15962749.000000 Penalty: 1148.076294
	Iteration 75Q: 3 clusters Score -1.596275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 301270 members 
Entering Unmasked Estep 
Score: -15962747.000000 Penalty: 1148.076294
	Iteration 76Q: 3 clusters Score -1.596275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 301274 members 
Entering Unmasked Estep 
Score: -15962754.000000 Penalty: 1148.076294
	Iteration 77Q: 3 clusters Score -1.596275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 301276 members 
Entering Unmasked Estep 
Score: -15962752.000000 Penalty: 1148.076294
	Iteration 78Q: 3 clusters Score -1.596275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 301278 members 
Entering Unmasked Estep 
Score: -15962755.000000 Penalty: 1148.076294
	Iteration 79Q: 3 clusters Score -1.596276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 301280 members 
Entering Unmasked Estep 
Score: -15962759.000000 Penalty: 1148.076294
	Iteration 80F: 3 clusters Score -1.596276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 301282 members 
Entering Unmasked Estep 
Score: -15962766.000000 Penalty: 1148.076294
	Iteration 81Q: 3 clusters Score -1.596277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 301285 members 
Entering Unmasked Estep 
Score: -15962763.000000 Penalty: 1148.076294
	Iteration 82Q: 3 clusters Score -1.596276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 301286 members 
Entering Unmasked Estep 
Score: -15962773.000000 Penalty: 1148.076294
	Iteration 83Q: 3 clusters Score -1.596277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 301285 members 
Entering Unmasked Estep 
Score: -15962774.000000 Penalty: 1148.076294
	Iteration 84Q: 3 clusters Score -1.596277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 301285 members 
Entering Unmasked Estep 
Score: -15962774.000000 Penalty: 1148.076294
	Iteration 85F: 3 clusters Score -1.596277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -8662.828125 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -8662.828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8378.811523 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -8378.812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8439.607422 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -8439.607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8452.721680 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -8452.722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8457.329102 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -8457.329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8459.211914 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -8459.212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8460.627930 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -8460.628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8465.053711 Penalty: 479.375092
	Iteration 6Q: 3 clusters Score -8465.054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8465.624023 Penalty: 479.375092
	Iteration 7Q: 3 clusters Score -8465.624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8466.442383 Penalty: 479.375092
	Iteration 8Q: 3 clusters Score -8466.442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8466.442383 Penalty: 479.375092
	Iteration 9F: 3 clusters Score -8466.442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -84906.679688 Penalty: 340.410797
	Iteration 0F: 2 clusters Score -84906.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -83619.859375 Penalty: 680.821594
	Iteration 0F: 3 clusters Score -83619.86 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -84128.039062 Penalty: 680.821594
	Iteration 1F: 3 clusters Score -84128.04 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -84334.484375 Penalty: 680.821594
	Iteration 2F: 3 clusters Score -84334.48 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -84485.992188 Penalty: 680.821594
	Iteration 3F: 3 clusters Score -84485.99 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -84596.750000 Penalty: 680.821594
	Iteration 4F: 3 clusters Score -84596.75 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -84676.343750 Penalty: 680.821594
	Iteration 5F: 3 clusters Score -84676.34 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -84740.617188 Penalty: 680.821594
	Iteration 6Q: 3 clusters Score -84740.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -84776.195312 Penalty: 680.821594
	Iteration 7Q: 3 clusters Score -84776.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -84792.406250 Penalty: 680.821594
	Iteration 8Q: 3 clusters Score -84792.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -84801.710938 Penalty: 680.821594
	Iteration 9Q: 3 clusters Score -84801.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -84807.414062 Penalty: 680.821594
	Iteration 10Q: 3 clusters Score -84807.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -84817.437500 Penalty: 680.821594
	Iteration 11Q: 3 clusters Score -84817.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -84823.015625 Penalty: 680.821594
	Iteration 12Q: 3 clusters Score -84823.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -84824.445312 Penalty: 680.821594
	Iteration 13Q: 3 clusters Score -84824.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -84825.406250 Penalty: 680.821594
	Iteration 14Q: 3 clusters Score -84825.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -84825.406250 Penalty: 680.821594
	Iteration 15F: 3 clusters Score -84825.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -8094.387207 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -8094.387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7854.047852 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -7854.048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7908.105469 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -7908.105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7914.800781 Penalty: 480.308441
	Iteration 2Q: 3 clusters Score -7914.801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7933.728516 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -7933.729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7936.424805 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -7936.425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7938.402832 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -7938.403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7938.402832 Penalty: 480.308441
	Iteration 6F: 3 clusters Score -7938.403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 54081 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 6 contains 15531 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46746 members 
Mstep: Class 12 contains 2641 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 15872 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 66449 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301409 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469168.000000 Penalty: 21605.181641
Iteration 359Q: 37 clusters Score -2.746917e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 54140 members 
Mstep: Class 5 contains 2591 members 
Mstep: Class 6 contains 15587 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46742 members 
Mstep: Class 12 contains 2641 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 15966 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 66223 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301435 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469182.000000 Penalty: 21605.181641
Iteration 360F: 37 clusters Score -2.746918e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 54202 members 
Mstep: Class 5 contains 2590 members 
Mstep: Class 6 contains 15631 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46736 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 16044 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1964 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 66010 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301470 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469166.000000 Penalty: 21605.181641
Iteration 361Q: 37 clusters Score -2.746917e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 54279 members 
Mstep: Class 5 contains 2590 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46727 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 16120 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 65779 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301512 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469088.000000 Penalty: 21605.181641
Iteration 362Q: 37 clusters Score -2.746909e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 54346 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46720 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 16197 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 65548 members 
Mstep: Class 26 contains 882 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301563 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469042.000000 Penalty: 21605.181641
Iteration 363Q: 37 clusters Score -2.746904e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 54423 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 15743 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46708 members 
Mstep: Class 12 contains 2647 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 16289 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 65354 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1148 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301566 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469100.000000 Penalty: 21605.181641
Iteration 364Q: 37 clusters Score -2.74691e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 54507 members 
Mstep: Class 5 contains 2590 members 
Mstep: Class 6 contains 15785 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46694 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 16375 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 65148 members 
Mstep: Class 26 contains 882 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301575 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469120.000000 Penalty: 21605.181641
Iteration 365Q: 37 clusters Score -2.746912e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 54583 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 15813 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46676 members 
Mstep: Class 12 contains 2648 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 16454 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 64940 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301619 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469142.000000 Penalty: 21605.181641
Iteration 366Q: 37 clusters Score -2.746914e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 54651 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 15832 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46663 members 
Mstep: Class 12 contains 2648 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 16534 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 64744 members 
Mstep: Class 26 contains 884 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301663 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469130.000000 Penalty: 21605.181641
Iteration 367Q: 37 clusters Score -2.746913e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 54718 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 15855 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46652 members 
Mstep: Class 12 contains 2649 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 16600 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 64534 members 
Mstep: Class 26 contains 884 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1150 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301726 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469130.000000 Penalty: 21605.181641
Iteration 368Q: 37 clusters Score -2.746913e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 54766 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 15861 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46645 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 16665 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 64331 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1150 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301823 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469096.000000 Penalty: 21605.181641
Iteration 369Q: 37 clusters Score -2.74691e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 54830 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 15868 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46639 members 
Mstep: Class 12 contains 2643 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 16744 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 64130 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1150 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301883 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469100.000000 Penalty: 21605.181641
Iteration 370Q: 37 clusters Score -2.74691e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 54890 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 15879 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46632 members 
Mstep: Class 12 contains 2641 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 16839 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 63909 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 301950 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469096.000000 Penalty: 21605.181641
Iteration 371Q: 37 clusters Score -2.74691e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 54941 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 15909 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46625 members 
Mstep: Class 12 contains 2638 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 16923 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 63672 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 302033 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469124.000000 Penalty: 21605.181641
Iteration 372Q: 37 clusters Score -2.746912e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 54982 members 
Mstep: Class 5 contains 2584 members 
Mstep: Class 6 contains 15948 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46619 members 
Mstep: Class 12 contains 2634 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 16990 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 63434 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 302137 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469062.000000 Penalty: 21605.181641
Iteration 373Q: 37 clusters Score -2.746906e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55009 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 15989 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46612 members 
Mstep: Class 12 contains 2628 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 17049 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 63212 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1150 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 302246 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469000.000000 Penalty: 21605.181641
Iteration 374Q: 37 clusters Score -2.7469e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55034 members 
Mstep: Class 5 contains 2579 members 
Mstep: Class 6 contains 16024 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46610 members 
Mstep: Class 12 contains 2614 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 17123 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1964 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 62998 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1150 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 302347 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468872.000000 Penalty: 21605.181641
Iteration 375Q: 37 clusters Score -2.746887e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55061 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 16071 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46611 members 
Mstep: Class 12 contains 2602 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 17203 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 62788 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1150 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 302421 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468888.000000 Penalty: 21605.181641
Iteration 376Q: 37 clusters Score -2.746889e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55104 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 16100 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46613 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 17286 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1960 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 62579 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 302486 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468856.000000 Penalty: 21605.181641
Iteration 377Q: 37 clusters Score -2.746886e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55154 members 
Mstep: Class 5 contains 2574 members 
Mstep: Class 6 contains 16130 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46614 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 17366 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1959 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 62355 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 302560 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468786.000000 Penalty: 21605.181641
Iteration 378Q: 37 clusters Score -2.746879e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55198 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 16161 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46615 members 
Mstep: Class 12 contains 2587 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 17429 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1959 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 62170 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 302621 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468840.000000 Penalty: 21605.181641
Iteration 379Q: 37 clusters Score -2.746884e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55236 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 16178 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46610 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 17489 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1960 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 62003 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1144 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 302685 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468836.000000 Penalty: 21605.181641
Iteration 380F: 37 clusters Score -2.746884e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55277 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 16188 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46605 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 17564 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1961 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 61830 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 302744 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468714.000000 Penalty: 21605.181641
Iteration 381Q: 37 clusters Score -2.746871e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1081 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55336 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 16191 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46602 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 17631 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 61655 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 302801 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468782.000000 Penalty: 21605.181641
Iteration 382Q: 37 clusters Score -2.746878e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55388 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 16194 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46591 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 17706 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1964 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 61470 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1140 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 302870 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468796.000000 Penalty: 21605.181641
Iteration 383Q: 37 clusters Score -2.74688e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55445 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 16195 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46576 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 17766 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1964 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 61282 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1139 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 302961 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468714.000000 Penalty: 21605.181641
Iteration 384Q: 37 clusters Score -2.746871e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1077 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55501 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 16196 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46561 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 17837 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 61084 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1138 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 303055 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468638.000000 Penalty: 21605.181641
Iteration 385Q: 37 clusters Score -2.746864e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1082 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55529 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 16193 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46547 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 17911 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 60886 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1138 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 303173 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468500.000000 Penalty: 21605.181641
Iteration 386Q: 37 clusters Score -2.74685e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55561 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 16199 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46539 members 
Mstep: Class 12 contains 2561 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 17998 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 60689 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1137 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 303274 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468510.000000 Penalty: 21605.181641
Iteration 387Q: 37 clusters Score -2.746851e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55600 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 16183 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46529 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 18080 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 60503 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1137 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 303369 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468452.000000 Penalty: 21605.181641
Iteration 388Q: 37 clusters Score -2.746845e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55643 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 16176 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46518 members 
Mstep: Class 12 contains 2551 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 18162 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1954 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 60320 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1138 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 303456 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468418.000000 Penalty: 21605.181641
Iteration 389Q: 37 clusters Score -2.746842e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55683 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 16167 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46505 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 18238 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1953 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 60141 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1138 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 303545 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468292.000000 Penalty: 21605.181641
Iteration 390Q: 37 clusters Score -2.746829e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55733 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 16155 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46488 members 
Mstep: Class 12 contains 2551 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 18308 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 59977 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1139 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 303623 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468238.000000 Penalty: 21605.181641
Iteration 391Q: 37 clusters Score -2.746824e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55775 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 16151 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46472 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 18379 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 59815 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1139 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 303691 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468260.000000 Penalty: 21605.181641
Iteration 392Q: 37 clusters Score -2.746826e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55818 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 16147 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46456 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 18455 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1954 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 59668 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1139 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 303738 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468216.000000 Penalty: 21605.181641
Iteration 393Q: 37 clusters Score -2.746822e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55870 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 16142 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46436 members 
Mstep: Class 12 contains 2548 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 18516 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1953 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 59532 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1137 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 303789 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468314.000000 Penalty: 21605.181641
Iteration 394Q: 37 clusters Score -2.746831e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55930 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 16148 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46416 members 
Mstep: Class 12 contains 2551 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 18566 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 59412 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1137 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 303815 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468288.000000 Penalty: 21605.181641
Iteration 395Q: 37 clusters Score -2.746829e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 55983 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 16150 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46402 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 18618 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 59292 members 
Mstep: Class 26 contains 882 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1136 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 303849 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468292.000000 Penalty: 21605.181641
Iteration 396Q: 37 clusters Score -2.746829e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 56035 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 16151 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46390 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 18667 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 59160 members 
Mstep: Class 26 contains 882 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1135 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 303892 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468294.000000 Penalty: 21605.181641
Iteration 397Q: 37 clusters Score -2.746829e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56077 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 16138 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46379 members 
Mstep: Class 12 contains 2551 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 18705 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 59045 members 
Mstep: Class 26 contains 882 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1133 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 303953 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468244.000000 Penalty: 21605.181641
Iteration 398Q: 37 clusters Score -2.746824e+07 nChanged 264
Entering ConstructFrom: 
Score: -27468244.000000 Penalty: 21605.181641
Entering ConstructFrom: 
Trying to split cluster 1 (8697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Entering Unmasked Estep 
Score: -433793.250000 Penalty: 412.718353
	Iteration 0F: 2 clusters Score -433793.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -428023.687500 Penalty: 825.436707
	Iteration 0F: 3 clusters Score -428023.7 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -430374.250000 Penalty: 825.436707
	Iteration 1F: 3 clusters Score -430374.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -430630.500000 Penalty: 825.436707
	Iteration 2F: 3 clusters Score -430630.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -430947.281250 Penalty: 825.436707
	Iteration 3F: 3 clusters Score -430947.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -431336.843750 Penalty: 825.436707
	Iteration 4F: 3 clusters Score -431336.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -431744.281250 Penalty: 825.436707
	Iteration 5F: 3 clusters Score -431744.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -432050.500000 Penalty: 825.436707
	Iteration 6Q: 3 clusters Score -432050.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -432187.406250 Penalty: 825.436707
	Iteration 7Q: 3 clusters Score -432187.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -432272.906250 Penalty: 825.436707
	Iteration 8Q: 3 clusters Score -432272.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -432348.156250 Penalty: 825.436707
	Iteration 9Q: 3 clusters Score -432348.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -432424.250000 Penalty: 825.436707
	Iteration 10Q: 3 clusters Score -432424.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -432497.593750 Penalty: 825.436707
	Iteration 11Q: 3 clusters Score -432497.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -432572.656250 Penalty: 825.436707
	Iteration 12Q: 3 clusters Score -432572.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -432661.156250 Penalty: 825.436707
	Iteration 13Q: 3 clusters Score -432661.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -432755.281250 Penalty: 825.436707
	Iteration 14Q: 3 clusters Score -432755.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -432835.906250 Penalty: 825.436707
	Iteration 15Q: 3 clusters Score -432835.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -432914.218750 Penalty: 825.436707
	Iteration 16Q: 3 clusters Score -432914.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -432979.125000 Penalty: 825.436707
	Iteration 17Q: 3 clusters Score -432979.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -433036.187500 Penalty: 825.436707
	Iteration 18Q: 3 clusters Score -433036.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -433095.062500 Penalty: 825.436707
	Iteration 19Q: 3 clusters Score -433095.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -433153.156250 Penalty: 825.436707
	Iteration 20F: 3 clusters Score -433153.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -433211.093750 Penalty: 825.436707
	Iteration 21Q: 3 clusters Score -433211.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -433259.406250 Penalty: 825.436707
	Iteration 22Q: 3 clusters Score -433259.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -433295.687500 Penalty: 825.436707
	Iteration 23Q: 3 clusters Score -433295.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -433320.750000 Penalty: 825.436707
	Iteration 24Q: 3 clusters Score -433320.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -433337.343750 Penalty: 825.436707
	Iteration 25Q: 3 clusters Score -433337.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -433355.437500 Penalty: 825.436707
	Iteration 26Q: 3 clusters Score -433355.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -433376.562500 Penalty: 825.436707
	Iteration 27Q: 3 clusters Score -433376.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -433391.406250 Penalty: 825.436707
	Iteration 28Q: 3 clusters Score -433391.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -433403.875000 Penalty: 825.436707
	Iteration 29Q: 3 clusters Score -433403.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -433414.281250 Penalty: 825.436707
	Iteration 30Q: 3 clusters Score -433414.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -433419.125000 Penalty: 825.436707
	Iteration 31Q: 3 clusters Score -433419.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -433425.625000 Penalty: 825.436707
	Iteration 32Q: 3 clusters Score -433425.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -433432.187500 Penalty: 825.436707
	Iteration 33Q: 3 clusters Score -433432.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -433438.718750 Penalty: 825.436707
	Iteration 34Q: 3 clusters Score -433438.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -433447.031250 Penalty: 825.436707
	Iteration 35Q: 3 clusters Score -433447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -433450.687500 Penalty: 825.436707
	Iteration 36Q: 3 clusters Score -433450.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -433453.406250 Penalty: 825.436707
	Iteration 37Q: 3 clusters Score -433453.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -433453.125000 Penalty: 825.436707
	Iteration 38Q: 3 clusters Score -433453.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -433454.031250 Penalty: 825.436707
	Iteration 39Q: 3 clusters Score -433454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -433455.312500 Penalty: 825.436707
	Iteration 40F: 3 clusters Score -433455.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -433455.656250 Penalty: 825.436707
	Iteration 41Q: 3 clusters Score -433455.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -433455.656250 Penalty: 825.436707
	Iteration 42F: 3 clusters Score -433455.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -60421.640625 Penalty: 318.928101
	Iteration 0F: 2 clusters Score -60421.64 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 565 members 
Entering Unmasked Estep 
Score: -59525.417969 Penalty: 637.856201
	Iteration 0F: 3 clusters Score -59525.42 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -59808.906250 Penalty: 637.856201
	Iteration 1F: 3 clusters Score -59808.91 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -59891.675781 Penalty: 637.856201
	Iteration 2F: 3 clusters Score -59891.68 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -59963.667969 Penalty: 637.856201
	Iteration 3F: 3 clusters Score -59963.67 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -60021.390625 Penalty: 637.856201
	Iteration 4F: 3 clusters Score -60021.39 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -60056.578125 Penalty: 637.856201
	Iteration 5Q: 3 clusters Score -60056.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -60080.933594 Penalty: 637.856201
	Iteration 6Q: 3 clusters Score -60080.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -60092.593750 Penalty: 637.856201
	Iteration 7Q: 3 clusters Score -60092.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -60105.437500 Penalty: 637.856201
	Iteration 8Q: 3 clusters Score -60105.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -60113.765625 Penalty: 637.856201
	Iteration 9Q: 3 clusters Score -60113.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -60117.503906 Penalty: 637.856201
	Iteration 10Q: 3 clusters Score -60117.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -60122.859375 Penalty: 637.856201
	Iteration 11Q: 3 clusters Score -60122.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -60129.148438 Penalty: 637.856201
	Iteration 12Q: 3 clusters Score -60129.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -60137.550781 Penalty: 637.856201
	Iteration 13Q: 3 clusters Score -60137.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -60146.601562 Penalty: 637.856201
	Iteration 14Q: 3 clusters Score -60146.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -60152.308594 Penalty: 637.856201
	Iteration 15Q: 3 clusters Score -60152.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -60155.359375 Penalty: 637.856201
	Iteration 16Q: 3 clusters Score -60155.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -60156.648438 Penalty: 637.856201
	Iteration 17Q: 3 clusters Score -60156.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -60157.812500 Penalty: 637.856201
	Iteration 18Q: 3 clusters Score -60157.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -60159.160156 Penalty: 637.856201
	Iteration 19Q: 3 clusters Score -60159.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -60161.453125 Penalty: 637.856201
	Iteration 20F: 3 clusters Score -60161.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -33879.132812 Penalty: 294.209564
	Iteration 0F: 2 clusters Score -33879.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -33294.980469 Penalty: 588.419128
	Iteration 0F: 3 clusters Score -33294.98 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -33442.839844 Penalty: 588.419128
	Iteration 1F: 3 clusters Score -33442.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -33485.886719 Penalty: 588.419128
	Iteration 2F: 3 clusters Score -33485.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -33529.539062 Penalty: 588.419128
	Iteration 3F: 3 clusters Score -33529.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -33547.808594 Penalty: 588.419128
	Iteration 4Q: 3 clusters Score -33547.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -33561.304688 Penalty: 588.419128
	Iteration 5Q: 3 clusters Score -33561.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -33570.757812 Penalty: 588.419128
	Iteration 6Q: 3 clusters Score -33570.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -33580.304688 Penalty: 588.419128
	Iteration 7Q: 3 clusters Score -33580.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -33585.601562 Penalty: 588.419128
	Iteration 8Q: 3 clusters Score -33585.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -33591.281250 Penalty: 588.419128
	Iteration 9Q: 3 clusters Score -33591.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -33601.605469 Penalty: 588.419128
	Iteration 10Q: 3 clusters Score -33601.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -33607.929688 Penalty: 588.419128
	Iteration 11Q: 3 clusters Score -33607.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -33611.960938 Penalty: 588.419128
	Iteration 12Q: 3 clusters Score -33611.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -33614.765625 Penalty: 588.419128
	Iteration 13Q: 3 clusters Score -33614.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -33616.882812 Penalty: 588.419128
	Iteration 14Q: 3 clusters Score -33616.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -33617.285156 Penalty: 588.419128
	Iteration 15Q: 3 clusters Score -33617.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -33617.285156 Penalty: 588.419128
	Iteration 16F: 3 clusters Score -33617.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Entering Unmasked Estep 
Score: -3086622.500000 Penalty: 497.555359
	Iteration 0F: 2 clusters Score -3086622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -3049094.250000 Penalty: 995.110718
	Iteration 0F: 3 clusters Score -3049094 nChanged 26974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3065759.000000 Penalty: 995.110718
	Iteration 1F: 3 clusters Score -3065759 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3067621.000000 Penalty: 995.110718
	Iteration 2F: 3 clusters Score -3067621 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3070646.250000 Penalty: 995.110718
	Iteration 3F: 3 clusters Score -3070646 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3074912.500000 Penalty: 995.110718
	Iteration 4F: 3 clusters Score -3074912 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -3078432.750000 Penalty: 995.110718
	Iteration 5F: 3 clusters Score -3078433 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3079983.500000 Penalty: 995.110718
	Iteration 6F: 3 clusters Score -3079984 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3080659.750000 Penalty: 995.110718
	Iteration 7Q: 3 clusters Score -3080660 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3081126.750000 Penalty: 995.110718
	Iteration 8Q: 3 clusters Score -3081127 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3081537.500000 Penalty: 995.110718
	Iteration 9Q: 3 clusters Score -3081538 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -3081878.000000 Penalty: 995.110718
	Iteration 10Q: 3 clusters Score -3081878 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -3082151.000000 Penalty: 995.110718
	Iteration 11Q: 3 clusters Score -3082151 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -3082419.750000 Penalty: 995.110718
	Iteration 12Q: 3 clusters Score -3082420 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3082626.000000 Penalty: 995.110718
	Iteration 13Q: 3 clusters Score -3082626 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3082799.250000 Penalty: 995.110718
	Iteration 14Q: 3 clusters Score -3082799 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3082942.250000 Penalty: 995.110718
	Iteration 15Q: 3 clusters Score -3082942 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -3083058.500000 Penalty: 995.110718
	Iteration 16Q: 3 clusters Score -3083058 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3083145.750000 Penalty: 995.110718
	Iteration 17Q: 3 clusters Score -3083146 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3083233.500000 Penalty: 995.110718
	Iteration 18Q: 3 clusters Score -3083234 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3083323.000000 Penalty: 995.110718
	Iteration 19Q: 3 clusters Score -3083323 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3083392.500000 Penalty: 995.110718
	Iteration 20F: 3 clusters Score -3083392 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3083466.000000 Penalty: 995.110718
	Iteration 21Q: 3 clusters Score -3083466 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -3083529.250000 Penalty: 995.110718
	Iteration 22Q: 3 clusters Score -3083529 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3083599.750000 Penalty: 995.110718
	Iteration 23Q: 3 clusters Score -3083600 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -3083668.750000 Penalty: 995.110718
	Iteration 24Q: 3 clusters Score -3083669 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3083721.750000 Penalty: 995.110718
	Iteration 25Q: 3 clusters Score -3083722 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3083796.750000 Penalty: 995.110718
	Iteration 26Q: 3 clusters Score -3083797 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3083887.250000 Penalty: 995.110718
	Iteration 27Q: 3 clusters Score -3083887 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3083982.750000 Penalty: 995.110718
	Iteration 28Q: 3 clusters Score -3083983 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -3084064.250000 Penalty: 995.110718
	Iteration 29Q: 3 clusters Score -3084064 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3084165.500000 Penalty: 995.110718
	Iteration 30Q: 3 clusters Score -3084166 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3084242.500000 Penalty: 995.110718
	Iteration 31Q: 3 clusters Score -3084242 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3084348.750000 Penalty: 995.110718
	Iteration 32Q: 3 clusters Score -3084349 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3084439.250000 Penalty: 995.110718
	Iteration 33Q: 3 clusters Score -3084439 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -3084518.250000 Penalty: 995.110718
	Iteration 34Q: 3 clusters Score -3084518 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3084591.000000 Penalty: 995.110718
	Iteration 35Q: 3 clusters Score -3084591 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -3084659.000000 Penalty: 995.110718
	Iteration 36Q: 3 clusters Score -3084659 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -3084733.750000 Penalty: 995.110718
	Iteration 37Q: 3 clusters Score -3084734 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -3084814.500000 Penalty: 995.110718
	Iteration 38Q: 3 clusters Score -3084814 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -3084893.500000 Penalty: 995.110718
	Iteration 39Q: 3 clusters Score -3084894 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -3084988.750000 Penalty: 995.110718
	Iteration 40F: 3 clusters Score -3084989 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -3085083.500000 Penalty: 995.110718
	Iteration 41Q: 3 clusters Score -3085084 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3085138 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -3085208.750000 Penalty: 995.110718
	Iteration 43Q: 3 clusters Score -3085209 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3085258 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3085312 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3085361.750000 Penalty: 995.110718
	Iteration 46Q: 3 clusters Score -3085362 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3085411.750000 Penalty: 995.110718
	Iteration 47Q: 3 clusters Score -3085412 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3085439.250000 Penalty: 995.110718
	Iteration 48Q: 3 clusters Score -3085439 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3085459.250000 Penalty: 995.110718
	Iteration 49Q: 3 clusters Score -3085459 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3085497.000000 Penalty: 995.110718
	Iteration 50Q: 3 clusters Score -3085497 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3085538.500000 Penalty: 995.110718
	Iteration 51Q: 3 clusters Score -3085538 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3085545.500000 Penalty: 995.110718
	Iteration 52Q: 3 clusters Score -3085546 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3085594.250000 Penalty: 995.110718
	Iteration 53Q: 3 clusters Score -3085594 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3085625.000000 Penalty: 995.110718
	Iteration 54Q: 3 clusters Score -3085625 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3085661.250000 Penalty: 995.110718
	Iteration 55Q: 3 clusters Score -3085661 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3085684.000000 Penalty: 995.110718
	Iteration 56Q: 3 clusters Score -3085684 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3085720.500000 Penalty: 995.110718
	Iteration 57Q: 3 clusters Score -3085720 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3085767.000000 Penalty: 995.110718
	Iteration 58Q: 3 clusters Score -3085767 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3085791.000000 Penalty: 995.110718
	Iteration 59Q: 3 clusters Score -3085791 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3085805.500000 Penalty: 995.110718
	Iteration 60F: 3 clusters Score -3085806 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3085839.250000 Penalty: 995.110718
	Iteration 61Q: 3 clusters Score -3085839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3085843.000000 Penalty: 995.110718
	Iteration 62Q: 3 clusters Score -3085843 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3085863.000000 Penalty: 995.110718
	Iteration 63Q: 3 clusters Score -3085863 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3085890.000000 Penalty: 995.110718
	Iteration 64Q: 3 clusters Score -3085890 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3085895 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3085904.500000 Penalty: 995.110718
	Iteration 66Q: 3 clusters Score -3085904 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3085916.000000 Penalty: 995.110718
	Iteration 67Q: 3 clusters Score -3085916 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3085928.500000 Penalty: 995.110718
	Iteration 68Q: 3 clusters Score -3085928 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3085939 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3085955.000000 Penalty: 995.110718
	Iteration 70Q: 3 clusters Score -3085955 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3085951.500000 Penalty: 995.110718
	Iteration 71Q: 3 clusters Score -3085952 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3085961.000000 Penalty: 995.110718
	Iteration 72Q: 3 clusters Score -3085961 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3085973 nChanged 46
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Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3085980 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3085992.000000 Penalty: 995.110718
	Iteration 75Q: 3 clusters Score -3085992 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3085993.750000 Penalty: 995.110718
	Iteration 76Q: 3 clusters Score -3085994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3086008.750000 Penalty: 995.110718
	Iteration 77Q: 3 clusters Score -3086009 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3086021.250000 Penalty: 995.110718
	Iteration 78Q: 3 clusters Score -3086021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3086035.250000 Penalty: 995.110718
	Iteration 79Q: 3 clusters Score -3086035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3086029.500000 Penalty: 995.110718
	Iteration 80F: 3 clusters Score -3086030 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3086032.500000 Penalty: 995.110718
	Iteration 81Q: 3 clusters Score -3086032 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3086036.500000 Penalty: 995.110718
	Iteration 82Q: 3 clusters Score -3086036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3086035.250000 Penalty: 995.110718
	Iteration 83Q: 3 clusters Score -3086035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3086040.250000 Penalty: 995.110718
	Iteration 84Q: 3 clusters Score -3086040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3086056.250000 Penalty: 995.110718
	Iteration 85Q: 3 clusters Score -3086056 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55032 members 
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Entering Unmasked Estep 
Score: -3086069.750000 Penalty: 995.110718
	Iteration 86Q: 3 clusters Score -3086070 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55061 members 
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Entering Unmasked Estep 
Score: -3086072.000000 Penalty: 995.110718
	Iteration 87Q: 3 clusters Score -3086072 nChanged 31
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Mstep: Class 1 contains 55090 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3086077 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3086080.750000 Penalty: 995.110718
	Iteration 89Q: 3 clusters Score -3086081 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3086088.500000 Penalty: 995.110718
	Iteration 90Q: 3 clusters Score -3086088 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3086099.000000 Penalty: 995.110718
	Iteration 91Q: 3 clusters Score -3086099 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3086101.750000 Penalty: 995.110718
	Iteration 92Q: 3 clusters Score -3086102 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3086107.750000 Penalty: 995.110718
	Iteration 93Q: 3 clusters Score -3086108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3086110.000000 Penalty: 995.110718
	Iteration 94Q: 3 clusters Score -3086110 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3086116.250000 Penalty: 995.110718
	Iteration 95Q: 3 clusters Score -3086116 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3086128.750000 Penalty: 995.110718
	Iteration 96Q: 3 clusters Score -3086129 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55300 members 
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Entering Unmasked Estep 
Score: -3086130.250000 Penalty: 995.110718
	Iteration 97Q: 3 clusters Score -3086130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3086139.000000 Penalty: 995.110718
	Iteration 98Q: 3 clusters Score -3086139 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3086142.250000 Penalty: 995.110718
	Iteration 99Q: 3 clusters Score -3086142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3086148.000000 Penalty: 995.110718
	Iteration 100F: 3 clusters Score -3086148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3086150.000000 Penalty: 995.110718
	Iteration 101Q: 3 clusters Score -3086150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3086151.500000 Penalty: 995.110718
	Iteration 102Q: 3 clusters Score -3086152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3086161.000000 Penalty: 995.110718
	Iteration 103Q: 3 clusters Score -3086161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3086162.000000 Penalty: 995.110718
	Iteration 104Q: 3 clusters Score -3086162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3086168.500000 Penalty: 995.110718
	Iteration 105Q: 3 clusters Score -3086168 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3086168.750000 Penalty: 995.110718
	Iteration 106Q: 3 clusters Score -3086169 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3086171.500000 Penalty: 995.110718
	Iteration 107Q: 3 clusters Score -3086172 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3086172 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3086178.000000 Penalty: 995.110718
	Iteration 109Q: 3 clusters Score -3086178 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3086185.000000 Penalty: 995.110718
	Iteration 110Q: 3 clusters Score -3086185 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3086189.750000 Penalty: 995.110718
	Iteration 111Q: 3 clusters Score -3086190 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55558 members 
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Entering Unmasked Estep 
Score: -3086188.750000 Penalty: 995.110718
	Iteration 112Q: 3 clusters Score -3086189 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3086195.250000 Penalty: 995.110718
	Iteration 113Q: 3 clusters Score -3086195 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55581 members 
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Entering Unmasked Estep 
Score: -3086200.000000 Penalty: 995.110718
	Iteration 114Q: 3 clusters Score -3086200 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3086198.500000 Penalty: 995.110718
	Iteration 115Q: 3 clusters Score -3086198 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3086198.000000 Penalty: 995.110718
	Iteration 116Q: 3 clusters Score -3086198 nChanged 6
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Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3086193.250000 Penalty: 995.110718
	Iteration 117Q: 3 clusters Score -3086193 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3086198.000000 Penalty: 995.110718
	Iteration 118Q: 3 clusters Score -3086198 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3086199.750000 Penalty: 995.110718
	Iteration 119Q: 3 clusters Score -3086200 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3086204.750000 Penalty: 995.110718
	Iteration 120F: 3 clusters Score -3086205 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3086205.500000 Penalty: 995.110718
	Iteration 121Q: 3 clusters Score -3086206 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3086209.750000 Penalty: 995.110718
	Iteration 122Q: 3 clusters Score -3086210 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3086207.250000 Penalty: 995.110718
	Iteration 123Q: 3 clusters Score -3086207 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3086208.250000 Penalty: 995.110718
	Iteration 124Q: 3 clusters Score -3086208 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3086213.250000 Penalty: 995.110718
	Iteration 125Q: 3 clusters Score -3086213 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3086212.750000 Penalty: 995.110718
	Iteration 126Q: 3 clusters Score -3086213 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3086219.750000 Penalty: 995.110718
	Iteration 127Q: 3 clusters Score -3086220 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3086222.750000 Penalty: 995.110718
	Iteration 128Q: 3 clusters Score -3086223 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3086220 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55692 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3086221.000000 Penalty: 995.110718
	Iteration 130Q: 3 clusters Score -3086221 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3086223 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3086221.250000 Penalty: 995.110718
	Iteration 132Q: 3 clusters Score -3086221 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3086222.500000 Penalty: 995.110718
	Iteration 133Q: 3 clusters Score -3086222 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3086221.250000 Penalty: 995.110718
	Iteration 134Q: 3 clusters Score -3086221 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3086222.250000 Penalty: 995.110718
	Iteration 135Q: 3 clusters Score -3086222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3086222.000000 Penalty: 995.110718
	Iteration 136Q: 3 clusters Score -3086222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3086223.250000 Penalty: 995.110718
	Iteration 137Q: 3 clusters Score -3086223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3086222.750000 Penalty: 995.110718
	Iteration 138Q: 3 clusters Score -3086223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3086223.000000 Penalty: 995.110718
	Iteration 139Q: 3 clusters Score -3086223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3086227.000000 Penalty: 995.110718
	Iteration 140F: 3 clusters Score -3086227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3086227.000000 Penalty: 995.110718
	Iteration 141Q: 3 clusters Score -3086227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3086227.500000 Penalty: 995.110718
	Iteration 142Q: 3 clusters Score -3086228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3086227.250000 Penalty: 995.110718
	Iteration 143Q: 3 clusters Score -3086227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3086229.750000 Penalty: 995.110718
	Iteration 144Q: 3 clusters Score -3086230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3086231.750000 Penalty: 995.110718
	Iteration 145Q: 3 clusters Score -3086232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3086231.750000 Penalty: 995.110718
	Iteration 146Q: 3 clusters Score -3086232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3086232.750000 Penalty: 995.110718
	Iteration 147Q: 3 clusters Score -3086233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3086236.500000 Penalty: 995.110718
	Iteration 148Q: 3 clusters Score -3086236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3086241.250000 Penalty: 995.110718
	Iteration 149Q: 3 clusters Score -3086241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3086242.000000 Penalty: 995.110718
	Iteration 150Q: 3 clusters Score -3086242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3086247.750000 Penalty: 995.110718
	Iteration 151Q: 3 clusters Score -3086248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3086253.500000 Penalty: 995.110718
	Iteration 152Q: 3 clusters Score -3086254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3086260.000000 Penalty: 995.110718
	Iteration 153Q: 3 clusters Score -3086260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3086263.250000 Penalty: 995.110718
	Iteration 154Q: 3 clusters Score -3086263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3086265.750000 Penalty: 995.110718
	Iteration 155Q: 3 clusters Score -3086266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3086267.250000 Penalty: 995.110718
	Iteration 156Q: 3 clusters Score -3086267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3086268.500000 Penalty: 995.110718
	Iteration 157Q: 3 clusters Score -3086268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3086266.500000 Penalty: 995.110718
	Iteration 158Q: 3 clusters Score -3086266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3086269.500000 Penalty: 995.110718
	Iteration 159Q: 3 clusters Score -3086270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3086270.750000 Penalty: 995.110718
	Iteration 160F: 3 clusters Score -3086271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3086272.250000 Penalty: 995.110718
	Iteration 161Q: 3 clusters Score -3086272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55775 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3086270.000000 Penalty: 995.110718
	Iteration 162Q: 3 clusters Score -3086270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3086273.250000 Penalty: 995.110718
	Iteration 163Q: 3 clusters Score -3086273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3086278.250000 Penalty: 995.110718
	Iteration 164Q: 3 clusters Score -3086278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3086279.000000 Penalty: 995.110718
	Iteration 165Q: 3 clusters Score -3086279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3086278.500000 Penalty: 995.110718
	Iteration 166Q: 3 clusters Score -3086278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3086280.000000 Penalty: 995.110718
	Iteration 167Q: 3 clusters Score -3086280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3086280.000000 Penalty: 995.110718
	Iteration 168F: 3 clusters Score -3086280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -132473.531250 Penalty: 356.984253
	Iteration 0F: 2 clusters Score -132473.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -130677.617188 Penalty: 713.968506
	Iteration 0F: 3 clusters Score -130677.6 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -131228.359375 Penalty: 713.968506
	Iteration 1F: 3 clusters Score -131228.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -131283.359375 Penalty: 713.968506
	Iteration 2F: 3 clusters Score -131283.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -131325.093750 Penalty: 713.968506
	Iteration 3Q: 3 clusters Score -131325.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -131355.343750 Penalty: 713.968506
	Iteration 4Q: 3 clusters Score -131355.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -131384.015625 Penalty: 713.968506
	Iteration 5Q: 3 clusters Score -131384 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -131411.531250 Penalty: 713.968506
	Iteration 6Q: 3 clusters Score -131411.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -131438.937500 Penalty: 713.968506
	Iteration 7Q: 3 clusters Score -131438.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -131471.203125 Penalty: 713.968506
	Iteration 8Q: 3 clusters Score -131471.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -131496.390625 Penalty: 713.968506
	Iteration 9Q: 3 clusters Score -131496.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -131528.531250 Penalty: 713.968506
	Iteration 10Q: 3 clusters Score -131528.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -131563.000000 Penalty: 713.968506
	Iteration 11Q: 3 clusters Score -131563 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -131598.890625 Penalty: 713.968506
	Iteration 12Q: 3 clusters Score -131598.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -131649.343750 Penalty: 713.968506
	Iteration 13Q: 3 clusters Score -131649.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -131706.781250 Penalty: 713.968506
	Iteration 14Q: 3 clusters Score -131706.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -131761.390625 Penalty: 713.968506
	Iteration 15Q: 3 clusters Score -131761.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -131832.109375 Penalty: 713.968506
	Iteration 16Q: 3 clusters Score -131832.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -131899.390625 Penalty: 713.968506
	Iteration 17Q: 3 clusters Score -131899.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -131968.031250 Penalty: 713.968506
	Iteration 18Q: 3 clusters Score -131968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -132034.578125 Penalty: 713.968506
	Iteration 19Q: 3 clusters Score -132034.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -132088.906250 Penalty: 713.968506
	Iteration 20F: 3 clusters Score -132088.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -132129.703125 Penalty: 713.968506
	Iteration 21Q: 3 clusters Score -132129.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -132154.671875 Penalty: 713.968506
	Iteration 22Q: 3 clusters Score -132154.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -132170.625000 Penalty: 713.968506
	Iteration 23Q: 3 clusters Score -132170.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -132180.078125 Penalty: 713.968506
	Iteration 24Q: 3 clusters Score -132180.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -132186.078125 Penalty: 713.968506
	Iteration 25Q: 3 clusters Score -132186.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -132187.328125 Penalty: 713.968506
	Iteration 26Q: 3 clusters Score -132187.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -132187.328125 Penalty: 713.968506
	Iteration 27F: 3 clusters Score -132187.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Entering Unmasked Estep 
Score: -922742.625000 Penalty: 440.835144
	Iteration 0F: 2 clusters Score -922742.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -911991.375000 Penalty: 881.670288
	Iteration 0F: 3 clusters Score -911991.4 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -916662.250000 Penalty: 881.670288
	Iteration 1F: 3 clusters Score -916662.2 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -917280.125000 Penalty: 881.670288
	Iteration 2F: 3 clusters Score -917280.1 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -918270.500000 Penalty: 881.670288
	Iteration 3F: 3 clusters Score -918270.5 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -919454.812500 Penalty: 881.670288
	Iteration 4F: 3 clusters Score -919454.8 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -920451.687500 Penalty: 881.670288
	Iteration 5F: 3 clusters Score -920451.7 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -921048.500000 Penalty: 881.670288
	Iteration 6Q: 3 clusters Score -921048.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -921421.750000 Penalty: 881.670288
	Iteration 7Q: 3 clusters Score -921421.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -921670.687500 Penalty: 881.670288
	Iteration 8Q: 3 clusters Score -921670.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -921868.812500 Penalty: 881.670288
	Iteration 9Q: 3 clusters Score -921868.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -922035.937500 Penalty: 881.670288
	Iteration 10Q: 3 clusters Score -922035.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -922129.812500 Penalty: 881.670288
	Iteration 11Q: 3 clusters Score -922129.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -922186.812500 Penalty: 881.670288
	Iteration 12Q: 3 clusters Score -922186.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -922241.312500 Penalty: 881.670288
	Iteration 13Q: 3 clusters Score -922241.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -922273.500000 Penalty: 881.670288
	Iteration 14Q: 3 clusters Score -922273.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -922296.875000 Penalty: 881.670288
	Iteration 15Q: 3 clusters Score -922296.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -922317.312500 Penalty: 881.670288
	Iteration 16Q: 3 clusters Score -922317.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -922324.750000 Penalty: 881.670288
	Iteration 17Q: 3 clusters Score -922324.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -922335.562500 Penalty: 881.670288
	Iteration 18Q: 3 clusters Score -922335.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -922345.750000 Penalty: 881.670288
	Iteration 19Q: 3 clusters Score -922345.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -922353.437500 Penalty: 881.670288
	Iteration 20F: 3 clusters Score -922353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -922358.687500 Penalty: 881.670288
	Iteration 21Q: 3 clusters Score -922358.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -922360.812500 Penalty: 881.670288
	Iteration 22Q: 3 clusters Score -922360.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -922364.500000 Penalty: 881.670288
	Iteration 23Q: 3 clusters Score -922364.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -922369.937500 Penalty: 881.670288
	Iteration 24Q: 3 clusters Score -922369.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -922376.562500 Penalty: 881.670288
	Iteration 25Q: 3 clusters Score -922376.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -922381.562500 Penalty: 881.670288
	Iteration 26Q: 3 clusters Score -922381.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -922384.312500 Penalty: 881.670288
	Iteration 27Q: 3 clusters Score -922384.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -922386.062500 Penalty: 881.670288
	Iteration 28Q: 3 clusters Score -922386.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -922386.062500 Penalty: 881.670288
	Iteration 29F: 3 clusters Score -922386.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -6102.930664 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -6102.931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5856.351074 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -5856.351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6013.314941 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -6013.315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6201.248047 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -6201.248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -6270.583496 Penalty: 456.572449
	Iteration 3F: 3 clusters Score -6270.583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -6296.898926 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -6296.899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -6308.090820 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -6308.091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -6308.090820 Penalty: 456.572449
	Iteration 6F: 3 clusters Score -6308.091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56122 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 16134 members 
Mstep: Class 7 contains 132 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46372 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 18747 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 58918 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304005 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 19 members 
Entering Unmasked Estep 
Score: -27468016.000000 Penalty: 22205.326172
Splitting cluster 7 changes total score from -27468244.000000 to -27468016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -7410.182617 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -7410.183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7145.611816 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -7145.612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7317.517578 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -7317.518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7375.464844 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -7375.465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7407.203613 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -7407.204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7455.254395 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -7455.254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7510.511230 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -7510.511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7543.924316 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -7543.924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7550.845703 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -7550.846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7551.975098 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -7551.975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7554.775391 Penalty: 484.836731
	Iteration 9Q: 3 clusters Score -7554.775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7560.139160 Penalty: 484.836731
	Iteration 10Q: 3 clusters Score -7560.139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7564.840332 Penalty: 484.836731
	Iteration 11Q: 3 clusters Score -7564.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7572.249023 Penalty: 484.836731
	Iteration 12Q: 3 clusters Score -7572.249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7577.606445 Penalty: 484.836731
	Iteration 13Q: 3 clusters Score -7577.606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7579.599121 Penalty: 484.836731
	Iteration 14Q: 3 clusters Score -7579.599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7579.599121 Penalty: 484.836731
	Iteration 15F: 3 clusters Score -7579.599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56122 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 16134 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 91 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46372 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 18747 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 58918 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304005 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 115 members 
Entering Unmasked Estep 
Score: -27467990.000000 Penalty: 22205.326172
Splitting cluster 8 changes total score from -27468244.000000 to -27467990.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -33877.796875 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -33877.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -33277.359375 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -33277.36 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -33496.027344 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -33496.03 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33534.093750 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -33534.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33548.312500 Penalty: 600.588257
	Iteration 3Q: 3 clusters Score -33548.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33558.312500 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -33558.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33570.343750 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -33570.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -33585.949219 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -33585.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33605.765625 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -33605.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33613.246094 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -33613.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33620.710938 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -33620.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33625.871094 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -33625.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -33629.046875 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -33629.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33632.812500 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -33632.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33639.269531 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -33639.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33641.414062 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -33641.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -33643.242188 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -33643.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33644.382812 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -33644.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33645.562500 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -33645.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33648.164062 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -33648.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33649.019531 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -33649.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33650.777344 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -33650.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33651.562500 Penalty: 600.588257
	Iteration 21Q: 3 clusters Score -33651.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33653.117188 Penalty: 600.588257
	Iteration 22Q: 3 clusters Score -33653.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33653.789062 Penalty: 600.588257
	Iteration 23Q: 3 clusters Score -33653.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33653.867188 Penalty: 600.588257
	Iteration 24Q: 3 clusters Score -33653.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33653.972656 Penalty: 600.588257
	Iteration 25Q: 3 clusters Score -33653.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33653.972656 Penalty: 600.588257
	Iteration 26F: 3 clusters Score -33653.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13227.187500 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -13227.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12865.286133 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -12865.29 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12949.362305 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -12949.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12997.401367 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -12997.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13024.319336 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -13024.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13044.116211 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -13044.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13059.546875 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -13059.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13064.752930 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -13064.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13067.141602 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -13067.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13068.168945 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -13068.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13068.723633 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -13068.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13068.723633 Penalty: 510.127991
	Iteration 10F: 3 clusters Score -13068.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Entering Unmasked Estep 
Score: -2365879.500000 Penalty: 488.872559
	Iteration 0F: 2 clusters Score -2365880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -2335004.250000 Penalty: 977.745117
	Iteration 0F: 3 clusters Score -2335004 nChanged 22369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2348703.000000 Penalty: 977.745117
	Iteration 1F: 3 clusters Score -2348703 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2350109.250000 Penalty: 977.745117
	Iteration 2F: 3 clusters Score -2350109 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2352193.000000 Penalty: 977.745117
	Iteration 3F: 3 clusters Score -2352193 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2354943.750000 Penalty: 977.745117
	Iteration 4F: 3 clusters Score -2354944 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2357979.750000 Penalty: 977.745117
	Iteration 5F: 3 clusters Score -2357980 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2360586.750000 Penalty: 977.745117
	Iteration 6F: 3 clusters Score -2360587 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2362242.500000 Penalty: 977.745117
	Iteration 7Q: 3 clusters Score -2362242 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2363281.750000 Penalty: 977.745117
	Iteration 8Q: 3 clusters Score -2363282 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2363898.250000 Penalty: 977.745117
	Iteration 9Q: 3 clusters Score -2363898 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2364328.500000 Penalty: 977.745117
	Iteration 10Q: 3 clusters Score -2364328 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2364639.750000 Penalty: 977.745117
	Iteration 11Q: 3 clusters Score -2364640 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2364883.000000 Penalty: 977.745117
	Iteration 12Q: 3 clusters Score -2364883 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2365041.750000 Penalty: 977.745117
	Iteration 13Q: 3 clusters Score -2365042 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2365164.250000 Penalty: 977.745117
	Iteration 14Q: 3 clusters Score -2365164 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2365242.500000 Penalty: 977.745117
	Iteration 15Q: 3 clusters Score -2365242 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2365316.750000 Penalty: 977.745117
	Iteration 16Q: 3 clusters Score -2365317 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2365383.500000 Penalty: 977.745117
	Iteration 17Q: 3 clusters Score -2365384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2365414.000000 Penalty: 977.745117
	Iteration 18Q: 3 clusters Score -2365414 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2365439.250000 Penalty: 977.745117
	Iteration 19Q: 3 clusters Score -2365439 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2365448.000000 Penalty: 977.745117
	Iteration 20F: 3 clusters Score -2365448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2365463.500000 Penalty: 977.745117
	Iteration 21Q: 3 clusters Score -2365464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2365480.250000 Penalty: 977.745117
	Iteration 22Q: 3 clusters Score -2365480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2365492.250000 Penalty: 977.745117
	Iteration 23Q: 3 clusters Score -2365492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2365498.500000 Penalty: 977.745117
	Iteration 24Q: 3 clusters Score -2365498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2365501.500000 Penalty: 977.745117
	Iteration 25Q: 3 clusters Score -2365502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2365508.500000 Penalty: 977.745117
	Iteration 26Q: 3 clusters Score -2365508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2365515.250000 Penalty: 977.745117
	Iteration 27Q: 3 clusters Score -2365515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2365519.500000 Penalty: 977.745117
	Iteration 28Q: 3 clusters Score -2365520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2365526.500000 Penalty: 977.745117
	Iteration 29Q: 3 clusters Score -2365526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2365529.750000 Penalty: 977.745117
	Iteration 30Q: 3 clusters Score -2365530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2365539.250000 Penalty: 977.745117
	Iteration 31Q: 3 clusters Score -2365539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2365538.250000 Penalty: 977.745117
	Iteration 32Q: 3 clusters Score -2365538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2365541.750000 Penalty: 977.745117
	Iteration 33Q: 3 clusters Score -2365542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2365539.750000 Penalty: 977.745117
	Iteration 34Q: 3 clusters Score -2365540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2365543.750000 Penalty: 977.745117
	Iteration 35Q: 3 clusters Score -2365544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2365542.250000 Penalty: 977.745117
	Iteration 36Q: 3 clusters Score -2365542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2365544.000000 Penalty: 977.745117
	Iteration 37Q: 3 clusters Score -2365544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2365543.250000 Penalty: 977.745117
	Iteration 38Q: 3 clusters Score -2365543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2365546.000000 Penalty: 977.745117
	Iteration 39Q: 3 clusters Score -2365546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2365546.000000 Penalty: 977.745117
	Iteration 40F: 3 clusters Score -2365546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2365547.000000 Penalty: 977.745117
	Iteration 41Q: 3 clusters Score -2365547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2365543.750000 Penalty: 977.745117
	Iteration 42Q: 3 clusters Score -2365544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2365543.750000 Penalty: 977.745117
	Iteration 43F: 3 clusters Score -2365544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Entering Unmasked Estep 
Score: -134066.359375 Penalty: 356.930786
	Iteration 0F: 2 clusters Score -134066.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -132291.359375 Penalty: 713.861572
	Iteration 0F: 3 clusters Score -132291.4 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -132998.906250 Penalty: 713.861572
	Iteration 1F: 3 clusters Score -132998.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -133133.359375 Penalty: 713.861572
	Iteration 2F: 3 clusters Score -133133.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -133239.093750 Penalty: 713.861572
	Iteration 3F: 3 clusters Score -133239.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -133328.015625 Penalty: 713.861572
	Iteration 4F: 3 clusters Score -133328 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -133392.078125 Penalty: 713.861572
	Iteration 5Q: 3 clusters Score -133392.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -133437.312500 Penalty: 713.861572
	Iteration 6Q: 3 clusters Score -133437.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -133468.734375 Penalty: 713.861572
	Iteration 7Q: 3 clusters Score -133468.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -133489.203125 Penalty: 713.861572
	Iteration 8Q: 3 clusters Score -133489.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -133500.828125 Penalty: 713.861572
	Iteration 9Q: 3 clusters Score -133500.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -133509.125000 Penalty: 713.861572
	Iteration 10Q: 3 clusters Score -133509.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -133515.796875 Penalty: 713.861572
	Iteration 11Q: 3 clusters Score -133515.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -133524.046875 Penalty: 713.861572
	Iteration 12Q: 3 clusters Score -133524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -133536.328125 Penalty: 713.861572
	Iteration 13Q: 3 clusters Score -133536.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -133545.093750 Penalty: 713.861572
	Iteration 14Q: 3 clusters Score -133545.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -133550.921875 Penalty: 713.861572
	Iteration 15Q: 3 clusters Score -133550.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -133555.984375 Penalty: 713.861572
	Iteration 16Q: 3 clusters Score -133556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -133559.328125 Penalty: 713.861572
	Iteration 17Q: 3 clusters Score -133559.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -133561.500000 Penalty: 713.861572
	Iteration 18Q: 3 clusters Score -133561.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -133562.687500 Penalty: 713.861572
	Iteration 19Q: 3 clusters Score -133562.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -133564.453125 Penalty: 713.861572
	Iteration 20F: 3 clusters Score -133564.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -133566.578125 Penalty: 713.861572
	Iteration 21Q: 3 clusters Score -133566.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -133570.109375 Penalty: 713.861572
	Iteration 22Q: 3 clusters Score -133570.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -133573.062500 Penalty: 713.861572
	Iteration 23Q: 3 clusters Score -133573.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -133577.687500 Penalty: 713.861572
	Iteration 24Q: 3 clusters Score -133577.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -133581.781250 Penalty: 713.861572
	Iteration 25Q: 3 clusters Score -133581.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -133584.000000 Penalty: 713.861572
	Iteration 26Q: 3 clusters Score -133584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -133584.796875 Penalty: 713.861572
	Iteration 27Q: 3 clusters Score -133584.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -133585.125000 Penalty: 713.861572
	Iteration 28Q: 3 clusters Score -133585.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -133585.906250 Penalty: 713.861572
	Iteration 29Q: 3 clusters Score -133585.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -133586.921875 Penalty: 713.861572
	Iteration 30Q: 3 clusters Score -133586.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -133588.765625 Penalty: 713.861572
	Iteration 31Q: 3 clusters Score -133588.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -133590.328125 Penalty: 713.861572
	Iteration 32Q: 3 clusters Score -133590.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -133591.046875 Penalty: 713.861572
	Iteration 33Q: 3 clusters Score -133591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -133591.250000 Penalty: 713.861572
	Iteration 34Q: 3 clusters Score -133591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -133591.390625 Penalty: 713.861572
	Iteration 35Q: 3 clusters Score -133591.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -133591.828125 Penalty: 713.861572
	Iteration 36Q: 3 clusters Score -133591.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -133592.406250 Penalty: 713.861572
	Iteration 37Q: 3 clusters Score -133592.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -133592.625000 Penalty: 713.861572
	Iteration 38Q: 3 clusters Score -133592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -133592.671875 Penalty: 713.861572
	Iteration 39Q: 3 clusters Score -133592.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -133593.015625 Penalty: 713.861572
	Iteration 40F: 3 clusters Score -133593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -133592.890625 Penalty: 713.861572
	Iteration 41Q: 3 clusters Score -133592.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -133593.046875 Penalty: 713.861572
	Iteration 42Q: 3 clusters Score -133593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -133593.234375 Penalty: 713.861572
	Iteration 43Q: 3 clusters Score -133593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -133593.250000 Penalty: 713.861572
	Iteration 44Q: 3 clusters Score -133593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -133594.015625 Penalty: 713.861572
	Iteration 45Q: 3 clusters Score -133594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -133594.609375 Penalty: 713.861572
	Iteration 46Q: 3 clusters Score -133594.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -133595.062500 Penalty: 713.861572
	Iteration 47Q: 3 clusters Score -133595.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -133595.671875 Penalty: 713.861572
	Iteration 48Q: 3 clusters Score -133595.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -133596.453125 Penalty: 713.861572
	Iteration 49Q: 3 clusters Score -133596.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -133596.625000 Penalty: 713.861572
	Iteration 50Q: 3 clusters Score -133596.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -133597.218750 Penalty: 713.861572
	Iteration 51Q: 3 clusters Score -133597.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -133597.906250 Penalty: 713.861572
	Iteration 52Q: 3 clusters Score -133597.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -133600.406250 Penalty: 713.861572
	Iteration 53Q: 3 clusters Score -133600.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -133603.421875 Penalty: 713.861572
	Iteration 54Q: 3 clusters Score -133603.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -133605.296875 Penalty: 713.861572
	Iteration 55Q: 3 clusters Score -133605.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -133606.875000 Penalty: 713.861572
	Iteration 56Q: 3 clusters Score -133606.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -133609.015625 Penalty: 713.861572
	Iteration 57Q: 3 clusters Score -133609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -133611.062500 Penalty: 713.861572
	Iteration 58Q: 3 clusters Score -133611.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -133612.703125 Penalty: 713.861572
	Iteration 59Q: 3 clusters Score -133612.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -133613.593750 Penalty: 713.861572
	Iteration 60F: 3 clusters Score -133613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -133613.843750 Penalty: 713.861572
	Iteration 61Q: 3 clusters Score -133613.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -133614.203125 Penalty: 713.861572
	Iteration 62Q: 3 clusters Score -133614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -133614.312500 Penalty: 713.861572
	Iteration 63Q: 3 clusters Score -133614.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -133614.765625 Penalty: 713.861572
	Iteration 64Q: 3 clusters Score -133614.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -133615.593750 Penalty: 713.861572
	Iteration 65Q: 3 clusters Score -133615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -133616.484375 Penalty: 713.861572
	Iteration 66Q: 3 clusters Score -133616.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -133616.906250 Penalty: 713.861572
	Iteration 67Q: 3 clusters Score -133616.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -133617.609375 Penalty: 713.861572
	Iteration 68Q: 3 clusters Score -133617.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -133618.421875 Penalty: 713.861572
	Iteration 69Q: 3 clusters Score -133618.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -133619.578125 Penalty: 713.861572
	Iteration 70Q: 3 clusters Score -133619.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -133620.578125 Penalty: 713.861572
	Iteration 71Q: 3 clusters Score -133620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -133620.515625 Penalty: 713.861572
	Iteration 72Q: 3 clusters Score -133620.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -133620.515625 Penalty: 713.861572
	Iteration 73F: 3 clusters Score -133620.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -28397.996094 Penalty: 286.852417
	Iteration 0F: 2 clusters Score -28398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27881.533203 Penalty: 573.704834
	Iteration 0F: 3 clusters Score -27881.53 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28038.919922 Penalty: 573.704834
	Iteration 1F: 3 clusters Score -28038.92 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28072.011719 Penalty: 573.704834
	Iteration 2F: 3 clusters Score -28072.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28086.763672 Penalty: 573.704834
	Iteration 3Q: 3 clusters Score -28086.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28094.804688 Penalty: 573.704834
	Iteration 4Q: 3 clusters Score -28094.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28098.300781 Penalty: 573.704834
	Iteration 5Q: 3 clusters Score -28098.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28105.544922 Penalty: 573.704834
	Iteration 6Q: 3 clusters Score -28105.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28118.427734 Penalty: 573.704834
	Iteration 7Q: 3 clusters Score -28118.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28125.939453 Penalty: 573.704834
	Iteration 8Q: 3 clusters Score -28125.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28132.996094 Penalty: 573.704834
	Iteration 9Q: 3 clusters Score -28133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28138.349609 Penalty: 573.704834
	Iteration 10Q: 3 clusters Score -28138.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28150.646484 Penalty: 573.704834
	Iteration 11Q: 3 clusters Score -28150.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28156.882812 Penalty: 573.704834
	Iteration 12Q: 3 clusters Score -28156.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28160.841797 Penalty: 573.704834
	Iteration 13Q: 3 clusters Score -28160.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28166.007812 Penalty: 573.704834
	Iteration 14Q: 3 clusters Score -28166.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28174.867188 Penalty: 573.704834
	Iteration 15Q: 3 clusters Score -28174.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28186.527344 Penalty: 573.704834
	Iteration 16Q: 3 clusters Score -28186.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28191.964844 Penalty: 573.704834
	Iteration 17Q: 3 clusters Score -28191.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28198.697266 Penalty: 573.704834
	Iteration 18Q: 3 clusters Score -28198.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28201.771484 Penalty: 573.704834
	Iteration 19Q: 3 clusters Score -28201.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28207.888672 Penalty: 573.704834
	Iteration 20F: 3 clusters Score -28207.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28211.765625 Penalty: 573.704834
	Iteration 21Q: 3 clusters Score -28211.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28211.765625 Penalty: 573.704834
	Iteration 22F: 3 clusters Score -28211.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Entering Unmasked Estep 
Score: -1045565.062500 Penalty: 447.664886
	Iteration 0F: 2 clusters Score -1045565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1033049.687500 Penalty: 895.329773
	Iteration 0F: 3 clusters Score -1033050 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1038100.625000 Penalty: 895.329773
	Iteration 1F: 3 clusters Score -1038101 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1038424.125000 Penalty: 895.329773
	Iteration 2Q: 3 clusters Score -1038424 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1038897.312500 Penalty: 895.329773
	Iteration 3Q: 3 clusters Score -1038897 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1039716.875000 Penalty: 895.329773
	Iteration 4F: 3 clusters Score -1039717 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1040901.562500 Penalty: 895.329773
	Iteration 5F: 3 clusters Score -1040902 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1042064.187500 Penalty: 895.329773
	Iteration 6F: 3 clusters Score -1042064 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1042672.000000 Penalty: 895.329773
	Iteration 7F: 3 clusters Score -1042672 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1042921.062500 Penalty: 895.329773
	Iteration 8Q: 3 clusters Score -1042921 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1043062.000000 Penalty: 895.329773
	Iteration 9Q: 3 clusters Score -1043062 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1043194.812500 Penalty: 895.329773
	Iteration 10Q: 3 clusters Score -1043195 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1043299.875000 Penalty: 895.329773
	Iteration 11Q: 3 clusters Score -1043300 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1043380.250000 Penalty: 895.329773
	Iteration 12Q: 3 clusters Score -1043380 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1043449.375000 Penalty: 895.329773
	Iteration 13Q: 3 clusters Score -1043449 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1043504.562500 Penalty: 895.329773
	Iteration 14Q: 3 clusters Score -1043505 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1043558.250000 Penalty: 895.329773
	Iteration 15Q: 3 clusters Score -1043558 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1043601.250000 Penalty: 895.329773
	Iteration 16Q: 3 clusters Score -1043601 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1043653.687500 Penalty: 895.329773
	Iteration 17Q: 3 clusters Score -1043654 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1043714.375000 Penalty: 895.329773
	Iteration 18Q: 3 clusters Score -1043714 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1043766.187500 Penalty: 895.329773
	Iteration 19Q: 3 clusters Score -1043766 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1043826.125000 Penalty: 895.329773
	Iteration 20F: 3 clusters Score -1043826 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1043877.250000 Penalty: 895.329773
	Iteration 21Q: 3 clusters Score -1043877 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1043919.437500 Penalty: 895.329773
	Iteration 22Q: 3 clusters Score -1043919 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1043964.500000 Penalty: 895.329773
	Iteration 23Q: 3 clusters Score -1043964 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1044007.937500 Penalty: 895.329773
	Iteration 24Q: 3 clusters Score -1044008 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1044057.687500 Penalty: 895.329773
	Iteration 25Q: 3 clusters Score -1044058 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1044108.375000 Penalty: 895.329773
	Iteration 26Q: 3 clusters Score -1044108 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1044159.875000 Penalty: 895.329773
	Iteration 27Q: 3 clusters Score -1044160 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1044200.812500 Penalty: 895.329773
	Iteration 28Q: 3 clusters Score -1044201 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1044243.625000 Penalty: 895.329773
	Iteration 29Q: 3 clusters Score -1044244 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1044289.687500 Penalty: 895.329773
	Iteration 30Q: 3 clusters Score -1044290 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1044322.625000 Penalty: 895.329773
	Iteration 31Q: 3 clusters Score -1044323 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1044364.437500 Penalty: 895.329773
	Iteration 32Q: 3 clusters Score -1044364 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1044395.000000 Penalty: 895.329773
	Iteration 33Q: 3 clusters Score -1044395 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1044433.687500 Penalty: 895.329773
	Iteration 34Q: 3 clusters Score -1044434 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1044464.062500 Penalty: 895.329773
	Iteration 35Q: 3 clusters Score -1044464 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1044496.875000 Penalty: 895.329773
	Iteration 36Q: 3 clusters Score -1044497 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1044526.500000 Penalty: 895.329773
	Iteration 37Q: 3 clusters Score -1044526 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1044560.500000 Penalty: 895.329773
	Iteration 38Q: 3 clusters Score -1044560 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1044590.375000 Penalty: 895.329773
	Iteration 39Q: 3 clusters Score -1044590 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1044625.125000 Penalty: 895.329773
	Iteration 40F: 3 clusters Score -1044625 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1044650.062500 Penalty: 895.329773
	Iteration 41Q: 3 clusters Score -1044650 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1044669.687500 Penalty: 895.329773
	Iteration 42Q: 3 clusters Score -1044670 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1044695.562500 Penalty: 895.329773
	Iteration 43Q: 3 clusters Score -1044696 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1044713.437500 Penalty: 895.329773
	Iteration 44Q: 3 clusters Score -1044713 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1044737.562500 Penalty: 895.329773
	Iteration 45Q: 3 clusters Score -1044738 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1044768.250000 Penalty: 895.329773
	Iteration 46Q: 3 clusters Score -1044768 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1044799.000000 Penalty: 895.329773
	Iteration 47Q: 3 clusters Score -1044799 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1044824.125000 Penalty: 895.329773
	Iteration 48Q: 3 clusters Score -1044824 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1044843.125000 Penalty: 895.329773
	Iteration 49Q: 3 clusters Score -1044843 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1044865.687500 Penalty: 895.329773
	Iteration 50Q: 3 clusters Score -1044866 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1044887.187500 Penalty: 895.329773
	Iteration 51Q: 3 clusters Score -1044887 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1044905.000000 Penalty: 895.329773
	Iteration 52Q: 3 clusters Score -1044905 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1044920.625000 Penalty: 895.329773
	Iteration 53Q: 3 clusters Score -1044921 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1044940.875000 Penalty: 895.329773
	Iteration 54Q: 3 clusters Score -1044941 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1044950.875000 Penalty: 895.329773
	Iteration 55Q: 3 clusters Score -1044951 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1044965.187500 Penalty: 895.329773
	Iteration 56Q: 3 clusters Score -1044965 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1044983.375000 Penalty: 895.329773
	Iteration 57Q: 3 clusters Score -1044983 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1045000.062500 Penalty: 895.329773
	Iteration 58Q: 3 clusters Score -1045000 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1045014.062500 Penalty: 895.329773
	Iteration 59Q: 3 clusters Score -1045014 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1045034.875000 Penalty: 895.329773
	Iteration 60F: 3 clusters Score -1045035 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1045058.312500 Penalty: 895.329773
	Iteration 61Q: 3 clusters Score -1045058 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1045078.062500 Penalty: 895.329773
	Iteration 62Q: 3 clusters Score -1045078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1045087.562500 Penalty: 895.329773
	Iteration 63Q: 3 clusters Score -1045088 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1045106.937500 Penalty: 895.329773
	Iteration 64Q: 3 clusters Score -1045107 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -1045121.812500 Penalty: 895.329773
	Iteration 65Q: 3 clusters Score -1045122 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1045132.187500 Penalty: 895.329773
	Iteration 66Q: 3 clusters Score -1045132 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1045141.875000 Penalty: 895.329773
	Iteration 67Q: 3 clusters Score -1045142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -1045153.625000 Penalty: 895.329773
	Iteration 68Q: 3 clusters Score -1045154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1045165.875000 Penalty: 895.329773
	Iteration 69Q: 3 clusters Score -1045166 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1045180.562500 Penalty: 895.329773
	Iteration 70Q: 3 clusters Score -1045181 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1045200.125000 Penalty: 895.329773
	Iteration 71Q: 3 clusters Score -1045200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1045214.750000 Penalty: 895.329773
	Iteration 72Q: 3 clusters Score -1045215 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -1045227.687500 Penalty: 895.329773
	Iteration 73Q: 3 clusters Score -1045228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -1045238.375000 Penalty: 895.329773
	Iteration 74Q: 3 clusters Score -1045238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1045247.250000 Penalty: 895.329773
	Iteration 75Q: 3 clusters Score -1045247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -1045260.500000 Penalty: 895.329773
	Iteration 76Q: 3 clusters Score -1045260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -1045270.937500 Penalty: 895.329773
	Iteration 77Q: 3 clusters Score -1045271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1045277.125000 Penalty: 895.329773
	Iteration 78Q: 3 clusters Score -1045277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -1045280.812500 Penalty: 895.329773
	Iteration 79Q: 3 clusters Score -1045281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -1045288.187500 Penalty: 895.329773
	Iteration 80F: 3 clusters Score -1045288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -1045287.500000 Penalty: 895.329773
	Iteration 81Q: 3 clusters Score -1045288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1045290.875000 Penalty: 895.329773
	Iteration 82Q: 3 clusters Score -1045291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1045298.687500 Penalty: 895.329773
	Iteration 83Q: 3 clusters Score -1045299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -1045300.937500 Penalty: 895.329773
	Iteration 84Q: 3 clusters Score -1045301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1045306.250000 Penalty: 895.329773
	Iteration 85Q: 3 clusters Score -1045306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -1045311.062500 Penalty: 895.329773
	Iteration 86Q: 3 clusters Score -1045311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -1045312.125000 Penalty: 895.329773
	Iteration 87Q: 3 clusters Score -1045312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1045313.187500 Penalty: 895.329773
	Iteration 88Q: 3 clusters Score -1045313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1045315.125000 Penalty: 895.329773
	Iteration 89Q: 3 clusters Score -1045315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -1045315.750000 Penalty: 895.329773
	Iteration 90Q: 3 clusters Score -1045316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1045319.000000 Penalty: 895.329773
	Iteration 91Q: 3 clusters Score -1045319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -1045318.125000 Penalty: 895.329773
	Iteration 92Q: 3 clusters Score -1045318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1045319.750000 Penalty: 895.329773
	Iteration 93Q: 3 clusters Score -1045320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -1045321.500000 Penalty: 895.329773
	Iteration 94Q: 3 clusters Score -1045322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1045323.187500 Penalty: 895.329773
	Iteration 95Q: 3 clusters Score -1045323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1045323.312500 Penalty: 895.329773
	Iteration 96Q: 3 clusters Score -1045323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -1045326.125000 Penalty: 895.329773
	Iteration 97Q: 3 clusters Score -1045326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1045329.625000 Penalty: 895.329773
	Iteration 98Q: 3 clusters Score -1045330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1045328.750000 Penalty: 895.329773
	Iteration 99Q: 3 clusters Score -1045329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1045329.000000 Penalty: 895.329773
	Iteration 100F: 3 clusters Score -1045329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1045328.375000 Penalty: 895.329773
	Iteration 101Q: 3 clusters Score -1045328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -1045328.750000 Penalty: 895.329773
	Iteration 102Q: 3 clusters Score -1045329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1045328.750000 Penalty: 895.329773
	Iteration 103Q: 3 clusters Score -1045329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -1045328.125000 Penalty: 895.329773
	Iteration 104Q: 3 clusters Score -1045328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1045327.812500 Penalty: 895.329773
	Iteration 105Q: 3 clusters Score -1045328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -1045328.625000 Penalty: 895.329773
	Iteration 106Q: 3 clusters Score -1045329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -1045328.562500 Penalty: 895.329773
	Iteration 107Q: 3 clusters Score -1045329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -1045328.562500 Penalty: 895.329773
	Iteration 108F: 3 clusters Score -1045329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -15234.957031 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -15234.96 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 184 members 
Entering Unmasked Estep 
Score: -14877.089844 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -14877.09 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14983.329102 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -14983.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15006.166992 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -15006.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15009.849609 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -15009.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15011.489258 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -15011.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15012.796875 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -15012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15015.215820 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -15015.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15015.394531 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -15015.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15015.565430 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -15015.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15017.067383 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -15017.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15019.328125 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -15019.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15019.933594 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -15019.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15020.443359 Penalty: 532.550415
	Iteration 12Q: 3 clusters Score -15020.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15021.930664 Penalty: 532.550415
	Iteration 13Q: 3 clusters Score -15021.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15024.772461 Penalty: 532.550415
	Iteration 14Q: 3 clusters Score -15024.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15026.385742 Penalty: 532.550415
	Iteration 15Q: 3 clusters Score -15026.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15029.612305 Penalty: 532.550415
	Iteration 16Q: 3 clusters Score -15029.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15033.468750 Penalty: 532.550415
	Iteration 17Q: 3 clusters Score -15033.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15039.605469 Penalty: 532.550415
	Iteration 18Q: 3 clusters Score -15039.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15051.246094 Penalty: 532.550415
	Iteration 19Q: 3 clusters Score -15051.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15061.612305 Penalty: 532.550415
	Iteration 20F: 3 clusters Score -15061.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15068.971680 Penalty: 532.550415
	Iteration 21Q: 3 clusters Score -15068.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15073.894531 Penalty: 532.550415
	Iteration 22Q: 3 clusters Score -15073.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15077.818359 Penalty: 532.550415
	Iteration 23Q: 3 clusters Score -15077.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15080.744141 Penalty: 532.550415
	Iteration 24Q: 3 clusters Score -15080.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15081.771484 Penalty: 532.550415
	Iteration 25Q: 3 clusters Score -15081.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15082.721680 Penalty: 532.550415
	Iteration 26Q: 3 clusters Score -15082.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15083.650391 Penalty: 532.550415
	Iteration 27Q: 3 clusters Score -15083.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15083.837891 Penalty: 532.550415
	Iteration 28Q: 3 clusters Score -15083.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15083.837891 Penalty: 532.550415
	Iteration 29F: 3 clusters Score -15083.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -12743.800781 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -12743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12427.936523 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -12427.94 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12498.092773 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -12498.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12518.561523 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -12518.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12530.607422 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -12530.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12532.272461 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -12532.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12532.272461 Penalty: 506.371338
	Iteration 5F: 3 clusters Score -12532.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -203957.781250 Penalty: 377.753113
	Iteration 0F: 2 clusters Score -203957.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -201202.156250 Penalty: 755.506226
	Iteration 0F: 3 clusters Score -201202.2 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -202187.812500 Penalty: 755.506226
	Iteration 1F: 3 clusters Score -202187.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -202297.859375 Penalty: 755.506226
	Iteration 2F: 3 clusters Score -202297.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -202402.031250 Penalty: 755.506226
	Iteration 3F: 3 clusters Score -202402 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -202485.312500 Penalty: 755.506226
	Iteration 4F: 3 clusters Score -202485.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -202588.812500 Penalty: 755.506226
	Iteration 5F: 3 clusters Score -202588.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -202743.312500 Penalty: 755.506226
	Iteration 6F: 3 clusters Score -202743.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -202964.796875 Penalty: 755.506226
	Iteration 7F: 3 clusters Score -202964.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -203173.671875 Penalty: 755.506226
	Iteration 8F: 3 clusters Score -203173.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -203343.015625 Penalty: 755.506226
	Iteration 9F: 3 clusters Score -203343 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -203488.375000 Penalty: 755.506226
	Iteration 10Q: 3 clusters Score -203488.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -203600.562500 Penalty: 755.506226
	Iteration 11Q: 3 clusters Score -203600.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -203706.203125 Penalty: 755.506226
	Iteration 12Q: 3 clusters Score -203706.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -203775.531250 Penalty: 755.506226
	Iteration 13Q: 3 clusters Score -203775.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -203821.218750 Penalty: 755.506226
	Iteration 14Q: 3 clusters Score -203821.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -203843.234375 Penalty: 755.506226
	Iteration 15Q: 3 clusters Score -203843.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -203863.781250 Penalty: 755.506226
	Iteration 16Q: 3 clusters Score -203863.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -203873.203125 Penalty: 755.506226
	Iteration 17Q: 3 clusters Score -203873.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -203876.687500 Penalty: 755.506226
	Iteration 18Q: 3 clusters Score -203876.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -203882.140625 Penalty: 755.506226
	Iteration 19Q: 3 clusters Score -203882.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -203883.562500 Penalty: 755.506226
	Iteration 20F: 3 clusters Score -203883.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -18362.763672 Penalty: 269.431824
	Iteration 0F: 2 clusters Score -18362.76 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 166 members 
Entering Unmasked Estep 
Score: -17953.867188 Penalty: 538.863647
	Iteration 0F: 3 clusters Score -17953.87 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18028.724609 Penalty: 538.863647
	Iteration 1F: 3 clusters Score -18028.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18049.769531 Penalty: 538.863647
	Iteration 2F: 3 clusters Score -18049.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18056.257812 Penalty: 538.863647
	Iteration 3Q: 3 clusters Score -18056.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18064.787109 Penalty: 538.863647
	Iteration 4Q: 3 clusters Score -18064.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18074.035156 Penalty: 538.863647
	Iteration 5Q: 3 clusters Score -18074.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18079.177734 Penalty: 538.863647
	Iteration 6Q: 3 clusters Score -18079.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18084.732422 Penalty: 538.863647
	Iteration 7Q: 3 clusters Score -18084.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18087.015625 Penalty: 538.863647
	Iteration 8Q: 3 clusters Score -18087.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18087.265625 Penalty: 538.863647
	Iteration 9Q: 3 clusters Score -18087.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18089.908203 Penalty: 538.863647
	Iteration 10Q: 3 clusters Score -18089.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18090.087891 Penalty: 538.863647
	Iteration 11Q: 3 clusters Score -18090.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18090.177734 Penalty: 538.863647
	Iteration 12Q: 3 clusters Score -18090.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18090.177734 Penalty: 538.863647
	Iteration 13F: 3 clusters Score -18090.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -37975.265625 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -37975.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -37283.000000 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -37283 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -37551.281250 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -37551.28 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -37670.679688 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -37670.68 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -37746.976562 Penalty: 612.739563
	Iteration 3F: 3 clusters Score -37746.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -37789.429688 Penalty: 612.739563
	Iteration 4Q: 3 clusters Score -37789.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -37824.695312 Penalty: 612.739563
	Iteration 5Q: 3 clusters Score -37824.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -37851.445312 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -37851.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -37870.562500 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -37870.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -37878.359375 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -37878.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -37888.378906 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -37888.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -37897.339844 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -37897.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -37907.402344 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -37907.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -37916.296875 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -37916.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -37923.375000 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -37923.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -37925.871094 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -37925.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37927.136719 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -37927.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37929.781250 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -37929.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37930.355469 Penalty: 612.739563
	Iteration 17Q: 3 clusters Score -37930.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37930.355469 Penalty: 612.739563
	Iteration 18F: 3 clusters Score -37930.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -105818.343750 Penalty: 344.572266
	Iteration 0F: 2 clusters Score -105818.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -104411.343750 Penalty: 689.144531
	Iteration 0F: 3 clusters Score -104411.3 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -104923.976562 Penalty: 689.144531
	Iteration 1F: 3 clusters Score -104924 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -105019.445312 Penalty: 689.144531
	Iteration 2F: 3 clusters Score -105019.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -105091.375000 Penalty: 689.144531
	Iteration 3F: 3 clusters Score -105091.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -105146.992188 Penalty: 689.144531
	Iteration 4F: 3 clusters Score -105147 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -105202.625000 Penalty: 689.144531
	Iteration 5Q: 3 clusters Score -105202.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -105274.218750 Penalty: 689.144531
	Iteration 6Q: 3 clusters Score -105274.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -105342.109375 Penalty: 689.144531
	Iteration 7Q: 3 clusters Score -105342.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -105394.359375 Penalty: 689.144531
	Iteration 8Q: 3 clusters Score -105394.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -105430.500000 Penalty: 689.144531
	Iteration 9Q: 3 clusters Score -105430.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -105454.414062 Penalty: 689.144531
	Iteration 10Q: 3 clusters Score -105454.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -105469.812500 Penalty: 689.144531
	Iteration 11Q: 3 clusters Score -105469.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -105477.882812 Penalty: 689.144531
	Iteration 12Q: 3 clusters Score -105477.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -105483.851562 Penalty: 689.144531
	Iteration 13Q: 3 clusters Score -105483.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -105487.429688 Penalty: 689.144531
	Iteration 14Q: 3 clusters Score -105487.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -105490.281250 Penalty: 689.144531
	Iteration 15Q: 3 clusters Score -105490.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -105492.257812 Penalty: 689.144531
	Iteration 16Q: 3 clusters Score -105492.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -105492.992188 Penalty: 689.144531
	Iteration 17Q: 3 clusters Score -105493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -105494.015625 Penalty: 689.144531
	Iteration 18Q: 3 clusters Score -105494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -105494.875000 Penalty: 689.144531
	Iteration 19Q: 3 clusters Score -105494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -105495.351562 Penalty: 689.144531
	Iteration 20F: 3 clusters Score -105495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -105495.648438 Penalty: 689.144531
	Iteration 21Q: 3 clusters Score -105495.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -105495.648438 Penalty: 689.144531
	Iteration 22F: 3 clusters Score -105495.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -17787.890625 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -17787.89 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 195 members 
Entering Unmasked Estep 
Score: -17347.152344 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -17347.15 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17509.523438 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -17509.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17560.304688 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -17560.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17595.113281 Penalty: 547.025330
	Iteration 3F: 3 clusters Score -17595.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17627.558594 Penalty: 547.025330
	Iteration 4F: 3 clusters Score -17627.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17645.863281 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -17645.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17666.136719 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -17666.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17672.466797 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -17672.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17679.494141 Penalty: 547.025330
	Iteration 8Q: 3 clusters Score -17679.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17683.687500 Penalty: 547.025330
	Iteration 9Q: 3 clusters Score -17683.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17684.552734 Penalty: 547.025330
	Iteration 10Q: 3 clusters Score -17684.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17685.033203 Penalty: 547.025330
	Iteration 11Q: 3 clusters Score -17685.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17688.263672 Penalty: 547.025330
	Iteration 12Q: 3 clusters Score -17688.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17695.769531 Penalty: 547.025330
	Iteration 13Q: 3 clusters Score -17695.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17699.945312 Penalty: 547.025330
	Iteration 14Q: 3 clusters Score -17699.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17700.587891 Penalty: 547.025330
	Iteration 15Q: 3 clusters Score -17700.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17700.587891 Penalty: 547.025330
	Iteration 16F: 3 clusters Score -17700.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -5895.251953 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -5895.252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5664.051270 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -5664.051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5691.610840 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -5691.611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5701.055176 Penalty: 439.376556
	Iteration 2Q: 3 clusters Score -5701.055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5703.438965 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -5703.439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5704.121582 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -5704.122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5704.121582 Penalty: 439.376556
	Iteration 5F: 3 clusters Score -5704.122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -25028.212891 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -25028.21 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 255 members 
Entering Unmasked Estep 
Score: -24535.726562 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -24535.73 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -24672.802734 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -24672.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24709.035156 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -24709.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -24726.541016 Penalty: 565.892639
	Iteration 3Q: 3 clusters Score -24726.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24739.582031 Penalty: 565.892639
	Iteration 4Q: 3 clusters Score -24739.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -24749.283203 Penalty: 565.892639
	Iteration 5Q: 3 clusters Score -24749.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24761.458984 Penalty: 565.892639
	Iteration 6Q: 3 clusters Score -24761.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24770.894531 Penalty: 565.892639
	Iteration 7Q: 3 clusters Score -24770.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24775.921875 Penalty: 565.892639
	Iteration 8Q: 3 clusters Score -24775.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -24785.625000 Penalty: 565.892639
	Iteration 9Q: 3 clusters Score -24785.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -24796.535156 Penalty: 565.892639
	Iteration 10Q: 3 clusters Score -24796.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -24804.070312 Penalty: 565.892639
	Iteration 11Q: 3 clusters Score -24804.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -24813.232422 Penalty: 565.892639
	Iteration 12Q: 3 clusters Score -24813.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -24825.773438 Penalty: 565.892639
	Iteration 13Q: 3 clusters Score -24825.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24836.078125 Penalty: 565.892639
	Iteration 14Q: 3 clusters Score -24836.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24843.414062 Penalty: 565.892639
	Iteration 15Q: 3 clusters Score -24843.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24851.578125 Penalty: 565.892639
	Iteration 16Q: 3 clusters Score -24851.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24854.140625 Penalty: 565.892639
	Iteration 17Q: 3 clusters Score -24854.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -24856.130859 Penalty: 565.892639
	Iteration 18Q: 3 clusters Score -24856.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -24857.730469 Penalty: 565.892639
	Iteration 19Q: 3 clusters Score -24857.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -24859.214844 Penalty: 565.892639
	Iteration 20F: 3 clusters Score -24859.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -24863.082031 Penalty: 565.892639
	Iteration 21Q: 3 clusters Score -24863.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -24870.644531 Penalty: 565.892639
	Iteration 22Q: 3 clusters Score -24870.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -24878.675781 Penalty: 565.892639
	Iteration 23Q: 3 clusters Score -24878.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24893.789062 Penalty: 565.892639
	Iteration 24Q: 3 clusters Score -24893.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24902.250000 Penalty: 565.892639
	Iteration 25Q: 3 clusters Score -24902.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24912.802734 Penalty: 565.892639
	Iteration 26Q: 3 clusters Score -24912.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24916.078125 Penalty: 565.892639
	Iteration 27Q: 3 clusters Score -24916.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24916.449219 Penalty: 565.892639
	Iteration 28Q: 3 clusters Score -24916.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24916.449219 Penalty: 565.892639
	Iteration 29F: 3 clusters Score -24916.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -23901.197266 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -23901.2 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 229 members 
Entering Unmasked Estep 
Score: -23459.556641 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -23459.56 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23628.167969 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -23628.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23707.822266 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -23707.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23761.777344 Penalty: 557.346191
	Iteration 3F: 3 clusters Score -23761.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23800.322266 Penalty: 557.346191
	Iteration 4F: 3 clusters Score -23800.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23831.777344 Penalty: 557.346191
	Iteration 5F: 3 clusters Score -23831.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23842.685547 Penalty: 557.346191
	Iteration 6Q: 3 clusters Score -23842.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23847.013672 Penalty: 557.346191
	Iteration 7Q: 3 clusters Score -23847.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -23848.558594 Penalty: 557.346191
	Iteration 8Q: 3 clusters Score -23848.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23851.218750 Penalty: 557.346191
	Iteration 9Q: 3 clusters Score -23851.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23859.720703 Penalty: 557.346191
	Iteration 10Q: 3 clusters Score -23859.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -23861.003906 Penalty: 557.346191
	Iteration 11Q: 3 clusters Score -23861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23861.392578 Penalty: 557.346191
	Iteration 12Q: 3 clusters Score -23861.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23861.392578 Penalty: 557.346191
	Iteration 13F: 3 clusters Score -23861.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (58918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58918 members 
Entering Unmasked Estep 
Score: -3207781.000000 Penalty: 499.767548
	Iteration 0F: 2 clusters Score -3207781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -3168175.750000 Penalty: 999.535095
	Iteration 0F: 3 clusters Score -3168176 nChanged 28539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -3186008.750000 Penalty: 999.535095
	Iteration 1F: 3 clusters Score -3186009 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -3187611.000000 Penalty: 999.535095
	Iteration 2F: 3 clusters Score -3187611 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -3189923.250000 Penalty: 999.535095
	Iteration 3F: 3 clusters Score -3189923 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -3193052.250000 Penalty: 999.535095
	Iteration 4F: 3 clusters Score -3193052 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -3196749.000000 Penalty: 999.535095
	Iteration 5F: 3 clusters Score -3196749 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -3199842.250000 Penalty: 999.535095
	Iteration 6F: 3 clusters Score -3199842 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -3201841.750000 Penalty: 999.535095
	Iteration 7Q: 3 clusters Score -3201842 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -3203172.250000 Penalty: 999.535095
	Iteration 8Q: 3 clusters Score -3203172 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -3204118.250000 Penalty: 999.535095
	Iteration 9Q: 3 clusters Score -3204118 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -3204796.000000 Penalty: 999.535095
	Iteration 10Q: 3 clusters Score -3204796 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -3205251.750000 Penalty: 999.535095
	Iteration 11Q: 3 clusters Score -3205252 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -3205630.250000 Penalty: 999.535095
	Iteration 12Q: 3 clusters Score -3205630 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 56113 members 
Entering Unmasked Estep 
Score: -3205938.000000 Penalty: 999.535095
	Iteration 13Q: 3 clusters Score -3205938 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -3206210.250000 Penalty: 999.535095
	Iteration 14Q: 3 clusters Score -3206210 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -3206396.000000 Penalty: 999.535095
	Iteration 15Q: 3 clusters Score -3206396 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 57248 members 
Entering Unmasked Estep 
Score: -3206544.000000 Penalty: 999.535095
	Iteration 16Q: 3 clusters Score -3206544 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -3206682.500000 Penalty: 999.535095
	Iteration 17Q: 3 clusters Score -3206682 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -3206828.750000 Penalty: 999.535095
	Iteration 18Q: 3 clusters Score -3206829 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -3206926.750000 Penalty: 999.535095
	Iteration 19Q: 3 clusters Score -3206927 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -3206990.500000 Penalty: 999.535095
	Iteration 20F: 3 clusters Score -3206990 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -3207059.250000 Penalty: 999.535095
	Iteration 21Q: 3 clusters Score -3207059 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -3207112.500000 Penalty: 999.535095
	Iteration 22Q: 3 clusters Score -3207112 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -3207163.750000 Penalty: 999.535095
	Iteration 23Q: 3 clusters Score -3207164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -3207196.250000 Penalty: 999.535095
	Iteration 24Q: 3 clusters Score -3207196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -3207216.750000 Penalty: 999.535095
	Iteration 25Q: 3 clusters Score -3207217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -3207243.500000 Penalty: 999.535095
	Iteration 26Q: 3 clusters Score -3207244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -3207270.500000 Penalty: 999.535095
	Iteration 27Q: 3 clusters Score -3207270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -3207283.500000 Penalty: 999.535095
	Iteration 28Q: 3 clusters Score -3207284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 58685 members 
Entering Unmasked Estep 
Score: -3207298.250000 Penalty: 999.535095
	Iteration 29Q: 3 clusters Score -3207298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -3207311.500000 Penalty: 999.535095
	Iteration 30Q: 3 clusters Score -3207312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 58717 members 
Entering Unmasked Estep 
Score: -3207323.750000 Penalty: 999.535095
	Iteration 31Q: 3 clusters Score -3207324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 58730 members 
Entering Unmasked Estep 
Score: -3207328.750000 Penalty: 999.535095
	Iteration 32Q: 3 clusters Score -3207329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -3207333.000000 Penalty: 999.535095
	Iteration 33Q: 3 clusters Score -3207333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 58745 members 
Entering Unmasked Estep 
Score: -3207339.250000 Penalty: 999.535095
	Iteration 34Q: 3 clusters Score -3207339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -3207342.750000 Penalty: 999.535095
	Iteration 35Q: 3 clusters Score -3207343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -3207342.000000 Penalty: 999.535095
	Iteration 36Q: 3 clusters Score -3207342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -3207346.500000 Penalty: 999.535095
	Iteration 37Q: 3 clusters Score -3207346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -3207345.750000 Penalty: 999.535095
	Iteration 38Q: 3 clusters Score -3207346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -3207350.500000 Penalty: 999.535095
	Iteration 39Q: 3 clusters Score -3207350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -3207348.750000 Penalty: 999.535095
	Iteration 40F: 3 clusters Score -3207349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -3207355.250000 Penalty: 999.535095
	Iteration 41Q: 3 clusters Score -3207355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -3207356.000000 Penalty: 999.535095
	Iteration 42Q: 3 clusters Score -3207356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -3207359.000000 Penalty: 999.535095
	Iteration 43Q: 3 clusters Score -3207359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -3207358.250000 Penalty: 999.535095
	Iteration 44Q: 3 clusters Score -3207358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -3207358.250000 Penalty: 999.535095
	Iteration 45F: 3 clusters Score -3207358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -44640.675781 Penalty: 308.641296
	Iteration 0F: 2 clusters Score -44640.68 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 428 members 
Entering Unmasked Estep 
Score: -43910.417969 Penalty: 617.282593
	Iteration 0F: 3 clusters Score -43910.42 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -44132.171875 Penalty: 617.282593
	Iteration 1F: 3 clusters Score -44132.17 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -44263.781250 Penalty: 617.282593
	Iteration 2F: 3 clusters Score -44263.78 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44345.085938 Penalty: 617.282593
	Iteration 3F: 3 clusters Score -44345.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44388.847656 Penalty: 617.282593
	Iteration 4Q: 3 clusters Score -44388.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44424.292969 Penalty: 617.282593
	Iteration 5Q: 3 clusters Score -44424.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44441.601562 Penalty: 617.282593
	Iteration 6Q: 3 clusters Score -44441.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44455.941406 Penalty: 617.282593
	Iteration 7Q: 3 clusters Score -44455.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44463.113281 Penalty: 617.282593
	Iteration 8Q: 3 clusters Score -44463.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44467.636719 Penalty: 617.282593
	Iteration 9Q: 3 clusters Score -44467.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44475.031250 Penalty: 617.282593
	Iteration 10Q: 3 clusters Score -44475.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44480.695312 Penalty: 617.282593
	Iteration 11Q: 3 clusters Score -44480.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44487.988281 Penalty: 617.282593
	Iteration 12Q: 3 clusters Score -44487.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44496.347656 Penalty: 617.282593
	Iteration 13Q: 3 clusters Score -44496.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44501.652344 Penalty: 617.282593
	Iteration 14Q: 3 clusters Score -44501.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44506.007812 Penalty: 617.282593
	Iteration 15Q: 3 clusters Score -44506.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44507.847656 Penalty: 617.282593
	Iteration 16Q: 3 clusters Score -44507.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44507.847656 Penalty: 617.282593
	Iteration 17F: 3 clusters Score -44507.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -5429.292480 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -5429.292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5213.669434 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -5213.669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5252.266113 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -5252.266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5276.491211 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -5276.491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5296.198730 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -5296.199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5326.359863 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -5326.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5346.041016 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -5346.041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5359.245117 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -5359.245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5361.709473 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -5361.709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5363.753906 Penalty: 447.051605
	Iteration 8Q: 3 clusters Score -5363.754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5365.042480 Penalty: 447.051605
	Iteration 9Q: 3 clusters Score -5365.042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5365.042480 Penalty: 447.051605
	Iteration 10F: 3 clusters Score -5365.042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -14015.135742 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -14015.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13658.812500 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -13658.81 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13759.583984 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -13759.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13788.440430 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -13788.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13807.664062 Penalty: 524.060059
	Iteration 3Q: 3 clusters Score -13807.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13818.602539 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -13818.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13830.898438 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -13830.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13835.963867 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -13835.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13838.025391 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -13838.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13838.025391 Penalty: 524.060059
	Iteration 8F: 3 clusters Score -13838.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -6019.330078 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -6019.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5791.974609 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -5791.975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5818.495117 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -5818.495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5830.831543 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -5830.832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5836.242188 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -5836.242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5841.404297 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -5841.404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5843.249512 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -5843.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5845.531250 Penalty: 440.101654
	Iteration 6Q: 3 clusters Score -5845.531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5849.643555 Penalty: 440.101654
	Iteration 7Q: 3 clusters Score -5849.644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5851.899902 Penalty: 440.101654
	Iteration 8Q: 3 clusters Score -5851.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5851.899902 Penalty: 440.101654
	Iteration 9F: 3 clusters Score -5851.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -24024.496094 Penalty: 286.685760
	Iteration 0F: 2 clusters Score -24024.5 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 269 members 
Entering Unmasked Estep 
Score: -23476.490234 Penalty: 573.371521
	Iteration 0F: 3 clusters Score -23476.49 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23629.230469 Penalty: 573.371521
	Iteration 1F: 3 clusters Score -23629.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23691.642578 Penalty: 573.371521
	Iteration 2F: 3 clusters Score -23691.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23754.482422 Penalty: 573.371521
	Iteration 3F: 3 clusters Score -23754.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23822.009766 Penalty: 573.371521
	Iteration 4F: 3 clusters Score -23822.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23861.808594 Penalty: 573.371521
	Iteration 5F: 3 clusters Score -23861.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23875.279297 Penalty: 573.371521
	Iteration 6Q: 3 clusters Score -23875.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23883.818359 Penalty: 573.371521
	Iteration 7Q: 3 clusters Score -23883.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23886.988281 Penalty: 573.371521
	Iteration 8Q: 3 clusters Score -23886.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23887.626953 Penalty: 573.371521
	Iteration 9Q: 3 clusters Score -23887.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23890.167969 Penalty: 573.371521
	Iteration 10Q: 3 clusters Score -23890.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23895.371094 Penalty: 573.371521
	Iteration 11Q: 3 clusters Score -23895.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23899.064453 Penalty: 573.371521
	Iteration 12Q: 3 clusters Score -23899.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23899.986328 Penalty: 573.371521
	Iteration 13Q: 3 clusters Score -23899.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23899.986328 Penalty: 573.371521
	Iteration 14F: 3 clusters Score -23899.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Entering Unmasked Estep 
Score: -57356.582031 Penalty: 319.904022
	Iteration 0F: 2 clusters Score -57356.58 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 561 members 
Entering Unmasked Estep 
Score: -56522.054688 Penalty: 639.808044
	Iteration 0F: 3 clusters Score -56522.05 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -56884.199219 Penalty: 639.808044
	Iteration 1F: 3 clusters Score -56884.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -56967.242188 Penalty: 639.808044
	Iteration 2F: 3 clusters Score -56967.24 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -57028.632812 Penalty: 639.808044
	Iteration 3F: 3 clusters Score -57028.63 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -57048.156250 Penalty: 639.808044
	Iteration 4Q: 3 clusters Score -57048.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -57061.582031 Penalty: 639.808044
	Iteration 5Q: 3 clusters Score -57061.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -57070.039062 Penalty: 639.808044
	Iteration 6Q: 3 clusters Score -57070.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -57078.476562 Penalty: 639.808044
	Iteration 7Q: 3 clusters Score -57078.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -57085.292969 Penalty: 639.808044
	Iteration 8Q: 3 clusters Score -57085.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -57086.843750 Penalty: 639.808044
	Iteration 9Q: 3 clusters Score -57086.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -57088.539062 Penalty: 639.808044
	Iteration 10Q: 3 clusters Score -57088.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -57089.933594 Penalty: 639.808044
	Iteration 11Q: 3 clusters Score -57089.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -57090.820312 Penalty: 639.808044
	Iteration 12Q: 3 clusters Score -57090.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57091.992188 Penalty: 639.808044
	Iteration 13Q: 3 clusters Score -57091.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57093.015625 Penalty: 639.808044
	Iteration 14Q: 3 clusters Score -57093.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57095.687500 Penalty: 639.808044
	Iteration 15Q: 3 clusters Score -57095.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -57098.308594 Penalty: 639.808044
	Iteration 16Q: 3 clusters Score -57098.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -57103.507812 Penalty: 639.808044
	Iteration 17Q: 3 clusters Score -57103.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57110.609375 Penalty: 639.808044
	Iteration 18Q: 3 clusters Score -57110.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57120.585938 Penalty: 639.808044
	Iteration 19Q: 3 clusters Score -57120.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57128.738281 Penalty: 639.808044
	Iteration 20F: 3 clusters Score -57128.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57136.675781 Penalty: 639.808044
	Iteration 21Q: 3 clusters Score -57136.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57140.828125 Penalty: 639.808044
	Iteration 22Q: 3 clusters Score -57140.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57143.992188 Penalty: 639.808044
	Iteration 23Q: 3 clusters Score -57143.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57145.019531 Penalty: 639.808044
	Iteration 24Q: 3 clusters Score -57145.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57146.011719 Penalty: 639.808044
	Iteration 25Q: 3 clusters Score -57146.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57147.449219 Penalty: 639.808044
	Iteration 26Q: 3 clusters Score -57147.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57148.300781 Penalty: 639.808044
	Iteration 27Q: 3 clusters Score -57148.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57149.625000 Penalty: 639.808044
	Iteration 28Q: 3 clusters Score -57149.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57150.812500 Penalty: 639.808044
	Iteration 29Q: 3 clusters Score -57150.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -57151.160156 Penalty: 639.808044
	Iteration 30Q: 3 clusters Score -57151.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -57151.875000 Penalty: 639.808044
	Iteration 31Q: 3 clusters Score -57151.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57153.074219 Penalty: 639.808044
	Iteration 32Q: 3 clusters Score -57153.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57153.789062 Penalty: 639.808044
	Iteration 33Q: 3 clusters Score -57153.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -57155.042969 Penalty: 639.808044
	Iteration 34Q: 3 clusters Score -57155.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -57157.269531 Penalty: 639.808044
	Iteration 35Q: 3 clusters Score -57157.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57158.183594 Penalty: 639.808044
	Iteration 36Q: 3 clusters Score -57158.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -57159.054688 Penalty: 639.808044
	Iteration 37Q: 3 clusters Score -57159.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57159.882812 Penalty: 639.808044
	Iteration 38Q: 3 clusters Score -57159.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57160.105469 Penalty: 639.808044
	Iteration 39Q: 3 clusters Score -57160.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57160.105469 Penalty: 639.808044
	Iteration 40F: 3 clusters Score -57160.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (74 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Entering Unmasked Estep 
Score: -2291.147461 Penalty: 195.834961
	Iteration 0F: 2 clusters Score -2291.147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2132.322266 Penalty: 391.669922
	Iteration 0F: 3 clusters Score -2132.322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2162.133545 Penalty: 391.669922
	Iteration 1F: 3 clusters Score -2162.134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2176.656006 Penalty: 391.669922
	Iteration 2F: 3 clusters Score -2176.656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2189.699707 Penalty: 391.669922
	Iteration 3Q: 3 clusters Score -2189.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2200.504639 Penalty: 391.669922
	Iteration 4Q: 3 clusters Score -2200.505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2207.018311 Penalty: 391.669922
	Iteration 5Q: 3 clusters Score -2207.018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2212.489746 Penalty: 391.669922
	Iteration 6Q: 3 clusters Score -2212.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2218.506104 Penalty: 391.669922
	Iteration 7Q: 3 clusters Score -2218.506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2218.506104 Penalty: 391.669922
	Iteration 8F: 3 clusters Score -2218.506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (304005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304005 members 
Entering Unmasked Estep 
Score: -16093903.000000 Penalty: 574.428406
	Iteration 0F: 2 clusters Score -1.60939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151883 members 
Mstep: Class 2 contains 152122 members 
Entering Unmasked Estep 
Score: -15904727.000000 Penalty: 1148.856812
	Iteration 0F: 3 clusters Score -1.590473e+07 nChanged 150327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143222 members 
Mstep: Class 2 contains 160783 members 
Entering Unmasked Estep 
Score: -15995710.000000 Penalty: 1148.856812
	Iteration 1F: 3 clusters Score -1.599571e+07 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138205 members 
Mstep: Class 2 contains 165800 members 
Entering Unmasked Estep 
Score: -15998937.000000 Penalty: 1148.856812
	Iteration 2Q: 3 clusters Score -1.599894e+07 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130463 members 
Mstep: Class 2 contains 173542 members 
Entering Unmasked Estep 
Score: -16004199.000000 Penalty: 1148.856812
	Iteration 3Q: 3 clusters Score -1.60042e+07 nChanged 16440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119227 members 
Mstep: Class 2 contains 184778 members 
Entering Unmasked Estep 
Score: -16012897.000000 Penalty: 1148.856812
	Iteration 4F: 3 clusters Score -1.60129e+07 nChanged 19394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104685 members 
Mstep: Class 2 contains 199320 members 
Entering Unmasked Estep 
Score: -16026371.000000 Penalty: 1148.856812
	Iteration 5F: 3 clusters Score -1.602637e+07 nChanged 20640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89167 members 
Mstep: Class 2 contains 214838 members 
Entering Unmasked Estep 
Score: -16043083.000000 Penalty: 1148.856812
	Iteration 6F: 3 clusters Score -1.604308e+07 nChanged 18678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 227878 members 
Entering Unmasked Estep 
Score: -16058212.000000 Penalty: 1148.856812
	Iteration 7F: 3 clusters Score -1.605821e+07 nChanged 14560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66993 members 
Mstep: Class 2 contains 237012 members 
Entering Unmasked Estep 
Score: -16067380.000000 Penalty: 1148.856812
	Iteration 8Q: 3 clusters Score -1.606738e+07 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 243983 members 
Entering Unmasked Estep 
Score: -16071938.000000 Penalty: 1148.856812
	Iteration 9Q: 3 clusters Score -1.607194e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 250311 members 
Entering Unmasked Estep 
Score: -16074955.000000 Penalty: 1148.856812
	Iteration 10Q: 3 clusters Score -1.607496e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 256373 members 
Entering Unmasked Estep 
Score: -16077456.000000 Penalty: 1148.856812
	Iteration 11Q: 3 clusters Score -1.607746e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 262200 members 
Entering Unmasked Estep 
Score: -16079970.000000 Penalty: 1148.856812
	Iteration 12Q: 3 clusters Score -1.607997e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 267661 members 
Entering Unmasked Estep 
Score: -16083136.000000 Penalty: 1148.856812
	Iteration 13Q: 3 clusters Score -1.608314e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 273039 members 
Entering Unmasked Estep 
Score: -16086839.000000 Penalty: 1148.856812
	Iteration 14Q: 3 clusters Score -1.608684e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 278585 members 
Entering Unmasked Estep 
Score: -16089791.000000 Penalty: 1148.856812
	Iteration 15Q: 3 clusters Score -1.608979e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 284042 members 
Entering Unmasked Estep 
Score: -16091645.000000 Penalty: 1148.856812
	Iteration 16Q: 3 clusters Score -1.609164e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 289085 members 
Entering Unmasked Estep 
Score: -16092451.000000 Penalty: 1148.856812
	Iteration 17Q: 3 clusters Score -1.609245e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 293454 members 
Entering Unmasked Estep 
Score: -16092976.000000 Penalty: 1148.856812
	Iteration 18Q: 3 clusters Score -1.609298e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 296914 members 
Entering Unmasked Estep 
Score: -16093373.000000 Penalty: 1148.856812
	Iteration 19Q: 3 clusters Score -1.609337e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 299532 members 
Entering Unmasked Estep 
Score: -16093367.000000 Penalty: 1148.856812
	Iteration 20F: 3 clusters Score -1.609337e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 301361 members 
Entering Unmasked Estep 
Score: -16093354.000000 Penalty: 1148.856812
	Iteration 21Q: 3 clusters Score -1.609335e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 302479 members 
Entering Unmasked Estep 
Score: -16093318.000000 Penalty: 1148.856812
	Iteration 22Q: 3 clusters Score -1.609332e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 303093 members 
Entering Unmasked Estep 
Score: -16093417.000000 Penalty: 1148.856812
	Iteration 23Q: 3 clusters Score -1.609342e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 303415 members 
Entering Unmasked Estep 
Score: -16093506.000000 Penalty: 1148.856812
	Iteration 24Q: 3 clusters Score -1.609351e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 303564 members 
Entering Unmasked Estep 
Score: -16093495.000000 Penalty: 1148.856812
	Iteration 25Q: 3 clusters Score -1.60935e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 303648 members 
Entering Unmasked Estep 
Score: -16093493.000000 Penalty: 1148.856812
	Iteration 26Q: 3 clusters Score -1.609349e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 303692 members 
Entering Unmasked Estep 
Score: -16093497.000000 Penalty: 1148.856812
	Iteration 27Q: 3 clusters Score -1.60935e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 303711 members 
Entering Unmasked Estep 
Score: -16093490.000000 Penalty: 1148.856812
	Iteration 28Q: 3 clusters Score -1.609349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 303721 members 
Entering Unmasked Estep 
Score: -16093494.000000 Penalty: 1148.856812
	Iteration 29Q: 3 clusters Score -1.609349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 303725 members 
Entering Unmasked Estep 
Score: -16093514.000000 Penalty: 1148.856812
	Iteration 30Q: 3 clusters Score -1.609351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 303730 members 
Entering Unmasked Estep 
Score: -16093517.000000 Penalty: 1148.856812
	Iteration 31Q: 3 clusters Score -1.609352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 303732 members 
Entering Unmasked Estep 
Score: -16093527.000000 Penalty: 1148.856812
	Iteration 32Q: 3 clusters Score -1.609353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 303732 members 
Entering Unmasked Estep 
Score: -16093529.000000 Penalty: 1148.856812
	Iteration 33Q: 3 clusters Score -1.609353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 303732 members 
Entering Unmasked Estep 
Score: -16093520.000000 Penalty: 1148.856812
	Iteration 34Q: 3 clusters Score -1.609352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 303735 members 
Entering Unmasked Estep 
Score: -16093524.000000 Penalty: 1148.856812
	Iteration 35Q: 3 clusters Score -1.609352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 303735 members 
Entering Unmasked Estep 
Score: -16093524.000000 Penalty: 1148.856812
	Iteration 36F: 3 clusters Score -1.609352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -8662.828125 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -8662.828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8367.188477 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -8367.188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8417.665039 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -8417.665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8440.054688 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -8440.055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8448.264648 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -8448.265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8451.960938 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -8451.961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8451.960938 Penalty: 479.375092
	Iteration 5F: 3 clusters Score -8451.961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -84804.179688 Penalty: 340.359497
	Iteration 0F: 2 clusters Score -84804.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -83491.093750 Penalty: 680.718994
	Iteration 0F: 3 clusters Score -83491.09 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -83903.007812 Penalty: 680.718994
	Iteration 1F: 3 clusters Score -83903.01 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -83990.343750 Penalty: 680.718994
	Iteration 2F: 3 clusters Score -83990.34 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -84081.835938 Penalty: 680.718994
	Iteration 3F: 3 clusters Score -84081.84 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -84155.984375 Penalty: 680.718994
	Iteration 4F: 3 clusters Score -84155.98 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -84221.031250 Penalty: 680.718994
	Iteration 5Q: 3 clusters Score -84221.03 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -84283.039062 Penalty: 680.718994
	Iteration 6Q: 3 clusters Score -84283.04 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -84336.289062 Penalty: 680.718994
	Iteration 7Q: 3 clusters Score -84336.29 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -84391.203125 Penalty: 680.718994
	Iteration 8Q: 3 clusters Score -84391.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -84430.789062 Penalty: 680.718994
	Iteration 9Q: 3 clusters Score -84430.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -84448.875000 Penalty: 680.718994
	Iteration 10Q: 3 clusters Score -84448.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -84461.789062 Penalty: 680.718994
	Iteration 11Q: 3 clusters Score -84461.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -84473.078125 Penalty: 680.718994
	Iteration 12Q: 3 clusters Score -84473.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -84481.632812 Penalty: 680.718994
	Iteration 13Q: 3 clusters Score -84481.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -84487.000000 Penalty: 680.718994
	Iteration 14Q: 3 clusters Score -84487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -84493.179688 Penalty: 680.718994
	Iteration 15Q: 3 clusters Score -84493.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -84496.515625 Penalty: 680.718994
	Iteration 16Q: 3 clusters Score -84496.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -84498.429688 Penalty: 680.718994
	Iteration 17Q: 3 clusters Score -84498.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -84502.125000 Penalty: 680.718994
	Iteration 18Q: 3 clusters Score -84502.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -84510.242188 Penalty: 680.718994
	Iteration 19Q: 3 clusters Score -84510.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -84521.968750 Penalty: 680.718994
	Iteration 20F: 3 clusters Score -84521.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -84535.585938 Penalty: 680.718994
	Iteration 21Q: 3 clusters Score -84535.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -84551.882812 Penalty: 680.718994
	Iteration 22Q: 3 clusters Score -84551.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -84569.929688 Penalty: 680.718994
	Iteration 23Q: 3 clusters Score -84569.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -84587.085938 Penalty: 680.718994
	Iteration 24Q: 3 clusters Score -84587.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -84608.492188 Penalty: 680.718994
	Iteration 25Q: 3 clusters Score -84608.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -84631.953125 Penalty: 680.718994
	Iteration 26Q: 3 clusters Score -84631.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -84653.250000 Penalty: 680.718994
	Iteration 27Q: 3 clusters Score -84653.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -84671.398438 Penalty: 680.718994
	Iteration 28Q: 3 clusters Score -84671.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -84690.187500 Penalty: 680.718994
	Iteration 29Q: 3 clusters Score -84690.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -84705.648438 Penalty: 680.718994
	Iteration 30Q: 3 clusters Score -84705.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -84720.632812 Penalty: 680.718994
	Iteration 31Q: 3 clusters Score -84720.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84727.335938 Penalty: 680.718994
	Iteration 32Q: 3 clusters Score -84727.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84731.437500 Penalty: 680.718994
	Iteration 33Q: 3 clusters Score -84731.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -84733.539062 Penalty: 680.718994
	Iteration 34Q: 3 clusters Score -84733.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84734.265625 Penalty: 680.718994
	Iteration 35Q: 3 clusters Score -84734.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84734.921875 Penalty: 680.718994
	Iteration 36Q: 3 clusters Score -84734.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84736.054688 Penalty: 680.718994
	Iteration 37Q: 3 clusters Score -84736.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84738.320312 Penalty: 680.718994
	Iteration 38Q: 3 clusters Score -84738.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84740.304688 Penalty: 680.718994
	Iteration 39Q: 3 clusters Score -84740.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84741.937500 Penalty: 680.718994
	Iteration 40F: 3 clusters Score -84741.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84744.609375 Penalty: 680.718994
	Iteration 41Q: 3 clusters Score -84744.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84745.820312 Penalty: 680.718994
	Iteration 42Q: 3 clusters Score -84745.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84746.593750 Penalty: 680.718994
	Iteration 43Q: 3 clusters Score -84746.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84746.593750 Penalty: 680.718994
	Iteration 44F: 3 clusters Score -84746.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -8094.387207 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -8094.387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7831.669434 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -7831.669 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7889.125977 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -7889.126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7928.945312 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -7928.945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7942.607910 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -7942.608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7956.265625 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -7956.266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7963.615234 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -7963.615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7968.556152 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -7968.556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7971.263672 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -7971.264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7974.626953 Penalty: 480.308441
	Iteration 8Q: 3 clusters Score -7974.627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7977.128906 Penalty: 480.308441
	Iteration 9Q: 3 clusters Score -7977.129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7979.917480 Penalty: 480.308441
	Iteration 10Q: 3 clusters Score -7979.917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7985.391113 Penalty: 480.308441
	Iteration 11Q: 3 clusters Score -7985.391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8006.111328 Penalty: 480.308441
	Iteration 12Q: 3 clusters Score -8006.111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8014.780762 Penalty: 480.308441
	Iteration 13Q: 3 clusters Score -8014.781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8023.782227 Penalty: 480.308441
	Iteration 14Q: 3 clusters Score -8023.782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8034.021484 Penalty: 480.308441
	Iteration 15Q: 3 clusters Score -8034.021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8050.173828 Penalty: 480.308441
	Iteration 16Q: 3 clusters Score -8050.174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8053.503418 Penalty: 480.308441
	Iteration 17Q: 3 clusters Score -8053.503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8053.503418 Penalty: 480.308441
	Iteration 18F: 3 clusters Score -8053.503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56122 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 16134 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46372 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 18747 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 58918 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304005 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468182.000000 Penalty: 21605.181641
Iteration 399Q: 37 clusters Score -2.746818e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56168 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 16132 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46362 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 18783 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 58777 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304070 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468140.000000 Penalty: 21605.181641
Iteration 400F: 37 clusters Score -2.746814e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56212 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 16123 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46346 members 
Mstep: Class 12 contains 2554 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 18818 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 58639 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304148 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468078.000000 Penalty: 21605.181641
Iteration 401Q: 37 clusters Score -2.746808e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56255 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 16104 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46338 members 
Mstep: Class 12 contains 2556 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 18849 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1942 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 58533 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304200 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468032.000000 Penalty: 21605.181641
Iteration 402Q: 37 clusters Score -2.746803e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1127 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56294 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 16097 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46325 members 
Mstep: Class 12 contains 2558 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 18885 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1941 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 58438 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304232 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468070.000000 Penalty: 21605.181641
Iteration 403Q: 37 clusters Score -2.746807e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1130 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56347 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 16078 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46309 members 
Mstep: Class 12 contains 2561 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 18921 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1939 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 58323 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304291 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467976.000000 Penalty: 21605.181641
Iteration 404Q: 37 clusters Score -2.746798e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1132 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56387 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 16062 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46295 members 
Mstep: Class 12 contains 2563 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 18951 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 58199 members 
Mstep: Class 26 contains 887 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304370 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467944.000000 Penalty: 21605.181641
Iteration 405Q: 37 clusters Score -2.746794e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56425 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 16048 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46284 members 
Mstep: Class 12 contains 2564 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 18977 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1935 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 58072 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304458 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467838.000000 Penalty: 21605.181641
Iteration 406Q: 37 clusters Score -2.746784e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56473 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 16042 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46273 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 18988 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 57953 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304532 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467814.000000 Penalty: 21605.181641
Iteration 407Q: 37 clusters Score -2.746781e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56519 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 16049 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46267 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19001 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 57834 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304595 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467770.000000 Penalty: 21605.181641
Iteration 408Q: 37 clusters Score -2.746777e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56574 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 16046 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46262 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19018 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 57720 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304645 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467744.000000 Penalty: 21605.181641
Iteration 409Q: 37 clusters Score -2.746774e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56621 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 16042 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46253 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19044 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 57611 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304693 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467672.000000 Penalty: 21605.181641
Iteration 410Q: 37 clusters Score -2.746767e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1136 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56678 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46240 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19064 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 57510 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304726 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467660.000000 Penalty: 21605.181641
Iteration 411Q: 37 clusters Score -2.746766e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56733 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 16039 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46227 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19083 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 57402 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304776 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467620.000000 Penalty: 21605.181641
Iteration 412Q: 37 clusters Score -2.746762e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 56797 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 16022 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46218 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19105 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 57287 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304829 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467568.000000 Penalty: 21605.181641
Iteration 413Q: 37 clusters Score -2.746757e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1140 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 56858 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 16015 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46204 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19118 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1928 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 57196 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304868 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467524.000000 Penalty: 21605.181641
Iteration 414Q: 37 clusters Score -2.746752e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 56927 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 16016 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46196 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19123 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1927 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 57107 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304890 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467534.000000 Penalty: 21605.181641
Iteration 415Q: 37 clusters Score -2.746753e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 56981 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 16009 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46186 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19133 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 57021 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304933 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467514.000000 Penalty: 21605.181641
Iteration 416Q: 37 clusters Score -2.746751e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 57022 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 16009 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46173 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19149 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56942 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304967 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467532.000000 Penalty: 21605.181641
Iteration 417Q: 37 clusters Score -2.746753e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 4 contains 57064 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 16008 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46165 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19171 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56871 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 304985 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467508.000000 Penalty: 21605.181641
Iteration 418Q: 37 clusters Score -2.746751e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 4 contains 57114 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 16012 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46159 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19185 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56788 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305005 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467448.000000 Penalty: 21605.181641
Iteration 419Q: 37 clusters Score -2.746745e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 4 contains 57156 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 16010 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46157 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19196 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56713 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305031 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467430.000000 Penalty: 21605.181641
Iteration 420F: 37 clusters Score -2.746743e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 4 contains 57196 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 16004 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46153 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19207 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56647 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305054 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467368.000000 Penalty: 21605.181641
Iteration 421Q: 37 clusters Score -2.746737e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 4 contains 57256 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15991 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46151 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19223 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56581 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305060 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467348.000000 Penalty: 21605.181641
Iteration 422Q: 37 clusters Score -2.746735e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 4 contains 57308 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15982 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46149 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19239 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1924 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56527 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305057 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467300.000000 Penalty: 21605.181641
Iteration 423Q: 37 clusters Score -2.74673e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 4 contains 57360 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15970 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46148 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19261 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1923 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56464 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305061 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467290.000000 Penalty: 21605.181641
Iteration 424Q: 37 clusters Score -2.746729e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 4 contains 57401 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15952 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46147 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19284 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1923 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56401 members 
Mstep: Class 26 contains 884 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305081 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467262.000000 Penalty: 21605.181641
Iteration 425Q: 37 clusters Score -2.746726e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 4 contains 57445 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15939 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46149 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19304 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1924 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56337 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305093 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467218.000000 Penalty: 21605.181641
Iteration 426Q: 37 clusters Score -2.746722e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 4 contains 57496 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 15931 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46149 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19326 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56267 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305099 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467238.000000 Penalty: 21605.181641
Iteration 427Q: 37 clusters Score -2.746724e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 4 contains 57538 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15927 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46147 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19339 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1924 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56194 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305125 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467158.000000 Penalty: 21605.181641
Iteration 428Q: 37 clusters Score -2.746716e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 57581 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15921 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46138 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19355 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56131 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305144 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467124.000000 Penalty: 21605.181641
Iteration 429Q: 37 clusters Score -2.746712e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 57635 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 15909 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46129 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19373 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56081 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305143 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467072.000000 Penalty: 21605.181641
Iteration 430Q: 37 clusters Score -2.746707e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1146 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 57686 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 15898 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46120 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19385 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56046 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305135 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467090.000000 Penalty: 21605.181641
Iteration 431Q: 37 clusters Score -2.746709e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 57727 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 15890 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46114 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19393 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 56007 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305139 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467032.000000 Penalty: 21605.181641
Iteration 432Q: 37 clusters Score -2.746703e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1152 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 57760 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15891 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46105 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19400 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1917 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55968 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305144 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467028.000000 Penalty: 21605.181641
Iteration 433Q: 37 clusters Score -2.746703e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1153 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 57803 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15894 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46095 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19408 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1917 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55922 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305145 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467042.000000 Penalty: 21605.181641
Iteration 434Q: 37 clusters Score -2.746704e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 57845 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 15888 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46083 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19418 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1917 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55890 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305144 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467018.000000 Penalty: 21605.181641
Iteration 435Q: 37 clusters Score -2.746702e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1155 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 57884 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 15888 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46071 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19423 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1917 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55864 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305142 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467028.000000 Penalty: 21605.181641
Iteration 436Q: 37 clusters Score -2.746703e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1156 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 57920 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 15892 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46063 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19424 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1917 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55834 members 
Mstep: Class 26 contains 879 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305141 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467012.000000 Penalty: 21605.181641
Iteration 437Q: 37 clusters Score -2.746701e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1158 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 57956 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 15889 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46058 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19423 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55802 members 
Mstep: Class 26 contains 879 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305148 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466974.000000 Penalty: 21605.181641
Iteration 438Q: 37 clusters Score -2.746697e+07 nChanged 102
Entering ConstructFrom: 
Score: -27466974.000000 Penalty: 21605.181641
Entering ConstructFrom: 
Trying to split cluster 1 (8676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Entering Unmasked Estep 
Score: -432757.781250 Penalty: 412.608368
	Iteration 0F: 2 clusters Score -432757.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -426907.125000 Penalty: 825.216736
	Iteration 0F: 3 clusters Score -426907.1 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -429487.656250 Penalty: 825.216736
	Iteration 1F: 3 clusters Score -429487.7 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -429951.125000 Penalty: 825.216736
	Iteration 2F: 3 clusters Score -429951.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -430516.031250 Penalty: 825.216736
	Iteration 3F: 3 clusters Score -430516 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -431203.906250 Penalty: 825.216736
	Iteration 4F: 3 clusters Score -431203.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -431738.281250 Penalty: 825.216736
	Iteration 5F: 3 clusters Score -431738.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -432079.500000 Penalty: 825.216736
	Iteration 6Q: 3 clusters Score -432079.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -432237.343750 Penalty: 825.216736
	Iteration 7Q: 3 clusters Score -432237.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -432307.750000 Penalty: 825.216736
	Iteration 8Q: 3 clusters Score -432307.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -432342.343750 Penalty: 825.216736
	Iteration 9Q: 3 clusters Score -432342.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -432364.656250 Penalty: 825.216736
	Iteration 10Q: 3 clusters Score -432364.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -432380.656250 Penalty: 825.216736
	Iteration 11Q: 3 clusters Score -432380.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -432394.906250 Penalty: 825.216736
	Iteration 12Q: 3 clusters Score -432394.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -432404.562500 Penalty: 825.216736
	Iteration 13Q: 3 clusters Score -432404.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -432405.343750 Penalty: 825.216736
	Iteration 14Q: 3 clusters Score -432405.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -432405.343750 Penalty: 825.216736
	Iteration 15F: 3 clusters Score -432405.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -63158.761719 Penalty: 320.938141
	Iteration 0F: 2 clusters Score -63158.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -62249.390625 Penalty: 641.876282
	Iteration 0F: 3 clusters Score -62249.39 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -62500.074219 Penalty: 641.876282
	Iteration 1F: 3 clusters Score -62500.07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -62541.835938 Penalty: 641.876282
	Iteration 2F: 3 clusters Score -62541.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -62574.378906 Penalty: 641.876282
	Iteration 3F: 3 clusters Score -62574.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -62596.390625 Penalty: 641.876282
	Iteration 4Q: 3 clusters Score -62596.39 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -62629.554688 Penalty: 641.876282
	Iteration 5F: 3 clusters Score -62629.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62665.476562 Penalty: 641.876282
	Iteration 6F: 3 clusters Score -62665.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62703.972656 Penalty: 641.876282
	Iteration 7Q: 3 clusters Score -62703.97 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62735.984375 Penalty: 641.876282
	Iteration 8Q: 3 clusters Score -62735.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62757.375000 Penalty: 641.876282
	Iteration 9Q: 3 clusters Score -62757.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -62778.054688 Penalty: 641.876282
	Iteration 10Q: 3 clusters Score -62778.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -62794.195312 Penalty: 641.876282
	Iteration 11Q: 3 clusters Score -62794.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -62809.324219 Penalty: 641.876282
	Iteration 12Q: 3 clusters Score -62809.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -62823.968750 Penalty: 641.876282
	Iteration 13Q: 3 clusters Score -62823.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -62833.285156 Penalty: 641.876282
	Iteration 14Q: 3 clusters Score -62833.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -62838.128906 Penalty: 641.876282
	Iteration 15Q: 3 clusters Score -62838.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -62847.937500 Penalty: 641.876282
	Iteration 16Q: 3 clusters Score -62847.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -62857.472656 Penalty: 641.876282
	Iteration 17Q: 3 clusters Score -62857.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -62861.898438 Penalty: 641.876282
	Iteration 18Q: 3 clusters Score -62861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -62863.593750 Penalty: 641.876282
	Iteration 19Q: 3 clusters Score -62863.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -62867.179688 Penalty: 641.876282
	Iteration 20F: 3 clusters Score -62867.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -33661.578125 Penalty: 293.925659
	Iteration 0F: 2 clusters Score -33661.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -33069.476562 Penalty: 587.851318
	Iteration 0F: 3 clusters Score -33069.48 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -33209.496094 Penalty: 587.851318
	Iteration 1F: 3 clusters Score -33209.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -33256.148438 Penalty: 587.851318
	Iteration 2F: 3 clusters Score -33256.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -33275.242188 Penalty: 587.851318
	Iteration 3Q: 3 clusters Score -33275.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -33294.382812 Penalty: 587.851318
	Iteration 4Q: 3 clusters Score -33294.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -33312.042969 Penalty: 587.851318
	Iteration 5Q: 3 clusters Score -33312.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -33328.769531 Penalty: 587.851318
	Iteration 6Q: 3 clusters Score -33328.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -33347.179688 Penalty: 587.851318
	Iteration 7Q: 3 clusters Score -33347.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -33357.707031 Penalty: 587.851318
	Iteration 8Q: 3 clusters Score -33357.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -33368.851562 Penalty: 587.851318
	Iteration 9Q: 3 clusters Score -33368.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -33375.679688 Penalty: 587.851318
	Iteration 10Q: 3 clusters Score -33375.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -33392.164062 Penalty: 587.851318
	Iteration 11Q: 3 clusters Score -33392.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -33398.656250 Penalty: 587.851318
	Iteration 12Q: 3 clusters Score -33398.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -33401.300781 Penalty: 587.851318
	Iteration 13Q: 3 clusters Score -33401.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -33402.312500 Penalty: 587.851318
	Iteration 14Q: 3 clusters Score -33402.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -33404.207031 Penalty: 587.851318
	Iteration 15Q: 3 clusters Score -33404.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -33404.882812 Penalty: 587.851318
	Iteration 16Q: 3 clusters Score -33404.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -33405.679688 Penalty: 587.851318
	Iteration 17Q: 3 clusters Score -33405.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -33405.679688 Penalty: 587.851318
	Iteration 18F: 3 clusters Score -33405.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Entering Unmasked Estep 
Score: -3188490.250000 Penalty: 499.056946
	Iteration 0F: 2 clusters Score -3188490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -3149479.500000 Penalty: 998.113892
	Iteration 0F: 3 clusters Score -3149480 nChanged 28077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -3166035.750000 Penalty: 998.113892
	Iteration 1F: 3 clusters Score -3166036 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -3166757.250000 Penalty: 998.113892
	Iteration 2Q: 3 clusters Score -3166757 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -3167639.000000 Penalty: 998.113892
	Iteration 3Q: 3 clusters Score -3167639 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -3168678.750000 Penalty: 998.113892
	Iteration 4Q: 3 clusters Score -3168679 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -3169749.750000 Penalty: 998.113892
	Iteration 5Q: 3 clusters Score -3169750 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -3170963.000000 Penalty: 998.113892
	Iteration 6Q: 3 clusters Score -3170963 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -3172373.500000 Penalty: 998.113892
	Iteration 7Q: 3 clusters Score -3172374 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -3174098.500000 Penalty: 998.113892
	Iteration 8F: 3 clusters Score -3174098 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -3176143.250000 Penalty: 998.113892
	Iteration 9F: 3 clusters Score -3176143 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -3178093.250000 Penalty: 998.113892
	Iteration 10F: 3 clusters Score -3178093 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -3179411.500000 Penalty: 998.113892
	Iteration 11Q: 3 clusters Score -3179412 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -3180063.250000 Penalty: 998.113892
	Iteration 12Q: 3 clusters Score -3180063 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -3180474.000000 Penalty: 998.113892
	Iteration 13Q: 3 clusters Score -3180474 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -3180792.750000 Penalty: 998.113892
	Iteration 14Q: 3 clusters Score -3180793 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -3181057.000000 Penalty: 998.113892
	Iteration 15Q: 3 clusters Score -3181057 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -3181333.000000 Penalty: 998.113892
	Iteration 16Q: 3 clusters Score -3181333 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3181563.750000 Penalty: 998.113892
	Iteration 17Q: 3 clusters Score -3181564 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3181761.250000 Penalty: 998.113892
	Iteration 18Q: 3 clusters Score -3181761 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -3181916.500000 Penalty: 998.113892
	Iteration 19Q: 3 clusters Score -3181916 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3182050.750000 Penalty: 998.113892
	Iteration 20F: 3 clusters Score -3182051 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3182182.250000 Penalty: 998.113892
	Iteration 21Q: 3 clusters Score -3182182 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3182302.500000 Penalty: 998.113892
	Iteration 22Q: 3 clusters Score -3182302 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3182423.000000 Penalty: 998.113892
	Iteration 23Q: 3 clusters Score -3182423 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3182525.000000 Penalty: 998.113892
	Iteration 24Q: 3 clusters Score -3182525 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3182646.250000 Penalty: 998.113892
	Iteration 25Q: 3 clusters Score -3182646 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3182749.750000 Penalty: 998.113892
	Iteration 26Q: 3 clusters Score -3182750 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3182884.250000 Penalty: 998.113892
	Iteration 27Q: 3 clusters Score -3182884 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3183000.750000 Penalty: 998.113892
	Iteration 28Q: 3 clusters Score -3183001 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -3183108.000000 Penalty: 998.113892
	Iteration 29Q: 3 clusters Score -3183108 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -3183262.000000 Penalty: 998.113892
	Iteration 30Q: 3 clusters Score -3183262 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -3183393.500000 Penalty: 998.113892
	Iteration 31Q: 3 clusters Score -3183394 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -3183515.250000 Penalty: 998.113892
	Iteration 32Q: 3 clusters Score -3183515 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -3183631.750000 Penalty: 998.113892
	Iteration 33Q: 3 clusters Score -3183632 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -3183750.500000 Penalty: 998.113892
	Iteration 34Q: 3 clusters Score -3183750 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3183872.750000 Penalty: 998.113892
	Iteration 35Q: 3 clusters Score -3183873 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3184017.750000 Penalty: 998.113892
	Iteration 36Q: 3 clusters Score -3184018 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3184139.750000 Penalty: 998.113892
	Iteration 37Q: 3 clusters Score -3184140 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3184255.000000 Penalty: 998.113892
	Iteration 38Q: 3 clusters Score -3184255 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3184356.750000 Penalty: 998.113892
	Iteration 39Q: 3 clusters Score -3184357 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3184445.250000 Penalty: 998.113892
	Iteration 40F: 3 clusters Score -3184445 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3184555.750000 Penalty: 998.113892
	Iteration 41Q: 3 clusters Score -3184556 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3184641.000000 Penalty: 998.113892
	Iteration 42Q: 3 clusters Score -3184641 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -3184691.500000 Penalty: 998.113892
	Iteration 43Q: 3 clusters Score -3184692 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3184754.250000 Penalty: 998.113892
	Iteration 44Q: 3 clusters Score -3184754 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3184833.500000 Penalty: 998.113892
	Iteration 45Q: 3 clusters Score -3184834 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -3184900.000000 Penalty: 998.113892
	Iteration 46Q: 3 clusters Score -3184900 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3184968.750000 Penalty: 998.113892
	Iteration 47Q: 3 clusters Score -3184969 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3185022.500000 Penalty: 998.113892
	Iteration 48Q: 3 clusters Score -3185022 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -3185071.250000 Penalty: 998.113892
	Iteration 49Q: 3 clusters Score -3185071 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -3185122.500000 Penalty: 998.113892
	Iteration 50Q: 3 clusters Score -3185122 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3185155.000000 Penalty: 998.113892
	Iteration 51Q: 3 clusters Score -3185155 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -3185221.250000 Penalty: 998.113892
	Iteration 52Q: 3 clusters Score -3185221 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -3185286.500000 Penalty: 998.113892
	Iteration 53Q: 3 clusters Score -3185286 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3185347.500000 Penalty: 998.113892
	Iteration 54Q: 3 clusters Score -3185348 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3185407.250000 Penalty: 998.113892
	Iteration 55Q: 3 clusters Score -3185407 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -3185471.250000 Penalty: 998.113892
	Iteration 56Q: 3 clusters Score -3185471 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -3185517.000000 Penalty: 998.113892
	Iteration 57Q: 3 clusters Score -3185517 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3185588.250000 Penalty: 998.113892
	Iteration 58Q: 3 clusters Score -3185588 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -3185667.500000 Penalty: 998.113892
	Iteration 59Q: 3 clusters Score -3185668 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3185728.250000 Penalty: 998.113892
	Iteration 60F: 3 clusters Score -3185728 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3185820.250000 Penalty: 998.113892
	Iteration 61Q: 3 clusters Score -3185820 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -3185902.250000 Penalty: 998.113892
	Iteration 62Q: 3 clusters Score -3185902 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3185975.000000 Penalty: 998.113892
	Iteration 63Q: 3 clusters Score -3185975 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -3186060.000000 Penalty: 998.113892
	Iteration 64Q: 3 clusters Score -3186060 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -3186156.750000 Penalty: 998.113892
	Iteration 65Q: 3 clusters Score -3186157 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -3186254.500000 Penalty: 998.113892
	Iteration 66Q: 3 clusters Score -3186254 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -3186354.750000 Penalty: 998.113892
	Iteration 67Q: 3 clusters Score -3186355 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3186451.250000 Penalty: 998.113892
	Iteration 68Q: 3 clusters Score -3186451 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3186555.750000 Penalty: 998.113892
	Iteration 69Q: 3 clusters Score -3186556 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3186650.750000 Penalty: 998.113892
	Iteration 70Q: 3 clusters Score -3186651 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3186756.250000 Penalty: 998.113892
	Iteration 71Q: 3 clusters Score -3186756 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3186862.750000 Penalty: 998.113892
	Iteration 72Q: 3 clusters Score -3186863 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3186963.750000 Penalty: 998.113892
	Iteration 73Q: 3 clusters Score -3186964 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3187080.500000 Penalty: 998.113892
	Iteration 74Q: 3 clusters Score -3187080 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3187207.750000 Penalty: 998.113892
	Iteration 75Q: 3 clusters Score -3187208 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3187336.500000 Penalty: 998.113892
	Iteration 76Q: 3 clusters Score -3187336 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3187427.250000 Penalty: 998.113892
	Iteration 77Q: 3 clusters Score -3187427 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3187520.000000 Penalty: 998.113892
	Iteration 78Q: 3 clusters Score -3187520 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3187587.250000 Penalty: 998.113892
	Iteration 79Q: 3 clusters Score -3187587 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3187662.500000 Penalty: 998.113892
	Iteration 80F: 3 clusters Score -3187662 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3187736.500000 Penalty: 998.113892
	Iteration 81Q: 3 clusters Score -3187736 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57029 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3187794.250000 Penalty: 998.113892
	Iteration 82Q: 3 clusters Score -3187794 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3187856.750000 Penalty: 998.113892
	Iteration 83Q: 3 clusters Score -3187857 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3187906.750000 Penalty: 998.113892
	Iteration 84Q: 3 clusters Score -3187907 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3187926.750000 Penalty: 998.113892
	Iteration 85Q: 3 clusters Score -3187927 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3187948.750000 Penalty: 998.113892
	Iteration 86Q: 3 clusters Score -3187949 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57440 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3187965.000000 Penalty: 998.113892
	Iteration 87Q: 3 clusters Score -3187965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3187988.250000 Penalty: 998.113892
	Iteration 88Q: 3 clusters Score -3187988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3188002.750000 Penalty: 998.113892
	Iteration 89Q: 3 clusters Score -3188003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3188015.250000 Penalty: 998.113892
	Iteration 90Q: 3 clusters Score -3188015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57579 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3188027.000000 Penalty: 998.113892
	Iteration 91Q: 3 clusters Score -3188027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3188037.250000 Penalty: 998.113892
	Iteration 92Q: 3 clusters Score -3188037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3188041.500000 Penalty: 998.113892
	Iteration 93Q: 3 clusters Score -3188042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3188048.500000 Penalty: 998.113892
	Iteration 94Q: 3 clusters Score -3188048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3188054.750000 Penalty: 998.113892
	Iteration 95Q: 3 clusters Score -3188055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3188060.750000 Penalty: 998.113892
	Iteration 96Q: 3 clusters Score -3188061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3188069.000000 Penalty: 998.113892
	Iteration 97Q: 3 clusters Score -3188069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3188075.000000 Penalty: 998.113892
	Iteration 98Q: 3 clusters Score -3188075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3188074.000000 Penalty: 998.113892
	Iteration 99Q: 3 clusters Score -3188074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3188072.500000 Penalty: 998.113892
	Iteration 100F: 3 clusters Score -3188072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3188074.000000 Penalty: 998.113892
	Iteration 101Q: 3 clusters Score -3188074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3188075.750000 Penalty: 998.113892
	Iteration 102Q: 3 clusters Score -3188076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3188081.500000 Penalty: 998.113892
	Iteration 103Q: 3 clusters Score -3188082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3188084.750000 Penalty: 998.113892
	Iteration 104Q: 3 clusters Score -3188085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3188086.750000 Penalty: 998.113892
	Iteration 105Q: 3 clusters Score -3188087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3188090.250000 Penalty: 998.113892
	Iteration 106Q: 3 clusters Score -3188090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3188099.000000 Penalty: 998.113892
	Iteration 107Q: 3 clusters Score -3188099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3188104.750000 Penalty: 998.113892
	Iteration 108Q: 3 clusters Score -3188105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3188104.500000 Penalty: 998.113892
	Iteration 109Q: 3 clusters Score -3188104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3188104.000000 Penalty: 998.113892
	Iteration 110Q: 3 clusters Score -3188104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3188107.500000 Penalty: 998.113892
	Iteration 111Q: 3 clusters Score -3188108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3188109.250000 Penalty: 998.113892
	Iteration 112Q: 3 clusters Score -3188109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3188110.750000 Penalty: 998.113892
	Iteration 113Q: 3 clusters Score -3188111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3188114.250000 Penalty: 998.113892
	Iteration 114Q: 3 clusters Score -3188114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3188122.000000 Penalty: 998.113892
	Iteration 115Q: 3 clusters Score -3188122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3188119.250000 Penalty: 998.113892
	Iteration 116Q: 3 clusters Score -3188119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3188119.000000 Penalty: 998.113892
	Iteration 117Q: 3 clusters Score -3188119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3188120.500000 Penalty: 998.113892
	Iteration 118Q: 3 clusters Score -3188120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3188120.250000 Penalty: 998.113892
	Iteration 119Q: 3 clusters Score -3188120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3188120.250000 Penalty: 998.113892
	Iteration 120F: 3 clusters Score -3188120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -132650.515625 Penalty: 357.037628
	Iteration 0F: 2 clusters Score -132650.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -130835.781250 Penalty: 714.075256
	Iteration 0F: 3 clusters Score -130835.8 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -131451.296875 Penalty: 714.075256
	Iteration 1F: 3 clusters Score -131451.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -131557.296875 Penalty: 714.075256
	Iteration 2F: 3 clusters Score -131557.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -131666.234375 Penalty: 714.075256
	Iteration 3F: 3 clusters Score -131666.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -131787.765625 Penalty: 714.075256
	Iteration 4F: 3 clusters Score -131787.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -131926.062500 Penalty: 714.075256
	Iteration 5F: 3 clusters Score -131926.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -132072.656250 Penalty: 714.075256
	Iteration 6F: 3 clusters Score -132072.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -132188.968750 Penalty: 714.075256
	Iteration 7Q: 3 clusters Score -132189 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -132257.250000 Penalty: 714.075256
	Iteration 8Q: 3 clusters Score -132257.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -132302.593750 Penalty: 714.075256
	Iteration 9Q: 3 clusters Score -132302.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -132317.781250 Penalty: 714.075256
	Iteration 10Q: 3 clusters Score -132317.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -132329.515625 Penalty: 714.075256
	Iteration 11Q: 3 clusters Score -132329.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -132336.265625 Penalty: 714.075256
	Iteration 12Q: 3 clusters Score -132336.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -132340.015625 Penalty: 714.075256
	Iteration 13Q: 3 clusters Score -132340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -132340.015625 Penalty: 714.075256
	Iteration 14F: 3 clusters Score -132340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Entering Unmasked Estep 
Score: -908964.375000 Penalty: 440.141785
	Iteration 0F: 2 clusters Score -908964.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -898390.937500 Penalty: 880.283569
	Iteration 0F: 3 clusters Score -898390.9 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -902839.437500 Penalty: 880.283569
	Iteration 1F: 3 clusters Score -902839.4 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -903212.125000 Penalty: 880.283569
	Iteration 2F: 3 clusters Score -903212.1 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -903693.187500 Penalty: 880.283569
	Iteration 3F: 3 clusters Score -903693.2 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -904437.125000 Penalty: 880.283569
	Iteration 4F: 3 clusters Score -904437.1 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -905449.250000 Penalty: 880.283569
	Iteration 5F: 3 clusters Score -905449.2 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -906332.875000 Penalty: 880.283569
	Iteration 6F: 3 clusters Score -906332.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -906808.562500 Penalty: 880.283569
	Iteration 7Q: 3 clusters Score -906808.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -907033.062500 Penalty: 880.283569
	Iteration 8Q: 3 clusters Score -907033.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -907192.875000 Penalty: 880.283569
	Iteration 9Q: 3 clusters Score -907192.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -907314.500000 Penalty: 880.283569
	Iteration 10Q: 3 clusters Score -907314.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -907418.125000 Penalty: 880.283569
	Iteration 11Q: 3 clusters Score -907418.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -907515.875000 Penalty: 880.283569
	Iteration 12Q: 3 clusters Score -907515.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -907608.875000 Penalty: 880.283569
	Iteration 13Q: 3 clusters Score -907608.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -907686.937500 Penalty: 880.283569
	Iteration 14Q: 3 clusters Score -907686.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -907766.937500 Penalty: 880.283569
	Iteration 15Q: 3 clusters Score -907766.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -907824.375000 Penalty: 880.283569
	Iteration 16Q: 3 clusters Score -907824.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -907887.625000 Penalty: 880.283569
	Iteration 17Q: 3 clusters Score -907887.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -907944.937500 Penalty: 880.283569
	Iteration 18Q: 3 clusters Score -907944.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -908004.625000 Penalty: 880.283569
	Iteration 19Q: 3 clusters Score -908004.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -908064.937500 Penalty: 880.283569
	Iteration 20F: 3 clusters Score -908064.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -908128.812500 Penalty: 880.283569
	Iteration 21Q: 3 clusters Score -908128.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -908181.875000 Penalty: 880.283569
	Iteration 22Q: 3 clusters Score -908181.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -908225.312500 Penalty: 880.283569
	Iteration 23Q: 3 clusters Score -908225.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -908260.687500 Penalty: 880.283569
	Iteration 24Q: 3 clusters Score -908260.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -908285.937500 Penalty: 880.283569
	Iteration 25Q: 3 clusters Score -908285.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -908309.312500 Penalty: 880.283569
	Iteration 26Q: 3 clusters Score -908309.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -908325.562500 Penalty: 880.283569
	Iteration 27Q: 3 clusters Score -908325.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -908346.875000 Penalty: 880.283569
	Iteration 28Q: 3 clusters Score -908346.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -908367.250000 Penalty: 880.283569
	Iteration 29Q: 3 clusters Score -908367.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -908379.562500 Penalty: 880.283569
	Iteration 30Q: 3 clusters Score -908379.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -908390.062500 Penalty: 880.283569
	Iteration 31Q: 3 clusters Score -908390.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -908399.000000 Penalty: 880.283569
	Iteration 32Q: 3 clusters Score -908399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -908404.875000 Penalty: 880.283569
	Iteration 33Q: 3 clusters Score -908404.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -908414.937500 Penalty: 880.283569
	Iteration 34Q: 3 clusters Score -908414.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -908423.937500 Penalty: 880.283569
	Iteration 35Q: 3 clusters Score -908423.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -908434.750000 Penalty: 880.283569
	Iteration 36Q: 3 clusters Score -908434.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -908448.000000 Penalty: 880.283569
	Iteration 37Q: 3 clusters Score -908448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -908453.562500 Penalty: 880.283569
	Iteration 38Q: 3 clusters Score -908453.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -908467.437500 Penalty: 880.283569
	Iteration 39Q: 3 clusters Score -908467.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -908479.500000 Penalty: 880.283569
	Iteration 40F: 3 clusters Score -908479.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -908487.375000 Penalty: 880.283569
	Iteration 41Q: 3 clusters Score -908487.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -908494.375000 Penalty: 880.283569
	Iteration 42Q: 3 clusters Score -908494.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -908507.500000 Penalty: 880.283569
	Iteration 43Q: 3 clusters Score -908507.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -908513.500000 Penalty: 880.283569
	Iteration 44Q: 3 clusters Score -908513.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -908515.875000 Penalty: 880.283569
	Iteration 45Q: 3 clusters Score -908515.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -908523.125000 Penalty: 880.283569
	Iteration 46Q: 3 clusters Score -908523.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -908527.937500 Penalty: 880.283569
	Iteration 47Q: 3 clusters Score -908527.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -908533.437500 Penalty: 880.283569
	Iteration 48Q: 3 clusters Score -908533.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -908536.562500 Penalty: 880.283569
	Iteration 49Q: 3 clusters Score -908536.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -908538.000000 Penalty: 880.283569
	Iteration 50Q: 3 clusters Score -908538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -908542.062500 Penalty: 880.283569
	Iteration 51Q: 3 clusters Score -908542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -908542.250000 Penalty: 880.283569
	Iteration 52Q: 3 clusters Score -908542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -908543.937500 Penalty: 880.283569
	Iteration 53Q: 3 clusters Score -908543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -908546.375000 Penalty: 880.283569
	Iteration 54Q: 3 clusters Score -908546.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -908549.500000 Penalty: 880.283569
	Iteration 55Q: 3 clusters Score -908549.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -908552.187500 Penalty: 880.283569
	Iteration 56Q: 3 clusters Score -908552.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -908554.875000 Penalty: 880.283569
	Iteration 57Q: 3 clusters Score -908554.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -908558.000000 Penalty: 880.283569
	Iteration 58Q: 3 clusters Score -908558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -908558.000000 Penalty: 880.283569
	Iteration 59Q: 3 clusters Score -908558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -908558.812500 Penalty: 880.283569
	Iteration 60F: 3 clusters Score -908558.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -908558.812500 Penalty: 880.283569
	Iteration 61Q: 3 clusters Score -908558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -908558.562500 Penalty: 880.283569
	Iteration 62Q: 3 clusters Score -908558.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -908559.187500 Penalty: 880.283569
	Iteration 63Q: 3 clusters Score -908559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -908558.812500 Penalty: 880.283569
	Iteration 64Q: 3 clusters Score -908558.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -908560.750000 Penalty: 880.283569
	Iteration 65Q: 3 clusters Score -908560.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -908563.187500 Penalty: 880.283569
	Iteration 66Q: 3 clusters Score -908563.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -908567.125000 Penalty: 880.283569
	Iteration 67Q: 3 clusters Score -908567.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -908567.375000 Penalty: 880.283569
	Iteration 68Q: 3 clusters Score -908567.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -908568.437500 Penalty: 880.283569
	Iteration 69Q: 3 clusters Score -908568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -908570.187500 Penalty: 880.283569
	Iteration 70Q: 3 clusters Score -908570.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -908570.437500 Penalty: 880.283569
	Iteration 71Q: 3 clusters Score -908570.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -908570.437500 Penalty: 880.283569
	Iteration 72F: 3 clusters Score -908570.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -6147.560059 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -6147.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5901.928223 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5901.928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5964.764160 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5964.764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5981.675293 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -5981.675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6023.209961 Penalty: 457.173126
	Iteration 3F: 3 clusters Score -6023.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6031.875977 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -6031.876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6035.898438 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -6035.898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6042.768066 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -6042.768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6048.258301 Penalty: 457.173126
	Iteration 7Q: 3 clusters Score -6048.258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6052.373535 Penalty: 457.173126
	Iteration 8Q: 3 clusters Score -6052.374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6057.758789 Penalty: 457.173126
	Iteration 9Q: 3 clusters Score -6057.759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6062.363281 Penalty: 457.173126
	Iteration 10Q: 3 clusters Score -6062.363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6062.363281 Penalty: 457.173126
	Iteration 11F: 3 clusters Score -6062.363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -7410.182617 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -7410.183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7130.585938 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -7130.586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7210.008301 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -7210.008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7254.246582 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -7254.247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -7284.955566 Penalty: 484.836731
	Iteration 3F: 3 clusters Score -7284.956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7308.936035 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -7308.936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7335.161133 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -7335.161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7337.770020 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -7337.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7342.627441 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -7342.627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7350.531738 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -7350.532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7360.039551 Penalty: 484.836731
	Iteration 9Q: 3 clusters Score -7360.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7363.503906 Penalty: 484.836731
	Iteration 10Q: 3 clusters Score -7363.504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7363.503906 Penalty: 484.836731
	Iteration 11F: 3 clusters Score -7363.504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -33877.796875 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -33877.8 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 360 members 
Entering Unmasked Estep 
Score: -33225.187500 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -33225.19 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -33397.300781 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -33397.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33420.917969 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -33420.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -33450.726562 Penalty: 600.588257
	Iteration 3Q: 3 clusters Score -33450.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -33482.546875 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -33482.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -33495.609375 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -33495.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33509.730469 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -33509.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -33523.082031 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -33523.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33535.058594 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -33535.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -33545.765625 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -33545.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -33552.464844 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -33552.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -33560.058594 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -33560.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33567.910156 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -33567.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -33572.921875 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -33572.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33579.191406 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -33579.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33588.710938 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -33588.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33595.773438 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -33595.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33601.128906 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -33601.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33607.457031 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -33607.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33612.816406 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -33612.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33617.019531 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -33617.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33621.714844 Penalty: 600.588257
	Iteration 21Q: 3 clusters Score -33621.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33624.875000 Penalty: 600.588257
	Iteration 22Q: 3 clusters Score -33624.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33625.652344 Penalty: 600.588257
	Iteration 23Q: 3 clusters Score -33625.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33626.617188 Penalty: 600.588257
	Iteration 24Q: 3 clusters Score -33626.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33626.816406 Penalty: 600.588257
	Iteration 25Q: 3 clusters Score -33626.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33628.390625 Penalty: 600.588257
	Iteration 26Q: 3 clusters Score -33628.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33629.820312 Penalty: 600.588257
	Iteration 27Q: 3 clusters Score -33629.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33631.109375 Penalty: 600.588257
	Iteration 28Q: 3 clusters Score -33631.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33631.207031 Penalty: 600.588257
	Iteration 29Q: 3 clusters Score -33631.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33631.285156 Penalty: 600.588257
	Iteration 30Q: 3 clusters Score -33631.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33631.566406 Penalty: 600.588257
	Iteration 31Q: 3 clusters Score -33631.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33631.566406 Penalty: 600.588257
	Iteration 32F: 3 clusters Score -33631.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13227.187500 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -13227.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12887.337891 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -12887.34 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12969.021484 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -12969.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12984.101562 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -12984.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12991.243164 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -12991.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12993.919922 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -12993.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12998.708008 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -12998.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13012.218750 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -13012.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13023.128906 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -13023.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13032.593750 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -13032.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13038.875000 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -13038.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13044.186523 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -13044.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13055.273438 Penalty: 510.127991
	Iteration 11Q: 3 clusters Score -13055.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13066.722656 Penalty: 510.127991
	Iteration 12Q: 3 clusters Score -13066.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13073.151367 Penalty: 510.127991
	Iteration 13Q: 3 clusters Score -13073.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13079.605469 Penalty: 510.127991
	Iteration 14Q: 3 clusters Score -13079.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13089.008789 Penalty: 510.127991
	Iteration 15Q: 3 clusters Score -13089.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13094.389648 Penalty: 510.127991
	Iteration 16Q: 3 clusters Score -13094.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13097.821289 Penalty: 510.127991
	Iteration 17Q: 3 clusters Score -13097.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13097.821289 Penalty: 510.127991
	Iteration 18F: 3 clusters Score -13097.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Entering Unmasked Estep 
Score: -2349241.500000 Penalty: 488.560425
	Iteration 0F: 2 clusters Score -2349242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -2318190.750000 Penalty: 977.120850
	Iteration 0F: 3 clusters Score -2318191 nChanged 22286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2331735.250000 Penalty: 977.120850
	Iteration 1F: 3 clusters Score -2331735 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2332310.500000 Penalty: 977.120850
	Iteration 2Q: 3 clusters Score -2332310 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2333064.500000 Penalty: 977.120850
	Iteration 3Q: 3 clusters Score -2333064 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2334166.250000 Penalty: 977.120850
	Iteration 4F: 3 clusters Score -2334166 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2335906.750000 Penalty: 977.120850
	Iteration 5F: 3 clusters Score -2335907 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2338531.250000 Penalty: 977.120850
	Iteration 6F: 3 clusters Score -2338531 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2341999.250000 Penalty: 977.120850
	Iteration 7F: 3 clusters Score -2341999 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2345520.000000 Penalty: 977.120850
	Iteration 8F: 3 clusters Score -2345520 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2347865.000000 Penalty: 977.120850
	Iteration 9Q: 3 clusters Score -2347865 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2348617.250000 Penalty: 977.120850
	Iteration 10Q: 3 clusters Score -2348617 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2348753.000000 Penalty: 977.120850
	Iteration 11Q: 3 clusters Score -2348753 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2348795.250000 Penalty: 977.120850
	Iteration 12Q: 3 clusters Score -2348795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2348811.500000 Penalty: 977.120850
	Iteration 13Q: 3 clusters Score -2348812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2348818.250000 Penalty: 977.120850
	Iteration 14Q: 3 clusters Score -2348818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2348825.500000 Penalty: 977.120850
	Iteration 15Q: 3 clusters Score -2348826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2348829.250000 Penalty: 977.120850
	Iteration 16Q: 3 clusters Score -2348829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2348829.500000 Penalty: 977.120850
	Iteration 17Q: 3 clusters Score -2348830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -2348831.000000 Penalty: 977.120850
	Iteration 18Q: 3 clusters Score -2348831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -2348831.000000 Penalty: 977.120850
	Iteration 19F: 3 clusters Score -2348831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Entering Unmasked Estep 
Score: -135171.468750 Penalty: 357.303680
	Iteration 0F: 2 clusters Score -135171.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -133389.968750 Penalty: 714.607361
	Iteration 0F: 3 clusters Score -133390 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -133935.953125 Penalty: 714.607361
	Iteration 1F: 3 clusters Score -133936 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -134014.296875 Penalty: 714.607361
	Iteration 2F: 3 clusters Score -134014.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -134096.890625 Penalty: 714.607361
	Iteration 3F: 3 clusters Score -134096.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -134214.515625 Penalty: 714.607361
	Iteration 4F: 3 clusters Score -134214.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -134362.687500 Penalty: 714.607361
	Iteration 5F: 3 clusters Score -134362.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -134483.156250 Penalty: 714.607361
	Iteration 6F: 3 clusters Score -134483.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -134591.265625 Penalty: 714.607361
	Iteration 7F: 3 clusters Score -134591.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -134656.625000 Penalty: 714.607361
	Iteration 8Q: 3 clusters Score -134656.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -134720.265625 Penalty: 714.607361
	Iteration 9Q: 3 clusters Score -134720.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -134748.906250 Penalty: 714.607361
	Iteration 10Q: 3 clusters Score -134748.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -134764.671875 Penalty: 714.607361
	Iteration 11Q: 3 clusters Score -134764.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -134776.750000 Penalty: 714.607361
	Iteration 12Q: 3 clusters Score -134776.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -134790.546875 Penalty: 714.607361
	Iteration 13Q: 3 clusters Score -134790.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -134806.593750 Penalty: 714.607361
	Iteration 14Q: 3 clusters Score -134806.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -134816.828125 Penalty: 714.607361
	Iteration 15Q: 3 clusters Score -134816.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -134821.500000 Penalty: 714.607361
	Iteration 16Q: 3 clusters Score -134821.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -134823.656250 Penalty: 714.607361
	Iteration 17Q: 3 clusters Score -134823.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -134824.640625 Penalty: 714.607361
	Iteration 18Q: 3 clusters Score -134824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -134824.875000 Penalty: 714.607361
	Iteration 19Q: 3 clusters Score -134824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -134825.078125 Penalty: 714.607361
	Iteration 20F: 3 clusters Score -134825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -134825.765625 Penalty: 714.607361
	Iteration 21Q: 3 clusters Score -134825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -134825.812500 Penalty: 714.607361
	Iteration 22Q: 3 clusters Score -134825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -134825.812500 Penalty: 714.607361
	Iteration 23F: 3 clusters Score -134825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -28397.996094 Penalty: 286.852417
	Iteration 0F: 2 clusters Score -28398 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 269 members 
Entering Unmasked Estep 
Score: -27866.257812 Penalty: 573.704834
	Iteration 0F: 3 clusters Score -27866.26 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -28013.828125 Penalty: 573.704834
	Iteration 1F: 3 clusters Score -28013.83 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28074.914062 Penalty: 573.704834
	Iteration 2F: 3 clusters Score -28074.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28109.480469 Penalty: 573.704834
	Iteration 3F: 3 clusters Score -28109.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -28137.095703 Penalty: 573.704834
	Iteration 4Q: 3 clusters Score -28137.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -28160.537109 Penalty: 573.704834
	Iteration 5Q: 3 clusters Score -28160.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -28170.906250 Penalty: 573.704834
	Iteration 6Q: 3 clusters Score -28170.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -28177.494141 Penalty: 573.704834
	Iteration 7Q: 3 clusters Score -28177.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -28186.582031 Penalty: 573.704834
	Iteration 8Q: 3 clusters Score -28186.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -28202.599609 Penalty: 573.704834
	Iteration 9Q: 3 clusters Score -28202.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -28213.707031 Penalty: 573.704834
	Iteration 10Q: 3 clusters Score -28213.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -28221.750000 Penalty: 573.704834
	Iteration 11Q: 3 clusters Score -28221.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -28225.765625 Penalty: 573.704834
	Iteration 12Q: 3 clusters Score -28225.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28227.595703 Penalty: 573.704834
	Iteration 13Q: 3 clusters Score -28227.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28227.595703 Penalty: 573.704834
	Iteration 14F: 3 clusters Score -28227.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Entering Unmasked Estep 
Score: -1081940.250000 Penalty: 449.281403
	Iteration 0F: 2 clusters Score -1081940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1068950.375000 Penalty: 898.562805
	Iteration 0F: 3 clusters Score -1068950 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1074091.125000 Penalty: 898.562805
	Iteration 1F: 3 clusters Score -1074091 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1074378.750000 Penalty: 898.562805
	Iteration 2Q: 3 clusters Score -1074379 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1074795.375000 Penalty: 898.562805
	Iteration 3Q: 3 clusters Score -1074795 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1075436.875000 Penalty: 898.562805
	Iteration 4F: 3 clusters Score -1075437 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1076384.375000 Penalty: 898.562805
	Iteration 5F: 3 clusters Score -1076384 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1077501.000000 Penalty: 898.562805
	Iteration 6F: 3 clusters Score -1077501 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1078428.750000 Penalty: 898.562805
	Iteration 7F: 3 clusters Score -1078429 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1078887.875000 Penalty: 898.562805
	Iteration 8F: 3 clusters Score -1078888 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1079088.500000 Penalty: 898.562805
	Iteration 9Q: 3 clusters Score -1079088 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1079190.000000 Penalty: 898.562805
	Iteration 10Q: 3 clusters Score -1079190 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1079262.000000 Penalty: 898.562805
	Iteration 11Q: 3 clusters Score -1079262 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1079339.625000 Penalty: 898.562805
	Iteration 12Q: 3 clusters Score -1079340 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1079422.000000 Penalty: 898.562805
	Iteration 13Q: 3 clusters Score -1079422 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1079512.250000 Penalty: 898.562805
	Iteration 14Q: 3 clusters Score -1079512 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1079592.125000 Penalty: 898.562805
	Iteration 15Q: 3 clusters Score -1079592 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1079655.500000 Penalty: 898.562805
	Iteration 16Q: 3 clusters Score -1079656 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1079720.500000 Penalty: 898.562805
	Iteration 17Q: 3 clusters Score -1079720 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1079782.875000 Penalty: 898.562805
	Iteration 18Q: 3 clusters Score -1079783 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1079856.250000 Penalty: 898.562805
	Iteration 19Q: 3 clusters Score -1079856 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1079916.125000 Penalty: 898.562805
	Iteration 20F: 3 clusters Score -1079916 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1079963.000000 Penalty: 898.562805
	Iteration 21Q: 3 clusters Score -1079963 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1080007.125000 Penalty: 898.562805
	Iteration 22Q: 3 clusters Score -1080007 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1080039.250000 Penalty: 898.562805
	Iteration 23Q: 3 clusters Score -1080039 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1080071.625000 Penalty: 898.562805
	Iteration 24Q: 3 clusters Score -1080072 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1080100.875000 Penalty: 898.562805
	Iteration 25Q: 3 clusters Score -1080101 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1080125.875000 Penalty: 898.562805
	Iteration 26Q: 3 clusters Score -1080126 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1080142.500000 Penalty: 898.562805
	Iteration 27Q: 3 clusters Score -1080142 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1080158.375000 Penalty: 898.562805
	Iteration 28Q: 3 clusters Score -1080158 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1080176.500000 Penalty: 898.562805
	Iteration 29Q: 3 clusters Score -1080176 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1080192.250000 Penalty: 898.562805
	Iteration 30Q: 3 clusters Score -1080192 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1080212.500000 Penalty: 898.562805
	Iteration 31Q: 3 clusters Score -1080212 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1080230.750000 Penalty: 898.562805
	Iteration 32Q: 3 clusters Score -1080231 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1080243.500000 Penalty: 898.562805
	Iteration 33Q: 3 clusters Score -1080244 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1080252.000000 Penalty: 898.562805
	Iteration 34Q: 3 clusters Score -1080252 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1080262.500000 Penalty: 898.562805
	Iteration 35Q: 3 clusters Score -1080262 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1080272.375000 Penalty: 898.562805
	Iteration 36Q: 3 clusters Score -1080272 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1080281.625000 Penalty: 898.562805
	Iteration 37Q: 3 clusters Score -1080282 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1080290.250000 Penalty: 898.562805
	Iteration 38Q: 3 clusters Score -1080290 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1080294.250000 Penalty: 898.562805
	Iteration 39Q: 3 clusters Score -1080294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1080299.750000 Penalty: 898.562805
	Iteration 40F: 3 clusters Score -1080300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1080305.750000 Penalty: 898.562805
	Iteration 41Q: 3 clusters Score -1080306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1080306.500000 Penalty: 898.562805
	Iteration 42Q: 3 clusters Score -1080306 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1080310.250000 Penalty: 898.562805
	Iteration 43Q: 3 clusters Score -1080310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1080315.750000 Penalty: 898.562805
	Iteration 44Q: 3 clusters Score -1080316 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1080320.625000 Penalty: 898.562805
	Iteration 45Q: 3 clusters Score -1080321 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1080327.375000 Penalty: 898.562805
	Iteration 46Q: 3 clusters Score -1080327 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1080335.125000 Penalty: 898.562805
	Iteration 47Q: 3 clusters Score -1080335 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1080340.500000 Penalty: 898.562805
	Iteration 48Q: 3 clusters Score -1080340 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1080351.875000 Penalty: 898.562805
	Iteration 49Q: 3 clusters Score -1080352 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1080368.000000 Penalty: 898.562805
	Iteration 50Q: 3 clusters Score -1080368 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1080387.625000 Penalty: 898.562805
	Iteration 51Q: 3 clusters Score -1080388 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1080401.500000 Penalty: 898.562805
	Iteration 52Q: 3 clusters Score -1080402 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1080417.750000 Penalty: 898.562805
	Iteration 53Q: 3 clusters Score -1080418 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1080432.625000 Penalty: 898.562805
	Iteration 54Q: 3 clusters Score -1080433 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1080443.125000 Penalty: 898.562805
	Iteration 55Q: 3 clusters Score -1080443 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1080448.250000 Penalty: 898.562805
	Iteration 56Q: 3 clusters Score -1080448 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1080462.875000 Penalty: 898.562805
	Iteration 57Q: 3 clusters Score -1080463 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1080478.750000 Penalty: 898.562805
	Iteration 58Q: 3 clusters Score -1080479 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1080492.625000 Penalty: 898.562805
	Iteration 59Q: 3 clusters Score -1080493 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1080504.250000 Penalty: 898.562805
	Iteration 60F: 3 clusters Score -1080504 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1080527.375000 Penalty: 898.562805
	Iteration 61Q: 3 clusters Score -1080527 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1080540.625000 Penalty: 898.562805
	Iteration 62Q: 3 clusters Score -1080541 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1080549.750000 Penalty: 898.562805
	Iteration 63Q: 3 clusters Score -1080550 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1080566.750000 Penalty: 898.562805
	Iteration 64Q: 3 clusters Score -1080567 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1080586.375000 Penalty: 898.562805
	Iteration 65Q: 3 clusters Score -1080586 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1080600.875000 Penalty: 898.562805
	Iteration 66Q: 3 clusters Score -1080601 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1080614.750000 Penalty: 898.562805
	Iteration 67Q: 3 clusters Score -1080615 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1080629.750000 Penalty: 898.562805
	Iteration 68Q: 3 clusters Score -1080630 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1080652.500000 Penalty: 898.562805
	Iteration 69Q: 3 clusters Score -1080652 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1080675.750000 Penalty: 898.562805
	Iteration 70Q: 3 clusters Score -1080676 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1080696.875000 Penalty: 898.562805
	Iteration 71Q: 3 clusters Score -1080697 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1080713.375000 Penalty: 898.562805
	Iteration 72Q: 3 clusters Score -1080713 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1080735.875000 Penalty: 898.562805
	Iteration 73Q: 3 clusters Score -1080736 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1080753.500000 Penalty: 898.562805
	Iteration 74Q: 3 clusters Score -1080754 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1080768.500000 Penalty: 898.562805
	Iteration 75Q: 3 clusters Score -1080768 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1080794.000000 Penalty: 898.562805
	Iteration 76Q: 3 clusters Score -1080794 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1080821.625000 Penalty: 898.562805
	Iteration 77Q: 3 clusters Score -1080822 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1080847.000000 Penalty: 898.562805
	Iteration 78Q: 3 clusters Score -1080847 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1080877.750000 Penalty: 898.562805
	Iteration 79Q: 3 clusters Score -1080878 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1080908.250000 Penalty: 898.562805
	Iteration 80F: 3 clusters Score -1080908 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1080933.250000 Penalty: 898.562805
	Iteration 81Q: 3 clusters Score -1080933 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1080961.375000 Penalty: 898.562805
	Iteration 82Q: 3 clusters Score -1080961 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1080981.750000 Penalty: 898.562805
	Iteration 83Q: 3 clusters Score -1080982 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1081017.750000 Penalty: 898.562805
	Iteration 84Q: 3 clusters Score -1081018 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1081040.125000 Penalty: 898.562805
	Iteration 85Q: 3 clusters Score -1081040 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1081069.500000 Penalty: 898.562805
	Iteration 86Q: 3 clusters Score -1081070 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1081096.500000 Penalty: 898.562805
	Iteration 87Q: 3 clusters Score -1081096 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1081121.750000 Penalty: 898.562805
	Iteration 88Q: 3 clusters Score -1081122 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1081148.375000 Penalty: 898.562805
	Iteration 89Q: 3 clusters Score -1081148 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1081172.750000 Penalty: 898.562805
	Iteration 90Q: 3 clusters Score -1081173 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1081187.625000 Penalty: 898.562805
	Iteration 91Q: 3 clusters Score -1081188 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1081215.875000 Penalty: 898.562805
	Iteration 92Q: 3 clusters Score -1081216 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1081241.375000 Penalty: 898.562805
	Iteration 93Q: 3 clusters Score -1081241 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1081259.375000 Penalty: 898.562805
	Iteration 94Q: 3 clusters Score -1081259 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1081284.125000 Penalty: 898.562805
	Iteration 95Q: 3 clusters Score -1081284 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1081302.250000 Penalty: 898.562805
	Iteration 96Q: 3 clusters Score -1081302 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1081319.875000 Penalty: 898.562805
	Iteration 97Q: 3 clusters Score -1081320 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -1081333.250000 Penalty: 898.562805
	Iteration 98Q: 3 clusters Score -1081333 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1081345.375000 Penalty: 898.562805
	Iteration 99Q: 3 clusters Score -1081345 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1081357.750000 Penalty: 898.562805
	Iteration 100F: 3 clusters Score -1081358 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1081374.500000 Penalty: 898.562805
	Iteration 101Q: 3 clusters Score -1081374 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1081390.500000 Penalty: 898.562805
	Iteration 102Q: 3 clusters Score -1081390 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -1081407.375000 Penalty: 898.562805
	Iteration 103Q: 3 clusters Score -1081407 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1081426.375000 Penalty: 898.562805
	Iteration 104Q: 3 clusters Score -1081426 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1081447.500000 Penalty: 898.562805
	Iteration 105Q: 3 clusters Score -1081448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1081471.000000 Penalty: 898.562805
	Iteration 106Q: 3 clusters Score -1081471 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1081493.375000 Penalty: 898.562805
	Iteration 107Q: 3 clusters Score -1081493 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1081515.750000 Penalty: 898.562805
	Iteration 108Q: 3 clusters Score -1081516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1081534.125000 Penalty: 898.562805
	Iteration 109Q: 3 clusters Score -1081534 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -1081552.875000 Penalty: 898.562805
	Iteration 110Q: 3 clusters Score -1081553 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1081563.500000 Penalty: 898.562805
	Iteration 111Q: 3 clusters Score -1081564 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -1081573.250000 Penalty: 898.562805
	Iteration 112Q: 3 clusters Score -1081573 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -1081587.375000 Penalty: 898.562805
	Iteration 113Q: 3 clusters Score -1081587 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -1081599.875000 Penalty: 898.562805
	Iteration 114Q: 3 clusters Score -1081600 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -1081609.125000 Penalty: 898.562805
	Iteration 115Q: 3 clusters Score -1081609 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -1081620.750000 Penalty: 898.562805
	Iteration 116Q: 3 clusters Score -1081621 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -1081626.375000 Penalty: 898.562805
	Iteration 117Q: 3 clusters Score -1081626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -1081635.250000 Penalty: 898.562805
	Iteration 118Q: 3 clusters Score -1081635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -1081647.250000 Penalty: 898.562805
	Iteration 119Q: 3 clusters Score -1081647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -1081654.125000 Penalty: 898.562805
	Iteration 120F: 3 clusters Score -1081654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -1081660.500000 Penalty: 898.562805
	Iteration 121Q: 3 clusters Score -1081660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1081664.250000 Penalty: 898.562805
	Iteration 122Q: 3 clusters Score -1081664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -1081667.250000 Penalty: 898.562805
	Iteration 123Q: 3 clusters Score -1081667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -1081673.125000 Penalty: 898.562805
	Iteration 124Q: 3 clusters Score -1081673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -1081674.625000 Penalty: 898.562805
	Iteration 125Q: 3 clusters Score -1081675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -1081675.125000 Penalty: 898.562805
	Iteration 126Q: 3 clusters Score -1081675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -1081679.250000 Penalty: 898.562805
	Iteration 127Q: 3 clusters Score -1081679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -1081680.625000 Penalty: 898.562805
	Iteration 128Q: 3 clusters Score -1081681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1081682.875000 Penalty: 898.562805
	Iteration 129Q: 3 clusters Score -1081683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -1081682.750000 Penalty: 898.562805
	Iteration 130Q: 3 clusters Score -1081683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -1081681.625000 Penalty: 898.562805
	Iteration 131Q: 3 clusters Score -1081682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -1081681.875000 Penalty: 898.562805
	Iteration 132Q: 3 clusters Score -1081682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -1081685.000000 Penalty: 898.562805
	Iteration 133Q: 3 clusters Score -1081685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -1081685.875000 Penalty: 898.562805
	Iteration 134Q: 3 clusters Score -1081686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1081688.625000 Penalty: 898.562805
	Iteration 135Q: 3 clusters Score -1081689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -1081689.250000 Penalty: 898.562805
	Iteration 136Q: 3 clusters Score -1081689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1081693.625000 Penalty: 898.562805
	Iteration 137Q: 3 clusters Score -1081694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -1081693.250000 Penalty: 898.562805
	Iteration 138Q: 3 clusters Score -1081693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1081695.375000 Penalty: 898.562805
	Iteration 139Q: 3 clusters Score -1081695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1081695.250000 Penalty: 898.562805
	Iteration 140F: 3 clusters Score -1081695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -1081696.875000 Penalty: 898.562805
	Iteration 141Q: 3 clusters Score -1081697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -1081697.125000 Penalty: 898.562805
	Iteration 142Q: 3 clusters Score -1081697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -1081697.500000 Penalty: 898.562805
	Iteration 143Q: 3 clusters Score -1081698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1081698.625000 Penalty: 898.562805
	Iteration 144Q: 3 clusters Score -1081699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -1081700.750000 Penalty: 898.562805
	Iteration 145Q: 3 clusters Score -1081701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -1081700.750000 Penalty: 898.562805
	Iteration 146Q: 3 clusters Score -1081701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -1081701.000000 Penalty: 898.562805
	Iteration 147Q: 3 clusters Score -1081701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -1081703.125000 Penalty: 898.562805
	Iteration 148Q: 3 clusters Score -1081703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1081704.375000 Penalty: 898.562805
	Iteration 149Q: 3 clusters Score -1081704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -1081703.750000 Penalty: 898.562805
	Iteration 150Q: 3 clusters Score -1081704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1081707.000000 Penalty: 898.562805
	Iteration 151Q: 3 clusters Score -1081707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -1081707.500000 Penalty: 898.562805
	Iteration 152Q: 3 clusters Score -1081708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -1081709.750000 Penalty: 898.562805
	Iteration 153Q: 3 clusters Score -1081710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -1081710.625000 Penalty: 898.562805
	Iteration 154Q: 3 clusters Score -1081711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -1081710.250000 Penalty: 898.562805
	Iteration 155Q: 3 clusters Score -1081710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1081712.250000 Penalty: 898.562805
	Iteration 156Q: 3 clusters Score -1081712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1081709.875000 Penalty: 898.562805
	Iteration 157Q: 3 clusters Score -1081710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -1081713.125000 Penalty: 898.562805
	Iteration 158Q: 3 clusters Score -1081713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -1081714.750000 Penalty: 898.562805
	Iteration 159Q: 3 clusters Score -1081715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -1081715.500000 Penalty: 898.562805
	Iteration 160F: 3 clusters Score -1081716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1081713.250000 Penalty: 898.562805
	Iteration 161Q: 3 clusters Score -1081713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -1081715.500000 Penalty: 898.562805
	Iteration 162Q: 3 clusters Score -1081716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -1081714.625000 Penalty: 898.562805
	Iteration 163Q: 3 clusters Score -1081715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -1081715.750000 Penalty: 898.562805
	Iteration 164Q: 3 clusters Score -1081716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1081717.625000 Penalty: 898.562805
	Iteration 165Q: 3 clusters Score -1081718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -1081719.750000 Penalty: 898.562805
	Iteration 166Q: 3 clusters Score -1081720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1081723.750000 Penalty: 898.562805
	Iteration 167Q: 3 clusters Score -1081724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -1081724.500000 Penalty: 898.562805
	Iteration 168Q: 3 clusters Score -1081724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -1081723.125000 Penalty: 898.562805
	Iteration 169Q: 3 clusters Score -1081723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -1081725.000000 Penalty: 898.562805
	Iteration 170Q: 3 clusters Score -1081725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -1081725.000000 Penalty: 898.562805
	Iteration 171Q: 3 clusters Score -1081725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -1081724.250000 Penalty: 898.562805
	Iteration 172Q: 3 clusters Score -1081724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1081724.375000 Penalty: 898.562805
	Iteration 173Q: 3 clusters Score -1081724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -1081724.875000 Penalty: 898.562805
	Iteration 174Q: 3 clusters Score -1081725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -1081724.250000 Penalty: 898.562805
	Iteration 175Q: 3 clusters Score -1081724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -1081724.875000 Penalty: 898.562805
	Iteration 176Q: 3 clusters Score -1081725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -1081725.000000 Penalty: 898.562805
	Iteration 177Q: 3 clusters Score -1081725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -1081725.500000 Penalty: 898.562805
	Iteration 178Q: 3 clusters Score -1081726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -1081725.875000 Penalty: 898.562805
	Iteration 179Q: 3 clusters Score -1081726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -1081725.875000 Penalty: 898.562805
	Iteration 180F: 3 clusters Score -1081726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -15234.957031 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -15234.96 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 184 members 
Entering Unmasked Estep 
Score: -14865.511719 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -14865.51 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15003.597656 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -15003.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15038.416016 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -15038.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15050.369141 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -15050.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15062.903320 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -15062.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15072.382812 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -15072.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15081.344727 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -15081.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15084.605469 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -15084.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15087.804688 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -15087.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15089.028320 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -15089.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15089.693359 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -15089.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15089.693359 Penalty: 532.550415
	Iteration 11F: 3 clusters Score -15089.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -12743.800781 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -12743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12391.035156 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -12391.04 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12475.638672 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -12475.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12496.392578 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -12496.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12504.296875 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -12504.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12513.676758 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -12513.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12521.987305 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -12521.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12525.162109 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -12525.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12529.898438 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -12529.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12534.195312 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -12534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12535.965820 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -12535.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12538.978516 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -12538.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12538.978516 Penalty: 506.371338
	Iteration 11F: 3 clusters Score -12538.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -203957.781250 Penalty: 377.753113
	Iteration 0F: 2 clusters Score -203957.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -201215.750000 Penalty: 755.506226
	Iteration 0F: 3 clusters Score -201215.8 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -202204.140625 Penalty: 755.506226
	Iteration 1F: 3 clusters Score -202204.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -202293.765625 Penalty: 755.506226
	Iteration 2F: 3 clusters Score -202293.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -202373.187500 Penalty: 755.506226
	Iteration 3Q: 3 clusters Score -202373.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -202454.812500 Penalty: 755.506226
	Iteration 4Q: 3 clusters Score -202454.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -202531.296875 Penalty: 755.506226
	Iteration 5Q: 3 clusters Score -202531.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -202599.312500 Penalty: 755.506226
	Iteration 6Q: 3 clusters Score -202599.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -202681.953125 Penalty: 755.506226
	Iteration 7Q: 3 clusters Score -202682 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -202749.656250 Penalty: 755.506226
	Iteration 8Q: 3 clusters Score -202749.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -202802.781250 Penalty: 755.506226
	Iteration 9Q: 3 clusters Score -202802.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -202850.453125 Penalty: 755.506226
	Iteration 10Q: 3 clusters Score -202850.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -202909.312500 Penalty: 755.506226
	Iteration 11Q: 3 clusters Score -202909.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -202976.828125 Penalty: 755.506226
	Iteration 12Q: 3 clusters Score -202976.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -203073.750000 Penalty: 755.506226
	Iteration 13Q: 3 clusters Score -203073.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -203224.171875 Penalty: 755.506226
	Iteration 14Q: 3 clusters Score -203224.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -203378.875000 Penalty: 755.506226
	Iteration 15Q: 3 clusters Score -203378.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -203488.562500 Penalty: 755.506226
	Iteration 16Q: 3 clusters Score -203488.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -203563.015625 Penalty: 755.506226
	Iteration 17Q: 3 clusters Score -203563 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -203605.343750 Penalty: 755.506226
	Iteration 18Q: 3 clusters Score -203605.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -203629.218750 Penalty: 755.506226
	Iteration 19Q: 3 clusters Score -203629.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -203644.515625 Penalty: 755.506226
	Iteration 20F: 3 clusters Score -203644.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -203656.750000 Penalty: 755.506226
	Iteration 21Q: 3 clusters Score -203656.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -203670.234375 Penalty: 755.506226
	Iteration 22Q: 3 clusters Score -203670.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -203689.609375 Penalty: 755.506226
	Iteration 23Q: 3 clusters Score -203689.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -203705.656250 Penalty: 755.506226
	Iteration 24Q: 3 clusters Score -203705.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -203724.546875 Penalty: 755.506226
	Iteration 25Q: 3 clusters Score -203724.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -203733.203125 Penalty: 755.506226
	Iteration 26Q: 3 clusters Score -203733.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -203738.953125 Penalty: 755.506226
	Iteration 27Q: 3 clusters Score -203739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -203743.562500 Penalty: 755.506226
	Iteration 28Q: 3 clusters Score -203743.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -203745.234375 Penalty: 755.506226
	Iteration 29Q: 3 clusters Score -203745.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -203747.000000 Penalty: 755.506226
	Iteration 30Q: 3 clusters Score -203747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -203747.625000 Penalty: 755.506226
	Iteration 31Q: 3 clusters Score -203747.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -203748.343750 Penalty: 755.506226
	Iteration 32Q: 3 clusters Score -203748.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -203748.500000 Penalty: 755.506226
	Iteration 33Q: 3 clusters Score -203748.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -203748.500000 Penalty: 755.506226
	Iteration 34F: 3 clusters Score -203748.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -18464.164062 Penalty: 269.675140
	Iteration 0F: 2 clusters Score -18464.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18038.369141 Penalty: 539.350281
	Iteration 0F: 3 clusters Score -18038.37 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18127.029297 Penalty: 539.350281
	Iteration 1F: 3 clusters Score -18127.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18144.720703 Penalty: 539.350281
	Iteration 2F: 3 clusters Score -18144.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18158.386719 Penalty: 539.350281
	Iteration 3Q: 3 clusters Score -18158.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18167.234375 Penalty: 539.350281
	Iteration 4Q: 3 clusters Score -18167.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18175.718750 Penalty: 539.350281
	Iteration 5Q: 3 clusters Score -18175.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18178.505859 Penalty: 539.350281
	Iteration 6Q: 3 clusters Score -18178.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18179.201172 Penalty: 539.350281
	Iteration 7Q: 3 clusters Score -18179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18180.373047 Penalty: 539.350281
	Iteration 8Q: 3 clusters Score -18180.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18181.125000 Penalty: 539.350281
	Iteration 9Q: 3 clusters Score -18181.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18181.644531 Penalty: 539.350281
	Iteration 10Q: 3 clusters Score -18181.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18181.644531 Penalty: 539.350281
	Iteration 11F: 3 clusters Score -18181.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -37975.265625 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -37975.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -37291.203125 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -37291.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -37518.875000 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -37518.88 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -37597.238281 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -37597.24 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -37654.277344 Penalty: 612.739563
	Iteration 3F: 3 clusters Score -37654.28 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -37701.425781 Penalty: 612.739563
	Iteration 4F: 3 clusters Score -37701.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37751.550781 Penalty: 612.739563
	Iteration 5F: 3 clusters Score -37751.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37796.703125 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -37796.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37815.570312 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -37815.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37830.960938 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -37830.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37846.917969 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -37846.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37864.304688 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -37864.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37877.597656 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -37877.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37893.011719 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -37893.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37905.941406 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -37905.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37909.640625 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -37909.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37915.730469 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -37915.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37921.210938 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -37921.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37924.226562 Penalty: 612.739563
	Iteration 17Q: 3 clusters Score -37924.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37925.121094 Penalty: 612.739563
	Iteration 18Q: 3 clusters Score -37925.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37925.269531 Penalty: 612.739563
	Iteration 19Q: 3 clusters Score -37925.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37925.269531 Penalty: 612.739563
	Iteration 20F: 3 clusters Score -37925.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -104360.015625 Penalty: 343.959961
	Iteration 0F: 2 clusters Score -104360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -102980.976562 Penalty: 687.919922
	Iteration 0F: 3 clusters Score -102981 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -103496.804688 Penalty: 687.919922
	Iteration 1F: 3 clusters Score -103496.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -103597.078125 Penalty: 687.919922
	Iteration 2F: 3 clusters Score -103597.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -103676.507812 Penalty: 687.919922
	Iteration 3F: 3 clusters Score -103676.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -103765.781250 Penalty: 687.919922
	Iteration 4F: 3 clusters Score -103765.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -103861.156250 Penalty: 687.919922
	Iteration 5F: 3 clusters Score -103861.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -103924.281250 Penalty: 687.919922
	Iteration 6Q: 3 clusters Score -103924.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -103968.625000 Penalty: 687.919922
	Iteration 7Q: 3 clusters Score -103968.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -103995.453125 Penalty: 687.919922
	Iteration 8Q: 3 clusters Score -103995.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -104013.671875 Penalty: 687.919922
	Iteration 9Q: 3 clusters Score -104013.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -104027.140625 Penalty: 687.919922
	Iteration 10Q: 3 clusters Score -104027.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -104038.875000 Penalty: 687.919922
	Iteration 11Q: 3 clusters Score -104038.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -104049.570312 Penalty: 687.919922
	Iteration 12Q: 3 clusters Score -104049.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -104057.085938 Penalty: 687.919922
	Iteration 13Q: 3 clusters Score -104057.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -104060.390625 Penalty: 687.919922
	Iteration 14Q: 3 clusters Score -104060.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -104065.703125 Penalty: 687.919922
	Iteration 15Q: 3 clusters Score -104065.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -104068.804688 Penalty: 687.919922
	Iteration 16Q: 3 clusters Score -104068.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -104070.679688 Penalty: 687.919922
	Iteration 17Q: 3 clusters Score -104070.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -104072.000000 Penalty: 687.919922
	Iteration 18Q: 3 clusters Score -104072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -104073.070312 Penalty: 687.919922
	Iteration 19Q: 3 clusters Score -104073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -104074.398438 Penalty: 687.919922
	Iteration 20F: 3 clusters Score -104074.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -104074.601562 Penalty: 687.919922
	Iteration 21Q: 3 clusters Score -104074.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -104074.601562 Penalty: 687.919922
	Iteration 22F: 3 clusters Score -104074.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -17787.890625 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -17787.89 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 195 members 
Entering Unmasked Estep 
Score: -17363.861328 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -17363.86 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17493.001953 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -17493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17533.839844 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -17533.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17553.285156 Penalty: 547.025330
	Iteration 3F: 3 clusters Score -17553.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17560.591797 Penalty: 547.025330
	Iteration 4Q: 3 clusters Score -17560.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17564.089844 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -17564.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17567.808594 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -17567.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17572.562500 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -17572.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17574.328125 Penalty: 547.025330
	Iteration 8Q: 3 clusters Score -17574.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17574.718750 Penalty: 547.025330
	Iteration 9Q: 3 clusters Score -17574.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17575.183594 Penalty: 547.025330
	Iteration 10Q: 3 clusters Score -17575.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17575.183594 Penalty: 547.025330
	Iteration 11F: 3 clusters Score -17575.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -5895.251953 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -5895.252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5673.284668 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -5673.285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5708.699707 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -5708.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5733.778809 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -5733.779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5741.677246 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -5741.677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5741.677246 Penalty: 439.376556
	Iteration 4F: 3 clusters Score -5741.677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -25028.212891 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -25028.21 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 248 members 
Entering Unmasked Estep 
Score: -24536.587891 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -24536.59 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24662.138672 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -24662.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24722.587891 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -24722.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24775.568359 Penalty: 565.892639
	Iteration 3F: 3 clusters Score -24775.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24825.501953 Penalty: 565.892639
	Iteration 4F: 3 clusters Score -24825.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24859.660156 Penalty: 565.892639
	Iteration 5Q: 3 clusters Score -24859.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24884.501953 Penalty: 565.892639
	Iteration 6Q: 3 clusters Score -24884.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24906.681641 Penalty: 565.892639
	Iteration 7Q: 3 clusters Score -24906.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24918.867188 Penalty: 565.892639
	Iteration 8Q: 3 clusters Score -24918.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24922.744141 Penalty: 565.892639
	Iteration 9Q: 3 clusters Score -24922.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24928.388672 Penalty: 565.892639
	Iteration 10Q: 3 clusters Score -24928.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24928.722656 Penalty: 565.892639
	Iteration 11Q: 3 clusters Score -24928.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24928.722656 Penalty: 565.892639
	Iteration 12F: 3 clusters Score -24928.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -23849.716797 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -23849.72 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 236 members 
Entering Unmasked Estep 
Score: -23426.445312 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -23426.45 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23638.373047 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -23638.37 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -23715.404297 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -23715.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -23759.195312 Penalty: 557.146851
	Iteration 3F: 3 clusters Score -23759.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23791.806641 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -23791.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23815.134766 Penalty: 557.146851
	Iteration 5Q: 3 clusters Score -23815.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -23817.681641 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -23817.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -23818.902344 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -23818.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -23822.712891 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -23822.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -23825.609375 Penalty: 557.146851
	Iteration 9Q: 3 clusters Score -23825.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23828.181641 Penalty: 557.146851
	Iteration 10Q: 3 clusters Score -23828.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23828.181641 Penalty: 557.146851
	Iteration 11F: 3 clusters Score -23828.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (55767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Entering Unmasked Estep 
Score: -3039428.750000 Penalty: 497.266663
	Iteration 0F: 2 clusters Score -3039429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -3001977.000000 Penalty: 994.533325
	Iteration 0F: 3 clusters Score -3001977 nChanged 27184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -3019823.000000 Penalty: 994.533325
	Iteration 1F: 3 clusters Score -3019823 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3021618.250000 Penalty: 994.533325
	Iteration 2F: 3 clusters Score -3021618 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3024231.750000 Penalty: 994.533325
	Iteration 3F: 3 clusters Score -3024232 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -3027510.500000 Penalty: 994.533325
	Iteration 4F: 3 clusters Score -3027510 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3030402.750000 Penalty: 994.533325
	Iteration 5F: 3 clusters Score -3030403 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3031822.250000 Penalty: 994.533325
	Iteration 6F: 3 clusters Score -3031822 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3032277.500000 Penalty: 994.533325
	Iteration 7Q: 3 clusters Score -3032278 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3032446.250000 Penalty: 994.533325
	Iteration 8Q: 3 clusters Score -3032446 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -3032551.000000 Penalty: 994.533325
	Iteration 9Q: 3 clusters Score -3032551 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -3032635.750000 Penalty: 994.533325
	Iteration 10Q: 3 clusters Score -3032636 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3032702.000000 Penalty: 994.533325
	Iteration 11Q: 3 clusters Score -3032702 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3032791.250000 Penalty: 994.533325
	Iteration 12Q: 3 clusters Score -3032791 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -3032882.250000 Penalty: 994.533325
	Iteration 13Q: 3 clusters Score -3032882 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3032984.250000 Penalty: 994.533325
	Iteration 14Q: 3 clusters Score -3032984 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3033073.500000 Penalty: 994.533325
	Iteration 15Q: 3 clusters Score -3033074 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3033189.000000 Penalty: 994.533325
	Iteration 16Q: 3 clusters Score -3033189 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3033313.500000 Penalty: 994.533325
	Iteration 17Q: 3 clusters Score -3033314 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3033429.250000 Penalty: 994.533325
	Iteration 18Q: 3 clusters Score -3033429 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3033588.250000 Penalty: 994.533325
	Iteration 19Q: 3 clusters Score -3033588 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3033728.250000 Penalty: 994.533325
	Iteration 20F: 3 clusters Score -3033728 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3033918.250000 Penalty: 994.533325
	Iteration 21Q: 3 clusters Score -3033918 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3034121.250000 Penalty: 994.533325
	Iteration 22Q: 3 clusters Score -3034121 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3034332.000000 Penalty: 994.533325
	Iteration 23Q: 3 clusters Score -3034332 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -3034552.250000 Penalty: 994.533325
	Iteration 24Q: 3 clusters Score -3034552 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3034763.250000 Penalty: 994.533325
	Iteration 25Q: 3 clusters Score -3034763 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3034999.250000 Penalty: 994.533325
	Iteration 26Q: 3 clusters Score -3034999 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3035275.250000 Penalty: 994.533325
	Iteration 27Q: 3 clusters Score -3035275 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3035580.500000 Penalty: 994.533325
	Iteration 28Q: 3 clusters Score -3035580 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3035895.000000 Penalty: 994.533325
	Iteration 29Q: 3 clusters Score -3035895 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3036266.250000 Penalty: 994.533325
	Iteration 30Q: 3 clusters Score -3036266 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3036647.250000 Penalty: 994.533325
	Iteration 31Q: 3 clusters Score -3036647 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3037037.750000 Penalty: 994.533325
	Iteration 32Q: 3 clusters Score -3037038 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3037451.500000 Penalty: 994.533325
	Iteration 33Q: 3 clusters Score -3037452 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3037849.500000 Penalty: 994.533325
	Iteration 34Q: 3 clusters Score -3037850 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53072 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3038175.500000 Penalty: 994.533325
	Iteration 35Q: 3 clusters Score -3038176 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3038411.000000 Penalty: 994.533325
	Iteration 36Q: 3 clusters Score -3038411 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3038620.250000 Penalty: 994.533325
	Iteration 37Q: 3 clusters Score -3038620 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3038784.750000 Penalty: 994.533325
	Iteration 38Q: 3 clusters Score -3038785 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3038900.750000 Penalty: 994.533325
	Iteration 39Q: 3 clusters Score -3038901 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3038990.000000 Penalty: 994.533325
	Iteration 40F: 3 clusters Score -3038990 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3039052.000000 Penalty: 994.533325
	Iteration 41Q: 3 clusters Score -3039052 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3039090.750000 Penalty: 994.533325
	Iteration 42Q: 3 clusters Score -3039091 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3039115.750000 Penalty: 994.533325
	Iteration 43Q: 3 clusters Score -3039116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3039138.500000 Penalty: 994.533325
	Iteration 44Q: 3 clusters Score -3039138 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3039142.750000 Penalty: 994.533325
	Iteration 45Q: 3 clusters Score -3039143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3039149.000000 Penalty: 994.533325
	Iteration 46Q: 3 clusters Score -3039149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3039155.000000 Penalty: 994.533325
	Iteration 47Q: 3 clusters Score -3039155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3039153.500000 Penalty: 994.533325
	Iteration 48Q: 3 clusters Score -3039154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3039153.250000 Penalty: 994.533325
	Iteration 49Q: 3 clusters Score -3039153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3039153.750000 Penalty: 994.533325
	Iteration 50Q: 3 clusters Score -3039154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3039158.000000 Penalty: 994.533325
	Iteration 51Q: 3 clusters Score -3039158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3039159.000000 Penalty: 994.533325
	Iteration 52Q: 3 clusters Score -3039159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3039158.000000 Penalty: 994.533325
	Iteration 53Q: 3 clusters Score -3039158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3039157.750000 Penalty: 994.533325
	Iteration 54Q: 3 clusters Score -3039158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3039159.500000 Penalty: 994.533325
	Iteration 55Q: 3 clusters Score -3039160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3039160.500000 Penalty: 994.533325
	Iteration 56Q: 3 clusters Score -3039160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3039163.000000 Penalty: 994.533325
	Iteration 57Q: 3 clusters Score -3039163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3039162.000000 Penalty: 994.533325
	Iteration 58Q: 3 clusters Score -3039162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3039161.250000 Penalty: 994.533325
	Iteration 59Q: 3 clusters Score -3039161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3039161.750000 Penalty: 994.533325
	Iteration 60F: 3 clusters Score -3039162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3039161.250000 Penalty: 994.533325
	Iteration 61Q: 3 clusters Score -3039161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3039160.500000 Penalty: 994.533325
	Iteration 62Q: 3 clusters Score -3039160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3039164.000000 Penalty: 994.533325
	Iteration 63Q: 3 clusters Score -3039164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3039163.000000 Penalty: 994.533325
	Iteration 64Q: 3 clusters Score -3039163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3039167.500000 Penalty: 994.533325
	Iteration 65Q: 3 clusters Score -3039168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3039169.500000 Penalty: 994.533325
	Iteration 66Q: 3 clusters Score -3039170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3039169.750000 Penalty: 994.533325
	Iteration 67Q: 3 clusters Score -3039170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3039172.750000 Penalty: 994.533325
	Iteration 68Q: 3 clusters Score -3039173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3039175.250000 Penalty: 994.533325
	Iteration 69Q: 3 clusters Score -3039175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3039176.500000 Penalty: 994.533325
	Iteration 70Q: 3 clusters Score -3039176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3039176.750000 Penalty: 994.533325
	Iteration 71Q: 3 clusters Score -3039177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3039178.000000 Penalty: 994.533325
	Iteration 72Q: 3 clusters Score -3039178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3039177.750000 Penalty: 994.533325
	Iteration 73Q: 3 clusters Score -3039178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3039177.750000 Penalty: 994.533325
	Iteration 74F: 3 clusters Score -3039178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -44432.554688 Penalty: 308.434692
	Iteration 0F: 2 clusters Score -44432.55 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 427 members 
Entering Unmasked Estep 
Score: -43706.007812 Penalty: 616.869385
	Iteration 0F: 3 clusters Score -43706.01 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -43939.425781 Penalty: 616.869385
	Iteration 1F: 3 clusters Score -43939.43 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -44047.789062 Penalty: 616.869385
	Iteration 2F: 3 clusters Score -44047.79 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44124.632812 Penalty: 616.869385
	Iteration 3F: 3 clusters Score -44124.63 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44177.617188 Penalty: 616.869385
	Iteration 4F: 3 clusters Score -44177.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44213.718750 Penalty: 616.869385
	Iteration 5Q: 3 clusters Score -44213.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44234.312500 Penalty: 616.869385
	Iteration 6Q: 3 clusters Score -44234.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44249.066406 Penalty: 616.869385
	Iteration 7Q: 3 clusters Score -44249.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44264.695312 Penalty: 616.869385
	Iteration 8Q: 3 clusters Score -44264.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44280.507812 Penalty: 616.869385
	Iteration 9Q: 3 clusters Score -44280.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44288.652344 Penalty: 616.869385
	Iteration 10Q: 3 clusters Score -44288.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44293.953125 Penalty: 616.869385
	Iteration 11Q: 3 clusters Score -44293.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44297.562500 Penalty: 616.869385
	Iteration 12Q: 3 clusters Score -44297.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44300.304688 Penalty: 616.869385
	Iteration 13Q: 3 clusters Score -44300.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44301.296875 Penalty: 616.869385
	Iteration 14Q: 3 clusters Score -44301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44301.605469 Penalty: 616.869385
	Iteration 15Q: 3 clusters Score -44301.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44302.464844 Penalty: 616.869385
	Iteration 16Q: 3 clusters Score -44302.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44302.464844 Penalty: 616.869385
	Iteration 17F: 3 clusters Score -44302.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -5429.292480 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -5429.292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5223.291992 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -5223.292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5299.482422 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -5299.482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5323.641602 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -5323.642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5330.638672 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -5330.639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5336.703613 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -5336.704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5336.703613 Penalty: 447.051605
	Iteration 5F: 3 clusters Score -5336.704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -14015.135742 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -14015.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13650.525391 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -13650.53 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13746.227539 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -13746.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13780.426758 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -13780.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13793.192383 Penalty: 524.060059
	Iteration 3Q: 3 clusters Score -13793.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13807.172852 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -13807.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13814.942383 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -13814.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13823.667969 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -13823.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13829.820312 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -13829.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13831.845703 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -13831.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13833.701172 Penalty: 524.060059
	Iteration 9Q: 3 clusters Score -13833.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13833.701172 Penalty: 524.060059
	Iteration 10F: 3 clusters Score -13833.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -6019.330078 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -6019.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5804.566895 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -5804.567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5850.118652 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -5850.119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5857.450684 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -5857.451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5862.926270 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -5862.926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5866.460938 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -5866.461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5869.605469 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -5869.605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5869.605469 Penalty: 440.101654
	Iteration 6F: 3 clusters Score -5869.605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -24024.496094 Penalty: 286.685760
	Iteration 0F: 2 clusters Score -24024.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23540.408203 Penalty: 573.371521
	Iteration 0F: 3 clusters Score -23540.41 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23700.378906 Penalty: 573.371521
	Iteration 1F: 3 clusters Score -23700.38 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23757.958984 Penalty: 573.371521
	Iteration 2F: 3 clusters Score -23757.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23781.058594 Penalty: 573.371521
	Iteration 3Q: 3 clusters Score -23781.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23799.134766 Penalty: 573.371521
	Iteration 4Q: 3 clusters Score -23799.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23812.191406 Penalty: 573.371521
	Iteration 5Q: 3 clusters Score -23812.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23818.431641 Penalty: 573.371521
	Iteration 6Q: 3 clusters Score -23818.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23820.490234 Penalty: 573.371521
	Iteration 7Q: 3 clusters Score -23820.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23823.203125 Penalty: 573.371521
	Iteration 8Q: 3 clusters Score -23823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23823.958984 Penalty: 573.371521
	Iteration 9Q: 3 clusters Score -23823.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23823.958984 Penalty: 573.371521
	Iteration 10F: 3 clusters Score -23823.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -57313.980469 Penalty: 319.863770
	Iteration 0F: 2 clusters Score -57313.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -56446.402344 Penalty: 639.727539
	Iteration 0F: 3 clusters Score -56446.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -56728.179688 Penalty: 639.727539
	Iteration 1F: 3 clusters Score -56728.18 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -56809.093750 Penalty: 639.727539
	Iteration 2F: 3 clusters Score -56809.09 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -56877.144531 Penalty: 639.727539
	Iteration 3F: 3 clusters Score -56877.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -56923.082031 Penalty: 639.727539
	Iteration 4F: 3 clusters Score -56923.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -56958.066406 Penalty: 639.727539
	Iteration 5Q: 3 clusters Score -56958.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -56981.449219 Penalty: 639.727539
	Iteration 6Q: 3 clusters Score -56981.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -56996.949219 Penalty: 639.727539
	Iteration 7Q: 3 clusters Score -56996.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -57007.996094 Penalty: 639.727539
	Iteration 8Q: 3 clusters Score -57008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -57014.476562 Penalty: 639.727539
	Iteration 9Q: 3 clusters Score -57014.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -57017.046875 Penalty: 639.727539
	Iteration 10Q: 3 clusters Score -57017.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -57019.191406 Penalty: 639.727539
	Iteration 11Q: 3 clusters Score -57019.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -57024.480469 Penalty: 639.727539
	Iteration 12Q: 3 clusters Score -57024.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -57031.488281 Penalty: 639.727539
	Iteration 13Q: 3 clusters Score -57031.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -57040.703125 Penalty: 639.727539
	Iteration 14Q: 3 clusters Score -57040.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -57045.812500 Penalty: 639.727539
	Iteration 15Q: 3 clusters Score -57045.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -57051.492188 Penalty: 639.727539
	Iteration 16Q: 3 clusters Score -57051.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -57056.496094 Penalty: 639.727539
	Iteration 17Q: 3 clusters Score -57056.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -57058.253906 Penalty: 639.727539
	Iteration 18Q: 3 clusters Score -57058.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -57058.433594 Penalty: 639.727539
	Iteration 19Q: 3 clusters Score -57058.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -57058.433594 Penalty: 639.727539
	Iteration 20F: 3 clusters Score -57058.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (74 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Entering Unmasked Estep 
Score: -2291.147461 Penalty: 195.834961
	Iteration 0F: 2 clusters Score -2291.147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2116.259277 Penalty: 391.669922
	Iteration 0F: 3 clusters Score -2116.259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2148.814453 Penalty: 391.669922
	Iteration 1F: 3 clusters Score -2148.814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2173.132568 Penalty: 391.669922
	Iteration 2F: 3 clusters Score -2173.133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2188.715576 Penalty: 391.669922
	Iteration 3F: 3 clusters Score -2188.716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2199.437744 Penalty: 391.669922
	Iteration 4Q: 3 clusters Score -2199.438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2213.615723 Penalty: 391.669922
	Iteration 5Q: 3 clusters Score -2213.616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2237.051514 Penalty: 391.669922
	Iteration 6Q: 3 clusters Score -2237.052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2237.051514 Penalty: 391.669922
	Iteration 7F: 3 clusters Score -2237.052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (305136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305136 members 
Entering Unmasked Estep 
Score: -16150700.000000 Penalty: 574.597351
	Iteration 0F: 2 clusters Score -1.61507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152278 members 
Mstep: Class 2 contains 152858 members 
Entering Unmasked Estep 
Score: -15961854.000000 Penalty: 1149.194702
	Iteration 0F: 3 clusters Score -1.596185e+07 nChanged 150788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129330 members 
Mstep: Class 2 contains 175806 members 
Entering Unmasked Estep 
Score: -16060866.000000 Penalty: 1149.194702
	Iteration 1F: 3 clusters Score -1.606087e+07 nChanged 15803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117481 members 
Mstep: Class 2 contains 187655 members 
Entering Unmasked Estep 
Score: -16068626.000000 Penalty: 1149.194702
	Iteration 2F: 3 clusters Score -1.606863e+07 nChanged 19427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101616 members 
Mstep: Class 2 contains 203520 members 
Entering Unmasked Estep 
Score: -16082466.000000 Penalty: 1149.194702
	Iteration 3F: 3 clusters Score -1.608247e+07 nChanged 21253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 221409 members 
Entering Unmasked Estep 
Score: -16101605.000000 Penalty: 1149.194702
	Iteration 4F: 3 clusters Score -1.61016e+07 nChanged 19157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 236506 members 
Entering Unmasked Estep 
Score: -16119429.000000 Penalty: 1149.194702
	Iteration 5F: 3 clusters Score -1.611943e+07 nChanged 14496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 246634 members 
Entering Unmasked Estep 
Score: -16129807.000000 Penalty: 1149.194702
	Iteration 6Q: 3 clusters Score -1.612981e+07 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 254092 members 
Entering Unmasked Estep 
Score: -16134562.000000 Penalty: 1149.194702
	Iteration 7Q: 3 clusters Score -1.613456e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 260741 members 
Entering Unmasked Estep 
Score: -16137619.000000 Penalty: 1149.194702
	Iteration 8Q: 3 clusters Score -1.613762e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 267085 members 
Entering Unmasked Estep 
Score: -16141133.000000 Penalty: 1149.194702
	Iteration 9Q: 3 clusters Score -1.614113e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 273055 members 
Entering Unmasked Estep 
Score: -16144972.000000 Penalty: 1149.194702
	Iteration 10Q: 3 clusters Score -1.614497e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 278807 members 
Entering Unmasked Estep 
Score: -16147415.000000 Penalty: 1149.194702
	Iteration 11Q: 3 clusters Score -1.614742e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 284286 members 
Entering Unmasked Estep 
Score: -16148973.000000 Penalty: 1149.194702
	Iteration 12Q: 3 clusters Score -1.614897e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 289307 members 
Entering Unmasked Estep 
Score: -16149877.000000 Penalty: 1149.194702
	Iteration 13Q: 3 clusters Score -1.614988e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 293704 members 
Entering Unmasked Estep 
Score: -16150397.000000 Penalty: 1149.194702
	Iteration 14Q: 3 clusters Score -1.61504e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 297310 members 
Entering Unmasked Estep 
Score: -16150752.000000 Penalty: 1149.194702
	Iteration 15Q: 3 clusters Score -1.615075e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 300010 members 
Entering Unmasked Estep 
Score: -16150708.000000 Penalty: 1149.194702
	Iteration 16Q: 3 clusters Score -1.615071e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 301892 members 
Entering Unmasked Estep 
Score: -16150646.000000 Penalty: 1149.194702
	Iteration 17Q: 3 clusters Score -1.615065e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 303135 members 
Entering Unmasked Estep 
Score: -16150507.000000 Penalty: 1149.194702
	Iteration 18Q: 3 clusters Score -1.615051e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 303866 members 
Entering Unmasked Estep 
Score: -16150411.000000 Penalty: 1149.194702
	Iteration 19Q: 3 clusters Score -1.615041e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 304286 members 
Entering Unmasked Estep 
Score: -16150389.000000 Penalty: 1149.194702
	Iteration 20F: 3 clusters Score -1.615039e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 304557 members 
Entering Unmasked Estep 
Score: -16150363.000000 Penalty: 1149.194702
	Iteration 21Q: 3 clusters Score -1.615036e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 304699 members 
Entering Unmasked Estep 
Score: -16150379.000000 Penalty: 1149.194702
	Iteration 22Q: 3 clusters Score -1.615038e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 304775 members 
Entering Unmasked Estep 
Score: -16150381.000000 Penalty: 1149.194702
	Iteration 23Q: 3 clusters Score -1.615038e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 304810 members 
Entering Unmasked Estep 
Score: -16150365.000000 Penalty: 1149.194702
	Iteration 24Q: 3 clusters Score -1.615036e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 304834 members 
Entering Unmasked Estep 
Score: -16150358.000000 Penalty: 1149.194702
	Iteration 25Q: 3 clusters Score -1.615036e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 304853 members 
Entering Unmasked Estep 
Score: -16150363.000000 Penalty: 1149.194702
	Iteration 26Q: 3 clusters Score -1.615036e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 304871 members 
Entering Unmasked Estep 
Score: -16150376.000000 Penalty: 1149.194702
	Iteration 27Q: 3 clusters Score -1.615038e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 304889 members 
Entering Unmasked Estep 
Score: -16150384.000000 Penalty: 1149.194702
	Iteration 28Q: 3 clusters Score -1.615038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 304897 members 
Entering Unmasked Estep 
Score: -16150380.000000 Penalty: 1149.194702
	Iteration 29Q: 3 clusters Score -1.615038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 304903 members 
Entering Unmasked Estep 
Score: -16150355.000000 Penalty: 1149.194702
	Iteration 30Q: 3 clusters Score -1.615036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 304908 members 
Entering Unmasked Estep 
Score: -16150350.000000 Penalty: 1149.194702
	Iteration 31Q: 3 clusters Score -1.615035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 304908 members 
Entering Unmasked Estep 
Score: -16150350.000000 Penalty: 1149.194702
	Iteration 32Q: 3 clusters Score -1.615035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 304907 members 
Entering Unmasked Estep 
Score: -16150342.000000 Penalty: 1149.194702
	Iteration 33Q: 3 clusters Score -1.615034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 304909 members 
Entering Unmasked Estep 
Score: -16150344.000000 Penalty: 1149.194702
	Iteration 34Q: 3 clusters Score -1.615034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 304917 members 
Entering Unmasked Estep 
Score: -16150343.000000 Penalty: 1149.194702
	Iteration 35Q: 3 clusters Score -1.615034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 304922 members 
Entering Unmasked Estep 
Score: -16150335.000000 Penalty: 1149.194702
	Iteration 36Q: 3 clusters Score -1.615034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 304927 members 
Entering Unmasked Estep 
Score: -16150345.000000 Penalty: 1149.194702
	Iteration 37Q: 3 clusters Score -1.615034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 304932 members 
Entering Unmasked Estep 
Score: -16150351.000000 Penalty: 1149.194702
	Iteration 38Q: 3 clusters Score -1.615035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 304935 members 
Entering Unmasked Estep 
Score: -16150354.000000 Penalty: 1149.194702
	Iteration 39Q: 3 clusters Score -1.615035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 304936 members 
Entering Unmasked Estep 
Score: -16150355.000000 Penalty: 1149.194702
	Iteration 40F: 3 clusters Score -1.615036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 304936 members 
Entering Unmasked Estep 
Score: -16150356.000000 Penalty: 1149.194702
	Iteration 41Q: 3 clusters Score -1.615036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 304936 members 
Entering Unmasked Estep 
Score: -16150358.000000 Penalty: 1149.194702
	Iteration 42Q: 3 clusters Score -1.615036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 304937 members 
Entering Unmasked Estep 
Score: -16150359.000000 Penalty: 1149.194702
	Iteration 43Q: 3 clusters Score -1.615036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 304937 members 
Entering Unmasked Estep 
Score: -16150359.000000 Penalty: 1149.194702
	Iteration 44F: 3 clusters Score -1.615036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -8662.828125 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -8662.828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8383.479492 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -8383.479 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8457.541016 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -8457.541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8471.670898 Penalty: 479.375092
	Iteration 2Q: 3 clusters Score -8471.671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8475.773438 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -8475.773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8475.773438 Penalty: 479.375092
	Iteration 4F: 3 clusters Score -8475.773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -84804.179688 Penalty: 340.359497
	Iteration 0F: 2 clusters Score -84804.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -83450.585938 Penalty: 680.718994
	Iteration 0F: 3 clusters Score -83450.59 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -83891.789062 Penalty: 680.718994
	Iteration 1F: 3 clusters Score -83891.79 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -84099.171875 Penalty: 680.718994
	Iteration 2F: 3 clusters Score -84099.17 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -84362.765625 Penalty: 680.718994
	Iteration 3F: 3 clusters Score -84362.77 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -84549.992188 Penalty: 680.718994
	Iteration 4F: 3 clusters Score -84549.99 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -84649.859375 Penalty: 680.718994
	Iteration 5F: 3 clusters Score -84649.86 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -84686.078125 Penalty: 680.718994
	Iteration 6Q: 3 clusters Score -84686.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -84706.046875 Penalty: 680.718994
	Iteration 7Q: 3 clusters Score -84706.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -84719.648438 Penalty: 680.718994
	Iteration 8Q: 3 clusters Score -84719.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -84726.820312 Penalty: 680.718994
	Iteration 9Q: 3 clusters Score -84726.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -84734.117188 Penalty: 680.718994
	Iteration 10Q: 3 clusters Score -84734.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -84737.539062 Penalty: 680.718994
	Iteration 11Q: 3 clusters Score -84737.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -84738.960938 Penalty: 680.718994
	Iteration 12Q: 3 clusters Score -84738.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -84741.617188 Penalty: 680.718994
	Iteration 13Q: 3 clusters Score -84741.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -84742.960938 Penalty: 680.718994
	Iteration 14Q: 3 clusters Score -84742.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -84744.265625 Penalty: 680.718994
	Iteration 15Q: 3 clusters Score -84744.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -84745.257812 Penalty: 680.718994
	Iteration 16Q: 3 clusters Score -84745.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -84745.375000 Penalty: 680.718994
	Iteration 17Q: 3 clusters Score -84745.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -84745.703125 Penalty: 680.718994
	Iteration 18Q: 3 clusters Score -84745.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -84748.484375 Penalty: 680.718994
	Iteration 19Q: 3 clusters Score -84748.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -84749.718750 Penalty: 680.718994
	Iteration 20F: 3 clusters Score -84749.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -84750.109375 Penalty: 680.718994
	Iteration 21Q: 3 clusters Score -84750.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -84750.179688 Penalty: 680.718994
	Iteration 22Q: 3 clusters Score -84750.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -84750.750000 Penalty: 680.718994
	Iteration 23Q: 3 clusters Score -84750.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -84750.890625 Penalty: 680.718994
	Iteration 24Q: 3 clusters Score -84750.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -84750.890625 Penalty: 680.718994
	Iteration 25F: 3 clusters Score -84750.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -8094.387207 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -8094.387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7817.048340 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -7817.048 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7899.996582 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -7899.997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7953.619141 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -7953.619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7969.034668 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -7969.035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7990.470703 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -7990.471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7998.636719 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -7998.637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8002.812012 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -8002.812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8008.885742 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -8008.886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8014.521484 Penalty: 480.308441
	Iteration 8Q: 3 clusters Score -8014.521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8016.425781 Penalty: 480.308441
	Iteration 9Q: 3 clusters Score -8016.426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8028.019531 Penalty: 480.308441
	Iteration 10Q: 3 clusters Score -8028.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8045.868164 Penalty: 480.308441
	Iteration 11Q: 3 clusters Score -8045.868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8057.940918 Penalty: 480.308441
	Iteration 12Q: 3 clusters Score -8057.941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8066.646484 Penalty: 480.308441
	Iteration 13Q: 3 clusters Score -8066.646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8069.958496 Penalty: 480.308441
	Iteration 14Q: 3 clusters Score -8069.958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8071.587402 Penalty: 480.308441
	Iteration 15Q: 3 clusters Score -8071.587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8071.587402 Penalty: 480.308441
	Iteration 16F: 3 clusters Score -8071.587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1157 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 58005 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 15890 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46055 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19425 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55767 members 
Mstep: Class 26 contains 879 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305136 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466984.000000 Penalty: 21605.181641
Iteration 439Q: 37 clusters Score -2.746698e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1157 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 58051 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 15894 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46055 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19423 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55724 members 
Mstep: Class 26 contains 879 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305131 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466954.000000 Penalty: 21605.181641
Iteration 440F: 37 clusters Score -2.746695e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1158 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 58101 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 15898 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46048 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19425 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55687 members 
Mstep: Class 26 contains 878 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305122 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466994.000000 Penalty: 21605.181641
Iteration 441Q: 37 clusters Score -2.746699e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1158 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 58144 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 15908 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46043 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19421 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55649 members 
Mstep: Class 26 contains 878 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305119 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467034.000000 Penalty: 21605.181641
Iteration 442Q: 37 clusters Score -2.746703e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1158 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 58173 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 15908 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46041 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 19421 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55612 members 
Mstep: Class 26 contains 878 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305135 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466992.000000 Penalty: 21605.181641
Iteration 443Q: 37 clusters Score -2.746699e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1158 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 58206 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 15906 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46037 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19423 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55575 members 
Mstep: Class 26 contains 878 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305148 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466926.000000 Penalty: 21605.181641
Iteration 444Q: 37 clusters Score -2.746693e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1159 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 58233 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 15907 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46038 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19423 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55546 members 
Mstep: Class 26 contains 879 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305149 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466956.000000 Penalty: 21605.181641
Iteration 445Q: 37 clusters Score -2.746696e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1159 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 58260 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 15900 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46041 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19424 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55508 members 
Mstep: Class 26 contains 879 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305167 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466938.000000 Penalty: 21605.181641
Iteration 446Q: 37 clusters Score -2.746694e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1159 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 58288 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 15900 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46046 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19426 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55472 members 
Mstep: Class 26 contains 878 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305176 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466926.000000 Penalty: 21605.181641
Iteration 447Q: 37 clusters Score -2.746693e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1159 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 58321 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 15896 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46049 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19433 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55427 members 
Mstep: Class 26 contains 878 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305191 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466886.000000 Penalty: 21605.181641
Iteration 448Q: 37 clusters Score -2.746689e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 4 contains 58346 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 15896 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46044 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19436 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55374 members 
Mstep: Class 26 contains 878 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305227 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466774.000000 Penalty: 21605.181641
Iteration 449Q: 37 clusters Score -2.746677e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 4 contains 58380 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 15893 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46042 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19439 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55325 members 
Mstep: Class 26 contains 877 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305246 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1776 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466782.000000 Penalty: 21605.181641
Iteration 450Q: 37 clusters Score -2.746678e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 58419 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 15893 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46038 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19441 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55279 members 
Mstep: Class 26 contains 875 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305259 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466810.000000 Penalty: 21605.181641
Iteration 451Q: 37 clusters Score -2.746681e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 58456 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 15891 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46040 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19439 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55235 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305280 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1776 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466788.000000 Penalty: 21605.181641
Iteration 452Q: 37 clusters Score -2.746679e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 58487 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15890 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46032 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19436 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55195 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305304 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1776 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466752.000000 Penalty: 21605.181641
Iteration 453Q: 37 clusters Score -2.746675e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 58515 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15897 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46023 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19435 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55139 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305339 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466750.000000 Penalty: 21605.181641
Iteration 454Q: 37 clusters Score -2.746675e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 58557 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15905 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46014 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19439 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55093 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305346 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466742.000000 Penalty: 21605.181641
Iteration 455Q: 37 clusters Score -2.746674e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 58586 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15907 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 46009 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19443 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 55050 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305363 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466728.000000 Penalty: 21605.181641
Iteration 456Q: 37 clusters Score -2.746673e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 58617 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15898 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45998 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19450 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1924 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54994 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305407 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466702.000000 Penalty: 21605.181641
Iteration 457Q: 37 clusters Score -2.74667e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 58647 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15889 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45983 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19456 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54960 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305426 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466674.000000 Penalty: 21605.181641
Iteration 458Q: 37 clusters Score -2.746667e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 58678 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15883 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45967 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19461 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1928 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54933 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305432 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466688.000000 Penalty: 21605.181641
Iteration 459Q: 37 clusters Score -2.746669e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 58714 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15877 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45955 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19463 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1929 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54908 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305437 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466710.000000 Penalty: 21605.181641
Iteration 460F: 37 clusters Score -2.746671e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 58743 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15877 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45942 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19464 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54881 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305440 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466670.000000 Penalty: 21605.181641
Iteration 461Q: 37 clusters Score -2.746667e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 668 members 
Mstep: Class 4 contains 58763 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 15873 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45936 members 
Mstep: Class 12 contains 2566 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19470 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1935 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54855 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305446 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466676.000000 Penalty: 21605.181641
Iteration 462Q: 37 clusters Score -2.746668e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 58784 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15869 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45933 members 
Mstep: Class 12 contains 2560 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19472 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1937 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54830 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305453 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466684.000000 Penalty: 21605.181641
Iteration 463Q: 37 clusters Score -2.746668e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1168 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 58797 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 15868 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45928 members 
Mstep: Class 12 contains 2559 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19476 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1939 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54805 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305465 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466648.000000 Penalty: 21605.181641
Iteration 464Q: 37 clusters Score -2.746665e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 58809 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 15866 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45923 members 
Mstep: Class 12 contains 2559 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19477 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1942 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54782 members 
Mstep: Class 26 contains 874 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305479 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466656.000000 Penalty: 21605.181641
Iteration 465Q: 37 clusters Score -2.746666e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1170 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 58818 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 15867 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45915 members 
Mstep: Class 12 contains 2562 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1942 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54759 members 
Mstep: Class 26 contains 875 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305493 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466664.000000 Penalty: 21605.181641
Iteration 466Q: 37 clusters Score -2.746666e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1170 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 58826 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 15862 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45912 members 
Mstep: Class 12 contains 2559 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19485 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1942 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54744 members 
Mstep: Class 26 contains 875 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305509 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466640.000000 Penalty: 21605.181641
Iteration 467Q: 37 clusters Score -2.746664e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1170 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 58834 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 15857 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45909 members 
Mstep: Class 12 contains 2559 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19490 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54724 members 
Mstep: Class 26 contains 875 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305527 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466656.000000 Penalty: 21605.181641
Iteration 468Q: 37 clusters Score -2.746666e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1170 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 58849 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 15842 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45907 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19490 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54711 members 
Mstep: Class 26 contains 875 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305545 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466678.000000 Penalty: 21605.181641
Iteration 469Q: 37 clusters Score -2.746668e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1170 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 58862 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 15823 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45903 members 
Mstep: Class 12 contains 2556 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19491 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 372 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54701 members 
Mstep: Class 26 contains 875 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305564 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466610.000000 Penalty: 21605.181641
Iteration 470Q: 37 clusters Score -2.746661e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1171 members 
Mstep: Class 3 contains 674 members 
Mstep: Class 4 contains 58879 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 15808 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45897 members 
Mstep: Class 12 contains 2554 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19492 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 372 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54692 members 
Mstep: Class 26 contains 875 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305575 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466638.000000 Penalty: 21605.181641
Iteration 471Q: 37 clusters Score -2.746664e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1172 members 
Mstep: Class 3 contains 674 members 
Mstep: Class 4 contains 58893 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 15797 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45894 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19492 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 372 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54677 members 
Mstep: Class 26 contains 875 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305587 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466614.000000 Penalty: 21605.181641
Iteration 472Q: 37 clusters Score -2.746661e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 58916 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 15782 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45892 members 
Mstep: Class 12 contains 2557 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19494 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 372 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54656 members 
Mstep: Class 26 contains 875 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305591 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466616.000000 Penalty: 21605.181641
Iteration 473Q: 37 clusters Score -2.746662e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 674 members 
Mstep: Class 4 contains 58942 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 15765 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45881 members 
Mstep: Class 12 contains 2558 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19495 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54628 members 
Mstep: Class 26 contains 876 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305613 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466600.000000 Penalty: 21605.181641
Iteration 474Q: 37 clusters Score -2.74666e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 58972 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 15740 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45867 members 
Mstep: Class 12 contains 2556 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19498 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 375 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54590 members 
Mstep: Class 26 contains 877 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305657 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466486.000000 Penalty: 21605.181641
Iteration 475Q: 37 clusters Score -2.746649e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 59005 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 15721 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45849 members 
Mstep: Class 12 contains 2558 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54562 members 
Mstep: Class 26 contains 877 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305679 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466484.000000 Penalty: 21605.181641
Iteration 476Q: 37 clusters Score -2.746648e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 59037 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 15713 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45837 members 
Mstep: Class 12 contains 2556 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19508 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 382 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54523 members 
Mstep: Class 26 contains 877 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305697 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466436.000000 Penalty: 21605.181641
Iteration 477Q: 37 clusters Score -2.746644e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 59062 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 15701 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45826 members 
Mstep: Class 12 contains 2547 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 389 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54492 members 
Mstep: Class 26 contains 877 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1129 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305720 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466402.000000 Penalty: 21605.181641
Iteration 478Q: 37 clusters Score -2.74664e+07 nChanged 177
Entering ConstructFrom: 
Score: -27466402.000000 Penalty: 21605.181641
Entering ConstructFrom: 
Trying to split cluster 1 (8539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Entering Unmasked Estep 
Score: -425992.968750 Penalty: 411.884186
	Iteration 0F: 2 clusters Score -425993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -420308.531250 Penalty: 823.768372
	Iteration 0F: 3 clusters Score -420308.5 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -422668.000000 Penalty: 823.768372
	Iteration 1F: 3 clusters Score -422668 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -422938.593750 Penalty: 823.768372
	Iteration 2F: 3 clusters Score -422938.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -423356.906250 Penalty: 823.768372
	Iteration 3F: 3 clusters Score -423356.9 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -423965.062500 Penalty: 823.768372
	Iteration 4F: 3 clusters Score -423965.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -424681.343750 Penalty: 823.768372
	Iteration 5F: 3 clusters Score -424681.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -425207.937500 Penalty: 823.768372
	Iteration 6F: 3 clusters Score -425207.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -425478.437500 Penalty: 823.768372
	Iteration 7Q: 3 clusters Score -425478.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -425622.156250 Penalty: 823.768372
	Iteration 8Q: 3 clusters Score -425622.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -425709.562500 Penalty: 823.768372
	Iteration 9Q: 3 clusters Score -425709.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -425750.906250 Penalty: 823.768372
	Iteration 10Q: 3 clusters Score -425750.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -425769.218750 Penalty: 823.768372
	Iteration 11Q: 3 clusters Score -425769.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -425778.906250 Penalty: 823.768372
	Iteration 12Q: 3 clusters Score -425778.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -425782.343750 Penalty: 823.768372
	Iteration 13Q: 3 clusters Score -425782.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -425783.406250 Penalty: 823.768372
	Iteration 14Q: 3 clusters Score -425783.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -425785.375000 Penalty: 823.768372
	Iteration 15Q: 3 clusters Score -425785.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -425784.968750 Penalty: 823.768372
	Iteration 16Q: 3 clusters Score -425785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -425786.343750 Penalty: 823.768372
	Iteration 17Q: 3 clusters Score -425786.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -425787.062500 Penalty: 823.768372
	Iteration 18Q: 3 clusters Score -425787.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -425787.750000 Penalty: 823.768372
	Iteration 19Q: 3 clusters Score -425787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -425787.750000 Penalty: 823.768372
	Iteration 20F: 3 clusters Score -425787.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -64035.812500 Penalty: 321.563049
	Iteration 0F: 2 clusters Score -64035.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -63145.214844 Penalty: 643.126099
	Iteration 0F: 3 clusters Score -63145.21 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -63442.843750 Penalty: 643.126099
	Iteration 1F: 3 clusters Score -63442.84 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -63491.058594 Penalty: 643.126099
	Iteration 2F: 3 clusters Score -63491.06 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -63515.144531 Penalty: 643.126099
	Iteration 3Q: 3 clusters Score -63515.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -63533.941406 Penalty: 643.126099
	Iteration 4Q: 3 clusters Score -63533.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -63549.480469 Penalty: 643.126099
	Iteration 5Q: 3 clusters Score -63549.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -63564.246094 Penalty: 643.126099
	Iteration 6Q: 3 clusters Score -63564.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -63579.734375 Penalty: 643.126099
	Iteration 7Q: 3 clusters Score -63579.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -63588.472656 Penalty: 643.126099
	Iteration 8Q: 3 clusters Score -63588.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -63596.765625 Penalty: 643.126099
	Iteration 9Q: 3 clusters Score -63596.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -63603.386719 Penalty: 643.126099
	Iteration 10Q: 3 clusters Score -63603.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -63605.621094 Penalty: 643.126099
	Iteration 11Q: 3 clusters Score -63605.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -63608.453125 Penalty: 643.126099
	Iteration 12Q: 3 clusters Score -63608.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -63612.113281 Penalty: 643.126099
	Iteration 13Q: 3 clusters Score -63612.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -63616.265625 Penalty: 643.126099
	Iteration 14Q: 3 clusters Score -63616.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -63618.960938 Penalty: 643.126099
	Iteration 15Q: 3 clusters Score -63618.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -63621.609375 Penalty: 643.126099
	Iteration 16Q: 3 clusters Score -63621.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -63624.839844 Penalty: 643.126099
	Iteration 17Q: 3 clusters Score -63624.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -63626.988281 Penalty: 643.126099
	Iteration 18Q: 3 clusters Score -63626.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -63628.898438 Penalty: 643.126099
	Iteration 19Q: 3 clusters Score -63628.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -63630.035156 Penalty: 643.126099
	Iteration 20F: 3 clusters Score -63630.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -63630.296875 Penalty: 643.126099
	Iteration 21Q: 3 clusters Score -63630.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -63630.296875 Penalty: 643.126099
	Iteration 22F: 3 clusters Score -63630.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -35320.957031 Penalty: 296.148987
	Iteration 0F: 2 clusters Score -35320.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -34701.804688 Penalty: 592.297974
	Iteration 0F: 3 clusters Score -34701.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -34814.835938 Penalty: 592.297974
	Iteration 1F: 3 clusters Score -34814.84 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34853.226562 Penalty: 592.297974
	Iteration 2F: 3 clusters Score -34853.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34886.074219 Penalty: 592.297974
	Iteration 3F: 3 clusters Score -34886.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34905.492188 Penalty: 592.297974
	Iteration 4Q: 3 clusters Score -34905.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -34921.105469 Penalty: 592.297974
	Iteration 5Q: 3 clusters Score -34921.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34934.863281 Penalty: 592.297974
	Iteration 6Q: 3 clusters Score -34934.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34948.285156 Penalty: 592.297974
	Iteration 7Q: 3 clusters Score -34948.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34957.910156 Penalty: 592.297974
	Iteration 8Q: 3 clusters Score -34957.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34966.902344 Penalty: 592.297974
	Iteration 9Q: 3 clusters Score -34966.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34975.988281 Penalty: 592.297974
	Iteration 10Q: 3 clusters Score -34975.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34980.425781 Penalty: 592.297974
	Iteration 11Q: 3 clusters Score -34980.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34983.386719 Penalty: 592.297974
	Iteration 12Q: 3 clusters Score -34983.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34986.929688 Penalty: 592.297974
	Iteration 13Q: 3 clusters Score -34986.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34991.359375 Penalty: 592.297974
	Iteration 14Q: 3 clusters Score -34991.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34993.539062 Penalty: 592.297974
	Iteration 15Q: 3 clusters Score -34993.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34996.773438 Penalty: 592.297974
	Iteration 16Q: 3 clusters Score -34996.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35000.730469 Penalty: 592.297974
	Iteration 17Q: 3 clusters Score -35000.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35006.742188 Penalty: 592.297974
	Iteration 18Q: 3 clusters Score -35006.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35016.894531 Penalty: 592.297974
	Iteration 19Q: 3 clusters Score -35016.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35022.062500 Penalty: 592.297974
	Iteration 20F: 3 clusters Score -35022.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35032.339844 Penalty: 592.297974
	Iteration 21Q: 3 clusters Score -35032.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35041.699219 Penalty: 592.297974
	Iteration 22Q: 3 clusters Score -35041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35045.164062 Penalty: 592.297974
	Iteration 23Q: 3 clusters Score -35045.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -35050.597656 Penalty: 592.297974
	Iteration 24Q: 3 clusters Score -35050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -35054.562500 Penalty: 592.297974
	Iteration 25Q: 3 clusters Score -35054.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -35058.746094 Penalty: 592.297974
	Iteration 26Q: 3 clusters Score -35058.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -35064.707031 Penalty: 592.297974
	Iteration 27Q: 3 clusters Score -35064.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -35067.253906 Penalty: 592.297974
	Iteration 28Q: 3 clusters Score -35067.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -35067.632812 Penalty: 592.297974
	Iteration 29Q: 3 clusters Score -35067.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -35067.632812 Penalty: 592.297974
	Iteration 30F: 3 clusters Score -35067.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (59091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Entering Unmasked Estep 
Score: -3247045.750000 Penalty: 499.900940
	Iteration 0F: 2 clusters Score -3247046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -3207140.250000 Penalty: 999.801880
	Iteration 0F: 3 clusters Score -3207140 nChanged 28810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -3224219.500000 Penalty: 999.801880
	Iteration 1F: 3 clusters Score -3224220 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -3224740.250000 Penalty: 999.801880
	Iteration 2Q: 3 clusters Score -3224740 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3225357.250000 Penalty: 999.801880
	Iteration 3Q: 3 clusters Score -3225357 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3226097.000000 Penalty: 999.801880
	Iteration 4Q: 3 clusters Score -3226097 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3226982.750000 Penalty: 999.801880
	Iteration 5Q: 3 clusters Score -3226983 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3228121.500000 Penalty: 999.801880
	Iteration 6Q: 3 clusters Score -3228122 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3229565.000000 Penalty: 999.801880
	Iteration 7Q: 3 clusters Score -3229565 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -3231709.500000 Penalty: 999.801880
	Iteration 8F: 3 clusters Score -3231710 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -3234515.500000 Penalty: 999.801880
	Iteration 9F: 3 clusters Score -3234516 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3237160.500000 Penalty: 999.801880
	Iteration 10F: 3 clusters Score -3237160 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3238592.750000 Penalty: 999.801880
	Iteration 11Q: 3 clusters Score -3238593 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3239357.000000 Penalty: 999.801880
	Iteration 12Q: 3 clusters Score -3239357 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3239841.750000 Penalty: 999.801880
	Iteration 13Q: 3 clusters Score -3239842 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3240355.500000 Penalty: 999.801880
	Iteration 14Q: 3 clusters Score -3240356 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3240853.250000 Penalty: 999.801880
	Iteration 15Q: 3 clusters Score -3240853 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3241323.000000 Penalty: 999.801880
	Iteration 16Q: 3 clusters Score -3241323 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -3241829.250000 Penalty: 999.801880
	Iteration 17Q: 3 clusters Score -3241829 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3242369.500000 Penalty: 999.801880
	Iteration 18Q: 3 clusters Score -3242370 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -3242874.000000 Penalty: 999.801880
	Iteration 19Q: 3 clusters Score -3242874 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -3243290.750000 Penalty: 999.801880
	Iteration 20F: 3 clusters Score -3243291 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3243663.250000 Penalty: 999.801880
	Iteration 21Q: 3 clusters Score -3243663 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -3243995.000000 Penalty: 999.801880
	Iteration 22Q: 3 clusters Score -3243995 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3244274.500000 Penalty: 999.801880
	Iteration 23Q: 3 clusters Score -3244274 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -3244518.250000 Penalty: 999.801880
	Iteration 24Q: 3 clusters Score -3244518 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3244780.750000 Penalty: 999.801880
	Iteration 25Q: 3 clusters Score -3244781 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3244992.500000 Penalty: 999.801880
	Iteration 26Q: 3 clusters Score -3244992 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -3245176.000000 Penalty: 999.801880
	Iteration 27Q: 3 clusters Score -3245176 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -3245322.000000 Penalty: 999.801880
	Iteration 28Q: 3 clusters Score -3245322 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -3245462.000000 Penalty: 999.801880
	Iteration 29Q: 3 clusters Score -3245462 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3245558.750000 Penalty: 999.801880
	Iteration 30Q: 3 clusters Score -3245559 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3245681.500000 Penalty: 999.801880
	Iteration 31Q: 3 clusters Score -3245682 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3245770.000000 Penalty: 999.801880
	Iteration 32Q: 3 clusters Score -3245770 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3245826.750000 Penalty: 999.801880
	Iteration 33Q: 3 clusters Score -3245827 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3245882.750000 Penalty: 999.801880
	Iteration 34Q: 3 clusters Score -3245883 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3245934.000000 Penalty: 999.801880
	Iteration 35Q: 3 clusters Score -3245934 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3245975.500000 Penalty: 999.801880
	Iteration 36Q: 3 clusters Score -3245976 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3246011.250000 Penalty: 999.801880
	Iteration 37Q: 3 clusters Score -3246011 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3246049.250000 Penalty: 999.801880
	Iteration 38Q: 3 clusters Score -3246049 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56143 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3246074.500000 Penalty: 999.801880
	Iteration 39Q: 3 clusters Score -3246074 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3246108.000000 Penalty: 999.801880
	Iteration 40F: 3 clusters Score -3246108 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3246143.500000 Penalty: 999.801880
	Iteration 41Q: 3 clusters Score -3246144 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3246174.000000 Penalty: 999.801880
	Iteration 42Q: 3 clusters Score -3246174 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3246213.500000 Penalty: 999.801880
	Iteration 43Q: 3 clusters Score -3246214 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3246239.250000 Penalty: 999.801880
	Iteration 44Q: 3 clusters Score -3246239 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3246274.500000 Penalty: 999.801880
	Iteration 45Q: 3 clusters Score -3246274 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3246292.500000 Penalty: 999.801880
	Iteration 46Q: 3 clusters Score -3246292 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3246311.500000 Penalty: 999.801880
	Iteration 47Q: 3 clusters Score -3246312 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3246321.000000 Penalty: 999.801880
	Iteration 48Q: 3 clusters Score -3246321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3246327.000000 Penalty: 999.801880
	Iteration 49Q: 3 clusters Score -3246327 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57200 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3246337.000000 Penalty: 999.801880
	Iteration 50Q: 3 clusters Score -3246337 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3246344.250000 Penalty: 999.801880
	Iteration 51Q: 3 clusters Score -3246344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3246354.500000 Penalty: 999.801880
	Iteration 52Q: 3 clusters Score -3246354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3246377.750000 Penalty: 999.801880
	Iteration 53Q: 3 clusters Score -3246378 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3246380.500000 Penalty: 999.801880
	Iteration 54Q: 3 clusters Score -3246380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3246387.250000 Penalty: 999.801880
	Iteration 55Q: 3 clusters Score -3246387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3246390.250000 Penalty: 999.801880
	Iteration 56Q: 3 clusters Score -3246390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3246398.250000 Penalty: 999.801880
	Iteration 57Q: 3 clusters Score -3246398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3246403.250000 Penalty: 999.801880
	Iteration 58Q: 3 clusters Score -3246403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3246421.000000 Penalty: 999.801880
	Iteration 59Q: 3 clusters Score -3246421 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3246436.500000 Penalty: 999.801880
	Iteration 60F: 3 clusters Score -3246436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3246449.500000 Penalty: 999.801880
	Iteration 61Q: 3 clusters Score -3246450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3246454.750000 Penalty: 999.801880
	Iteration 62Q: 3 clusters Score -3246455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3246450.250000 Penalty: 999.801880
	Iteration 63Q: 3 clusters Score -3246450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3246464.250000 Penalty: 999.801880
	Iteration 64Q: 3 clusters Score -3246464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3246472.000000 Penalty: 999.801880
	Iteration 65Q: 3 clusters Score -3246472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3246483.750000 Penalty: 999.801880
	Iteration 66Q: 3 clusters Score -3246484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57888 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3246490.250000 Penalty: 999.801880
	Iteration 67Q: 3 clusters Score -3246490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3246490.000000 Penalty: 999.801880
	Iteration 68Q: 3 clusters Score -3246490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3246499.250000 Penalty: 999.801880
	Iteration 69Q: 3 clusters Score -3246499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3246507.500000 Penalty: 999.801880
	Iteration 70Q: 3 clusters Score -3246508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58024 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3246522.500000 Penalty: 999.801880
	Iteration 71Q: 3 clusters Score -3246522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3246525.500000 Penalty: 999.801880
	Iteration 72Q: 3 clusters Score -3246526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3246533.250000 Penalty: 999.801880
	Iteration 73Q: 3 clusters Score -3246533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3246540.250000 Penalty: 999.801880
	Iteration 74Q: 3 clusters Score -3246540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3246545.750000 Penalty: 999.801880
	Iteration 75Q: 3 clusters Score -3246546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3246555.750000 Penalty: 999.801880
	Iteration 76Q: 3 clusters Score -3246556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3246563.250000 Penalty: 999.801880
	Iteration 77Q: 3 clusters Score -3246563 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3246575.250000 Penalty: 999.801880
	Iteration 78Q: 3 clusters Score -3246575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3246579.750000 Penalty: 999.801880
	Iteration 79Q: 3 clusters Score -3246580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3246586.750000 Penalty: 999.801880
	Iteration 80F: 3 clusters Score -3246587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3246583.750000 Penalty: 999.801880
	Iteration 81Q: 3 clusters Score -3246584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3246589.750000 Penalty: 999.801880
	Iteration 82Q: 3 clusters Score -3246590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3246595.750000 Penalty: 999.801880
	Iteration 83Q: 3 clusters Score -3246596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3246595.250000 Penalty: 999.801880
	Iteration 84Q: 3 clusters Score -3246595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3246607.750000 Penalty: 999.801880
	Iteration 85Q: 3 clusters Score -3246608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3246612.500000 Penalty: 999.801880
	Iteration 86Q: 3 clusters Score -3246612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3246609.000000 Penalty: 999.801880
	Iteration 87Q: 3 clusters Score -3246609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3246618.750000 Penalty: 999.801880
	Iteration 88Q: 3 clusters Score -3246619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3246622.000000 Penalty: 999.801880
	Iteration 89Q: 3 clusters Score -3246622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3246619.250000 Penalty: 999.801880
	Iteration 90Q: 3 clusters Score -3246619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3246618.750000 Penalty: 999.801880
	Iteration 91Q: 3 clusters Score -3246619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3246623.250000 Penalty: 999.801880
	Iteration 92Q: 3 clusters Score -3246623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3246621.500000 Penalty: 999.801880
	Iteration 93Q: 3 clusters Score -3246622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3246621.500000 Penalty: 999.801880
	Iteration 94Q: 3 clusters Score -3246622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3246622.000000 Penalty: 999.801880
	Iteration 95Q: 3 clusters Score -3246622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3246624.750000 Penalty: 999.801880
	Iteration 96Q: 3 clusters Score -3246625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3246623.500000 Penalty: 999.801880
	Iteration 97Q: 3 clusters Score -3246624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3246623.500000 Penalty: 999.801880
	Iteration 98F: 3 clusters Score -3246624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -132579.781250 Penalty: 357.019836
	Iteration 0F: 2 clusters Score -132579.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -130799.890625 Penalty: 714.039673
	Iteration 0F: 3 clusters Score -130799.9 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -131424.531250 Penalty: 714.039673
	Iteration 1F: 3 clusters Score -131424.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -131501.625000 Penalty: 714.039673
	Iteration 2F: 3 clusters Score -131501.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -131568.609375 Penalty: 714.039673
	Iteration 3F: 3 clusters Score -131568.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -131607.312500 Penalty: 714.039673
	Iteration 4Q: 3 clusters Score -131607.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -131637.250000 Penalty: 714.039673
	Iteration 5Q: 3 clusters Score -131637.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -131662.875000 Penalty: 714.039673
	Iteration 6Q: 3 clusters Score -131662.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -131682.796875 Penalty: 714.039673
	Iteration 7Q: 3 clusters Score -131682.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -131700.859375 Penalty: 714.039673
	Iteration 8Q: 3 clusters Score -131700.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -131716.890625 Penalty: 714.039673
	Iteration 9Q: 3 clusters Score -131716.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -131732.375000 Penalty: 714.039673
	Iteration 10Q: 3 clusters Score -131732.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -131746.359375 Penalty: 714.039673
	Iteration 11Q: 3 clusters Score -131746.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -131763.546875 Penalty: 714.039673
	Iteration 12Q: 3 clusters Score -131763.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -131780.703125 Penalty: 714.039673
	Iteration 13Q: 3 clusters Score -131780.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -131797.109375 Penalty: 714.039673
	Iteration 14Q: 3 clusters Score -131797.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -131809.859375 Penalty: 714.039673
	Iteration 15Q: 3 clusters Score -131809.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -131824.953125 Penalty: 714.039673
	Iteration 16Q: 3 clusters Score -131825 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -131842.296875 Penalty: 714.039673
	Iteration 17Q: 3 clusters Score -131842.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -131871.625000 Penalty: 714.039673
	Iteration 18Q: 3 clusters Score -131871.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -131907.859375 Penalty: 714.039673
	Iteration 19Q: 3 clusters Score -131907.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -131944.906250 Penalty: 714.039673
	Iteration 20F: 3 clusters Score -131944.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -131981.671875 Penalty: 714.039673
	Iteration 21Q: 3 clusters Score -131981.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -132018.921875 Penalty: 714.039673
	Iteration 22Q: 3 clusters Score -132018.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -132062.218750 Penalty: 714.039673
	Iteration 23Q: 3 clusters Score -132062.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -132100.156250 Penalty: 714.039673
	Iteration 24Q: 3 clusters Score -132100.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -132141.437500 Penalty: 714.039673
	Iteration 25Q: 3 clusters Score -132141.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -132186.062500 Penalty: 714.039673
	Iteration 26Q: 3 clusters Score -132186.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -132249.953125 Penalty: 714.039673
	Iteration 27Q: 3 clusters Score -132250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -132340.515625 Penalty: 714.039673
	Iteration 28Q: 3 clusters Score -132340.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -132472.750000 Penalty: 714.039673
	Iteration 29Q: 3 clusters Score -132472.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -132645.437500 Penalty: 714.039673
	Iteration 30Q: 3 clusters Score -132645.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -132684.296875 Penalty: 714.039673
	Iteration 31Q: 3 clusters Score -132684.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -132701.718750 Penalty: 714.039673
	Iteration 32Q: 3 clusters Score -132701.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -132713.093750 Penalty: 714.039673
	Iteration 33Q: 3 clusters Score -132713.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -132720.187500 Penalty: 714.039673
	Iteration 34Q: 3 clusters Score -132720.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -132727.531250 Penalty: 714.039673
	Iteration 35Q: 3 clusters Score -132727.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -132735.265625 Penalty: 714.039673
	Iteration 36Q: 3 clusters Score -132735.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -132738.406250 Penalty: 714.039673
	Iteration 37Q: 3 clusters Score -132738.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -132739.468750 Penalty: 714.039673
	Iteration 38Q: 3 clusters Score -132739.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -132739.968750 Penalty: 714.039673
	Iteration 39Q: 3 clusters Score -132740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -132740.906250 Penalty: 714.039673
	Iteration 40F: 3 clusters Score -132740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -132741.546875 Penalty: 714.039673
	Iteration 41Q: 3 clusters Score -132741.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -132742.296875 Penalty: 714.039673
	Iteration 42Q: 3 clusters Score -132742.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -132742.359375 Penalty: 714.039673
	Iteration 43Q: 3 clusters Score -132742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -132742.671875 Penalty: 714.039673
	Iteration 44Q: 3 clusters Score -132742.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -132742.671875 Penalty: 714.039673
	Iteration 45F: 3 clusters Score -132742.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 59091 members 
Mstep: Class 5 contains 2115 members 
Mstep: Class 6 contains 15685 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45809 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19527 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54444 members 
Mstep: Class 26 contains 877 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305757 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 442 members 
Entering Unmasked Estep 
Score: -27466264.000000 Penalty: 22205.326172
Splitting cluster 5 changes total score from -27466402.000000 to -27466264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (15685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Entering Unmasked Estep 
Score: -897645.062500 Penalty: 439.550964
	Iteration 0F: 2 clusters Score -897645.1 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 7947 members 
Entering Unmasked Estep 
Score: -887139.875000 Penalty: 879.101929
	Iteration 0F: 3 clusters Score -887139.9 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -891717.250000 Penalty: 879.101929
	Iteration 1F: 3 clusters Score -891717.2 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -892225.875000 Penalty: 879.101929
	Iteration 2F: 3 clusters Score -892225.9 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -893095.062500 Penalty: 879.101929
	Iteration 3F: 3 clusters Score -893095.1 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -894322.375000 Penalty: 879.101929
	Iteration 4F: 3 clusters Score -894322.4 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -895542.687500 Penalty: 879.101929
	Iteration 5F: 3 clusters Score -895542.7 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -896403.687500 Penalty: 879.101929
	Iteration 6F: 3 clusters Score -896403.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -896829.875000 Penalty: 879.101929
	Iteration 7Q: 3 clusters Score -896829.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -897050.312500 Penalty: 879.101929
	Iteration 8Q: 3 clusters Score -897050.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -897145.625000 Penalty: 879.101929
	Iteration 9Q: 3 clusters Score -897145.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -897200.937500 Penalty: 879.101929
	Iteration 10Q: 3 clusters Score -897200.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -897221.750000 Penalty: 879.101929
	Iteration 11Q: 3 clusters Score -897221.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -897233.437500 Penalty: 879.101929
	Iteration 12Q: 3 clusters Score -897233.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -897238.687500 Penalty: 879.101929
	Iteration 13Q: 3 clusters Score -897238.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -897245.062500 Penalty: 879.101929
	Iteration 14Q: 3 clusters Score -897245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -897248.500000 Penalty: 879.101929
	Iteration 15Q: 3 clusters Score -897248.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -897250.812500 Penalty: 879.101929
	Iteration 16Q: 3 clusters Score -897250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -897254.375000 Penalty: 879.101929
	Iteration 17Q: 3 clusters Score -897254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -897258.812500 Penalty: 879.101929
	Iteration 18Q: 3 clusters Score -897258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -897263.687500 Penalty: 879.101929
	Iteration 19Q: 3 clusters Score -897263.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -897267.000000 Penalty: 879.101929
	Iteration 20F: 3 clusters Score -897267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -897267.062500 Penalty: 879.101929
	Iteration 21Q: 3 clusters Score -897267.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -897267.062500 Penalty: 879.101929
	Iteration 22F: 3 clusters Score -897267.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -6147.560059 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -6147.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5921.621094 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5921.621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6021.283691 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -6021.284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6157.351074 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -6157.351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -6329.104492 Penalty: 457.173126
	Iteration 3F: 3 clusters Score -6329.104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -6345.526855 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -6345.527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -6351.004883 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -6351.005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -6351.004883 Penalty: 457.173126
	Iteration 6F: 3 clusters Score -6351.005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 59091 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 15685 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45809 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19527 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54444 members 
Mstep: Class 26 contains 877 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305757 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 21 members 
Entering Unmasked Estep 
Score: -27466220.000000 Penalty: 22205.326172
Splitting cluster 7 changes total score from -27466402.000000 to -27466220.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -7410.182617 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -7410.183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7120.864746 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -7120.865 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7230.636230 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -7230.636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7270.377930 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -7270.378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7286.290527 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -7286.291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7341.541504 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -7341.542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7370.559570 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -7370.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7379.811035 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -7379.811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7384.334473 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -7384.334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7402.069824 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -7402.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7412.418457 Penalty: 484.836731
	Iteration 9Q: 3 clusters Score -7412.418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7425.383789 Penalty: 484.836731
	Iteration 10Q: 3 clusters Score -7425.384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7435.162109 Penalty: 484.836731
	Iteration 11Q: 3 clusters Score -7435.162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7441.059082 Penalty: 484.836731
	Iteration 12Q: 3 clusters Score -7441.059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7443.965332 Penalty: 484.836731
	Iteration 13Q: 3 clusters Score -7443.965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7447.599121 Penalty: 484.836731
	Iteration 14Q: 3 clusters Score -7447.599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7448.522461 Penalty: 484.836731
	Iteration 15Q: 3 clusters Score -7448.522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7448.522461 Penalty: 484.836731
	Iteration 16F: 3 clusters Score -7448.522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 59091 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 15685 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 110 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45809 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19527 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54444 members 
Mstep: Class 26 contains 877 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305757 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 96 members 
Entering Unmasked Estep 
Score: -27466056.000000 Penalty: 22205.326172
Splitting cluster 8 changes total score from -27466402.000000 to -27466056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -33877.796875 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -33877.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -33233.054688 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -33233.05 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -33423.796875 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -33423.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -33479.207031 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -33479.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -33517.437500 Penalty: 600.588257
	Iteration 3F: 3 clusters Score -33517.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -33543.777344 Penalty: 600.588257
	Iteration 4F: 3 clusters Score -33543.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -33553.226562 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -33553.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -33569.539062 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -33569.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -33587.183594 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -33587.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -33602.253906 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -33602.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -33609.257812 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -33609.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -33613.679688 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -33613.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -33617.152344 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -33617.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -33618.117188 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -33618.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -33619.886719 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -33619.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -33620.945312 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -33620.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -33621.367188 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -33621.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -33621.589844 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -33621.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -33621.894531 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -33621.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -33622.214844 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -33622.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -33622.335938 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -33622.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -33622.335938 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -33622.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13227.187500 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -13227.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12894.982422 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -12894.98 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12959.217773 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -12959.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12975.986328 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -12975.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12989.383789 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -12989.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12998.478516 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -12998.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13006.778320 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -13006.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13013.796875 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -13013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13016.278320 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -13016.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13016.278320 Penalty: 510.127991
	Iteration 8F: 3 clusters Score -13016.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Entering Unmasked Estep 
Score: -2336230.000000 Penalty: 488.316742
	Iteration 0F: 2 clusters Score -2336230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -2305553.000000 Penalty: 976.633484
	Iteration 0F: 3 clusters Score -2305553 nChanged 22006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2318772.750000 Penalty: 976.633484
	Iteration 1F: 3 clusters Score -2318773 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2319504.500000 Penalty: 976.633484
	Iteration 2Q: 3 clusters Score -2319504 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2320704.750000 Penalty: 976.633484
	Iteration 3F: 3 clusters Score -2320705 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2322823.750000 Penalty: 976.633484
	Iteration 4F: 3 clusters Score -2322824 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2326311.000000 Penalty: 976.633484
	Iteration 5F: 3 clusters Score -2326311 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2330830.500000 Penalty: 976.633484
	Iteration 6F: 3 clusters Score -2330830 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2334194.000000 Penalty: 976.633484
	Iteration 7F: 3 clusters Score -2334194 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2335439.000000 Penalty: 976.633484
	Iteration 8Q: 3 clusters Score -2335439 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2335722.750000 Penalty: 976.633484
	Iteration 9Q: 3 clusters Score -2335723 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2335781.750000 Penalty: 976.633484
	Iteration 10Q: 3 clusters Score -2335782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2335796.500000 Penalty: 976.633484
	Iteration 11Q: 3 clusters Score -2335796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2335809.500000 Penalty: 976.633484
	Iteration 12Q: 3 clusters Score -2335810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2335820.750000 Penalty: 976.633484
	Iteration 13Q: 3 clusters Score -2335821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2335823.750000 Penalty: 976.633484
	Iteration 14Q: 3 clusters Score -2335824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2335825.000000 Penalty: 976.633484
	Iteration 15Q: 3 clusters Score -2335825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2335827.500000 Penalty: 976.633484
	Iteration 16Q: 3 clusters Score -2335828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2335829.750000 Penalty: 976.633484
	Iteration 17Q: 3 clusters Score -2335830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2335829.750000 Penalty: 976.633484
	Iteration 18F: 3 clusters Score -2335830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Entering Unmasked Estep 
Score: -133673.593750 Penalty: 356.734253
	Iteration 0F: 2 clusters Score -133673.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -131863.937500 Penalty: 713.468506
	Iteration 0F: 3 clusters Score -131863.9 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -132516.109375 Penalty: 713.468506
	Iteration 1F: 3 clusters Score -132516.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -132688.890625 Penalty: 713.468506
	Iteration 2F: 3 clusters Score -132688.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -132844.578125 Penalty: 713.468506
	Iteration 3F: 3 clusters Score -132844.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -132975.093750 Penalty: 713.468506
	Iteration 4F: 3 clusters Score -132975.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -133100.093750 Penalty: 713.468506
	Iteration 5F: 3 clusters Score -133100.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -133184.531250 Penalty: 713.468506
	Iteration 6Q: 3 clusters Score -133184.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -133221.296875 Penalty: 713.468506
	Iteration 7Q: 3 clusters Score -133221.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -133244.953125 Penalty: 713.468506
	Iteration 8Q: 3 clusters Score -133245 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -133263.828125 Penalty: 713.468506
	Iteration 9Q: 3 clusters Score -133263.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -133272.765625 Penalty: 713.468506
	Iteration 10Q: 3 clusters Score -133272.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -133278.765625 Penalty: 713.468506
	Iteration 11Q: 3 clusters Score -133278.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -133282.843750 Penalty: 713.468506
	Iteration 12Q: 3 clusters Score -133282.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -133286.859375 Penalty: 713.468506
	Iteration 13Q: 3 clusters Score -133286.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -133287.593750 Penalty: 713.468506
	Iteration 14Q: 3 clusters Score -133287.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -133288.156250 Penalty: 713.468506
	Iteration 15Q: 3 clusters Score -133288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -133288.156250 Penalty: 713.468506
	Iteration 16F: 3 clusters Score -133288.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -28345.322266 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -28345.32 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 293 members 
Entering Unmasked Estep 
Score: -27832.605469 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -27832.61 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27954.769531 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -27954.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27987.968750 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -27987.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28007.349609 Penalty: 573.538330
	Iteration 3Q: 3 clusters Score -28007.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28021.511719 Penalty: 573.538330
	Iteration 4Q: 3 clusters Score -28021.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28031.396484 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -28031.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28042.273438 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -28042.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28049.201172 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -28049.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28064.748047 Penalty: 573.538330
	Iteration 8Q: 3 clusters Score -28064.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28081.207031 Penalty: 573.538330
	Iteration 9Q: 3 clusters Score -28081.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28094.929688 Penalty: 573.538330
	Iteration 10Q: 3 clusters Score -28094.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28111.464844 Penalty: 573.538330
	Iteration 11Q: 3 clusters Score -28111.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28131.121094 Penalty: 573.538330
	Iteration 12Q: 3 clusters Score -28131.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28144.406250 Penalty: 573.538330
	Iteration 13Q: 3 clusters Score -28144.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28160.117188 Penalty: 573.538330
	Iteration 14Q: 3 clusters Score -28160.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28174.441406 Penalty: 573.538330
	Iteration 15Q: 3 clusters Score -28174.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28188.591797 Penalty: 573.538330
	Iteration 16Q: 3 clusters Score -28188.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28199.189453 Penalty: 573.538330
	Iteration 17Q: 3 clusters Score -28199.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28208.771484 Penalty: 573.538330
	Iteration 18Q: 3 clusters Score -28208.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28212.156250 Penalty: 573.538330
	Iteration 19Q: 3 clusters Score -28212.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28215.072266 Penalty: 573.538330
	Iteration 20F: 3 clusters Score -28215.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28219.150391 Penalty: 573.538330
	Iteration 21Q: 3 clusters Score -28219.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28221.570312 Penalty: 573.538330
	Iteration 22Q: 3 clusters Score -28221.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28223.166016 Penalty: 573.538330
	Iteration 23Q: 3 clusters Score -28223.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28224.412109 Penalty: 573.538330
	Iteration 24Q: 3 clusters Score -28224.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28225.759766 Penalty: 573.538330
	Iteration 25Q: 3 clusters Score -28225.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28225.759766 Penalty: 573.538330
	Iteration 26F: 3 clusters Score -28225.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Entering Unmasked Estep 
Score: -1087480.625000 Penalty: 449.519684
	Iteration 0F: 2 clusters Score -1087481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1074311.125000 Penalty: 899.039368
	Iteration 0F: 3 clusters Score -1074311 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1079943.000000 Penalty: 899.039368
	Iteration 1F: 3 clusters Score -1079943 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1080412.750000 Penalty: 899.039368
	Iteration 2Q: 3 clusters Score -1080413 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1081081.250000 Penalty: 899.039368
	Iteration 3F: 3 clusters Score -1081081 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1082031.875000 Penalty: 899.039368
	Iteration 4F: 3 clusters Score -1082032 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1083219.875000 Penalty: 899.039368
	Iteration 5F: 3 clusters Score -1083220 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1084319.625000 Penalty: 899.039368
	Iteration 6F: 3 clusters Score -1084320 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1085027.750000 Penalty: 899.039368
	Iteration 7Q: 3 clusters Score -1085028 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1085420.500000 Penalty: 899.039368
	Iteration 8Q: 3 clusters Score -1085420 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1085654.750000 Penalty: 899.039368
	Iteration 9Q: 3 clusters Score -1085655 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1085807.875000 Penalty: 899.039368
	Iteration 10Q: 3 clusters Score -1085808 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1085916.625000 Penalty: 899.039368
	Iteration 11Q: 3 clusters Score -1085917 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1086015.125000 Penalty: 899.039368
	Iteration 12Q: 3 clusters Score -1086015 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1086123.125000 Penalty: 899.039368
	Iteration 13Q: 3 clusters Score -1086123 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1086236.875000 Penalty: 899.039368
	Iteration 14Q: 3 clusters Score -1086237 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1086338.750000 Penalty: 899.039368
	Iteration 15Q: 3 clusters Score -1086339 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -1086443.125000 Penalty: 899.039368
	Iteration 16Q: 3 clusters Score -1086443 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -1086532.125000 Penalty: 899.039368
	Iteration 17Q: 3 clusters Score -1086532 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -1086617.250000 Penalty: 899.039368
	Iteration 18Q: 3 clusters Score -1086617 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -1086697.250000 Penalty: 899.039368
	Iteration 19Q: 3 clusters Score -1086697 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -1086770.875000 Penalty: 899.039368
	Iteration 20F: 3 clusters Score -1086771 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -1086844.000000 Penalty: 899.039368
	Iteration 21Q: 3 clusters Score -1086844 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -1086900.500000 Penalty: 899.039368
	Iteration 22Q: 3 clusters Score -1086900 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -1086940.125000 Penalty: 899.039368
	Iteration 23Q: 3 clusters Score -1086940 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -1086968.625000 Penalty: 899.039368
	Iteration 24Q: 3 clusters Score -1086969 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -1086987.375000 Penalty: 899.039368
	Iteration 25Q: 3 clusters Score -1086987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -1087005.000000 Penalty: 899.039368
	Iteration 26Q: 3 clusters Score -1087005 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -1087026.125000 Penalty: 899.039368
	Iteration 27Q: 3 clusters Score -1087026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -1087049.000000 Penalty: 899.039368
	Iteration 28Q: 3 clusters Score -1087049 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -1087075.750000 Penalty: 899.039368
	Iteration 29Q: 3 clusters Score -1087076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -1087091.625000 Penalty: 899.039368
	Iteration 30Q: 3 clusters Score -1087092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -1087103.625000 Penalty: 899.039368
	Iteration 31Q: 3 clusters Score -1087104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -1087115.750000 Penalty: 899.039368
	Iteration 32Q: 3 clusters Score -1087116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -1087129.000000 Penalty: 899.039368
	Iteration 33Q: 3 clusters Score -1087129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -1087140.375000 Penalty: 899.039368
	Iteration 34Q: 3 clusters Score -1087140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -1087149.875000 Penalty: 899.039368
	Iteration 35Q: 3 clusters Score -1087150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -1087157.375000 Penalty: 899.039368
	Iteration 36Q: 3 clusters Score -1087157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -1087164.000000 Penalty: 899.039368
	Iteration 37Q: 3 clusters Score -1087164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -1087168.625000 Penalty: 899.039368
	Iteration 38Q: 3 clusters Score -1087169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -1087172.375000 Penalty: 899.039368
	Iteration 39Q: 3 clusters Score -1087172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -1087172.625000 Penalty: 899.039368
	Iteration 40F: 3 clusters Score -1087173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -1087172.875000 Penalty: 899.039368
	Iteration 41Q: 3 clusters Score -1087173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -1087172.875000 Penalty: 899.039368
	Iteration 42F: 3 clusters Score -1087173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -15234.957031 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -15234.96 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 173 members 
Entering Unmasked Estep 
Score: -14860.474609 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -14860.47 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15015.512695 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -15015.51 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15072.621094 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -15072.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -15103.141602 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -15103.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -15123.942383 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -15123.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -15138.852539 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -15138.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -15145.035156 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -15145.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -15151.198242 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -15151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -15153.009766 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -15153.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15155.284180 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -15155.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15159.774414 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -15159.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15159.774414 Penalty: 532.550415
	Iteration 11F: 3 clusters Score -15159.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -12743.800781 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -12743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12408.425781 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -12408.43 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12492.877930 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -12492.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12518.663086 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -12518.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12535.991211 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -12535.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12545.984375 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -12545.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12552.153320 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -12552.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12556.164062 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -12556.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12557.415039 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -12557.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12557.415039 Penalty: 506.371338
	Iteration 8F: 3 clusters Score -12557.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -203957.781250 Penalty: 377.753113
	Iteration 0F: 2 clusters Score -203957.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -201184.281250 Penalty: 755.506226
	Iteration 0F: 3 clusters Score -201184.3 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -202229.734375 Penalty: 755.506226
	Iteration 1F: 3 clusters Score -202229.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -202381.656250 Penalty: 755.506226
	Iteration 2F: 3 clusters Score -202381.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -202538.734375 Penalty: 755.506226
	Iteration 3F: 3 clusters Score -202538.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -202707.640625 Penalty: 755.506226
	Iteration 4F: 3 clusters Score -202707.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -202910.562500 Penalty: 755.506226
	Iteration 5F: 3 clusters Score -202910.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -203128.828125 Penalty: 755.506226
	Iteration 6F: 3 clusters Score -203128.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -203319.046875 Penalty: 755.506226
	Iteration 7F: 3 clusters Score -203319 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -203448.015625 Penalty: 755.506226
	Iteration 8Q: 3 clusters Score -203448 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -203521.625000 Penalty: 755.506226
	Iteration 9Q: 3 clusters Score -203521.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -203574.906250 Penalty: 755.506226
	Iteration 10Q: 3 clusters Score -203574.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -203616.171875 Penalty: 755.506226
	Iteration 11Q: 3 clusters Score -203616.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -203649.234375 Penalty: 755.506226
	Iteration 12Q: 3 clusters Score -203649.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -203680.531250 Penalty: 755.506226
	Iteration 13Q: 3 clusters Score -203680.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -203700.421875 Penalty: 755.506226
	Iteration 14Q: 3 clusters Score -203700.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -203711.359375 Penalty: 755.506226
	Iteration 15Q: 3 clusters Score -203711.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -203719.375000 Penalty: 755.506226
	Iteration 16Q: 3 clusters Score -203719.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -203729.203125 Penalty: 755.506226
	Iteration 17Q: 3 clusters Score -203729.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -203748.500000 Penalty: 755.506226
	Iteration 18Q: 3 clusters Score -203748.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -203771.062500 Penalty: 755.506226
	Iteration 19Q: 3 clusters Score -203771.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -203802.765625 Penalty: 755.506226
	Iteration 20F: 3 clusters Score -203802.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -203831.140625 Penalty: 755.506226
	Iteration 21Q: 3 clusters Score -203831.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -203843.796875 Penalty: 755.506226
	Iteration 22Q: 3 clusters Score -203843.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -203855.218750 Penalty: 755.506226
	Iteration 23Q: 3 clusters Score -203855.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -203860.265625 Penalty: 755.506226
	Iteration 24Q: 3 clusters Score -203860.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -203864.109375 Penalty: 755.506226
	Iteration 25Q: 3 clusters Score -203864.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -203869.796875 Penalty: 755.506226
	Iteration 26Q: 3 clusters Score -203869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -203875.265625 Penalty: 755.506226
	Iteration 27Q: 3 clusters Score -203875.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -203876.734375 Penalty: 755.506226
	Iteration 28Q: 3 clusters Score -203876.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -203877.500000 Penalty: 755.506226
	Iteration 29Q: 3 clusters Score -203877.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -203877.515625 Penalty: 755.506226
	Iteration 30Q: 3 clusters Score -203877.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -203877.515625 Penalty: 755.506226
	Iteration 31F: 3 clusters Score -203877.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -19441.302734 Penalty: 271.923950
	Iteration 0F: 2 clusters Score -19441.3 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 211 members 
Entering Unmasked Estep 
Score: -19020.058594 Penalty: 543.847900
	Iteration 0F: 3 clusters Score -19020.06 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19135.076172 Penalty: 543.847900
	Iteration 1F: 3 clusters Score -19135.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19161.207031 Penalty: 543.847900
	Iteration 2F: 3 clusters Score -19161.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19166.890625 Penalty: 543.847900
	Iteration 3Q: 3 clusters Score -19166.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19173.384766 Penalty: 543.847900
	Iteration 4Q: 3 clusters Score -19173.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19176.250000 Penalty: 543.847900
	Iteration 5Q: 3 clusters Score -19176.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19178.003906 Penalty: 543.847900
	Iteration 6Q: 3 clusters Score -19178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19180.572266 Penalty: 543.847900
	Iteration 7Q: 3 clusters Score -19180.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19181.732422 Penalty: 543.847900
	Iteration 8Q: 3 clusters Score -19181.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19183.691406 Penalty: 543.847900
	Iteration 9Q: 3 clusters Score -19183.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19184.216797 Penalty: 543.847900
	Iteration 10Q: 3 clusters Score -19184.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19184.216797 Penalty: 543.847900
	Iteration 11F: 3 clusters Score -19184.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -37975.265625 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -37975.27 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 418 members 
Entering Unmasked Estep 
Score: -37289.851562 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -37289.85 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -37559.386719 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -37559.39 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -37650.574219 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -37650.57 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -37698.925781 Penalty: 612.739563
	Iteration 3F: 3 clusters Score -37698.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37728.421875 Penalty: 612.739563
	Iteration 4Q: 3 clusters Score -37728.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37748.941406 Penalty: 612.739563
	Iteration 5Q: 3 clusters Score -37748.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -37757.367188 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -37757.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37763.109375 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -37763.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37767.308594 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -37767.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37771.070312 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -37771.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37775.296875 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -37775.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37779.613281 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -37779.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37783.738281 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -37783.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37786.843750 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -37786.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37790.625000 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -37790.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37793.472656 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -37793.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37794.515625 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -37794.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -37795.593750 Penalty: 612.739563
	Iteration 17Q: 3 clusters Score -37795.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37795.839844 Penalty: 612.739563
	Iteration 18Q: 3 clusters Score -37795.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37795.839844 Penalty: 612.739563
	Iteration 19F: 3 clusters Score -37795.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -107727.179688 Penalty: 345.521454
	Iteration 0F: 2 clusters Score -107727.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -106284.351562 Penalty: 691.042908
	Iteration 0F: 3 clusters Score -106284.4 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -106776.226562 Penalty: 691.042908
	Iteration 1F: 3 clusters Score -106776.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -106936.273438 Penalty: 691.042908
	Iteration 2F: 3 clusters Score -106936.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -107105.695312 Penalty: 691.042908
	Iteration 3F: 3 clusters Score -107105.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -107225.289062 Penalty: 691.042908
	Iteration 4F: 3 clusters Score -107225.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -107314.406250 Penalty: 691.042908
	Iteration 5F: 3 clusters Score -107314.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -107356.093750 Penalty: 691.042908
	Iteration 6Q: 3 clusters Score -107356.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -107373.593750 Penalty: 691.042908
	Iteration 7Q: 3 clusters Score -107373.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -107384.945312 Penalty: 691.042908
	Iteration 8Q: 3 clusters Score -107384.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -107392.726562 Penalty: 691.042908
	Iteration 9Q: 3 clusters Score -107392.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -107401.203125 Penalty: 691.042908
	Iteration 10Q: 3 clusters Score -107401.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -107405.085938 Penalty: 691.042908
	Iteration 11Q: 3 clusters Score -107405.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -107409.007812 Penalty: 691.042908
	Iteration 12Q: 3 clusters Score -107409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -107412.015625 Penalty: 691.042908
	Iteration 13Q: 3 clusters Score -107412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -107414.351562 Penalty: 691.042908
	Iteration 14Q: 3 clusters Score -107414.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -107416.164062 Penalty: 691.042908
	Iteration 15Q: 3 clusters Score -107416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -107417.703125 Penalty: 691.042908
	Iteration 16Q: 3 clusters Score -107417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -107418.296875 Penalty: 691.042908
	Iteration 17Q: 3 clusters Score -107418.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -107419.070312 Penalty: 691.042908
	Iteration 18Q: 3 clusters Score -107419.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -107420.507812 Penalty: 691.042908
	Iteration 19Q: 3 clusters Score -107420.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -107421.875000 Penalty: 691.042908
	Iteration 20F: 3 clusters Score -107421.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -107423.445312 Penalty: 691.042908
	Iteration 21Q: 3 clusters Score -107423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -107424.828125 Penalty: 691.042908
	Iteration 22Q: 3 clusters Score -107424.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -107426.578125 Penalty: 691.042908
	Iteration 23Q: 3 clusters Score -107426.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -107428.250000 Penalty: 691.042908
	Iteration 24Q: 3 clusters Score -107428.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -107429.359375 Penalty: 691.042908
	Iteration 25Q: 3 clusters Score -107429.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -107430.609375 Penalty: 691.042908
	Iteration 26Q: 3 clusters Score -107430.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -107431.312500 Penalty: 691.042908
	Iteration 27Q: 3 clusters Score -107431.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -107431.625000 Penalty: 691.042908
	Iteration 28Q: 3 clusters Score -107431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -107432.312500 Penalty: 691.042908
	Iteration 29Q: 3 clusters Score -107432.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -107433.554688 Penalty: 691.042908
	Iteration 30Q: 3 clusters Score -107433.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -107434.921875 Penalty: 691.042908
	Iteration 31Q: 3 clusters Score -107434.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -107436.164062 Penalty: 691.042908
	Iteration 32Q: 3 clusters Score -107436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -107437.187500 Penalty: 691.042908
	Iteration 33Q: 3 clusters Score -107437.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -107437.937500 Penalty: 691.042908
	Iteration 34Q: 3 clusters Score -107437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -107438.578125 Penalty: 691.042908
	Iteration 35Q: 3 clusters Score -107438.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -107439.078125 Penalty: 691.042908
	Iteration 36Q: 3 clusters Score -107439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -107439.968750 Penalty: 691.042908
	Iteration 37Q: 3 clusters Score -107440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -107440.406250 Penalty: 691.042908
	Iteration 38Q: 3 clusters Score -107440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -107440.546875 Penalty: 691.042908
	Iteration 39Q: 3 clusters Score -107440.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -107440.890625 Penalty: 691.042908
	Iteration 40F: 3 clusters Score -107440.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -107441.031250 Penalty: 691.042908
	Iteration 41Q: 3 clusters Score -107441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -107441.218750 Penalty: 691.042908
	Iteration 42Q: 3 clusters Score -107441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -107441.218750 Penalty: 691.042908
	Iteration 43F: 3 clusters Score -107441.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -17787.890625 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -17787.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17375.603516 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -17375.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17523.218750 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -17523.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -17585.843750 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -17585.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -17654.417969 Penalty: 547.025330
	Iteration 3F: 3 clusters Score -17654.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -17729.326172 Penalty: 547.025330
	Iteration 4F: 3 clusters Score -17729.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17766.886719 Penalty: 547.025330
	Iteration 5F: 3 clusters Score -17766.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17776.761719 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -17776.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -17784.142578 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -17784.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17788.978516 Penalty: 547.025330
	Iteration 8Q: 3 clusters Score -17788.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17793.322266 Penalty: 547.025330
	Iteration 9Q: 3 clusters Score -17793.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17794.378906 Penalty: 547.025330
	Iteration 10Q: 3 clusters Score -17794.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17799.429688 Penalty: 547.025330
	Iteration 11Q: 3 clusters Score -17799.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17799.429688 Penalty: 547.025330
	Iteration 12F: 3 clusters Score -17799.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 59091 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 15685 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45809 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19527 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 194 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54444 members 
Mstep: Class 26 contains 877 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305757 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 214 members 
Entering Unmasked Estep 
Score: -27466048.000000 Penalty: 22205.326172
Splitting cluster 21 changes total score from -27466402.000000 to -27466048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -5895.251953 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -5895.252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5662.804199 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -5662.804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5700.914062 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -5700.914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5709.710938 Penalty: 439.376556
	Iteration 2Q: 3 clusters Score -5709.711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5714.541016 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -5714.541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5721.154297 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -5721.154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5723.667969 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -5723.668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5725.165039 Penalty: 439.376556
	Iteration 6Q: 3 clusters Score -5725.165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5726.282715 Penalty: 439.376556
	Iteration 7Q: 3 clusters Score -5726.283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5729.935547 Penalty: 439.376556
	Iteration 8Q: 3 clusters Score -5729.936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5743.726562 Penalty: 439.376556
	Iteration 9Q: 3 clusters Score -5743.727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5748.148438 Penalty: 439.376556
	Iteration 10Q: 3 clusters Score -5748.148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5753.709961 Penalty: 439.376556
	Iteration 11Q: 3 clusters Score -5753.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5755.330078 Penalty: 439.376556
	Iteration 12Q: 3 clusters Score -5755.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5755.330078 Penalty: 439.376556
	Iteration 13F: 3 clusters Score -5755.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -25028.212891 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -25028.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24555.595703 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -24555.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24688.654297 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -24688.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24721.382812 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -24721.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24742.761719 Penalty: 565.892639
	Iteration 3F: 3 clusters Score -24742.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24760.693359 Penalty: 565.892639
	Iteration 4Q: 3 clusters Score -24760.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24781.742188 Penalty: 565.892639
	Iteration 5Q: 3 clusters Score -24781.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24792.044922 Penalty: 565.892639
	Iteration 6Q: 3 clusters Score -24792.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24801.224609 Penalty: 565.892639
	Iteration 7Q: 3 clusters Score -24801.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24803.332031 Penalty: 565.892639
	Iteration 8Q: 3 clusters Score -24803.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24804.099609 Penalty: 565.892639
	Iteration 9Q: 3 clusters Score -24804.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24804.753906 Penalty: 565.892639
	Iteration 10Q: 3 clusters Score -24804.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24804.910156 Penalty: 565.892639
	Iteration 11Q: 3 clusters Score -24804.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24804.910156 Penalty: 565.892639
	Iteration 12F: 3 clusters Score -24804.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -23849.716797 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -23849.72 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 236 members 
Entering Unmasked Estep 
Score: -23399.259766 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -23399.26 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23535.519531 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -23535.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23583.990234 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -23583.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23636.802734 Penalty: 557.146851
	Iteration 3F: 3 clusters Score -23636.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23694.816406 Penalty: 557.146851
	Iteration 4F: 3 clusters Score -23694.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23733.873047 Penalty: 557.146851
	Iteration 5F: 3 clusters Score -23733.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23750.685547 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -23750.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23767.185547 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -23767.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -23794.150391 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -23794.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -23808.439453 Penalty: 557.146851
	Iteration 9Q: 3 clusters Score -23808.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -23815.101562 Penalty: 557.146851
	Iteration 10Q: 3 clusters Score -23815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -23816.957031 Penalty: 557.146851
	Iteration 11Q: 3 clusters Score -23816.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -23816.957031 Penalty: 557.146851
	Iteration 12F: 3 clusters Score -23816.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (54444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Entering Unmasked Estep 
Score: -2968544.000000 Penalty: 496.174225
	Iteration 0F: 2 clusters Score -2968544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -2931859.750000 Penalty: 992.348450
	Iteration 0F: 3 clusters Score -2931860 nChanged 26353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -2948332.750000 Penalty: 992.348450
	Iteration 1F: 3 clusters Score -2948333 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -2949917.750000 Penalty: 992.348450
	Iteration 2F: 3 clusters Score -2949918 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -2952334.750000 Penalty: 992.348450
	Iteration 3F: 3 clusters Score -2952335 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -2955449.250000 Penalty: 992.348450
	Iteration 4F: 3 clusters Score -2955449 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -2958625.750000 Penalty: 992.348450
	Iteration 5F: 3 clusters Score -2958626 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -2961296.500000 Penalty: 992.348450
	Iteration 6F: 3 clusters Score -2961296 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -2963174.750000 Penalty: 992.348450
	Iteration 7Q: 3 clusters Score -2963175 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -2964346.500000 Penalty: 992.348450
	Iteration 8Q: 3 clusters Score -2964346 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -2965186.000000 Penalty: 992.348450
	Iteration 9Q: 3 clusters Score -2965186 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -2965868.000000 Penalty: 992.348450
	Iteration 10Q: 3 clusters Score -2965868 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -2966470.000000 Penalty: 992.348450
	Iteration 11Q: 3 clusters Score -2966470 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -2966964.250000 Penalty: 992.348450
	Iteration 12Q: 3 clusters Score -2966964 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -2967309.500000 Penalty: 992.348450
	Iteration 13Q: 3 clusters Score -2967310 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -2967566.250000 Penalty: 992.348450
	Iteration 14Q: 3 clusters Score -2967566 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -2967725.750000 Penalty: 992.348450
	Iteration 15Q: 3 clusters Score -2967726 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -2967849.000000 Penalty: 992.348450
	Iteration 16Q: 3 clusters Score -2967849 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -2967940.500000 Penalty: 992.348450
	Iteration 17Q: 3 clusters Score -2967940 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -2968014.000000 Penalty: 992.348450
	Iteration 18Q: 3 clusters Score -2968014 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -2968075.500000 Penalty: 992.348450
	Iteration 19Q: 3 clusters Score -2968076 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -2968129.750000 Penalty: 992.348450
	Iteration 20F: 3 clusters Score -2968130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -2968159.500000 Penalty: 992.348450
	Iteration 21Q: 3 clusters Score -2968160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -2968178.250000 Penalty: 992.348450
	Iteration 22Q: 3 clusters Score -2968178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -2968182.250000 Penalty: 992.348450
	Iteration 23Q: 3 clusters Score -2968182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -2968194.750000 Penalty: 992.348450
	Iteration 24Q: 3 clusters Score -2968195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -2968196.000000 Penalty: 992.348450
	Iteration 25Q: 3 clusters Score -2968196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -2968204.250000 Penalty: 992.348450
	Iteration 26Q: 3 clusters Score -2968204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -2968205.250000 Penalty: 992.348450
	Iteration 27Q: 3 clusters Score -2968205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -2968204.500000 Penalty: 992.348450
	Iteration 28Q: 3 clusters Score -2968204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -2968202.500000 Penalty: 992.348450
	Iteration 29Q: 3 clusters Score -2968202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -2968205.000000 Penalty: 992.348450
	Iteration 30Q: 3 clusters Score -2968205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -2968203.500000 Penalty: 992.348450
	Iteration 31Q: 3 clusters Score -2968204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -2968205.000000 Penalty: 992.348450
	Iteration 32Q: 3 clusters Score -2968205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -2968205.500000 Penalty: 992.348450
	Iteration 33Q: 3 clusters Score -2968206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -2968203.000000 Penalty: 992.348450
	Iteration 34Q: 3 clusters Score -2968203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -2968202.500000 Penalty: 992.348450
	Iteration 35Q: 3 clusters Score -2968202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -2968201.750000 Penalty: 992.348450
	Iteration 36Q: 3 clusters Score -2968202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -2968205.500000 Penalty: 992.348450
	Iteration 37Q: 3 clusters Score -2968206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -2968204.500000 Penalty: 992.348450
	Iteration 38Q: 3 clusters Score -2968204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -2968206.750000 Penalty: 992.348450
	Iteration 39Q: 3 clusters Score -2968207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -2968205.250000 Penalty: 992.348450
	Iteration 40F: 3 clusters Score -2968205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -2968207.250000 Penalty: 992.348450
	Iteration 41Q: 3 clusters Score -2968207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -2968208.000000 Penalty: 992.348450
	Iteration 42Q: 3 clusters Score -2968208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -2968210.000000 Penalty: 992.348450
	Iteration 43Q: 3 clusters Score -2968210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -2968210.750000 Penalty: 992.348450
	Iteration 44Q: 3 clusters Score -2968211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -2968210.750000 Penalty: 992.348450
	Iteration 45F: 3 clusters Score -2968211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -44307.644531 Penalty: 308.331055
	Iteration 0F: 2 clusters Score -44307.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -43564.058594 Penalty: 616.662109
	Iteration 0F: 3 clusters Score -43564.06 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -43769.246094 Penalty: 616.662109
	Iteration 1F: 3 clusters Score -43769.25 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -43829.375000 Penalty: 616.662109
	Iteration 2F: 3 clusters Score -43829.38 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -43884.699219 Penalty: 616.662109
	Iteration 3F: 3 clusters Score -43884.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -43929.332031 Penalty: 616.662109
	Iteration 4F: 3 clusters Score -43929.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -43967.289062 Penalty: 616.662109
	Iteration 5F: 3 clusters Score -43967.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -44000.339844 Penalty: 616.662109
	Iteration 6Q: 3 clusters Score -44000.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -44027.195312 Penalty: 616.662109
	Iteration 7Q: 3 clusters Score -44027.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -44046.539062 Penalty: 616.662109
	Iteration 8Q: 3 clusters Score -44046.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -44064.777344 Penalty: 616.662109
	Iteration 9Q: 3 clusters Score -44064.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -44080.394531 Penalty: 616.662109
	Iteration 10Q: 3 clusters Score -44080.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -44087.558594 Penalty: 616.662109
	Iteration 11Q: 3 clusters Score -44087.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -44093.066406 Penalty: 616.662109
	Iteration 12Q: 3 clusters Score -44093.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -44100.699219 Penalty: 616.662109
	Iteration 13Q: 3 clusters Score -44100.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -44109.335938 Penalty: 616.662109
	Iteration 14Q: 3 clusters Score -44109.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -44121.257812 Penalty: 616.662109
	Iteration 15Q: 3 clusters Score -44121.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -44124.093750 Penalty: 616.662109
	Iteration 16Q: 3 clusters Score -44124.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -44124.445312 Penalty: 616.662109
	Iteration 17Q: 3 clusters Score -44124.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -44125.082031 Penalty: 616.662109
	Iteration 18Q: 3 clusters Score -44125.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -44125.136719 Penalty: 616.662109
	Iteration 19Q: 3 clusters Score -44125.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -44125.136719 Penalty: 616.662109
	Iteration 20F: 3 clusters Score -44125.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -5429.292480 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -5429.292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5223.998535 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -5223.999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5281.765625 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -5281.766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5288.181152 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -5288.181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5290.491699 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -5290.492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5291.787109 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -5291.787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5297.379883 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -5297.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5299.003906 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -5299.004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5300.452148 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -5300.452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5302.621582 Penalty: 447.051605
	Iteration 8Q: 3 clusters Score -5302.622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5303.992188 Penalty: 447.051605
	Iteration 9Q: 3 clusters Score -5303.992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5303.992188 Penalty: 447.051605
	Iteration 10F: 3 clusters Score -5303.992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -14015.135742 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -14015.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13658.418945 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -13658.42 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13782.227539 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -13782.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13814.212891 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -13814.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13833.111328 Penalty: 524.060059
	Iteration 3Q: 3 clusters Score -13833.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13838.178711 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -13838.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13839.583008 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -13839.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13840.989258 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -13840.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13841.811523 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -13841.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13842.286133 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -13842.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13842.286133 Penalty: 524.060059
	Iteration 9F: 3 clusters Score -13842.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -6019.330078 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -6019.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5788.573730 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -5788.574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5817.034668 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -5817.035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5828.475586 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -5828.476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5844.223145 Penalty: 440.101654
	Iteration 3F: 3 clusters Score -5844.223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5850.519043 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -5850.519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5853.097168 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -5853.097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5856.385742 Penalty: 440.101654
	Iteration 6Q: 3 clusters Score -5856.386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5857.463867 Penalty: 440.101654
	Iteration 7Q: 3 clusters Score -5857.464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5857.463867 Penalty: 440.101654
	Iteration 8F: 3 clusters Score -5857.464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -24024.496094 Penalty: 286.685760
	Iteration 0F: 2 clusters Score -24024.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23544.332031 Penalty: 573.371521
	Iteration 0F: 3 clusters Score -23544.33 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23797.767578 Penalty: 573.371521
	Iteration 1F: 3 clusters Score -23797.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23869.687500 Penalty: 573.371521
	Iteration 2F: 3 clusters Score -23869.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23928.035156 Penalty: 573.371521
	Iteration 3F: 3 clusters Score -23928.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23956.496094 Penalty: 573.371521
	Iteration 4Q: 3 clusters Score -23956.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23989.902344 Penalty: 573.371521
	Iteration 5Q: 3 clusters Score -23989.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24005.480469 Penalty: 573.371521
	Iteration 6Q: 3 clusters Score -24005.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24015.732422 Penalty: 573.371521
	Iteration 7Q: 3 clusters Score -24015.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24027.496094 Penalty: 573.371521
	Iteration 8Q: 3 clusters Score -24027.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24032.488281 Penalty: 573.371521
	Iteration 9Q: 3 clusters Score -24032.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24035.798828 Penalty: 573.371521
	Iteration 10Q: 3 clusters Score -24035.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24038.562500 Penalty: 573.371521
	Iteration 11Q: 3 clusters Score -24038.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24038.562500 Penalty: 573.371521
	Iteration 12F: 3 clusters Score -24038.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 59091 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 15685 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45809 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19527 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54444 members 
Mstep: Class 26 contains 877 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 355 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305757 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 190 members 
Entering Unmasked Estep 
Score: -27466072.000000 Penalty: 22205.326172
Splitting cluster 30 changes total score from -27466402.000000 to -27466072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -57310.300781 Penalty: 319.863770
	Iteration 0F: 2 clusters Score -57310.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -56425.167969 Penalty: 639.727539
	Iteration 0F: 3 clusters Score -56425.17 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -56725.269531 Penalty: 639.727539
	Iteration 1F: 3 clusters Score -56725.27 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -56796.964844 Penalty: 639.727539
	Iteration 2F: 3 clusters Score -56796.96 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -56877.222656 Penalty: 639.727539
	Iteration 3F: 3 clusters Score -56877.22 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -56931.898438 Penalty: 639.727539
	Iteration 4F: 3 clusters Score -56931.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -56961.960938 Penalty: 639.727539
	Iteration 5Q: 3 clusters Score -56961.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -56984.246094 Penalty: 639.727539
	Iteration 6Q: 3 clusters Score -56984.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -56999.800781 Penalty: 639.727539
	Iteration 7Q: 3 clusters Score -56999.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -57013.925781 Penalty: 639.727539
	Iteration 8Q: 3 clusters Score -57013.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -57031.250000 Penalty: 639.727539
	Iteration 9Q: 3 clusters Score -57031.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -57043.269531 Penalty: 639.727539
	Iteration 10Q: 3 clusters Score -57043.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -57048.609375 Penalty: 639.727539
	Iteration 11Q: 3 clusters Score -57048.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -57053.710938 Penalty: 639.727539
	Iteration 12Q: 3 clusters Score -57053.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -57056.601562 Penalty: 639.727539
	Iteration 13Q: 3 clusters Score -57056.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -57057.769531 Penalty: 639.727539
	Iteration 14Q: 3 clusters Score -57057.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -57060.242188 Penalty: 639.727539
	Iteration 15Q: 3 clusters Score -57060.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -57067.308594 Penalty: 639.727539
	Iteration 16Q: 3 clusters Score -57067.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -57081.835938 Penalty: 639.727539
	Iteration 17Q: 3 clusters Score -57081.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -57091.925781 Penalty: 639.727539
	Iteration 18Q: 3 clusters Score -57091.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -57099.226562 Penalty: 639.727539
	Iteration 19Q: 3 clusters Score -57099.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -57103.226562 Penalty: 639.727539
	Iteration 20F: 3 clusters Score -57103.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -57107.203125 Penalty: 639.727539
	Iteration 21Q: 3 clusters Score -57107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -57110.371094 Penalty: 639.727539
	Iteration 22Q: 3 clusters Score -57110.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -57111.101562 Penalty: 639.727539
	Iteration 23Q: 3 clusters Score -57111.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -57112.898438 Penalty: 639.727539
	Iteration 24Q: 3 clusters Score -57112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -57113.695312 Penalty: 639.727539
	Iteration 25Q: 3 clusters Score -57113.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -57113.695312 Penalty: 639.727539
	Iteration 26F: 3 clusters Score -57113.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (74 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Entering Unmasked Estep 
Score: -2291.147461 Penalty: 195.834961
	Iteration 0F: 2 clusters Score -2291.147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2165.257812 Penalty: 391.669922
	Iteration 0F: 3 clusters Score -2165.258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2212.965088 Penalty: 391.669922
	Iteration 1F: 3 clusters Score -2212.965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (305757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305757 members 
Entering Unmasked Estep 
Score: -16181692.000000 Penalty: 574.689819
	Iteration 0F: 2 clusters Score -1.618169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153056 members 
Mstep: Class 2 contains 152701 members 
Entering Unmasked Estep 
Score: -15993248.000000 Penalty: 1149.379639
	Iteration 0F: 3 clusters Score -1.599325e+07 nChanged 150642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170266 members 
Mstep: Class 2 contains 135491 members 
Entering Unmasked Estep 
Score: -16089745.000000 Penalty: 1149.379639
	Iteration 1F: 3 clusters Score -1.608974e+07 nChanged 15351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179971 members 
Mstep: Class 2 contains 125786 members 
Entering Unmasked Estep 
Score: -16096123.000000 Penalty: 1149.379639
	Iteration 2F: 3 clusters Score -1.609612e+07 nChanged 17938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192377 members 
Mstep: Class 2 contains 113380 members 
Entering Unmasked Estep 
Score: -16105965.000000 Penalty: 1149.379639
	Iteration 3F: 3 clusters Score -1.610596e+07 nChanged 19898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206703 members 
Mstep: Class 2 contains 99054 members 
Entering Unmasked Estep 
Score: -16121327.000000 Penalty: 1149.379639
	Iteration 4F: 3 clusters Score -1.612133e+07 nChanged 19484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220077 members 
Mstep: Class 2 contains 85680 members 
Entering Unmasked Estep 
Score: -16139937.000000 Penalty: 1149.379639
	Iteration 5F: 3 clusters Score -1.613994e+07 nChanged 16767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229520 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -16154141.000000 Penalty: 1149.379639
	Iteration 6F: 3 clusters Score -1.615414e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235837 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -16160295.000000 Penalty: 1149.379639
	Iteration 7Q: 3 clusters Score -1.61603e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241402 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -16163086.000000 Penalty: 1149.379639
	Iteration 8Q: 3 clusters Score -1.616309e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246886 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -16165229.000000 Penalty: 1149.379639
	Iteration 9Q: 3 clusters Score -1.616523e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252191 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -16167302.000000 Penalty: 1149.379639
	Iteration 10Q: 3 clusters Score -1.61673e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257398 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -16169188.000000 Penalty: 1149.379639
	Iteration 11Q: 3 clusters Score -1.616919e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262488 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -16171508.000000 Penalty: 1149.379639
	Iteration 12Q: 3 clusters Score -1.617151e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267446 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -16174704.000000 Penalty: 1149.379639
	Iteration 13Q: 3 clusters Score -1.61747e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272624 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -16178687.000000 Penalty: 1149.379639
	Iteration 14Q: 3 clusters Score -1.617869e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278383 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -16181705.000000 Penalty: 1149.379639
	Iteration 15Q: 3 clusters Score -1.61817e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284249 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -16183413.000000 Penalty: 1149.379639
	Iteration 16Q: 3 clusters Score -1.618341e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289803 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -16183909.000000 Penalty: 1149.379639
	Iteration 17Q: 3 clusters Score -1.618391e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294493 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -16183756.000000 Penalty: 1149.379639
	Iteration 18Q: 3 clusters Score -1.618376e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298251 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -16183092.000000 Penalty: 1149.379639
	Iteration 19Q: 3 clusters Score -1.618309e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301114 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -16182638.000000 Penalty: 1149.379639
	Iteration 20F: 3 clusters Score -1.618264e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303095 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -16182013.000000 Penalty: 1149.379639
	Iteration 21Q: 3 clusters Score -1.618201e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304342 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16181684.000000 Penalty: 1149.379639
	Iteration 22Q: 3 clusters Score -1.618168e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305062 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -16181496.000000 Penalty: 1149.379639
	Iteration 23Q: 3 clusters Score -1.61815e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305402 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -16181357.000000 Penalty: 1149.379639
	Iteration 24Q: 3 clusters Score -1.618136e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305570 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16181305.000000 Penalty: 1149.379639
	Iteration 25Q: 3 clusters Score -1.61813e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305631 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16181297.000000 Penalty: 1149.379639
	Iteration 26Q: 3 clusters Score -1.61813e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305662 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16181295.000000 Penalty: 1149.379639
	Iteration 27Q: 3 clusters Score -1.61813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305671 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16181303.000000 Penalty: 1149.379639
	Iteration 28Q: 3 clusters Score -1.61813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305673 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16181292.000000 Penalty: 1149.379639
	Iteration 29Q: 3 clusters Score -1.618129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305674 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16181302.000000 Penalty: 1149.379639
	Iteration 30Q: 3 clusters Score -1.61813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305674 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16181302.000000 Penalty: 1149.379639
	Iteration 31Q: 3 clusters Score -1.61813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305675 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16181302.000000 Penalty: 1149.379639
	Iteration 32Q: 3 clusters Score -1.61813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305675 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16181302.000000 Penalty: 1149.379639
	Iteration 33F: 3 clusters Score -1.61813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -8662.828125 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -8662.828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8382.196289 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -8382.196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8438.932617 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -8438.933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8454.428711 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -8454.429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8459.887695 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -8459.888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8464.771484 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -8464.771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8470.497070 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -8470.497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8471.542969 Penalty: 479.375092
	Iteration 6Q: 3 clusters Score -8471.543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8471.542969 Penalty: 479.375092
	Iteration 7F: 3 clusters Score -8471.543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -84989.992188 Penalty: 340.462006
	Iteration 0F: 2 clusters Score -84989.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -83713.820312 Penalty: 680.924011
	Iteration 0F: 3 clusters Score -83713.82 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -84143.101562 Penalty: 680.924011
	Iteration 1F: 3 clusters Score -84143.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -84187.492188 Penalty: 680.924011
	Iteration 2F: 3 clusters Score -84187.49 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -84207.937500 Penalty: 680.924011
	Iteration 3Q: 3 clusters Score -84207.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -84221.820312 Penalty: 680.924011
	Iteration 4Q: 3 clusters Score -84221.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -84233.796875 Penalty: 680.924011
	Iteration 5Q: 3 clusters Score -84233.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -84241.304688 Penalty: 680.924011
	Iteration 6Q: 3 clusters Score -84241.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -84249.468750 Penalty: 680.924011
	Iteration 7Q: 3 clusters Score -84249.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -84258.421875 Penalty: 680.924011
	Iteration 8Q: 3 clusters Score -84258.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -84269.734375 Penalty: 680.924011
	Iteration 9Q: 3 clusters Score -84269.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -84284.500000 Penalty: 680.924011
	Iteration 10Q: 3 clusters Score -84284.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -84294.015625 Penalty: 680.924011
	Iteration 11Q: 3 clusters Score -84294.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -84301.984375 Penalty: 680.924011
	Iteration 12Q: 3 clusters Score -84301.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -84315.523438 Penalty: 680.924011
	Iteration 13Q: 3 clusters Score -84315.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -84331.984375 Penalty: 680.924011
	Iteration 14Q: 3 clusters Score -84331.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -84353.234375 Penalty: 680.924011
	Iteration 15Q: 3 clusters Score -84353.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -84378.382812 Penalty: 680.924011
	Iteration 16Q: 3 clusters Score -84378.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -84414.656250 Penalty: 680.924011
	Iteration 17Q: 3 clusters Score -84414.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -84446.796875 Penalty: 680.924011
	Iteration 18Q: 3 clusters Score -84446.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -84480.062500 Penalty: 680.924011
	Iteration 19Q: 3 clusters Score -84480.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -84505.203125 Penalty: 680.924011
	Iteration 20F: 3 clusters Score -84505.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -84518.414062 Penalty: 680.924011
	Iteration 21Q: 3 clusters Score -84518.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -84533.929688 Penalty: 680.924011
	Iteration 22Q: 3 clusters Score -84533.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -84554.453125 Penalty: 680.924011
	Iteration 23Q: 3 clusters Score -84554.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -84574.460938 Penalty: 680.924011
	Iteration 24Q: 3 clusters Score -84574.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -84594.812500 Penalty: 680.924011
	Iteration 25Q: 3 clusters Score -84594.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -84613.554688 Penalty: 680.924011
	Iteration 26Q: 3 clusters Score -84613.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -84629.335938 Penalty: 680.924011
	Iteration 27Q: 3 clusters Score -84629.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -84650.984375 Penalty: 680.924011
	Iteration 28Q: 3 clusters Score -84650.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -84669.789062 Penalty: 680.924011
	Iteration 29Q: 3 clusters Score -84669.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -84687.437500 Penalty: 680.924011
	Iteration 30Q: 3 clusters Score -84687.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -84706.945312 Penalty: 680.924011
	Iteration 31Q: 3 clusters Score -84706.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -84726.843750 Penalty: 680.924011
	Iteration 32Q: 3 clusters Score -84726.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -84751.523438 Penalty: 680.924011
	Iteration 33Q: 3 clusters Score -84751.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -84784.851562 Penalty: 680.924011
	Iteration 34Q: 3 clusters Score -84784.85 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -84818.328125 Penalty: 680.924011
	Iteration 35Q: 3 clusters Score -84818.33 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -84841.140625 Penalty: 680.924011
	Iteration 36Q: 3 clusters Score -84841.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -84860.570312 Penalty: 680.924011
	Iteration 37Q: 3 clusters Score -84860.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -84879.367188 Penalty: 680.924011
	Iteration 38Q: 3 clusters Score -84879.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -84891.015625 Penalty: 680.924011
	Iteration 39Q: 3 clusters Score -84891.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -84910.445312 Penalty: 680.924011
	Iteration 40F: 3 clusters Score -84910.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -84924.781250 Penalty: 680.924011
	Iteration 41Q: 3 clusters Score -84924.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -84929.148438 Penalty: 680.924011
	Iteration 42Q: 3 clusters Score -84929.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -84932.484375 Penalty: 680.924011
	Iteration 43Q: 3 clusters Score -84932.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -84937.554688 Penalty: 680.924011
	Iteration 44Q: 3 clusters Score -84937.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -84939.859375 Penalty: 680.924011
	Iteration 45Q: 3 clusters Score -84939.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -84940.351562 Penalty: 680.924011
	Iteration 46Q: 3 clusters Score -84940.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -84940.351562 Penalty: 680.924011
	Iteration 47F: 3 clusters Score -84940.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -8094.387207 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -8094.387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7817.342285 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -7817.342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7904.752930 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -7904.753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7948.346191 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -7948.346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7982.065918 Penalty: 480.308441
	Iteration 3F: 3 clusters Score -7982.066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8018.733887 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -8018.734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8022.908203 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -8022.908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8024.393555 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -8024.394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8028.206543 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -8028.207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8028.206543 Penalty: 480.308441
	Iteration 8F: 3 clusters Score -8028.207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 59091 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 15685 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45809 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19527 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54444 members 
Mstep: Class 26 contains 877 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305757 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466376.000000 Penalty: 21605.181641
Iteration 479Q: 37 clusters Score -2.746638e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 59124 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 15671 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45803 members 
Mstep: Class 12 contains 2527 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19533 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 397 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1984 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54406 members 
Mstep: Class 26 contains 877 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305795 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466344.000000 Penalty: 21605.181641
Iteration 480F: 37 clusters Score -2.746634e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 59152 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45798 members 
Mstep: Class 12 contains 2509 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19541 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54363 members 
Mstep: Class 26 contains 877 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305839 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466346.000000 Penalty: 21605.181641
Iteration 481Q: 37 clusters Score -2.746635e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 59176 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 15640 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45784 members 
Mstep: Class 12 contains 2497 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19547 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1989 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54312 members 
Mstep: Class 26 contains 877 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305897 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466354.000000 Penalty: 21605.181641
Iteration 482Q: 37 clusters Score -2.746635e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 59204 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 15630 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45752 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19554 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54250 members 
Mstep: Class 26 contains 878 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305971 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1779 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466312.000000 Penalty: 21605.181641
Iteration 483Q: 37 clusters Score -2.746631e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 59232 members 
Mstep: Class 5 contains 2554 members 
Mstep: Class 6 contains 15623 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45723 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19563 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54180 members 
Mstep: Class 26 contains 879 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 306046 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1782 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466270.000000 Penalty: 21605.181641
Iteration 484Q: 37 clusters Score -2.746627e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 59259 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 15610 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45699 members 
Mstep: Class 12 contains 2467 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19571 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 409 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54114 members 
Mstep: Class 26 contains 879 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 306112 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1782 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466220.000000 Penalty: 21605.181641
Iteration 485Q: 37 clusters Score -2.746622e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 59288 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 15603 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45682 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19573 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54069 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 306149 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1782 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466166.000000 Penalty: 21605.181641
Iteration 486Q: 37 clusters Score -2.746617e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 59328 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 15595 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45674 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19578 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 54023 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 306168 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1782 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466166.000000 Penalty: 21605.181641
Iteration 487Q: 37 clusters Score -2.746617e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 59368 members 
Mstep: Class 5 contains 2553 members 
Mstep: Class 6 contains 15591 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45668 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19584 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 53984 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 306170 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1782 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466210.000000 Penalty: 21605.181641
Iteration 488Q: 37 clusters Score -2.746621e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 59412 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 15588 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45659 members 
Mstep: Class 12 contains 2467 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19598 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 53949 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 306153 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1782 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466172.000000 Penalty: 21605.181641
Iteration 489Q: 37 clusters Score -2.746617e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 59467 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 15586 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45655 members 
Mstep: Class 12 contains 2477 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19613 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 421 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 53917 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 306115 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1782 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466180.000000 Penalty: 21605.181641
Iteration 490Q: 37 clusters Score -2.746618e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 59518 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 15585 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45644 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19628 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 421 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 53886 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 306085 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1782 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466232.000000 Penalty: 21605.181641
Iteration 491Q: 37 clusters Score -2.746623e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 59570 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 15580 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45627 members 
Mstep: Class 12 contains 2494 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19636 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 53858 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 306071 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1782 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466222.000000 Penalty: 21605.181641
Iteration 492Q: 37 clusters Score -2.746622e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 59621 members 
Mstep: Class 5 contains 2553 members 
Mstep: Class 6 contains 15570 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45612 members 
Mstep: Class 12 contains 2496 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19650 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 421 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1981 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 53833 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 306053 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466252.000000 Penalty: 21605.181641
Iteration 493Q: 37 clusters Score -2.746625e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 59668 members 
Mstep: Class 5 contains 2554 members 
Mstep: Class 6 contains 15563 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45597 members 
Mstep: Class 12 contains 2507 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19661 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 53793 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1130 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 306046 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466304.000000 Penalty: 21605.181641
Iteration 494Q: 37 clusters Score -2.74663e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 59715 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 15560 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45587 members 
Mstep: Class 12 contains 2513 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19670 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 53749 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 306040 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466276.000000 Penalty: 21605.181641
Iteration 495Q: 37 clusters Score -2.746628e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 674 members 
Mstep: Class 4 contains 59754 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 15561 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45579 members 
Mstep: Class 12 contains 2523 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19680 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 53707 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 306028 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466238.000000 Penalty: 21605.181641
Iteration 496Q: 37 clusters Score -2.746624e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 674 members 
Mstep: Class 4 contains 59790 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 15561 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45568 members 
Mstep: Class 12 contains 2529 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19691 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 53672 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 306016 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466188.000000 Penalty: 21605.181641
Iteration 497Q: 37 clusters Score -2.746619e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 674 members 
Mstep: Class 4 contains 59828 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 15557 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45565 members 
Mstep: Class 12 contains 2525 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19699 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 430 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1984 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 53646 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 306004 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466212.000000 Penalty: 21605.181641
Iteration 498Q: 37 clusters Score -2.746621e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 674 members 
Mstep: Class 4 contains 59858 members 
Mstep: Class 5 contains 2553 members 
Mstep: Class 6 contains 15556 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45561 members 
Mstep: Class 12 contains 2521 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19709 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 53617 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 305996 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466192.000000 Penalty: 21605.181641
Iteration 499Q: 37 clusters Score -2.746619e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2546 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 674 members 
Mstep: Class 4 contains 59888 members 
Mstep: Class 5 contains 2554 members 
Mstep: Class 6 contains 15555 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 272 members 
Mstep: Class 11 contains 45553 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 19715 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 53587 members 
Mstep: Class 26 contains 880 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 545 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 74 members 
Mstep: Class 33 contains 306002 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466220.000000 Penalty: 21605.181641
Iteration 500F: 37 clusters Score -2.746622e+07 nChanged 118
Maximum iterations exceeded
--- Evaluating fit on full set of 1604928 points ---
Entering Unmasked Estep 
Score: -82552776.000000 Penalty: 23404.708984
22->37 Clusters: Score -82552776.000000, best is -82580248.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 534976 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 24178 members 
Mstep: Class 3 contains 23972 members 
Mstep: Class 4 contains 24236 members 
Mstep: Class 5 contains 23947 members 
Mstep: Class 6 contains 24088 members 
Mstep: Class 7 contains 24507 members 
Mstep: Class 8 contains 24423 members 
Mstep: Class 9 contains 24262 members 
Mstep: Class 10 contains 24490 members 
Mstep: Class 11 contains 24248 members 
Mstep: Class 12 contains 24180 members 
Mstep: Class 13 contains 24475 members 
Mstep: Class 14 contains 24526 members 
Mstep: Class 15 contains 24356 members 
Mstep: Class 16 contains 24456 members 
Mstep: Class 17 contains 24359 members 
Mstep: Class 18 contains 24199 members 
Mstep: Class 19 contains 24231 members 
Mstep: Class 20 contains 24738 members 
Mstep: Class 21 contains 24336 members 
Mstep: Class 22 contains 24382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 16.154520 but Gain 600.144531
Score: -21200500.000000 Penalty: 12603.022461
Iteration 0F: 22 clusters Score -2.12005e+07 nChanged 510735
Entering Unmasked Mstep 
Mstep: Class 0 contains 5533 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 883 members 
Mstep: Class 3 contains 14971 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 986 members 
Mstep: Class 6 contains 776 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 1213 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 3625 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 14 contains 171 members 
Mstep: Class 15 contains 470066 members 
Mstep: Class 16 contains 10248 members 
Mstep: Class 17 contains 852 members 
Mstep: Class 18 contains 4522 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 94 members 
Mstep: Class 22 contains 2975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 127.368973 but Gain 600.143555
Score: -26973896.000000 Penalty: 12002.878906
Iteration 1F: 21 clusters Score -2.69739e+07 nChanged 47508
Entering Unmasked Mstep 
Mstep: Class 0 contains 4126 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 9150 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 1539 members 
Mstep: Class 8 contains 2489 members 
Mstep: Class 9 contains 3431 members 
Mstep: Class 10 contains 5861 members 
Mstep: Class 11 contains 1301 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 92 members 
Mstep: Class 15 contains 480467 members 
Mstep: Class 16 contains 11146 members 
Mstep: Class 17 contains 932 members 
Mstep: Class 18 contains 2079 members 
Mstep: Class 19 contains 129 members 
Mstep: Class 20 contains 2849 members 
Mstep: Class 21 contains 44 members 
Mstep: Class 22 contains 4044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 119.068024 but Gain 600.144531
Score: -27139740.000000 Penalty: 11402.734375
Iteration 2F: 20 clusters Score -2.713974e+07 nChanged 21874
Entering Unmasked Mstep 
Mstep: Class 0 contains 3210 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 431 members 
Mstep: Class 3 contains 9536 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 1960 members 
Mstep: Class 8 contains 1212 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 8961 members 
Mstep: Class 11 contains 673 members 
Mstep: Class 12 contains 542 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 71 members 
Mstep: Class 15 contains 471665 members 
Mstep: Class 16 contains 15818 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 1689 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 22 contains 4366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 242.872574 but Gain 600.143555
Score: -27185174.000000 Penalty: 10802.590820
Iteration 3Q: 19 clusters Score -2.718517e+07 nChanged 15505
Entering Unmasked Mstep 
Mstep: Class 0 contains 3191 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 10256 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 5 contains 2005 members 
Mstep: Class 8 contains 911 members 
Mstep: Class 9 contains 6293 members 
Mstep: Class 10 contains 11935 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 14 contains 85 members 
Mstep: Class 15 contains 463469 members 
Mstep: Class 16 contains 20407 members 
Mstep: Class 17 contains 859 members 
Mstep: Class 18 contains 1887 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 3030 members 
Mstep: Class 22 contains 4284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 487.973846 but Gain 600.143555
Score: -27205584.000000 Penalty: 10202.447266
Iteration 4Q: 18 clusters Score -2.720558e+07 nChanged 12788
Entering Unmasked Mstep 
Mstep: Class 0 contains 3193 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 10286 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 1749 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 6360 members 
Mstep: Class 10 contains 14885 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 15 contains 456595 members 
Mstep: Class 16 contains 24609 members 
Mstep: Class 17 contains 859 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 183 members 
Mstep: Class 20 contains 2664 members 
Mstep: Class 22 contains 4401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27220118.000000 Penalty: 10202.447266
Iteration 5Q: 18 clusters Score -2.722012e+07 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 3194 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1669 members 
Mstep: Class 3 contains 9587 members 
Mstep: Class 4 contains 1178 members 
Mstep: Class 5 contains 1414 members 
Mstep: Class 8 contains 842 members 
Mstep: Class 9 contains 6338 members 
Mstep: Class 10 contains 17955 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 15 contains 450430 members 
Mstep: Class 16 contains 28519 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2253 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 22 contains 4672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27230784.000000 Penalty: 10202.447266
Iteration 6Q: 18 clusters Score -2.723078e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 3194 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 8541 members 
Mstep: Class 4 contains 972 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 6288 members 
Mstep: Class 10 contains 20909 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 255 members 
Mstep: Class 15 contains 445075 members 
Mstep: Class 16 contains 31921 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2391 members 
Mstep: Class 19 contains 193 members 
Mstep: Class 20 contains 1911 members 
Mstep: Class 22 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27239052.000000 Penalty: 10202.447266
Iteration 7Q: 18 clusters Score -2.723905e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 3194 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2517 members 
Mstep: Class 3 contains 7407 members 
Mstep: Class 4 contains 806 members 
Mstep: Class 5 contains 932 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 6244 members 
Mstep: Class 10 contains 23724 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 15 contains 440310 members 
Mstep: Class 16 contains 34785 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2446 members 
Mstep: Class 19 contains 193 members 
Mstep: Class 20 contains 1496 members 
Mstep: Class 22 contains 5652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27246804.000000 Penalty: 10202.447266
Iteration 8Q: 18 clusters Score -2.72468e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 3194 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 6372 members 
Mstep: Class 4 contains 662 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 6218 members 
Mstep: Class 10 contains 26356 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 331 members 
Mstep: Class 15 contains 436076 members 
Mstep: Class 16 contains 37149 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 193 members 
Mstep: Class 20 contains 1072 members 
Mstep: Class 22 contains 6236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27252828.000000 Penalty: 10202.447266
Iteration 9Q: 18 clusters Score -2.725283e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 3194 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3119 members 
Mstep: Class 3 contains 5420 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 8 contains 798 members 
Mstep: Class 9 contains 6198 members 
Mstep: Class 10 contains 28730 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 15 contains 432164 members 
Mstep: Class 16 contains 39265 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2430 members 
Mstep: Class 19 contains 193 members 
Mstep: Class 20 contains 736 members 
Mstep: Class 22 contains 6767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 462.089661 but Gain 600.144531
Score: -27258590.000000 Penalty: 9602.302734
Iteration 10Q: 17 clusters Score -2.725859e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 3194 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3352 members 
Mstep: Class 3 contains 4695 members 
Mstep: Class 4 contains 438 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 8 contains 796 members 
Mstep: Class 9 contains 6173 members 
Mstep: Class 10 contains 30780 members 
Mstep: Class 11 contains 358 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 15 contains 428726 members 
Mstep: Class 16 contains 41310 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 194 members 
Mstep: Class 22 contains 7374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 506.673340 but Gain 600.143555
Score: -27263702.000000 Penalty: 9002.159180
Iteration 11Q: 16 clusters Score -2.72637e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 3194 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3552 members 
Mstep: Class 3 contains 4042 members 
Mstep: Class 5 contains 993 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 6156 members 
Mstep: Class 10 contains 32701 members 
Mstep: Class 11 contains 403 members 
Mstep: Class 12 contains 458 members 
Mstep: Class 15 contains 425533 members 
Mstep: Class 16 contains 42794 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 194 members 
Mstep: Class 22 contains 7909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27268356.000000 Penalty: 9002.159180
Iteration 12Q: 16 clusters Score -2.726836e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 3194 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3666 members 
Mstep: Class 3 contains 3517 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 6124 members 
Mstep: Class 10 contains 34346 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 483 members 
Mstep: Class 15 contains 422713 members 
Mstep: Class 16 contains 43893 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 193 members 
Mstep: Class 22 contains 8265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27270966.000000 Penalty: 9002.159180
Iteration 13Q: 16 clusters Score -2.727097e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3712 members 
Mstep: Class 3 contains 3125 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 8 contains 798 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 35813 members 
Mstep: Class 11 contains 469 members 
Mstep: Class 12 contains 494 members 
Mstep: Class 15 contains 420129 members 
Mstep: Class 16 contains 44907 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2322 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 22 contains 8548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27273694.000000 Penalty: 9002.159180
Iteration 14Q: 16 clusters Score -2.727369e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 2780 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 6032 members 
Mstep: Class 10 contains 37196 members 
Mstep: Class 11 contains 508 members 
Mstep: Class 12 contains 505 members 
Mstep: Class 15 contains 417748 members 
Mstep: Class 16 contains 45807 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 22 contains 8769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27275998.000000 Penalty: 9002.159180
Iteration 15Q: 16 clusters Score -2.7276e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3713 members 
Mstep: Class 3 contains 2500 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 5976 members 
Mstep: Class 10 contains 38531 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 509 members 
Mstep: Class 15 contains 415469 members 
Mstep: Class 16 contains 46653 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2285 members 
Mstep: Class 19 contains 193 members 
Mstep: Class 22 contains 8913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27278178.000000 Penalty: 9002.159180
Iteration 16Q: 16 clusters Score -2.727818e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3672 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 5 contains 2073 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 5916 members 
Mstep: Class 10 contains 39802 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 513 members 
Mstep: Class 15 contains 413302 members 
Mstep: Class 16 contains 47398 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2280 members 
Mstep: Class 19 contains 194 members 
Mstep: Class 22 contains 9048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27280272.000000 Penalty: 9002.159180
Iteration 17Q: 16 clusters Score -2.728027e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3625 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 5 contains 2384 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 5882 members 
Mstep: Class 10 contains 41013 members 
Mstep: Class 11 contains 676 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 15 contains 411188 members 
Mstep: Class 16 contains 48129 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2285 members 
Mstep: Class 19 contains 194 members 
Mstep: Class 22 contains 9166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27282484.000000 Penalty: 9002.159180
Iteration 18Q: 16 clusters Score -2.728248e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3575 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 5 contains 2685 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 5873 members 
Mstep: Class 10 contains 42168 members 
Mstep: Class 11 contains 725 members 
Mstep: Class 12 contains 529 members 
Mstep: Class 15 contains 409179 members 
Mstep: Class 16 contains 48809 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 2289 members 
Mstep: Class 19 contains 194 members 
Mstep: Class 22 contains 9265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27284860.000000 Penalty: 9002.159180
Iteration 19Q: 16 clusters Score -2.728486e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3511 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 5 contains 2988 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 5866 members 
Mstep: Class 10 contains 43330 members 
Mstep: Class 11 contains 769 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 15 contains 407218 members 
Mstep: Class 16 contains 49409 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2296 members 
Mstep: Class 19 contains 195 members 
Mstep: Class 22 contains 9356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27289526.000000 Penalty: 9002.159180
Iteration 20F: 16 clusters Score -2.728953e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 3123 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 1461 members 
Mstep: Class 5 contains 3598 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 5772 members 
Mstep: Class 10 contains 44324 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 552 members 
Mstep: Class 15 contains 403749 members 
Mstep: Class 16 contains 49956 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2296 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 22 contains 9312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27294720.000000 Penalty: 9002.159180
Iteration 21Q: 16 clusters Score -2.729472e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 6760 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 5 contains 4152 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 45280 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 575 members 
Mstep: Class 15 contains 400151 members 
Mstep: Class 16 contains 50335 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 22 contains 9314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27299980.000000 Penalty: 9002.159180
Iteration 22Q: 16 clusters Score -2.729998e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 8758 members 
Mstep: Class 3 contains 1220 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 46123 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 15 contains 396681 members 
Mstep: Class 16 contains 50521 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 22 contains 9319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27304362.000000 Penalty: 9002.159180
Iteration 23Q: 16 clusters Score -2.730436e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 5 contains 5272 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 46882 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 15 contains 393120 members 
Mstep: Class 16 contains 50671 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 22 contains 9302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27308422.000000 Penalty: 9002.159180
Iteration 24Q: 16 clusters Score -2.730842e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 13297 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 5 contains 5774 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 47649 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 15 contains 389614 members 
Mstep: Class 16 contains 50706 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 22 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27313088.000000 Penalty: 9002.159180
Iteration 25Q: 16 clusters Score -2.731309e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 15621 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 5 contains 6267 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 5432 members 
Mstep: Class 10 contains 48272 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 15 contains 386332 members 
Mstep: Class 16 contains 50652 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2324 members 
Mstep: Class 19 contains 204 members 
Mstep: Class 22 contains 9266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27316826.000000 Penalty: 9002.159180
Iteration 26Q: 16 clusters Score -2.731683e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 17948 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 5424 members 
Mstep: Class 10 contains 48882 members 
Mstep: Class 11 contains 1145 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 15 contains 383105 members 
Mstep: Class 16 contains 50516 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2313 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 22 contains 9259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27321160.000000 Penalty: 9002.159180
Iteration 27Q: 16 clusters Score -2.732116e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 20101 members 
Mstep: Class 3 contains 938 members 
Mstep: Class 5 contains 7169 members 
Mstep: Class 8 contains 808 members 
Mstep: Class 9 contains 5428 members 
Mstep: Class 10 contains 49536 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 15 contains 380149 members 
Mstep: Class 16 contains 50295 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 204 members 
Mstep: Class 22 contains 9252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27324468.000000 Penalty: 9002.159180
Iteration 28Q: 16 clusters Score -2.732447e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 21979 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 8 contains 808 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 50259 members 
Mstep: Class 11 contains 1158 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 15 contains 377474 members 
Mstep: Class 16 contains 50049 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2330 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 22 contains 9243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27327030.000000 Penalty: 9002.159180
Iteration 29Q: 16 clusters Score -2.732703e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 23641 members 
Mstep: Class 3 contains 867 members 
Mstep: Class 5 contains 7886 members 
Mstep: Class 8 contains 808 members 
Mstep: Class 9 contains 5424 members 
Mstep: Class 10 contains 50948 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 15 contains 375029 members 
Mstep: Class 16 contains 49805 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 22 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27328904.000000 Penalty: 9002.159180
Iteration 30Q: 16 clusters Score -2.73289e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 25062 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 51759 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 15 contains 372692 members 
Mstep: Class 16 contains 49600 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 22 contains 9194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27330392.000000 Penalty: 9002.159180
Iteration 31Q: 16 clusters Score -2.733039e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 26321 members 
Mstep: Class 3 contains 840 members 
Mstep: Class 5 contains 8558 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 5424 members 
Mstep: Class 10 contains 52693 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 15 contains 370374 members 
Mstep: Class 16 contains 49433 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 22 contains 9176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27332258.000000 Penalty: 9002.159180
Iteration 32Q: 16 clusters Score -2.733226e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 27404 members 
Mstep: Class 3 contains 837 members 
Mstep: Class 5 contains 8828 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 53669 members 
Mstep: Class 11 contains 1152 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 15 contains 368174 members 
Mstep: Class 16 contains 49313 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 22 contains 9160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27335408.000000 Penalty: 9002.159180
Iteration 33Q: 16 clusters Score -2.733541e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 28349 members 
Mstep: Class 3 contains 837 members 
Mstep: Class 5 contains 9093 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 54645 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 15 contains 366153 members 
Mstep: Class 16 contains 49153 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 22 contains 9153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27338438.000000 Penalty: 9002.159180
Iteration 34Q: 16 clusters Score -2.733844e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 29136 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 5 contains 9350 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 55716 members 
Mstep: Class 11 contains 1145 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 15 contains 364196 members 
Mstep: Class 16 contains 49000 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2389 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 22 contains 9149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27340806.000000 Penalty: 9002.159180
Iteration 35Q: 16 clusters Score -2.734081e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 29853 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 5 contains 9581 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 5421 members 
Mstep: Class 10 contains 56883 members 
Mstep: Class 11 contains 1140 members 
Mstep: Class 12 contains 586 members 
Mstep: Class 15 contains 362301 members 
Mstep: Class 16 contains 48799 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2387 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 22 contains 9143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27342834.000000 Penalty: 9002.159180
Iteration 36Q: 16 clusters Score -2.734283e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 30471 members 
Mstep: Class 3 contains 823 members 
Mstep: Class 5 contains 9816 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 58036 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 588 members 
Mstep: Class 15 contains 360495 members 
Mstep: Class 16 contains 48610 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2387 members 
Mstep: Class 19 contains 199 members 
Mstep: Class 22 contains 9138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27344984.000000 Penalty: 9002.159180
Iteration 37Q: 16 clusters Score -2.734498e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 31008 members 
Mstep: Class 3 contains 818 members 
Mstep: Class 5 contains 10039 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 5425 members 
Mstep: Class 10 contains 59219 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 589 members 
Mstep: Class 15 contains 358719 members 
Mstep: Class 16 contains 48458 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2385 members 
Mstep: Class 19 contains 198 members 
Mstep: Class 22 contains 9131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27346922.000000 Penalty: 9002.159180
Iteration 38Q: 16 clusters Score -2.734692e+07 nChanged 2723
Entering ConstructFrom: 
Score: -27346922.000000 Penalty: 9002.159180
Entering ConstructFrom: 
Trying to split cluster 1 (3077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Entering Unmasked Estep 
Score: -121865.703125 Penalty: 365.442841
	Iteration 0F: 2 clusters Score -121865.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -119934.484375 Penalty: 730.885681
	Iteration 0F: 3 clusters Score -119934.5 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -122467.476562 Penalty: 730.885681
	Iteration 1F: 3 clusters Score -122467.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -124054.953125 Penalty: 730.885681
	Iteration 2F: 3 clusters Score -124055 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -124562.515625 Penalty: 730.885681
	Iteration 3F: 3 clusters Score -124562.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124725.820312 Penalty: 730.885681
	Iteration 4Q: 3 clusters Score -124725.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -124805.515625 Penalty: 730.885681
	Iteration 5Q: 3 clusters Score -124805.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -124853.921875 Penalty: 730.885681
	Iteration 6Q: 3 clusters Score -124853.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -124889.812500 Penalty: 730.885681
	Iteration 7Q: 3 clusters Score -124889.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -124923.867188 Penalty: 730.885681
	Iteration 8Q: 3 clusters Score -124923.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -124979.640625 Penalty: 730.885681
	Iteration 9Q: 3 clusters Score -124979.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -125021.796875 Penalty: 730.885681
	Iteration 10Q: 3 clusters Score -125021.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -125043.765625 Penalty: 730.885681
	Iteration 11Q: 3 clusters Score -125043.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -125068.500000 Penalty: 730.885681
	Iteration 12Q: 3 clusters Score -125068.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -125127.929688 Penalty: 730.885681
	Iteration 13Q: 3 clusters Score -125127.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -125230.343750 Penalty: 730.885681
	Iteration 14Q: 3 clusters Score -125230.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -125320.367188 Penalty: 730.885681
	Iteration 15Q: 3 clusters Score -125320.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -125375.546875 Penalty: 730.885681
	Iteration 16Q: 3 clusters Score -125375.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -125415.140625 Penalty: 730.885681
	Iteration 17Q: 3 clusters Score -125415.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -125475.054688 Penalty: 730.885681
	Iteration 18Q: 3 clusters Score -125475.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -125532.062500 Penalty: 730.885681
	Iteration 19Q: 3 clusters Score -125532.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -125564.000000 Penalty: 730.885681
	Iteration 20F: 3 clusters Score -125564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -125582.445312 Penalty: 730.885681
	Iteration 21Q: 3 clusters Score -125582.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -125583.960938 Penalty: 730.885681
	Iteration 22Q: 3 clusters Score -125584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -125587.632812 Penalty: 730.885681
	Iteration 23Q: 3 clusters Score -125587.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -125591.601562 Penalty: 730.885681
	Iteration 24Q: 3 clusters Score -125591.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -125593.773438 Penalty: 730.885681
	Iteration 25Q: 3 clusters Score -125593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -125599.625000 Penalty: 730.885681
	Iteration 26Q: 3 clusters Score -125599.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -125600.171875 Penalty: 730.885681
	Iteration 27Q: 3 clusters Score -125600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -125600.171875 Penalty: 730.885681
	Iteration 28F: 3 clusters Score -125600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31485 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 5427 members 
Mstep: Class 10 contains 60441 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 589 members 
Mstep: Class 15 contains 356946 members 
Mstep: Class 16 contains 48337 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 198 members 
Mstep: Class 22 contains 9123 members 
Entering Unmasked Estep 
Score: -27352136.000000 Penalty: 9602.302734
Splitting cluster 1 changes total score from -27346922.000000 to -27352136.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (31485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Entering Unmasked Estep 
Score: -1752723.875000 Penalty: 471.255615
	Iteration 0F: 2 clusters Score -1752724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -1731678.750000 Penalty: 942.511230
	Iteration 0F: 3 clusters Score -1731679 nChanged 15070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1740723.625000 Penalty: 942.511230
	Iteration 1F: 3 clusters Score -1740724 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -1741490.125000 Penalty: 942.511230
	Iteration 2F: 3 clusters Score -1741490 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -1742478.375000 Penalty: 942.511230
	Iteration 3F: 3 clusters Score -1742478 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1743688.375000 Penalty: 942.511230
	Iteration 4F: 3 clusters Score -1743688 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1745122.000000 Penalty: 942.511230
	Iteration 5F: 3 clusters Score -1745122 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -1746789.875000 Penalty: 942.511230
	Iteration 6F: 3 clusters Score -1746790 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -1748212.875000 Penalty: 942.511230
	Iteration 7F: 3 clusters Score -1748213 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -1749024.000000 Penalty: 942.511230
	Iteration 8Q: 3 clusters Score -1749024 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -1749455.750000 Penalty: 942.511230
	Iteration 9Q: 3 clusters Score -1749456 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -1749772.875000 Penalty: 942.511230
	Iteration 10Q: 3 clusters Score -1749773 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -1750018.000000 Penalty: 942.511230
	Iteration 11Q: 3 clusters Score -1750018 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -1750196.500000 Penalty: 942.511230
	Iteration 12Q: 3 clusters Score -1750196 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -1750340.625000 Penalty: 942.511230
	Iteration 13Q: 3 clusters Score -1750341 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -1750472.375000 Penalty: 942.511230
	Iteration 14Q: 3 clusters Score -1750472 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -1750580.500000 Penalty: 942.511230
	Iteration 15Q: 3 clusters Score -1750580 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -1750669.375000 Penalty: 942.511230
	Iteration 16Q: 3 clusters Score -1750669 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -1750751.250000 Penalty: 942.511230
	Iteration 17Q: 3 clusters Score -1750751 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -1750836.375000 Penalty: 942.511230
	Iteration 18Q: 3 clusters Score -1750836 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -1750920.375000 Penalty: 942.511230
	Iteration 19Q: 3 clusters Score -1750920 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -1750994.625000 Penalty: 942.511230
	Iteration 20F: 3 clusters Score -1750995 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -1751073.750000 Penalty: 942.511230
	Iteration 21Q: 3 clusters Score -1751074 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -1751172.125000 Penalty: 942.511230
	Iteration 22Q: 3 clusters Score -1751172 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -1751255.375000 Penalty: 942.511230
	Iteration 23Q: 3 clusters Score -1751255 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -1751342.875000 Penalty: 942.511230
	Iteration 24Q: 3 clusters Score -1751343 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -1751438.375000 Penalty: 942.511230
	Iteration 25Q: 3 clusters Score -1751438 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -1751515.500000 Penalty: 942.511230
	Iteration 26Q: 3 clusters Score -1751516 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -1751602.375000 Penalty: 942.511230
	Iteration 27Q: 3 clusters Score -1751602 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -1751696.875000 Penalty: 942.511230
	Iteration 28Q: 3 clusters Score -1751697 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -1751761.125000 Penalty: 942.511230
	Iteration 29Q: 3 clusters Score -1751761 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -1751826.375000 Penalty: 942.511230
	Iteration 30Q: 3 clusters Score -1751826 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -1751877.000000 Penalty: 942.511230
	Iteration 31Q: 3 clusters Score -1751877 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -1751935.875000 Penalty: 942.511230
	Iteration 32Q: 3 clusters Score -1751936 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -1751995.375000 Penalty: 942.511230
	Iteration 33Q: 3 clusters Score -1751995 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -1752048.375000 Penalty: 942.511230
	Iteration 34Q: 3 clusters Score -1752048 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -1752103.500000 Penalty: 942.511230
	Iteration 35Q: 3 clusters Score -1752104 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -1752154.875000 Penalty: 942.511230
	Iteration 36Q: 3 clusters Score -1752155 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -1752188.750000 Penalty: 942.511230
	Iteration 37Q: 3 clusters Score -1752189 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -1752217.625000 Penalty: 942.511230
	Iteration 38Q: 3 clusters Score -1752218 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -1752250.375000 Penalty: 942.511230
	Iteration 39Q: 3 clusters Score -1752250 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -1752284.250000 Penalty: 942.511230
	Iteration 40F: 3 clusters Score -1752284 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -1752322.375000 Penalty: 942.511230
	Iteration 41Q: 3 clusters Score -1752322 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -1752344.250000 Penalty: 942.511230
	Iteration 42Q: 3 clusters Score -1752344 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -1752365.875000 Penalty: 942.511230
	Iteration 43Q: 3 clusters Score -1752366 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -1752384.500000 Penalty: 942.511230
	Iteration 44Q: 3 clusters Score -1752384 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -1752402.500000 Penalty: 942.511230
	Iteration 45Q: 3 clusters Score -1752402 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -1752417.750000 Penalty: 942.511230
	Iteration 46Q: 3 clusters Score -1752418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -1752430.000000 Penalty: 942.511230
	Iteration 47Q: 3 clusters Score -1752430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -1752437.625000 Penalty: 942.511230
	Iteration 48Q: 3 clusters Score -1752438 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -1752453.000000 Penalty: 942.511230
	Iteration 49Q: 3 clusters Score -1752453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -1752457.375000 Penalty: 942.511230
	Iteration 50Q: 3 clusters Score -1752457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -1752461.875000 Penalty: 942.511230
	Iteration 51Q: 3 clusters Score -1752462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -1752462.125000 Penalty: 942.511230
	Iteration 52Q: 3 clusters Score -1752462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -1752473.875000 Penalty: 942.511230
	Iteration 53Q: 3 clusters Score -1752474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -1752478.125000 Penalty: 942.511230
	Iteration 54Q: 3 clusters Score -1752478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -1752475.875000 Penalty: 942.511230
	Iteration 55Q: 3 clusters Score -1752476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -1752476.375000 Penalty: 942.511230
	Iteration 56Q: 3 clusters Score -1752476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -1752480.375000 Penalty: 942.511230
	Iteration 57Q: 3 clusters Score -1752480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -1752482.125000 Penalty: 942.511230
	Iteration 58Q: 3 clusters Score -1752482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -1752484.875000 Penalty: 942.511230
	Iteration 59Q: 3 clusters Score -1752485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -1752485.750000 Penalty: 942.511230
	Iteration 60F: 3 clusters Score -1752486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -1752487.625000 Penalty: 942.511230
	Iteration 61Q: 3 clusters Score -1752488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -1752488.625000 Penalty: 942.511230
	Iteration 62Q: 3 clusters Score -1752489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -1752490.000000 Penalty: 942.511230
	Iteration 63Q: 3 clusters Score -1752490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -1752493.375000 Penalty: 942.511230
	Iteration 64Q: 3 clusters Score -1752493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -1752496.500000 Penalty: 942.511230
	Iteration 65Q: 3 clusters Score -1752496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -1752498.375000 Penalty: 942.511230
	Iteration 66Q: 3 clusters Score -1752498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -1752496.625000 Penalty: 942.511230
	Iteration 67Q: 3 clusters Score -1752497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -1752497.500000 Penalty: 942.511230
	Iteration 68Q: 3 clusters Score -1752498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -1752497.500000 Penalty: 942.511230
	Iteration 69Q: 3 clusters Score -1752498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -1752497.500000 Penalty: 942.511230
	Iteration 70Q: 3 clusters Score -1752498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -1752498.625000 Penalty: 942.511230
	Iteration 71Q: 3 clusters Score -1752499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -1752500.875000 Penalty: 942.511230
	Iteration 72Q: 3 clusters Score -1752501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -1752496.375000 Penalty: 942.511230
	Iteration 73Q: 3 clusters Score -1752496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -1752497.375000 Penalty: 942.511230
	Iteration 74Q: 3 clusters Score -1752497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -1752501.250000 Penalty: 942.511230
	Iteration 75Q: 3 clusters Score -1752501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -1752500.375000 Penalty: 942.511230
	Iteration 76Q: 3 clusters Score -1752500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -1752500.500000 Penalty: 942.511230
	Iteration 77Q: 3 clusters Score -1752500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -1752502.750000 Penalty: 942.511230
	Iteration 78Q: 3 clusters Score -1752503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -1752502.625000 Penalty: 942.511230
	Iteration 79Q: 3 clusters Score -1752503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -1752503.000000 Penalty: 942.511230
	Iteration 80F: 3 clusters Score -1752503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -1752503.000000 Penalty: 942.511230
	Iteration 81Q: 3 clusters Score -1752503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -1752502.875000 Penalty: 942.511230
	Iteration 82Q: 3 clusters Score -1752503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -1752507.125000 Penalty: 942.511230
	Iteration 83Q: 3 clusters Score -1752507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -1752506.250000 Penalty: 942.511230
	Iteration 84Q: 3 clusters Score -1752506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -1752508.750000 Penalty: 942.511230
	Iteration 85Q: 3 clusters Score -1752509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -1752507.875000 Penalty: 942.511230
	Iteration 86Q: 3 clusters Score -1752508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -1752508.750000 Penalty: 942.511230
	Iteration 87Q: 3 clusters Score -1752509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -1752506.750000 Penalty: 942.511230
	Iteration 88Q: 3 clusters Score -1752507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -1752505.750000 Penalty: 942.511230
	Iteration 89Q: 3 clusters Score -1752506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -1752505.000000 Penalty: 942.511230
	Iteration 90Q: 3 clusters Score -1752505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -1752506.875000 Penalty: 942.511230
	Iteration 91Q: 3 clusters Score -1752507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -1752506.000000 Penalty: 942.511230
	Iteration 92Q: 3 clusters Score -1752506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -1752506.000000 Penalty: 942.511230
	Iteration 93F: 3 clusters Score -1752506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -43920.734375 Penalty: 304.939209
	Iteration 0F: 2 clusters Score -43920.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -43233.527344 Penalty: 609.878418
	Iteration 0F: 3 clusters Score -43233.53 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -43411.183594 Penalty: 609.878418
	Iteration 1F: 3 clusters Score -43411.18 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -43445.671875 Penalty: 609.878418
	Iteration 2F: 3 clusters Score -43445.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -43474.406250 Penalty: 609.878418
	Iteration 3Q: 3 clusters Score -43474.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -43499.195312 Penalty: 609.878418
	Iteration 4Q: 3 clusters Score -43499.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -43525.179688 Penalty: 609.878418
	Iteration 5Q: 3 clusters Score -43525.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -43558.855469 Penalty: 609.878418
	Iteration 6Q: 3 clusters Score -43558.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -43589.476562 Penalty: 609.878418
	Iteration 7Q: 3 clusters Score -43589.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -43604.625000 Penalty: 609.878418
	Iteration 8Q: 3 clusters Score -43604.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -43616.382812 Penalty: 609.878418
	Iteration 9Q: 3 clusters Score -43616.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -43628.644531 Penalty: 609.878418
	Iteration 10Q: 3 clusters Score -43628.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -43639.140625 Penalty: 609.878418
	Iteration 11Q: 3 clusters Score -43639.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -43646.472656 Penalty: 609.878418
	Iteration 12Q: 3 clusters Score -43646.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -43650.011719 Penalty: 609.878418
	Iteration 13Q: 3 clusters Score -43650.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -43652.101562 Penalty: 609.878418
	Iteration 14Q: 3 clusters Score -43652.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -43655.394531 Penalty: 609.878418
	Iteration 15Q: 3 clusters Score -43655.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -43658.730469 Penalty: 609.878418
	Iteration 16Q: 3 clusters Score -43658.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -43661.984375 Penalty: 609.878418
	Iteration 17Q: 3 clusters Score -43661.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -43664.011719 Penalty: 609.878418
	Iteration 18Q: 3 clusters Score -43664.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -43665.542969 Penalty: 609.878418
	Iteration 19Q: 3 clusters Score -43665.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -43666.714844 Penalty: 609.878418
	Iteration 20F: 3 clusters Score -43666.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -43666.902344 Penalty: 609.878418
	Iteration 21Q: 3 clusters Score -43666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -43668.011719 Penalty: 609.878418
	Iteration 22Q: 3 clusters Score -43668.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -43668.218750 Penalty: 609.878418
	Iteration 23Q: 3 clusters Score -43668.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -43668.218750 Penalty: 609.878418
	Iteration 24F: 3 clusters Score -43668.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Entering Unmasked Estep 
Score: -530202.375000 Penalty: 420.211761
	Iteration 0F: 2 clusters Score -530202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -523394.437500 Penalty: 840.423523
	Iteration 0F: 3 clusters Score -523394.4 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -526433.187500 Penalty: 840.423523
	Iteration 1F: 3 clusters Score -526433.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -526788.562500 Penalty: 840.423523
	Iteration 2F: 3 clusters Score -526788.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -527223.812500 Penalty: 840.423523
	Iteration 3F: 3 clusters Score -527223.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -527738.562500 Penalty: 840.423523
	Iteration 4F: 3 clusters Score -527738.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -528208.062500 Penalty: 840.423523
	Iteration 5F: 3 clusters Score -528208.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -528544.687500 Penalty: 840.423523
	Iteration 6F: 3 clusters Score -528544.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -528675.812500 Penalty: 840.423523
	Iteration 7Q: 3 clusters Score -528675.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -528743.875000 Penalty: 840.423523
	Iteration 8Q: 3 clusters Score -528743.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -528796.750000 Penalty: 840.423523
	Iteration 9Q: 3 clusters Score -528796.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -528853.500000 Penalty: 840.423523
	Iteration 10Q: 3 clusters Score -528853.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -528905.250000 Penalty: 840.423523
	Iteration 11Q: 3 clusters Score -528905.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -528954.125000 Penalty: 840.423523
	Iteration 12Q: 3 clusters Score -528954.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -529008.375000 Penalty: 840.423523
	Iteration 13Q: 3 clusters Score -529008.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -529056.000000 Penalty: 840.423523
	Iteration 14Q: 3 clusters Score -529056 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -529101.125000 Penalty: 840.423523
	Iteration 15Q: 3 clusters Score -529101.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -529144.312500 Penalty: 840.423523
	Iteration 16Q: 3 clusters Score -529144.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -529178.250000 Penalty: 840.423523
	Iteration 17Q: 3 clusters Score -529178.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -529206.562500 Penalty: 840.423523
	Iteration 18Q: 3 clusters Score -529206.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -529233.375000 Penalty: 840.423523
	Iteration 19Q: 3 clusters Score -529233.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -529253.312500 Penalty: 840.423523
	Iteration 20F: 3 clusters Score -529253.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -529267.250000 Penalty: 840.423523
	Iteration 21Q: 3 clusters Score -529267.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -529279.125000 Penalty: 840.423523
	Iteration 22Q: 3 clusters Score -529279.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -529284.062500 Penalty: 840.423523
	Iteration 23Q: 3 clusters Score -529284.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -529290.500000 Penalty: 840.423523
	Iteration 24Q: 3 clusters Score -529290.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -529298.687500 Penalty: 840.423523
	Iteration 25Q: 3 clusters Score -529298.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -529305.875000 Penalty: 840.423523
	Iteration 26Q: 3 clusters Score -529305.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -529312.250000 Penalty: 840.423523
	Iteration 27Q: 3 clusters Score -529312.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -529316.937500 Penalty: 840.423523
	Iteration 28Q: 3 clusters Score -529316.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -529324.125000 Penalty: 840.423523
	Iteration 29Q: 3 clusters Score -529324.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -529329.062500 Penalty: 840.423523
	Iteration 30Q: 3 clusters Score -529329.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -529338.687500 Penalty: 840.423523
	Iteration 31Q: 3 clusters Score -529338.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -529348.062500 Penalty: 840.423523
	Iteration 32Q: 3 clusters Score -529348.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -529358.312500 Penalty: 840.423523
	Iteration 33Q: 3 clusters Score -529358.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -529372.125000 Penalty: 840.423523
	Iteration 34Q: 3 clusters Score -529372.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -529388.937500 Penalty: 840.423523
	Iteration 35Q: 3 clusters Score -529388.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -529404.812500 Penalty: 840.423523
	Iteration 36Q: 3 clusters Score -529404.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -529427.562500 Penalty: 840.423523
	Iteration 37Q: 3 clusters Score -529427.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -529454.250000 Penalty: 840.423523
	Iteration 38Q: 3 clusters Score -529454.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -529486.437500 Penalty: 840.423523
	Iteration 39Q: 3 clusters Score -529486.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -529529.250000 Penalty: 840.423523
	Iteration 40F: 3 clusters Score -529529.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -529574.375000 Penalty: 840.423523
	Iteration 41Q: 3 clusters Score -529574.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -529635.375000 Penalty: 840.423523
	Iteration 42Q: 3 clusters Score -529635.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -529714.062500 Penalty: 840.423523
	Iteration 43Q: 3 clusters Score -529714.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -529809.312500 Penalty: 840.423523
	Iteration 44Q: 3 clusters Score -529809.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -529920.250000 Penalty: 840.423523
	Iteration 45Q: 3 clusters Score -529920.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -530058.750000 Penalty: 840.423523
	Iteration 46Q: 3 clusters Score -530058.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -530224.687500 Penalty: 840.423523
	Iteration 47Q: 3 clusters Score -530224.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -530370.937500 Penalty: 840.423523
	Iteration 48Q: 3 clusters Score -530370.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -530468.375000 Penalty: 840.423523
	Iteration 49Q: 3 clusters Score -530468.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -530512.687500 Penalty: 840.423523
	Iteration 50Q: 3 clusters Score -530512.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -530537.125000 Penalty: 840.423523
	Iteration 51Q: 3 clusters Score -530537.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -530546.000000 Penalty: 840.423523
	Iteration 52Q: 3 clusters Score -530546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -530555.062500 Penalty: 840.423523
	Iteration 53Q: 3 clusters Score -530555.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -530558.812500 Penalty: 840.423523
	Iteration 54Q: 3 clusters Score -530558.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -530562.625000 Penalty: 840.423523
	Iteration 55Q: 3 clusters Score -530562.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -530564.312500 Penalty: 840.423523
	Iteration 56Q: 3 clusters Score -530564.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -530563.562500 Penalty: 840.423523
	Iteration 57Q: 3 clusters Score -530563.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -530587.625000 Penalty: 840.423523
	Iteration 58F: 3 clusters Score -530587.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -530597.687500 Penalty: 840.423523
	Iteration 59Q: 3 clusters Score -530597.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -530600.062500 Penalty: 840.423523
	Iteration 60F: 3 clusters Score -530600.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -530602.812500 Penalty: 840.423523
	Iteration 61Q: 3 clusters Score -530602.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -530602.187500 Penalty: 840.423523
	Iteration 62Q: 3 clusters Score -530602.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -530603.000000 Penalty: 840.423523
	Iteration 63Q: 3 clusters Score -530603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -530603.562500 Penalty: 840.423523
	Iteration 64Q: 3 clusters Score -530603.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -530603.812500 Penalty: 840.423523
	Iteration 65Q: 3 clusters Score -530603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -530603.937500 Penalty: 840.423523
	Iteration 66Q: 3 clusters Score -530603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -530603.875000 Penalty: 840.423523
	Iteration 67Q: 3 clusters Score -530603.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -530604.375000 Penalty: 840.423523
	Iteration 68Q: 3 clusters Score -530604.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -530605.000000 Penalty: 840.423523
	Iteration 69Q: 3 clusters Score -530605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -530604.437500 Penalty: 840.423523
	Iteration 70Q: 3 clusters Score -530604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -530604.750000 Penalty: 840.423523
	Iteration 71Q: 3 clusters Score -530604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -530603.937500 Penalty: 840.423523
	Iteration 72Q: 3 clusters Score -530603.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -530605.562500 Penalty: 840.423523
	Iteration 73Q: 3 clusters Score -530605.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -530605.250000 Penalty: 840.423523
	Iteration 74Q: 3 clusters Score -530605.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -530605.375000 Penalty: 840.423523
	Iteration 75Q: 3 clusters Score -530605.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -530606.062500 Penalty: 840.423523
	Iteration 76Q: 3 clusters Score -530606.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -530606.250000 Penalty: 840.423523
	Iteration 77Q: 3 clusters Score -530606.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -530605.062500 Penalty: 840.423523
	Iteration 78Q: 3 clusters Score -530605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -530605.437500 Penalty: 840.423523
	Iteration 79Q: 3 clusters Score -530605.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -530605.437500 Penalty: 840.423523
	Iteration 80F: 3 clusters Score -530605.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31485 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 5427 members 
Mstep: Class 10 contains 60441 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 589 members 
Mstep: Class 15 contains 356946 members 
Mstep: Class 16 contains 48337 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 198 members 
Mstep: Class 22 contains 9123 members 
Entering Unmasked Estep 
Score: -27352390.000000 Penalty: 10202.447266
Splitting cluster 5 changes total score from -27346922.000000 to -27352390.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 8 (810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Entering Unmasked Estep 
Score: -36103.515625 Penalty: 304.715057
	Iteration 0F: 2 clusters Score -36103.52 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 415 members 
Entering Unmasked Estep 
Score: -35508.855469 Penalty: 609.430115
	Iteration 0F: 3 clusters Score -35508.86 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -36082.714844 Penalty: 609.430115
	Iteration 1F: 3 clusters Score -36082.71 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -36686.433594 Penalty: 609.430115
	Iteration 2F: 3 clusters Score -36686.43 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -37611.964844 Penalty: 609.430115
	Iteration 3F: 3 clusters Score -37611.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -37956.726562 Penalty: 609.430115
	Iteration 4F: 3 clusters Score -37956.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -38049.929688 Penalty: 609.430115
	Iteration 5Q: 3 clusters Score -38049.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -38130.535156 Penalty: 609.430115
	Iteration 6Q: 3 clusters Score -38130.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -38183.226562 Penalty: 609.430115
	Iteration 7Q: 3 clusters Score -38183.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -38223.699219 Penalty: 609.430115
	Iteration 8Q: 3 clusters Score -38223.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -38239.273438 Penalty: 609.430115
	Iteration 9Q: 3 clusters Score -38239.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -38240.765625 Penalty: 609.430115
	Iteration 10Q: 3 clusters Score -38240.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -38241.054688 Penalty: 609.430115
	Iteration 11Q: 3 clusters Score -38241.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -38247.472656 Penalty: 609.430115
	Iteration 12F: 3 clusters Score -38247.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -38253.261719 Penalty: 609.430115
	Iteration 13Q: 3 clusters Score -38253.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -38255.996094 Penalty: 609.430115
	Iteration 14F: 3 clusters Score -38256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -38263.039062 Penalty: 609.430115
	Iteration 15Q: 3 clusters Score -38263.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -38263.343750 Penalty: 609.430115
	Iteration 16Q: 3 clusters Score -38263.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -38263.343750 Penalty: 609.430115
	Iteration 17F: 3 clusters Score -38263.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31485 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 5427 members 
Mstep: Class 10 contains 60441 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 589 members 
Mstep: Class 15 contains 356946 members 
Mstep: Class 16 contains 48337 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 198 members 
Mstep: Class 22 contains 9123 members 
Entering Unmasked Estep 
Score: -27354246.000000 Penalty: 10802.590820
Splitting cluster 8 changes total score from -27346922.000000 to -27354246.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 9 (5427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Entering Unmasked Estep 
Score: -271230.906250 Penalty: 391.260956
	Iteration 0F: 2 clusters Score -271230.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -267546.375000 Penalty: 782.521912
	Iteration 0F: 3 clusters Score -267546.4 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -268950.531250 Penalty: 782.521912
	Iteration 1F: 3 clusters Score -268950.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -269248.031250 Penalty: 782.521912
	Iteration 2F: 3 clusters Score -269248 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -269685.843750 Penalty: 782.521912
	Iteration 3F: 3 clusters Score -269685.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -270405.812500 Penalty: 782.521912
	Iteration 4F: 3 clusters Score -270405.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -271229.375000 Penalty: 782.521912
	Iteration 5F: 3 clusters Score -271229.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -271872.343750 Penalty: 782.521912
	Iteration 6F: 3 clusters Score -271872.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -272357.531250 Penalty: 782.521912
	Iteration 7Q: 3 clusters Score -272357.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -272657.750000 Penalty: 782.521912
	Iteration 8Q: 3 clusters Score -272657.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -272808.218750 Penalty: 782.521912
	Iteration 9Q: 3 clusters Score -272808.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -272838.500000 Penalty: 782.521912
	Iteration 10Q: 3 clusters Score -272838.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -272850.187500 Penalty: 782.521912
	Iteration 11Q: 3 clusters Score -272850.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -272858.156250 Penalty: 782.521912
	Iteration 12Q: 3 clusters Score -272858.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -272863.062500 Penalty: 782.521912
	Iteration 13Q: 3 clusters Score -272863.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -272865.156250 Penalty: 782.521912
	Iteration 14Q: 3 clusters Score -272865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -272866.593750 Penalty: 782.521912
	Iteration 15Q: 3 clusters Score -272866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -272868.218750 Penalty: 782.521912
	Iteration 16Q: 3 clusters Score -272868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -272868.250000 Penalty: 782.521912
	Iteration 17Q: 3 clusters Score -272868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -272868.531250 Penalty: 782.521912
	Iteration 18Q: 3 clusters Score -272868.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -272870.000000 Penalty: 782.521912
	Iteration 19Q: 3 clusters Score -272870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -272870.250000 Penalty: 782.521912
	Iteration 20F: 3 clusters Score -272870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -272870.156250 Penalty: 782.521912
	Iteration 21Q: 3 clusters Score -272870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -272870.843750 Penalty: 782.521912
	Iteration 22Q: 3 clusters Score -272870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -272872.125000 Penalty: 782.521912
	Iteration 23Q: 3 clusters Score -272872.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -272872.781250 Penalty: 782.521912
	Iteration 24Q: 3 clusters Score -272872.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -272872.781250 Penalty: 782.521912
	Iteration 25F: 3 clusters Score -272872.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31485 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 60441 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 589 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 15 contains 356946 members 
Mstep: Class 16 contains 48337 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 198 members 
Mstep: Class 22 contains 9123 members 
Entering Unmasked Estep 
Score: -27355720.000000 Penalty: 11402.734375
Splitting cluster 9 changes total score from -27346922.000000 to -27355720.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 10 (60441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Entering Unmasked Estep 
Score: -3238387.750000 Penalty: 500.928772
	Iteration 0F: 2 clusters Score -3238388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -3197695.500000 Penalty: 1001.857544
	Iteration 0F: 3 clusters Score -3197696 nChanged 29202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -3215638.000000 Penalty: 1001.857544
	Iteration 1F: 3 clusters Score -3215638 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -3216931.000000 Penalty: 1001.857544
	Iteration 2Q: 3 clusters Score -3216931 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -3219300.250000 Penalty: 1001.857544
	Iteration 3F: 3 clusters Score -3219300 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -3223382.750000 Penalty: 1001.857544
	Iteration 4F: 3 clusters Score -3223383 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3228601.500000 Penalty: 1001.857544
	Iteration 5F: 3 clusters Score -3228602 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3233199.000000 Penalty: 1001.857544
	Iteration 6F: 3 clusters Score -3233199 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3235836.750000 Penalty: 1001.857544
	Iteration 7F: 3 clusters Score -3235837 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3236988.750000 Penalty: 1001.857544
	Iteration 8Q: 3 clusters Score -3236989 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3237672.500000 Penalty: 1001.857544
	Iteration 9Q: 3 clusters Score -3237672 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -3238042.250000 Penalty: 1001.857544
	Iteration 10Q: 3 clusters Score -3238042 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -3238289.250000 Penalty: 1001.857544
	Iteration 11Q: 3 clusters Score -3238289 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -3238447.000000 Penalty: 1001.857544
	Iteration 12Q: 3 clusters Score -3238447 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3238563.000000 Penalty: 1001.857544
	Iteration 13Q: 3 clusters Score -3238563 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3238672.250000 Penalty: 1001.857544
	Iteration 14Q: 3 clusters Score -3238672 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -3238747.750000 Penalty: 1001.857544
	Iteration 15Q: 3 clusters Score -3238748 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -3238802.000000 Penalty: 1001.857544
	Iteration 16Q: 3 clusters Score -3238802 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3238873.500000 Penalty: 1001.857544
	Iteration 17Q: 3 clusters Score -3238874 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3238934.500000 Penalty: 1001.857544
	Iteration 18Q: 3 clusters Score -3238934 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3238970.000000 Penalty: 1001.857544
	Iteration 19Q: 3 clusters Score -3238970 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3238989.500000 Penalty: 1001.857544
	Iteration 20F: 3 clusters Score -3238990 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -3239051.750000 Penalty: 1001.857544
	Iteration 21Q: 3 clusters Score -3239052 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3239079.750000 Penalty: 1001.857544
	Iteration 22Q: 3 clusters Score -3239080 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3239108.750000 Penalty: 1001.857544
	Iteration 23Q: 3 clusters Score -3239109 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3239124.750000 Penalty: 1001.857544
	Iteration 24Q: 3 clusters Score -3239125 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -3239149.000000 Penalty: 1001.857544
	Iteration 25Q: 3 clusters Score -3239149 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -3239160.500000 Penalty: 1001.857544
	Iteration 26Q: 3 clusters Score -3239160 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3239188.750000 Penalty: 1001.857544
	Iteration 27Q: 3 clusters Score -3239189 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -3239194.000000 Penalty: 1001.857544
	Iteration 28Q: 3 clusters Score -3239194 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -3239204.000000 Penalty: 1001.857544
	Iteration 29Q: 3 clusters Score -3239204 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3239204.500000 Penalty: 1001.857544
	Iteration 30Q: 3 clusters Score -3239204 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3239212.750000 Penalty: 1001.857544
	Iteration 31Q: 3 clusters Score -3239213 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3239228.250000 Penalty: 1001.857544
	Iteration 32Q: 3 clusters Score -3239228 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -3239233.000000 Penalty: 1001.857544
	Iteration 33Q: 3 clusters Score -3239233 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -3239250.500000 Penalty: 1001.857544
	Iteration 34Q: 3 clusters Score -3239250 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -3239262.000000 Penalty: 1001.857544
	Iteration 35Q: 3 clusters Score -3239262 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -3239266.750000 Penalty: 1001.857544
	Iteration 36Q: 3 clusters Score -3239267 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3239276.500000 Penalty: 1001.857544
	Iteration 37Q: 3 clusters Score -3239276 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3239285.250000 Penalty: 1001.857544
	Iteration 38Q: 3 clusters Score -3239285 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -3239297.250000 Penalty: 1001.857544
	Iteration 39Q: 3 clusters Score -3239297 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3239308.750000 Penalty: 1001.857544
	Iteration 40F: 3 clusters Score -3239309 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3239321.750000 Penalty: 1001.857544
	Iteration 41Q: 3 clusters Score -3239322 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -3239322.000000 Penalty: 1001.857544
	Iteration 42Q: 3 clusters Score -3239322 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3239332.250000 Penalty: 1001.857544
	Iteration 43Q: 3 clusters Score -3239332 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3239329.500000 Penalty: 1001.857544
	Iteration 44Q: 3 clusters Score -3239330 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3239341.750000 Penalty: 1001.857544
	Iteration 45Q: 3 clusters Score -3239342 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3239346.500000 Penalty: 1001.857544
	Iteration 46Q: 3 clusters Score -3239346 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3239341.750000 Penalty: 1001.857544
	Iteration 47Q: 3 clusters Score -3239342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3239347.000000 Penalty: 1001.857544
	Iteration 48Q: 3 clusters Score -3239347 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -3239364.500000 Penalty: 1001.857544
	Iteration 49Q: 3 clusters Score -3239364 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3239377.750000 Penalty: 1001.857544
	Iteration 50Q: 3 clusters Score -3239378 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3239379.000000 Penalty: 1001.857544
	Iteration 51Q: 3 clusters Score -3239379 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3239380.500000 Penalty: 1001.857544
	Iteration 52Q: 3 clusters Score -3239380 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -3239391.250000 Penalty: 1001.857544
	Iteration 53Q: 3 clusters Score -3239391 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -3239389.250000 Penalty: 1001.857544
	Iteration 54Q: 3 clusters Score -3239389 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3239397.000000 Penalty: 1001.857544
	Iteration 55Q: 3 clusters Score -3239397 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3239386.500000 Penalty: 1001.857544
	Iteration 56Q: 3 clusters Score -3239386 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -3239382.000000 Penalty: 1001.857544
	Iteration 57Q: 3 clusters Score -3239382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3239385.250000 Penalty: 1001.857544
	Iteration 58Q: 3 clusters Score -3239385 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3239383.250000 Penalty: 1001.857544
	Iteration 59Q: 3 clusters Score -3239383 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3239393.250000 Penalty: 1001.857544
	Iteration 60F: 3 clusters Score -3239393 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3239394.000000 Penalty: 1001.857544
	Iteration 61Q: 3 clusters Score -3239394 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3239403.750000 Penalty: 1001.857544
	Iteration 62Q: 3 clusters Score -3239404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3239413.000000 Penalty: 1001.857544
	Iteration 63Q: 3 clusters Score -3239413 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3239412.750000 Penalty: 1001.857544
	Iteration 64Q: 3 clusters Score -3239413 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3239427.500000 Penalty: 1001.857544
	Iteration 65Q: 3 clusters Score -3239428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3239423.750000 Penalty: 1001.857544
	Iteration 66Q: 3 clusters Score -3239424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3239416.500000 Penalty: 1001.857544
	Iteration 67Q: 3 clusters Score -3239416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -3239416.500000 Penalty: 1001.857544
	Iteration 68Q: 3 clusters Score -3239416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -3239418.750000 Penalty: 1001.857544
	Iteration 69Q: 3 clusters Score -3239419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3239423.500000 Penalty: 1001.857544
	Iteration 70Q: 3 clusters Score -3239424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3239432.750000 Penalty: 1001.857544
	Iteration 71Q: 3 clusters Score -3239433 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3239430.750000 Penalty: 1001.857544
	Iteration 72Q: 3 clusters Score -3239431 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3239435.500000 Penalty: 1001.857544
	Iteration 73Q: 3 clusters Score -3239436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3239435.250000 Penalty: 1001.857544
	Iteration 74Q: 3 clusters Score -3239435 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -3239438.500000 Penalty: 1001.857544
	Iteration 75Q: 3 clusters Score -3239438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3239442.000000 Penalty: 1001.857544
	Iteration 76Q: 3 clusters Score -3239442 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3239435.750000 Penalty: 1001.857544
	Iteration 77Q: 3 clusters Score -3239436 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3239442.750000 Penalty: 1001.857544
	Iteration 78Q: 3 clusters Score -3239443 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3239444.250000 Penalty: 1001.857544
	Iteration 79Q: 3 clusters Score -3239444 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3239444.000000 Penalty: 1001.857544
	Iteration 80F: 3 clusters Score -3239444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3239451.500000 Penalty: 1001.857544
	Iteration 81Q: 3 clusters Score -3239452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3239448.000000 Penalty: 1001.857544
	Iteration 82Q: 3 clusters Score -3239448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3239444.000000 Penalty: 1001.857544
	Iteration 83Q: 3 clusters Score -3239444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3239440.000000 Penalty: 1001.857544
	Iteration 84Q: 3 clusters Score -3239440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3239450.750000 Penalty: 1001.857544
	Iteration 85Q: 3 clusters Score -3239451 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3239453.250000 Penalty: 1001.857544
	Iteration 86Q: 3 clusters Score -3239453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -3239455.250000 Penalty: 1001.857544
	Iteration 87Q: 3 clusters Score -3239455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3239455.750000 Penalty: 1001.857544
	Iteration 88Q: 3 clusters Score -3239456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3239466.000000 Penalty: 1001.857544
	Iteration 89Q: 3 clusters Score -3239466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -3239463.750000 Penalty: 1001.857544
	Iteration 90Q: 3 clusters Score -3239464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3239465.750000 Penalty: 1001.857544
	Iteration 91Q: 3 clusters Score -3239466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -3239470.750000 Penalty: 1001.857544
	Iteration 92Q: 3 clusters Score -3239471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3239470.250000 Penalty: 1001.857544
	Iteration 93Q: 3 clusters Score -3239470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3239472.500000 Penalty: 1001.857544
	Iteration 94Q: 3 clusters Score -3239472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3239471.750000 Penalty: 1001.857544
	Iteration 95Q: 3 clusters Score -3239472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3239472.250000 Penalty: 1001.857544
	Iteration 96Q: 3 clusters Score -3239472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3239472.250000 Penalty: 1001.857544
	Iteration 97F: 3 clusters Score -3239472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31485 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 47683 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 589 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 12758 members 
Mstep: Class 15 contains 356946 members 
Mstep: Class 16 contains 48337 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 198 members 
Mstep: Class 22 contains 9123 members 
Entering Unmasked Estep 
Score: -27356650.000000 Penalty: 12002.878906
Splitting cluster 10 changes total score from -27346922.000000 to -27356650.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 11 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -56482.078125 Penalty: 319.661987
	Iteration 0F: 2 clusters Score -56482.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -55626.562500 Penalty: 639.323975
	Iteration 0F: 3 clusters Score -55626.56 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -55950.406250 Penalty: 639.323975
	Iteration 1F: 3 clusters Score -55950.41 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -56085.656250 Penalty: 639.323975
	Iteration 2F: 3 clusters Score -56085.66 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -56222.542969 Penalty: 639.323975
	Iteration 3F: 3 clusters Score -56222.54 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -56349.722656 Penalty: 639.323975
	Iteration 4F: 3 clusters Score -56349.72 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -56405.292969 Penalty: 639.323975
	Iteration 5Q: 3 clusters Score -56405.29 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -56431.363281 Penalty: 639.323975
	Iteration 6Q: 3 clusters Score -56431.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -56452.578125 Penalty: 639.323975
	Iteration 7Q: 3 clusters Score -56452.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -56474.433594 Penalty: 639.323975
	Iteration 8Q: 3 clusters Score -56474.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -56490.507812 Penalty: 639.323975
	Iteration 9Q: 3 clusters Score -56490.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -56501.902344 Penalty: 639.323975
	Iteration 10Q: 3 clusters Score -56501.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -56511.812500 Penalty: 639.323975
	Iteration 11Q: 3 clusters Score -56511.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -56518.562500 Penalty: 639.323975
	Iteration 12Q: 3 clusters Score -56518.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -56525.636719 Penalty: 639.323975
	Iteration 13Q: 3 clusters Score -56525.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -56530.726562 Penalty: 639.323975
	Iteration 14Q: 3 clusters Score -56530.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -56533.636719 Penalty: 639.323975
	Iteration 15Q: 3 clusters Score -56533.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -56535.933594 Penalty: 639.323975
	Iteration 16Q: 3 clusters Score -56535.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -56537.574219 Penalty: 639.323975
	Iteration 17Q: 3 clusters Score -56537.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -56540.183594 Penalty: 639.323975
	Iteration 18Q: 3 clusters Score -56540.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -56542.636719 Penalty: 639.323975
	Iteration 19Q: 3 clusters Score -56542.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -56545.234375 Penalty: 639.323975
	Iteration 20F: 3 clusters Score -56545.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -56546.250000 Penalty: 639.323975
	Iteration 21Q: 3 clusters Score -56546.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -56546.757812 Penalty: 639.323975
	Iteration 22Q: 3 clusters Score -56546.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -56546.863281 Penalty: 639.323975
	Iteration 23Q: 3 clusters Score -56546.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -56546.863281 Penalty: 639.323975
	Iteration 24F: 3 clusters Score -56546.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31485 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 47683 members 
Mstep: Class 11 contains 634 members 
Mstep: Class 12 contains 589 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 12758 members 
Mstep: Class 15 contains 356946 members 
Mstep: Class 16 contains 48337 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 198 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 22 contains 9123 members 
Entering Unmasked Estep 
Score: -27356428.000000 Penalty: 12603.022461
Splitting cluster 11 changes total score from -27346922.000000 to -27356428.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 12 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -29241.597656 Penalty: 290.218384
	Iteration 0F: 2 clusters Score -29241.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28678.015625 Penalty: 580.436768
	Iteration 0F: 3 clusters Score -28678.02 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28846.703125 Penalty: 580.436768
	Iteration 1F: 3 clusters Score -28846.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29104.642578 Penalty: 580.436768
	Iteration 2F: 3 clusters Score -29104.64 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29376.423828 Penalty: 580.436768
	Iteration 3F: 3 clusters Score -29376.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29499.005859 Penalty: 580.436768
	Iteration 4F: 3 clusters Score -29499.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29523.578125 Penalty: 580.436768
	Iteration 5Q: 3 clusters Score -29523.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29530.492188 Penalty: 580.436768
	Iteration 6Q: 3 clusters Score -29530.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29531.681641 Penalty: 580.436768
	Iteration 7Q: 3 clusters Score -29531.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29531.681641 Penalty: 580.436768
	Iteration 8F: 3 clusters Score -29531.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31485 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 47683 members 
Mstep: Class 11 contains 634 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 12758 members 
Mstep: Class 15 contains 356946 members 
Mstep: Class 16 contains 48337 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 198 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 9123 members 
Entering Unmasked Estep 
Score: -27356392.000000 Penalty: 13203.166992
Splitting cluster 12 changes total score from -27346922.000000 to -27356392.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 15 (356946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356946 members 
Entering Unmasked Estep 
Score: -18842590.000000 Penalty: 581.732910
	Iteration 0F: 2 clusters Score -1.884259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178413 members 
Mstep: Class 2 contains 178533 members 
Entering Unmasked Estep 
Score: -18697144.000000 Penalty: 1163.465820
	Iteration 0F: 3 clusters Score -1.869714e+07 nChanged 175819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173458 members 
Mstep: Class 2 contains 183488 members 
Entering Unmasked Estep 
Score: -18812412.000000 Penalty: 1163.465820
	Iteration 1F: 3 clusters Score -1.881241e+07 nChanged 20783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166975 members 
Mstep: Class 2 contains 189971 members 
Entering Unmasked Estep 
Score: -18824674.000000 Penalty: 1163.465820
	Iteration 2F: 3 clusters Score -1.882467e+07 nChanged 24034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159393 members 
Mstep: Class 2 contains 197553 members 
Entering Unmasked Estep 
Score: -18842790.000000 Penalty: 1163.465820
	Iteration 3F: 3 clusters Score -1.884279e+07 nChanged 25636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151637 members 
Mstep: Class 2 contains 205309 members 
Entering Unmasked Estep 
Score: -18862416.000000 Penalty: 1163.465820
	Iteration 4F: 3 clusters Score -1.886242e+07 nChanged 21909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145332 members 
Mstep: Class 2 contains 211614 members 
Entering Unmasked Estep 
Score: -18872918.000000 Penalty: 1163.465820
	Iteration 5F: 3 clusters Score -1.887292e+07 nChanged 13880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139876 members 
Mstep: Class 2 contains 217070 members 
Entering Unmasked Estep 
Score: -18874956.000000 Penalty: 1163.465820
	Iteration 6Q: 3 clusters Score -1.887496e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134630 members 
Mstep: Class 2 contains 222316 members 
Entering Unmasked Estep 
Score: -18875084.000000 Penalty: 1163.465820
	Iteration 7Q: 3 clusters Score -1.887508e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129615 members 
Mstep: Class 2 contains 227331 members 
Entering Unmasked Estep 
Score: -18874642.000000 Penalty: 1163.465820
	Iteration 8Q: 3 clusters Score -1.887464e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124994 members 
Mstep: Class 2 contains 231952 members 
Entering Unmasked Estep 
Score: -18874218.000000 Penalty: 1163.465820
	Iteration 9Q: 3 clusters Score -1.887422e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120927 members 
Mstep: Class 2 contains 236019 members 
Entering Unmasked Estep 
Score: -18873714.000000 Penalty: 1163.465820
	Iteration 10Q: 3 clusters Score -1.887371e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117687 members 
Mstep: Class 2 contains 239259 members 
Entering Unmasked Estep 
Score: -18873436.000000 Penalty: 1163.465820
	Iteration 11Q: 3 clusters Score -1.887344e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115424 members 
Mstep: Class 2 contains 241522 members 
Entering Unmasked Estep 
Score: -18872978.000000 Penalty: 1163.465820
	Iteration 12Q: 3 clusters Score -1.887298e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113748 members 
Mstep: Class 2 contains 243198 members 
Entering Unmasked Estep 
Score: -18872596.000000 Penalty: 1163.465820
	Iteration 13Q: 3 clusters Score -1.88726e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112828 members 
Mstep: Class 2 contains 244118 members 
Entering Unmasked Estep 
Score: -18872208.000000 Penalty: 1163.465820
	Iteration 14Q: 3 clusters Score -1.887221e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112601 members 
Mstep: Class 2 contains 244345 members 
Entering Unmasked Estep 
Score: -18871886.000000 Penalty: 1163.465820
	Iteration 15Q: 3 clusters Score -1.887189e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113040 members 
Mstep: Class 2 contains 243906 members 
Entering Unmasked Estep 
Score: -18871738.000000 Penalty: 1163.465820
	Iteration 16Q: 3 clusters Score -1.887174e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114024 members 
Mstep: Class 2 contains 242922 members 
Entering Unmasked Estep 
Score: -18871446.000000 Penalty: 1163.465820
	Iteration 17Q: 3 clusters Score -1.887145e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115651 members 
Mstep: Class 2 contains 241295 members 
Entering Unmasked Estep 
Score: -18871324.000000 Penalty: 1163.465820
	Iteration 18Q: 3 clusters Score -1.887132e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117823 members 
Mstep: Class 2 contains 239123 members 
Entering Unmasked Estep 
Score: -18871070.000000 Penalty: 1163.465820
	Iteration 19Q: 3 clusters Score -1.887107e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120443 members 
Mstep: Class 2 contains 236503 members 
Entering Unmasked Estep 
Score: -18871256.000000 Penalty: 1163.465820
	Iteration 20F: 3 clusters Score -1.887126e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123454 members 
Mstep: Class 2 contains 233492 members 
Entering Unmasked Estep 
Score: -18871458.000000 Penalty: 1163.465820
	Iteration 21Q: 3 clusters Score -1.887146e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126866 members 
Mstep: Class 2 contains 230080 members 
Entering Unmasked Estep 
Score: -18871610.000000 Penalty: 1163.465820
	Iteration 22Q: 3 clusters Score -1.887161e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130777 members 
Mstep: Class 2 contains 226169 members 
Entering Unmasked Estep 
Score: -18872120.000000 Penalty: 1163.465820
	Iteration 23Q: 3 clusters Score -1.887212e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135069 members 
Mstep: Class 2 contains 221877 members 
Entering Unmasked Estep 
Score: -18872650.000000 Penalty: 1163.465820
	Iteration 24Q: 3 clusters Score -1.887265e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139468 members 
Mstep: Class 2 contains 217478 members 
Entering Unmasked Estep 
Score: -18873416.000000 Penalty: 1163.465820
	Iteration 25Q: 3 clusters Score -1.887342e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143759 members 
Mstep: Class 2 contains 213187 members 
Entering Unmasked Estep 
Score: -18874212.000000 Penalty: 1163.465820
	Iteration 26Q: 3 clusters Score -1.887421e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147930 members 
Mstep: Class 2 contains 209016 members 
Entering Unmasked Estep 
Score: -18874404.000000 Penalty: 1163.465820
	Iteration 27Q: 3 clusters Score -1.88744e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152154 members 
Mstep: Class 2 contains 204792 members 
Entering Unmasked Estep 
Score: -18874536.000000 Penalty: 1163.465820
	Iteration 28Q: 3 clusters Score -1.887454e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156744 members 
Mstep: Class 2 contains 200202 members 
Entering Unmasked Estep 
Score: -18874842.000000 Penalty: 1163.465820
	Iteration 29Q: 3 clusters Score -1.887484e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161701 members 
Mstep: Class 2 contains 195245 members 
Entering Unmasked Estep 
Score: -18875502.000000 Penalty: 1163.465820
	Iteration 30Q: 3 clusters Score -1.88755e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166804 members 
Mstep: Class 2 contains 190142 members 
Entering Unmasked Estep 
Score: -18876520.000000 Penalty: 1163.465820
	Iteration 31Q: 3 clusters Score -1.887652e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172164 members 
Mstep: Class 2 contains 184782 members 
Entering Unmasked Estep 
Score: -18877672.000000 Penalty: 1163.465820
	Iteration 32Q: 3 clusters Score -1.887767e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177745 members 
Mstep: Class 2 contains 179201 members 
Entering Unmasked Estep 
Score: -18878986.000000 Penalty: 1163.465820
	Iteration 33Q: 3 clusters Score -1.887899e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183626 members 
Mstep: Class 2 contains 173320 members 
Entering Unmasked Estep 
Score: -18880736.000000 Penalty: 1163.465820
	Iteration 34Q: 3 clusters Score -1.888074e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189697 members 
Mstep: Class 2 contains 167249 members 
Entering Unmasked Estep 
Score: -18882900.000000 Penalty: 1163.465820
	Iteration 35Q: 3 clusters Score -1.88829e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196090 members 
Mstep: Class 2 contains 160856 members 
Entering Unmasked Estep 
Score: -18884922.000000 Penalty: 1163.465820
	Iteration 36Q: 3 clusters Score -1.888492e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202470 members 
Mstep: Class 2 contains 154476 members 
Entering Unmasked Estep 
Score: -18887006.000000 Penalty: 1163.465820
	Iteration 37Q: 3 clusters Score -1.888701e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208340 members 
Mstep: Class 2 contains 148606 members 
Entering Unmasked Estep 
Score: -18889166.000000 Penalty: 1163.465820
	Iteration 38Q: 3 clusters Score -1.888917e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213553 members 
Mstep: Class 2 contains 143393 members 
Entering Unmasked Estep 
Score: -18890512.000000 Penalty: 1163.465820
	Iteration 39Q: 3 clusters Score -1.889051e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218511 members 
Mstep: Class 2 contains 138435 members 
Entering Unmasked Estep 
Score: -18892752.000000 Penalty: 1163.465820
	Iteration 40F: 3 clusters Score -1.889275e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224056 members 
Mstep: Class 2 contains 132890 members 
Entering Unmasked Estep 
Score: -18894468.000000 Penalty: 1163.465820
	Iteration 41Q: 3 clusters Score -1.889447e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229146 members 
Mstep: Class 2 contains 127800 members 
Entering Unmasked Estep 
Score: -18896110.000000 Penalty: 1163.465820
	Iteration 42Q: 3 clusters Score -1.889611e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234088 members 
Mstep: Class 2 contains 122858 members 
Entering Unmasked Estep 
Score: -18897104.000000 Penalty: 1163.465820
	Iteration 43Q: 3 clusters Score -1.88971e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238818 members 
Mstep: Class 2 contains 118128 members 
Entering Unmasked Estep 
Score: -18897824.000000 Penalty: 1163.465820
	Iteration 44Q: 3 clusters Score -1.889782e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243155 members 
Mstep: Class 2 contains 113791 members 
Entering Unmasked Estep 
Score: -18898420.000000 Penalty: 1163.465820
	Iteration 45Q: 3 clusters Score -1.889842e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246991 members 
Mstep: Class 2 contains 109955 members 
Entering Unmasked Estep 
Score: -18898768.000000 Penalty: 1163.465820
	Iteration 46Q: 3 clusters Score -1.889877e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250413 members 
Mstep: Class 2 contains 106533 members 
Entering Unmasked Estep 
Score: -18898746.000000 Penalty: 1163.465820
	Iteration 47Q: 3 clusters Score -1.889875e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253410 members 
Mstep: Class 2 contains 103536 members 
Entering Unmasked Estep 
Score: -18898706.000000 Penalty: 1163.465820
	Iteration 48Q: 3 clusters Score -1.889871e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255984 members 
Mstep: Class 2 contains 100962 members 
Entering Unmasked Estep 
Score: -18898486.000000 Penalty: 1163.465820
	Iteration 49Q: 3 clusters Score -1.889849e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258214 members 
Mstep: Class 2 contains 98732 members 
Entering Unmasked Estep 
Score: -18898334.000000 Penalty: 1163.465820
	Iteration 50Q: 3 clusters Score -1.889833e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260129 members 
Mstep: Class 2 contains 96817 members 
Entering Unmasked Estep 
Score: -18897882.000000 Penalty: 1163.465820
	Iteration 51Q: 3 clusters Score -1.889788e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261766 members 
Mstep: Class 2 contains 95180 members 
Entering Unmasked Estep 
Score: -18897580.000000 Penalty: 1163.465820
	Iteration 52Q: 3 clusters Score -1.889758e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263188 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -18897056.000000 Penalty: 1163.465820
	Iteration 53Q: 3 clusters Score -1.889706e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264356 members 
Mstep: Class 2 contains 92590 members 
Entering Unmasked Estep 
Score: -18896662.000000 Penalty: 1163.465820
	Iteration 54Q: 3 clusters Score -1.889666e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265294 members 
Mstep: Class 2 contains 91652 members 
Entering Unmasked Estep 
Score: -18896558.000000 Penalty: 1163.465820
	Iteration 55Q: 3 clusters Score -1.889656e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266143 members 
Mstep: Class 2 contains 90803 members 
Entering Unmasked Estep 
Score: -18896682.000000 Penalty: 1163.465820
	Iteration 56Q: 3 clusters Score -1.889668e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266912 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -18896832.000000 Penalty: 1163.465820
	Iteration 57Q: 3 clusters Score -1.889683e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267700 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
Score: -18897066.000000 Penalty: 1163.465820
	Iteration 58Q: 3 clusters Score -1.889707e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268547 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -18897420.000000 Penalty: 1163.465820
	Iteration 59Q: 3 clusters Score -1.889742e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269343 members 
Mstep: Class 2 contains 87603 members 
Entering Unmasked Estep 
Score: -18897968.000000 Penalty: 1163.465820
	Iteration 60F: 3 clusters Score -1.889797e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270267 members 
Mstep: Class 2 contains 86679 members 
Entering Unmasked Estep 
Score: -18898338.000000 Penalty: 1163.465820
	Iteration 61Q: 3 clusters Score -1.889834e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271244 members 
Mstep: Class 2 contains 85702 members 
Entering Unmasked Estep 
Score: -18898498.000000 Penalty: 1163.465820
	Iteration 62Q: 3 clusters Score -1.88985e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272242 members 
Mstep: Class 2 contains 84704 members 
Entering Unmasked Estep 
Score: -18898578.000000 Penalty: 1163.465820
	Iteration 63Q: 3 clusters Score -1.889858e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273276 members 
Mstep: Class 2 contains 83670 members 
Entering Unmasked Estep 
Score: -18898664.000000 Penalty: 1163.465820
	Iteration 64Q: 3 clusters Score -1.889866e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274261 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -18898916.000000 Penalty: 1163.465820
	Iteration 65Q: 3 clusters Score -1.889892e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275247 members 
Mstep: Class 2 contains 81699 members 
Entering Unmasked Estep 
Score: -18899122.000000 Penalty: 1163.465820
	Iteration 66Q: 3 clusters Score -1.889912e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276166 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -18899150.000000 Penalty: 1163.465820
	Iteration 67Q: 3 clusters Score -1.889915e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277072 members 
Mstep: Class 2 contains 79874 members 
Entering Unmasked Estep 
Score: -18899128.000000 Penalty: 1163.465820
	Iteration 68Q: 3 clusters Score -1.889913e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278068 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
Score: -18899284.000000 Penalty: 1163.465820
	Iteration 69Q: 3 clusters Score -1.889928e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279177 members 
Mstep: Class 2 contains 77769 members 
Entering Unmasked Estep 
Score: -18899350.000000 Penalty: 1163.465820
	Iteration 70Q: 3 clusters Score -1.889935e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280216 members 
Mstep: Class 2 contains 76730 members 
Entering Unmasked Estep 
Score: -18899270.000000 Penalty: 1163.465820
	Iteration 71Q: 3 clusters Score -1.889927e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281273 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
Score: -18899170.000000 Penalty: 1163.465820
	Iteration 72Q: 3 clusters Score -1.889917e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282325 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -18899126.000000 Penalty: 1163.465820
	Iteration 73Q: 3 clusters Score -1.889913e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283377 members 
Mstep: Class 2 contains 73569 members 
Entering Unmasked Estep 
Score: -18899164.000000 Penalty: 1163.465820
	Iteration 74Q: 3 clusters Score -1.889916e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284432 members 
Mstep: Class 2 contains 72514 members 
Entering Unmasked Estep 
Score: -18898934.000000 Penalty: 1163.465820
	Iteration 75Q: 3 clusters Score -1.889893e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285505 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -18898578.000000 Penalty: 1163.465820
	Iteration 76Q: 3 clusters Score -1.889858e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286624 members 
Mstep: Class 2 contains 70322 members 
Entering Unmasked Estep 
Score: -18898302.000000 Penalty: 1163.465820
	Iteration 77Q: 3 clusters Score -1.88983e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287725 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -18898148.000000 Penalty: 1163.465820
	Iteration 78Q: 3 clusters Score -1.889815e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288868 members 
Mstep: Class 2 contains 68078 members 
Entering Unmasked Estep 
Score: -18897882.000000 Penalty: 1163.465820
	Iteration 79Q: 3 clusters Score -1.889788e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289921 members 
Mstep: Class 2 contains 67025 members 
Entering Unmasked Estep 
Score: -18897586.000000 Penalty: 1163.465820
	Iteration 80F: 3 clusters Score -1.889759e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290977 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -18897128.000000 Penalty: 1163.465820
	Iteration 81Q: 3 clusters Score -1.889713e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291954 members 
Mstep: Class 2 contains 64992 members 
Entering Unmasked Estep 
Score: -18896684.000000 Penalty: 1163.465820
	Iteration 82Q: 3 clusters Score -1.889668e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292886 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -18896352.000000 Penalty: 1163.465820
	Iteration 83Q: 3 clusters Score -1.889635e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293802 members 
Mstep: Class 2 contains 63144 members 
Entering Unmasked Estep 
Score: -18896098.000000 Penalty: 1163.465820
	Iteration 84Q: 3 clusters Score -1.88961e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294641 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -18895646.000000 Penalty: 1163.465820
	Iteration 85Q: 3 clusters Score -1.889565e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295448 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -18895230.000000 Penalty: 1163.465820
	Iteration 86Q: 3 clusters Score -1.889523e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296174 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -18894782.000000 Penalty: 1163.465820
	Iteration 87Q: 3 clusters Score -1.889478e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296775 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -18894386.000000 Penalty: 1163.465820
	Iteration 88Q: 3 clusters Score -1.889439e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297268 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -18894088.000000 Penalty: 1163.465820
	Iteration 89Q: 3 clusters Score -1.889409e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297676 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -18893784.000000 Penalty: 1163.465820
	Iteration 90Q: 3 clusters Score -1.889378e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298027 members 
Mstep: Class 2 contains 58919 members 
Entering Unmasked Estep 
Score: -18893420.000000 Penalty: 1163.465820
	Iteration 91Q: 3 clusters Score -1.889342e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298309 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -18893232.000000 Penalty: 1163.465820
	Iteration 92Q: 3 clusters Score -1.889323e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298587 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -18893106.000000 Penalty: 1163.465820
	Iteration 93Q: 3 clusters Score -1.889311e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298842 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -18892868.000000 Penalty: 1163.465820
	Iteration 94Q: 3 clusters Score -1.889287e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299094 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -18892640.000000 Penalty: 1163.465820
	Iteration 95Q: 3 clusters Score -1.889264e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299330 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -18892442.000000 Penalty: 1163.465820
	Iteration 96Q: 3 clusters Score -1.889244e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299522 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -18892160.000000 Penalty: 1163.465820
	Iteration 97Q: 3 clusters Score -1.889216e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299618 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -18892018.000000 Penalty: 1163.465820
	Iteration 98Q: 3 clusters Score -1.889202e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299733 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -18891888.000000 Penalty: 1163.465820
	Iteration 99Q: 3 clusters Score -1.889189e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299829 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -18891816.000000 Penalty: 1163.465820
	Iteration 100F: 3 clusters Score -1.889182e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299881 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -18891748.000000 Penalty: 1163.465820
	Iteration 101Q: 3 clusters Score -1.889175e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299894 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -18891698.000000 Penalty: 1163.465820
	Iteration 102Q: 3 clusters Score -1.88917e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299920 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -18891684.000000 Penalty: 1163.465820
	Iteration 103Q: 3 clusters Score -1.889168e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299945 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -18891620.000000 Penalty: 1163.465820
	Iteration 104Q: 3 clusters Score -1.889162e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299967 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -18891648.000000 Penalty: 1163.465820
	Iteration 105Q: 3 clusters Score -1.889165e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299984 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -18891648.000000 Penalty: 1163.465820
	Iteration 106Q: 3 clusters Score -1.889165e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299991 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -18891638.000000 Penalty: 1163.465820
	Iteration 107Q: 3 clusters Score -1.889164e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300016 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -18891638.000000 Penalty: 1163.465820
	Iteration 108Q: 3 clusters Score -1.889164e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300046 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -18891644.000000 Penalty: 1163.465820
	Iteration 109Q: 3 clusters Score -1.889164e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300099 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -18891588.000000 Penalty: 1163.465820
	Iteration 110Q: 3 clusters Score -1.889159e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300157 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -18891550.000000 Penalty: 1163.465820
	Iteration 111Q: 3 clusters Score -1.889155e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300219 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -18891514.000000 Penalty: 1163.465820
	Iteration 112Q: 3 clusters Score -1.889151e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300271 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -18891462.000000 Penalty: 1163.465820
	Iteration 113Q: 3 clusters Score -1.889146e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300323 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -18891398.000000 Penalty: 1163.465820
	Iteration 114Q: 3 clusters Score -1.88914e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300382 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -18891402.000000 Penalty: 1163.465820
	Iteration 115Q: 3 clusters Score -1.88914e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300455 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -18891380.000000 Penalty: 1163.465820
	Iteration 116Q: 3 clusters Score -1.889138e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300524 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -18891352.000000 Penalty: 1163.465820
	Iteration 117Q: 3 clusters Score -1.889135e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300592 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -18891346.000000 Penalty: 1163.465820
	Iteration 118Q: 3 clusters Score -1.889135e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300654 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -18891336.000000 Penalty: 1163.465820
	Iteration 119Q: 3 clusters Score -1.889134e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300733 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -18891262.000000 Penalty: 1163.465820
	Iteration 120F: 3 clusters Score -1.889126e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300827 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -18891236.000000 Penalty: 1163.465820
	Iteration 121Q: 3 clusters Score -1.889124e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300935 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -18891236.000000 Penalty: 1163.465820
	Iteration 122Q: 3 clusters Score -1.889124e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301016 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -18891208.000000 Penalty: 1163.465820
	Iteration 123Q: 3 clusters Score -1.889121e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301102 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -18891218.000000 Penalty: 1163.465820
	Iteration 124Q: 3 clusters Score -1.889122e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301191 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -18891196.000000 Penalty: 1163.465820
	Iteration 125Q: 3 clusters Score -1.88912e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301259 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -18891160.000000 Penalty: 1163.465820
	Iteration 126Q: 3 clusters Score -1.889116e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301347 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -18891102.000000 Penalty: 1163.465820
	Iteration 127Q: 3 clusters Score -1.88911e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301459 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -18891078.000000 Penalty: 1163.465820
	Iteration 128Q: 3 clusters Score -1.889108e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301572 members 
Mstep: Class 2 contains 55374 members 
Entering Unmasked Estep 
Score: -18891050.000000 Penalty: 1163.465820
	Iteration 129Q: 3 clusters Score -1.889105e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301715 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -18890910.000000 Penalty: 1163.465820
	Iteration 130Q: 3 clusters Score -1.889091e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301842 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -18890812.000000 Penalty: 1163.465820
	Iteration 131Q: 3 clusters Score -1.889081e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301948 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -18890732.000000 Penalty: 1163.465820
	Iteration 132Q: 3 clusters Score -1.889073e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302026 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
Score: -18890654.000000 Penalty: 1163.465820
	Iteration 133Q: 3 clusters Score -1.889065e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302094 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -18890624.000000 Penalty: 1163.465820
	Iteration 134Q: 3 clusters Score -1.889062e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302169 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -18890628.000000 Penalty: 1163.465820
	Iteration 135Q: 3 clusters Score -1.889063e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302249 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -18890568.000000 Penalty: 1163.465820
	Iteration 136Q: 3 clusters Score -1.889057e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302332 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -18890516.000000 Penalty: 1163.465820
	Iteration 137Q: 3 clusters Score -1.889052e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302432 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -18890460.000000 Penalty: 1163.465820
	Iteration 138Q: 3 clusters Score -1.889046e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302516 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -18890416.000000 Penalty: 1163.465820
	Iteration 139Q: 3 clusters Score -1.889042e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302596 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -18890362.000000 Penalty: 1163.465820
	Iteration 140F: 3 clusters Score -1.889036e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302673 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -18890300.000000 Penalty: 1163.465820
	Iteration 141Q: 3 clusters Score -1.88903e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302738 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -18890308.000000 Penalty: 1163.465820
	Iteration 142Q: 3 clusters Score -1.889031e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302805 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -18890250.000000 Penalty: 1163.465820
	Iteration 143Q: 3 clusters Score -1.889025e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302855 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -18890242.000000 Penalty: 1163.465820
	Iteration 144Q: 3 clusters Score -1.889024e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302917 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -18890254.000000 Penalty: 1163.465820
	Iteration 145Q: 3 clusters Score -1.889025e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302976 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -18890274.000000 Penalty: 1163.465820
	Iteration 146Q: 3 clusters Score -1.889027e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303029 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -18890330.000000 Penalty: 1163.465820
	Iteration 147Q: 3 clusters Score -1.889033e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303081 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -18890320.000000 Penalty: 1163.465820
	Iteration 148Q: 3 clusters Score -1.889032e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303147 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -18890324.000000 Penalty: 1163.465820
	Iteration 149Q: 3 clusters Score -1.889032e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303208 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -18890408.000000 Penalty: 1163.465820
	Iteration 150Q: 3 clusters Score -1.889041e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303286 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -18890328.000000 Penalty: 1163.465820
	Iteration 151Q: 3 clusters Score -1.889033e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303356 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -18890412.000000 Penalty: 1163.465820
	Iteration 152Q: 3 clusters Score -1.889041e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303429 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -18890360.000000 Penalty: 1163.465820
	Iteration 153Q: 3 clusters Score -1.889036e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303472 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -18890368.000000 Penalty: 1163.465820
	Iteration 154Q: 3 clusters Score -1.889037e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303526 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -18890334.000000 Penalty: 1163.465820
	Iteration 155Q: 3 clusters Score -1.889033e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303542 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -18890330.000000 Penalty: 1163.465820
	Iteration 156Q: 3 clusters Score -1.889033e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303568 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -18890352.000000 Penalty: 1163.465820
	Iteration 157Q: 3 clusters Score -1.889035e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303580 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -18890366.000000 Penalty: 1163.465820
	Iteration 158Q: 3 clusters Score -1.889037e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303592 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -18890422.000000 Penalty: 1163.465820
	Iteration 159Q: 3 clusters Score -1.889042e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303603 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -18890426.000000 Penalty: 1163.465820
	Iteration 160F: 3 clusters Score -1.889043e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303590 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -18890464.000000 Penalty: 1163.465820
	Iteration 161Q: 3 clusters Score -1.889046e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303575 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -18890516.000000 Penalty: 1163.465820
	Iteration 162Q: 3 clusters Score -1.889052e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303566 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -18890544.000000 Penalty: 1163.465820
	Iteration 163Q: 3 clusters Score -1.889054e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303600 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -18890520.000000 Penalty: 1163.465820
	Iteration 164Q: 3 clusters Score -1.889052e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303647 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -18890534.000000 Penalty: 1163.465820
	Iteration 165Q: 3 clusters Score -1.889053e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303707 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -18890510.000000 Penalty: 1163.465820
	Iteration 166Q: 3 clusters Score -1.889051e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303770 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -18890492.000000 Penalty: 1163.465820
	Iteration 167Q: 3 clusters Score -1.889049e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303833 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -18890498.000000 Penalty: 1163.465820
	Iteration 168Q: 3 clusters Score -1.88905e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303889 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -18890512.000000 Penalty: 1163.465820
	Iteration 169Q: 3 clusters Score -1.889051e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303931 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -18890468.000000 Penalty: 1163.465820
	Iteration 170Q: 3 clusters Score -1.889047e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303979 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -18890472.000000 Penalty: 1163.465820
	Iteration 171Q: 3 clusters Score -1.889047e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304013 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -18890520.000000 Penalty: 1163.465820
	Iteration 172Q: 3 clusters Score -1.889052e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304074 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -18890546.000000 Penalty: 1163.465820
	Iteration 173Q: 3 clusters Score -1.889055e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304137 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -18890538.000000 Penalty: 1163.465820
	Iteration 174Q: 3 clusters Score -1.889054e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304225 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -18890456.000000 Penalty: 1163.465820
	Iteration 175Q: 3 clusters Score -1.889046e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304306 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -18890460.000000 Penalty: 1163.465820
	Iteration 176Q: 3 clusters Score -1.889046e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304406 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -18890424.000000 Penalty: 1163.465820
	Iteration 177Q: 3 clusters Score -1.889042e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304529 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -18890386.000000 Penalty: 1163.465820
	Iteration 178Q: 3 clusters Score -1.889039e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304642 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -18890350.000000 Penalty: 1163.465820
	Iteration 179Q: 3 clusters Score -1.889035e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304725 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -18890334.000000 Penalty: 1163.465820
	Iteration 180F: 3 clusters Score -1.889033e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304804 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -18890314.000000 Penalty: 1163.465820
	Iteration 181Q: 3 clusters Score -1.889031e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304890 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -18890248.000000 Penalty: 1163.465820
	Iteration 182Q: 3 clusters Score -1.889025e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304972 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -18890252.000000 Penalty: 1163.465820
	Iteration 183Q: 3 clusters Score -1.889025e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305079 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -18890300.000000 Penalty: 1163.465820
	Iteration 184Q: 3 clusters Score -1.88903e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305189 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -18890216.000000 Penalty: 1163.465820
	Iteration 185Q: 3 clusters Score -1.889022e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305315 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -18890148.000000 Penalty: 1163.465820
	Iteration 186Q: 3 clusters Score -1.889015e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305454 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -18890096.000000 Penalty: 1163.465820
	Iteration 187Q: 3 clusters Score -1.88901e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305614 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -18890054.000000 Penalty: 1163.465820
	Iteration 188Q: 3 clusters Score -1.889005e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305804 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -18890014.000000 Penalty: 1163.465820
	Iteration 189Q: 3 clusters Score -1.889001e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306009 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -18890012.000000 Penalty: 1163.465820
	Iteration 190Q: 3 clusters Score -1.889001e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306230 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -18889988.000000 Penalty: 1163.465820
	Iteration 191Q: 3 clusters Score -1.888999e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306450 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -18889866.000000 Penalty: 1163.465820
	Iteration 192Q: 3 clusters Score -1.888987e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306678 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -18889872.000000 Penalty: 1163.465820
	Iteration 193Q: 3 clusters Score -1.888987e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306956 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -18889870.000000 Penalty: 1163.465820
	Iteration 194Q: 3 clusters Score -1.888987e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307282 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -18889864.000000 Penalty: 1163.465820
	Iteration 195Q: 3 clusters Score -1.888986e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307603 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -18889848.000000 Penalty: 1163.465820
	Iteration 196Q: 3 clusters Score -1.888985e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307928 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -18889806.000000 Penalty: 1163.465820
	Iteration 197Q: 3 clusters Score -1.888981e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308263 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -18889780.000000 Penalty: 1163.465820
	Iteration 198Q: 3 clusters Score -1.888978e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308599 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -18889690.000000 Penalty: 1163.465820
	Iteration 199Q: 3 clusters Score -1.888969e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308892 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -18889602.000000 Penalty: 1163.465820
	Iteration 200F: 3 clusters Score -1.88896e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309144 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -18889596.000000 Penalty: 1163.465820
	Iteration 201Q: 3 clusters Score -1.88896e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309381 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -18889554.000000 Penalty: 1163.465820
	Iteration 202Q: 3 clusters Score -1.888955e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309658 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -18889614.000000 Penalty: 1163.465820
	Iteration 203Q: 3 clusters Score -1.888961e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309929 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -18889636.000000 Penalty: 1163.465820
	Iteration 204Q: 3 clusters Score -1.888964e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310210 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -18889638.000000 Penalty: 1163.465820
	Iteration 205Q: 3 clusters Score -1.888964e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310508 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -18889574.000000 Penalty: 1163.465820
	Iteration 206Q: 3 clusters Score -1.888957e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310803 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -18889444.000000 Penalty: 1163.465820
	Iteration 207Q: 3 clusters Score -1.888944e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311099 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -18889474.000000 Penalty: 1163.465820
	Iteration 208Q: 3 clusters Score -1.888947e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311371 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -18889332.000000 Penalty: 1163.465820
	Iteration 209Q: 3 clusters Score -1.888933e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311619 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -18889290.000000 Penalty: 1163.465820
	Iteration 210Q: 3 clusters Score -1.888929e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311800 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -18889166.000000 Penalty: 1163.465820
	Iteration 211Q: 3 clusters Score -1.888917e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311928 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -18889130.000000 Penalty: 1163.465820
	Iteration 212Q: 3 clusters Score -1.888913e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312077 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -18889108.000000 Penalty: 1163.465820
	Iteration 213Q: 3 clusters Score -1.888911e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312232 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -18889100.000000 Penalty: 1163.465820
	Iteration 214Q: 3 clusters Score -1.88891e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312388 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -18888970.000000 Penalty: 1163.465820
	Iteration 215Q: 3 clusters Score -1.888897e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312527 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -18888886.000000 Penalty: 1163.465820
	Iteration 216Q: 3 clusters Score -1.888889e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312664 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -18888894.000000 Penalty: 1163.465820
	Iteration 217Q: 3 clusters Score -1.888889e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312825 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -18888908.000000 Penalty: 1163.465820
	Iteration 218Q: 3 clusters Score -1.888891e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312975 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -18888832.000000 Penalty: 1163.465820
	Iteration 219Q: 3 clusters Score -1.888883e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313129 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -18888748.000000 Penalty: 1163.465820
	Iteration 220F: 3 clusters Score -1.888875e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313276 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -18888660.000000 Penalty: 1163.465820
	Iteration 221Q: 3 clusters Score -1.888866e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313428 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -18888530.000000 Penalty: 1163.465820
	Iteration 222Q: 3 clusters Score -1.888853e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313559 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -18888480.000000 Penalty: 1163.465820
	Iteration 223Q: 3 clusters Score -1.888848e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313690 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -18888402.000000 Penalty: 1163.465820
	Iteration 224Q: 3 clusters Score -1.88884e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313813 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -18888318.000000 Penalty: 1163.465820
	Iteration 225Q: 3 clusters Score -1.888832e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313918 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -18888258.000000 Penalty: 1163.465820
	Iteration 226Q: 3 clusters Score -1.888826e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314022 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -18888136.000000 Penalty: 1163.465820
	Iteration 227Q: 3 clusters Score -1.888814e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314120 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -18888030.000000 Penalty: 1163.465820
	Iteration 228Q: 3 clusters Score -1.888803e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314210 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -18887962.000000 Penalty: 1163.465820
	Iteration 229Q: 3 clusters Score -1.888796e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314288 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -18887878.000000 Penalty: 1163.465820
	Iteration 230Q: 3 clusters Score -1.888788e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314386 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -18887812.000000 Penalty: 1163.465820
	Iteration 231Q: 3 clusters Score -1.888781e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314457 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -18887722.000000 Penalty: 1163.465820
	Iteration 232Q: 3 clusters Score -1.888772e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314529 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -18887726.000000 Penalty: 1163.465820
	Iteration 233Q: 3 clusters Score -1.888773e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314600 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -18887666.000000 Penalty: 1163.465820
	Iteration 234Q: 3 clusters Score -1.888767e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314652 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -18887630.000000 Penalty: 1163.465820
	Iteration 235Q: 3 clusters Score -1.888763e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314700 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -18887586.000000 Penalty: 1163.465820
	Iteration 236Q: 3 clusters Score -1.888759e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314752 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -18887496.000000 Penalty: 1163.465820
	Iteration 237Q: 3 clusters Score -1.88875e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314803 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -18887448.000000 Penalty: 1163.465820
	Iteration 238Q: 3 clusters Score -1.888745e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314846 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -18887388.000000 Penalty: 1163.465820
	Iteration 239Q: 3 clusters Score -1.888739e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314894 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -18887354.000000 Penalty: 1163.465820
	Iteration 240F: 3 clusters Score -1.888735e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314947 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -18887320.000000 Penalty: 1163.465820
	Iteration 241Q: 3 clusters Score -1.888732e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314997 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -18887270.000000 Penalty: 1163.465820
	Iteration 242Q: 3 clusters Score -1.888727e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315048 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -18887208.000000 Penalty: 1163.465820
	Iteration 243Q: 3 clusters Score -1.888721e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315076 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -18887216.000000 Penalty: 1163.465820
	Iteration 244Q: 3 clusters Score -1.888722e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 315106 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -18887184.000000 Penalty: 1163.465820
	Iteration 245Q: 3 clusters Score -1.888718e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315129 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -18887192.000000 Penalty: 1163.465820
	Iteration 246Q: 3 clusters Score -1.888719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315147 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -18887194.000000 Penalty: 1163.465820
	Iteration 247Q: 3 clusters Score -1.888719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315166 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -18887176.000000 Penalty: 1163.465820
	Iteration 248Q: 3 clusters Score -1.888718e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315185 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -18887168.000000 Penalty: 1163.465820
	Iteration 249Q: 3 clusters Score -1.888717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315209 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -18887150.000000 Penalty: 1163.465820
	Iteration 250Q: 3 clusters Score -1.888715e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315233 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -18887120.000000 Penalty: 1163.465820
	Iteration 251Q: 3 clusters Score -1.888712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315254 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -18887120.000000 Penalty: 1163.465820
	Iteration 252Q: 3 clusters Score -1.888712e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315276 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -18887120.000000 Penalty: 1163.465820
	Iteration 253Q: 3 clusters Score -1.888712e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315301 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -18887122.000000 Penalty: 1163.465820
	Iteration 254Q: 3 clusters Score -1.888712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315317 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -18887110.000000 Penalty: 1163.465820
	Iteration 255Q: 3 clusters Score -1.888711e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315342 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -18887098.000000 Penalty: 1163.465820
	Iteration 256Q: 3 clusters Score -1.88871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315359 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -18887076.000000 Penalty: 1163.465820
	Iteration 257Q: 3 clusters Score -1.888708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315376 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -18887050.000000 Penalty: 1163.465820
	Iteration 258Q: 3 clusters Score -1.888705e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315392 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -18887034.000000 Penalty: 1163.465820
	Iteration 259Q: 3 clusters Score -1.888703e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315419 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -18887004.000000 Penalty: 1163.465820
	Iteration 260F: 3 clusters Score -1.8887e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315446 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -18886974.000000 Penalty: 1163.465820
	Iteration 261Q: 3 clusters Score -1.888697e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315470 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -18886934.000000 Penalty: 1163.465820
	Iteration 262Q: 3 clusters Score -1.888693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315492 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -18886920.000000 Penalty: 1163.465820
	Iteration 263Q: 3 clusters Score -1.888692e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315512 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -18886888.000000 Penalty: 1163.465820
	Iteration 264Q: 3 clusters Score -1.888689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315527 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -18886880.000000 Penalty: 1163.465820
	Iteration 265Q: 3 clusters Score -1.888688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315547 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -18886880.000000 Penalty: 1163.465820
	Iteration 266Q: 3 clusters Score -1.888688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315567 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -18886860.000000 Penalty: 1163.465820
	Iteration 267Q: 3 clusters Score -1.888686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315590 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -18886844.000000 Penalty: 1163.465820
	Iteration 268Q: 3 clusters Score -1.888684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315605 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -18886848.000000 Penalty: 1163.465820
	Iteration 269Q: 3 clusters Score -1.888685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315630 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -18886814.000000 Penalty: 1163.465820
	Iteration 270Q: 3 clusters Score -1.888681e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315658 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -18886794.000000 Penalty: 1163.465820
	Iteration 271Q: 3 clusters Score -1.888679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315675 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -18886806.000000 Penalty: 1163.465820
	Iteration 272Q: 3 clusters Score -1.888681e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315693 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -18886806.000000 Penalty: 1163.465820
	Iteration 273Q: 3 clusters Score -1.888681e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315710 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -18886768.000000 Penalty: 1163.465820
	Iteration 274Q: 3 clusters Score -1.888677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315726 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -18886768.000000 Penalty: 1163.465820
	Iteration 275Q: 3 clusters Score -1.888677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315735 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -18886766.000000 Penalty: 1163.465820
	Iteration 276Q: 3 clusters Score -1.888677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315736 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -18886764.000000 Penalty: 1163.465820
	Iteration 277Q: 3 clusters Score -1.888676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315739 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -18886780.000000 Penalty: 1163.465820
	Iteration 278Q: 3 clusters Score -1.888678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315745 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -18886774.000000 Penalty: 1163.465820
	Iteration 279Q: 3 clusters Score -1.888677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315751 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -18886774.000000 Penalty: 1163.465820
	Iteration 280F: 3 clusters Score -1.888677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315756 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -18886770.000000 Penalty: 1163.465820
	Iteration 281Q: 3 clusters Score -1.888677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315759 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -18886760.000000 Penalty: 1163.465820
	Iteration 282Q: 3 clusters Score -1.888676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315762 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -18886772.000000 Penalty: 1163.465820
	Iteration 283Q: 3 clusters Score -1.888677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315763 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -18886776.000000 Penalty: 1163.465820
	Iteration 284Q: 3 clusters Score -1.888678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315766 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -18886770.000000 Penalty: 1163.465820
	Iteration 285Q: 3 clusters Score -1.888677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315766 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -18886774.000000 Penalty: 1163.465820
	Iteration 286Q: 3 clusters Score -1.888677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315769 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -18886776.000000 Penalty: 1163.465820
	Iteration 287Q: 3 clusters Score -1.888678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315771 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -18886774.000000 Penalty: 1163.465820
	Iteration 288Q: 3 clusters Score -1.888677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315774 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -18886766.000000 Penalty: 1163.465820
	Iteration 289Q: 3 clusters Score -1.888677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315777 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -18886778.000000 Penalty: 1163.465820
	Iteration 290Q: 3 clusters Score -1.888678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315779 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -18886772.000000 Penalty: 1163.465820
	Iteration 291Q: 3 clusters Score -1.888677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315783 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -18886758.000000 Penalty: 1163.465820
	Iteration 292Q: 3 clusters Score -1.888676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315786 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -18886760.000000 Penalty: 1163.465820
	Iteration 293Q: 3 clusters Score -1.888676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315790 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -18886760.000000 Penalty: 1163.465820
	Iteration 294Q: 3 clusters Score -1.888676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315795 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -18886758.000000 Penalty: 1163.465820
	Iteration 295Q: 3 clusters Score -1.888676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315801 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -18886754.000000 Penalty: 1163.465820
	Iteration 296Q: 3 clusters Score -1.888675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315811 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -18886756.000000 Penalty: 1163.465820
	Iteration 297Q: 3 clusters Score -1.888676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315825 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -18886728.000000 Penalty: 1163.465820
	Iteration 298Q: 3 clusters Score -1.888673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315836 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -18886708.000000 Penalty: 1163.465820
	Iteration 299Q: 3 clusters Score -1.888671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315846 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -18886700.000000 Penalty: 1163.465820
	Iteration 300F: 3 clusters Score -1.88867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315851 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -18886692.000000 Penalty: 1163.465820
	Iteration 301Q: 3 clusters Score -1.888669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315854 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -18886692.000000 Penalty: 1163.465820
	Iteration 302Q: 3 clusters Score -1.888669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315859 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -18886696.000000 Penalty: 1163.465820
	Iteration 303Q: 3 clusters Score -1.88867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315862 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -18886688.000000 Penalty: 1163.465820
	Iteration 304Q: 3 clusters Score -1.888669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315865 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -18886690.000000 Penalty: 1163.465820
	Iteration 305Q: 3 clusters Score -1.888669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315868 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -18886688.000000 Penalty: 1163.465820
	Iteration 306Q: 3 clusters Score -1.888669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315870 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -18886682.000000 Penalty: 1163.465820
	Iteration 307Q: 3 clusters Score -1.888668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315872 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -18886674.000000 Penalty: 1163.465820
	Iteration 308Q: 3 clusters Score -1.888667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315874 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -18886678.000000 Penalty: 1163.465820
	Iteration 309Q: 3 clusters Score -1.888668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315878 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -18886680.000000 Penalty: 1163.465820
	Iteration 310Q: 3 clusters Score -1.888668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315882 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -18886682.000000 Penalty: 1163.465820
	Iteration 311Q: 3 clusters Score -1.888668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315885 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -18886688.000000 Penalty: 1163.465820
	Iteration 312Q: 3 clusters Score -1.888669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315886 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -18886678.000000 Penalty: 1163.465820
	Iteration 313Q: 3 clusters Score -1.888668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315887 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -18886668.000000 Penalty: 1163.465820
	Iteration 314Q: 3 clusters Score -1.888667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315887 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -18886668.000000 Penalty: 1163.465820
	Iteration 315F: 3 clusters Score -1.888667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31485 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 47683 members 
Mstep: Class 11 contains 634 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 12758 members 
Mstep: Class 15 contains 315887 members 
Mstep: Class 16 contains 48337 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 198 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 9123 members 
Mstep: Class 23 contains 41059 members 
Entering Unmasked Estep 
Score: -27399936.000000 Penalty: 13803.310547
Splitting cluster 15 changes total score from -27346922.000000 to -27399936.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (48337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Entering Unmasked Estep 
Score: -2480455.500000 Penalty: 490.760834
	Iteration 0F: 2 clusters Score -2480456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -2447992.000000 Penalty: 981.521667
	Iteration 0F: 3 clusters Score -2447992 nChanged 23422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2461783.750000 Penalty: 981.521667
	Iteration 1F: 3 clusters Score -2461784 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2462409.750000 Penalty: 981.521667
	Iteration 2Q: 3 clusters Score -2462410 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2463389.250000 Penalty: 981.521667
	Iteration 3F: 3 clusters Score -2463389 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2465189.500000 Penalty: 981.521667
	Iteration 4F: 3 clusters Score -2465190 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2468263.000000 Penalty: 981.521667
	Iteration 5F: 3 clusters Score -2468263 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2472700.500000 Penalty: 981.521667
	Iteration 6F: 3 clusters Score -2472700 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2476923.000000 Penalty: 981.521667
	Iteration 7F: 3 clusters Score -2476923 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2479176.750000 Penalty: 981.521667
	Iteration 8Q: 3 clusters Score -2479177 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2479829.000000 Penalty: 981.521667
	Iteration 9Q: 3 clusters Score -2479829 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2479970.250000 Penalty: 981.521667
	Iteration 10Q: 3 clusters Score -2479970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2480014.750000 Penalty: 981.521667
	Iteration 11Q: 3 clusters Score -2480015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2480032.000000 Penalty: 981.521667
	Iteration 12Q: 3 clusters Score -2480032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2480036.250000 Penalty: 981.521667
	Iteration 13Q: 3 clusters Score -2480036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2480036.500000 Penalty: 981.521667
	Iteration 14Q: 3 clusters Score -2480036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2480036.500000 Penalty: 981.521667
	Iteration 15F: 3 clusters Score -2480036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -37560.257812 Penalty: 307.440430
	Iteration 0F: 2 clusters Score -37560.26 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 418 members 
Entering Unmasked Estep 
Score: -36861.261719 Penalty: 614.880859
	Iteration 0F: 3 clusters Score -36861.26 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37109.539062 Penalty: 614.880859
	Iteration 1F: 3 clusters Score -37109.54 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37234.671875 Penalty: 614.880859
	Iteration 2F: 3 clusters Score -37234.67 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37335.679688 Penalty: 614.880859
	Iteration 3F: 3 clusters Score -37335.68 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37427.847656 Penalty: 614.880859
	Iteration 4F: 3 clusters Score -37427.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -37501.535156 Penalty: 614.880859
	Iteration 5F: 3 clusters Score -37501.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -37586.203125 Penalty: 614.880859
	Iteration 6F: 3 clusters Score -37586.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -37675.300781 Penalty: 614.880859
	Iteration 7Q: 3 clusters Score -37675.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -37824.394531 Penalty: 614.880859
	Iteration 8Q: 3 clusters Score -37824.39 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -37922.992188 Penalty: 614.880859
	Iteration 9F: 3 clusters Score -37922.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -38029.828125 Penalty: 614.880859
	Iteration 10F: 3 clusters Score -38029.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -38213.289062 Penalty: 614.880859
	Iteration 11F: 3 clusters Score -38213.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -38395.023438 Penalty: 614.880859
	Iteration 12Q: 3 clusters Score -38395.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -38683.550781 Penalty: 614.880859
	Iteration 13Q: 3 clusters Score -38683.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -38730.250000 Penalty: 614.880859
	Iteration 14Q: 3 clusters Score -38730.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -38733.191406 Penalty: 614.880859
	Iteration 15Q: 3 clusters Score -38733.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -38734.773438 Penalty: 614.880859
	Iteration 16Q: 3 clusters Score -38734.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -38735.578125 Penalty: 614.880859
	Iteration 17Q: 3 clusters Score -38735.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -38736.039062 Penalty: 614.880859
	Iteration 18Q: 3 clusters Score -38736.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -38736.039062 Penalty: 614.880859
	Iteration 19F: 3 clusters Score -38736.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31485 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 47683 members 
Mstep: Class 11 contains 634 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 12758 members 
Mstep: Class 15 contains 315887 members 
Mstep: Class 16 contains 48337 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 198 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 9123 members 
Mstep: Class 23 contains 41059 members 
Mstep: Class 24 contains 444 members 
Entering Unmasked Estep 
Score: -27400838.000000 Penalty: 14403.454102
Splitting cluster 17 changes total score from -27346922.000000 to -27400838.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -119794.789062 Penalty: 353.736816
	Iteration 0F: 2 clusters Score -119794.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -118111.000000 Penalty: 707.473633
	Iteration 0F: 3 clusters Score -118111 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -118720.914062 Penalty: 707.473633
	Iteration 1F: 3 clusters Score -118720.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -118885.726562 Penalty: 707.473633
	Iteration 2F: 3 clusters Score -118885.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -119052.367188 Penalty: 707.473633
	Iteration 3F: 3 clusters Score -119052.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -119170.648438 Penalty: 707.473633
	Iteration 4F: 3 clusters Score -119170.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -119309.929688 Penalty: 707.473633
	Iteration 5F: 3 clusters Score -119309.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -119456.500000 Penalty: 707.473633
	Iteration 6F: 3 clusters Score -119456.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -119580.929688 Penalty: 707.473633
	Iteration 7Q: 3 clusters Score -119580.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -119684.492188 Penalty: 707.473633
	Iteration 8Q: 3 clusters Score -119684.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -119738.109375 Penalty: 707.473633
	Iteration 9Q: 3 clusters Score -119738.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -119768.937500 Penalty: 707.473633
	Iteration 10Q: 3 clusters Score -119768.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -119794.000000 Penalty: 707.473633
	Iteration 11Q: 3 clusters Score -119794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -119810.085938 Penalty: 707.473633
	Iteration 12Q: 3 clusters Score -119810.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -119825.859375 Penalty: 707.473633
	Iteration 13Q: 3 clusters Score -119825.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -119836.046875 Penalty: 707.473633
	Iteration 14Q: 3 clusters Score -119836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -119844.546875 Penalty: 707.473633
	Iteration 15Q: 3 clusters Score -119844.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -119849.882812 Penalty: 707.473633
	Iteration 16Q: 3 clusters Score -119849.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -119858.375000 Penalty: 707.473633
	Iteration 17Q: 3 clusters Score -119858.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -119868.359375 Penalty: 707.473633
	Iteration 18Q: 3 clusters Score -119868.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -119874.437500 Penalty: 707.473633
	Iteration 19Q: 3 clusters Score -119874.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -119878.867188 Penalty: 707.473633
	Iteration 20F: 3 clusters Score -119878.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -119884.617188 Penalty: 707.473633
	Iteration 21Q: 3 clusters Score -119884.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -119890.718750 Penalty: 707.473633
	Iteration 22Q: 3 clusters Score -119890.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119896.703125 Penalty: 707.473633
	Iteration 23Q: 3 clusters Score -119896.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -119900.804688 Penalty: 707.473633
	Iteration 24Q: 3 clusters Score -119900.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -119903.914062 Penalty: 707.473633
	Iteration 25Q: 3 clusters Score -119903.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -119904.828125 Penalty: 707.473633
	Iteration 26Q: 3 clusters Score -119904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -119905.445312 Penalty: 707.473633
	Iteration 27Q: 3 clusters Score -119905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -119905.664062 Penalty: 707.473633
	Iteration 28Q: 3 clusters Score -119905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -119906.164062 Penalty: 707.473633
	Iteration 29Q: 3 clusters Score -119906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -119906.656250 Penalty: 707.473633
	Iteration 30Q: 3 clusters Score -119906.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -119907.546875 Penalty: 707.473633
	Iteration 31Q: 3 clusters Score -119907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -119907.578125 Penalty: 707.473633
	Iteration 32Q: 3 clusters Score -119907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -119908.046875 Penalty: 707.473633
	Iteration 33Q: 3 clusters Score -119908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -119908.335938 Penalty: 707.473633
	Iteration 34Q: 3 clusters Score -119908.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -119908.250000 Penalty: 707.473633
	Iteration 35Q: 3 clusters Score -119908.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -119908.250000 Penalty: 707.473633
	Iteration 36F: 3 clusters Score -119908.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31485 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 47683 members 
Mstep: Class 11 contains 634 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 12758 members 
Mstep: Class 15 contains 315887 members 
Mstep: Class 16 contains 48337 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 1812 members 
Mstep: Class 19 contains 198 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 9123 members 
Mstep: Class 23 contains 41059 members 
Mstep: Class 24 contains 444 members 
Mstep: Class 25 contains 567 members 
Entering Unmasked Estep 
Score: -27400716.000000 Penalty: 15003.598633
Splitting cluster 18 changes total score from -27346922.000000 to -27400716.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -9067.127930 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -9067.128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8773.287109 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -8773.287 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8830.764648 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -8830.765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8857.806641 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -8857.807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8875.970703 Penalty: 481.232300
	Iteration 3F: 3 clusters Score -8875.971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8890.430664 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -8890.431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8893.907227 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -8893.907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8895.109375 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -8895.109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8895.109375 Penalty: 481.232300
	Iteration 7F: 3 clusters Score -8895.109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Entering Unmasked Estep 
Score: -439430.750000 Penalty: 414.894226
	Iteration 0F: 2 clusters Score -439430.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -433342.562500 Penalty: 829.788452
	Iteration 0F: 3 clusters Score -433342.6 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -435901.062500 Penalty: 829.788452
	Iteration 1F: 3 clusters Score -435901.1 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -436339.125000 Penalty: 829.788452
	Iteration 2F: 3 clusters Score -436339.1 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -436884.093750 Penalty: 829.788452
	Iteration 3F: 3 clusters Score -436884.1 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -437494.593750 Penalty: 829.788452
	Iteration 4F: 3 clusters Score -437494.6 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -438053.375000 Penalty: 829.788452
	Iteration 5F: 3 clusters Score -438053.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -438539.218750 Penalty: 829.788452
	Iteration 6F: 3 clusters Score -438539.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -438993.906250 Penalty: 829.788452
	Iteration 7F: 3 clusters Score -438993.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -439313.875000 Penalty: 829.788452
	Iteration 8Q: 3 clusters Score -439313.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -439464.875000 Penalty: 829.788452
	Iteration 9Q: 3 clusters Score -439464.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -439551.562500 Penalty: 829.788452
	Iteration 10Q: 3 clusters Score -439551.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -439590.500000 Penalty: 829.788452
	Iteration 11Q: 3 clusters Score -439590.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -439616.156250 Penalty: 829.788452
	Iteration 12Q: 3 clusters Score -439616.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -439628.093750 Penalty: 829.788452
	Iteration 13Q: 3 clusters Score -439628.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -439634.906250 Penalty: 829.788452
	Iteration 14Q: 3 clusters Score -439634.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -439642.281250 Penalty: 829.788452
	Iteration 15Q: 3 clusters Score -439642.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -439646.062500 Penalty: 829.788452
	Iteration 16Q: 3 clusters Score -439646.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -439648.718750 Penalty: 829.788452
	Iteration 17Q: 3 clusters Score -439648.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -439650.125000 Penalty: 829.788452
	Iteration 18Q: 3 clusters Score -439650.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -439652.062500 Penalty: 829.788452
	Iteration 19Q: 3 clusters Score -439652.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -439651.406250 Penalty: 829.788452
	Iteration 20F: 3 clusters Score -439651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -439652.000000 Penalty: 829.788452
	Iteration 21Q: 3 clusters Score -439652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -439651.875000 Penalty: 829.788452
	Iteration 22Q: 3 clusters Score -439651.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -439651.875000 Penalty: 829.788452
	Iteration 23F: 3 clusters Score -439651.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31485 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 47683 members 
Mstep: Class 11 contains 634 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 12758 members 
Mstep: Class 15 contains 315887 members 
Mstep: Class 16 contains 48337 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 1812 members 
Mstep: Class 19 contains 198 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 8735 members 
Mstep: Class 23 contains 41059 members 
Mstep: Class 24 contains 444 members 
Mstep: Class 25 contains 567 members 
Mstep: Class 26 contains 388 members 
Entering Unmasked Estep 
Score: -27400774.000000 Penalty: 15603.742188
Splitting cluster 22 changes total score from -27346922.000000 to -27400774.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3111 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31485 members 
Mstep: Class 3 contains 814 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 4163 members 
Mstep: Class 10 contains 47683 members 
Mstep: Class 11 contains 634 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 15 contains 315887 members 
Mstep: Class 16 contains 48337 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 1812 members 
Mstep: Class 19 contains 198 members 
Mstep: Class 22 contains 8735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27404130.000000 Penalty: 15603.742188
Iteration 39Q: 27 clusters Score -2.740413e+07 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 3116 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 30292 members 
Mstep: Class 3 contains 788 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 5 contains 3453 members 
Mstep: Class 6 contains 6822 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 4119 members 
Mstep: Class 10 contains 48696 members 
Mstep: Class 11 contains 651 members 
Mstep: Class 12 contains 475 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 12605 members 
Mstep: Class 15 contains 317625 members 
Mstep: Class 16 contains 47074 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1914 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 131 members 
Mstep: Class 22 contains 8766 members 
Mstep: Class 23 contains 40603 members 
Mstep: Class 24 contains 444 members 
Mstep: Class 25 contains 554 members 
Mstep: Class 26 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27406582.000000 Penalty: 15603.742188
Iteration 40F: 27 clusters Score -2.740658e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 3041 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 31007 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 3470 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 460 members 
Mstep: Class 9 contains 4104 members 
Mstep: Class 10 contains 49313 members 
Mstep: Class 11 contains 660 members 
Mstep: Class 12 contains 500 members 
Mstep: Class 13 contains 1722 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 15 contains 316466 members 
Mstep: Class 16 contains 46236 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1876 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 8683 members 
Mstep: Class 23 contains 40738 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27409566.000000 Penalty: 15603.742188
Iteration 41Q: 27 clusters Score -2.740957e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 3032 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 31902 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 6894 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 4103 members 
Mstep: Class 10 contains 49990 members 
Mstep: Class 11 contains 655 members 
Mstep: Class 12 contains 511 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 12948 members 
Mstep: Class 15 contains 315160 members 
Mstep: Class 16 contains 45544 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 516 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 8591 members 
Mstep: Class 23 contains 40877 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 660 members 
Mstep: Class 26 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27411232.000000 Penalty: 15603.742188
Iteration 42Q: 27 clusters Score -2.741123e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 3032 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 32873 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 3546 members 
Mstep: Class 6 contains 6915 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 4104 members 
Mstep: Class 10 contains 50659 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 2136 members 
Mstep: Class 14 contains 13030 members 
Mstep: Class 15 contains 313723 members 
Mstep: Class 16 contains 45032 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 1807 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 8475 members 
Mstep: Class 23 contains 40981 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 664 members 
Mstep: Class 26 contains 406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27413198.000000 Penalty: 15603.742188
Iteration 43Q: 27 clusters Score -2.74132e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 3032 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 33903 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 4105 members 
Mstep: Class 10 contains 51311 members 
Mstep: Class 11 contains 629 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 2384 members 
Mstep: Class 14 contains 13094 members 
Mstep: Class 15 contains 312215 members 
Mstep: Class 16 contains 44606 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 1763 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 144 members 
Mstep: Class 22 contains 8368 members 
Mstep: Class 23 contains 41046 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27414692.000000 Penalty: 15603.742188
Iteration 44Q: 27 clusters Score -2.741469e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 3031 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 34994 members 
Mstep: Class 3 contains 715 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 6920 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 504 members 
Mstep: Class 9 contains 4109 members 
Mstep: Class 10 contains 51932 members 
Mstep: Class 11 contains 618 members 
Mstep: Class 12 contains 535 members 
Mstep: Class 13 contains 2587 members 
Mstep: Class 14 contains 13148 members 
Mstep: Class 15 contains 310743 members 
Mstep: Class 16 contains 44267 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 1734 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 506 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 8268 members 
Mstep: Class 23 contains 41010 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 651 members 
Mstep: Class 26 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27416476.000000 Penalty: 15603.742188
Iteration 45Q: 27 clusters Score -2.741648e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 3031 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 36092 members 
Mstep: Class 3 contains 726 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 6927 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 4113 members 
Mstep: Class 10 contains 52542 members 
Mstep: Class 11 contains 609 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 13204 members 
Mstep: Class 15 contains 309324 members 
Mstep: Class 16 contains 43932 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 1705 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 8169 members 
Mstep: Class 23 contains 40937 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 645 members 
Mstep: Class 26 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27418072.000000 Penalty: 15603.742188
Iteration 46Q: 27 clusters Score -2.741807e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 3031 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 37146 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 3600 members 
Mstep: Class 6 contains 6951 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 4115 members 
Mstep: Class 10 contains 53143 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 13233 members 
Mstep: Class 15 contains 308070 members 
Mstep: Class 16 contains 43625 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 148 members 
Mstep: Class 22 contains 8074 members 
Mstep: Class 23 contains 40760 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 636 members 
Mstep: Class 26 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27419614.000000 Penalty: 15603.742188
Iteration 47Q: 27 clusters Score -2.741961e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 3031 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 38169 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 6957 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4118 members 
Mstep: Class 10 contains 53720 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 2988 members 
Mstep: Class 14 contains 13245 members 
Mstep: Class 15 contains 306956 members 
Mstep: Class 16 contains 43320 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 504 members 
Mstep: Class 21 contains 146 members 
Mstep: Class 22 contains 8008 members 
Mstep: Class 23 contains 40519 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27420804.000000 Penalty: 15603.742188
Iteration 48Q: 27 clusters Score -2.74208e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 3031 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 39235 members 
Mstep: Class 3 contains 733 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 3605 members 
Mstep: Class 6 contains 6955 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 4120 members 
Mstep: Class 10 contains 54248 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 3085 members 
Mstep: Class 14 contains 13266 members 
Mstep: Class 15 contains 305808 members 
Mstep: Class 16 contains 43084 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 7942 members 
Mstep: Class 23 contains 40255 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 627 members 
Mstep: Class 26 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27422114.000000 Penalty: 15603.742188
Iteration 49Q: 27 clusters Score -2.742211e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 3031 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 40277 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 3614 members 
Mstep: Class 6 contains 6954 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 4119 members 
Mstep: Class 10 contains 54719 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 531 members 
Mstep: Class 13 contains 3154 members 
Mstep: Class 14 contains 13288 members 
Mstep: Class 15 contains 304754 members 
Mstep: Class 16 contains 42874 members 
Mstep: Class 17 contains 412 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 508 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 7865 members 
Mstep: Class 23 contains 39981 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 621 members 
Mstep: Class 26 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27423186.000000 Penalty: 15603.742188
Iteration 50Q: 27 clusters Score -2.742319e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 3031 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 41284 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 3616 members 
Mstep: Class 6 contains 6945 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 579 members 
Mstep: Class 9 contains 4119 members 
Mstep: Class 10 contains 55114 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 531 members 
Mstep: Class 13 contains 3224 members 
Mstep: Class 14 contains 13324 members 
Mstep: Class 15 contains 303815 members 
Mstep: Class 16 contains 42683 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1678 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 508 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 7795 members 
Mstep: Class 23 contains 39663 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 620 members 
Mstep: Class 26 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27424102.000000 Penalty: 15603.742188
Iteration 51Q: 27 clusters Score -2.74241e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 3031 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 42286 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 3626 members 
Mstep: Class 6 contains 6931 members 
Mstep: Class 7 contains 433 members 
Mstep: Class 8 contains 584 members 
Mstep: Class 9 contains 4120 members 
Mstep: Class 10 contains 55446 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3303 members 
Mstep: Class 14 contains 13364 members 
Mstep: Class 15 contains 302888 members 
Mstep: Class 16 contains 42526 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 509 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 7718 members 
Mstep: Class 23 contains 39361 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27424952.000000 Penalty: 15603.742188
Iteration 52Q: 27 clusters Score -2.742495e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3031 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 43208 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 3625 members 
Mstep: Class 6 contains 6913 members 
Mstep: Class 7 contains 433 members 
Mstep: Class 8 contains 592 members 
Mstep: Class 9 contains 4121 members 
Mstep: Class 10 contains 55729 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 526 members 
Mstep: Class 13 contains 3381 members 
Mstep: Class 14 contains 13412 members 
Mstep: Class 15 contains 302121 members 
Mstep: Class 16 contains 42383 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 510 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 7636 members 
Mstep: Class 23 contains 39029 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27425692.000000 Penalty: 15603.742188
Iteration 53Q: 27 clusters Score -2.742569e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 3031 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 44115 members 
Mstep: Class 3 contains 778 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 3625 members 
Mstep: Class 6 contains 6910 members 
Mstep: Class 7 contains 434 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 9 contains 4121 members 
Mstep: Class 10 contains 55968 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 525 members 
Mstep: Class 13 contains 3444 members 
Mstep: Class 14 contains 13440 members 
Mstep: Class 15 contains 301479 members 
Mstep: Class 16 contains 42233 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1693 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 7552 members 
Mstep: Class 23 contains 38653 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 608 members 
Mstep: Class 26 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27426384.000000 Penalty: 15603.742188
Iteration 54Q: 27 clusters Score -2.742638e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 3031 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 45042 members 
Mstep: Class 3 contains 777 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 3634 members 
Mstep: Class 6 contains 6890 members 
Mstep: Class 7 contains 439 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 4121 members 
Mstep: Class 10 contains 56178 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 525 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 300855 members 
Mstep: Class 16 contains 42087 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 222 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 7476 members 
Mstep: Class 23 contains 38265 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 606 members 
Mstep: Class 26 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27426956.000000 Penalty: 15603.742188
Iteration 55Q: 27 clusters Score -2.742696e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 3031 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 45948 members 
Mstep: Class 3 contains 778 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 6871 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 614 members 
Mstep: Class 9 contains 4119 members 
Mstep: Class 10 contains 56341 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 525 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 13533 members 
Mstep: Class 15 contains 300275 members 
Mstep: Class 16 contains 41971 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1689 members 
Mstep: Class 19 contains 224 members 
Mstep: Class 20 contains 512 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 7405 members 
Mstep: Class 23 contains 37873 members 
Mstep: Class 24 contains 446 members 
Mstep: Class 25 contains 604 members 
Mstep: Class 26 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27427444.000000 Penalty: 15603.742188
Iteration 56Q: 27 clusters Score -2.742744e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 3031 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 46801 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 3633 members 
Mstep: Class 6 contains 6863 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 621 members 
Mstep: Class 9 contains 4118 members 
Mstep: Class 10 contains 56468 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 525 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 13573 members 
Mstep: Class 15 contains 299751 members 
Mstep: Class 16 contains 41906 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1691 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 7325 members 
Mstep: Class 23 contains 37486 members 
Mstep: Class 24 contains 446 members 
Mstep: Class 25 contains 604 members 
Mstep: Class 26 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27428138.000000 Penalty: 15603.742188
Iteration 57Q: 27 clusters Score -2.742814e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 3031 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 47560 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 6852 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 623 members 
Mstep: Class 9 contains 4117 members 
Mstep: Class 10 contains 56577 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 525 members 
Mstep: Class 13 contains 3635 members 
Mstep: Class 14 contains 13633 members 
Mstep: Class 15 contains 299338 members 
Mstep: Class 16 contains 41854 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1687 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 7253 members 
Mstep: Class 23 contains 37072 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 605 members 
Mstep: Class 26 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27428580.000000 Penalty: 15603.742188
Iteration 58Q: 27 clusters Score -2.742858e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 3031 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 48239 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 3594 members 
Mstep: Class 6 contains 6846 members 
Mstep: Class 7 contains 443 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 4117 members 
Mstep: Class 10 contains 56671 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 525 members 
Mstep: Class 13 contains 3665 members 
Mstep: Class 14 contains 13670 members 
Mstep: Class 15 contains 299003 members 
Mstep: Class 16 contains 41825 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1687 members 
Mstep: Class 19 contains 225 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 7196 members 
Mstep: Class 23 contains 36684 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27429066.000000 Penalty: 15603.742188
Iteration 59Q: 27 clusters Score -2.742907e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 3031 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 48883 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 6848 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 4115 members 
Mstep: Class 10 contains 56766 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 525 members 
Mstep: Class 13 contains 3697 members 
Mstep: Class 14 contains 13682 members 
Mstep: Class 15 contains 298711 members 
Mstep: Class 16 contains 41809 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1690 members 
Mstep: Class 19 contains 224 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 7135 members 
Mstep: Class 23 contains 36274 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27429670.000000 Penalty: 15603.742188
Iteration 60F: 27 clusters Score -2.742967e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 3010 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 49542 members 
Mstep: Class 3 contains 781 members 
Mstep: Class 4 contains 882 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 6865 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 629 members 
Mstep: Class 9 contains 4114 members 
Mstep: Class 10 contains 56801 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 525 members 
Mstep: Class 13 contains 3732 members 
Mstep: Class 14 contains 13675 members 
Mstep: Class 15 contains 298452 members 
Mstep: Class 16 contains 41786 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1687 members 
Mstep: Class 19 contains 223 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 7061 members 
Mstep: Class 23 contains 35893 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 604 members 
Mstep: Class 26 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27430006.000000 Penalty: 15603.742188
Iteration 61Q: 27 clusters Score -2.743001e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 50170 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 3573 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 629 members 
Mstep: Class 9 contains 4114 members 
Mstep: Class 10 contains 56815 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 526 members 
Mstep: Class 13 contains 3769 members 
Mstep: Class 14 contains 13679 members 
Mstep: Class 15 contains 298255 members 
Mstep: Class 16 contains 41737 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1688 members 
Mstep: Class 19 contains 223 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 7012 members 
Mstep: Class 23 contains 35505 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27430352.000000 Penalty: 15603.742188
Iteration 62Q: 27 clusters Score -2.743035e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 50750 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 875 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 6885 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 631 members 
Mstep: Class 9 contains 4113 members 
Mstep: Class 10 contains 56779 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 527 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 13700 members 
Mstep: Class 15 contains 298111 members 
Mstep: Class 16 contains 41714 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1690 members 
Mstep: Class 19 contains 222 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 6958 members 
Mstep: Class 23 contains 35144 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27430666.000000 Penalty: 15603.742188
Iteration 63Q: 27 clusters Score -2.743067e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 51322 members 
Mstep: Class 3 contains 788 members 
Mstep: Class 4 contains 873 members 
Mstep: Class 5 contains 3550 members 
Mstep: Class 6 contains 6884 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 4111 members 
Mstep: Class 10 contains 56758 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 527 members 
Mstep: Class 13 contains 3802 members 
Mstep: Class 14 contains 13738 members 
Mstep: Class 15 contains 297963 members 
Mstep: Class 16 contains 41686 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1693 members 
Mstep: Class 19 contains 222 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 6914 members 
Mstep: Class 23 contains 34773 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27430808.000000 Penalty: 15603.742188
Iteration 64Q: 27 clusters Score -2.743081e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 51873 members 
Mstep: Class 3 contains 788 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3549 members 
Mstep: Class 6 contains 6881 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 4111 members 
Mstep: Class 10 contains 56711 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 527 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 13769 members 
Mstep: Class 15 contains 297840 members 
Mstep: Class 16 contains 41669 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1697 members 
Mstep: Class 19 contains 222 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6865 members 
Mstep: Class 23 contains 34434 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27430992.000000 Penalty: 15603.742188
Iteration 65Q: 27 clusters Score -2.743099e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 52420 members 
Mstep: Class 3 contains 790 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3543 members 
Mstep: Class 6 contains 6888 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 4111 members 
Mstep: Class 10 contains 56678 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 527 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 13789 members 
Mstep: Class 15 contains 297740 members 
Mstep: Class 16 contains 41658 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1696 members 
Mstep: Class 19 contains 222 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6823 members 
Mstep: Class 23 contains 34056 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27430990.000000 Penalty: 15603.742188
Iteration 66Q: 27 clusters Score -2.743099e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 52958 members 
Mstep: Class 3 contains 792 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3535 members 
Mstep: Class 6 contains 6900 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 4111 members 
Mstep: Class 10 contains 56667 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3775 members 
Mstep: Class 14 contains 13800 members 
Mstep: Class 15 contains 297630 members 
Mstep: Class 16 contains 41657 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1697 members 
Mstep: Class 19 contains 220 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6785 members 
Mstep: Class 23 contains 33668 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27431166.000000 Penalty: 15603.742188
Iteration 67Q: 27 clusters Score -2.743117e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 53476 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3531 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 4110 members 
Mstep: Class 10 contains 56606 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3771 members 
Mstep: Class 14 contains 13818 members 
Mstep: Class 15 contains 297586 members 
Mstep: Class 16 contains 41632 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1698 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6756 members 
Mstep: Class 23 contains 33291 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27431366.000000 Penalty: 15603.742188
Iteration 68Q: 27 clusters Score -2.743137e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 53950 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 6890 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 4109 members 
Mstep: Class 10 contains 56573 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3774 members 
Mstep: Class 14 contains 13842 members 
Mstep: Class 15 contains 297525 members 
Mstep: Class 16 contains 41626 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1700 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6731 members 
Mstep: Class 23 contains 32925 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27431498.000000 Penalty: 15603.742188
Iteration 69Q: 27 clusters Score -2.74315e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 54394 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3521 members 
Mstep: Class 6 contains 6887 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 4109 members 
Mstep: Class 10 contains 56555 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3772 members 
Mstep: Class 14 contains 13861 members 
Mstep: Class 15 contains 297490 members 
Mstep: Class 16 contains 41630 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1701 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6702 members 
Mstep: Class 23 contains 32553 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27431590.000000 Penalty: 15603.742188
Iteration 70Q: 27 clusters Score -2.743159e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 54860 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3511 members 
Mstep: Class 6 contains 6891 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 4109 members 
Mstep: Class 10 contains 56511 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3767 members 
Mstep: Class 14 contains 13876 members 
Mstep: Class 15 contains 297400 members 
Mstep: Class 16 contains 41619 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1700 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6680 members 
Mstep: Class 23 contains 32246 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27431668.000000 Penalty: 15603.742188
Iteration 71Q: 27 clusters Score -2.743167e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 55361 members 
Mstep: Class 3 contains 796 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3501 members 
Mstep: Class 6 contains 6898 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 634 members 
Mstep: Class 9 contains 4109 members 
Mstep: Class 10 contains 56448 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3770 members 
Mstep: Class 14 contains 13901 members 
Mstep: Class 15 contains 297283 members 
Mstep: Class 16 contains 41597 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1698 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6657 members 
Mstep: Class 23 contains 31936 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27431776.000000 Penalty: 15603.742188
Iteration 72Q: 27 clusters Score -2.743178e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 55848 members 
Mstep: Class 3 contains 797 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3480 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 4109 members 
Mstep: Class 10 contains 56375 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 527 members 
Mstep: Class 13 contains 3775 members 
Mstep: Class 14 contains 13937 members 
Mstep: Class 15 contains 297179 members 
Mstep: Class 16 contains 41585 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1696 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6641 members 
Mstep: Class 23 contains 31620 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27431958.000000 Penalty: 15603.742188
Iteration 73Q: 27 clusters Score -2.743196e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 56316 members 
Mstep: Class 3 contains 798 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 6916 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 4109 members 
Mstep: Class 10 contains 56304 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3779 members 
Mstep: Class 14 contains 13971 members 
Mstep: Class 15 contains 297097 members 
Mstep: Class 16 contains 41567 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1696 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 31299 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27432204.000000 Penalty: 15603.742188
Iteration 74Q: 27 clusters Score -2.74322e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 56748 members 
Mstep: Class 3 contains 797 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3432 members 
Mstep: Class 6 contains 6920 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 4109 members 
Mstep: Class 10 contains 56238 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 14017 members 
Mstep: Class 15 contains 297053 members 
Mstep: Class 16 contains 41538 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1698 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 30983 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27432334.000000 Penalty: 15603.742188
Iteration 75Q: 27 clusters Score -2.743233e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 57168 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3418 members 
Mstep: Class 6 contains 6914 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 4109 members 
Mstep: Class 10 contains 56190 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3778 members 
Mstep: Class 14 contains 14039 members 
Mstep: Class 15 contains 297021 members 
Mstep: Class 16 contains 41509 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6609 members 
Mstep: Class 23 contains 30685 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27432450.000000 Penalty: 15603.742188
Iteration 76Q: 27 clusters Score -2.743245e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 57555 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3409 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 4108 members 
Mstep: Class 10 contains 56093 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3767 members 
Mstep: Class 14 contains 14074 members 
Mstep: Class 15 contains 297028 members 
Mstep: Class 16 contains 41481 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6602 members 
Mstep: Class 23 contains 30416 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27432450.000000 Penalty: 15603.742188
Iteration 77Q: 27 clusters Score -2.743245e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 57936 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 4108 members 
Mstep: Class 10 contains 55987 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3755 members 
Mstep: Class 14 contains 14100 members 
Mstep: Class 15 contains 297018 members 
Mstep: Class 16 contains 41480 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6599 members 
Mstep: Class 23 contains 30157 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27432650.000000 Penalty: 15603.742188
Iteration 78Q: 27 clusters Score -2.743265e+07 nChanged 941
Entering ConstructFrom: 
Score: -27432650.000000 Penalty: 15603.742188
Entering ConstructFrom: 
Trying to split cluster 1 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -93260.125000 Penalty: 350.342834
	Iteration 0F: 2 clusters Score -93260.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -91865.890625 Penalty: 700.685669
	Iteration 0F: 3 clusters Score -91865.89 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -93278.117188 Penalty: 700.685669
	Iteration 1F: 3 clusters Score -93278.12 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -93606.960938 Penalty: 700.685669
	Iteration 2F: 3 clusters Score -93606.96 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -93697.257812 Penalty: 700.685669
	Iteration 3F: 3 clusters Score -93697.26 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -93738.789062 Penalty: 700.685669
	Iteration 4Q: 3 clusters Score -93738.79 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -93768.859375 Penalty: 700.685669
	Iteration 5Q: 3 clusters Score -93768.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -93793.500000 Penalty: 700.685669
	Iteration 6Q: 3 clusters Score -93793.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -93825.640625 Penalty: 700.685669
	Iteration 7Q: 3 clusters Score -93825.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -93840.710938 Penalty: 700.685669
	Iteration 8Q: 3 clusters Score -93840.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -93848.554688 Penalty: 700.685669
	Iteration 9Q: 3 clusters Score -93848.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -93855.429688 Penalty: 700.685669
	Iteration 10Q: 3 clusters Score -93855.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -93862.992188 Penalty: 700.685669
	Iteration 11Q: 3 clusters Score -93862.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -93867.312500 Penalty: 700.685669
	Iteration 12Q: 3 clusters Score -93867.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -93871.593750 Penalty: 700.685669
	Iteration 13Q: 3 clusters Score -93871.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -93875.460938 Penalty: 700.685669
	Iteration 14Q: 3 clusters Score -93875.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -93876.734375 Penalty: 700.685669
	Iteration 15Q: 3 clusters Score -93876.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -93877.367188 Penalty: 700.685669
	Iteration 16Q: 3 clusters Score -93877.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -93877.664062 Penalty: 700.685669
	Iteration 17Q: 3 clusters Score -93877.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -93877.664062 Penalty: 700.685669
	Iteration 18F: 3 clusters Score -93877.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 58299 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 6920 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 637 members 
Mstep: Class 9 contains 4108 members 
Mstep: Class 10 contains 55878 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 14135 members 
Mstep: Class 15 contains 297030 members 
Mstep: Class 16 contains 41451 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6596 members 
Mstep: Class 23 contains 29895 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1865 members 
Entering Unmasked Estep 
Score: -27433002.000000 Penalty: 16203.886719
Splitting cluster 1 changes total score from -27432650.000000 to -27433002.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 2 (58299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Entering Unmasked Estep 
Score: -3203949.000000 Penalty: 499.286957
	Iteration 0F: 2 clusters Score -3203949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3164636.750000 Penalty: 998.573914
	Iteration 0F: 3 clusters Score -3164637 nChanged 28304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -3182061.000000 Penalty: 998.573914
	Iteration 1F: 3 clusters Score -3182061 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -3183868.500000 Penalty: 998.573914
	Iteration 2F: 3 clusters Score -3183868 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -3186891.250000 Penalty: 998.573914
	Iteration 3F: 3 clusters Score -3186891 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -3191125.000000 Penalty: 998.573914
	Iteration 4F: 3 clusters Score -3191125 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -3195323.500000 Penalty: 998.573914
	Iteration 5F: 3 clusters Score -3195324 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -3197817.000000 Penalty: 998.573914
	Iteration 6F: 3 clusters Score -3197817 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -3198724.250000 Penalty: 998.573914
	Iteration 7Q: 3 clusters Score -3198724 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -3199073.500000 Penalty: 998.573914
	Iteration 8Q: 3 clusters Score -3199074 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -3199293.000000 Penalty: 998.573914
	Iteration 9Q: 3 clusters Score -3199293 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -3199464.500000 Penalty: 998.573914
	Iteration 10Q: 3 clusters Score -3199464 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -3199639.750000 Penalty: 998.573914
	Iteration 11Q: 3 clusters Score -3199640 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -3199793.500000 Penalty: 998.573914
	Iteration 12Q: 3 clusters Score -3199794 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -3199995.000000 Penalty: 998.573914
	Iteration 13Q: 3 clusters Score -3199995 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -3200172.500000 Penalty: 998.573914
	Iteration 14Q: 3 clusters Score -3200172 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -3200356.750000 Penalty: 998.573914
	Iteration 15Q: 3 clusters Score -3200357 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -3200585.500000 Penalty: 998.573914
	Iteration 16Q: 3 clusters Score -3200586 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -3200814.250000 Penalty: 998.573914
	Iteration 17Q: 3 clusters Score -3200814 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -3201040.750000 Penalty: 998.573914
	Iteration 18Q: 3 clusters Score -3201041 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -3201273.750000 Penalty: 998.573914
	Iteration 19Q: 3 clusters Score -3201274 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -3201478.500000 Penalty: 998.573914
	Iteration 20F: 3 clusters Score -3201478 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -3201730.000000 Penalty: 998.573914
	Iteration 21Q: 3 clusters Score -3201730 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -3201991.000000 Penalty: 998.573914
	Iteration 22Q: 3 clusters Score -3201991 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -3202247.750000 Penalty: 998.573914
	Iteration 23Q: 3 clusters Score -3202248 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -3202486.750000 Penalty: 998.573914
	Iteration 24Q: 3 clusters Score -3202487 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -3202681.500000 Penalty: 998.573914
	Iteration 25Q: 3 clusters Score -3202682 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -3202896.250000 Penalty: 998.573914
	Iteration 26Q: 3 clusters Score -3202896 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -3203050.000000 Penalty: 998.573914
	Iteration 27Q: 3 clusters Score -3203050 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -3203187.250000 Penalty: 998.573914
	Iteration 28Q: 3 clusters Score -3203187 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -3203326.750000 Penalty: 998.573914
	Iteration 29Q: 3 clusters Score -3203327 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -3203394.250000 Penalty: 998.573914
	Iteration 30Q: 3 clusters Score -3203394 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -3203466.250000 Penalty: 998.573914
	Iteration 31Q: 3 clusters Score -3203466 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -3203527.500000 Penalty: 998.573914
	Iteration 32Q: 3 clusters Score -3203528 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -3203610.250000 Penalty: 998.573914
	Iteration 33Q: 3 clusters Score -3203610 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -3203667.000000 Penalty: 998.573914
	Iteration 34Q: 3 clusters Score -3203667 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -3203722.000000 Penalty: 998.573914
	Iteration 35Q: 3 clusters Score -3203722 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -3203762.750000 Penalty: 998.573914
	Iteration 36Q: 3 clusters Score -3203763 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -3203800.500000 Penalty: 998.573914
	Iteration 37Q: 3 clusters Score -3203800 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -3203830.500000 Penalty: 998.573914
	Iteration 38Q: 3 clusters Score -3203830 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -3203854.750000 Penalty: 998.573914
	Iteration 39Q: 3 clusters Score -3203855 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -3203861.500000 Penalty: 998.573914
	Iteration 40F: 3 clusters Score -3203862 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -3203890.250000 Penalty: 998.573914
	Iteration 41Q: 3 clusters Score -3203890 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -3203907.500000 Penalty: 998.573914
	Iteration 42Q: 3 clusters Score -3203908 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -3203921.750000 Penalty: 998.573914
	Iteration 43Q: 3 clusters Score -3203922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -3203932.250000 Penalty: 998.573914
	Iteration 44Q: 3 clusters Score -3203932 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -3203943.000000 Penalty: 998.573914
	Iteration 45Q: 3 clusters Score -3203943 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -3203942.500000 Penalty: 998.573914
	Iteration 46Q: 3 clusters Score -3203942 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -3203954.000000 Penalty: 998.573914
	Iteration 47Q: 3 clusters Score -3203954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -3203955.250000 Penalty: 998.573914
	Iteration 48Q: 3 clusters Score -3203955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -3203956.750000 Penalty: 998.573914
	Iteration 49Q: 3 clusters Score -3203957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -3203961.000000 Penalty: 998.573914
	Iteration 50Q: 3 clusters Score -3203961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -3203968.250000 Penalty: 998.573914
	Iteration 51Q: 3 clusters Score -3203968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -3203970.250000 Penalty: 998.573914
	Iteration 52Q: 3 clusters Score -3203970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -3203971.000000 Penalty: 998.573914
	Iteration 53Q: 3 clusters Score -3203971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
Score: -3203970.000000 Penalty: 998.573914
	Iteration 54Q: 3 clusters Score -3203970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -3203968.750000 Penalty: 998.573914
	Iteration 55Q: 3 clusters Score -3203969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -3203972.750000 Penalty: 998.573914
	Iteration 56Q: 3 clusters Score -3203973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -3203970.250000 Penalty: 998.573914
	Iteration 57Q: 3 clusters Score -3203970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -3203979.000000 Penalty: 998.573914
	Iteration 58Q: 3 clusters Score -3203979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -3203981.250000 Penalty: 998.573914
	Iteration 59Q: 3 clusters Score -3203981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -3203979.750000 Penalty: 998.573914
	Iteration 60F: 3 clusters Score -3203980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 55706 members 
Entering Unmasked Estep 
Score: -3203980.500000 Penalty: 998.573914
	Iteration 61Q: 3 clusters Score -3203980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -3203984.250000 Penalty: 998.573914
	Iteration 62Q: 3 clusters Score -3203984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -3203987.500000 Penalty: 998.573914
	Iteration 63Q: 3 clusters Score -3203988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -3203989.750000 Penalty: 998.573914
	Iteration 64Q: 3 clusters Score -3203990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 55764 members 
Entering Unmasked Estep 
Score: -3203978.500000 Penalty: 998.573914
	Iteration 65Q: 3 clusters Score -3203978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -3203970.000000 Penalty: 998.573914
	Iteration 66Q: 3 clusters Score -3203970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -3203975.000000 Penalty: 998.573914
	Iteration 67Q: 3 clusters Score -3203975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -3203971.000000 Penalty: 998.573914
	Iteration 68Q: 3 clusters Score -3203971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -3203971.500000 Penalty: 998.573914
	Iteration 69Q: 3 clusters Score -3203972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -3203973.000000 Penalty: 998.573914
	Iteration 70Q: 3 clusters Score -3203973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -3203973.750000 Penalty: 998.573914
	Iteration 71Q: 3 clusters Score -3203974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -3203970.250000 Penalty: 998.573914
	Iteration 72Q: 3 clusters Score -3203970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -3203972.750000 Penalty: 998.573914
	Iteration 73Q: 3 clusters Score -3203973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -3203972.500000 Penalty: 998.573914
	Iteration 74Q: 3 clusters Score -3203972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 55806 members 
Entering Unmasked Estep 
Score: -3203972.750000 Penalty: 998.573914
	Iteration 75Q: 3 clusters Score -3203973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -3203971.250000 Penalty: 998.573914
	Iteration 76Q: 3 clusters Score -3203971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -3203972.500000 Penalty: 998.573914
	Iteration 77Q: 3 clusters Score -3203972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -3203975.250000 Penalty: 998.573914
	Iteration 78Q: 3 clusters Score -3203975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -3203971.250000 Penalty: 998.573914
	Iteration 79Q: 3 clusters Score -3203971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -3203972.750000 Penalty: 998.573914
	Iteration 80F: 3 clusters Score -3203973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -3203972.000000 Penalty: 998.573914
	Iteration 81Q: 3 clusters Score -3203972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -3203973.500000 Penalty: 998.573914
	Iteration 82Q: 3 clusters Score -3203974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -3203973.500000 Penalty: 998.573914
	Iteration 83F: 3 clusters Score -3203974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2482 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 6920 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 637 members 
Mstep: Class 9 contains 4108 members 
Mstep: Class 10 contains 55878 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 14135 members 
Mstep: Class 15 contains 297030 members 
Mstep: Class 16 contains 41451 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6596 members 
Mstep: Class 23 contains 29895 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 55817 members 
Entering Unmasked Estep 
Score: -27432952.000000 Penalty: 16804.031250
Splitting cluster 2 changes total score from -27432650.000000 to -27432952.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -43061.484375 Penalty: 303.864563
	Iteration 0F: 2 clusters Score -43061.48 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: -42367.738281 Penalty: 607.729126
	Iteration 0F: 3 clusters Score -42367.74 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -42541.449219 Penalty: 607.729126
	Iteration 1F: 3 clusters Score -42541.45 nChanged 65
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: -42579.519531 Penalty: 607.729126
	Iteration 2F: 3 clusters Score -42579.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -42599.945312 Penalty: 607.729126
	Iteration 3F: 3 clusters Score -42599.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -42613.246094 Penalty: 607.729126
	Iteration 4Q: 3 clusters Score -42613.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -42628.523438 Penalty: 607.729126
	Iteration 5Q: 3 clusters Score -42628.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -42657.203125 Penalty: 607.729126
	Iteration 6Q: 3 clusters Score -42657.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -42678.339844 Penalty: 607.729126
	Iteration 7Q: 3 clusters Score -42678.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -42701.937500 Penalty: 607.729126
	Iteration 8Q: 3 clusters Score -42701.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -42722.480469 Penalty: 607.729126
	Iteration 9Q: 3 clusters Score -42722.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -42738.230469 Penalty: 607.729126
	Iteration 10Q: 3 clusters Score -42738.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -42755.390625 Penalty: 607.729126
	Iteration 11Q: 3 clusters Score -42755.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -42764.785156 Penalty: 607.729126
	Iteration 12Q: 3 clusters Score -42764.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -42769.925781 Penalty: 607.729126
	Iteration 13Q: 3 clusters Score -42769.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -42774.503906 Penalty: 607.729126
	Iteration 14Q: 3 clusters Score -42774.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -42775.976562 Penalty: 607.729126
	Iteration 15Q: 3 clusters Score -42775.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -42782.375000 Penalty: 607.729126
	Iteration 16Q: 3 clusters Score -42782.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -42792.257812 Penalty: 607.729126
	Iteration 17Q: 3 clusters Score -42792.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -42796.695312 Penalty: 607.729126
	Iteration 18Q: 3 clusters Score -42796.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -42800.007812 Penalty: 607.729126
	Iteration 19Q: 3 clusters Score -42800.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -42801.253906 Penalty: 607.729126
	Iteration 20F: 3 clusters Score -42801.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -42803.031250 Penalty: 607.729126
	Iteration 21Q: 3 clusters Score -42803.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -42805.531250 Penalty: 607.729126
	Iteration 22Q: 3 clusters Score -42805.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -42808.054688 Penalty: 607.729126
	Iteration 23Q: 3 clusters Score -42808.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -42811.765625 Penalty: 607.729126
	Iteration 24Q: 3 clusters Score -42811.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -42812.453125 Penalty: 607.729126
	Iteration 25Q: 3 clusters Score -42812.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -42812.453125 Penalty: 607.729126
	Iteration 26F: 3 clusters Score -42812.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -32650.056641 Penalty: 308.070923
	Iteration 0F: 2 clusters Score -32650.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -32069.085938 Penalty: 616.141846
	Iteration 0F: 3 clusters Score -32069.09 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33406.753906 Penalty: 616.141846
	Iteration 1F: 3 clusters Score -33406.75 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33793.335938 Penalty: 616.141846
	Iteration 2F: 3 clusters Score -33793.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34018.871094 Penalty: 616.141846
	Iteration 3Q: 3 clusters Score -34018.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34189.031250 Penalty: 616.141846
	Iteration 4Q: 3 clusters Score -34189.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -34229.371094 Penalty: 616.141846
	Iteration 5Q: 3 clusters Score -34229.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34264.859375 Penalty: 616.141846
	Iteration 6Q: 3 clusters Score -34264.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34286.730469 Penalty: 616.141846
	Iteration 7Q: 3 clusters Score -34286.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34292.894531 Penalty: 616.141846
	Iteration 8Q: 3 clusters Score -34292.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34295.359375 Penalty: 616.141846
	Iteration 9Q: 3 clusters Score -34295.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34298.718750 Penalty: 616.141846
	Iteration 10Q: 3 clusters Score -34298.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -34302.242188 Penalty: 616.141846
	Iteration 11Q: 3 clusters Score -34302.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34304.027344 Penalty: 616.141846
	Iteration 12Q: 3 clusters Score -34304.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34304.898438 Penalty: 616.141846
	Iteration 13Q: 3 clusters Score -34304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -34305.562500 Penalty: 616.141846
	Iteration 14Q: 3 clusters Score -34305.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -34305.562500 Penalty: 616.141846
	Iteration 15F: 3 clusters Score -34305.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2482 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 6920 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 637 members 
Mstep: Class 9 contains 4108 members 
Mstep: Class 10 contains 55878 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 14135 members 
Mstep: Class 15 contains 297030 members 
Mstep: Class 16 contains 41451 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6596 members 
Mstep: Class 23 contains 29895 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 55817 members 
Mstep: Class 29 contains 277 members 
Entering Unmasked Estep 
Score: -27434316.000000 Penalty: 17404.173828
Splitting cluster 4 changes total score from -27432650.000000 to -27434316.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 5 (3380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Entering Unmasked Estep 
Score: -171409.156250 Penalty: 369.716217
	Iteration 0F: 2 clusters Score -171409.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -169133.312500 Penalty: 739.432434
	Iteration 0F: 3 clusters Score -169133.3 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -170032.625000 Penalty: 739.432434
	Iteration 1F: 3 clusters Score -170032.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -170260.109375 Penalty: 739.432434
	Iteration 2F: 3 clusters Score -170260.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -170560.578125 Penalty: 739.432434
	Iteration 3F: 3 clusters Score -170560.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -170842.234375 Penalty: 739.432434
	Iteration 4F: 3 clusters Score -170842.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -171014.703125 Penalty: 739.432434
	Iteration 5F: 3 clusters Score -171014.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -171088.781250 Penalty: 739.432434
	Iteration 6Q: 3 clusters Score -171088.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -171139.015625 Penalty: 739.432434
	Iteration 7Q: 3 clusters Score -171139 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -171191.078125 Penalty: 739.432434
	Iteration 8Q: 3 clusters Score -171191.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -171227.750000 Penalty: 739.432434
	Iteration 9Q: 3 clusters Score -171227.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -171243.093750 Penalty: 739.432434
	Iteration 10Q: 3 clusters Score -171243.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -171253.656250 Penalty: 739.432434
	Iteration 11Q: 3 clusters Score -171253.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -171260.906250 Penalty: 739.432434
	Iteration 12Q: 3 clusters Score -171260.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -171266.015625 Penalty: 739.432434
	Iteration 13Q: 3 clusters Score -171266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -171274.343750 Penalty: 739.432434
	Iteration 14Q: 3 clusters Score -171274.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -171277.906250 Penalty: 739.432434
	Iteration 15Q: 3 clusters Score -171277.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -171280.156250 Penalty: 739.432434
	Iteration 16Q: 3 clusters Score -171280.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -171283.375000 Penalty: 739.432434
	Iteration 17Q: 3 clusters Score -171283.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -171286.109375 Penalty: 739.432434
	Iteration 18Q: 3 clusters Score -171286.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -171287.187500 Penalty: 739.432434
	Iteration 19Q: 3 clusters Score -171287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -171287.562500 Penalty: 739.432434
	Iteration 20F: 3 clusters Score -171287.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -171288.140625 Penalty: 739.432434
	Iteration 21Q: 3 clusters Score -171288.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -171288.390625 Penalty: 739.432434
	Iteration 22Q: 3 clusters Score -171288.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -171288.250000 Penalty: 739.432434
	Iteration 23Q: 3 clusters Score -171288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -171288.406250 Penalty: 739.432434
	Iteration 24Q: 3 clusters Score -171288.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -171288.921875 Penalty: 739.432434
	Iteration 25Q: 3 clusters Score -171288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -171289.046875 Penalty: 739.432434
	Iteration 26Q: 3 clusters Score -171289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -171289.859375 Penalty: 739.432434
	Iteration 27Q: 3 clusters Score -171289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -171289.921875 Penalty: 739.432434
	Iteration 28Q: 3 clusters Score -171289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -171290.625000 Penalty: 739.432434
	Iteration 29Q: 3 clusters Score -171290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -171290.453125 Penalty: 739.432434
	Iteration 30Q: 3 clusters Score -171290.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -171291.109375 Penalty: 739.432434
	Iteration 31Q: 3 clusters Score -171291.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -171292.312500 Penalty: 739.432434
	Iteration 32Q: 3 clusters Score -171292.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -171293.000000 Penalty: 739.432434
	Iteration 33Q: 3 clusters Score -171293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -171293.750000 Penalty: 739.432434
	Iteration 34Q: 3 clusters Score -171293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -171294.156250 Penalty: 739.432434
	Iteration 35Q: 3 clusters Score -171294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -171294.593750 Penalty: 739.432434
	Iteration 36Q: 3 clusters Score -171294.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -171294.687500 Penalty: 739.432434
	Iteration 37Q: 3 clusters Score -171294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -171294.796875 Penalty: 739.432434
	Iteration 38Q: 3 clusters Score -171294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -171294.578125 Penalty: 739.432434
	Iteration 39Q: 3 clusters Score -171294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -171294.734375 Penalty: 739.432434
	Iteration 40F: 3 clusters Score -171294.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Entering Unmasked Estep 
Score: -367281.687500 Penalty: 402.318756
	Iteration 0F: 2 clusters Score -367281.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -362721.500000 Penalty: 804.637512
	Iteration 0F: 3 clusters Score -362721.5 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -364430.531250 Penalty: 804.637512
	Iteration 1F: 3 clusters Score -364430.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -364553.093750 Penalty: 804.637512
	Iteration 2Q: 3 clusters Score -364553.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -364698.125000 Penalty: 804.637512
	Iteration 3Q: 3 clusters Score -364698.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -364882.531250 Penalty: 804.637512
	Iteration 4F: 3 clusters Score -364882.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -365135.156250 Penalty: 804.637512
	Iteration 5F: 3 clusters Score -365135.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -365524.187500 Penalty: 804.637512
	Iteration 6F: 3 clusters Score -365524.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -365961.687500 Penalty: 804.637512
	Iteration 7F: 3 clusters Score -365961.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -366251.906250 Penalty: 804.637512
	Iteration 8F: 3 clusters Score -366251.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -366423.250000 Penalty: 804.637512
	Iteration 9Q: 3 clusters Score -366423.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -366561.625000 Penalty: 804.637512
	Iteration 10Q: 3 clusters Score -366561.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -366675.718750 Penalty: 804.637512
	Iteration 11Q: 3 clusters Score -366675.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -366772.187500 Penalty: 804.637512
	Iteration 12Q: 3 clusters Score -366772.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -366845.812500 Penalty: 804.637512
	Iteration 13Q: 3 clusters Score -366845.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -366889.000000 Penalty: 804.637512
	Iteration 14Q: 3 clusters Score -366889 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -366927.250000 Penalty: 804.637512
	Iteration 15Q: 3 clusters Score -366927.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -366956.750000 Penalty: 804.637512
	Iteration 16Q: 3 clusters Score -366956.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -366967.000000 Penalty: 804.637512
	Iteration 17Q: 3 clusters Score -366967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -366971.843750 Penalty: 804.637512
	Iteration 18Q: 3 clusters Score -366971.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -366973.406250 Penalty: 804.637512
	Iteration 19Q: 3 clusters Score -366973.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -366975.718750 Penalty: 804.637512
	Iteration 20F: 3 clusters Score -366975.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -366975.375000 Penalty: 804.637512
	Iteration 21Q: 3 clusters Score -366975.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -366976.875000 Penalty: 804.637512
	Iteration 22Q: 3 clusters Score -366976.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -366977.031250 Penalty: 804.637512
	Iteration 23Q: 3 clusters Score -366977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -366977.468750 Penalty: 804.637512
	Iteration 24Q: 3 clusters Score -366977.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -366977.000000 Penalty: 804.637512
	Iteration 25Q: 3 clusters Score -366977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -366977.218750 Penalty: 804.637512
	Iteration 26Q: 3 clusters Score -366977.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -366978.312500 Penalty: 804.637512
	Iteration 27Q: 3 clusters Score -366978.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -366977.500000 Penalty: 804.637512
	Iteration 28Q: 3 clusters Score -366977.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -366978.093750 Penalty: 804.637512
	Iteration 29Q: 3 clusters Score -366978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -366978.093750 Penalty: 804.637512
	Iteration 30F: 3 clusters Score -366978.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -23189.382812 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -23189.38 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 221 members 
Entering Unmasked Estep 
Score: -22816.478516 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -22816.48 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23024.554688 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -23024.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -23100.281250 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -23100.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -23135.042969 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -23135.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23163.234375 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -23163.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -23183.738281 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -23183.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -23190.593750 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -23190.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -23190.593750 Penalty: 554.924744
	Iteration 7F: 3 clusters Score -23190.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2482 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 6920 members 
Mstep: Class 7 contains 77 members 
Mstep: Class 8 contains 637 members 
Mstep: Class 9 contains 4108 members 
Mstep: Class 10 contains 55878 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 14135 members 
Mstep: Class 15 contains 297030 members 
Mstep: Class 16 contains 41451 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6596 members 
Mstep: Class 23 contains 29895 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 55817 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 368 members 
Entering Unmasked Estep 
Score: -27433996.000000 Penalty: 18004.318359
Splitting cluster 7 changes total score from -27432650.000000 to -27433996.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 8 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -28455.978516 Penalty: 293.783020
	Iteration 0F: 2 clusters Score -28455.98 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 305 members 
Entering Unmasked Estep 
Score: -27892.607422 Penalty: 587.566040
	Iteration 0F: 3 clusters Score -27892.61 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28059.939453 Penalty: 587.566040
	Iteration 1F: 3 clusters Score -28059.94 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28157.753906 Penalty: 587.566040
	Iteration 2F: 3 clusters Score -28157.75 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28285.060547 Penalty: 587.566040
	Iteration 3F: 3 clusters Score -28285.06 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28493.076172 Penalty: 587.566040
	Iteration 4F: 3 clusters Score -28493.08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28586.529297 Penalty: 587.566040
	Iteration 5F: 3 clusters Score -28586.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28610.812500 Penalty: 587.566040
	Iteration 6Q: 3 clusters Score -28610.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -28618.533203 Penalty: 587.566040
	Iteration 7Q: 3 clusters Score -28618.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28628.095703 Penalty: 587.566040
	Iteration 8Q: 3 clusters Score -28628.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28638.726562 Penalty: 587.566040
	Iteration 9Q: 3 clusters Score -28638.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -28643.441406 Penalty: 587.566040
	Iteration 10Q: 3 clusters Score -28643.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28646.699219 Penalty: 587.566040
	Iteration 11Q: 3 clusters Score -28646.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28646.699219 Penalty: 587.566040
	Iteration 12F: 3 clusters Score -28646.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2482 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 6920 members 
Mstep: Class 7 contains 77 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 4108 members 
Mstep: Class 10 contains 55878 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 14135 members 
Mstep: Class 15 contains 297030 members 
Mstep: Class 16 contains 41451 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6596 members 
Mstep: Class 23 contains 29895 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 55817 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 368 members 
Mstep: Class 31 contains 354 members 
Entering Unmasked Estep 
Score: -27433868.000000 Penalty: 18604.462891
Splitting cluster 8 changes total score from -27432650.000000 to -27433868.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 9 (4108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Entering Unmasked Estep 
Score: -207678.203125 Penalty: 378.591431
	Iteration 0F: 2 clusters Score -207678.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -204863.078125 Penalty: 757.182861
	Iteration 0F: 3 clusters Score -204863.1 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -205988.203125 Penalty: 757.182861
	Iteration 1F: 3 clusters Score -205988.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -206150.546875 Penalty: 757.182861
	Iteration 2F: 3 clusters Score -206150.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -206286.328125 Penalty: 757.182861
	Iteration 3F: 3 clusters Score -206286.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -206386.671875 Penalty: 757.182861
	Iteration 4Q: 3 clusters Score -206386.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -206493.218750 Penalty: 757.182861
	Iteration 5Q: 3 clusters Score -206493.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -206592.718750 Penalty: 757.182861
	Iteration 6Q: 3 clusters Score -206592.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -206669.921875 Penalty: 757.182861
	Iteration 7Q: 3 clusters Score -206669.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -206713.609375 Penalty: 757.182861
	Iteration 8Q: 3 clusters Score -206713.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -206739.546875 Penalty: 757.182861
	Iteration 9Q: 3 clusters Score -206739.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -206769.796875 Penalty: 757.182861
	Iteration 10Q: 3 clusters Score -206769.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -206801.812500 Penalty: 757.182861
	Iteration 11Q: 3 clusters Score -206801.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -206832.531250 Penalty: 757.182861
	Iteration 12Q: 3 clusters Score -206832.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -206868.296875 Penalty: 757.182861
	Iteration 13Q: 3 clusters Score -206868.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -206897.421875 Penalty: 757.182861
	Iteration 14Q: 3 clusters Score -206897.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -206921.640625 Penalty: 757.182861
	Iteration 15Q: 3 clusters Score -206921.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -206938.984375 Penalty: 757.182861
	Iteration 16Q: 3 clusters Score -206939 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -206951.421875 Penalty: 757.182861
	Iteration 17Q: 3 clusters Score -206951.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -206964.656250 Penalty: 757.182861
	Iteration 18Q: 3 clusters Score -206964.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -206984.421875 Penalty: 757.182861
	Iteration 19Q: 3 clusters Score -206984.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -207005.671875 Penalty: 757.182861
	Iteration 20F: 3 clusters Score -207005.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -207029.437500 Penalty: 757.182861
	Iteration 21Q: 3 clusters Score -207029.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -207062.890625 Penalty: 757.182861
	Iteration 22Q: 3 clusters Score -207062.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -207099.000000 Penalty: 757.182861
	Iteration 23Q: 3 clusters Score -207099 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -207136.640625 Penalty: 757.182861
	Iteration 24Q: 3 clusters Score -207136.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -207169.109375 Penalty: 757.182861
	Iteration 25Q: 3 clusters Score -207169.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -207197.187500 Penalty: 757.182861
	Iteration 26Q: 3 clusters Score -207197.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -207218.031250 Penalty: 757.182861
	Iteration 27Q: 3 clusters Score -207218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -207244.593750 Penalty: 757.182861
	Iteration 28Q: 3 clusters Score -207244.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -207272.156250 Penalty: 757.182861
	Iteration 29Q: 3 clusters Score -207272.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -207294.812500 Penalty: 757.182861
	Iteration 30Q: 3 clusters Score -207294.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -207310.156250 Penalty: 757.182861
	Iteration 31Q: 3 clusters Score -207310.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -207329.593750 Penalty: 757.182861
	Iteration 32Q: 3 clusters Score -207329.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -207348.031250 Penalty: 757.182861
	Iteration 33Q: 3 clusters Score -207348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -207358.046875 Penalty: 757.182861
	Iteration 34Q: 3 clusters Score -207358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -207363.359375 Penalty: 757.182861
	Iteration 35Q: 3 clusters Score -207363.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -207367.406250 Penalty: 757.182861
	Iteration 36Q: 3 clusters Score -207367.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -207371.140625 Penalty: 757.182861
	Iteration 37Q: 3 clusters Score -207371.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -207371.968750 Penalty: 757.182861
	Iteration 38Q: 3 clusters Score -207372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -207373.109375 Penalty: 757.182861
	Iteration 39Q: 3 clusters Score -207373.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -207373.703125 Penalty: 757.182861
	Iteration 40F: 3 clusters Score -207373.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -207376.359375 Penalty: 757.182861
	Iteration 41Q: 3 clusters Score -207376.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -207377.156250 Penalty: 757.182861
	Iteration 42Q: 3 clusters Score -207377.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -207379.500000 Penalty: 757.182861
	Iteration 43Q: 3 clusters Score -207379.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -207381.812500 Penalty: 757.182861
	Iteration 44Q: 3 clusters Score -207381.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -207383.375000 Penalty: 757.182861
	Iteration 45Q: 3 clusters Score -207383.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -207384.343750 Penalty: 757.182861
	Iteration 46Q: 3 clusters Score -207384.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -207385.890625 Penalty: 757.182861
	Iteration 47Q: 3 clusters Score -207385.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -207387.734375 Penalty: 757.182861
	Iteration 48Q: 3 clusters Score -207387.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -207389.843750 Penalty: 757.182861
	Iteration 49Q: 3 clusters Score -207389.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -207392.437500 Penalty: 757.182861
	Iteration 50Q: 3 clusters Score -207392.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -207395.765625 Penalty: 757.182861
	Iteration 51Q: 3 clusters Score -207395.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -207398.671875 Penalty: 757.182861
	Iteration 52Q: 3 clusters Score -207398.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -207401.234375 Penalty: 757.182861
	Iteration 53Q: 3 clusters Score -207401.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -207401.515625 Penalty: 757.182861
	Iteration 54Q: 3 clusters Score -207401.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -207402.531250 Penalty: 757.182861
	Iteration 55Q: 3 clusters Score -207402.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -207403.015625 Penalty: 757.182861
	Iteration 56Q: 3 clusters Score -207403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -207403.500000 Penalty: 757.182861
	Iteration 57Q: 3 clusters Score -207403.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -207403.515625 Penalty: 757.182861
	Iteration 58Q: 3 clusters Score -207403.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -207403.687500 Penalty: 757.182861
	Iteration 59Q: 3 clusters Score -207403.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -207404.031250 Penalty: 757.182861
	Iteration 60F: 3 clusters Score -207404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -207404.593750 Penalty: 757.182861
	Iteration 61Q: 3 clusters Score -207404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -207405.234375 Penalty: 757.182861
	Iteration 62Q: 3 clusters Score -207405.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -207406.343750 Penalty: 757.182861
	Iteration 63Q: 3 clusters Score -207406.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -207407.281250 Penalty: 757.182861
	Iteration 64Q: 3 clusters Score -207407.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -207409.109375 Penalty: 757.182861
	Iteration 65Q: 3 clusters Score -207409.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -207412.718750 Penalty: 757.182861
	Iteration 66Q: 3 clusters Score -207412.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -207416.343750 Penalty: 757.182861
	Iteration 67Q: 3 clusters Score -207416.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -207418.312500 Penalty: 757.182861
	Iteration 68Q: 3 clusters Score -207418.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -207420.250000 Penalty: 757.182861
	Iteration 69Q: 3 clusters Score -207420.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -207423.765625 Penalty: 757.182861
	Iteration 70Q: 3 clusters Score -207423.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -207426.078125 Penalty: 757.182861
	Iteration 71Q: 3 clusters Score -207426.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -207427.109375 Penalty: 757.182861
	Iteration 72Q: 3 clusters Score -207427.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -207429.937500 Penalty: 757.182861
	Iteration 73Q: 3 clusters Score -207429.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -207433.359375 Penalty: 757.182861
	Iteration 74Q: 3 clusters Score -207433.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -207436.406250 Penalty: 757.182861
	Iteration 75Q: 3 clusters Score -207436.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -207439.093750 Penalty: 757.182861
	Iteration 76Q: 3 clusters Score -207439.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -207441.843750 Penalty: 757.182861
	Iteration 77Q: 3 clusters Score -207441.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -207444.937500 Penalty: 757.182861
	Iteration 78Q: 3 clusters Score -207444.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -207448.015625 Penalty: 757.182861
	Iteration 79Q: 3 clusters Score -207448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -207451.281250 Penalty: 757.182861
	Iteration 80F: 3 clusters Score -207451.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -207455.093750 Penalty: 757.182861
	Iteration 81Q: 3 clusters Score -207455.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -207459.593750 Penalty: 757.182861
	Iteration 82Q: 3 clusters Score -207459.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -207464.437500 Penalty: 757.182861
	Iteration 83Q: 3 clusters Score -207464.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -207467.906250 Penalty: 757.182861
	Iteration 84Q: 3 clusters Score -207467.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -207472.921875 Penalty: 757.182861
	Iteration 85Q: 3 clusters Score -207472.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -207480.796875 Penalty: 757.182861
	Iteration 86Q: 3 clusters Score -207480.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -207490.875000 Penalty: 757.182861
	Iteration 87Q: 3 clusters Score -207490.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -207499.109375 Penalty: 757.182861
	Iteration 88Q: 3 clusters Score -207499.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -207508.000000 Penalty: 757.182861
	Iteration 89Q: 3 clusters Score -207508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -207520.921875 Penalty: 757.182861
	Iteration 90Q: 3 clusters Score -207520.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -207530.406250 Penalty: 757.182861
	Iteration 91Q: 3 clusters Score -207530.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -207548.015625 Penalty: 757.182861
	Iteration 92Q: 3 clusters Score -207548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -207561.171875 Penalty: 757.182861
	Iteration 93Q: 3 clusters Score -207561.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -207566.484375 Penalty: 757.182861
	Iteration 94Q: 3 clusters Score -207566.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -207577.453125 Penalty: 757.182861
	Iteration 95Q: 3 clusters Score -207577.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -207595.531250 Penalty: 757.182861
	Iteration 96Q: 3 clusters Score -207595.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -207611.265625 Penalty: 757.182861
	Iteration 97Q: 3 clusters Score -207611.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -207625.031250 Penalty: 757.182861
	Iteration 98Q: 3 clusters Score -207625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -207639.781250 Penalty: 757.182861
	Iteration 99Q: 3 clusters Score -207639.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -207649.484375 Penalty: 757.182861
	Iteration 100F: 3 clusters Score -207649.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -207654.296875 Penalty: 757.182861
	Iteration 101Q: 3 clusters Score -207654.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -207656.718750 Penalty: 757.182861
	Iteration 102Q: 3 clusters Score -207656.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -207659.796875 Penalty: 757.182861
	Iteration 103Q: 3 clusters Score -207659.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -207663.750000 Penalty: 757.182861
	Iteration 104Q: 3 clusters Score -207663.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -207666.671875 Penalty: 757.182861
	Iteration 105Q: 3 clusters Score -207666.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -207668.046875 Penalty: 757.182861
	Iteration 106Q: 3 clusters Score -207668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -207669.734375 Penalty: 757.182861
	Iteration 107Q: 3 clusters Score -207669.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -207671.328125 Penalty: 757.182861
	Iteration 108Q: 3 clusters Score -207671.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -207672.484375 Penalty: 757.182861
	Iteration 109Q: 3 clusters Score -207672.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -207674.375000 Penalty: 757.182861
	Iteration 110Q: 3 clusters Score -207674.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -207675.156250 Penalty: 757.182861
	Iteration 111Q: 3 clusters Score -207675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -207675.265625 Penalty: 757.182861
	Iteration 112Q: 3 clusters Score -207675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -207675.359375 Penalty: 757.182861
	Iteration 113Q: 3 clusters Score -207675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -207676.359375 Penalty: 757.182861
	Iteration 114Q: 3 clusters Score -207676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -207677.187500 Penalty: 757.182861
	Iteration 115Q: 3 clusters Score -207677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -207679.000000 Penalty: 757.182861
	Iteration 116Q: 3 clusters Score -207679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -207680.390625 Penalty: 757.182861
	Iteration 117Q: 3 clusters Score -207680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -207681.531250 Penalty: 757.182861
	Iteration 118Q: 3 clusters Score -207681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -207681.843750 Penalty: 757.182861
	Iteration 119Q: 3 clusters Score -207681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -207681.843750 Penalty: 757.182861
	Iteration 120F: 3 clusters Score -207681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2482 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 6920 members 
Mstep: Class 7 contains 77 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 55878 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 3747 members 
Mstep: Class 14 contains 14135 members 
Mstep: Class 15 contains 297030 members 
Mstep: Class 16 contains 41451 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6596 members 
Mstep: Class 23 contains 29895 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 55817 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 368 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 245 members 
Entering Unmasked Estep 
Score: -27433680.000000 Penalty: 19204.605469
Splitting cluster 9 changes total score from -27432650.000000 to -27433680.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 10 (55878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Entering Unmasked Estep 
Score: -3019357.500000 Penalty: 497.357147
	Iteration 0F: 2 clusters Score -3019358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -2981926.500000 Penalty: 994.714294
	Iteration 0F: 3 clusters Score -2981926 nChanged 26954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -2997923.250000 Penalty: 994.714294
	Iteration 1F: 3 clusters Score -2997923 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -2998529.250000 Penalty: 994.714294
	Iteration 2Q: 3 clusters Score -2998529 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -2999395.250000 Penalty: 994.714294
	Iteration 3Q: 3 clusters Score -2999395 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3000742.000000 Penalty: 994.714294
	Iteration 4Q: 3 clusters Score -3000742 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -3002999.000000 Penalty: 994.714294
	Iteration 5F: 3 clusters Score -3002999 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3005961.000000 Penalty: 994.714294
	Iteration 6F: 3 clusters Score -3005961 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -3008194.750000 Penalty: 994.714294
	Iteration 7F: 3 clusters Score -3008195 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -3009013.750000 Penalty: 994.714294
	Iteration 8Q: 3 clusters Score -3009014 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -3009194.000000 Penalty: 994.714294
	Iteration 9Q: 3 clusters Score -3009194 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -3009272.000000 Penalty: 994.714294
	Iteration 10Q: 3 clusters Score -3009272 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -3009310.500000 Penalty: 994.714294
	Iteration 11Q: 3 clusters Score -3009310 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -3009359.750000 Penalty: 994.714294
	Iteration 12Q: 3 clusters Score -3009360 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -3009397.250000 Penalty: 994.714294
	Iteration 13Q: 3 clusters Score -3009397 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -3009460.750000 Penalty: 994.714294
	Iteration 14Q: 3 clusters Score -3009461 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -3009515.000000 Penalty: 994.714294
	Iteration 15Q: 3 clusters Score -3009515 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -3009582.500000 Penalty: 994.714294
	Iteration 16Q: 3 clusters Score -3009582 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -3009649.250000 Penalty: 994.714294
	Iteration 17Q: 3 clusters Score -3009649 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -3009723.250000 Penalty: 994.714294
	Iteration 18Q: 3 clusters Score -3009723 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -3009823.000000 Penalty: 994.714294
	Iteration 19Q: 3 clusters Score -3009823 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -3009924.250000 Penalty: 994.714294
	Iteration 20F: 3 clusters Score -3009924 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -3010024.000000 Penalty: 994.714294
	Iteration 21Q: 3 clusters Score -3010024 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -3010140.500000 Penalty: 994.714294
	Iteration 22Q: 3 clusters Score -3010140 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -3010296.250000 Penalty: 994.714294
	Iteration 23Q: 3 clusters Score -3010296 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -3010458.750000 Penalty: 994.714294
	Iteration 24Q: 3 clusters Score -3010459 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -3010625.750000 Penalty: 994.714294
	Iteration 25Q: 3 clusters Score -3010626 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -3010819.250000 Penalty: 994.714294
	Iteration 26Q: 3 clusters Score -3010819 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -3011055.750000 Penalty: 994.714294
	Iteration 27Q: 3 clusters Score -3011056 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -3011311.750000 Penalty: 994.714294
	Iteration 28Q: 3 clusters Score -3011312 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -3011584.250000 Penalty: 994.714294
	Iteration 29Q: 3 clusters Score -3011584 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -3011875.500000 Penalty: 994.714294
	Iteration 30Q: 3 clusters Score -3011876 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -3012273.500000 Penalty: 994.714294
	Iteration 31Q: 3 clusters Score -3012274 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -3012674.000000 Penalty: 994.714294
	Iteration 32Q: 3 clusters Score -3012674 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -3013137.500000 Penalty: 994.714294
	Iteration 33Q: 3 clusters Score -3013138 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -3013650.250000 Penalty: 994.714294
	Iteration 34Q: 3 clusters Score -3013650 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -3014179.000000 Penalty: 994.714294
	Iteration 35Q: 3 clusters Score -3014179 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -3014790.500000 Penalty: 994.714294
	Iteration 36Q: 3 clusters Score -3014790 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -3015361.000000 Penalty: 994.714294
	Iteration 37Q: 3 clusters Score -3015361 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -3015878.500000 Penalty: 994.714294
	Iteration 38Q: 3 clusters Score -3015878 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -3016342.250000 Penalty: 994.714294
	Iteration 39Q: 3 clusters Score -3016342 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -3016805.750000 Penalty: 994.714294
	Iteration 40F: 3 clusters Score -3016806 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -3017232.750000 Penalty: 994.714294
	Iteration 41Q: 3 clusters Score -3017233 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -3017596.000000 Penalty: 994.714294
	Iteration 42Q: 3 clusters Score -3017596 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -3017895.250000 Penalty: 994.714294
	Iteration 43Q: 3 clusters Score -3017895 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -3018160.500000 Penalty: 994.714294
	Iteration 44Q: 3 clusters Score -3018160 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -3018344.000000 Penalty: 994.714294
	Iteration 45Q: 3 clusters Score -3018344 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -3018469.250000 Penalty: 994.714294
	Iteration 46Q: 3 clusters Score -3018469 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -3018580.750000 Penalty: 994.714294
	Iteration 47Q: 3 clusters Score -3018581 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -3018673.750000 Penalty: 994.714294
	Iteration 48Q: 3 clusters Score -3018674 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -3018735.500000 Penalty: 994.714294
	Iteration 49Q: 3 clusters Score -3018736 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -3018785.250000 Penalty: 994.714294
	Iteration 50Q: 3 clusters Score -3018785 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -3018824.500000 Penalty: 994.714294
	Iteration 51Q: 3 clusters Score -3018824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 55383 members 
Entering Unmasked Estep 
Score: -3018850.250000 Penalty: 994.714294
	Iteration 52Q: 3 clusters Score -3018850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -3018867.000000 Penalty: 994.714294
	Iteration 53Q: 3 clusters Score -3018867 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -3018890.750000 Penalty: 994.714294
	Iteration 54Q: 3 clusters Score -3018891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -3018900.000000 Penalty: 994.714294
	Iteration 55Q: 3 clusters Score -3018900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -3018910.750000 Penalty: 994.714294
	Iteration 56Q: 3 clusters Score -3018911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -3018921.500000 Penalty: 994.714294
	Iteration 57Q: 3 clusters Score -3018922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -3018927.250000 Penalty: 994.714294
	Iteration 58Q: 3 clusters Score -3018927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -3018931.250000 Penalty: 994.714294
	Iteration 59Q: 3 clusters Score -3018931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -3018938.250000 Penalty: 994.714294
	Iteration 60F: 3 clusters Score -3018938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -3018941.500000 Penalty: 994.714294
	Iteration 61Q: 3 clusters Score -3018942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -3018945.500000 Penalty: 994.714294
	Iteration 62Q: 3 clusters Score -3018946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -3018947.750000 Penalty: 994.714294
	Iteration 63Q: 3 clusters Score -3018948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -3018948.250000 Penalty: 994.714294
	Iteration 64Q: 3 clusters Score -3018948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -3018946.500000 Penalty: 994.714294
	Iteration 65Q: 3 clusters Score -3018946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -3018950.500000 Penalty: 994.714294
	Iteration 66Q: 3 clusters Score -3018950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -3018954.750000 Penalty: 994.714294
	Iteration 67Q: 3 clusters Score -3018955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -3018953.750000 Penalty: 994.714294
	Iteration 68Q: 3 clusters Score -3018954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 55605 members 
Entering Unmasked Estep 
Score: -3018954.250000 Penalty: 994.714294
	Iteration 69Q: 3 clusters Score -3018954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -3018955.000000 Penalty: 994.714294
	Iteration 70Q: 3 clusters Score -3018955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -3018954.750000 Penalty: 994.714294
	Iteration 71Q: 3 clusters Score -3018955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -3018956.000000 Penalty: 994.714294
	Iteration 72Q: 3 clusters Score -3018956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -3018956.000000 Penalty: 994.714294
	Iteration 73F: 3 clusters Score -3018956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -28219.953125 Penalty: 288.325562
	Iteration 0F: 2 clusters Score -28219.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27677.193359 Penalty: 576.651123
	Iteration 0F: 3 clusters Score -27677.19 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27848.777344 Penalty: 576.651123
	Iteration 1F: 3 clusters Score -27848.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -27877.648438 Penalty: 576.651123
	Iteration 2F: 3 clusters Score -27877.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -27887.886719 Penalty: 576.651123
	Iteration 3Q: 3 clusters Score -27887.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -27898.451172 Penalty: 576.651123
	Iteration 4Q: 3 clusters Score -27898.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27914.382812 Penalty: 576.651123
	Iteration 5Q: 3 clusters Score -27914.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -27927.398438 Penalty: 576.651123
	Iteration 6Q: 3 clusters Score -27927.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -27944.314453 Penalty: 576.651123
	Iteration 7Q: 3 clusters Score -27944.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27961.861328 Penalty: 576.651123
	Iteration 8Q: 3 clusters Score -27961.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -27968.500000 Penalty: 576.651123
	Iteration 9Q: 3 clusters Score -27968.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -27970.804688 Penalty: 576.651123
	Iteration 10Q: 3 clusters Score -27970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -27973.205078 Penalty: 576.651123
	Iteration 11Q: 3 clusters Score -27973.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -27976.082031 Penalty: 576.651123
	Iteration 12Q: 3 clusters Score -27976.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -27979.945312 Penalty: 576.651123
	Iteration 13Q: 3 clusters Score -27979.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27981.302734 Penalty: 576.651123
	Iteration 14Q: 3 clusters Score -27981.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27981.302734 Penalty: 576.651123
	Iteration 15F: 3 clusters Score -27981.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -27576.839844 Penalty: 285.243896
	Iteration 0F: 2 clusters Score -27576.84 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 268 members 
Entering Unmasked Estep 
Score: -27054.070312 Penalty: 570.487793
	Iteration 0F: 3 clusters Score -27054.07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27162.564453 Penalty: 570.487793
	Iteration 1F: 3 clusters Score -27162.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27190.169922 Penalty: 570.487793
	Iteration 2F: 3 clusters Score -27190.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -27205.324219 Penalty: 570.487793
	Iteration 3Q: 3 clusters Score -27205.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27216.570312 Penalty: 570.487793
	Iteration 4Q: 3 clusters Score -27216.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27229.457031 Penalty: 570.487793
	Iteration 5Q: 3 clusters Score -27229.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27238.296875 Penalty: 570.487793
	Iteration 6Q: 3 clusters Score -27238.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -27250.533203 Penalty: 570.487793
	Iteration 7Q: 3 clusters Score -27250.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -27265.757812 Penalty: 570.487793
	Iteration 8Q: 3 clusters Score -27265.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -27288.531250 Penalty: 570.487793
	Iteration 9Q: 3 clusters Score -27288.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -27299.943359 Penalty: 570.487793
	Iteration 10Q: 3 clusters Score -27299.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -27308.314453 Penalty: 570.487793
	Iteration 11Q: 3 clusters Score -27308.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -27312.230469 Penalty: 570.487793
	Iteration 12Q: 3 clusters Score -27312.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -27312.230469 Penalty: 570.487793
	Iteration 13F: 3 clusters Score -27312.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Entering Unmasked Estep 
Score: -202693.437500 Penalty: 374.406342
	Iteration 0F: 2 clusters Score -202693.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -200151.234375 Penalty: 748.812683
	Iteration 0F: 3 clusters Score -200151.2 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -201139.031250 Penalty: 748.812683
	Iteration 1F: 3 clusters Score -201139 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -201420.796875 Penalty: 748.812683
	Iteration 2F: 3 clusters Score -201420.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -201713.703125 Penalty: 748.812683
	Iteration 3F: 3 clusters Score -201713.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -201958.968750 Penalty: 748.812683
	Iteration 4F: 3 clusters Score -201959 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -202148.953125 Penalty: 748.812683
	Iteration 5F: 3 clusters Score -202149 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -202308.718750 Penalty: 748.812683
	Iteration 6F: 3 clusters Score -202308.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -202455.031250 Penalty: 748.812683
	Iteration 7Q: 3 clusters Score -202455 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -202579.687500 Penalty: 748.812683
	Iteration 8Q: 3 clusters Score -202579.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -202696.421875 Penalty: 748.812683
	Iteration 9Q: 3 clusters Score -202696.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -202779.250000 Penalty: 748.812683
	Iteration 10Q: 3 clusters Score -202779.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -202808.171875 Penalty: 748.812683
	Iteration 11Q: 3 clusters Score -202808.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -202830.062500 Penalty: 748.812683
	Iteration 12Q: 3 clusters Score -202830.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -202848.218750 Penalty: 748.812683
	Iteration 13Q: 3 clusters Score -202848.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -202861.406250 Penalty: 748.812683
	Iteration 14Q: 3 clusters Score -202861.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -202883.671875 Penalty: 748.812683
	Iteration 15Q: 3 clusters Score -202883.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -202898.593750 Penalty: 748.812683
	Iteration 16Q: 3 clusters Score -202898.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -202908.062500 Penalty: 748.812683
	Iteration 17Q: 3 clusters Score -202908.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -202912.968750 Penalty: 748.812683
	Iteration 18Q: 3 clusters Score -202913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -202916.593750 Penalty: 748.812683
	Iteration 19Q: 3 clusters Score -202916.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -202920.593750 Penalty: 748.812683
	Iteration 20F: 3 clusters Score -202920.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -202923.562500 Penalty: 748.812683
	Iteration 21Q: 3 clusters Score -202923.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -202925.937500 Penalty: 748.812683
	Iteration 22Q: 3 clusters Score -202925.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -202927.468750 Penalty: 748.812683
	Iteration 23Q: 3 clusters Score -202927.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -202928.703125 Penalty: 748.812683
	Iteration 24Q: 3 clusters Score -202928.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -202929.578125 Penalty: 748.812683
	Iteration 25Q: 3 clusters Score -202929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -202930.046875 Penalty: 748.812683
	Iteration 26Q: 3 clusters Score -202930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -202930.250000 Penalty: 748.812683
	Iteration 27Q: 3 clusters Score -202930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -202930.515625 Penalty: 748.812683
	Iteration 28Q: 3 clusters Score -202930.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -202930.515625 Penalty: 748.812683
	Iteration 29F: 3 clusters Score -202930.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2482 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 6920 members 
Mstep: Class 7 contains 77 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 55878 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 14135 members 
Mstep: Class 15 contains 297030 members 
Mstep: Class 16 contains 41451 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6596 members 
Mstep: Class 23 contains 29895 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 55817 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 368 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 2475 members 
Entering Unmasked Estep 
Score: -27433690.000000 Penalty: 19804.750000
Splitting cluster 13 changes total score from -27432650.000000 to -27433690.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 14 (14135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Entering Unmasked Estep 
Score: -760645.937500 Penalty: 434.816589
	Iteration 0F: 2 clusters Score -760645.9 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 7154 members 
Entering Unmasked Estep 
Score: -751217.000000 Penalty: 869.633179
	Iteration 0F: 3 clusters Score -751217 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -755166.562500 Penalty: 869.633179
	Iteration 1F: 3 clusters Score -755166.6 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -755695.312500 Penalty: 869.633179
	Iteration 2F: 3 clusters Score -755695.3 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -756514.500000 Penalty: 869.633179
	Iteration 3F: 3 clusters Score -756514.5 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -757604.000000 Penalty: 869.633179
	Iteration 4F: 3 clusters Score -757604 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -758585.250000 Penalty: 869.633179
	Iteration 5F: 3 clusters Score -758585.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -759295.562500 Penalty: 869.633179
	Iteration 6Q: 3 clusters Score -759295.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -759731.125000 Penalty: 869.633179
	Iteration 7Q: 3 clusters Score -759731.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -759933.375000 Penalty: 869.633179
	Iteration 8Q: 3 clusters Score -759933.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -760061.562500 Penalty: 869.633179
	Iteration 9Q: 3 clusters Score -760061.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -760136.875000 Penalty: 869.633179
	Iteration 10Q: 3 clusters Score -760136.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -760181.437500 Penalty: 869.633179
	Iteration 11Q: 3 clusters Score -760181.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -760213.687500 Penalty: 869.633179
	Iteration 12Q: 3 clusters Score -760213.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -760224.687500 Penalty: 869.633179
	Iteration 13Q: 3 clusters Score -760224.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -760235.000000 Penalty: 869.633179
	Iteration 14Q: 3 clusters Score -760235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -760246.062500 Penalty: 869.633179
	Iteration 15Q: 3 clusters Score -760246.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -760254.562500 Penalty: 869.633179
	Iteration 16Q: 3 clusters Score -760254.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -760261.312500 Penalty: 869.633179
	Iteration 17Q: 3 clusters Score -760261.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -760266.000000 Penalty: 869.633179
	Iteration 18Q: 3 clusters Score -760266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -760266.000000 Penalty: 869.633179
	Iteration 19F: 3 clusters Score -760266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (297030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297030 members 
Entering Unmasked Estep 
Score: -15795452.000000 Penalty: 573.372253
	Iteration 0F: 2 clusters Score -1.579545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148008 members 
Mstep: Class 2 contains 149022 members 
Entering Unmasked Estep 
Score: -15612660.000000 Penalty: 1146.744507
	Iteration 0F: 3 clusters Score -1.561266e+07 nChanged 146980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114110 members 
Mstep: Class 2 contains 182920 members 
Entering Unmasked Estep 
Score: -15712647.000000 Penalty: 1146.744507
	Iteration 1F: 3 clusters Score -1.571265e+07 nChanged 22392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 200776 members 
Entering Unmasked Estep 
Score: -15724955.000000 Penalty: 1146.744507
	Iteration 2F: 3 clusters Score -1.572496e+07 nChanged 23432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 220638 members 
Entering Unmasked Estep 
Score: -15740040.000000 Penalty: 1146.744507
	Iteration 3F: 3 clusters Score -1.574004e+07 nChanged 20875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 238731 members 
Entering Unmasked Estep 
Score: -15755911.000000 Penalty: 1146.744507
	Iteration 4F: 3 clusters Score -1.575591e+07 nChanged 16002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 252117 members 
Entering Unmasked Estep 
Score: -15769618.000000 Penalty: 1146.744507
	Iteration 5F: 3 clusters Score -1.576962e+07 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 260108 members 
Entering Unmasked Estep 
Score: -15778478.000000 Penalty: 1146.744507
	Iteration 6Q: 3 clusters Score -1.577848e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 264615 members 
Entering Unmasked Estep 
Score: -15782838.000000 Penalty: 1146.744507
	Iteration 7Q: 3 clusters Score -1.578284e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 267909 members 
Entering Unmasked Estep 
Score: -15786909.000000 Penalty: 1146.744507
	Iteration 8Q: 3 clusters Score -1.578691e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 271430 members 
Entering Unmasked Estep 
Score: -15790308.000000 Penalty: 1146.744507
	Iteration 9Q: 3 clusters Score -1.579031e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 275298 members 
Entering Unmasked Estep 
Score: -15792679.000000 Penalty: 1146.744507
	Iteration 10Q: 3 clusters Score -1.579268e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 279260 members 
Entering Unmasked Estep 
Score: -15794561.000000 Penalty: 1146.744507
	Iteration 11Q: 3 clusters Score -1.579456e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 283172 members 
Entering Unmasked Estep 
Score: -15795747.000000 Penalty: 1146.744507
	Iteration 12Q: 3 clusters Score -1.579575e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 286727 members 
Entering Unmasked Estep 
Score: -15795990.000000 Penalty: 1146.744507
	Iteration 13Q: 3 clusters Score -1.579599e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 289736 members 
Entering Unmasked Estep 
Score: -15795973.000000 Penalty: 1146.744507
	Iteration 14Q: 3 clusters Score -1.579597e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 292087 members 
Entering Unmasked Estep 
Score: -15795904.000000 Penalty: 1146.744507
	Iteration 15Q: 3 clusters Score -1.57959e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 293773 members 
Entering Unmasked Estep 
Score: -15795688.000000 Penalty: 1146.744507
	Iteration 16Q: 3 clusters Score -1.579569e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 294994 members 
Entering Unmasked Estep 
Score: -15795407.000000 Penalty: 1146.744507
	Iteration 17Q: 3 clusters Score -1.579541e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 295796 members 
Entering Unmasked Estep 
Score: -15795312.000000 Penalty: 1146.744507
	Iteration 18Q: 3 clusters Score -1.579531e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 296240 members 
Entering Unmasked Estep 
Score: -15795216.000000 Penalty: 1146.744507
	Iteration 19Q: 3 clusters Score -1.579522e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 296487 members 
Entering Unmasked Estep 
Score: -15795226.000000 Penalty: 1146.744507
	Iteration 20F: 3 clusters Score -1.579523e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 296610 members 
Entering Unmasked Estep 
Score: -15795194.000000 Penalty: 1146.744507
	Iteration 21Q: 3 clusters Score -1.579519e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 296677 members 
Entering Unmasked Estep 
Score: -15795169.000000 Penalty: 1146.744507
	Iteration 22Q: 3 clusters Score -1.579517e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 296723 members 
Entering Unmasked Estep 
Score: -15795171.000000 Penalty: 1146.744507
	Iteration 23Q: 3 clusters Score -1.579517e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 296751 members 
Entering Unmasked Estep 
Score: -15795168.000000 Penalty: 1146.744507
	Iteration 24Q: 3 clusters Score -1.579517e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 296767 members 
Entering Unmasked Estep 
Score: -15795156.000000 Penalty: 1146.744507
	Iteration 25Q: 3 clusters Score -1.579516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 296785 members 
Entering Unmasked Estep 
Score: -15795146.000000 Penalty: 1146.744507
	Iteration 26Q: 3 clusters Score -1.579515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 296798 members 
Entering Unmasked Estep 
Score: -15795146.000000 Penalty: 1146.744507
	Iteration 27Q: 3 clusters Score -1.579515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 296812 members 
Entering Unmasked Estep 
Score: -15795160.000000 Penalty: 1146.744507
	Iteration 28Q: 3 clusters Score -1.579516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 296824 members 
Entering Unmasked Estep 
Score: -15795158.000000 Penalty: 1146.744507
	Iteration 29Q: 3 clusters Score -1.579516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 296832 members 
Entering Unmasked Estep 
Score: -15795153.000000 Penalty: 1146.744507
	Iteration 30Q: 3 clusters Score -1.579515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 296834 members 
Entering Unmasked Estep 
Score: -15795164.000000 Penalty: 1146.744507
	Iteration 31Q: 3 clusters Score -1.579516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 296837 members 
Entering Unmasked Estep 
Score: -15795161.000000 Penalty: 1146.744507
	Iteration 32Q: 3 clusters Score -1.579516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 296834 members 
Entering Unmasked Estep 
Score: -15795163.000000 Penalty: 1146.744507
	Iteration 33Q: 3 clusters Score -1.579516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 296838 members 
Entering Unmasked Estep 
Score: -15795174.000000 Penalty: 1146.744507
	Iteration 34Q: 3 clusters Score -1.579517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 296842 members 
Entering Unmasked Estep 
Score: -15795162.000000 Penalty: 1146.744507
	Iteration 35Q: 3 clusters Score -1.579516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 296847 members 
Entering Unmasked Estep 
Score: -15795166.000000 Penalty: 1146.744507
	Iteration 36Q: 3 clusters Score -1.579517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 296852 members 
Entering Unmasked Estep 
Score: -15795166.000000 Penalty: 1146.744507
	Iteration 37Q: 3 clusters Score -1.579517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 296853 members 
Entering Unmasked Estep 
Score: -15795168.000000 Penalty: 1146.744507
	Iteration 38Q: 3 clusters Score -1.579517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 296856 members 
Entering Unmasked Estep 
Score: -15795173.000000 Penalty: 1146.744507
	Iteration 39Q: 3 clusters Score -1.579517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 296856 members 
Entering Unmasked Estep 
Score: -15795174.000000 Penalty: 1146.744507
	Iteration 40F: 3 clusters Score -1.579517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 296854 members 
Entering Unmasked Estep 
Score: -15795179.000000 Penalty: 1146.744507
	Iteration 41Q: 3 clusters Score -1.579518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 296854 members 
Entering Unmasked Estep 
Score: -15795177.000000 Penalty: 1146.744507
	Iteration 42Q: 3 clusters Score -1.579518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 296855 members 
Entering Unmasked Estep 
Score: -15795191.000000 Penalty: 1146.744507
	Iteration 43Q: 3 clusters Score -1.579519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 296856 members 
Entering Unmasked Estep 
Score: -15795189.000000 Penalty: 1146.744507
	Iteration 44Q: 3 clusters Score -1.579519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 296856 members 
Entering Unmasked Estep 
Score: -15795189.000000 Penalty: 1146.744507
	Iteration 45F: 3 clusters Score -1.579519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Entering Unmasked Estep 
Score: -2113456.250000 Penalty: 483.768158
	Iteration 0F: 2 clusters Score -2113456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2085611.750000 Penalty: 967.536316
	Iteration 0F: 3 clusters Score -2085612 nChanged 20105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2097765.500000 Penalty: 967.536316
	Iteration 1F: 3 clusters Score -2097766 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2098570.000000 Penalty: 967.536316
	Iteration 2Q: 3 clusters Score -2098570 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2099945.000000 Penalty: 967.536316
	Iteration 3F: 3 clusters Score -2099945 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2102038.500000 Penalty: 967.536316
	Iteration 4F: 3 clusters Score -2102038 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -2104167.750000 Penalty: 967.536316
	Iteration 5F: 3 clusters Score -2104168 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -2105209.250000 Penalty: 967.536316
	Iteration 6F: 3 clusters Score -2105209 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -2105534.750000 Penalty: 967.536316
	Iteration 7Q: 3 clusters Score -2105535 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -2105667.500000 Penalty: 967.536316
	Iteration 8Q: 3 clusters Score -2105668 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -2105786.000000 Penalty: 967.536316
	Iteration 9Q: 3 clusters Score -2105786 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -2105922.250000 Penalty: 967.536316
	Iteration 10Q: 3 clusters Score -2105922 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -2106093.000000 Penalty: 967.536316
	Iteration 11Q: 3 clusters Score -2106093 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -2106285.500000 Penalty: 967.536316
	Iteration 12Q: 3 clusters Score -2106286 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -2106518.250000 Penalty: 967.536316
	Iteration 13Q: 3 clusters Score -2106518 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -2106762.000000 Penalty: 967.536316
	Iteration 14Q: 3 clusters Score -2106762 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -2107029.250000 Penalty: 967.536316
	Iteration 15Q: 3 clusters Score -2107029 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -2107330.000000 Penalty: 967.536316
	Iteration 16Q: 3 clusters Score -2107330 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -2107700.250000 Penalty: 967.536316
	Iteration 17Q: 3 clusters Score -2107700 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -2108127.500000 Penalty: 967.536316
	Iteration 18Q: 3 clusters Score -2108128 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -2108628.250000 Penalty: 967.536316
	Iteration 19Q: 3 clusters Score -2108628 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -2109228.500000 Penalty: 967.536316
	Iteration 20F: 3 clusters Score -2109228 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -2109852.000000 Penalty: 967.536316
	Iteration 21Q: 3 clusters Score -2109852 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -2110494.000000 Penalty: 967.536316
	Iteration 22Q: 3 clusters Score -2110494 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -2111128.500000 Penalty: 967.536316
	Iteration 23Q: 3 clusters Score -2111128 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -2111678.750000 Penalty: 967.536316
	Iteration 24Q: 3 clusters Score -2111679 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -2112147.500000 Penalty: 967.536316
	Iteration 25Q: 3 clusters Score -2112148 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -2112523.750000 Penalty: 967.536316
	Iteration 26Q: 3 clusters Score -2112524 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -2112762.750000 Penalty: 967.536316
	Iteration 27Q: 3 clusters Score -2112763 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -2112906.500000 Penalty: 967.536316
	Iteration 28Q: 3 clusters Score -2112906 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -2112986.000000 Penalty: 967.536316
	Iteration 29Q: 3 clusters Score -2112986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -2113014.500000 Penalty: 967.536316
	Iteration 30Q: 3 clusters Score -2113014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -2113031.000000 Penalty: 967.536316
	Iteration 31Q: 3 clusters Score -2113031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -2113051.500000 Penalty: 967.536316
	Iteration 32Q: 3 clusters Score -2113052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -2113068.750000 Penalty: 967.536316
	Iteration 33Q: 3 clusters Score -2113069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -2113081.500000 Penalty: 967.536316
	Iteration 34Q: 3 clusters Score -2113082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -2113095.250000 Penalty: 967.536316
	Iteration 35Q: 3 clusters Score -2113095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -2113103.250000 Penalty: 967.536316
	Iteration 36Q: 3 clusters Score -2113103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -2113110.750000 Penalty: 967.536316
	Iteration 37Q: 3 clusters Score -2113111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -2113114.250000 Penalty: 967.536316
	Iteration 38Q: 3 clusters Score -2113114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -2113117.500000 Penalty: 967.536316
	Iteration 39Q: 3 clusters Score -2113118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -2113117.500000 Penalty: 967.536316
	Iteration 40F: 3 clusters Score -2113118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -2113117.750000 Penalty: 967.536316
	Iteration 41Q: 3 clusters Score -2113118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -2113117.750000 Penalty: 967.536316
	Iteration 42Q: 3 clusters Score -2113118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -2113121.250000 Penalty: 967.536316
	Iteration 43Q: 3 clusters Score -2113121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -2113121.000000 Penalty: 967.536316
	Iteration 44Q: 3 clusters Score -2113121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -2113123.500000 Penalty: 967.536316
	Iteration 45Q: 3 clusters Score -2113124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -2113126.500000 Penalty: 967.536316
	Iteration 46Q: 3 clusters Score -2113126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -2113126.500000 Penalty: 967.536316
	Iteration 47F: 3 clusters Score -2113126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -18792.177734 Penalty: 273.846008
	Iteration 0F: 2 clusters Score -18792.18 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 222 members 
Entering Unmasked Estep 
Score: -18353.806641 Penalty: 547.692017
	Iteration 0F: 3 clusters Score -18353.81 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18496.105469 Penalty: 547.692017
	Iteration 1F: 3 clusters Score -18496.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18535.812500 Penalty: 547.692017
	Iteration 2F: 3 clusters Score -18535.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -18570.888672 Penalty: 547.692017
	Iteration 3F: 3 clusters Score -18570.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -18596.138672 Penalty: 547.692017
	Iteration 4F: 3 clusters Score -18596.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -18616.033203 Penalty: 547.692017
	Iteration 5Q: 3 clusters Score -18616.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -18625.861328 Penalty: 547.692017
	Iteration 6Q: 3 clusters Score -18625.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -18638.164062 Penalty: 547.692017
	Iteration 7Q: 3 clusters Score -18638.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -18654.136719 Penalty: 547.692017
	Iteration 8Q: 3 clusters Score -18654.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -18668.437500 Penalty: 547.692017
	Iteration 9Q: 3 clusters Score -18668.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -18674.820312 Penalty: 547.692017
	Iteration 10Q: 3 clusters Score -18674.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -18678.529297 Penalty: 547.692017
	Iteration 11Q: 3 clusters Score -18678.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -18679.134766 Penalty: 547.692017
	Iteration 12Q: 3 clusters Score -18679.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -18679.644531 Penalty: 547.692017
	Iteration 13Q: 3 clusters Score -18679.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -18679.644531 Penalty: 547.692017
	Iteration 14F: 3 clusters Score -18679.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -87065.421875 Penalty: 338.231842
	Iteration 0F: 2 clusters Score -87065.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -85794.367188 Penalty: 676.463684
	Iteration 0F: 3 clusters Score -85794.37 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -86175.585938 Penalty: 676.463684
	Iteration 1F: 3 clusters Score -86175.59 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -86242.101562 Penalty: 676.463684
	Iteration 2F: 3 clusters Score -86242.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -86304.132812 Penalty: 676.463684
	Iteration 3F: 3 clusters Score -86304.13 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -86380.242188 Penalty: 676.463684
	Iteration 4F: 3 clusters Score -86380.24 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -86459.507812 Penalty: 676.463684
	Iteration 5F: 3 clusters Score -86459.51 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -86531.398438 Penalty: 676.463684
	Iteration 6F: 3 clusters Score -86531.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -86587.156250 Penalty: 676.463684
	Iteration 7Q: 3 clusters Score -86587.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -86628.281250 Penalty: 676.463684
	Iteration 8Q: 3 clusters Score -86628.28 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -86667.429688 Penalty: 676.463684
	Iteration 9Q: 3 clusters Score -86667.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -86693.570312 Penalty: 676.463684
	Iteration 10Q: 3 clusters Score -86693.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -86712.984375 Penalty: 676.463684
	Iteration 11Q: 3 clusters Score -86712.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -86728.281250 Penalty: 676.463684
	Iteration 12Q: 3 clusters Score -86728.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -86743.804688 Penalty: 676.463684
	Iteration 13Q: 3 clusters Score -86743.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -86760.265625 Penalty: 676.463684
	Iteration 14Q: 3 clusters Score -86760.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -86771.773438 Penalty: 676.463684
	Iteration 15Q: 3 clusters Score -86771.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -86777.921875 Penalty: 676.463684
	Iteration 16Q: 3 clusters Score -86777.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -86780.062500 Penalty: 676.463684
	Iteration 17Q: 3 clusters Score -86780.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -86787.718750 Penalty: 676.463684
	Iteration 18Q: 3 clusters Score -86787.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -86792.726562 Penalty: 676.463684
	Iteration 19Q: 3 clusters Score -86792.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -86799.296875 Penalty: 676.463684
	Iteration 20F: 3 clusters Score -86799.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -86812.437500 Penalty: 676.463684
	Iteration 21Q: 3 clusters Score -86812.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -86825.843750 Penalty: 676.463684
	Iteration 22Q: 3 clusters Score -86825.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -86834.531250 Penalty: 676.463684
	Iteration 23Q: 3 clusters Score -86834.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -86839.632812 Penalty: 676.463684
	Iteration 24Q: 3 clusters Score -86839.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -86841.984375 Penalty: 676.463684
	Iteration 25Q: 3 clusters Score -86841.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -86845.546875 Penalty: 676.463684
	Iteration 26Q: 3 clusters Score -86845.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -86848.960938 Penalty: 676.463684
	Iteration 27Q: 3 clusters Score -86848.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -86853.414062 Penalty: 676.463684
	Iteration 28Q: 3 clusters Score -86853.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -86862.140625 Penalty: 676.463684
	Iteration 29Q: 3 clusters Score -86862.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -86882.039062 Penalty: 676.463684
	Iteration 30Q: 3 clusters Score -86882.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -86891.007812 Penalty: 676.463684
	Iteration 31Q: 3 clusters Score -86891.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -86901.671875 Penalty: 676.463684
	Iteration 32Q: 3 clusters Score -86901.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -86915.617188 Penalty: 676.463684
	Iteration 33Q: 3 clusters Score -86915.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -86925.351562 Penalty: 676.463684
	Iteration 34Q: 3 clusters Score -86925.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -86930.656250 Penalty: 676.463684
	Iteration 35Q: 3 clusters Score -86930.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -86932.039062 Penalty: 676.463684
	Iteration 36Q: 3 clusters Score -86932.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -86933.085938 Penalty: 676.463684
	Iteration 37Q: 3 clusters Score -86933.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -86933.718750 Penalty: 676.463684
	Iteration 38Q: 3 clusters Score -86933.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -86933.859375 Penalty: 676.463684
	Iteration 39Q: 3 clusters Score -86933.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -86934.648438 Penalty: 676.463684
	Iteration 40F: 3 clusters Score -86934.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -86936.023438 Penalty: 676.463684
	Iteration 41Q: 3 clusters Score -86936.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -86936.281250 Penalty: 676.463684
	Iteration 42Q: 3 clusters Score -86936.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -86936.468750 Penalty: 676.463684
	Iteration 43Q: 3 clusters Score -86936.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -86937.601562 Penalty: 676.463684
	Iteration 44Q: 3 clusters Score -86937.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -86938.117188 Penalty: 676.463684
	Iteration 45Q: 3 clusters Score -86938.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -86938.117188 Penalty: 676.463684
	Iteration 46F: 3 clusters Score -86938.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -9923.776367 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -9923.776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9620.112305 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -9620.112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9681.595703 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -9681.596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9700.955078 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -9700.955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9708.105469 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -9708.105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9714.879883 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -9714.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9722.380859 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -9722.381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9724.319336 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -9724.319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9725.675781 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -9725.676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9725.675781 Penalty: 489.150330
	Iteration 8F: 3 clusters Score -9725.676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -26564.451172 Penalty: 284.109589
	Iteration 0F: 2 clusters Score -26564.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26074.353516 Penalty: 568.219177
	Iteration 0F: 3 clusters Score -26074.35 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26189.242188 Penalty: 568.219177
	Iteration 1F: 3 clusters Score -26189.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26214.210938 Penalty: 568.219177
	Iteration 2F: 3 clusters Score -26214.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26230.828125 Penalty: 568.219177
	Iteration 3Q: 3 clusters Score -26230.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26242.640625 Penalty: 568.219177
	Iteration 4Q: 3 clusters Score -26242.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26249.847656 Penalty: 568.219177
	Iteration 5Q: 3 clusters Score -26249.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26255.349609 Penalty: 568.219177
	Iteration 6Q: 3 clusters Score -26255.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26256.359375 Penalty: 568.219177
	Iteration 7Q: 3 clusters Score -26256.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26259.021484 Penalty: 568.219177
	Iteration 8Q: 3 clusters Score -26259.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26261.277344 Penalty: 568.219177
	Iteration 9Q: 3 clusters Score -26261.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26264.900391 Penalty: 568.219177
	Iteration 10Q: 3 clusters Score -26264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26266.441406 Penalty: 568.219177
	Iteration 11Q: 3 clusters Score -26266.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26267.759766 Penalty: 568.219177
	Iteration 12Q: 3 clusters Score -26267.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26267.759766 Penalty: 568.219177
	Iteration 13F: 3 clusters Score -26267.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6244.205078 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6244.205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6018.255371 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6018.255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6071.558594 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6071.559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6079.135742 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -6079.136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6081.396973 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6081.397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6083.249023 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6083.249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6083.249023 Penalty: 450.337158
	Iteration 5F: 3 clusters Score -6083.249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Entering Unmasked Estep 
Score: -322685.250000 Penalty: 400.136963
	Iteration 0F: 2 clusters Score -322685.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -318224.625000 Penalty: 800.273926
	Iteration 0F: 3 clusters Score -318224.6 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -320027.312500 Penalty: 800.273926
	Iteration 1F: 3 clusters Score -320027.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -320337.812500 Penalty: 800.273926
	Iteration 2F: 3 clusters Score -320337.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -320726.250000 Penalty: 800.273926
	Iteration 3F: 3 clusters Score -320726.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -321172.281250 Penalty: 800.273926
	Iteration 4F: 3 clusters Score -321172.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -321588.437500 Penalty: 800.273926
	Iteration 5F: 3 clusters Score -321588.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -321851.687500 Penalty: 800.273926
	Iteration 6F: 3 clusters Score -321851.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -322024.125000 Penalty: 800.273926
	Iteration 7Q: 3 clusters Score -322024.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -322202.375000 Penalty: 800.273926
	Iteration 8Q: 3 clusters Score -322202.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -322306.437500 Penalty: 800.273926
	Iteration 9Q: 3 clusters Score -322306.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -322360.031250 Penalty: 800.273926
	Iteration 10Q: 3 clusters Score -322360 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -322389.343750 Penalty: 800.273926
	Iteration 11Q: 3 clusters Score -322389.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -322407.843750 Penalty: 800.273926
	Iteration 12Q: 3 clusters Score -322407.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -322421.781250 Penalty: 800.273926
	Iteration 13Q: 3 clusters Score -322421.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -322433.593750 Penalty: 800.273926
	Iteration 14Q: 3 clusters Score -322433.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -322441.187500 Penalty: 800.273926
	Iteration 15Q: 3 clusters Score -322441.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -322447.593750 Penalty: 800.273926
	Iteration 16Q: 3 clusters Score -322447.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -322453.750000 Penalty: 800.273926
	Iteration 17Q: 3 clusters Score -322453.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -322459.437500 Penalty: 800.273926
	Iteration 18Q: 3 clusters Score -322459.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -322466.406250 Penalty: 800.273926
	Iteration 19Q: 3 clusters Score -322466.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -322472.156250 Penalty: 800.273926
	Iteration 20F: 3 clusters Score -322472.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -322475.843750 Penalty: 800.273926
	Iteration 21Q: 3 clusters Score -322475.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -322478.625000 Penalty: 800.273926
	Iteration 22Q: 3 clusters Score -322478.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -322481.093750 Penalty: 800.273926
	Iteration 23Q: 3 clusters Score -322481.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -322483.406250 Penalty: 800.273926
	Iteration 24Q: 3 clusters Score -322483.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -322486.812500 Penalty: 800.273926
	Iteration 25Q: 3 clusters Score -322486.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -322491.531250 Penalty: 800.273926
	Iteration 26Q: 3 clusters Score -322491.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -322495.281250 Penalty: 800.273926
	Iteration 27Q: 3 clusters Score -322495.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -322500.750000 Penalty: 800.273926
	Iteration 28Q: 3 clusters Score -322500.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -322505.500000 Penalty: 800.273926
	Iteration 29Q: 3 clusters Score -322505.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -322509.531250 Penalty: 800.273926
	Iteration 30Q: 3 clusters Score -322509.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -322512.218750 Penalty: 800.273926
	Iteration 31Q: 3 clusters Score -322512.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -322515.437500 Penalty: 800.273926
	Iteration 32Q: 3 clusters Score -322515.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -322519.375000 Penalty: 800.273926
	Iteration 33Q: 3 clusters Score -322519.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -322523.718750 Penalty: 800.273926
	Iteration 34Q: 3 clusters Score -322523.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -322527.156250 Penalty: 800.273926
	Iteration 35Q: 3 clusters Score -322527.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -322529.718750 Penalty: 800.273926
	Iteration 36Q: 3 clusters Score -322529.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -322529.968750 Penalty: 800.273926
	Iteration 37Q: 3 clusters Score -322530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -322531.500000 Penalty: 800.273926
	Iteration 38Q: 3 clusters Score -322531.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -322534.656250 Penalty: 800.273926
	Iteration 39Q: 3 clusters Score -322534.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -322538.937500 Penalty: 800.273926
	Iteration 40F: 3 clusters Score -322538.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -322543.875000 Penalty: 800.273926
	Iteration 41Q: 3 clusters Score -322543.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -322549.781250 Penalty: 800.273926
	Iteration 42Q: 3 clusters Score -322549.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -322553.031250 Penalty: 800.273926
	Iteration 43Q: 3 clusters Score -322553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -322556.531250 Penalty: 800.273926
	Iteration 44Q: 3 clusters Score -322556.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -322559.937500 Penalty: 800.273926
	Iteration 45Q: 3 clusters Score -322559.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -322564.281250 Penalty: 800.273926
	Iteration 46Q: 3 clusters Score -322564.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -322565.406250 Penalty: 800.273926
	Iteration 47Q: 3 clusters Score -322565.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -322567.937500 Penalty: 800.273926
	Iteration 48Q: 3 clusters Score -322567.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -322569.218750 Penalty: 800.273926
	Iteration 49Q: 3 clusters Score -322569.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -322570.750000 Penalty: 800.273926
	Iteration 50Q: 3 clusters Score -322570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -322570.781250 Penalty: 800.273926
	Iteration 51Q: 3 clusters Score -322570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -322570.781250 Penalty: 800.273926
	Iteration 52F: 3 clusters Score -322570.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Entering Unmasked Estep 
Score: -1649257.000000 Penalty: 468.897827
	Iteration 0F: 2 clusters Score -1649257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1629352.750000 Penalty: 937.795654
	Iteration 0F: 3 clusters Score -1629353 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1637754.625000 Penalty: 937.795654
	Iteration 1F: 3 clusters Score -1637755 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1638584.500000 Penalty: 937.795654
	Iteration 2F: 3 clusters Score -1638584 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1640029.000000 Penalty: 937.795654
	Iteration 3F: 3 clusters Score -1640029 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1642272.000000 Penalty: 937.795654
	Iteration 4F: 3 clusters Score -1642272 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1644825.375000 Penalty: 937.795654
	Iteration 5F: 3 clusters Score -1644825 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1646683.375000 Penalty: 937.795654
	Iteration 6F: 3 clusters Score -1646683 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1647422.875000 Penalty: 937.795654
	Iteration 7Q: 3 clusters Score -1647423 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1647683.375000 Penalty: 937.795654
	Iteration 8Q: 3 clusters Score -1647683 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1647824.000000 Penalty: 937.795654
	Iteration 9Q: 3 clusters Score -1647824 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1647962.625000 Penalty: 937.795654
	Iteration 10Q: 3 clusters Score -1647963 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1648109.625000 Penalty: 937.795654
	Iteration 11Q: 3 clusters Score -1648110 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1648242.625000 Penalty: 937.795654
	Iteration 12Q: 3 clusters Score -1648243 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1648386.500000 Penalty: 937.795654
	Iteration 13Q: 3 clusters Score -1648386 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1648495.375000 Penalty: 937.795654
	Iteration 14Q: 3 clusters Score -1648495 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1648605.375000 Penalty: 937.795654
	Iteration 15Q: 3 clusters Score -1648605 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1648691.875000 Penalty: 937.795654
	Iteration 16Q: 3 clusters Score -1648692 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1648771.250000 Penalty: 937.795654
	Iteration 17Q: 3 clusters Score -1648771 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1648839.625000 Penalty: 937.795654
	Iteration 18Q: 3 clusters Score -1648840 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1648883.125000 Penalty: 937.795654
	Iteration 19Q: 3 clusters Score -1648883 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1648940.250000 Penalty: 937.795654
	Iteration 20F: 3 clusters Score -1648940 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1648984.250000 Penalty: 937.795654
	Iteration 21Q: 3 clusters Score -1648984 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1649030.000000 Penalty: 937.795654
	Iteration 22Q: 3 clusters Score -1649030 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1649056.125000 Penalty: 937.795654
	Iteration 23Q: 3 clusters Score -1649056 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1649077.500000 Penalty: 937.795654
	Iteration 24Q: 3 clusters Score -1649078 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1649101.375000 Penalty: 937.795654
	Iteration 25Q: 3 clusters Score -1649101 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1649122.500000 Penalty: 937.795654
	Iteration 26Q: 3 clusters Score -1649122 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1649156.375000 Penalty: 937.795654
	Iteration 27Q: 3 clusters Score -1649156 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1649181.875000 Penalty: 937.795654
	Iteration 28Q: 3 clusters Score -1649182 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1649210.125000 Penalty: 937.795654
	Iteration 29Q: 3 clusters Score -1649210 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1649235.875000 Penalty: 937.795654
	Iteration 30Q: 3 clusters Score -1649236 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1649257.375000 Penalty: 937.795654
	Iteration 31Q: 3 clusters Score -1649257 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1649265.875000 Penalty: 937.795654
	Iteration 32Q: 3 clusters Score -1649266 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1649271.875000 Penalty: 937.795654
	Iteration 33Q: 3 clusters Score -1649272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1649284.000000 Penalty: 937.795654
	Iteration 34Q: 3 clusters Score -1649284 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1649295.125000 Penalty: 937.795654
	Iteration 35Q: 3 clusters Score -1649295 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1649304.625000 Penalty: 937.795654
	Iteration 36Q: 3 clusters Score -1649305 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1649309.375000 Penalty: 937.795654
	Iteration 37Q: 3 clusters Score -1649309 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1649326.250000 Penalty: 937.795654
	Iteration 38Q: 3 clusters Score -1649326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1649335.000000 Penalty: 937.795654
	Iteration 39Q: 3 clusters Score -1649335 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1649345.250000 Penalty: 937.795654
	Iteration 40F: 3 clusters Score -1649345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1649351.250000 Penalty: 937.795654
	Iteration 41Q: 3 clusters Score -1649351 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1649361.875000 Penalty: 937.795654
	Iteration 42Q: 3 clusters Score -1649362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1649366.000000 Penalty: 937.795654
	Iteration 43Q: 3 clusters Score -1649366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1649370.125000 Penalty: 937.795654
	Iteration 44Q: 3 clusters Score -1649370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1649371.250000 Penalty: 937.795654
	Iteration 45Q: 3 clusters Score -1649371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1649374.500000 Penalty: 937.795654
	Iteration 46Q: 3 clusters Score -1649374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1649381.750000 Penalty: 937.795654
	Iteration 47Q: 3 clusters Score -1649382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1649382.500000 Penalty: 937.795654
	Iteration 48Q: 3 clusters Score -1649382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1649382.875000 Penalty: 937.795654
	Iteration 49Q: 3 clusters Score -1649383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1649387.875000 Penalty: 937.795654
	Iteration 50Q: 3 clusters Score -1649388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1649390.625000 Penalty: 937.795654
	Iteration 51Q: 3 clusters Score -1649391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1649391.625000 Penalty: 937.795654
	Iteration 52Q: 3 clusters Score -1649392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1649390.500000 Penalty: 937.795654
	Iteration 53Q: 3 clusters Score -1649390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1649394.375000 Penalty: 937.795654
	Iteration 54Q: 3 clusters Score -1649394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1649398.375000 Penalty: 937.795654
	Iteration 55Q: 3 clusters Score -1649398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1649399.750000 Penalty: 937.795654
	Iteration 56Q: 3 clusters Score -1649400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1649400.250000 Penalty: 937.795654
	Iteration 57Q: 3 clusters Score -1649400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1649399.875000 Penalty: 937.795654
	Iteration 58Q: 3 clusters Score -1649400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1649401.250000 Penalty: 937.795654
	Iteration 59Q: 3 clusters Score -1649401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1649402.250000 Penalty: 937.795654
	Iteration 60F: 3 clusters Score -1649402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1649404.875000 Penalty: 937.795654
	Iteration 61Q: 3 clusters Score -1649405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1649410.000000 Penalty: 937.795654
	Iteration 62Q: 3 clusters Score -1649410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1649412.000000 Penalty: 937.795654
	Iteration 63Q: 3 clusters Score -1649412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1649410.250000 Penalty: 937.795654
	Iteration 64Q: 3 clusters Score -1649410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1649409.125000 Penalty: 937.795654
	Iteration 65Q: 3 clusters Score -1649409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1649409.000000 Penalty: 937.795654
	Iteration 66Q: 3 clusters Score -1649409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1649408.375000 Penalty: 937.795654
	Iteration 67Q: 3 clusters Score -1649408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1649408.375000 Penalty: 937.795654
	Iteration 68F: 3 clusters Score -1649408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2482 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 6920 members 
Mstep: Class 7 contains 77 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 55878 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 14135 members 
Mstep: Class 15 contains 297030 members 
Mstep: Class 16 contains 41451 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6596 members 
Mstep: Class 23 contains 28313 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 55817 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 368 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 2475 members 
Mstep: Class 34 contains 1582 members 
Entering Unmasked Estep 
Score: -27433798.000000 Penalty: 20404.894531
Splitting cluster 23 changes total score from -27432650.000000 to -27433798.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 24 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -20535.644531 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -20535.64 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 210 members 
Entering Unmasked Estep 
Score: -20083.742188 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -20083.74 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20197.917969 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -20197.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20262.150391 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -20262.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20323.816406 Penalty: 555.332825
	Iteration 3F: 3 clusters Score -20323.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20361.253906 Penalty: 555.332825
	Iteration 4F: 3 clusters Score -20361.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20418.017578 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -20418.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -20451.337891 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -20451.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -20471.408203 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -20471.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -20484.005859 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -20484.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -20494.804688 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -20494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -20497.271484 Penalty: 555.332825
	Iteration 10Q: 3 clusters Score -20497.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -20500.951172 Penalty: 555.332825
	Iteration 11Q: 3 clusters Score -20500.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -20502.332031 Penalty: 555.332825
	Iteration 12Q: 3 clusters Score -20502.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -20502.332031 Penalty: 555.332825
	Iteration 13F: 3 clusters Score -20502.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -29420.630859 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -29420.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -28871.681641 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -28871.68 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -29072.646484 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -29072.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -29118.746094 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -29118.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -29147.412109 Penalty: 581.968811
	Iteration 3F: 3 clusters Score -29147.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -29163.568359 Penalty: 581.968811
	Iteration 4Q: 3 clusters Score -29163.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -29174.763672 Penalty: 581.968811
	Iteration 5Q: 3 clusters Score -29174.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -29188.796875 Penalty: 581.968811
	Iteration 6Q: 3 clusters Score -29188.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -29194.517578 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -29194.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -29196.556641 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -29196.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -29197.566406 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -29197.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -29200.367188 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -29200.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -29203.046875 Penalty: 581.968811
	Iteration 11Q: 3 clusters Score -29203.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -29205.289062 Penalty: 581.968811
	Iteration 12Q: 3 clusters Score -29205.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -29205.757812 Penalty: 581.968811
	Iteration 13Q: 3 clusters Score -29205.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -29206.142578 Penalty: 581.968811
	Iteration 14Q: 3 clusters Score -29206.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -29206.279297 Penalty: 581.968811
	Iteration 15Q: 3 clusters Score -29206.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -29206.279297 Penalty: 581.968811
	Iteration 16F: 3 clusters Score -29206.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -21315.599609 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -21315.6 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 251 members 
Entering Unmasked Estep 
Score: -20855.429688 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -20855.43 nChanged 149
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: -20952.437500 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -20952.44 nChanged 31
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: -20981.472656 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -20981.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20997.324219 Penalty: 557.743591
	Iteration 3F: 3 clusters Score -20997.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21003.318359 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -21003.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21010.058594 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -21010.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -21016.751953 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -21016.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21028.287109 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -21028.29 nChanged 8
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: -21037.767578 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -21037.77 nChanged 7
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: -21043.376953 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -21043.38 nChanged 3
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: -21044.992188 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -21044.99 nChanged 2
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: -21045.619141 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -21045.62 nChanged 0
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: -21045.619141 Penalty: 557.743591
	Iteration 12F: 3 clusters Score -21045.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2482 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 6920 members 
Mstep: Class 7 contains 77 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 55878 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 14135 members 
Mstep: Class 15 contains 297030 members 
Mstep: Class 16 contains 41451 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6596 members 
Mstep: Class 23 contains 28313 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27434524.000000 Penalty: 20404.894531
Iteration 79Q: 35 clusters Score -2.743452e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 3001 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2544 members 
Mstep: Class 3 contains 802 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 6925 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 278 members 
Mstep: Class 9 contains 3865 members 
Mstep: Class 10 contains 55918 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 1302 members 
Mstep: Class 14 contains 14159 members 
Mstep: Class 15 contains 297705 members 
Mstep: Class 16 contains 41425 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 1663 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6592 members 
Mstep: Class 23 contains 28218 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 600 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1847 members 
Mstep: Class 28 contains 55292 members 
Mstep: Class 29 contains 273 members 
Mstep: Class 30 contains 354 members 
Mstep: Class 31 contains 347 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 2360 members 
Mstep: Class 34 contains 1569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27434716.000000 Penalty: 20404.894531
Iteration 80F: 35 clusters Score -2.743472e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 2986 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2575 members 
Mstep: Class 3 contains 806 members 
Mstep: Class 4 contains 630 members 
Mstep: Class 5 contains 3353 members 
Mstep: Class 6 contains 6939 members 
Mstep: Class 7 contains 69 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 3859 members 
Mstep: Class 10 contains 55749 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 1304 members 
Mstep: Class 14 contains 14177 members 
Mstep: Class 15 contains 297119 members 
Mstep: Class 16 contains 41424 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 212 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6580 members 
Mstep: Class 23 contains 28043 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 461 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 55830 members 
Mstep: Class 29 contains 276 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 254 members 
Mstep: Class 33 contains 2675 members 
Mstep: Class 34 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27435462.000000 Penalty: 20404.894531
Iteration 81Q: 35 clusters Score -2.743546e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2612 members 
Mstep: Class 3 contains 808 members 
Mstep: Class 4 contains 626 members 
Mstep: Class 5 contains 3333 members 
Mstep: Class 6 contains 6962 members 
Mstep: Class 7 contains 70 members 
Mstep: Class 8 contains 272 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 10 contains 55506 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 1314 members 
Mstep: Class 14 contains 14196 members 
Mstep: Class 15 contains 296687 members 
Mstep: Class 16 contains 41428 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1611 members 
Mstep: Class 19 contains 212 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 136 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 27906 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 460 members 
Mstep: Class 27 contains 1870 members 
Mstep: Class 28 contains 56317 members 
Mstep: Class 29 contains 276 members 
Mstep: Class 30 contains 347 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 2919 members 
Mstep: Class 34 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27435950.000000 Penalty: 20404.894531
Iteration 82Q: 35 clusters Score -2.743595e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 808 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 3317 members 
Mstep: Class 6 contains 6977 members 
Mstep: Class 7 contains 73 members 
Mstep: Class 8 contains 269 members 
Mstep: Class 9 contains 3859 members 
Mstep: Class 10 contains 55247 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 526 members 
Mstep: Class 13 contains 1323 members 
Mstep: Class 14 contains 14208 members 
Mstep: Class 15 contains 296340 members 
Mstep: Class 16 contains 41429 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 212 members 
Mstep: Class 20 contains 530 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6567 members 
Mstep: Class 23 contains 27774 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 597 members 
Mstep: Class 26 contains 460 members 
Mstep: Class 27 contains 1889 members 
Mstep: Class 28 contains 56757 members 
Mstep: Class 29 contains 276 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 383 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 3139 members 
Mstep: Class 34 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27436238.000000 Penalty: 20404.894531
Iteration 83Q: 35 clusters Score -2.743624e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2676 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 3303 members 
Mstep: Class 6 contains 6993 members 
Mstep: Class 7 contains 73 members 
Mstep: Class 8 contains 269 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 10 contains 55014 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 525 members 
Mstep: Class 13 contains 1336 members 
Mstep: Class 14 contains 14196 members 
Mstep: Class 15 contains 296010 members 
Mstep: Class 16 contains 41434 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1589 members 
Mstep: Class 19 contains 212 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6561 members 
Mstep: Class 23 contains 27662 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1899 members 
Mstep: Class 28 contains 57194 members 
Mstep: Class 29 contains 276 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 3339 members 
Mstep: Class 34 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27436480.000000 Penalty: 20404.894531
Iteration 84Q: 35 clusters Score -2.743648e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2705 members 
Mstep: Class 3 contains 809 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 3290 members 
Mstep: Class 6 contains 6996 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 10 contains 54717 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 14200 members 
Mstep: Class 15 contains 295775 members 
Mstep: Class 16 contains 41434 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1585 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6559 members 
Mstep: Class 23 contains 27547 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 597 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 57606 members 
Mstep: Class 29 contains 276 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27436718.000000 Penalty: 20404.894531
Iteration 85Q: 35 clusters Score -2.743672e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 810 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 6993 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 10 contains 54430 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 14195 members 
Mstep: Class 15 contains 295577 members 
Mstep: Class 16 contains 41436 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1581 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6558 members 
Mstep: Class 23 contains 27437 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 464 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 57991 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 3729 members 
Mstep: Class 34 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27437022.000000 Penalty: 20404.894531
Iteration 86Q: 35 clusters Score -2.743702e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2739 members 
Mstep: Class 3 contains 806 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 3276 members 
Mstep: Class 6 contains 6990 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 10 contains 54130 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 14182 members 
Mstep: Class 15 contains 295446 members 
Mstep: Class 16 contains 41430 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1573 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6559 members 
Mstep: Class 23 contains 27336 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 600 members 
Mstep: Class 26 contains 464 members 
Mstep: Class 27 contains 1910 members 
Mstep: Class 28 contains 58327 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 3933 members 
Mstep: Class 34 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27437172.000000 Penalty: 20404.894531
Iteration 87Q: 35 clusters Score -2.743717e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2758 members 
Mstep: Class 3 contains 805 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 6994 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 10 contains 53827 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 14164 members 
Mstep: Class 15 contains 295322 members 
Mstep: Class 16 contains 41421 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1567 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6558 members 
Mstep: Class 23 contains 27263 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 464 members 
Mstep: Class 27 contains 1912 members 
Mstep: Class 28 contains 58646 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 4126 members 
Mstep: Class 34 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27437270.000000 Penalty: 20404.894531
Iteration 88Q: 35 clusters Score -2.743727e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2790 members 
Mstep: Class 3 contains 798 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 3263 members 
Mstep: Class 6 contains 6988 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 10 contains 53502 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1372 members 
Mstep: Class 14 contains 14160 members 
Mstep: Class 15 contains 295266 members 
Mstep: Class 16 contains 41393 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1560 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 6557 members 
Mstep: Class 23 contains 27186 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 601 members 
Mstep: Class 26 contains 464 members 
Mstep: Class 27 contains 1915 members 
Mstep: Class 28 contains 58951 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 4300 members 
Mstep: Class 34 contains 1710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27437338.000000 Penalty: 20404.894531
Iteration 89Q: 35 clusters Score -2.743734e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2815 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 3259 members 
Mstep: Class 6 contains 6986 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 10 contains 53154 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1373 members 
Mstep: Class 14 contains 14148 members 
Mstep: Class 15 contains 295220 members 
Mstep: Class 16 contains 41372 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 6555 members 
Mstep: Class 23 contains 27099 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 600 members 
Mstep: Class 26 contains 464 members 
Mstep: Class 27 contains 1916 members 
Mstep: Class 28 contains 59287 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 4464 members 
Mstep: Class 34 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27437392.000000 Penalty: 20404.894531
Iteration 90Q: 35 clusters Score -2.743739e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2843 members 
Mstep: Class 3 contains 787 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 3255 members 
Mstep: Class 6 contains 6986 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 10 contains 52818 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 14141 members 
Mstep: Class 15 contains 295166 members 
Mstep: Class 16 contains 41350 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6554 members 
Mstep: Class 23 contains 27039 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 1917 members 
Mstep: Class 28 contains 59590 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 4626 members 
Mstep: Class 34 contains 1718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27437496.000000 Penalty: 20404.894531
Iteration 91Q: 35 clusters Score -2.74375e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2865 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 3250 members 
Mstep: Class 6 contains 6983 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 10 contains 52487 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 14128 members 
Mstep: Class 15 contains 295104 members 
Mstep: Class 16 contains 41343 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1551 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6554 members 
Mstep: Class 23 contains 26974 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 600 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1919 members 
Mstep: Class 28 contains 59884 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 4798 members 
Mstep: Class 34 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27437526.000000 Penalty: 20404.894531
Iteration 92Q: 35 clusters Score -2.743753e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2879 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 3246 members 
Mstep: Class 6 contains 6985 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 10 contains 52134 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 14116 members 
Mstep: Class 15 contains 295061 members 
Mstep: Class 16 contains 41324 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6551 members 
Mstep: Class 23 contains 26931 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 601 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1920 members 
Mstep: Class 28 contains 60196 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 4949 members 
Mstep: Class 34 contains 1721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27437704.000000 Penalty: 20404.894531
Iteration 93Q: 35 clusters Score -2.74377e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2896 members 
Mstep: Class 3 contains 782 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 3240 members 
Mstep: Class 6 contains 6988 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 10 contains 51802 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1372 members 
Mstep: Class 14 contains 14103 members 
Mstep: Class 15 contains 294963 members 
Mstep: Class 16 contains 41314 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1550 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6549 members 
Mstep: Class 23 contains 26897 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1922 members 
Mstep: Class 28 contains 60528 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 5093 members 
Mstep: Class 34 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27437834.000000 Penalty: 20404.894531
Iteration 94Q: 35 clusters Score -2.743783e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2913 members 
Mstep: Class 3 contains 778 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 3233 members 
Mstep: Class 6 contains 6989 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 10 contains 51477 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 14096 members 
Mstep: Class 15 contains 294886 members 
Mstep: Class 16 contains 41304 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6548 members 
Mstep: Class 23 contains 26860 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1922 members 
Mstep: Class 28 contains 60837 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 5235 members 
Mstep: Class 34 contains 1723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438046.000000 Penalty: 20404.894531
Iteration 95Q: 35 clusters Score -2.743805e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 3226 members 
Mstep: Class 6 contains 6988 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3859 members 
Mstep: Class 10 contains 51124 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 14088 members 
Mstep: Class 15 contains 294861 members 
Mstep: Class 16 contains 41291 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6547 members 
Mstep: Class 23 contains 26831 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1922 members 
Mstep: Class 28 contains 61126 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 5368 members 
Mstep: Class 34 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438044.000000 Penalty: 20404.894531
Iteration 96Q: 35 clusters Score -2.743804e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 6990 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3859 members 
Mstep: Class 10 contains 50772 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 14075 members 
Mstep: Class 15 contains 294848 members 
Mstep: Class 16 contains 41278 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 212 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6546 members 
Mstep: Class 23 contains 26805 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1922 members 
Mstep: Class 28 contains 61432 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 5472 members 
Mstep: Class 34 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438064.000000 Penalty: 20404.894531
Iteration 97Q: 35 clusters Score -2.743806e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2965 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 3212 members 
Mstep: Class 6 contains 6996 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3861 members 
Mstep: Class 10 contains 50426 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 14065 members 
Mstep: Class 15 contains 294863 members 
Mstep: Class 16 contains 41250 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 212 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6544 members 
Mstep: Class 23 contains 26802 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1922 members 
Mstep: Class 28 contains 61712 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 35 clusters Score -2.743817e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 6996 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 50108 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 14061 members 
Mstep: Class 15 contains 294867 members 
Mstep: Class 16 contains 41222 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1543 members 
Mstep: Class 19 contains 212 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6542 members 
Mstep: Class 23 contains 26793 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 600 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1922 members 
Mstep: Class 28 contains 61998 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 5634 members 
Mstep: Class 34 contains 1736 members 
Entering Unmasked Estep 
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Iteration 99Q: 35 clusters Score -2.743822e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 2985 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2982 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 7003 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 49759 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 14052 members 
Mstep: Class 15 contains 294927 members 
Mstep: Class 16 contains 41200 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1541 members 
Mstep: Class 19 contains 212 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6540 members 
Mstep: Class 23 contains 26780 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 600 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1922 members 
Mstep: Class 28 contains 62259 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 5699 members 
Mstep: Class 34 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438266.000000 Penalty: 20404.894531
Iteration 100F: 35 clusters Score -2.743827e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2995 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 3195 members 
Mstep: Class 6 contains 7013 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 49402 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 14044 members 
Mstep: Class 15 contains 294956 members 
Mstep: Class 16 contains 41174 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 212 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6538 members 
Mstep: Class 23 contains 26769 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 601 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1922 members 
Mstep: Class 28 contains 62520 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 5800 members 
Mstep: Class 34 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438342.000000 Penalty: 20404.894531
Iteration 101Q: 35 clusters Score -2.743834e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3006 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3188 members 
Mstep: Class 6 contains 7022 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 49083 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 14027 members 
Mstep: Class 15 contains 294927 members 
Mstep: Class 16 contains 41159 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1539 members 
Mstep: Class 19 contains 212 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6538 members 
Mstep: Class 23 contains 26766 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 601 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1932 members 
Mstep: Class 28 contains 62781 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 5910 members 
Mstep: Class 34 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438522.000000 Penalty: 20404.894531
Iteration 102Q: 35 clusters Score -2.743852e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3017 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3179 members 
Mstep: Class 6 contains 7029 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 48767 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 14002 members 
Mstep: Class 15 contains 294924 members 
Mstep: Class 16 contains 41156 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1539 members 
Mstep: Class 19 contains 212 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6536 members 
Mstep: Class 23 contains 26755 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 601 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1939 members 
Mstep: Class 28 contains 63023 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 6010 members 
Mstep: Class 34 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438648.000000 Penalty: 20404.894531
Iteration 103Q: 35 clusters Score -2.743865e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 7040 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 48448 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 13979 members 
Mstep: Class 15 contains 294962 members 
Mstep: Class 16 contains 41156 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1537 members 
Mstep: Class 19 contains 212 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6535 members 
Mstep: Class 23 contains 26740 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 601 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1942 members 
Mstep: Class 28 contains 63244 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 6098 members 
Mstep: Class 34 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438668.000000 Penalty: 20404.894531
Iteration 104Q: 35 clusters Score -2.743867e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3162 members 
Mstep: Class 6 contains 7045 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 48137 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 13957 members 
Mstep: Class 15 contains 295015 members 
Mstep: Class 16 contains 41148 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1537 members 
Mstep: Class 19 contains 212 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6534 members 
Mstep: Class 23 contains 26727 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 601 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 63453 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 6176 members 
Mstep: Class 34 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438682.000000 Penalty: 20404.894531
Iteration 105Q: 35 clusters Score -2.743868e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 7052 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 47823 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 13929 members 
Mstep: Class 15 contains 295084 members 
Mstep: Class 16 contains 41130 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 519 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6533 members 
Mstep: Class 23 contains 26713 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 601 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 63657 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 6257 members 
Mstep: Class 34 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438682.000000 Penalty: 20404.894531
Iteration 106Q: 35 clusters Score -2.743868e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 7059 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3865 members 
Mstep: Class 10 contains 47507 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 13892 members 
Mstep: Class 15 contains 295133 members 
Mstep: Class 16 contains 41124 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 518 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6531 members 
Mstep: Class 23 contains 26705 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 601 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 63875 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 6339 members 
Mstep: Class 34 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438794.000000 Penalty: 20404.894531
Iteration 107Q: 35 clusters Score -2.743879e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3143 members 
Mstep: Class 6 contains 7067 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 47184 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 13850 members 
Mstep: Class 15 contains 295192 members 
Mstep: Class 16 contains 41117 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1529 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 518 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6531 members 
Mstep: Class 23 contains 26693 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 64097 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 6426 members 
Mstep: Class 34 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438754.000000 Penalty: 20404.894531
Iteration 108Q: 35 clusters Score -2.743875e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3104 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3134 members 
Mstep: Class 6 contains 7076 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 46867 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 13811 members 
Mstep: Class 15 contains 295247 members 
Mstep: Class 16 contains 41110 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1529 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 518 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6531 members 
Mstep: Class 23 contains 26689 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 601 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 64304 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 6512 members 
Mstep: Class 34 contains 1775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438862.000000 Penalty: 20404.894531
Iteration 109Q: 35 clusters Score -2.743886e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3119 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 7080 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 46558 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 13781 members 
Mstep: Class 15 contains 295271 members 
Mstep: Class 16 contains 41112 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1528 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 518 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6531 members 
Mstep: Class 23 contains 26685 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 64512 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 6600 members 
Mstep: Class 34 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27438960.000000 Penalty: 20404.894531
Iteration 110Q: 35 clusters Score -2.743896e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3119 members 
Mstep: Class 6 contains 7091 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 46285 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 13742 members 
Mstep: Class 15 contains 295264 members 
Mstep: Class 16 contains 41114 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1527 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 518 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6530 members 
Mstep: Class 23 contains 26699 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 604 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 64709 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 6688 members 
Mstep: Class 34 contains 1786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27439000.000000 Penalty: 20404.894531
Iteration 111Q: 35 clusters Score -2.7439e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3111 members 
Mstep: Class 6 contains 7102 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 46003 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 13702 members 
Mstep: Class 15 contains 295253 members 
Mstep: Class 16 contains 41127 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1527 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 519 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6530 members 
Mstep: Class 23 contains 26721 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 607 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 64884 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 6785 members 
Mstep: Class 34 contains 1789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27439140.000000 Penalty: 20404.894531
Iteration 112Q: 35 clusters Score -2.743914e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3167 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3105 members 
Mstep: Class 6 contains 7115 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 45744 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 13663 members 
Mstep: Class 15 contains 295282 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1526 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6531 members 
Mstep: Class 23 contains 26737 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 608 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 65031 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 6865 members 
Mstep: Class 34 contains 1792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27439188.000000 Penalty: 20404.894531
Iteration 113Q: 35 clusters Score -2.743919e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3182 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3100 members 
Mstep: Class 6 contains 7123 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 45513 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 13630 members 
Mstep: Class 15 contains 295275 members 
Mstep: Class 16 contains 41116 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1525 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6528 members 
Mstep: Class 23 contains 26748 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 609 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 65186 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 6955 members 
Mstep: Class 34 contains 1796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27439144.000000 Penalty: 20404.894531
Iteration 114Q: 35 clusters Score -2.743914e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3196 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 7132 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 45277 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 13601 members 
Mstep: Class 15 contains 295261 members 
Mstep: Class 16 contains 41111 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6525 members 
Mstep: Class 23 contains 26764 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 609 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 65349 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 7045 members 
Mstep: Class 34 contains 1796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27439206.000000 Penalty: 20404.894531
Iteration 115Q: 35 clusters Score -2.743921e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3216 members 
Mstep: Class 3 contains 740 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 7136 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 45021 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 13567 members 
Mstep: Class 15 contains 295307 members 
Mstep: Class 16 contains 41103 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1523 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6526 members 
Mstep: Class 23 contains 26781 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 609 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 65495 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7114 members 
Mstep: Class 34 contains 1796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27439278.000000 Penalty: 20404.894531
Iteration 116Q: 35 clusters Score -2.743928e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 739 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 7138 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 44765 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 13547 members 
Mstep: Class 15 contains 295336 members 
Mstep: Class 16 contains 41106 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1520 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6521 members 
Mstep: Class 23 contains 26796 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 609 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 65638 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7179 members 
Mstep: Class 34 contains 1795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27439382.000000 Penalty: 20404.894531
Iteration 117Q: 35 clusters Score -2.743938e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 7140 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 44496 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 295388 members 
Mstep: Class 16 contains 41101 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1520 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6519 members 
Mstep: Class 23 contains 26809 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 609 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 65774 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7250 members 
Mstep: Class 34 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27439388.000000 Penalty: 20404.894531
Iteration 118Q: 35 clusters Score -2.743939e+07 nChanged 636
Entering ConstructFrom: 
Score: -27439388.000000 Penalty: 20404.894531
Entering ConstructFrom: 
Trying to split cluster 1 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -10242.934570 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -10242.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9938.665039 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -9938.665 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10061.721680 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -10061.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10110.321289 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -10110.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10151.201172 Penalty: 515.012878
	Iteration 3Q: 3 clusters Score -10151.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10177.331055 Penalty: 515.012878
	Iteration 4F: 3 clusters Score -10177.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10184.340820 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -10184.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10192.531250 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -10192.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10196.549805 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -10196.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10197.019531 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -10197.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10197.019531 Penalty: 515.012878
	Iteration 9F: 3 clusters Score -10197.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Entering Unmasked Estep 
Score: -184023.890625 Penalty: 368.405182
	Iteration 0F: 2 clusters Score -184023.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -181765.093750 Penalty: 736.810364
	Iteration 0F: 3 clusters Score -181765.1 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -182639.437500 Penalty: 736.810364
	Iteration 1F: 3 clusters Score -182639.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -182848.218750 Penalty: 736.810364
	Iteration 2F: 3 clusters Score -182848.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -183134.796875 Penalty: 736.810364
	Iteration 3F: 3 clusters Score -183134.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -183381.578125 Penalty: 736.810364
	Iteration 4F: 3 clusters Score -183381.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -183547.921875 Penalty: 736.810364
	Iteration 5F: 3 clusters Score -183547.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -183638.156250 Penalty: 736.810364
	Iteration 6Q: 3 clusters Score -183638.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -183692.421875 Penalty: 736.810364
	Iteration 7Q: 3 clusters Score -183692.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -183720.593750 Penalty: 736.810364
	Iteration 8Q: 3 clusters Score -183720.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -183732.000000 Penalty: 736.810364
	Iteration 9Q: 3 clusters Score -183732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -183740.625000 Penalty: 736.810364
	Iteration 10Q: 3 clusters Score -183740.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -183746.718750 Penalty: 736.810364
	Iteration 11Q: 3 clusters Score -183746.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -183748.265625 Penalty: 736.810364
	Iteration 12Q: 3 clusters Score -183748.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -183748.750000 Penalty: 736.810364
	Iteration 13Q: 3 clusters Score -183748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -183748.796875 Penalty: 736.810364
	Iteration 14Q: 3 clusters Score -183748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -183749.312500 Penalty: 736.810364
	Iteration 15Q: 3 clusters Score -183749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -183749.968750 Penalty: 736.810364
	Iteration 16Q: 3 clusters Score -183750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -183751.109375 Penalty: 736.810364
	Iteration 17Q: 3 clusters Score -183751.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -183752.062500 Penalty: 736.810364
	Iteration 18Q: 3 clusters Score -183752.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -183753.062500 Penalty: 736.810364
	Iteration 19Q: 3 clusters Score -183753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -183753.718750 Penalty: 736.810364
	Iteration 20F: 3 clusters Score -183753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -183754.484375 Penalty: 736.810364
	Iteration 21Q: 3 clusters Score -183754.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -183756.109375 Penalty: 736.810364
	Iteration 22Q: 3 clusters Score -183756.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -183758.843750 Penalty: 736.810364
	Iteration 23Q: 3 clusters Score -183758.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -183762.000000 Penalty: 736.810364
	Iteration 24Q: 3 clusters Score -183762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -183763.296875 Penalty: 736.810364
	Iteration 25Q: 3 clusters Score -183763.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -183763.828125 Penalty: 736.810364
	Iteration 26Q: 3 clusters Score -183763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -183764.734375 Penalty: 736.810364
	Iteration 27Q: 3 clusters Score -183764.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -183765.234375 Penalty: 736.810364
	Iteration 28Q: 3 clusters Score -183765.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -183766.859375 Penalty: 736.810364
	Iteration 29Q: 3 clusters Score -183766.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -183770.078125 Penalty: 736.810364
	Iteration 30Q: 3 clusters Score -183770.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -183773.671875 Penalty: 736.810364
	Iteration 31Q: 3 clusters Score -183773.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -183777.140625 Penalty: 736.810364
	Iteration 32Q: 3 clusters Score -183777.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -183777.890625 Penalty: 736.810364
	Iteration 33Q: 3 clusters Score -183777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -183778.828125 Penalty: 736.810364
	Iteration 34Q: 3 clusters Score -183778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -183779.625000 Penalty: 736.810364
	Iteration 35Q: 3 clusters Score -183779.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -183779.953125 Penalty: 736.810364
	Iteration 36Q: 3 clusters Score -183780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -183780.343750 Penalty: 736.810364
	Iteration 37Q: 3 clusters Score -183780.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -183781.187500 Penalty: 736.810364
	Iteration 38Q: 3 clusters Score -183781.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -183781.203125 Penalty: 736.810364
	Iteration 39Q: 3 clusters Score -183781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -183781.343750 Penalty: 736.810364
	Iteration 40F: 3 clusters Score -183781.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -39770.769531 Penalty: 300.355957
	Iteration 0F: 2 clusters Score -39770.77 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 375 members 
Entering Unmasked Estep 
Score: -39119.777344 Penalty: 600.711914
	Iteration 0F: 3 clusters Score -39119.78 nChanged 278
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: -39295.429688 Penalty: 600.711914
	Iteration 1F: 3 clusters Score -39295.43 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39342.554688 Penalty: 600.711914
	Iteration 2F: 3 clusters Score -39342.55 nChanged 39
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: -39371.687500 Penalty: 600.711914
	Iteration 3F: 3 clusters Score -39371.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -39383.550781 Penalty: 600.711914
	Iteration 4Q: 3 clusters Score -39383.55 nChanged 12
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: -39389.000000 Penalty: 600.711914
	Iteration 5Q: 3 clusters Score -39389 nChanged 8
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: -39392.671875 Penalty: 600.711914
	Iteration 6Q: 3 clusters Score -39392.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -39393.601562 Penalty: 600.711914
	Iteration 7Q: 3 clusters Score -39393.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -39395.496094 Penalty: 600.711914
	Iteration 8Q: 3 clusters Score -39395.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -39398.886719 Penalty: 600.711914
	Iteration 9Q: 3 clusters Score -39398.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -39401.355469 Penalty: 600.711914
	Iteration 10Q: 3 clusters Score -39401.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -39402.621094 Penalty: 600.711914
	Iteration 11Q: 3 clusters Score -39402.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39403.273438 Penalty: 600.711914
	Iteration 12Q: 3 clusters Score -39403.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39403.683594 Penalty: 600.711914
	Iteration 13Q: 3 clusters Score -39403.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39403.683594 Penalty: 600.711914
	Iteration 14F: 3 clusters Score -39403.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -26119.062500 Penalty: 291.211731
	Iteration 0F: 2 clusters Score -26119.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25591.193359 Penalty: 582.423462
	Iteration 0F: 3 clusters Score -25591.19 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25804.919922 Penalty: 582.423462
	Iteration 1F: 3 clusters Score -25804.92 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25877.548828 Penalty: 582.423462
	Iteration 2F: 3 clusters Score -25877.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25904.115234 Penalty: 582.423462
	Iteration 3F: 3 clusters Score -25904.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25920.570312 Penalty: 582.423462
	Iteration 4Q: 3 clusters Score -25920.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25930.394531 Penalty: 582.423462
	Iteration 5Q: 3 clusters Score -25930.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25935.765625 Penalty: 582.423462
	Iteration 6Q: 3 clusters Score -25935.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25941.746094 Penalty: 582.423462
	Iteration 7Q: 3 clusters Score -25941.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25946.351562 Penalty: 582.423462
	Iteration 8Q: 3 clusters Score -25946.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25953.658203 Penalty: 582.423462
	Iteration 9Q: 3 clusters Score -25953.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -25980.519531 Penalty: 582.423462
	Iteration 10Q: 3 clusters Score -25980.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26011.642578 Penalty: 582.423462
	Iteration 11Q: 3 clusters Score -26011.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26039.316406 Penalty: 582.423462
	Iteration 12Q: 3 clusters Score -26039.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26080.765625 Penalty: 582.423462
	Iteration 13Q: 3 clusters Score -26080.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -26110.953125 Penalty: 582.423462
	Iteration 14Q: 3 clusters Score -26110.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26129.136719 Penalty: 582.423462
	Iteration 15Q: 3 clusters Score -26129.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26161.363281 Penalty: 582.423462
	Iteration 16Q: 3 clusters Score -26161.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -26197.050781 Penalty: 582.423462
	Iteration 17Q: 3 clusters Score -26197.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26235.353516 Penalty: 582.423462
	Iteration 18Q: 3 clusters Score -26235.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26268.896484 Penalty: 582.423462
	Iteration 19Q: 3 clusters Score -26268.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26277.472656 Penalty: 582.423462
	Iteration 20F: 3 clusters Score -26277.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26279.011719 Penalty: 582.423462
	Iteration 21Q: 3 clusters Score -26279.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26279.945312 Penalty: 582.423462
	Iteration 22Q: 3 clusters Score -26279.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26279.945312 Penalty: 582.423462
	Iteration 23F: 3 clusters Score -26279.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3284 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 7145 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 44203 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 13503 members 
Mstep: Class 15 contains 295477 members 
Mstep: Class 16 contains 41107 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1519 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6517 members 
Mstep: Class 23 contains 26824 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 609 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 65910 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7301 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 248 members 
Entering Unmasked Estep 
Score: -27439204.000000 Penalty: 21005.037109
Splitting cluster 4 changes total score from -27439388.000000 to -27439204.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Entering Unmasked Estep 
Score: -156767.062500 Penalty: 365.708221
	Iteration 0F: 2 clusters Score -156767.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -154578.937500 Penalty: 731.416443
	Iteration 0F: 3 clusters Score -154578.9 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -155355.125000 Penalty: 731.416443
	Iteration 1F: 3 clusters Score -155355.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -155451.046875 Penalty: 731.416443
	Iteration 2F: 3 clusters Score -155451 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -155533.109375 Penalty: 731.416443
	Iteration 3F: 3 clusters Score -155533.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -155624.046875 Penalty: 731.416443
	Iteration 4Q: 3 clusters Score -155624 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -155740.140625 Penalty: 731.416443
	Iteration 5Q: 3 clusters Score -155740.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -155873.218750 Penalty: 731.416443
	Iteration 6Q: 3 clusters Score -155873.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -156018.015625 Penalty: 731.416443
	Iteration 7F: 3 clusters Score -156018 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -156128.140625 Penalty: 731.416443
	Iteration 8Q: 3 clusters Score -156128.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -156239.531250 Penalty: 731.416443
	Iteration 9Q: 3 clusters Score -156239.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -156314.968750 Penalty: 731.416443
	Iteration 10Q: 3 clusters Score -156315 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -156357.828125 Penalty: 731.416443
	Iteration 11Q: 3 clusters Score -156357.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -156391.953125 Penalty: 731.416443
	Iteration 12Q: 3 clusters Score -156392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -156417.593750 Penalty: 731.416443
	Iteration 13Q: 3 clusters Score -156417.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -156441.140625 Penalty: 731.416443
	Iteration 14Q: 3 clusters Score -156441.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -156458.640625 Penalty: 731.416443
	Iteration 15Q: 3 clusters Score -156458.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -156472.093750 Penalty: 731.416443
	Iteration 16Q: 3 clusters Score -156472.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -156479.421875 Penalty: 731.416443
	Iteration 17Q: 3 clusters Score -156479.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -156486.312500 Penalty: 731.416443
	Iteration 18Q: 3 clusters Score -156486.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -156490.203125 Penalty: 731.416443
	Iteration 19Q: 3 clusters Score -156490.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -156494.984375 Penalty: 731.416443
	Iteration 20F: 3 clusters Score -156495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -156500.406250 Penalty: 731.416443
	Iteration 21Q: 3 clusters Score -156500.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -156506.734375 Penalty: 731.416443
	Iteration 22Q: 3 clusters Score -156506.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -156512.562500 Penalty: 731.416443
	Iteration 23Q: 3 clusters Score -156512.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -156516.875000 Penalty: 731.416443
	Iteration 24Q: 3 clusters Score -156516.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -156519.562500 Penalty: 731.416443
	Iteration 25Q: 3 clusters Score -156519.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -156522.390625 Penalty: 731.416443
	Iteration 26Q: 3 clusters Score -156522.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -156525.875000 Penalty: 731.416443
	Iteration 27Q: 3 clusters Score -156525.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -156532.296875 Penalty: 731.416443
	Iteration 28Q: 3 clusters Score -156532.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -156536.046875 Penalty: 731.416443
	Iteration 29Q: 3 clusters Score -156536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -156539.296875 Penalty: 731.416443
	Iteration 30Q: 3 clusters Score -156539.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -156542.453125 Penalty: 731.416443
	Iteration 31Q: 3 clusters Score -156542.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -156543.796875 Penalty: 731.416443
	Iteration 32Q: 3 clusters Score -156543.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -156545.187500 Penalty: 731.416443
	Iteration 33Q: 3 clusters Score -156545.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -156546.375000 Penalty: 731.416443
	Iteration 34Q: 3 clusters Score -156546.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -156546.890625 Penalty: 731.416443
	Iteration 35Q: 3 clusters Score -156546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -156547.234375 Penalty: 731.416443
	Iteration 36Q: 3 clusters Score -156547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -156547.203125 Penalty: 731.416443
	Iteration 37Q: 3 clusters Score -156547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -156547.187500 Penalty: 731.416443
	Iteration 38Q: 3 clusters Score -156547.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -156547.187500 Penalty: 731.416443
	Iteration 39F: 3 clusters Score -156547.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Entering Unmasked Estep 
Score: -378757.343750 Penalty: 403.774658
	Iteration 0F: 2 clusters Score -378757.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -374003.406250 Penalty: 807.549316
	Iteration 0F: 3 clusters Score -374003.4 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -375908.593750 Penalty: 807.549316
	Iteration 1F: 3 clusters Score -375908.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -376139.812500 Penalty: 807.549316
	Iteration 2F: 3 clusters Score -376139.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -376470.531250 Penalty: 807.549316
	Iteration 3F: 3 clusters Score -376470.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -376900.406250 Penalty: 807.549316
	Iteration 4F: 3 clusters Score -376900.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -377329.781250 Penalty: 807.549316
	Iteration 5F: 3 clusters Score -377329.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -377578.437500 Penalty: 807.549316
	Iteration 6F: 3 clusters Score -377578.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -377704.218750 Penalty: 807.549316
	Iteration 7Q: 3 clusters Score -377704.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -377788.500000 Penalty: 807.549316
	Iteration 8Q: 3 clusters Score -377788.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -377874.187500 Penalty: 807.549316
	Iteration 9Q: 3 clusters Score -377874.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -377948.406250 Penalty: 807.549316
	Iteration 10Q: 3 clusters Score -377948.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -378019.937500 Penalty: 807.549316
	Iteration 11Q: 3 clusters Score -378019.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -378089.375000 Penalty: 807.549316
	Iteration 12Q: 3 clusters Score -378089.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -378163.687500 Penalty: 807.549316
	Iteration 13Q: 3 clusters Score -378163.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -378237.437500 Penalty: 807.549316
	Iteration 14Q: 3 clusters Score -378237.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -378301.812500 Penalty: 807.549316
	Iteration 15Q: 3 clusters Score -378301.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -378353.093750 Penalty: 807.549316
	Iteration 16Q: 3 clusters Score -378353.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -378391.875000 Penalty: 807.549316
	Iteration 17Q: 3 clusters Score -378391.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -378420.000000 Penalty: 807.549316
	Iteration 18Q: 3 clusters Score -378420 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -378441.156250 Penalty: 807.549316
	Iteration 19Q: 3 clusters Score -378441.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -378457.937500 Penalty: 807.549316
	Iteration 20F: 3 clusters Score -378457.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -378469.531250 Penalty: 807.549316
	Iteration 21Q: 3 clusters Score -378469.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -378474.281250 Penalty: 807.549316
	Iteration 22Q: 3 clusters Score -378474.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -378477.625000 Penalty: 807.549316
	Iteration 23Q: 3 clusters Score -378477.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -378479.718750 Penalty: 807.549316
	Iteration 24Q: 3 clusters Score -378479.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -378481.437500 Penalty: 807.549316
	Iteration 25Q: 3 clusters Score -378481.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -378482.468750 Penalty: 807.549316
	Iteration 26Q: 3 clusters Score -378482.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -378483.343750 Penalty: 807.549316
	Iteration 27Q: 3 clusters Score -378483.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -378484.000000 Penalty: 807.549316
	Iteration 28Q: 3 clusters Score -378484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -378484.718750 Penalty: 807.549316
	Iteration 29Q: 3 clusters Score -378484.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -378484.500000 Penalty: 807.549316
	Iteration 30Q: 3 clusters Score -378484.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -378484.500000 Penalty: 807.549316
	Iteration 31Q: 3 clusters Score -378484.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -378484.343750 Penalty: 807.549316
	Iteration 32Q: 3 clusters Score -378484.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -378485.437500 Penalty: 807.549316
	Iteration 33Q: 3 clusters Score -378485.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -378485.875000 Penalty: 807.549316
	Iteration 34Q: 3 clusters Score -378485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -378485.875000 Penalty: 807.549316
	Iteration 35F: 3 clusters Score -378485.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3702.421143 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3702.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3515.905518 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3515.906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3538.720459 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3538.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3546.392334 Penalty: 389.176636
	Iteration 2F: 3 clusters Score -3546.392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3552.413330 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -3552.413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3553.755371 Penalty: 389.176636
	Iteration 4Q: 3 clusters Score -3553.755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3553.755371 Penalty: 389.176636
	Iteration 5F: 3 clusters Score -3553.755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -11627.037109 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -11627.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11295.179688 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -11295.18 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11399.470703 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -11399.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11453.209961 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -11453.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11482.029297 Penalty: 508.439636
	Iteration 3F: 3 clusters Score -11482.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11489.445312 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -11489.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11497.445312 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -11497.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11505.977539 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -11505.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11511.588867 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -11511.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11512.934570 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -11512.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11514.563477 Penalty: 508.439636
	Iteration 9Q: 3 clusters Score -11514.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11515.740234 Penalty: 508.439636
	Iteration 10Q: 3 clusters Score -11515.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11517.134766 Penalty: 508.439636
	Iteration 11Q: 3 clusters Score -11517.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11518.167969 Penalty: 508.439636
	Iteration 12Q: 3 clusters Score -11518.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11518.167969 Penalty: 508.439636
	Iteration 13F: 3 clusters Score -11518.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Entering Unmasked Estep 
Score: -196530.703125 Penalty: 375.840637
	Iteration 0F: 2 clusters Score -196530.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -193883.375000 Penalty: 751.681274
	Iteration 0F: 3 clusters Score -193883.4 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -194864.234375 Penalty: 751.681274
	Iteration 1F: 3 clusters Score -194864.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -194980.640625 Penalty: 751.681274
	Iteration 2F: 3 clusters Score -194980.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -195089.796875 Penalty: 751.681274
	Iteration 3F: 3 clusters Score -195089.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -195209.828125 Penalty: 751.681274
	Iteration 4F: 3 clusters Score -195209.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -195359.375000 Penalty: 751.681274
	Iteration 5F: 3 clusters Score -195359.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -195534.625000 Penalty: 751.681274
	Iteration 6F: 3 clusters Score -195534.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -195712.140625 Penalty: 751.681274
	Iteration 7F: 3 clusters Score -195712.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -195858.312500 Penalty: 751.681274
	Iteration 8Q: 3 clusters Score -195858.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -195946.718750 Penalty: 751.681274
	Iteration 9Q: 3 clusters Score -195946.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -196004.359375 Penalty: 751.681274
	Iteration 10Q: 3 clusters Score -196004.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -196045.000000 Penalty: 751.681274
	Iteration 11Q: 3 clusters Score -196045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -196079.937500 Penalty: 751.681274
	Iteration 12Q: 3 clusters Score -196079.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -196106.187500 Penalty: 751.681274
	Iteration 13Q: 3 clusters Score -196106.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -196125.875000 Penalty: 751.681274
	Iteration 14Q: 3 clusters Score -196125.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -196140.203125 Penalty: 751.681274
	Iteration 15Q: 3 clusters Score -196140.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -196155.171875 Penalty: 751.681274
	Iteration 16Q: 3 clusters Score -196155.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -196171.984375 Penalty: 751.681274
	Iteration 17Q: 3 clusters Score -196172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -196183.171875 Penalty: 751.681274
	Iteration 18Q: 3 clusters Score -196183.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -196191.234375 Penalty: 751.681274
	Iteration 19Q: 3 clusters Score -196191.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -196198.140625 Penalty: 751.681274
	Iteration 20F: 3 clusters Score -196198.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -196201.703125 Penalty: 751.681274
	Iteration 21Q: 3 clusters Score -196201.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -196205.468750 Penalty: 751.681274
	Iteration 22Q: 3 clusters Score -196205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -196206.843750 Penalty: 751.681274
	Iteration 23Q: 3 clusters Score -196206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -196206.843750 Penalty: 751.681274
	Iteration 24F: 3 clusters Score -196206.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Entering Unmasked Estep 
Score: -2390627.750000 Penalty: 486.692902
	Iteration 0F: 2 clusters Score -2390628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2361054.000000 Penalty: 973.385803
	Iteration 0F: 3 clusters Score -2361054 nChanged 21386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2373997.750000 Penalty: 973.385803
	Iteration 1F: 3 clusters Score -2373998 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -2374611.000000 Penalty: 973.385803
	Iteration 2Q: 3 clusters Score -2374611 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -2375572.500000 Penalty: 973.385803
	Iteration 3Q: 3 clusters Score -2375572 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -2377062.750000 Penalty: 973.385803
	Iteration 4F: 3 clusters Score -2377063 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -2379566.250000 Penalty: 973.385803
	Iteration 5F: 3 clusters Score -2379566 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -2382647.000000 Penalty: 973.385803
	Iteration 6F: 3 clusters Score -2382647 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -2384852.500000 Penalty: 973.385803
	Iteration 7F: 3 clusters Score -2384852 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -2385793.750000 Penalty: 973.385803
	Iteration 8Q: 3 clusters Score -2385794 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -2386272.500000 Penalty: 973.385803
	Iteration 9Q: 3 clusters Score -2386272 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -2386692.000000 Penalty: 973.385803
	Iteration 10Q: 3 clusters Score -2386692 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -2387129.500000 Penalty: 973.385803
	Iteration 11Q: 3 clusters Score -2387130 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -2387542.000000 Penalty: 973.385803
	Iteration 12Q: 3 clusters Score -2387542 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -2387852.000000 Penalty: 973.385803
	Iteration 13Q: 3 clusters Score -2387852 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -2388055.750000 Penalty: 973.385803
	Iteration 14Q: 3 clusters Score -2388056 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -2388197.500000 Penalty: 973.385803
	Iteration 15Q: 3 clusters Score -2388198 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -2388288.750000 Penalty: 973.385803
	Iteration 16Q: 3 clusters Score -2388289 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -2388350.250000 Penalty: 973.385803
	Iteration 17Q: 3 clusters Score -2388350 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -2388405.250000 Penalty: 973.385803
	Iteration 18Q: 3 clusters Score -2388405 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -2388424.000000 Penalty: 973.385803
	Iteration 19Q: 3 clusters Score -2388424 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -2388448.750000 Penalty: 973.385803
	Iteration 20F: 3 clusters Score -2388449 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -2388456.250000 Penalty: 973.385803
	Iteration 21Q: 3 clusters Score -2388456 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -2388470.750000 Penalty: 973.385803
	Iteration 22Q: 3 clusters Score -2388471 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -2388471.500000 Penalty: 973.385803
	Iteration 23Q: 3 clusters Score -2388472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -2388484.500000 Penalty: 973.385803
	Iteration 24Q: 3 clusters Score -2388484 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -2388485.750000 Penalty: 973.385803
	Iteration 25Q: 3 clusters Score -2388486 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -2388497.750000 Penalty: 973.385803
	Iteration 26Q: 3 clusters Score -2388498 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -2388506.500000 Penalty: 973.385803
	Iteration 27Q: 3 clusters Score -2388506 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -2388518.250000 Penalty: 973.385803
	Iteration 28Q: 3 clusters Score -2388518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -2388517.250000 Penalty: 973.385803
	Iteration 29Q: 3 clusters Score -2388517 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -2388516.500000 Penalty: 973.385803
	Iteration 30Q: 3 clusters Score -2388516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -2388521.250000 Penalty: 973.385803
	Iteration 31Q: 3 clusters Score -2388521 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -2388525.000000 Penalty: 973.385803
	Iteration 32Q: 3 clusters Score -2388525 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -2388530.750000 Penalty: 973.385803
	Iteration 33Q: 3 clusters Score -2388531 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -2388534.250000 Penalty: 973.385803
	Iteration 34Q: 3 clusters Score -2388534 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -2388535.250000 Penalty: 973.385803
	Iteration 35Q: 3 clusters Score -2388535 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -2388549.500000 Penalty: 973.385803
	Iteration 36Q: 3 clusters Score -2388550 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -2388553.000000 Penalty: 973.385803
	Iteration 37Q: 3 clusters Score -2388553 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -2388557.500000 Penalty: 973.385803
	Iteration 38Q: 3 clusters Score -2388558 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -2388563.500000 Penalty: 973.385803
	Iteration 39Q: 3 clusters Score -2388564 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -2388562.750000 Penalty: 973.385803
	Iteration 40F: 3 clusters Score -2388563 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -2388565.500000 Penalty: 973.385803
	Iteration 41Q: 3 clusters Score -2388566 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -2388564.250000 Penalty: 973.385803
	Iteration 42Q: 3 clusters Score -2388564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2388581.000000 Penalty: 973.385803
	Iteration 43Q: 3 clusters Score -2388581 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2388589.500000 Penalty: 973.385803
	Iteration 44Q: 3 clusters Score -2388590 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -2388586.000000 Penalty: 973.385803
	Iteration 45Q: 3 clusters Score -2388586 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -2388590.250000 Penalty: 973.385803
	Iteration 46Q: 3 clusters Score -2388590 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -2388594.500000 Penalty: 973.385803
	Iteration 47Q: 3 clusters Score -2388594 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2388602.250000 Penalty: 973.385803
	Iteration 48Q: 3 clusters Score -2388602 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2388616.000000 Penalty: 973.385803
	Iteration 49Q: 3 clusters Score -2388616 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -2388622.750000 Penalty: 973.385803
	Iteration 50Q: 3 clusters Score -2388623 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -2388626.500000 Penalty: 973.385803
	Iteration 51Q: 3 clusters Score -2388626 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -2388638.500000 Penalty: 973.385803
	Iteration 52Q: 3 clusters Score -2388638 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2388646.250000 Penalty: 973.385803
	Iteration 53Q: 3 clusters Score -2388646 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2388644.500000 Penalty: 973.385803
	Iteration 54Q: 3 clusters Score -2388644 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -2388653.000000 Penalty: 973.385803
	Iteration 55Q: 3 clusters Score -2388653 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -2388659.000000 Penalty: 973.385803
	Iteration 56Q: 3 clusters Score -2388659 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -2388665.000000 Penalty: 973.385803
	Iteration 57Q: 3 clusters Score -2388665 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2388671.000000 Penalty: 973.385803
	Iteration 58Q: 3 clusters Score -2388671 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -2388676.250000 Penalty: 973.385803
	Iteration 59Q: 3 clusters Score -2388676 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2388677.750000 Penalty: 973.385803
	Iteration 60F: 3 clusters Score -2388678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2388680.000000 Penalty: 973.385803
	Iteration 61Q: 3 clusters Score -2388680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2388684.250000 Penalty: 973.385803
	Iteration 62Q: 3 clusters Score -2388684 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2388683.750000 Penalty: 973.385803
	Iteration 63Q: 3 clusters Score -2388684 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2388680.500000 Penalty: 973.385803
	Iteration 64Q: 3 clusters Score -2388680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2388679.750000 Penalty: 973.385803
	Iteration 65Q: 3 clusters Score -2388680 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2388686.500000 Penalty: 973.385803
	Iteration 66Q: 3 clusters Score -2388686 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2388687.500000 Penalty: 973.385803
	Iteration 67Q: 3 clusters Score -2388688 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2388698.500000 Penalty: 973.385803
	Iteration 68Q: 3 clusters Score -2388698 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2388707.000000 Penalty: 973.385803
	Iteration 69Q: 3 clusters Score -2388707 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2388726.500000 Penalty: 973.385803
	Iteration 70Q: 3 clusters Score -2388726 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2388732.000000 Penalty: 973.385803
	Iteration 71Q: 3 clusters Score -2388732 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2388739.500000 Penalty: 973.385803
	Iteration 72Q: 3 clusters Score -2388740 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2388740.000000 Penalty: 973.385803
	Iteration 73Q: 3 clusters Score -2388740 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2388751.000000 Penalty: 973.385803
	Iteration 74Q: 3 clusters Score -2388751 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2388769.250000 Penalty: 973.385803
	Iteration 75Q: 3 clusters Score -2388769 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2388781.000000 Penalty: 973.385803
	Iteration 76Q: 3 clusters Score -2388781 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2388787.250000 Penalty: 973.385803
	Iteration 77Q: 3 clusters Score -2388787 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2388795.500000 Penalty: 973.385803
	Iteration 78Q: 3 clusters Score -2388796 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2388818.000000 Penalty: 973.385803
	Iteration 79Q: 3 clusters Score -2388818 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2388824.750000 Penalty: 973.385803
	Iteration 80F: 3 clusters Score -2388825 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2388833.000000 Penalty: 973.385803
	Iteration 81Q: 3 clusters Score -2388833 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2388839.750000 Penalty: 973.385803
	Iteration 82Q: 3 clusters Score -2388840 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2388845.000000 Penalty: 973.385803
	Iteration 83Q: 3 clusters Score -2388845 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2388853.000000 Penalty: 973.385803
	Iteration 84Q: 3 clusters Score -2388853 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2388856.750000 Penalty: 973.385803
	Iteration 85Q: 3 clusters Score -2388857 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2388865.250000 Penalty: 973.385803
	Iteration 86Q: 3 clusters Score -2388865 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2388878.250000 Penalty: 973.385803
	Iteration 87Q: 3 clusters Score -2388878 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2388882.750000 Penalty: 973.385803
	Iteration 88Q: 3 clusters Score -2388883 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2388887.000000 Penalty: 973.385803
	Iteration 89Q: 3 clusters Score -2388887 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2388893.250000 Penalty: 973.385803
	Iteration 90Q: 3 clusters Score -2388893 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2388898.500000 Penalty: 973.385803
	Iteration 91Q: 3 clusters Score -2388898 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2388910.250000 Penalty: 973.385803
	Iteration 92Q: 3 clusters Score -2388910 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2388918.250000 Penalty: 973.385803
	Iteration 93Q: 3 clusters Score -2388918 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2388936.250000 Penalty: 973.385803
	Iteration 94Q: 3 clusters Score -2388936 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2388945.500000 Penalty: 973.385803
	Iteration 95Q: 3 clusters Score -2388946 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2388948.250000 Penalty: 973.385803
	Iteration 96Q: 3 clusters Score -2388948 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2388957.750000 Penalty: 973.385803
	Iteration 97Q: 3 clusters Score -2388958 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2388976.000000 Penalty: 973.385803
	Iteration 98Q: 3 clusters Score -2388976 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2388982.250000 Penalty: 973.385803
	Iteration 99Q: 3 clusters Score -2388982 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2388989.000000 Penalty: 973.385803
	Iteration 100F: 3 clusters Score -2388989 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2388991.500000 Penalty: 973.385803
	Iteration 101Q: 3 clusters Score -2388992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2388996.500000 Penalty: 973.385803
	Iteration 102Q: 3 clusters Score -2388996 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2389002.000000 Penalty: 973.385803
	Iteration 103Q: 3 clusters Score -2389002 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2389006.500000 Penalty: 973.385803
	Iteration 104Q: 3 clusters Score -2389006 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2389016.250000 Penalty: 973.385803
	Iteration 105Q: 3 clusters Score -2389016 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2389027.250000 Penalty: 973.385803
	Iteration 106Q: 3 clusters Score -2389027 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2389039.250000 Penalty: 973.385803
	Iteration 107Q: 3 clusters Score -2389039 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2389058.000000 Penalty: 973.385803
	Iteration 108Q: 3 clusters Score -2389058 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2389073.000000 Penalty: 973.385803
	Iteration 109Q: 3 clusters Score -2389073 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2389068.750000 Penalty: 973.385803
	Iteration 110Q: 3 clusters Score -2389069 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2389077.500000 Penalty: 973.385803
	Iteration 111Q: 3 clusters Score -2389078 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2389094.500000 Penalty: 973.385803
	Iteration 112Q: 3 clusters Score -2389094 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2389111.000000 Penalty: 973.385803
	Iteration 113Q: 3 clusters Score -2389111 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2389118.000000 Penalty: 973.385803
	Iteration 114Q: 3 clusters Score -2389118 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2389118.250000 Penalty: 973.385803
	Iteration 115Q: 3 clusters Score -2389118 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2389128.250000 Penalty: 973.385803
	Iteration 116Q: 3 clusters Score -2389128 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2389133.250000 Penalty: 973.385803
	Iteration 117Q: 3 clusters Score -2389133 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2389131.750000 Penalty: 973.385803
	Iteration 118Q: 3 clusters Score -2389132 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2389133.000000 Penalty: 973.385803
	Iteration 119Q: 3 clusters Score -2389133 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2389131.500000 Penalty: 973.385803
	Iteration 120F: 3 clusters Score -2389132 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2389140.750000 Penalty: 973.385803
	Iteration 121Q: 3 clusters Score -2389141 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2389142.000000 Penalty: 973.385803
	Iteration 122Q: 3 clusters Score -2389142 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2389157.250000 Penalty: 973.385803
	Iteration 123Q: 3 clusters Score -2389157 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2389158.250000 Penalty: 973.385803
	Iteration 124Q: 3 clusters Score -2389158 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2389176.000000 Penalty: 973.385803
	Iteration 125Q: 3 clusters Score -2389176 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2389188.250000 Penalty: 973.385803
	Iteration 126Q: 3 clusters Score -2389188 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2389196.500000 Penalty: 973.385803
	Iteration 127Q: 3 clusters Score -2389196 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2389207.000000 Penalty: 973.385803
	Iteration 128Q: 3 clusters Score -2389207 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2389223.000000 Penalty: 973.385803
	Iteration 129Q: 3 clusters Score -2389223 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2389225.500000 Penalty: 973.385803
	Iteration 130Q: 3 clusters Score -2389226 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2389249.000000 Penalty: 973.385803
	Iteration 131Q: 3 clusters Score -2389249 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2389262.250000 Penalty: 973.385803
	Iteration 132Q: 3 clusters Score -2389262 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2389282.000000 Penalty: 973.385803
	Iteration 133Q: 3 clusters Score -2389282 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2389298.000000 Penalty: 973.385803
	Iteration 134Q: 3 clusters Score -2389298 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2389313.250000 Penalty: 973.385803
	Iteration 135Q: 3 clusters Score -2389313 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2389330.750000 Penalty: 973.385803
	Iteration 136Q: 3 clusters Score -2389331 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2389340.000000 Penalty: 973.385803
	Iteration 137Q: 3 clusters Score -2389340 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2389347.750000 Penalty: 973.385803
	Iteration 138Q: 3 clusters Score -2389348 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2389369.000000 Penalty: 973.385803
	Iteration 139Q: 3 clusters Score -2389369 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2389383.000000 Penalty: 973.385803
	Iteration 140F: 3 clusters Score -2389383 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2389406.500000 Penalty: 973.385803
	Iteration 141Q: 3 clusters Score -2389406 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2389438.750000 Penalty: 973.385803
	Iteration 142Q: 3 clusters Score -2389439 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2389462.000000 Penalty: 973.385803
	Iteration 143Q: 3 clusters Score -2389462 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2389475.750000 Penalty: 973.385803
	Iteration 144Q: 3 clusters Score -2389476 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2389486.750000 Penalty: 973.385803
	Iteration 145Q: 3 clusters Score -2389487 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2389491.000000 Penalty: 973.385803
	Iteration 146Q: 3 clusters Score -2389491 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2389511.500000 Penalty: 973.385803
	Iteration 147Q: 3 clusters Score -2389512 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2389532 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2389538 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2389547 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2389568 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2389573 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2389579 nChanged 119
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Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2389603 nChanged 123
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Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2389612 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2389620.250000 Penalty: 973.385803
	Iteration 156Q: 3 clusters Score -2389620 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2389625 nChanged 118
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Mstep: Class 1 contains 33581 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2389634 nChanged 127
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Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2389649 nChanged 124
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Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2389660.000000 Penalty: 973.385803
	Iteration 160F: 3 clusters Score -2389660 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33961 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2389679 nChanged 120
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Mstep: Class 1 contains 34081 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2389688 nChanged 121
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Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 10001 members 
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	Iteration 163Q: 3 clusters Score -2389694 nChanged 115
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Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2389713 nChanged 100
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Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2389708 nChanged 104
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Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2389729 nChanged 93
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Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2389729 nChanged 103
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Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2389744 nChanged 119
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Mstep: Class 1 contains 34836 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2389756 nChanged 123
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Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2389771 nChanged 114
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Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2389786 nChanged 129
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2389794 nChanged 104
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Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2389799 nChanged 99
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Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2389812 nChanged 106
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2389832 nChanged 111
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Mstep: Class 1 contains 35622 members 
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	Iteration 176Q: 3 clusters Score -2389836 nChanged 101
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Mstep: Class 1 contains 35723 members 
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	Iteration 177Q: 3 clusters Score -2389847 nChanged 88
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Mstep: Class 1 contains 35811 members 
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	Iteration 178Q: 3 clusters Score -2389851 nChanged 92
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	Iteration 179Q: 3 clusters Score -2389855 nChanged 88
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Mstep: Class 1 contains 35991 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2389868 nChanged 91
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2389879 nChanged 80
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Mstep: Class 1 contains 36162 members 
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	Iteration 182Q: 3 clusters Score -2389885 nChanged 66
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2389885 nChanged 79
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Mstep: Class 1 contains 36307 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2389886 nChanged 69
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Mstep: Class 1 contains 36376 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2389896 nChanged 72
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Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2389896 nChanged 68
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Mstep: Class 1 contains 36516 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2389894 nChanged 71
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Mstep: Class 1 contains 36587 members 
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	Iteration 188Q: 3 clusters Score -2389901 nChanged 65
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	Iteration 189Q: 3 clusters Score -2389908 nChanged 65
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Mstep: Class 1 contains 36717 members 
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	Iteration 190Q: 3 clusters Score -2389914 nChanged 52
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Mstep: Class 1 contains 36769 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2389918 nChanged 55
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Mstep: Class 1 contains 36824 members 
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Entering Unmasked Estep 
Score: -2389922.000000 Penalty: 973.385803
	Iteration 192Q: 3 clusters Score -2389922 nChanged 53
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Mstep: Class 1 contains 36877 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2389929 nChanged 44
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Mstep: Class 1 contains 36921 members 
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	Iteration 194Q: 3 clusters Score -2389928 nChanged 40
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Mstep: Class 1 contains 36961 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2389929 nChanged 36
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Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2389930 nChanged 40
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Mstep: Class 1 contains 37037 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2389933 nChanged 33
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Mstep: Class 1 contains 37070 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2389935 nChanged 35
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Mstep: Class 1 contains 37105 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2389932 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2389925.750000 Penalty: 973.385803
	Iteration 200F: 3 clusters Score -2389926 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37155 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2389932 nChanged 28
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Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2389934 nChanged 25
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Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2389932 nChanged 35
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Mstep: Class 1 contains 37243 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2389936 nChanged 38
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Mstep: Class 1 contains 37281 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2389944 nChanged 24
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2389954 nChanged 35
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Mstep: Class 1 contains 37340 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2389946 nChanged 42
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Mstep: Class 1 contains 37382 members 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2389947 nChanged 47
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2389952 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37479 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2389960 nChanged 45
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Mstep: Class 1 contains 37524 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2389961 nChanged 61
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Mstep: Class 1 contains 37585 members 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2389964 nChanged 49
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2389966 nChanged 43
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	Iteration 214Q: 3 clusters Score -2389965 nChanged 50
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2389969 nChanged 47
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	Iteration 216Q: 3 clusters Score -2389964 nChanged 44
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2389965 nChanged 39
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2389974 nChanged 28
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	Iteration 219Q: 3 clusters Score -2389976 nChanged 29
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -2389987 nChanged 39
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Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2389990.000000 Penalty: 973.385803
	Iteration 221Q: 3 clusters Score -2389990 nChanged 31
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	Iteration 222Q: 3 clusters Score -2389987 nChanged 28
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2389993 nChanged 31
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	Iteration 224Q: 3 clusters Score -2389991 nChanged 31
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	Iteration 225Q: 3 clusters Score -2389993 nChanged 44
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	Iteration 226Q: 3 clusters Score -2389997 nChanged 41
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	Iteration 227Q: 3 clusters Score -2390000 nChanged 31
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2390004 nChanged 47
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Entering Unmasked Estep 
Score: -2390005.500000 Penalty: 973.385803
	Iteration 229Q: 3 clusters Score -2390006 nChanged 42
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Score: -2390013.750000 Penalty: 973.385803
	Iteration 230Q: 3 clusters Score -2390014 nChanged 42
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Entering Unmasked Estep 
Score: -2390012.250000 Penalty: 973.385803
	Iteration 231Q: 3 clusters Score -2390012 nChanged 40
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Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2390009.500000 Penalty: 973.385803
	Iteration 232Q: 3 clusters Score -2390010 nChanged 35
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -2390014 nChanged 36
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Entering Unmasked Estep 
Score: -2390016.000000 Penalty: 973.385803
	Iteration 234Q: 3 clusters Score -2390016 nChanged 33
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -2390016 nChanged 30
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Entering Unmasked Estep 
Score: -2390011.750000 Penalty: 973.385803
	Iteration 236Q: 3 clusters Score -2390012 nChanged 28
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	Iteration 237Q: 3 clusters Score -2390008 nChanged 20
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Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -2390013 nChanged 24
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Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -2390012 nChanged 22
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Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -2390012 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2390014.500000 Penalty: 973.385803
	Iteration 241Q: 3 clusters Score -2390014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2390012.000000 Penalty: 973.385803
	Iteration 242Q: 3 clusters Score -2390012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2390013.250000 Penalty: 973.385803
	Iteration 243Q: 3 clusters Score -2390013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2390011.250000 Penalty: 973.385803
	Iteration 244Q: 3 clusters Score -2390011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2390008.000000 Penalty: 973.385803
	Iteration 245Q: 3 clusters Score -2390008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2390008.000000 Penalty: 973.385803
	Iteration 246Q: 3 clusters Score -2390008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2390008.750000 Penalty: 973.385803
	Iteration 247Q: 3 clusters Score -2390009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2390009.250000 Penalty: 973.385803
	Iteration 248Q: 3 clusters Score -2390009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2390010.500000 Penalty: 973.385803
	Iteration 249Q: 3 clusters Score -2390010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2390010.000000 Penalty: 973.385803
	Iteration 250Q: 3 clusters Score -2390010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2390010.000000 Penalty: 973.385803
	Iteration 251F: 3 clusters Score -2390010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -28431.359375 Penalty: 288.646576
	Iteration 0F: 2 clusters Score -28431.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27922.765625 Penalty: 577.293152
	Iteration 0F: 3 clusters Score -27922.77 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28047.929688 Penalty: 577.293152
	Iteration 1F: 3 clusters Score -28047.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -28067.083984 Penalty: 577.293152
	Iteration 2F: 3 clusters Score -28067.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -28071.693359 Penalty: 577.293152
	Iteration 3Q: 3 clusters Score -28071.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28074.498047 Penalty: 577.293152
	Iteration 4Q: 3 clusters Score -28074.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -28075.291016 Penalty: 577.293152
	Iteration 5Q: 3 clusters Score -28075.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -28076.134766 Penalty: 577.293152
	Iteration 6Q: 3 clusters Score -28076.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -28076.244141 Penalty: 577.293152
	Iteration 7Q: 3 clusters Score -28076.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -28076.244141 Penalty: 577.293152
	Iteration 8F: 3 clusters Score -28076.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -27000.210938 Penalty: 284.285950
	Iteration 0F: 2 clusters Score -27000.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26501.287109 Penalty: 568.571899
	Iteration 0F: 3 clusters Score -26501.29 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26639.416016 Penalty: 568.571899
	Iteration 1F: 3 clusters Score -26639.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26669.263672 Penalty: 568.571899
	Iteration 2F: 3 clusters Score -26669.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26681.035156 Penalty: 568.571899
	Iteration 3Q: 3 clusters Score -26681.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26691.000000 Penalty: 568.571899
	Iteration 4Q: 3 clusters Score -26691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26697.472656 Penalty: 568.571899
	Iteration 5Q: 3 clusters Score -26697.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26704.068359 Penalty: 568.571899
	Iteration 6Q: 3 clusters Score -26704.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26707.542969 Penalty: 568.571899
	Iteration 7Q: 3 clusters Score -26707.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26710.914062 Penalty: 568.571899
	Iteration 8Q: 3 clusters Score -26710.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -26712.304688 Penalty: 568.571899
	Iteration 9Q: 3 clusters Score -26712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26713.029297 Penalty: 568.571899
	Iteration 10Q: 3 clusters Score -26713.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -26713.335938 Penalty: 568.571899
	Iteration 11Q: 3 clusters Score -26713.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26713.564453 Penalty: 568.571899
	Iteration 12Q: 3 clusters Score -26713.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26713.564453 Penalty: 568.571899
	Iteration 13F: 3 clusters Score -26713.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -73804.671875 Penalty: 328.659943
	Iteration 0F: 2 clusters Score -73804.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -72807.710938 Penalty: 657.319885
	Iteration 0F: 3 clusters Score -72807.71 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -73162.492188 Penalty: 657.319885
	Iteration 1F: 3 clusters Score -73162.49 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -73226.054688 Penalty: 657.319885
	Iteration 2F: 3 clusters Score -73226.05 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -73275.851562 Penalty: 657.319885
	Iteration 3F: 3 clusters Score -73275.85 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -73343.367188 Penalty: 657.319885
	Iteration 4F: 3 clusters Score -73343.37 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -73441.976562 Penalty: 657.319885
	Iteration 5F: 3 clusters Score -73441.98 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -73536.296875 Penalty: 657.319885
	Iteration 6F: 3 clusters Score -73536.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -73600.304688 Penalty: 657.319885
	Iteration 7F: 3 clusters Score -73600.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -73666.250000 Penalty: 657.319885
	Iteration 8Q: 3 clusters Score -73666.25 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -73707.359375 Penalty: 657.319885
	Iteration 9Q: 3 clusters Score -73707.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -73720.632812 Penalty: 657.319885
	Iteration 10Q: 3 clusters Score -73720.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -73727.031250 Penalty: 657.319885
	Iteration 11Q: 3 clusters Score -73727.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -73730.726562 Penalty: 657.319885
	Iteration 12Q: 3 clusters Score -73730.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73731.460938 Penalty: 657.319885
	Iteration 13Q: 3 clusters Score -73731.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73732.343750 Penalty: 657.319885
	Iteration 14Q: 3 clusters Score -73732.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -73732.882812 Penalty: 657.319885
	Iteration 15Q: 3 clusters Score -73732.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -73732.992188 Penalty: 657.319885
	Iteration 16Q: 3 clusters Score -73732.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -73733.171875 Penalty: 657.319885
	Iteration 17Q: 3 clusters Score -73733.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73733.710938 Penalty: 657.319885
	Iteration 18Q: 3 clusters Score -73733.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -73734.609375 Penalty: 657.319885
	Iteration 19Q: 3 clusters Score -73734.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73734.671875 Penalty: 657.319885
	Iteration 20F: 3 clusters Score -73734.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Entering Unmasked Estep 
Score: -726769.000000 Penalty: 432.735352
	Iteration 0F: 2 clusters Score -726769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -717725.875000 Penalty: 865.470703
	Iteration 0F: 3 clusters Score -717725.9 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -721524.562500 Penalty: 865.470703
	Iteration 1F: 3 clusters Score -721524.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -721783.500000 Penalty: 865.470703
	Iteration 2Q: 3 clusters Score -721783.5 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -722151.000000 Penalty: 865.470703
	Iteration 3F: 3 clusters Score -722151 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -722668.250000 Penalty: 865.470703
	Iteration 4F: 3 clusters Score -722668.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -723354.000000 Penalty: 865.470703
	Iteration 5F: 3 clusters Score -723354 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -724143.187500 Penalty: 865.470703
	Iteration 6F: 3 clusters Score -724143.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -724794.375000 Penalty: 865.470703
	Iteration 7F: 3 clusters Score -724794.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -725104.312500 Penalty: 865.470703
	Iteration 8Q: 3 clusters Score -725104.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -725310.875000 Penalty: 865.470703
	Iteration 9Q: 3 clusters Score -725310.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -725529.812500 Penalty: 865.470703
	Iteration 10Q: 3 clusters Score -725529.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -725715.250000 Penalty: 865.470703
	Iteration 11Q: 3 clusters Score -725715.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -725913.625000 Penalty: 865.470703
	Iteration 12Q: 3 clusters Score -725913.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -726065.187500 Penalty: 865.470703
	Iteration 13Q: 3 clusters Score -726065.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -726171.000000 Penalty: 865.470703
	Iteration 14Q: 3 clusters Score -726171 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -726257.000000 Penalty: 865.470703
	Iteration 15Q: 3 clusters Score -726257 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -726313.062500 Penalty: 865.470703
	Iteration 16Q: 3 clusters Score -726313.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -726348.750000 Penalty: 865.470703
	Iteration 17Q: 3 clusters Score -726348.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -726369.312500 Penalty: 865.470703
	Iteration 18Q: 3 clusters Score -726369.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -726379.125000 Penalty: 865.470703
	Iteration 19Q: 3 clusters Score -726379.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -726388.750000 Penalty: 865.470703
	Iteration 20F: 3 clusters Score -726388.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -726393.000000 Penalty: 865.470703
	Iteration 21Q: 3 clusters Score -726393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -726396.750000 Penalty: 865.470703
	Iteration 22Q: 3 clusters Score -726396.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -726398.562500 Penalty: 865.470703
	Iteration 23Q: 3 clusters Score -726398.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -726399.375000 Penalty: 865.470703
	Iteration 24Q: 3 clusters Score -726399.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -726400.000000 Penalty: 865.470703
	Iteration 25Q: 3 clusters Score -726400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -726402.562500 Penalty: 865.470703
	Iteration 26Q: 3 clusters Score -726402.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -726403.812500 Penalty: 865.470703
	Iteration 27Q: 3 clusters Score -726403.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -726402.812500 Penalty: 865.470703
	Iteration 28Q: 3 clusters Score -726402.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -726403.875000 Penalty: 865.470703
	Iteration 29Q: 3 clusters Score -726403.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -726402.375000 Penalty: 865.470703
	Iteration 30Q: 3 clusters Score -726402.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -726405.687500 Penalty: 865.470703
	Iteration 31Q: 3 clusters Score -726405.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -726405.187500 Penalty: 865.470703
	Iteration 32Q: 3 clusters Score -726405.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -726405.000000 Penalty: 865.470703
	Iteration 33Q: 3 clusters Score -726405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -726404.125000 Penalty: 865.470703
	Iteration 34Q: 3 clusters Score -726404.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -726406.625000 Penalty: 865.470703
	Iteration 35Q: 3 clusters Score -726406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -726407.187500 Penalty: 865.470703
	Iteration 36Q: 3 clusters Score -726407.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -726407.187500 Penalty: 865.470703
	Iteration 37F: 3 clusters Score -726407.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (295477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295477 members 
Entering Unmasked Estep 
Score: -15720164.000000 Penalty: 573.133728
	Iteration 0F: 2 clusters Score -1.572016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147830 members 
Mstep: Class 2 contains 147647 members 
Entering Unmasked Estep 
Score: -15536648.000000 Penalty: 1146.267456
	Iteration 0F: 3 clusters Score -1.553665e+07 nChanged 145604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152522 members 
Mstep: Class 2 contains 142955 members 
Entering Unmasked Estep 
Score: -15628257.000000 Penalty: 1146.267456
	Iteration 1F: 3 clusters Score -1.562826e+07 nChanged 14119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 142452 members 
Entering Unmasked Estep 
Score: -15635368.000000 Penalty: 1146.267456
	Iteration 2Q: 3 clusters Score -1.563537e+07 nChanged 16905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153790 members 
Mstep: Class 2 contains 141687 members 
Entering Unmasked Estep 
Score: -15646444.000000 Penalty: 1146.267456
	Iteration 3F: 3 clusters Score -1.564644e+07 nChanged 19724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154922 members 
Mstep: Class 2 contains 140555 members 
Entering Unmasked Estep 
Score: -15661995.000000 Penalty: 1146.267456
	Iteration 4F: 3 clusters Score -1.5662e+07 nChanged 20875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155781 members 
Mstep: Class 2 contains 139696 members 
Entering Unmasked Estep 
Score: -15678782.000000 Penalty: 1146.267456
	Iteration 5F: 3 clusters Score -1.567878e+07 nChanged 17442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156311 members 
Mstep: Class 2 contains 139166 members 
Entering Unmasked Estep 
Score: -15688075.000000 Penalty: 1146.267456
	Iteration 6F: 3 clusters Score -1.568808e+07 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156782 members 
Mstep: Class 2 contains 138695 members 
Entering Unmasked Estep 
Score: -15690702.000000 Penalty: 1146.267456
	Iteration 7Q: 3 clusters Score -1.56907e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157337 members 
Mstep: Class 2 contains 138140 members 
Entering Unmasked Estep 
Score: -15691511.000000 Penalty: 1146.267456
	Iteration 8Q: 3 clusters Score -1.569151e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157878 members 
Mstep: Class 2 contains 137599 members 
Entering Unmasked Estep 
Score: -15691974.000000 Penalty: 1146.267456
	Iteration 9Q: 3 clusters Score -1.569197e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158464 members 
Mstep: Class 2 contains 137013 members 
Entering Unmasked Estep 
Score: -15692375.000000 Penalty: 1146.267456
	Iteration 10Q: 3 clusters Score -1.569238e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159065 members 
Mstep: Class 2 contains 136412 members 
Entering Unmasked Estep 
Score: -15692842.000000 Penalty: 1146.267456
	Iteration 11Q: 3 clusters Score -1.569284e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159735 members 
Mstep: Class 2 contains 135742 members 
Entering Unmasked Estep 
Score: -15693311.000000 Penalty: 1146.267456
	Iteration 12Q: 3 clusters Score -1.569331e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160503 members 
Mstep: Class 2 contains 134974 members 
Entering Unmasked Estep 
Score: -15693841.000000 Penalty: 1146.267456
	Iteration 13Q: 3 clusters Score -1.569384e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161414 members 
Mstep: Class 2 contains 134063 members 
Entering Unmasked Estep 
Score: -15694401.000000 Penalty: 1146.267456
	Iteration 14Q: 3 clusters Score -1.56944e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162354 members 
Mstep: Class 2 contains 133123 members 
Entering Unmasked Estep 
Score: -15694973.000000 Penalty: 1146.267456
	Iteration 15Q: 3 clusters Score -1.569497e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163378 members 
Mstep: Class 2 contains 132099 members 
Entering Unmasked Estep 
Score: -15695530.000000 Penalty: 1146.267456
	Iteration 16Q: 3 clusters Score -1.569553e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164461 members 
Mstep: Class 2 contains 131016 members 
Entering Unmasked Estep 
Score: -15696129.000000 Penalty: 1146.267456
	Iteration 17Q: 3 clusters Score -1.569613e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165721 members 
Mstep: Class 2 contains 129756 members 
Entering Unmasked Estep 
Score: -15696699.000000 Penalty: 1146.267456
	Iteration 18Q: 3 clusters Score -1.56967e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167210 members 
Mstep: Class 2 contains 128267 members 
Entering Unmasked Estep 
Score: -15697390.000000 Penalty: 1146.267456
	Iteration 19Q: 3 clusters Score -1.569739e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168836 members 
Mstep: Class 2 contains 126641 members 
Entering Unmasked Estep 
Score: -15698065.000000 Penalty: 1146.267456
	Iteration 20F: 3 clusters Score -1.569806e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170661 members 
Mstep: Class 2 contains 124816 members 
Entering Unmasked Estep 
Score: -15698623.000000 Penalty: 1146.267456
	Iteration 21Q: 3 clusters Score -1.569862e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172684 members 
Mstep: Class 2 contains 122793 members 
Entering Unmasked Estep 
Score: -15699272.000000 Penalty: 1146.267456
	Iteration 22Q: 3 clusters Score -1.569927e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174909 members 
Mstep: Class 2 contains 120568 members 
Entering Unmasked Estep 
Score: -15700095.000000 Penalty: 1146.267456
	Iteration 23Q: 3 clusters Score -1.57001e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177276 members 
Mstep: Class 2 contains 118201 members 
Entering Unmasked Estep 
Score: -15700691.000000 Penalty: 1146.267456
	Iteration 24Q: 3 clusters Score -1.570069e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179785 members 
Mstep: Class 2 contains 115692 members 
Entering Unmasked Estep 
Score: -15701352.000000 Penalty: 1146.267456
	Iteration 25Q: 3 clusters Score -1.570135e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182595 members 
Mstep: Class 2 contains 112882 members 
Entering Unmasked Estep 
Score: -15701824.000000 Penalty: 1146.267456
	Iteration 26Q: 3 clusters Score -1.570182e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185595 members 
Mstep: Class 2 contains 109882 members 
Entering Unmasked Estep 
Score: -15702534.000000 Penalty: 1146.267456
	Iteration 27Q: 3 clusters Score -1.570253e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188763 members 
Mstep: Class 2 contains 106714 members 
Entering Unmasked Estep 
Score: -15703107.000000 Penalty: 1146.267456
	Iteration 28Q: 3 clusters Score -1.570311e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192047 members 
Mstep: Class 2 contains 103430 members 
Entering Unmasked Estep 
Score: -15703724.000000 Penalty: 1146.267456
	Iteration 29Q: 3 clusters Score -1.570372e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195328 members 
Mstep: Class 2 contains 100149 members 
Entering Unmasked Estep 
Score: -15704344.000000 Penalty: 1146.267456
	Iteration 30Q: 3 clusters Score -1.570434e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198692 members 
Mstep: Class 2 contains 96785 members 
Entering Unmasked Estep 
Score: -15705101.000000 Penalty: 1146.267456
	Iteration 31Q: 3 clusters Score -1.57051e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202163 members 
Mstep: Class 2 contains 93314 members 
Entering Unmasked Estep 
Score: -15705663.000000 Penalty: 1146.267456
	Iteration 32Q: 3 clusters Score -1.570566e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205658 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -15706420.000000 Penalty: 1146.267456
	Iteration 33Q: 3 clusters Score -1.570642e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209244 members 
Mstep: Class 2 contains 86233 members 
Entering Unmasked Estep 
Score: -15707199.000000 Penalty: 1146.267456
	Iteration 34Q: 3 clusters Score -1.57072e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212850 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -15707757.000000 Penalty: 1146.267456
	Iteration 35Q: 3 clusters Score -1.570776e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216278 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -15708204.000000 Penalty: 1146.267456
	Iteration 36Q: 3 clusters Score -1.57082e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219594 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -15708740.000000 Penalty: 1146.267456
	Iteration 37Q: 3 clusters Score -1.570874e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222768 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -15709078.000000 Penalty: 1146.267456
	Iteration 38Q: 3 clusters Score -1.570908e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225721 members 
Mstep: Class 2 contains 69756 members 
Entering Unmasked Estep 
Score: -15709452.000000 Penalty: 1146.267456
	Iteration 39Q: 3 clusters Score -1.570945e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228600 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -15709826.000000 Penalty: 1146.267456
	Iteration 40F: 3 clusters Score -1.570983e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231344 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -15710338.000000 Penalty: 1146.267456
	Iteration 41Q: 3 clusters Score -1.571034e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234024 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -15710691.000000 Penalty: 1146.267456
	Iteration 42Q: 3 clusters Score -1.571069e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236629 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -15711160.000000 Penalty: 1146.267456
	Iteration 43Q: 3 clusters Score -1.571116e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239177 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -15711579.000000 Penalty: 1146.267456
	Iteration 44Q: 3 clusters Score -1.571158e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241675 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -15711935.000000 Penalty: 1146.267456
	Iteration 45Q: 3 clusters Score -1.571194e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244107 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -15712288.000000 Penalty: 1146.267456
	Iteration 46Q: 3 clusters Score -1.571229e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246495 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -15712636.000000 Penalty: 1146.267456
	Iteration 47Q: 3 clusters Score -1.571264e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248824 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -15712903.000000 Penalty: 1146.267456
	Iteration 48Q: 3 clusters Score -1.57129e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251184 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -15713249.000000 Penalty: 1146.267456
	Iteration 49Q: 3 clusters Score -1.571325e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253531 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -15713506.000000 Penalty: 1146.267456
	Iteration 50Q: 3 clusters Score -1.571351e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255862 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -15713936.000000 Penalty: 1146.267456
	Iteration 51Q: 3 clusters Score -1.571394e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258097 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -15714062.000000 Penalty: 1146.267456
	Iteration 52Q: 3 clusters Score -1.571406e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260237 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -15714263.000000 Penalty: 1146.267456
	Iteration 53Q: 3 clusters Score -1.571426e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262362 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -15714345.000000 Penalty: 1146.267456
	Iteration 54Q: 3 clusters Score -1.571434e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264513 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -15714499.000000 Penalty: 1146.267456
	Iteration 55Q: 3 clusters Score -1.57145e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266711 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -15715796.000000 Penalty: 1146.267456
	Iteration 56Q: 3 clusters Score -1.57158e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268908 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -15716765.000000 Penalty: 1146.267456
	Iteration 57Q: 3 clusters Score -1.571676e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271078 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -15717831.000000 Penalty: 1146.267456
	Iteration 58Q: 3 clusters Score -1.571783e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273321 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -15718618.000000 Penalty: 1146.267456
	Iteration 59Q: 3 clusters Score -1.571862e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275517 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -15719273.000000 Penalty: 1146.267456
	Iteration 60F: 3 clusters Score -1.571927e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277635 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -15719855.000000 Penalty: 1146.267456
	Iteration 61Q: 3 clusters Score -1.571986e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279742 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -15720258.000000 Penalty: 1146.267456
	Iteration 62Q: 3 clusters Score -1.572026e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281769 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -15720603.000000 Penalty: 1146.267456
	Iteration 63Q: 3 clusters Score -1.57206e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283741 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -15720773.000000 Penalty: 1146.267456
	Iteration 64Q: 3 clusters Score -1.572077e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285567 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -15720752.000000 Penalty: 1146.267456
	Iteration 65Q: 3 clusters Score -1.572075e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287201 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -15720682.000000 Penalty: 1146.267456
	Iteration 66Q: 3 clusters Score -1.572068e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288705 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -15720742.000000 Penalty: 1146.267456
	Iteration 67Q: 3 clusters Score -1.572074e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290008 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -15720557.000000 Penalty: 1146.267456
	Iteration 68Q: 3 clusters Score -1.572056e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291061 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -15720487.000000 Penalty: 1146.267456
	Iteration 69Q: 3 clusters Score -1.572049e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291972 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -15720402.000000 Penalty: 1146.267456
	Iteration 70Q: 3 clusters Score -1.57204e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292685 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -15720339.000000 Penalty: 1146.267456
	Iteration 71Q: 3 clusters Score -1.572034e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293231 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -15720309.000000 Penalty: 1146.267456
	Iteration 72Q: 3 clusters Score -1.572031e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293652 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -15720277.000000 Penalty: 1146.267456
	Iteration 73Q: 3 clusters Score -1.572028e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293973 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -15720263.000000 Penalty: 1146.267456
	Iteration 74Q: 3 clusters Score -1.572026e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294222 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -15720165.000000 Penalty: 1146.267456
	Iteration 75Q: 3 clusters Score -1.572016e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294406 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -15720123.000000 Penalty: 1146.267456
	Iteration 76Q: 3 clusters Score -1.572012e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294564 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -15720074.000000 Penalty: 1146.267456
	Iteration 77Q: 3 clusters Score -1.572007e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294681 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -15720018.000000 Penalty: 1146.267456
	Iteration 78Q: 3 clusters Score -1.572002e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294759 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -15720009.000000 Penalty: 1146.267456
	Iteration 79Q: 3 clusters Score -1.572001e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294824 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -15719987.000000 Penalty: 1146.267456
	Iteration 80F: 3 clusters Score -1.571999e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294868 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -15719995.000000 Penalty: 1146.267456
	Iteration 81Q: 3 clusters Score -1.572e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294903 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -15719996.000000 Penalty: 1146.267456
	Iteration 82Q: 3 clusters Score -1.572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294934 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15720001.000000 Penalty: 1146.267456
	Iteration 83Q: 3 clusters Score -1.572e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294962 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -15719976.000000 Penalty: 1146.267456
	Iteration 84Q: 3 clusters Score -1.571998e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294997 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15719967.000000 Penalty: 1146.267456
	Iteration 85Q: 3 clusters Score -1.571997e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295021 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -15719953.000000 Penalty: 1146.267456
	Iteration 86Q: 3 clusters Score -1.571995e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295039 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -15719944.000000 Penalty: 1146.267456
	Iteration 87Q: 3 clusters Score -1.571994e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295055 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -15719941.000000 Penalty: 1146.267456
	Iteration 88Q: 3 clusters Score -1.571994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295069 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -15719926.000000 Penalty: 1146.267456
	Iteration 89Q: 3 clusters Score -1.571993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295075 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -15719919.000000 Penalty: 1146.267456
	Iteration 90Q: 3 clusters Score -1.571992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295081 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -15719909.000000 Penalty: 1146.267456
	Iteration 91Q: 3 clusters Score -1.571991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295087 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -15719904.000000 Penalty: 1146.267456
	Iteration 92Q: 3 clusters Score -1.57199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295090 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -15719896.000000 Penalty: 1146.267456
	Iteration 93Q: 3 clusters Score -1.57199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295090 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -15719898.000000 Penalty: 1146.267456
	Iteration 94Q: 3 clusters Score -1.57199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295089 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -15719900.000000 Penalty: 1146.267456
	Iteration 95Q: 3 clusters Score -1.57199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295090 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -15719886.000000 Penalty: 1146.267456
	Iteration 96Q: 3 clusters Score -1.571989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295092 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -15719899.000000 Penalty: 1146.267456
	Iteration 97Q: 3 clusters Score -1.57199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295096 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -15719901.000000 Penalty: 1146.267456
	Iteration 98Q: 3 clusters Score -1.57199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295098 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -15719896.000000 Penalty: 1146.267456
	Iteration 99Q: 3 clusters Score -1.57199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295103 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -15719899.000000 Penalty: 1146.267456
	Iteration 100F: 3 clusters Score -1.57199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295110 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -15719911.000000 Penalty: 1146.267456
	Iteration 101Q: 3 clusters Score -1.571991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295113 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -15719910.000000 Penalty: 1146.267456
	Iteration 102Q: 3 clusters Score -1.571991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295117 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -15719908.000000 Penalty: 1146.267456
	Iteration 103Q: 3 clusters Score -1.571991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295118 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -15719901.000000 Penalty: 1146.267456
	Iteration 104Q: 3 clusters Score -1.57199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295119 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -15719905.000000 Penalty: 1146.267456
	Iteration 105Q: 3 clusters Score -1.57199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295121 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -15719897.000000 Penalty: 1146.267456
	Iteration 106Q: 3 clusters Score -1.57199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295121 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -15719897.000000 Penalty: 1146.267456
	Iteration 107F: 3 clusters Score -1.57199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Entering Unmasked Estep 
Score: -2095131.000000 Penalty: 483.388977
	Iteration 0F: 2 clusters Score -2095131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2067581.500000 Penalty: 966.777954
	Iteration 0F: 3 clusters Score -2067582 nChanged 19811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2079340.500000 Penalty: 966.777954
	Iteration 1F: 3 clusters Score -2079340 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2079789.000000 Penalty: 966.777954
	Iteration 2Q: 3 clusters Score -2079789 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2080331.500000 Penalty: 966.777954
	Iteration 3Q: 3 clusters Score -2080332 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2081108.500000 Penalty: 966.777954
	Iteration 4Q: 3 clusters Score -2081108 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2082425.750000 Penalty: 966.777954
	Iteration 5F: 3 clusters Score -2082426 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2084404.500000 Penalty: 966.777954
	Iteration 6F: 3 clusters Score -2084404 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2086249.375000 Penalty: 966.777954
	Iteration 7F: 3 clusters Score -2086249 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2086974.875000 Penalty: 966.777954
	Iteration 8Q: 3 clusters Score -2086975 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2087126.000000 Penalty: 966.777954
	Iteration 9Q: 3 clusters Score -2087126 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2087160.250000 Penalty: 966.777954
	Iteration 10Q: 3 clusters Score -2087160 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2087176.250000 Penalty: 966.777954
	Iteration 11Q: 3 clusters Score -2087176 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2087188.000000 Penalty: 966.777954
	Iteration 12Q: 3 clusters Score -2087188 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2087190.375000 Penalty: 966.777954
	Iteration 13Q: 3 clusters Score -2087190 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2087194.125000 Penalty: 966.777954
	Iteration 14Q: 3 clusters Score -2087194 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2087207.375000 Penalty: 966.777954
	Iteration 15Q: 3 clusters Score -2087207 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2087221.625000 Penalty: 966.777954
	Iteration 16Q: 3 clusters Score -2087222 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2087234.750000 Penalty: 966.777954
	Iteration 17Q: 3 clusters Score -2087235 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2087248.375000 Penalty: 966.777954
	Iteration 18Q: 3 clusters Score -2087248 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2087257.000000 Penalty: 966.777954
	Iteration 19Q: 3 clusters Score -2087257 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2087276.375000 Penalty: 966.777954
	Iteration 20F: 3 clusters Score -2087276 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2087298.375000 Penalty: 966.777954
	Iteration 21Q: 3 clusters Score -2087298 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2087311.125000 Penalty: 966.777954
	Iteration 22Q: 3 clusters Score -2087311 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2087331.625000 Penalty: 966.777954
	Iteration 23Q: 3 clusters Score -2087332 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2087345.625000 Penalty: 966.777954
	Iteration 24Q: 3 clusters Score -2087346 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2087369.000000 Penalty: 966.777954
	Iteration 25Q: 3 clusters Score -2087369 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2087384.500000 Penalty: 966.777954
	Iteration 26Q: 3 clusters Score -2087384 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2087388.125000 Penalty: 966.777954
	Iteration 27Q: 3 clusters Score -2087388 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2087425.250000 Penalty: 966.777954
	Iteration 28Q: 3 clusters Score -2087425 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2087443.625000 Penalty: 966.777954
	Iteration 29Q: 3 clusters Score -2087444 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2087454.250000 Penalty: 966.777954
	Iteration 30Q: 3 clusters Score -2087454 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2087469.250000 Penalty: 966.777954
	Iteration 31Q: 3 clusters Score -2087469 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2087491.875000 Penalty: 966.777954
	Iteration 32Q: 3 clusters Score -2087492 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2087509.875000 Penalty: 966.777954
	Iteration 33Q: 3 clusters Score -2087510 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2087529.125000 Penalty: 966.777954
	Iteration 34Q: 3 clusters Score -2087529 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2087544.000000 Penalty: 966.777954
	Iteration 35Q: 3 clusters Score -2087544 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2087565.375000 Penalty: 966.777954
	Iteration 36Q: 3 clusters Score -2087565 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2087606.375000 Penalty: 966.777954
	Iteration 37Q: 3 clusters Score -2087606 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2087627.250000 Penalty: 966.777954
	Iteration 38Q: 3 clusters Score -2087627 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2087651.875000 Penalty: 966.777954
	Iteration 39Q: 3 clusters Score -2087652 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2087677.375000 Penalty: 966.777954
	Iteration 40F: 3 clusters Score -2087677 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2087698.375000 Penalty: 966.777954
	Iteration 41Q: 3 clusters Score -2087698 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2087719.250000 Penalty: 966.777954
	Iteration 42Q: 3 clusters Score -2087719 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2087756.500000 Penalty: 966.777954
	Iteration 43Q: 3 clusters Score -2087756 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2087804.375000 Penalty: 966.777954
	Iteration 44Q: 3 clusters Score -2087804 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2087841.375000 Penalty: 966.777954
	Iteration 45Q: 3 clusters Score -2087841 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2087899.375000 Penalty: 966.777954
	Iteration 46Q: 3 clusters Score -2087899 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2087954.125000 Penalty: 966.777954
	Iteration 47Q: 3 clusters Score -2087954 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2088025.125000 Penalty: 966.777954
	Iteration 48Q: 3 clusters Score -2088025 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2088099.375000 Penalty: 966.777954
	Iteration 49Q: 3 clusters Score -2088099 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2088203.125000 Penalty: 966.777954
	Iteration 50Q: 3 clusters Score -2088203 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2088300.375000 Penalty: 966.777954
	Iteration 51Q: 3 clusters Score -2088300 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2088431.875000 Penalty: 966.777954
	Iteration 52Q: 3 clusters Score -2088432 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2088575.250000 Penalty: 966.777954
	Iteration 53Q: 3 clusters Score -2088575 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2088707.250000 Penalty: 966.777954
	Iteration 54Q: 3 clusters Score -2088707 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2088865.000000 Penalty: 966.777954
	Iteration 55Q: 3 clusters Score -2088865 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2089040.250000 Penalty: 966.777954
	Iteration 56Q: 3 clusters Score -2089040 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2089224.000000 Penalty: 966.777954
	Iteration 57Q: 3 clusters Score -2089224 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2089394.125000 Penalty: 966.777954
	Iteration 58Q: 3 clusters Score -2089394 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2089591.625000 Penalty: 966.777954
	Iteration 59Q: 3 clusters Score -2089592 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2089809.875000 Penalty: 966.777954
	Iteration 60F: 3 clusters Score -2089810 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2090007.750000 Penalty: 966.777954
	Iteration 61Q: 3 clusters Score -2090008 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2090252.750000 Penalty: 966.777954
	Iteration 62Q: 3 clusters Score -2090253 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2090524.500000 Penalty: 966.777954
	Iteration 63Q: 3 clusters Score -2090524 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2090800.000000 Penalty: 966.777954
	Iteration 64Q: 3 clusters Score -2090800 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2091070.500000 Penalty: 966.777954
	Iteration 65Q: 3 clusters Score -2091070 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2091333.375000 Penalty: 966.777954
	Iteration 66Q: 3 clusters Score -2091333 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2091606.375000 Penalty: 966.777954
	Iteration 67Q: 3 clusters Score -2091606 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2091873.750000 Penalty: 966.777954
	Iteration 68Q: 3 clusters Score -2091874 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2092126.000000 Penalty: 966.777954
	Iteration 69Q: 3 clusters Score -2092126 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2092354.625000 Penalty: 966.777954
	Iteration 70Q: 3 clusters Score -2092355 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2092584.625000 Penalty: 966.777954
	Iteration 71Q: 3 clusters Score -2092585 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2092809.000000 Penalty: 966.777954
	Iteration 72Q: 3 clusters Score -2092809 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2093033.250000 Penalty: 966.777954
	Iteration 73Q: 3 clusters Score -2093033 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2093213.000000 Penalty: 966.777954
	Iteration 74Q: 3 clusters Score -2093213 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2093392.500000 Penalty: 966.777954
	Iteration 75Q: 3 clusters Score -2093392 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2093553.375000 Penalty: 966.777954
	Iteration 76Q: 3 clusters Score -2093553 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2093707.000000 Penalty: 966.777954
	Iteration 77Q: 3 clusters Score -2093707 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2093839.250000 Penalty: 966.777954
	Iteration 78Q: 3 clusters Score -2093839 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2093935.875000 Penalty: 966.777954
	Iteration 79Q: 3 clusters Score -2093936 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2094024.625000 Penalty: 966.777954
	Iteration 80F: 3 clusters Score -2094025 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2094108.125000 Penalty: 966.777954
	Iteration 81Q: 3 clusters Score -2094108 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2094189.000000 Penalty: 966.777954
	Iteration 82Q: 3 clusters Score -2094189 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2094267.500000 Penalty: 966.777954
	Iteration 83Q: 3 clusters Score -2094268 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2094332.500000 Penalty: 966.777954
	Iteration 84Q: 3 clusters Score -2094332 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2094402.375000 Penalty: 966.777954
	Iteration 85Q: 3 clusters Score -2094402 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2094466.000000 Penalty: 966.777954
	Iteration 86Q: 3 clusters Score -2094466 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2094527.000000 Penalty: 966.777954
	Iteration 87Q: 3 clusters Score -2094527 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2094562.875000 Penalty: 966.777954
	Iteration 88Q: 3 clusters Score -2094563 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2094598.625000 Penalty: 966.777954
	Iteration 89Q: 3 clusters Score -2094599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2094619.000000 Penalty: 966.777954
	Iteration 90Q: 3 clusters Score -2094619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2094644.500000 Penalty: 966.777954
	Iteration 91Q: 3 clusters Score -2094644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2094658.125000 Penalty: 966.777954
	Iteration 92Q: 3 clusters Score -2094658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2094669.250000 Penalty: 966.777954
	Iteration 93Q: 3 clusters Score -2094669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2094679.250000 Penalty: 966.777954
	Iteration 94Q: 3 clusters Score -2094679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2094688.000000 Penalty: 966.777954
	Iteration 95Q: 3 clusters Score -2094688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2094689.500000 Penalty: 966.777954
	Iteration 96Q: 3 clusters Score -2094690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2094691.250000 Penalty: 966.777954
	Iteration 97Q: 3 clusters Score -2094691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2094690.875000 Penalty: 966.777954
	Iteration 98Q: 3 clusters Score -2094691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2094691.625000 Penalty: 966.777954
	Iteration 99Q: 3 clusters Score -2094692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2094691.625000 Penalty: 966.777954
	Iteration 100F: 3 clusters Score -2094692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -19054.062500 Penalty: 274.505432
	Iteration 0F: 2 clusters Score -19054.06 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 214 members 
Entering Unmasked Estep 
Score: -18640.035156 Penalty: 549.010864
	Iteration 0F: 3 clusters Score -18640.04 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -18799.839844 Penalty: 549.010864
	Iteration 1F: 3 clusters Score -18799.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -18847.023438 Penalty: 549.010864
	Iteration 2F: 3 clusters Score -18847.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -18859.474609 Penalty: 549.010864
	Iteration 3Q: 3 clusters Score -18859.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -18875.964844 Penalty: 549.010864
	Iteration 4Q: 3 clusters Score -18875.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -18890.527344 Penalty: 549.010864
	Iteration 5Q: 3 clusters Score -18890.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18900.242188 Penalty: 549.010864
	Iteration 6Q: 3 clusters Score -18900.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -18911.705078 Penalty: 549.010864
	Iteration 7Q: 3 clusters Score -18911.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -18919.347656 Penalty: 549.010864
	Iteration 8Q: 3 clusters Score -18919.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18923.261719 Penalty: 549.010864
	Iteration 9Q: 3 clusters Score -18923.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18927.031250 Penalty: 549.010864
	Iteration 10Q: 3 clusters Score -18927.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18932.609375 Penalty: 549.010864
	Iteration 11Q: 3 clusters Score -18932.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18941.582031 Penalty: 549.010864
	Iteration 12Q: 3 clusters Score -18941.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18958.566406 Penalty: 549.010864
	Iteration 13Q: 3 clusters Score -18958.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18996.919922 Penalty: 549.010864
	Iteration 14F: 3 clusters Score -18996.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19045.302734 Penalty: 549.010864
	Iteration 15Q: 3 clusters Score -19045.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19163.699219 Penalty: 549.010864
	Iteration 16F: 3 clusters Score -19163.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19234.054688 Penalty: 549.010864
	Iteration 17F: 3 clusters Score -19234.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19286.175781 Penalty: 549.010864
	Iteration 18Q: 3 clusters Score -19286.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19351.408203 Penalty: 549.010864
	Iteration 19Q: 3 clusters Score -19351.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19351.408203 Penalty: 549.010864
	Iteration 20F: 3 clusters Score -19351.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3284 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 7145 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 44203 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 13503 members 
Mstep: Class 15 contains 295477 members 
Mstep: Class 16 contains 41107 members 
Mstep: Class 17 contains 266 members 
Mstep: Class 18 contains 1519 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6517 members 
Mstep: Class 23 contains 26824 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 609 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 65910 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7301 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
Score: -27439304.000000 Penalty: 21005.037109
Splitting cluster 17 changes total score from -27439388.000000 to -27439304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -77918.179688 Penalty: 333.324249
	Iteration 0F: 2 clusters Score -77918.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -76824.226562 Penalty: 666.648499
	Iteration 0F: 3 clusters Score -76824.23 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -77204.742188 Penalty: 666.648499
	Iteration 1F: 3 clusters Score -77204.74 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -77251.523438 Penalty: 666.648499
	Iteration 2F: 3 clusters Score -77251.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -77280.898438 Penalty: 666.648499
	Iteration 3Q: 3 clusters Score -77280.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -77298.125000 Penalty: 666.648499
	Iteration 4Q: 3 clusters Score -77298.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -77315.109375 Penalty: 666.648499
	Iteration 5Q: 3 clusters Score -77315.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -77337.554688 Penalty: 666.648499
	Iteration 6Q: 3 clusters Score -77337.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -77356.070312 Penalty: 666.648499
	Iteration 7Q: 3 clusters Score -77356.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -77377.312500 Penalty: 666.648499
	Iteration 8Q: 3 clusters Score -77377.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -77395.273438 Penalty: 666.648499
	Iteration 9Q: 3 clusters Score -77395.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -77408.335938 Penalty: 666.648499
	Iteration 10Q: 3 clusters Score -77408.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -77421.617188 Penalty: 666.648499
	Iteration 11Q: 3 clusters Score -77421.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -77441.929688 Penalty: 666.648499
	Iteration 12Q: 3 clusters Score -77441.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -77456.640625 Penalty: 666.648499
	Iteration 13Q: 3 clusters Score -77456.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -77474.968750 Penalty: 666.648499
	Iteration 14Q: 3 clusters Score -77474.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -77487.078125 Penalty: 666.648499
	Iteration 15Q: 3 clusters Score -77487.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -77495.132812 Penalty: 666.648499
	Iteration 16Q: 3 clusters Score -77495.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -77502.539062 Penalty: 666.648499
	Iteration 17Q: 3 clusters Score -77502.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -77515.859375 Penalty: 666.648499
	Iteration 18Q: 3 clusters Score -77515.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -77524.492188 Penalty: 666.648499
	Iteration 19Q: 3 clusters Score -77524.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -77530.117188 Penalty: 666.648499
	Iteration 20F: 3 clusters Score -77530.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -77534.828125 Penalty: 666.648499
	Iteration 21Q: 3 clusters Score -77534.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -77541.226562 Penalty: 666.648499
	Iteration 22Q: 3 clusters Score -77541.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -77545.273438 Penalty: 666.648499
	Iteration 23Q: 3 clusters Score -77545.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -77547.281250 Penalty: 666.648499
	Iteration 24Q: 3 clusters Score -77547.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -77549.195312 Penalty: 666.648499
	Iteration 25Q: 3 clusters Score -77549.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -77552.148438 Penalty: 666.648499
	Iteration 26Q: 3 clusters Score -77552.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -77555.953125 Penalty: 666.648499
	Iteration 27Q: 3 clusters Score -77555.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -77558.992188 Penalty: 666.648499
	Iteration 28Q: 3 clusters Score -77558.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -77563.085938 Penalty: 666.648499
	Iteration 29Q: 3 clusters Score -77563.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -77565.554688 Penalty: 666.648499
	Iteration 30Q: 3 clusters Score -77565.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -77566.664062 Penalty: 666.648499
	Iteration 31Q: 3 clusters Score -77566.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -77566.898438 Penalty: 666.648499
	Iteration 32Q: 3 clusters Score -77566.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -77567.867188 Penalty: 666.648499
	Iteration 33Q: 3 clusters Score -77567.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -77568.335938 Penalty: 666.648499
	Iteration 34Q: 3 clusters Score -77568.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -77568.335938 Penalty: 666.648499
	Iteration 35F: 3 clusters Score -77568.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -9826.209961 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -9826.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9533.796875 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -9533.797 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9588.138672 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -9588.139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9603.996094 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -9603.996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9609.183594 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -9609.184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9611.676758 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -9611.677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9612.613281 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -9612.613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9612.968750 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -9612.969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9612.968750 Penalty: 488.303802
	Iteration 7F: 3 clusters Score -9612.969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -26888.669922 Penalty: 284.723877
	Iteration 0F: 2 clusters Score -26888.67 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 276 members 
Entering Unmasked Estep 
Score: -26369.375000 Penalty: 569.447754
	Iteration 0F: 3 clusters Score -26369.38 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26490.193359 Penalty: 569.447754
	Iteration 1F: 3 clusters Score -26490.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26524.535156 Penalty: 569.447754
	Iteration 2F: 3 clusters Score -26524.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26549.904297 Penalty: 569.447754
	Iteration 3F: 3 clusters Score -26549.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -26581.789062 Penalty: 569.447754
	Iteration 4F: 3 clusters Score -26581.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -26600.568359 Penalty: 569.447754
	Iteration 5Q: 3 clusters Score -26600.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -26609.046875 Penalty: 569.447754
	Iteration 6Q: 3 clusters Score -26609.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -26610.558594 Penalty: 569.447754
	Iteration 7Q: 3 clusters Score -26610.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -26611.146484 Penalty: 569.447754
	Iteration 8Q: 3 clusters Score -26611.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -26611.146484 Penalty: 569.447754
	Iteration 9F: 3 clusters Score -26611.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6212.078613 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6212.079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5999.639648 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -5999.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6039.692383 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6039.692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6054.687012 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -6054.687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6061.194824 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6061.195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6061.822754 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6061.823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6061.822754 Penalty: 450.337158
	Iteration 5F: 3 clusters Score -6061.823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Entering Unmasked Estep 
Score: -319013.312500 Penalty: 399.588715
	Iteration 0F: 2 clusters Score -319013.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -314685.750000 Penalty: 799.177429
	Iteration 0F: 3 clusters Score -314685.8 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -316598.250000 Penalty: 799.177429
	Iteration 1F: 3 clusters Score -316598.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -317113.187500 Penalty: 799.177429
	Iteration 2F: 3 clusters Score -317113.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -317624.468750 Penalty: 799.177429
	Iteration 3F: 3 clusters Score -317624.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -318039.281250 Penalty: 799.177429
	Iteration 4F: 3 clusters Score -318039.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -318320.812500 Penalty: 799.177429
	Iteration 5F: 3 clusters Score -318320.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -318520.656250 Penalty: 799.177429
	Iteration 6Q: 3 clusters Score -318520.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -318679.250000 Penalty: 799.177429
	Iteration 7Q: 3 clusters Score -318679.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -318752.187500 Penalty: 799.177429
	Iteration 8Q: 3 clusters Score -318752.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -318772.593750 Penalty: 799.177429
	Iteration 9Q: 3 clusters Score -318772.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -318783.093750 Penalty: 799.177429
	Iteration 10Q: 3 clusters Score -318783.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -318796.250000 Penalty: 799.177429
	Iteration 11Q: 3 clusters Score -318796.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -318803.437500 Penalty: 799.177429
	Iteration 12Q: 3 clusters Score -318803.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -318808.437500 Penalty: 799.177429
	Iteration 13Q: 3 clusters Score -318808.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -318813.843750 Penalty: 799.177429
	Iteration 14Q: 3 clusters Score -318813.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -318816.468750 Penalty: 799.177429
	Iteration 15Q: 3 clusters Score -318816.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -318819.281250 Penalty: 799.177429
	Iteration 16Q: 3 clusters Score -318819.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -318821.812500 Penalty: 799.177429
	Iteration 17Q: 3 clusters Score -318821.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -318824.656250 Penalty: 799.177429
	Iteration 18Q: 3 clusters Score -318824.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -318827.718750 Penalty: 799.177429
	Iteration 19Q: 3 clusters Score -318827.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -318832.781250 Penalty: 799.177429
	Iteration 20F: 3 clusters Score -318832.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -318834.937500 Penalty: 799.177429
	Iteration 21Q: 3 clusters Score -318834.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -318837.843750 Penalty: 799.177429
	Iteration 22Q: 3 clusters Score -318837.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -318840.718750 Penalty: 799.177429
	Iteration 23Q: 3 clusters Score -318840.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -318845.593750 Penalty: 799.177429
	Iteration 24Q: 3 clusters Score -318845.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -318848.375000 Penalty: 799.177429
	Iteration 25Q: 3 clusters Score -318848.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -318852.218750 Penalty: 799.177429
	Iteration 26Q: 3 clusters Score -318852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -318855.031250 Penalty: 799.177429
	Iteration 27Q: 3 clusters Score -318855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -318856.062500 Penalty: 799.177429
	Iteration 28Q: 3 clusters Score -318856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -318856.843750 Penalty: 799.177429
	Iteration 29Q: 3 clusters Score -318856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -318856.937500 Penalty: 799.177429
	Iteration 30Q: 3 clusters Score -318856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -318857.250000 Penalty: 799.177429
	Iteration 31Q: 3 clusters Score -318857.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -318857.250000 Penalty: 799.177429
	Iteration 32F: 3 clusters Score -318857.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Entering Unmasked Estep 
Score: -1485801.000000 Penalty: 463.965881
	Iteration 0F: 2 clusters Score -1485801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1467935.625000 Penalty: 927.931763
	Iteration 0F: 3 clusters Score -1467936 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1476075.750000 Penalty: 927.931763
	Iteration 1F: 3 clusters Score -1476076 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -1476974.000000 Penalty: 927.931763
	Iteration 2F: 3 clusters Score -1476974 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -1478396.625000 Penalty: 927.931763
	Iteration 3F: 3 clusters Score -1478397 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -1480391.000000 Penalty: 927.931763
	Iteration 4F: 3 clusters Score -1480391 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -1482522.250000 Penalty: 927.931763
	Iteration 5F: 3 clusters Score -1482522 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -1484043.500000 Penalty: 927.931763
	Iteration 6F: 3 clusters Score -1484044 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -1484759.500000 Penalty: 927.931763
	Iteration 7Q: 3 clusters Score -1484760 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -1485051.625000 Penalty: 927.931763
	Iteration 8Q: 3 clusters Score -1485052 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -1485174.500000 Penalty: 927.931763
	Iteration 9Q: 3 clusters Score -1485174 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -1485238.750000 Penalty: 927.931763
	Iteration 10Q: 3 clusters Score -1485239 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -1485285.500000 Penalty: 927.931763
	Iteration 11Q: 3 clusters Score -1485286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -1485305.250000 Penalty: 927.931763
	Iteration 12Q: 3 clusters Score -1485305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -1485320.750000 Penalty: 927.931763
	Iteration 13Q: 3 clusters Score -1485321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -1485335.375000 Penalty: 927.931763
	Iteration 14Q: 3 clusters Score -1485335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -1485344.875000 Penalty: 927.931763
	Iteration 15Q: 3 clusters Score -1485345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -1485349.500000 Penalty: 927.931763
	Iteration 16Q: 3 clusters Score -1485350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -1485353.875000 Penalty: 927.931763
	Iteration 17Q: 3 clusters Score -1485354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -1485357.750000 Penalty: 927.931763
	Iteration 18Q: 3 clusters Score -1485358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -1485359.375000 Penalty: 927.931763
	Iteration 19Q: 3 clusters Score -1485359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -1485364.875000 Penalty: 927.931763
	Iteration 20F: 3 clusters Score -1485365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -1485366.000000 Penalty: 927.931763
	Iteration 21Q: 3 clusters Score -1485366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -1485370.625000 Penalty: 927.931763
	Iteration 22Q: 3 clusters Score -1485371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -1485374.125000 Penalty: 927.931763
	Iteration 23Q: 3 clusters Score -1485374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -1485373.500000 Penalty: 927.931763
	Iteration 24Q: 3 clusters Score -1485374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -1485378.250000 Penalty: 927.931763
	Iteration 25Q: 3 clusters Score -1485378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -1485379.625000 Penalty: 927.931763
	Iteration 26Q: 3 clusters Score -1485380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -1485382.000000 Penalty: 927.931763
	Iteration 27Q: 3 clusters Score -1485382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -1485381.750000 Penalty: 927.931763
	Iteration 28Q: 3 clusters Score -1485382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -1485381.500000 Penalty: 927.931763
	Iteration 29Q: 3 clusters Score -1485382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -1485382.875000 Penalty: 927.931763
	Iteration 30Q: 3 clusters Score -1485383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -1485385.250000 Penalty: 927.931763
	Iteration 31Q: 3 clusters Score -1485385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -1485390.250000 Penalty: 927.931763
	Iteration 32Q: 3 clusters Score -1485390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -1485391.125000 Penalty: 927.931763
	Iteration 33Q: 3 clusters Score -1485391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -1485391.875000 Penalty: 927.931763
	Iteration 34Q: 3 clusters Score -1485392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -1485393.750000 Penalty: 927.931763
	Iteration 35Q: 3 clusters Score -1485394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -1485395.500000 Penalty: 927.931763
	Iteration 36Q: 3 clusters Score -1485396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -1485397.250000 Penalty: 927.931763
	Iteration 37Q: 3 clusters Score -1485397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -1485397.875000 Penalty: 927.931763
	Iteration 38Q: 3 clusters Score -1485398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -1485399.625000 Penalty: 927.931763
	Iteration 39Q: 3 clusters Score -1485400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -1485401.875000 Penalty: 927.931763
	Iteration 40F: 3 clusters Score -1485402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -1485406.125000 Penalty: 927.931763
	Iteration 41Q: 3 clusters Score -1485406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -1485408.375000 Penalty: 927.931763
	Iteration 42Q: 3 clusters Score -1485408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -1485410.000000 Penalty: 927.931763
	Iteration 43Q: 3 clusters Score -1485410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -1485411.875000 Penalty: 927.931763
	Iteration 44Q: 3 clusters Score -1485412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -1485417.000000 Penalty: 927.931763
	Iteration 45Q: 3 clusters Score -1485417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -1485419.750000 Penalty: 927.931763
	Iteration 46Q: 3 clusters Score -1485420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -1485420.625000 Penalty: 927.931763
	Iteration 47Q: 3 clusters Score -1485421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -1485423.125000 Penalty: 927.931763
	Iteration 48Q: 3 clusters Score -1485423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -1485423.500000 Penalty: 927.931763
	Iteration 49Q: 3 clusters Score -1485424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -1485424.625000 Penalty: 927.931763
	Iteration 50Q: 3 clusters Score -1485425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -1485424.625000 Penalty: 927.931763
	Iteration 51F: 3 clusters Score -1485425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -20443.781250 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -20443.78 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 239 members 
Entering Unmasked Estep 
Score: -20029.726562 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -20029.73 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20161.802734 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -20161.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20206.640625 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -20206.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20236.146484 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -20236.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -20252.417969 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -20252.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -20270.875000 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -20270.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20290.933594 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -20290.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20314.498047 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -20314.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -20351.787109 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -20351.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -20420.542969 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -20420.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -20528.505859 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -20528.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -20583.423828 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -20583.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20589.167969 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -20589.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20591.855469 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -20591.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20595.585938 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -20595.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20598.796875 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -20598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -20599.822266 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -20599.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -20599.822266 Penalty: 554.924744
	Iteration 17F: 3 clusters Score -20599.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3284 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 7145 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 44203 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 13503 members 
Mstep: Class 15 contains 295477 members 
Mstep: Class 16 contains 41107 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1519 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6517 members 
Mstep: Class 23 contains 26824 members 
Mstep: Class 24 contains 156 members 
Mstep: Class 25 contains 609 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 1943 members 
Mstep: Class 28 contains 65910 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7301 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 289 members 
Entering Unmasked Estep 
Score: -27439172.000000 Penalty: 21005.037109
Splitting cluster 24 changes total score from -27439388.000000 to -27439172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -30017.437500 Penalty: 291.737732
	Iteration 0F: 2 clusters Score -30017.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29460.761719 Penalty: 583.475464
	Iteration 0F: 3 clusters Score -29460.76 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -29632.308594 Penalty: 583.475464
	Iteration 1F: 3 clusters Score -29632.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -29694.863281 Penalty: 583.475464
	Iteration 2F: 3 clusters Score -29694.86 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29741.777344 Penalty: 583.475464
	Iteration 3F: 3 clusters Score -29741.78 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29788.947266 Penalty: 583.475464
	Iteration 4F: 3 clusters Score -29788.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29819.707031 Penalty: 583.475464
	Iteration 5F: 3 clusters Score -29819.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29847.839844 Penalty: 583.475464
	Iteration 6F: 3 clusters Score -29847.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29864.361328 Penalty: 583.475464
	Iteration 7Q: 3 clusters Score -29864.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29875.494141 Penalty: 583.475464
	Iteration 8Q: 3 clusters Score -29875.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29880.484375 Penalty: 583.475464
	Iteration 9Q: 3 clusters Score -29880.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29886.283203 Penalty: 583.475464
	Iteration 10Q: 3 clusters Score -29886.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29889.050781 Penalty: 583.475464
	Iteration 11Q: 3 clusters Score -29889.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29890.773438 Penalty: 583.475464
	Iteration 12Q: 3 clusters Score -29890.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29893.621094 Penalty: 583.475464
	Iteration 13Q: 3 clusters Score -29893.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29897.429688 Penalty: 583.475464
	Iteration 14Q: 3 clusters Score -29897.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29899.087891 Penalty: 583.475464
	Iteration 15Q: 3 clusters Score -29899.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29899.562500 Penalty: 583.475464
	Iteration 16Q: 3 clusters Score -29899.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29899.728516 Penalty: 583.475464
	Iteration 17Q: 3 clusters Score -29899.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29900.121094 Penalty: 583.475464
	Iteration 18Q: 3 clusters Score -29900.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29900.775391 Penalty: 583.475464
	Iteration 19Q: 3 clusters Score -29900.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29906.060547 Penalty: 583.475464
	Iteration 20F: 3 clusters Score -29906.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29908.587891 Penalty: 583.475464
	Iteration 21Q: 3 clusters Score -29908.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29915.722656 Penalty: 583.475464
	Iteration 22Q: 3 clusters Score -29915.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29918.992188 Penalty: 583.475464
	Iteration 23Q: 3 clusters Score -29918.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29920.187500 Penalty: 583.475464
	Iteration 24Q: 3 clusters Score -29920.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29922.085938 Penalty: 583.475464
	Iteration 25Q: 3 clusters Score -29922.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29923.207031 Penalty: 583.475464
	Iteration 26Q: 3 clusters Score -29923.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29923.419922 Penalty: 583.475464
	Iteration 27Q: 3 clusters Score -29923.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29923.419922 Penalty: 583.475464
	Iteration 28F: 3 clusters Score -29923.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -21561.435547 Penalty: 279.266602
	Iteration 0F: 2 clusters Score -21561.44 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 226 members 
Entering Unmasked Estep 
Score: -21113.832031 Penalty: 558.533203
	Iteration 0F: 3 clusters Score -21113.83 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21227.035156 Penalty: 558.533203
	Iteration 1F: 3 clusters Score -21227.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21253.359375 Penalty: 558.533203
	Iteration 2F: 3 clusters Score -21253.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21261.658203 Penalty: 558.533203
	Iteration 3Q: 3 clusters Score -21261.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21269.132812 Penalty: 558.533203
	Iteration 4Q: 3 clusters Score -21269.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21272.740234 Penalty: 558.533203
	Iteration 5Q: 3 clusters Score -21272.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21274.558594 Penalty: 558.533203
	Iteration 6Q: 3 clusters Score -21274.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21275.931641 Penalty: 558.533203
	Iteration 7Q: 3 clusters Score -21275.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21276.689453 Penalty: 558.533203
	Iteration 8Q: 3 clusters Score -21276.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21277.080078 Penalty: 558.533203
	Iteration 9Q: 3 clusters Score -21277.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21278.203125 Penalty: 558.533203
	Iteration 10Q: 3 clusters Score -21278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21279.591797 Penalty: 558.533203
	Iteration 11Q: 3 clusters Score -21279.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21281.429688 Penalty: 558.533203
	Iteration 12Q: 3 clusters Score -21281.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21284.361328 Penalty: 558.533203
	Iteration 13Q: 3 clusters Score -21284.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21286.345703 Penalty: 558.533203
	Iteration 14Q: 3 clusters Score -21286.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21287.988281 Penalty: 558.533203
	Iteration 15Q: 3 clusters Score -21287.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -21289.552734 Penalty: 558.533203
	Iteration 16Q: 3 clusters Score -21289.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21291.380859 Penalty: 558.533203
	Iteration 17Q: 3 clusters Score -21291.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -21293.101562 Penalty: 558.533203
	Iteration 18Q: 3 clusters Score -21293.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -21295.492188 Penalty: 558.533203
	Iteration 19Q: 3 clusters Score -21295.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21298.021484 Penalty: 558.533203
	Iteration 20F: 3 clusters Score -21298.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -21302.000000 Penalty: 558.533203
	Iteration 21Q: 3 clusters Score -21302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -21306.101562 Penalty: 558.533203
	Iteration 22Q: 3 clusters Score -21306.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -21308.791016 Penalty: 558.533203
	Iteration 23Q: 3 clusters Score -21308.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -21314.187500 Penalty: 558.533203
	Iteration 24Q: 3 clusters Score -21314.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -21321.751953 Penalty: 558.533203
	Iteration 25Q: 3 clusters Score -21321.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21342.587891 Penalty: 558.533203
	Iteration 26Q: 3 clusters Score -21342.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -21352.550781 Penalty: 558.533203
	Iteration 27Q: 3 clusters Score -21352.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -21362.873047 Penalty: 558.533203
	Iteration 28Q: 3 clusters Score -21362.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -21369.353516 Penalty: 558.533203
	Iteration 29Q: 3 clusters Score -21369.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -21374.162109 Penalty: 558.533203
	Iteration 30Q: 3 clusters Score -21374.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -21377.833984 Penalty: 558.533203
	Iteration 31Q: 3 clusters Score -21377.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -21381.826172 Penalty: 558.533203
	Iteration 32Q: 3 clusters Score -21381.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -21386.613281 Penalty: 558.533203
	Iteration 33Q: 3 clusters Score -21386.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -21390.289062 Penalty: 558.533203
	Iteration 34Q: 3 clusters Score -21390.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -21390.289062 Penalty: 558.533203
	Iteration 35F: 3 clusters Score -21390.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Entering Unmasked Estep 
Score: -84812.609375 Penalty: 344.525482
	Iteration 0F: 2 clusters Score -84812.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -83459.218750 Penalty: 689.050964
	Iteration 0F: 3 clusters Score -83459.22 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -84252.179688 Penalty: 689.050964
	Iteration 1F: 3 clusters Score -84252.18 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -84639.953125 Penalty: 689.050964
	Iteration 2F: 3 clusters Score -84639.95 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -85030.218750 Penalty: 689.050964
	Iteration 3F: 3 clusters Score -85030.22 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -85526.468750 Penalty: 689.050964
	Iteration 4F: 3 clusters Score -85526.47 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -85825.242188 Penalty: 689.050964
	Iteration 5F: 3 clusters Score -85825.24 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -85890.320312 Penalty: 689.050964
	Iteration 6Q: 3 clusters Score -85890.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -85903.515625 Penalty: 689.050964
	Iteration 7Q: 3 clusters Score -85903.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -85909.617188 Penalty: 689.050964
	Iteration 8Q: 3 clusters Score -85909.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -85910.695312 Penalty: 689.050964
	Iteration 9Q: 3 clusters Score -85910.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -85911.539062 Penalty: 689.050964
	Iteration 10Q: 3 clusters Score -85911.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -85911.539062 Penalty: 689.050964
	Iteration 11F: 3 clusters Score -85911.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3284 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 7145 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 44203 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 13503 members 
Mstep: Class 15 contains 295477 members 
Mstep: Class 16 contains 41107 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1519 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6517 members 
Mstep: Class 23 contains 26824 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 609 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 929 members 
Mstep: Class 28 contains 65910 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7301 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 1014 members 
Entering Unmasked Estep 
Score: -27440182.000000 Penalty: 21005.037109
Splitting cluster 27 changes total score from -27439388.000000 to -27440182.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 28 (65910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Entering Unmasked Estep 
Score: -3615346.500000 Penalty: 504.870056
	Iteration 0F: 2 clusters Score -3615346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -3571180.750000 Penalty: 1009.740112
	Iteration 0F: 3 clusters Score -3571181 nChanged 31821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -3589676.250000 Penalty: 1009.740112
	Iteration 1F: 3 clusters Score -3589676 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -3590194.250000 Penalty: 1009.740112
	Iteration 2Q: 3 clusters Score -3590194 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -3590967.250000 Penalty: 1009.740112
	Iteration 3Q: 3 clusters Score -3590967 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3592151.000000 Penalty: 1009.740112
	Iteration 4Q: 3 clusters Score -3592151 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3594084.500000 Penalty: 1009.740112
	Iteration 5F: 3 clusters Score -3594084 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -3597137.500000 Penalty: 1009.740112
	Iteration 6F: 3 clusters Score -3597138 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3600979.250000 Penalty: 1009.740112
	Iteration 7F: 3 clusters Score -3600979 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3605129.250000 Penalty: 1009.740112
	Iteration 8F: 3 clusters Score -3605129 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3608621.000000 Penalty: 1009.740112
	Iteration 9F: 3 clusters Score -3608621 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3611121.000000 Penalty: 1009.740112
	Iteration 10Q: 3 clusters Score -3611121 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3612798.750000 Penalty: 1009.740112
	Iteration 11Q: 3 clusters Score -3612799 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3613761.500000 Penalty: 1009.740112
	Iteration 12Q: 3 clusters Score -3613762 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3614282.000000 Penalty: 1009.740112
	Iteration 13Q: 3 clusters Score -3614282 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3614557.250000 Penalty: 1009.740112
	Iteration 14Q: 3 clusters Score -3614557 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3614704.500000 Penalty: 1009.740112
	Iteration 15Q: 3 clusters Score -3614704 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3614779.000000 Penalty: 1009.740112
	Iteration 16Q: 3 clusters Score -3614779 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3614840.000000 Penalty: 1009.740112
	Iteration 17Q: 3 clusters Score -3614840 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3614875.750000 Penalty: 1009.740112
	Iteration 18Q: 3 clusters Score -3614876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3614888.250000 Penalty: 1009.740112
	Iteration 19Q: 3 clusters Score -3614888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3614902.750000 Penalty: 1009.740112
	Iteration 20F: 3 clusters Score -3614903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65475 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3614913.500000 Penalty: 1009.740112
	Iteration 21Q: 3 clusters Score -3614914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3614926.750000 Penalty: 1009.740112
	Iteration 22Q: 3 clusters Score -3614927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3614942.750000 Penalty: 1009.740112
	Iteration 23Q: 3 clusters Score -3614943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3614948.250000 Penalty: 1009.740112
	Iteration 24Q: 3 clusters Score -3614948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3614952.000000 Penalty: 1009.740112
	Iteration 25Q: 3 clusters Score -3614952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3614955.250000 Penalty: 1009.740112
	Iteration 26Q: 3 clusters Score -3614955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3614961.250000 Penalty: 1009.740112
	Iteration 27Q: 3 clusters Score -3614961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3614966.000000 Penalty: 1009.740112
	Iteration 28Q: 3 clusters Score -3614966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3614966.750000 Penalty: 1009.740112
	Iteration 29Q: 3 clusters Score -3614967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65525 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3614968.250000 Penalty: 1009.740112
	Iteration 30Q: 3 clusters Score -3614968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3614969.750000 Penalty: 1009.740112
	Iteration 31Q: 3 clusters Score -3614970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3614966.000000 Penalty: 1009.740112
	Iteration 32Q: 3 clusters Score -3614966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3614966.750000 Penalty: 1009.740112
	Iteration 33Q: 3 clusters Score -3614967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3614968.500000 Penalty: 1009.740112
	Iteration 34Q: 3 clusters Score -3614968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3614970.000000 Penalty: 1009.740112
	Iteration 35Q: 3 clusters Score -3614970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3614970.250000 Penalty: 1009.740112
	Iteration 36Q: 3 clusters Score -3614970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3614971.000000 Penalty: 1009.740112
	Iteration 37Q: 3 clusters Score -3614971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3614972.250000 Penalty: 1009.740112
	Iteration 38Q: 3 clusters Score -3614972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3614972.250000 Penalty: 1009.740112
	Iteration 39F: 3 clusters Score -3614972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -9592.741211 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -9592.741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9253.569336 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -9253.569 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9635.637695 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -9635.638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9971.125000 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -9971.125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10197.819336 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -10197.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10279.171875 Penalty: 512.765869
	Iteration 4F: 3 clusters Score -10279.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10317.451172 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -10317.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10344.295898 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -10344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10350.500000 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -10350.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10350.500000 Penalty: 512.765869
	Iteration 8F: 3 clusters Score -10350.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3284 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 7145 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 44203 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 13503 members 
Mstep: Class 15 contains 295477 members 
Mstep: Class 16 contains 41107 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1519 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6517 members 
Mstep: Class 23 contains 26824 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 609 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 929 members 
Mstep: Class 28 contains 65910 members 
Mstep: Class 29 contains 228 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7301 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 1014 members 
Mstep: Class 36 contains 52 members 
Entering Unmasked Estep 
Score: -27440606.000000 Penalty: 21605.181641
Splitting cluster 29 changes total score from -27439388.000000 to -27440606.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 30 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -18278.294922 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -18278.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17888.351562 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -17888.35 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17983.457031 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -17983.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18003.847656 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -18003.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18015.123047 Penalty: 531.233459
	Iteration 3Q: 3 clusters Score -18015.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18022.363281 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -18022.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18028.767578 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -18028.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18035.921875 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -18035.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18043.125000 Penalty: 531.233459
	Iteration 7Q: 3 clusters Score -18043.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -18047.160156 Penalty: 531.233459
	Iteration 8Q: 3 clusters Score -18047.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18049.583984 Penalty: 531.233459
	Iteration 9Q: 3 clusters Score -18049.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18050.492188 Penalty: 531.233459
	Iteration 10Q: 3 clusters Score -18050.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18050.492188 Penalty: 531.233459
	Iteration 11F: 3 clusters Score -18050.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -18452.685547 Penalty: 271.342865
	Iteration 0F: 2 clusters Score -18452.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18025.324219 Penalty: 542.685730
	Iteration 0F: 3 clusters Score -18025.32 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18191.527344 Penalty: 542.685730
	Iteration 1F: 3 clusters Score -18191.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18235.955078 Penalty: 542.685730
	Iteration 2F: 3 clusters Score -18235.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18256.578125 Penalty: 542.685730
	Iteration 3Q: 3 clusters Score -18256.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18274.910156 Penalty: 542.685730
	Iteration 4Q: 3 clusters Score -18274.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18288.769531 Penalty: 542.685730
	Iteration 5Q: 3 clusters Score -18288.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18306.978516 Penalty: 542.685730
	Iteration 6Q: 3 clusters Score -18306.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18323.056641 Penalty: 542.685730
	Iteration 7Q: 3 clusters Score -18323.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18336.548828 Penalty: 542.685730
	Iteration 8Q: 3 clusters Score -18336.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18339.388672 Penalty: 542.685730
	Iteration 9Q: 3 clusters Score -18339.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18339.388672 Penalty: 542.685730
	Iteration 10F: 3 clusters Score -18339.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -13271.448242 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -13271.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12942.907227 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -12942.91 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13013.369141 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -13013.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13035.483398 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -13035.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13040.210938 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -13040.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13041.727539 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -13041.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13043.021484 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -13043.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13044.866211 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -13044.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13044.866211 Penalty: 506.719360
	Iteration 7F: 3 clusters Score -13044.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Entering Unmasked Estep 
Score: -408407.062500 Penalty: 404.757355
	Iteration 0F: 2 clusters Score -408407.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -403412.000000 Penalty: 809.514709
	Iteration 0F: 3 clusters Score -403412 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -405649.625000 Penalty: 809.514709
	Iteration 1F: 3 clusters Score -405649.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -405995.625000 Penalty: 809.514709
	Iteration 2F: 3 clusters Score -405995.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -406419.843750 Penalty: 809.514709
	Iteration 3F: 3 clusters Score -406419.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -406973.937500 Penalty: 809.514709
	Iteration 4F: 3 clusters Score -406973.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -407463.218750 Penalty: 809.514709
	Iteration 5F: 3 clusters Score -407463.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -407805.687500 Penalty: 809.514709
	Iteration 6Q: 3 clusters Score -407805.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -407936.937500 Penalty: 809.514709
	Iteration 7Q: 3 clusters Score -407936.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -408007.750000 Penalty: 809.514709
	Iteration 8Q: 3 clusters Score -408007.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -408026.750000 Penalty: 809.514709
	Iteration 9Q: 3 clusters Score -408026.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -408040.531250 Penalty: 809.514709
	Iteration 10Q: 3 clusters Score -408040.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -408047.593750 Penalty: 809.514709
	Iteration 11Q: 3 clusters Score -408047.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -408051.250000 Penalty: 809.514709
	Iteration 12Q: 3 clusters Score -408051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -408054.125000 Penalty: 809.514709
	Iteration 13Q: 3 clusters Score -408054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -408057.843750 Penalty: 809.514709
	Iteration 14Q: 3 clusters Score -408057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -408058.125000 Penalty: 809.514709
	Iteration 15Q: 3 clusters Score -408058.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -408058.125000 Penalty: 809.514709
	Iteration 16F: 3 clusters Score -408058.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Entering Unmasked Estep 
Score: -99637.140625 Penalty: 340.945923
	Iteration 0F: 2 clusters Score -99637.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -98319.289062 Penalty: 681.891846
	Iteration 0F: 3 clusters Score -98319.29 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -98832.976562 Penalty: 681.891846
	Iteration 1F: 3 clusters Score -98832.98 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -98929.328125 Penalty: 681.891846
	Iteration 2F: 3 clusters Score -98929.33 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -98998.632812 Penalty: 681.891846
	Iteration 3F: 3 clusters Score -98998.63 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -99060.875000 Penalty: 681.891846
	Iteration 4Q: 3 clusters Score -99060.88 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -99146.078125 Penalty: 681.891846
	Iteration 5Q: 3 clusters Score -99146.08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -99212.476562 Penalty: 681.891846
	Iteration 6F: 3 clusters Score -99212.48 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -99256.203125 Penalty: 681.891846
	Iteration 7Q: 3 clusters Score -99256.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -99300.976562 Penalty: 681.891846
	Iteration 8Q: 3 clusters Score -99300.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99338.515625 Penalty: 681.891846
	Iteration 9Q: 3 clusters Score -99338.52 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -99373.546875 Penalty: 681.891846
	Iteration 10Q: 3 clusters Score -99373.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -99393.039062 Penalty: 681.891846
	Iteration 11Q: 3 clusters Score -99393.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -99401.257812 Penalty: 681.891846
	Iteration 12Q: 3 clusters Score -99401.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -99412.257812 Penalty: 681.891846
	Iteration 13Q: 3 clusters Score -99412.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -99420.210938 Penalty: 681.891846
	Iteration 14Q: 3 clusters Score -99420.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99427.054688 Penalty: 681.891846
	Iteration 15Q: 3 clusters Score -99427.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -99432.343750 Penalty: 681.891846
	Iteration 16Q: 3 clusters Score -99432.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -99437.015625 Penalty: 681.891846
	Iteration 17Q: 3 clusters Score -99437.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99439.671875 Penalty: 681.891846
	Iteration 18Q: 3 clusters Score -99439.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -99442.789062 Penalty: 681.891846
	Iteration 19Q: 3 clusters Score -99442.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99446.726562 Penalty: 681.891846
	Iteration 20F: 3 clusters Score -99446.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -99451.289062 Penalty: 681.891846
	Iteration 21Q: 3 clusters Score -99451.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -99455.343750 Penalty: 681.891846
	Iteration 22Q: 3 clusters Score -99455.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -99460.304688 Penalty: 681.891846
	Iteration 23Q: 3 clusters Score -99460.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -99464.781250 Penalty: 681.891846
	Iteration 24Q: 3 clusters Score -99464.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -99467.125000 Penalty: 681.891846
	Iteration 25Q: 3 clusters Score -99467.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -99468.859375 Penalty: 681.891846
	Iteration 26Q: 3 clusters Score -99468.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -99470.023438 Penalty: 681.891846
	Iteration 27Q: 3 clusters Score -99470.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99471.289062 Penalty: 681.891846
	Iteration 28Q: 3 clusters Score -99471.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99471.859375 Penalty: 681.891846
	Iteration 29Q: 3 clusters Score -99471.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99472.882812 Penalty: 681.891846
	Iteration 30Q: 3 clusters Score -99472.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99474.203125 Penalty: 681.891846
	Iteration 31Q: 3 clusters Score -99474.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -99476.359375 Penalty: 681.891846
	Iteration 32Q: 3 clusters Score -99476.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -99478.734375 Penalty: 681.891846
	Iteration 33Q: 3 clusters Score -99478.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -99480.828125 Penalty: 681.891846
	Iteration 34Q: 3 clusters Score -99480.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -99484.000000 Penalty: 681.891846
	Iteration 35Q: 3 clusters Score -99484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -99484.765625 Penalty: 681.891846
	Iteration 36Q: 3 clusters Score -99484.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -99485.835938 Penalty: 681.891846
	Iteration 37Q: 3 clusters Score -99485.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -99486.000000 Penalty: 681.891846
	Iteration 38Q: 3 clusters Score -99486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -99486.640625 Penalty: 681.891846
	Iteration 39Q: 3 clusters Score -99486.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -99486.875000 Penalty: 681.891846
	Iteration 40F: 3 clusters Score -99486.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2979 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3284 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 7145 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 44203 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 13503 members 
Mstep: Class 15 contains 295477 members 
Mstep: Class 16 contains 41107 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1519 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6517 members 
Mstep: Class 23 contains 26824 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 609 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 929 members 
Mstep: Class 28 contains 65910 members 
Mstep: Class 29 contains 228 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7301 members 
Mstep: Class 34 contains 1796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27440876.000000 Penalty: 21605.181641
Iteration 119Q: 37 clusters Score -2.744088e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 2969 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3304 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 585 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 7152 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 43917 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 517 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 13477 members 
Mstep: Class 15 contains 295572 members 
Mstep: Class 16 contains 41112 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 1520 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6515 members 
Mstep: Class 23 contains 26839 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 616 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 949 members 
Mstep: Class 28 contains 66051 members 
Mstep: Class 29 contains 251 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7333 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 62 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27443516.000000 Penalty: 21605.181641
Iteration 120F: 37 clusters Score -2.744352e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 2853 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3326 members 
Mstep: Class 3 contains 735 members 
Mstep: Class 4 contains 566 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 7155 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 43622 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 15 contains 295667 members 
Mstep: Class 16 contains 41116 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6513 members 
Mstep: Class 23 contains 26855 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 66178 members 
Mstep: Class 29 contains 262 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7382 members 
Mstep: Class 34 contains 1798 members 
Mstep: Class 35 contains 1036 members 
Mstep: Class 36 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446382.000000 Penalty: 21605.181641
Iteration 121Q: 37 clusters Score -2.744638e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3351 members 
Mstep: Class 3 contains 735 members 
Mstep: Class 4 contains 558 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 7153 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 265 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 43330 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 13445 members 
Mstep: Class 15 contains 295735 members 
Mstep: Class 16 contains 41123 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 1521 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6512 members 
Mstep: Class 23 contains 26872 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 616 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 949 members 
Mstep: Class 28 contains 66307 members 
Mstep: Class 29 contains 269 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1803 members 
Mstep: Class 35 contains 1049 members 
Mstep: Class 36 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446564.000000 Penalty: 21605.181641
Iteration 122Q: 37 clusters Score -2.744656e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 549 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 7154 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 43031 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 13427 members 
Mstep: Class 15 contains 295812 members 
Mstep: Class 16 contains 41129 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 1522 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6512 members 
Mstep: Class 23 contains 26881 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 66454 members 
Mstep: Class 29 contains 276 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7488 members 
Mstep: Class 34 contains 1808 members 
Mstep: Class 35 contains 1050 members 
Mstep: Class 36 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446550.000000 Penalty: 21605.181641
Iteration 123Q: 37 clusters Score -2.744655e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3394 members 
Mstep: Class 3 contains 735 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 3093 members 
Mstep: Class 6 contains 7153 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 42736 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 13413 members 
Mstep: Class 15 contains 295876 members 
Mstep: Class 16 contains 41131 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 1525 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6512 members 
Mstep: Class 23 contains 26897 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 616 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 951 members 
Mstep: Class 28 contains 66609 members 
Mstep: Class 29 contains 284 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7535 members 
Mstep: Class 34 contains 1812 members 
Mstep: Class 35 contains 1051 members 
Mstep: Class 36 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446596.000000 Penalty: 21605.181641
Iteration 124Q: 37 clusters Score -2.74466e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3427 members 
Mstep: Class 3 contains 735 members 
Mstep: Class 4 contains 532 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 7155 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 42436 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 13395 members 
Mstep: Class 15 contains 295969 members 
Mstep: Class 16 contains 41125 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 1530 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6513 members 
Mstep: Class 23 contains 26927 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 616 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 951 members 
Mstep: Class 28 contains 66738 members 
Mstep: Class 29 contains 290 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7567 members 
Mstep: Class 34 contains 1812 members 
Mstep: Class 35 contains 1053 members 
Mstep: Class 36 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446488.000000 Penalty: 21605.181641
Iteration 125Q: 37 clusters Score -2.744649e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 530 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 7154 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 42179 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 15 contains 295989 members 
Mstep: Class 16 contains 41123 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 1530 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6514 members 
Mstep: Class 23 contains 26956 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 616 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 952 members 
Mstep: Class 28 contains 66891 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 1811 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446548.000000 Penalty: 21605.181641
Iteration 126Q: 37 clusters Score -2.744655e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 738 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 7155 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 41940 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 13348 members 
Mstep: Class 15 contains 295984 members 
Mstep: Class 16 contains 41131 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6513 members 
Mstep: Class 23 contains 26989 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 954 members 
Mstep: Class 28 contains 67045 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7670 members 
Mstep: Class 34 contains 1811 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446562.000000 Penalty: 21605.181641
Iteration 127Q: 37 clusters Score -2.744656e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3501 members 
Mstep: Class 3 contains 739 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 7150 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 41715 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 13325 members 
Mstep: Class 15 contains 295988 members 
Mstep: Class 16 contains 41139 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 1530 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6514 members 
Mstep: Class 23 contains 27017 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 67187 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7719 members 
Mstep: Class 34 contains 1809 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446668.000000 Penalty: 21605.181641
Iteration 128Q: 37 clusters Score -2.744667e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3522 members 
Mstep: Class 3 contains 738 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 7141 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 41470 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 13300 members 
Mstep: Class 15 contains 296016 members 
Mstep: Class 16 contains 41138 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 141 members 
Mstep: Class 22 contains 6518 members 
Mstep: Class 23 contains 27049 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 67329 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 7767 members 
Mstep: Class 34 contains 1812 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446622.000000 Penalty: 21605.181641
Iteration 129Q: 37 clusters Score -2.744662e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3547 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 7132 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 41197 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 13277 members 
Mstep: Class 15 contains 296044 members 
Mstep: Class 16 contains 41155 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6521 members 
Mstep: Class 23 contains 27081 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 67483 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 7811 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446642.000000 Penalty: 21605.181641
Iteration 130Q: 37 clusters Score -2.744664e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3565 members 
Mstep: Class 3 contains 735 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 7131 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 40936 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 13243 members 
Mstep: Class 15 contains 296052 members 
Mstep: Class 16 contains 41169 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6523 members 
Mstep: Class 23 contains 27122 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 618 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 67646 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 7865 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446770.000000 Penalty: 21605.181641
Iteration 131Q: 37 clusters Score -2.744677e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3583 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 7131 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 40715 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 13210 members 
Mstep: Class 15 contains 296066 members 
Mstep: Class 16 contains 41178 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6526 members 
Mstep: Class 23 contains 27154 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 618 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 67780 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 7910 members 
Mstep: Class 34 contains 1812 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446934.000000 Penalty: 21605.181641
Iteration 132Q: 37 clusters Score -2.744693e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3593 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3089 members 
Mstep: Class 6 contains 7127 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 40504 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 13182 members 
Mstep: Class 15 contains 296088 members 
Mstep: Class 16 contains 41176 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6527 members 
Mstep: Class 23 contains 27179 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 618 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 67926 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 7951 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446952.000000 Penalty: 21605.181641
Iteration 133Q: 37 clusters Score -2.744695e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3598 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3089 members 
Mstep: Class 6 contains 7128 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 40256 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 13156 members 
Mstep: Class 15 contains 296133 members 
Mstep: Class 16 contains 41186 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6527 members 
Mstep: Class 23 contains 27215 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 618 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 68062 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 7991 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446942.000000 Penalty: 21605.181641
Iteration 134Q: 37 clusters Score -2.744694e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3604 members 
Mstep: Class 3 contains 735 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 7126 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 40002 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 13135 members 
Mstep: Class 15 contains 296206 members 
Mstep: Class 16 contains 41183 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6528 members 
Mstep: Class 23 contains 27250 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 618 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 68198 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8019 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446982.000000 Penalty: 21605.181641
Iteration 135Q: 37 clusters Score -2.744698e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3607 members 
Mstep: Class 3 contains 734 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 7125 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 39801 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 13109 members 
Mstep: Class 15 contains 296260 members 
Mstep: Class 16 contains 41186 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1537 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6531 members 
Mstep: Class 23 contains 27270 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 68327 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8036 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446978.000000 Penalty: 21605.181641
Iteration 136Q: 37 clusters Score -2.744698e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3611 members 
Mstep: Class 3 contains 734 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3088 members 
Mstep: Class 6 contains 7122 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 39592 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 13084 members 
Mstep: Class 15 contains 296306 members 
Mstep: Class 16 contains 41188 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6534 members 
Mstep: Class 23 contains 27297 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 68463 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8056 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446928.000000 Penalty: 21605.181641
Iteration 137Q: 37 clusters Score -2.744693e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3615 members 
Mstep: Class 3 contains 734 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 7121 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 39372 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 13060 members 
Mstep: Class 15 contains 296353 members 
Mstep: Class 16 contains 41190 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6535 members 
Mstep: Class 23 contains 27332 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 68603 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8074 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446926.000000 Penalty: 21605.181641
Iteration 138Q: 37 clusters Score -2.744693e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3623 members 
Mstep: Class 3 contains 735 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 7118 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 39118 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 13038 members 
Mstep: Class 15 contains 296411 members 
Mstep: Class 16 contains 41190 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6537 members 
Mstep: Class 23 contains 27375 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 68753 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8091 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446962.000000 Penalty: 21605.181641
Iteration 139Q: 37 clusters Score -2.744696e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3633 members 
Mstep: Class 3 contains 734 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 7116 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 38890 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 13007 members 
Mstep: Class 15 contains 296482 members 
Mstep: Class 16 contains 41196 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6540 members 
Mstep: Class 23 contains 27408 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 68875 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8106 members 
Mstep: Class 34 contains 1816 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452844.000000 Penalty: 21605.181641
Iteration 140F: 37 clusters Score -2.745284e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 2627 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3642 members 
Mstep: Class 3 contains 734 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3086 members 
Mstep: Class 6 contains 7117 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 38650 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 12985 members 
Mstep: Class 15 contains 296518 members 
Mstep: Class 16 contains 41198 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 142 members 
Mstep: Class 22 contains 6542 members 
Mstep: Class 23 contains 27449 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 69023 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8134 members 
Mstep: Class 34 contains 1817 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455380.000000 Penalty: 21605.181641
Iteration 141Q: 37 clusters Score -2.745538e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3651 members 
Mstep: Class 3 contains 734 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3086 members 
Mstep: Class 6 contains 7116 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 38432 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 12957 members 
Mstep: Class 15 contains 296559 members 
Mstep: Class 16 contains 41194 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6544 members 
Mstep: Class 23 contains 27481 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 69164 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8157 members 
Mstep: Class 34 contains 1820 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455460.000000 Penalty: 21605.181641
Iteration 142Q: 37 clusters Score -2.745546e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3658 members 
Mstep: Class 3 contains 734 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 3085 members 
Mstep: Class 6 contains 7119 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 38228 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 296586 members 
Mstep: Class 16 contains 41181 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 144 members 
Mstep: Class 22 contains 6545 members 
Mstep: Class 23 contains 27512 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 959 members 
Mstep: Class 28 contains 69302 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8192 members 
Mstep: Class 34 contains 1823 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455438.000000 Penalty: 21605.181641
Iteration 143Q: 37 clusters Score -2.745544e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3661 members 
Mstep: Class 3 contains 734 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 3085 members 
Mstep: Class 6 contains 7121 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 38044 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 12890 members 
Mstep: Class 15 contains 296630 members 
Mstep: Class 16 contains 41171 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1537 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 6545 members 
Mstep: Class 23 contains 27544 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 961 members 
Mstep: Class 28 contains 69421 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8216 members 
Mstep: Class 34 contains 1826 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455490.000000 Penalty: 21605.181641
Iteration 144Q: 37 clusters Score -2.745549e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3665 members 
Mstep: Class 3 contains 735 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 7123 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 37840 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 12863 members 
Mstep: Class 15 contains 296673 members 
Mstep: Class 16 contains 41167 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 144 members 
Mstep: Class 22 contains 6545 members 
Mstep: Class 23 contains 27580 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 964 members 
Mstep: Class 28 contains 69544 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8237 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455540.000000 Penalty: 21605.181641
Iteration 145Q: 37 clusters Score -2.745554e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3670 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 3082 members 
Mstep: Class 6 contains 7120 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 37636 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 12837 members 
Mstep: Class 15 contains 296710 members 
Mstep: Class 16 contains 41167 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 144 members 
Mstep: Class 22 contains 6545 members 
Mstep: Class 23 contains 27622 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 965 members 
Mstep: Class 28 contains 69672 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8256 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455544.000000 Penalty: 21605.181641
Iteration 146Q: 37 clusters Score -2.745554e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3681 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 7117 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 37418 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 296751 members 
Mstep: Class 16 contains 41169 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1541 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 144 members 
Mstep: Class 22 contains 6546 members 
Mstep: Class 23 contains 27674 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 966 members 
Mstep: Class 28 contains 69793 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8279 members 
Mstep: Class 34 contains 1836 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455476.000000 Penalty: 21605.181641
Iteration 147Q: 37 clusters Score -2.745548e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 7116 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 37199 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 12764 members 
Mstep: Class 15 contains 296799 members 
Mstep: Class 16 contains 41175 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1541 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 144 members 
Mstep: Class 22 contains 6546 members 
Mstep: Class 23 contains 27722 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 967 members 
Mstep: Class 28 contains 69914 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8305 members 
Mstep: Class 34 contains 1835 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455412.000000 Penalty: 21605.181641
Iteration 148Q: 37 clusters Score -2.745541e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3704 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 3077 members 
Mstep: Class 6 contains 7123 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 36985 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 12711 members 
Mstep: Class 15 contains 296853 members 
Mstep: Class 16 contains 41173 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 144 members 
Mstep: Class 22 contains 6547 members 
Mstep: Class 23 contains 27780 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 967 members 
Mstep: Class 28 contains 70037 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8325 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455408.000000 Penalty: 21605.181641
Iteration 149Q: 37 clusters Score -2.745541e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3718 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 3075 members 
Mstep: Class 6 contains 7124 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 36797 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 12667 members 
Mstep: Class 15 contains 296900 members 
Mstep: Class 16 contains 41171 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1539 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 6548 members 
Mstep: Class 23 contains 27838 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 967 members 
Mstep: Class 28 contains 70140 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8340 members 
Mstep: Class 34 contains 1829 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455372.000000 Penalty: 21605.181641
Iteration 150Q: 37 clusters Score -2.745537e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3739 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 7123 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 36592 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 12621 members 
Mstep: Class 15 contains 296940 members 
Mstep: Class 16 contains 41178 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 6548 members 
Mstep: Class 23 contains 27907 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 967 members 
Mstep: Class 28 contains 70242 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8356 members 
Mstep: Class 34 contains 1829 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455376.000000 Penalty: 21605.181641
Iteration 151Q: 37 clusters Score -2.745538e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3760 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 7122 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 36395 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 12570 members 
Mstep: Class 15 contains 296989 members 
Mstep: Class 16 contains 41170 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1541 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 6548 members 
Mstep: Class 23 contains 27964 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 616 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 967 members 
Mstep: Class 28 contains 70353 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8377 members 
Mstep: Class 34 contains 1827 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455364.000000 Penalty: 21605.181641
Iteration 152Q: 37 clusters Score -2.745536e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3788 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3074 members 
Mstep: Class 6 contains 7116 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 36185 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 12536 members 
Mstep: Class 15 contains 297043 members 
Mstep: Class 16 contains 41163 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 6548 members 
Mstep: Class 23 contains 28029 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 616 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 967 members 
Mstep: Class 28 contains 70447 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8393 members 
Mstep: Class 34 contains 1826 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455294.000000 Penalty: 21605.181641
Iteration 153Q: 37 clusters Score -2.745529e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3812 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 7117 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 35959 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 12497 members 
Mstep: Class 15 contains 297112 members 
Mstep: Class 16 contains 41170 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1541 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 6549 members 
Mstep: Class 23 contains 28079 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 616 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 967 members 
Mstep: Class 28 contains 70545 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8414 members 
Mstep: Class 34 contains 1824 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455270.000000 Penalty: 21605.181641
Iteration 154Q: 37 clusters Score -2.745527e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3831 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 7122 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 35758 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 12451 members 
Mstep: Class 15 contains 297138 members 
Mstep: Class 16 contains 41183 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1543 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 6548 members 
Mstep: Class 23 contains 28134 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 616 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 967 members 
Mstep: Class 28 contains 70656 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8433 members 
Mstep: Class 34 contains 1826 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455292.000000 Penalty: 21605.181641
Iteration 155Q: 37 clusters Score -2.745529e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3851 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 7129 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 35564 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 12407 members 
Mstep: Class 15 contains 297156 members 
Mstep: Class 16 contains 41196 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1542 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 6548 members 
Mstep: Class 23 contains 28178 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 618 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 967 members 
Mstep: Class 28 contains 70776 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8450 members 
Mstep: Class 34 contains 1829 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455384.000000 Penalty: 21605.181641
Iteration 156Q: 37 clusters Score -2.745538e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3868 members 
Mstep: Class 3 contains 738 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3054 members 
Mstep: Class 6 contains 7135 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 35385 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 12362 members 
Mstep: Class 15 contains 297170 members 
Mstep: Class 16 contains 41206 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1541 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 146 members 
Mstep: Class 22 contains 6548 members 
Mstep: Class 23 contains 28223 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 967 members 
Mstep: Class 28 contains 70901 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8460 members 
Mstep: Class 34 contains 1830 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455398.000000 Penalty: 21605.181641
Iteration 157Q: 37 clusters Score -2.74554e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3886 members 
Mstep: Class 3 contains 739 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3048 members 
Mstep: Class 6 contains 7139 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 35205 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 297193 members 
Mstep: Class 16 contains 41215 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1541 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 6547 members 
Mstep: Class 23 contains 28273 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 618 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 966 members 
Mstep: Class 28 contains 71012 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8470 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455434.000000 Penalty: 21605.181641
Iteration 158Q: 37 clusters Score -2.745543e+07 nChanged 509
Entering ConstructFrom: 
Score: -27455434.000000 Penalty: 21605.181641
Entering ConstructFrom: 
Trying to split cluster 1 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -7257.339844 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -7257.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6971.938965 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -6971.939 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7054.004395 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -7054.004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7087.470215 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -7087.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7090.473633 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -7090.474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7091.601562 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -7091.602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7092.282227 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -7092.282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7092.282227 Penalty: 486.152405
	Iteration 6F: 3 clusters Score -7092.282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Entering Unmasked Estep 
Score: -218673.781250 Penalty: 376.273956
	Iteration 0F: 2 clusters Score -218673.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -216005.609375 Penalty: 752.547913
	Iteration 0F: 3 clusters Score -216005.6 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -216961.171875 Penalty: 752.547913
	Iteration 1F: 3 clusters Score -216961.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -217069.109375 Penalty: 752.547913
	Iteration 2F: 3 clusters Score -217069.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -217162.312500 Penalty: 752.547913
	Iteration 3F: 3 clusters Score -217162.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -217255.125000 Penalty: 752.547913
	Iteration 4F: 3 clusters Score -217255.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -217389.203125 Penalty: 752.547913
	Iteration 5Q: 3 clusters Score -217389.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -217556.421875 Penalty: 752.547913
	Iteration 6F: 3 clusters Score -217556.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -217708.109375 Penalty: 752.547913
	Iteration 7F: 3 clusters Score -217708.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -217866.406250 Penalty: 752.547913
	Iteration 8F: 3 clusters Score -217866.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -217996.031250 Penalty: 752.547913
	Iteration 9F: 3 clusters Score -217996 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -218081.421875 Penalty: 752.547913
	Iteration 10Q: 3 clusters Score -218081.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -218151.984375 Penalty: 752.547913
	Iteration 11Q: 3 clusters Score -218152 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -218218.000000 Penalty: 752.547913
	Iteration 12Q: 3 clusters Score -218218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -218272.609375 Penalty: 752.547913
	Iteration 13Q: 3 clusters Score -218272.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -218316.234375 Penalty: 752.547913
	Iteration 14Q: 3 clusters Score -218316.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -218346.062500 Penalty: 752.547913
	Iteration 15Q: 3 clusters Score -218346.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -218365.015625 Penalty: 752.547913
	Iteration 16Q: 3 clusters Score -218365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -218372.437500 Penalty: 752.547913
	Iteration 17Q: 3 clusters Score -218372.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -218376.718750 Penalty: 752.547913
	Iteration 18Q: 3 clusters Score -218376.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -218381.109375 Penalty: 752.547913
	Iteration 19Q: 3 clusters Score -218381.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -218384.609375 Penalty: 752.547913
	Iteration 20F: 3 clusters Score -218384.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -218386.859375 Penalty: 752.547913
	Iteration 21Q: 3 clusters Score -218386.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -218388.000000 Penalty: 752.547913
	Iteration 22Q: 3 clusters Score -218388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -218389.218750 Penalty: 752.547913
	Iteration 23Q: 3 clusters Score -218389.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -218389.890625 Penalty: 752.547913
	Iteration 24Q: 3 clusters Score -218389.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -218391.656250 Penalty: 752.547913
	Iteration 25Q: 3 clusters Score -218391.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -218392.765625 Penalty: 752.547913
	Iteration 26Q: 3 clusters Score -218392.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -218393.718750 Penalty: 752.547913
	Iteration 27Q: 3 clusters Score -218393.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -218393.828125 Penalty: 752.547913
	Iteration 28Q: 3 clusters Score -218393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -218394.062500 Penalty: 752.547913
	Iteration 29Q: 3 clusters Score -218394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -218393.843750 Penalty: 752.547913
	Iteration 30Q: 3 clusters Score -218393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -218394.375000 Penalty: 752.547913
	Iteration 31Q: 3 clusters Score -218394.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -218394.562500 Penalty: 752.547913
	Iteration 32Q: 3 clusters Score -218394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -218394.625000 Penalty: 752.547913
	Iteration 33Q: 3 clusters Score -218394.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -218394.625000 Penalty: 752.547913
	Iteration 34F: 3 clusters Score -218394.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -39827.300781 Penalty: 300.417755
	Iteration 0F: 2 clusters Score -39827.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39194.031250 Penalty: 600.835510
	Iteration 0F: 3 clusters Score -39194.03 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -39348.714844 Penalty: 600.835510
	Iteration 1F: 3 clusters Score -39348.71 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -39379.652344 Penalty: 600.835510
	Iteration 2F: 3 clusters Score -39379.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -39391.734375 Penalty: 600.835510
	Iteration 3Q: 3 clusters Score -39391.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39401.593750 Penalty: 600.835510
	Iteration 4Q: 3 clusters Score -39401.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -39407.074219 Penalty: 600.835510
	Iteration 5Q: 3 clusters Score -39407.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -39409.898438 Penalty: 600.835510
	Iteration 6Q: 3 clusters Score -39409.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -39412.347656 Penalty: 600.835510
	Iteration 7Q: 3 clusters Score -39412.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39415.269531 Penalty: 600.835510
	Iteration 8Q: 3 clusters Score -39415.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -39419.289062 Penalty: 600.835510
	Iteration 9Q: 3 clusters Score -39419.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39423.023438 Penalty: 600.835510
	Iteration 10Q: 3 clusters Score -39423.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39426.671875 Penalty: 600.835510
	Iteration 11Q: 3 clusters Score -39426.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39433.886719 Penalty: 600.835510
	Iteration 12Q: 3 clusters Score -39433.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -39438.882812 Penalty: 600.835510
	Iteration 13Q: 3 clusters Score -39438.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -39443.574219 Penalty: 600.835510
	Iteration 14Q: 3 clusters Score -39443.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -39447.558594 Penalty: 600.835510
	Iteration 15Q: 3 clusters Score -39447.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -39451.437500 Penalty: 600.835510
	Iteration 16Q: 3 clusters Score -39451.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -39456.500000 Penalty: 600.835510
	Iteration 17Q: 3 clusters Score -39456.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -39458.933594 Penalty: 600.835510
	Iteration 18Q: 3 clusters Score -39458.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -39459.851562 Penalty: 600.835510
	Iteration 19Q: 3 clusters Score -39459.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -39460.917969 Penalty: 600.835510
	Iteration 20F: 3 clusters Score -39460.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -39461.433594 Penalty: 600.835510
	Iteration 21Q: 3 clusters Score -39461.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -39461.636719 Penalty: 600.835510
	Iteration 22Q: 3 clusters Score -39461.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -39462.007812 Penalty: 600.835510
	Iteration 23Q: 3 clusters Score -39462.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -39462.101562 Penalty: 600.835510
	Iteration 24Q: 3 clusters Score -39462.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -39462.281250 Penalty: 600.835510
	Iteration 25Q: 3 clusters Score -39462.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -39462.281250 Penalty: 600.835510
	Iteration 26F: 3 clusters Score -39462.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -23224.056641 Penalty: 285.157623
	Iteration 0F: 2 clusters Score -23224.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22723.638672 Penalty: 570.315247
	Iteration 0F: 3 clusters Score -22723.64 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22885.140625 Penalty: 570.315247
	Iteration 1F: 3 clusters Score -22885.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -22963.621094 Penalty: 570.315247
	Iteration 2F: 3 clusters Score -22963.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -23038.251953 Penalty: 570.315247
	Iteration 3F: 3 clusters Score -23038.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -23109.005859 Penalty: 570.315247
	Iteration 4F: 3 clusters Score -23109.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23140.726562 Penalty: 570.315247
	Iteration 5Q: 3 clusters Score -23140.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23155.289062 Penalty: 570.315247
	Iteration 6Q: 3 clusters Score -23155.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -23165.224609 Penalty: 570.315247
	Iteration 7Q: 3 clusters Score -23165.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23174.179688 Penalty: 570.315247
	Iteration 8Q: 3 clusters Score -23174.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23187.031250 Penalty: 570.315247
	Iteration 9Q: 3 clusters Score -23187.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -23204.000000 Penalty: 570.315247
	Iteration 10Q: 3 clusters Score -23204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -23220.525391 Penalty: 570.315247
	Iteration 11Q: 3 clusters Score -23220.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -23227.521484 Penalty: 570.315247
	Iteration 12Q: 3 clusters Score -23227.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23231.761719 Penalty: 570.315247
	Iteration 13Q: 3 clusters Score -23231.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23236.736328 Penalty: 570.315247
	Iteration 14Q: 3 clusters Score -23236.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23240.207031 Penalty: 570.315247
	Iteration 15Q: 3 clusters Score -23240.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23248.466797 Penalty: 570.315247
	Iteration 16Q: 3 clusters Score -23248.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23260.447266 Penalty: 570.315247
	Iteration 17Q: 3 clusters Score -23260.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23268.007812 Penalty: 570.315247
	Iteration 18Q: 3 clusters Score -23268.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23271.671875 Penalty: 570.315247
	Iteration 19Q: 3 clusters Score -23271.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23275.310547 Penalty: 570.315247
	Iteration 20F: 3 clusters Score -23275.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23276.351562 Penalty: 570.315247
	Iteration 21Q: 3 clusters Score -23276.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23277.328125 Penalty: 570.315247
	Iteration 22Q: 3 clusters Score -23277.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23279.500000 Penalty: 570.315247
	Iteration 23Q: 3 clusters Score -23279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23280.177734 Penalty: 570.315247
	Iteration 24Q: 3 clusters Score -23280.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23280.177734 Penalty: 570.315247
	Iteration 25F: 3 clusters Score -23280.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 7144 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 35031 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 12282 members 
Mstep: Class 15 contains 297179 members 
Mstep: Class 16 contains 41220 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 28338 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 966 members 
Mstep: Class 28 contains 71136 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8489 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 252 members 
Entering Unmasked Estep 
Score: -27455186.000000 Penalty: 22205.326172
Splitting cluster 4 changes total score from -27455434.000000 to -27455186.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Entering Unmasked Estep 
Score: -154039.593750 Penalty: 364.907318
	Iteration 0F: 2 clusters Score -154039.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -151970.937500 Penalty: 729.814636
	Iteration 0F: 3 clusters Score -151970.9 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -152898.593750 Penalty: 729.814636
	Iteration 1F: 3 clusters Score -152898.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -153127.578125 Penalty: 729.814636
	Iteration 2F: 3 clusters Score -153127.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -153340.812500 Penalty: 729.814636
	Iteration 3F: 3 clusters Score -153340.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -153523.406250 Penalty: 729.814636
	Iteration 4F: 3 clusters Score -153523.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -153649.375000 Penalty: 729.814636
	Iteration 5F: 3 clusters Score -153649.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -153741.000000 Penalty: 729.814636
	Iteration 6Q: 3 clusters Score -153741 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -153815.296875 Penalty: 729.814636
	Iteration 7Q: 3 clusters Score -153815.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -153863.859375 Penalty: 729.814636
	Iteration 8Q: 3 clusters Score -153863.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -153876.718750 Penalty: 729.814636
	Iteration 9Q: 3 clusters Score -153876.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -153883.312500 Penalty: 729.814636
	Iteration 10Q: 3 clusters Score -153883.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153886.203125 Penalty: 729.814636
	Iteration 11Q: 3 clusters Score -153886.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -153887.453125 Penalty: 729.814636
	Iteration 12Q: 3 clusters Score -153887.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -153887.718750 Penalty: 729.814636
	Iteration 13Q: 3 clusters Score -153887.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -153888.250000 Penalty: 729.814636
	Iteration 14Q: 3 clusters Score -153888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -153888.234375 Penalty: 729.814636
	Iteration 15Q: 3 clusters Score -153888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -153888.593750 Penalty: 729.814636
	Iteration 16Q: 3 clusters Score -153888.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -153888.593750 Penalty: 729.814636
	Iteration 17Q: 3 clusters Score -153888.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -153888.937500 Penalty: 729.814636
	Iteration 18Q: 3 clusters Score -153888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -153889.062500 Penalty: 729.814636
	Iteration 19Q: 3 clusters Score -153889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -153889.125000 Penalty: 729.814636
	Iteration 20F: 3 clusters Score -153889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -153889.140625 Penalty: 729.814636
	Iteration 21Q: 3 clusters Score -153889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -153889.140625 Penalty: 729.814636
	Iteration 22F: 3 clusters Score -153889.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Entering Unmasked Estep 
Score: -378612.875000 Penalty: 403.768280
	Iteration 0F: 2 clusters Score -378612.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -373824.187500 Penalty: 807.536560
	Iteration 0F: 3 clusters Score -373824.2 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -375776.375000 Penalty: 807.536560
	Iteration 1F: 3 clusters Score -375776.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -376089.062500 Penalty: 807.536560
	Iteration 2F: 3 clusters Score -376089.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -376452.062500 Penalty: 807.536560
	Iteration 3F: 3 clusters Score -376452.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -376833.843750 Penalty: 807.536560
	Iteration 4F: 3 clusters Score -376833.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -377168.937500 Penalty: 807.536560
	Iteration 5F: 3 clusters Score -377168.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -377384.750000 Penalty: 807.536560
	Iteration 6F: 3 clusters Score -377384.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -377490.656250 Penalty: 807.536560
	Iteration 7Q: 3 clusters Score -377490.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -377563.156250 Penalty: 807.536560
	Iteration 8Q: 3 clusters Score -377563.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -377617.687500 Penalty: 807.536560
	Iteration 9Q: 3 clusters Score -377617.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -377658.750000 Penalty: 807.536560
	Iteration 10Q: 3 clusters Score -377658.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -377692.875000 Penalty: 807.536560
	Iteration 11Q: 3 clusters Score -377692.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -377732.000000 Penalty: 807.536560
	Iteration 12Q: 3 clusters Score -377732 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -377774.156250 Penalty: 807.536560
	Iteration 13Q: 3 clusters Score -377774.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -377807.156250 Penalty: 807.536560
	Iteration 14Q: 3 clusters Score -377807.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -377840.437500 Penalty: 807.536560
	Iteration 15Q: 3 clusters Score -377840.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -377867.500000 Penalty: 807.536560
	Iteration 16Q: 3 clusters Score -377867.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -377896.843750 Penalty: 807.536560
	Iteration 17Q: 3 clusters Score -377896.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -377927.343750 Penalty: 807.536560
	Iteration 18Q: 3 clusters Score -377927.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -377949.875000 Penalty: 807.536560
	Iteration 19Q: 3 clusters Score -377949.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -377967.625000 Penalty: 807.536560
	Iteration 20F: 3 clusters Score -377967.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -377983.593750 Penalty: 807.536560
	Iteration 21Q: 3 clusters Score -377983.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -378002.375000 Penalty: 807.536560
	Iteration 22Q: 3 clusters Score -378002.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -378021.312500 Penalty: 807.536560
	Iteration 23Q: 3 clusters Score -378021.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -378035.531250 Penalty: 807.536560
	Iteration 24Q: 3 clusters Score -378035.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -378042.250000 Penalty: 807.536560
	Iteration 25Q: 3 clusters Score -378042.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -378051.875000 Penalty: 807.536560
	Iteration 26Q: 3 clusters Score -378051.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -378060.500000 Penalty: 807.536560
	Iteration 27Q: 3 clusters Score -378060.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -378068.218750 Penalty: 807.536560
	Iteration 28Q: 3 clusters Score -378068.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -378077.156250 Penalty: 807.536560
	Iteration 29Q: 3 clusters Score -378077.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -378083.750000 Penalty: 807.536560
	Iteration 30Q: 3 clusters Score -378083.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -378090.406250 Penalty: 807.536560
	Iteration 31Q: 3 clusters Score -378090.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -378095.781250 Penalty: 807.536560
	Iteration 32Q: 3 clusters Score -378095.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -378099.937500 Penalty: 807.536560
	Iteration 33Q: 3 clusters Score -378099.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -378102.781250 Penalty: 807.536560
	Iteration 34Q: 3 clusters Score -378102.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -378105.875000 Penalty: 807.536560
	Iteration 35Q: 3 clusters Score -378105.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -378108.593750 Penalty: 807.536560
	Iteration 36Q: 3 clusters Score -378108.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -378112.968750 Penalty: 807.536560
	Iteration 37Q: 3 clusters Score -378113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -378114.000000 Penalty: 807.536560
	Iteration 38Q: 3 clusters Score -378114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -378116.156250 Penalty: 807.536560
	Iteration 39Q: 3 clusters Score -378116.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -378116.968750 Penalty: 807.536560
	Iteration 40F: 3 clusters Score -378117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -378119.593750 Penalty: 807.536560
	Iteration 41Q: 3 clusters Score -378119.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -378122.062500 Penalty: 807.536560
	Iteration 42Q: 3 clusters Score -378122.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -378126.062500 Penalty: 807.536560
	Iteration 43Q: 3 clusters Score -378126.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -378132.875000 Penalty: 807.536560
	Iteration 44Q: 3 clusters Score -378132.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -378138.781250 Penalty: 807.536560
	Iteration 45Q: 3 clusters Score -378138.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -378144.062500 Penalty: 807.536560
	Iteration 46Q: 3 clusters Score -378144.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -378151.187500 Penalty: 807.536560
	Iteration 47Q: 3 clusters Score -378151.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -378157.281250 Penalty: 807.536560
	Iteration 48Q: 3 clusters Score -378157.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -378161.468750 Penalty: 807.536560
	Iteration 49Q: 3 clusters Score -378161.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -378164.843750 Penalty: 807.536560
	Iteration 50Q: 3 clusters Score -378164.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -378168.656250 Penalty: 807.536560
	Iteration 51Q: 3 clusters Score -378168.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -378172.343750 Penalty: 807.536560
	Iteration 52Q: 3 clusters Score -378172.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -378176.343750 Penalty: 807.536560
	Iteration 53Q: 3 clusters Score -378176.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -378179.281250 Penalty: 807.536560
	Iteration 54Q: 3 clusters Score -378179.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -378182.125000 Penalty: 807.536560
	Iteration 55Q: 3 clusters Score -378182.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -378185.500000 Penalty: 807.536560
	Iteration 56Q: 3 clusters Score -378185.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -378190.000000 Penalty: 807.536560
	Iteration 57Q: 3 clusters Score -378190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -378193.312500 Penalty: 807.536560
	Iteration 58Q: 3 clusters Score -378193.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -378194.312500 Penalty: 807.536560
	Iteration 59Q: 3 clusters Score -378194.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -378194.875000 Penalty: 807.536560
	Iteration 60F: 3 clusters Score -378194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -378195.468750 Penalty: 807.536560
	Iteration 61Q: 3 clusters Score -378195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -378196.125000 Penalty: 807.536560
	Iteration 62Q: 3 clusters Score -378196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -378195.968750 Penalty: 807.536560
	Iteration 63Q: 3 clusters Score -378196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -378196.125000 Penalty: 807.536560
	Iteration 64Q: 3 clusters Score -378196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -378196.843750 Penalty: 807.536560
	Iteration 65Q: 3 clusters Score -378196.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -378196.843750 Penalty: 807.536560
	Iteration 66F: 3 clusters Score -378196.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3702.421143 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3702.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3522.345215 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3522.345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3548.820801 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3548.821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3550.537842 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3550.538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3552.567139 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -3552.567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3557.224609 Penalty: 389.176636
	Iteration 4Q: 3 clusters Score -3557.225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3561.246582 Penalty: 389.176636
	Iteration 5Q: 3 clusters Score -3561.247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3561.246582 Penalty: 389.176636
	Iteration 6F: 3 clusters Score -3561.247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -11514.793945 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -11514.79 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 131 members 
Entering Unmasked Estep 
Score: -11201.167969 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -11201.17 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11319.125977 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -11319.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11342.780273 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -11342.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11357.010742 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -11357.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11367.800781 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -11367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11372.170898 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -11372.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11374.776367 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -11374.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11380.260742 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -11380.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -11388.568359 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -11388.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -11390.295898 Penalty: 507.411377
	Iteration 9Q: 3 clusters Score -11390.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -11393.348633 Penalty: 507.411377
	Iteration 10Q: 3 clusters Score -11393.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -11396.247070 Penalty: 507.411377
	Iteration 11Q: 3 clusters Score -11396.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -11396.247070 Penalty: 507.411377
	Iteration 12F: 3 clusters Score -11396.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Entering Unmasked Estep 
Score: -196530.703125 Penalty: 375.840637
	Iteration 0F: 2 clusters Score -196530.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -193921.812500 Penalty: 751.681274
	Iteration 0F: 3 clusters Score -193921.8 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -194959.640625 Penalty: 751.681274
	Iteration 1F: 3 clusters Score -194959.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -195111.312500 Penalty: 751.681274
	Iteration 2F: 3 clusters Score -195111.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -195247.031250 Penalty: 751.681274
	Iteration 3F: 3 clusters Score -195247 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -195408.343750 Penalty: 751.681274
	Iteration 4F: 3 clusters Score -195408.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -195610.031250 Penalty: 751.681274
	Iteration 5F: 3 clusters Score -195610 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -195813.953125 Penalty: 751.681274
	Iteration 6F: 3 clusters Score -195814 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -195967.640625 Penalty: 751.681274
	Iteration 7Q: 3 clusters Score -195967.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -196089.890625 Penalty: 751.681274
	Iteration 8Q: 3 clusters Score -196089.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -196164.828125 Penalty: 751.681274
	Iteration 9Q: 3 clusters Score -196164.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -196217.093750 Penalty: 751.681274
	Iteration 10Q: 3 clusters Score -196217.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -196237.312500 Penalty: 751.681274
	Iteration 11Q: 3 clusters Score -196237.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -196247.390625 Penalty: 751.681274
	Iteration 12Q: 3 clusters Score -196247.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -196254.062500 Penalty: 751.681274
	Iteration 13Q: 3 clusters Score -196254.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -196258.093750 Penalty: 751.681274
	Iteration 14Q: 3 clusters Score -196258.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -196261.953125 Penalty: 751.681274
	Iteration 15Q: 3 clusters Score -196262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -196262.937500 Penalty: 751.681274
	Iteration 16Q: 3 clusters Score -196262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -196263.218750 Penalty: 751.681274
	Iteration 17Q: 3 clusters Score -196263.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -196263.218750 Penalty: 751.681274
	Iteration 18F: 3 clusters Score -196263.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Entering Unmasked Estep 
Score: -1897047.875000 Penalty: 476.111481
	Iteration 0F: 2 clusters Score -1897048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -1873753.375000 Penalty: 952.222961
	Iteration 0F: 3 clusters Score -1873753 nChanged 16803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -1883599.875000 Penalty: 952.222961
	Iteration 1F: 3 clusters Score -1883600 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -1884095.750000 Penalty: 952.222961
	Iteration 2Q: 3 clusters Score -1884096 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -1884663.500000 Penalty: 952.222961
	Iteration 3Q: 3 clusters Score -1884664 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -1885315.750000 Penalty: 952.222961
	Iteration 4Q: 3 clusters Score -1885316 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -1886311.250000 Penalty: 952.222961
	Iteration 5F: 3 clusters Score -1886311 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -1887616.625000 Penalty: 952.222961
	Iteration 6F: 3 clusters Score -1887617 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -1889247.750000 Penalty: 952.222961
	Iteration 7F: 3 clusters Score -1889248 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -1891199.375000 Penalty: 952.222961
	Iteration 8F: 3 clusters Score -1891199 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -1893204.375000 Penalty: 952.222961
	Iteration 9F: 3 clusters Score -1893204 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -1894688.500000 Penalty: 952.222961
	Iteration 10Q: 3 clusters Score -1894688 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -1895341.375000 Penalty: 952.222961
	Iteration 11Q: 3 clusters Score -1895341 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -1895716.250000 Penalty: 952.222961
	Iteration 12Q: 3 clusters Score -1895716 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -1895941.500000 Penalty: 952.222961
	Iteration 13Q: 3 clusters Score -1895942 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -1896101.125000 Penalty: 952.222961
	Iteration 14Q: 3 clusters Score -1896101 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -1896205.625000 Penalty: 952.222961
	Iteration 15Q: 3 clusters Score -1896206 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -1896305.250000 Penalty: 952.222961
	Iteration 16Q: 3 clusters Score -1896305 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -1896367.500000 Penalty: 952.222961
	Iteration 17Q: 3 clusters Score -1896368 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -1896419.250000 Penalty: 952.222961
	Iteration 18Q: 3 clusters Score -1896419 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -1896457.125000 Penalty: 952.222961
	Iteration 19Q: 3 clusters Score -1896457 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -1896488.375000 Penalty: 952.222961
	Iteration 20F: 3 clusters Score -1896488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -1896511.625000 Penalty: 952.222961
	Iteration 21Q: 3 clusters Score -1896512 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -1896532.875000 Penalty: 952.222961
	Iteration 22Q: 3 clusters Score -1896533 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -1896555.125000 Penalty: 952.222961
	Iteration 23Q: 3 clusters Score -1896555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -1896564.375000 Penalty: 952.222961
	Iteration 24Q: 3 clusters Score -1896564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -1896574.125000 Penalty: 952.222961
	Iteration 25Q: 3 clusters Score -1896574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -1896578.875000 Penalty: 952.222961
	Iteration 26Q: 3 clusters Score -1896579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -1896585.250000 Penalty: 952.222961
	Iteration 27Q: 3 clusters Score -1896585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -1896589.250000 Penalty: 952.222961
	Iteration 28Q: 3 clusters Score -1896589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -1896597.000000 Penalty: 952.222961
	Iteration 29Q: 3 clusters Score -1896597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -1896601.000000 Penalty: 952.222961
	Iteration 30Q: 3 clusters Score -1896601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -1896605.125000 Penalty: 952.222961
	Iteration 31Q: 3 clusters Score -1896605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -1896609.000000 Penalty: 952.222961
	Iteration 32Q: 3 clusters Score -1896609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -1896613.250000 Penalty: 952.222961
	Iteration 33Q: 3 clusters Score -1896613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -1896617.750000 Penalty: 952.222961
	Iteration 34Q: 3 clusters Score -1896618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -1896619.250000 Penalty: 952.222961
	Iteration 35Q: 3 clusters Score -1896619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -1896623.625000 Penalty: 952.222961
	Iteration 36Q: 3 clusters Score -1896624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -1896625.750000 Penalty: 952.222961
	Iteration 37Q: 3 clusters Score -1896626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -1896628.375000 Penalty: 952.222961
	Iteration 38Q: 3 clusters Score -1896628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -1896630.000000 Penalty: 952.222961
	Iteration 39Q: 3 clusters Score -1896630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -1896631.125000 Penalty: 952.222961
	Iteration 40F: 3 clusters Score -1896631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -1896629.875000 Penalty: 952.222961
	Iteration 41Q: 3 clusters Score -1896630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -1896630.500000 Penalty: 952.222961
	Iteration 42Q: 3 clusters Score -1896630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -1896631.500000 Penalty: 952.222961
	Iteration 43Q: 3 clusters Score -1896632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -1896632.500000 Penalty: 952.222961
	Iteration 44Q: 3 clusters Score -1896632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -1896635.750000 Penalty: 952.222961
	Iteration 45Q: 3 clusters Score -1896636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -1896635.125000 Penalty: 952.222961
	Iteration 46Q: 3 clusters Score -1896635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -1896636.625000 Penalty: 952.222961
	Iteration 47Q: 3 clusters Score -1896637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -1896639.875000 Penalty: 952.222961
	Iteration 48Q: 3 clusters Score -1896640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -1896640.000000 Penalty: 952.222961
	Iteration 49Q: 3 clusters Score -1896640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -1896641.625000 Penalty: 952.222961
	Iteration 50Q: 3 clusters Score -1896642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -1896640.625000 Penalty: 952.222961
	Iteration 51Q: 3 clusters Score -1896641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -1896642.000000 Penalty: 952.222961
	Iteration 52Q: 3 clusters Score -1896642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -1896640.875000 Penalty: 952.222961
	Iteration 53Q: 3 clusters Score -1896641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -1896642.500000 Penalty: 952.222961
	Iteration 54Q: 3 clusters Score -1896642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -1896641.625000 Penalty: 952.222961
	Iteration 55Q: 3 clusters Score -1896642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -1896641.375000 Penalty: 952.222961
	Iteration 56Q: 3 clusters Score -1896641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -1896641.375000 Penalty: 952.222961
	Iteration 57F: 3 clusters Score -1896641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -28376.083984 Penalty: 288.566528
	Iteration 0F: 2 clusters Score -28376.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27855.197266 Penalty: 577.133057
	Iteration 0F: 3 clusters Score -27855.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27982.324219 Penalty: 577.133057
	Iteration 1F: 3 clusters Score -27982.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28026.146484 Penalty: 577.133057
	Iteration 2F: 3 clusters Score -28026.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28052.552734 Penalty: 577.133057
	Iteration 3F: 3 clusters Score -28052.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28067.708984 Penalty: 577.133057
	Iteration 4Q: 3 clusters Score -28067.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28076.890625 Penalty: 577.133057
	Iteration 5Q: 3 clusters Score -28076.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28080.535156 Penalty: 577.133057
	Iteration 6Q: 3 clusters Score -28080.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28085.283203 Penalty: 577.133057
	Iteration 7Q: 3 clusters Score -28085.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28087.197266 Penalty: 577.133057
	Iteration 8Q: 3 clusters Score -28087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28088.251953 Penalty: 577.133057
	Iteration 9Q: 3 clusters Score -28088.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28089.289062 Penalty: 577.133057
	Iteration 10Q: 3 clusters Score -28089.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28089.892578 Penalty: 577.133057
	Iteration 11Q: 3 clusters Score -28089.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28091.746094 Penalty: 577.133057
	Iteration 12Q: 3 clusters Score -28091.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28093.660156 Penalty: 577.133057
	Iteration 13Q: 3 clusters Score -28093.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28095.861328 Penalty: 577.133057
	Iteration 14Q: 3 clusters Score -28095.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28096.519531 Penalty: 577.133057
	Iteration 15Q: 3 clusters Score -28096.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28096.519531 Penalty: 577.133057
	Iteration 16F: 3 clusters Score -28096.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -27044.130859 Penalty: 284.373871
	Iteration 0F: 2 clusters Score -27044.13 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 235 members 
Entering Unmasked Estep 
Score: -26539.855469 Penalty: 568.747742
	Iteration 0F: 3 clusters Score -26539.86 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26660.439453 Penalty: 568.747742
	Iteration 1F: 3 clusters Score -26660.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26696.988281 Penalty: 568.747742
	Iteration 2F: 3 clusters Score -26696.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26720.265625 Penalty: 568.747742
	Iteration 3F: 3 clusters Score -26720.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26741.671875 Penalty: 568.747742
	Iteration 4Q: 3 clusters Score -26741.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26748.369141 Penalty: 568.747742
	Iteration 5Q: 3 clusters Score -26748.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26752.544922 Penalty: 568.747742
	Iteration 6Q: 3 clusters Score -26752.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26756.800781 Penalty: 568.747742
	Iteration 7Q: 3 clusters Score -26756.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26763.273438 Penalty: 568.747742
	Iteration 8Q: 3 clusters Score -26763.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26767.861328 Penalty: 568.747742
	Iteration 9Q: 3 clusters Score -26767.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26772.388672 Penalty: 568.747742
	Iteration 10Q: 3 clusters Score -26772.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26776.615234 Penalty: 568.747742
	Iteration 11Q: 3 clusters Score -26776.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26779.349609 Penalty: 568.747742
	Iteration 12Q: 3 clusters Score -26779.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26782.212891 Penalty: 568.747742
	Iteration 13Q: 3 clusters Score -26782.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26786.314453 Penalty: 568.747742
	Iteration 14Q: 3 clusters Score -26786.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26789.671875 Penalty: 568.747742
	Iteration 15Q: 3 clusters Score -26789.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26790.484375 Penalty: 568.747742
	Iteration 16Q: 3 clusters Score -26790.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26790.841797 Penalty: 568.747742
	Iteration 17Q: 3 clusters Score -26790.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26790.841797 Penalty: 568.747742
	Iteration 18F: 3 clusters Score -26790.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -73667.171875 Penalty: 328.593506
	Iteration 0F: 2 clusters Score -73667.17 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 686 members 
Entering Unmasked Estep 
Score: -72658.453125 Penalty: 657.187012
	Iteration 0F: 3 clusters Score -72658.45 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -72903.031250 Penalty: 657.187012
	Iteration 1F: 3 clusters Score -72903.03 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -72948.328125 Penalty: 657.187012
	Iteration 2F: 3 clusters Score -72948.33 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -72989.679688 Penalty: 657.187012
	Iteration 3Q: 3 clusters Score -72989.68 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -73041.562500 Penalty: 657.187012
	Iteration 4Q: 3 clusters Score -73041.56 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -73119.398438 Penalty: 657.187012
	Iteration 5F: 3 clusters Score -73119.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -73252.875000 Penalty: 657.187012
	Iteration 6F: 3 clusters Score -73252.88 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -73413.453125 Penalty: 657.187012
	Iteration 7F: 3 clusters Score -73413.45 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -73486.507812 Penalty: 657.187012
	Iteration 8F: 3 clusters Score -73486.51 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -73527.421875 Penalty: 657.187012
	Iteration 9Q: 3 clusters Score -73527.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -73543.734375 Penalty: 657.187012
	Iteration 10Q: 3 clusters Score -73543.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -73550.828125 Penalty: 657.187012
	Iteration 11Q: 3 clusters Score -73550.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -73552.992188 Penalty: 657.187012
	Iteration 12Q: 3 clusters Score -73552.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -73554.531250 Penalty: 657.187012
	Iteration 13Q: 3 clusters Score -73554.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -73555.351562 Penalty: 657.187012
	Iteration 14Q: 3 clusters Score -73555.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -73556.281250 Penalty: 657.187012
	Iteration 15Q: 3 clusters Score -73556.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -73556.375000 Penalty: 657.187012
	Iteration 16Q: 3 clusters Score -73556.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -73556.375000 Penalty: 657.187012
	Iteration 17F: 3 clusters Score -73556.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Entering Unmasked Estep 
Score: -661887.500000 Penalty: 428.422974
	Iteration 0F: 2 clusters Score -661887.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -653683.875000 Penalty: 856.845947
	Iteration 0F: 3 clusters Score -653683.9 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -656870.187500 Penalty: 856.845947
	Iteration 1F: 3 clusters Score -656870.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -657053.250000 Penalty: 856.845947
	Iteration 2Q: 3 clusters Score -657053.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -657242.187500 Penalty: 856.845947
	Iteration 3Q: 3 clusters Score -657242.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -657490.437500 Penalty: 856.845947
	Iteration 4Q: 3 clusters Score -657490.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -657819.812500 Penalty: 856.845947
	Iteration 5F: 3 clusters Score -657819.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -658315.125000 Penalty: 856.845947
	Iteration 6F: 3 clusters Score -658315.1 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -658948.312500 Penalty: 856.845947
	Iteration 7F: 3 clusters Score -658948.3 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -659436.500000 Penalty: 856.845947
	Iteration 8F: 3 clusters Score -659436.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -659674.875000 Penalty: 856.845947
	Iteration 9Q: 3 clusters Score -659674.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -659819.500000 Penalty: 856.845947
	Iteration 10Q: 3 clusters Score -659819.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -659934.437500 Penalty: 856.845947
	Iteration 11Q: 3 clusters Score -659934.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -660034.437500 Penalty: 856.845947
	Iteration 12Q: 3 clusters Score -660034.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -660151.500000 Penalty: 856.845947
	Iteration 13Q: 3 clusters Score -660151.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -660264.625000 Penalty: 856.845947
	Iteration 14Q: 3 clusters Score -660264.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -660398.000000 Penalty: 856.845947
	Iteration 15Q: 3 clusters Score -660398 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -660516.937500 Penalty: 856.845947
	Iteration 16Q: 3 clusters Score -660516.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -660645.875000 Penalty: 856.845947
	Iteration 17Q: 3 clusters Score -660645.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -660781.500000 Penalty: 856.845947
	Iteration 18Q: 3 clusters Score -660781.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -660901.000000 Penalty: 856.845947
	Iteration 19Q: 3 clusters Score -660901 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -660997.250000 Penalty: 856.845947
	Iteration 20F: 3 clusters Score -660997.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -661082.625000 Penalty: 856.845947
	Iteration 21Q: 3 clusters Score -661082.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -661160.812500 Penalty: 856.845947
	Iteration 22Q: 3 clusters Score -661160.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -661236.812500 Penalty: 856.845947
	Iteration 23Q: 3 clusters Score -661236.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -661292.937500 Penalty: 856.845947
	Iteration 24Q: 3 clusters Score -661292.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -661346.250000 Penalty: 856.845947
	Iteration 25Q: 3 clusters Score -661346.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -661391.312500 Penalty: 856.845947
	Iteration 26Q: 3 clusters Score -661391.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -661432.375000 Penalty: 856.845947
	Iteration 27Q: 3 clusters Score -661432.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -661454.812500 Penalty: 856.845947
	Iteration 28Q: 3 clusters Score -661454.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -661470.437500 Penalty: 856.845947
	Iteration 29Q: 3 clusters Score -661470.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -661475.187500 Penalty: 856.845947
	Iteration 30Q: 3 clusters Score -661475.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -661480.875000 Penalty: 856.845947
	Iteration 31Q: 3 clusters Score -661480.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -661483.625000 Penalty: 856.845947
	Iteration 32Q: 3 clusters Score -661483.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -661485.437500 Penalty: 856.845947
	Iteration 33Q: 3 clusters Score -661485.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -661487.687500 Penalty: 856.845947
	Iteration 34Q: 3 clusters Score -661487.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -661490.937500 Penalty: 856.845947
	Iteration 35Q: 3 clusters Score -661490.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -661491.125000 Penalty: 856.845947
	Iteration 36Q: 3 clusters Score -661491.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -661491.562500 Penalty: 856.845947
	Iteration 37Q: 3 clusters Score -661491.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -661491.937500 Penalty: 856.845947
	Iteration 38Q: 3 clusters Score -661491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -661491.000000 Penalty: 856.845947
	Iteration 39Q: 3 clusters Score -661491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -661492.312500 Penalty: 856.845947
	Iteration 40F: 3 clusters Score -661492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -661492.875000 Penalty: 856.845947
	Iteration 41Q: 3 clusters Score -661492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -661493.375000 Penalty: 856.845947
	Iteration 42Q: 3 clusters Score -661493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -661494.625000 Penalty: 856.845947
	Iteration 43Q: 3 clusters Score -661494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -661495.875000 Penalty: 856.845947
	Iteration 44Q: 3 clusters Score -661495.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -661497.312500 Penalty: 856.845947
	Iteration 45Q: 3 clusters Score -661497.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -661499.312500 Penalty: 856.845947
	Iteration 46Q: 3 clusters Score -661499.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -661501.437500 Penalty: 856.845947
	Iteration 47Q: 3 clusters Score -661501.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -661503.125000 Penalty: 856.845947
	Iteration 48Q: 3 clusters Score -661503.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -661503.875000 Penalty: 856.845947
	Iteration 49Q: 3 clusters Score -661503.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -661504.187500 Penalty: 856.845947
	Iteration 50Q: 3 clusters Score -661504.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -661505.312500 Penalty: 856.845947
	Iteration 51Q: 3 clusters Score -661505.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -661509.437500 Penalty: 856.845947
	Iteration 52Q: 3 clusters Score -661509.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -661513.125000 Penalty: 856.845947
	Iteration 53Q: 3 clusters Score -661513.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -661516.125000 Penalty: 856.845947
	Iteration 54Q: 3 clusters Score -661516.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -661518.500000 Penalty: 856.845947
	Iteration 55Q: 3 clusters Score -661518.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -661520.250000 Penalty: 856.845947
	Iteration 56Q: 3 clusters Score -661520.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -661521.375000 Penalty: 856.845947
	Iteration 57Q: 3 clusters Score -661521.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -661523.250000 Penalty: 856.845947
	Iteration 58Q: 3 clusters Score -661523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -661524.312500 Penalty: 856.845947
	Iteration 59Q: 3 clusters Score -661524.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -661524.312500 Penalty: 856.845947
	Iteration 60F: 3 clusters Score -661524.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (297179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297179 members 
Entering Unmasked Estep 
Score: -15806203.000000 Penalty: 573.395081
	Iteration 0F: 2 clusters Score -1.58062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148206 members 
Mstep: Class 2 contains 148973 members 
Entering Unmasked Estep 
Score: -15622751.000000 Penalty: 1146.790161
	Iteration 0F: 3 clusters Score -1.562275e+07 nChanged 146704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130948 members 
Mstep: Class 2 contains 166231 members 
Entering Unmasked Estep 
Score: -15715309.000000 Penalty: 1146.790161
	Iteration 1F: 3 clusters Score -1.571531e+07 nChanged 15296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119814 members 
Mstep: Class 2 contains 177365 members 
Entering Unmasked Estep 
Score: -15721773.000000 Penalty: 1146.790161
	Iteration 2F: 3 clusters Score -1.572177e+07 nChanged 19457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 193698 members 
Entering Unmasked Estep 
Score: -15731921.000000 Penalty: 1146.790161
	Iteration 3F: 3 clusters Score -1.573192e+07 nChanged 22778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 213962 members 
Entering Unmasked Estep 
Score: -15746170.000000 Penalty: 1146.790161
	Iteration 4F: 3 clusters Score -1.574617e+07 nChanged 22712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 234838 members 
Entering Unmasked Estep 
Score: -15761744.000000 Penalty: 1146.790161
	Iteration 5F: 3 clusters Score -1.576174e+07 nChanged 19363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 252569 members 
Entering Unmasked Estep 
Score: -15776239.000000 Penalty: 1146.790161
	Iteration 6F: 3 clusters Score -1.577624e+07 nChanged 13907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 265220 members 
Entering Unmasked Estep 
Score: -15787421.000000 Penalty: 1146.790161
	Iteration 7Q: 3 clusters Score -1.578742e+07 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 273254 members 
Entering Unmasked Estep 
Score: -15797453.000000 Penalty: 1146.790161
	Iteration 8Q: 3 clusters Score -1.579745e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 279367 members 
Entering Unmasked Estep 
Score: -15802664.000000 Penalty: 1146.790161
	Iteration 9Q: 3 clusters Score -1.580266e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 283908 members 
Entering Unmasked Estep 
Score: -15804774.000000 Penalty: 1146.790161
	Iteration 10Q: 3 clusters Score -1.580477e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 287455 members 
Entering Unmasked Estep 
Score: -15805511.000000 Penalty: 1146.790161
	Iteration 11Q: 3 clusters Score -1.580551e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 290154 members 
Entering Unmasked Estep 
Score: -15805863.000000 Penalty: 1146.790161
	Iteration 12Q: 3 clusters Score -1.580586e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 292121 members 
Entering Unmasked Estep 
Score: -15805835.000000 Penalty: 1146.790161
	Iteration 13Q: 3 clusters Score -1.580584e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 293559 members 
Entering Unmasked Estep 
Score: -15806047.000000 Penalty: 1146.790161
	Iteration 14Q: 3 clusters Score -1.580605e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 294558 members 
Entering Unmasked Estep 
Score: -15806048.000000 Penalty: 1146.790161
	Iteration 15Q: 3 clusters Score -1.580605e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 295239 members 
Entering Unmasked Estep 
Score: -15806031.000000 Penalty: 1146.790161
	Iteration 16Q: 3 clusters Score -1.580603e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 295697 members 
Entering Unmasked Estep 
Score: -15805990.000000 Penalty: 1146.790161
	Iteration 17Q: 3 clusters Score -1.580599e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 295985 members 
Entering Unmasked Estep 
Score: -15805918.000000 Penalty: 1146.790161
	Iteration 18Q: 3 clusters Score -1.580592e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 296188 members 
Entering Unmasked Estep 
Score: -15805883.000000 Penalty: 1146.790161
	Iteration 19Q: 3 clusters Score -1.580588e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 296337 members 
Entering Unmasked Estep 
Score: -15805868.000000 Penalty: 1146.790161
	Iteration 20F: 3 clusters Score -1.580587e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 296429 members 
Entering Unmasked Estep 
Score: -15805878.000000 Penalty: 1146.790161
	Iteration 21Q: 3 clusters Score -1.580588e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 296496 members 
Entering Unmasked Estep 
Score: -15805896.000000 Penalty: 1146.790161
	Iteration 22Q: 3 clusters Score -1.58059e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 296550 members 
Entering Unmasked Estep 
Score: -15805874.000000 Penalty: 1146.790161
	Iteration 23Q: 3 clusters Score -1.580587e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 296583 members 
Entering Unmasked Estep 
Score: -15805895.000000 Penalty: 1146.790161
	Iteration 24Q: 3 clusters Score -1.58059e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 296619 members 
Entering Unmasked Estep 
Score: -15805885.000000 Penalty: 1146.790161
	Iteration 25Q: 3 clusters Score -1.580588e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 296638 members 
Entering Unmasked Estep 
Score: -15805885.000000 Penalty: 1146.790161
	Iteration 26Q: 3 clusters Score -1.580588e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 296665 members 
Entering Unmasked Estep 
Score: -15805891.000000 Penalty: 1146.790161
	Iteration 27Q: 3 clusters Score -1.580589e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 296687 members 
Entering Unmasked Estep 
Score: -15805892.000000 Penalty: 1146.790161
	Iteration 28Q: 3 clusters Score -1.580589e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 296701 members 
Entering Unmasked Estep 
Score: -15805916.000000 Penalty: 1146.790161
	Iteration 29Q: 3 clusters Score -1.580592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 296708 members 
Entering Unmasked Estep 
Score: -15805918.000000 Penalty: 1146.790161
	Iteration 30Q: 3 clusters Score -1.580592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 296717 members 
Entering Unmasked Estep 
Score: -15805941.000000 Penalty: 1146.790161
	Iteration 31Q: 3 clusters Score -1.580594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 296726 members 
Entering Unmasked Estep 
Score: -15805928.000000 Penalty: 1146.790161
	Iteration 32Q: 3 clusters Score -1.580593e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 296726 members 
Entering Unmasked Estep 
Score: -15805940.000000 Penalty: 1146.790161
	Iteration 33Q: 3 clusters Score -1.580594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 296727 members 
Entering Unmasked Estep 
Score: -15805941.000000 Penalty: 1146.790161
	Iteration 34Q: 3 clusters Score -1.580594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 296730 members 
Entering Unmasked Estep 
Score: -15805957.000000 Penalty: 1146.790161
	Iteration 35Q: 3 clusters Score -1.580596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 296734 members 
Entering Unmasked Estep 
Score: -15805957.000000 Penalty: 1146.790161
	Iteration 36Q: 3 clusters Score -1.580596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 296739 members 
Entering Unmasked Estep 
Score: -15805971.000000 Penalty: 1146.790161
	Iteration 37Q: 3 clusters Score -1.580597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 296741 members 
Entering Unmasked Estep 
Score: -15805967.000000 Penalty: 1146.790161
	Iteration 38Q: 3 clusters Score -1.580597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 296741 members 
Entering Unmasked Estep 
Score: -15805967.000000 Penalty: 1146.790161
	Iteration 39Q: 3 clusters Score -1.580597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 296740 members 
Entering Unmasked Estep 
Score: -15805973.000000 Penalty: 1146.790161
	Iteration 40F: 3 clusters Score -1.580597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 296727 members 
Entering Unmasked Estep 
Score: -15805985.000000 Penalty: 1146.790161
	Iteration 41Q: 3 clusters Score -1.580598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 296717 members 
Entering Unmasked Estep 
Score: -15806006.000000 Penalty: 1146.790161
	Iteration 42Q: 3 clusters Score -1.580601e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 296703 members 
Entering Unmasked Estep 
Score: -15806008.000000 Penalty: 1146.790161
	Iteration 43Q: 3 clusters Score -1.580601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 296692 members 
Entering Unmasked Estep 
Score: -15806032.000000 Penalty: 1146.790161
	Iteration 44Q: 3 clusters Score -1.580603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 296687 members 
Entering Unmasked Estep 
Score: -15806023.000000 Penalty: 1146.790161
	Iteration 45Q: 3 clusters Score -1.580602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 296679 members 
Entering Unmasked Estep 
Score: -15806018.000000 Penalty: 1146.790161
	Iteration 46Q: 3 clusters Score -1.580602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 296669 members 
Entering Unmasked Estep 
Score: -15806037.000000 Penalty: 1146.790161
	Iteration 47Q: 3 clusters Score -1.580604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 296669 members 
Entering Unmasked Estep 
Score: -15806046.000000 Penalty: 1146.790161
	Iteration 48Q: 3 clusters Score -1.580605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 296667 members 
Entering Unmasked Estep 
Score: -15806041.000000 Penalty: 1146.790161
	Iteration 49Q: 3 clusters Score -1.580604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 296666 members 
Entering Unmasked Estep 
Score: -15806048.000000 Penalty: 1146.790161
	Iteration 50Q: 3 clusters Score -1.580605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 296666 members 
Entering Unmasked Estep 
Score: -15806041.000000 Penalty: 1146.790161
	Iteration 51Q: 3 clusters Score -1.580604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 296664 members 
Entering Unmasked Estep 
Score: -15806040.000000 Penalty: 1146.790161
	Iteration 52Q: 3 clusters Score -1.580604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 296663 members 
Entering Unmasked Estep 
Score: -15806030.000000 Penalty: 1146.790161
	Iteration 53Q: 3 clusters Score -1.580603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 296660 members 
Entering Unmasked Estep 
Score: -15806018.000000 Penalty: 1146.790161
	Iteration 54Q: 3 clusters Score -1.580602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 296658 members 
Entering Unmasked Estep 
Score: -15806012.000000 Penalty: 1146.790161
	Iteration 55Q: 3 clusters Score -1.580601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 296655 members 
Entering Unmasked Estep 
Score: -15806020.000000 Penalty: 1146.790161
	Iteration 56Q: 3 clusters Score -1.580602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 296651 members 
Entering Unmasked Estep 
Score: -15806027.000000 Penalty: 1146.790161
	Iteration 57Q: 3 clusters Score -1.580603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 296650 members 
Entering Unmasked Estep 
Score: -15806026.000000 Penalty: 1146.790161
	Iteration 58Q: 3 clusters Score -1.580603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 296648 members 
Entering Unmasked Estep 
Score: -15806018.000000 Penalty: 1146.790161
	Iteration 59Q: 3 clusters Score -1.580602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 296645 members 
Entering Unmasked Estep 
Score: -15806013.000000 Penalty: 1146.790161
	Iteration 60F: 3 clusters Score -1.580601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 296641 members 
Entering Unmasked Estep 
Score: -15806009.000000 Penalty: 1146.790161
	Iteration 61Q: 3 clusters Score -1.580601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 296640 members 
Entering Unmasked Estep 
Score: -15806013.000000 Penalty: 1146.790161
	Iteration 62Q: 3 clusters Score -1.580601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 296643 members 
Entering Unmasked Estep 
Score: -15806014.000000 Penalty: 1146.790161
	Iteration 63Q: 3 clusters Score -1.580601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 296647 members 
Entering Unmasked Estep 
Score: -15806023.000000 Penalty: 1146.790161
	Iteration 64Q: 3 clusters Score -1.580602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 296650 members 
Entering Unmasked Estep 
Score: -15806026.000000 Penalty: 1146.790161
	Iteration 65Q: 3 clusters Score -1.580603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 296649 members 
Entering Unmasked Estep 
Score: -15806025.000000 Penalty: 1146.790161
	Iteration 66Q: 3 clusters Score -1.580602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 296648 members 
Entering Unmasked Estep 
Score: -15806037.000000 Penalty: 1146.790161
	Iteration 67Q: 3 clusters Score -1.580604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 296647 members 
Entering Unmasked Estep 
Score: -15806031.000000 Penalty: 1146.790161
	Iteration 68Q: 3 clusters Score -1.580603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 296647 members 
Entering Unmasked Estep 
Score: -15806031.000000 Penalty: 1146.790161
	Iteration 69F: 3 clusters Score -1.580603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Entering Unmasked Estep 
Score: -2100642.500000 Penalty: 483.513855
	Iteration 0F: 2 clusters Score -2100642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2073090.125000 Penalty: 967.027710
	Iteration 0F: 3 clusters Score -2073090 nChanged 19822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -2085204.250000 Penalty: 967.027710
	Iteration 1F: 3 clusters Score -2085204 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2086118.750000 Penalty: 967.027710
	Iteration 2F: 3 clusters Score -2086119 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -2087387.500000 Penalty: 967.027710
	Iteration 3F: 3 clusters Score -2087388 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -2089120.000000 Penalty: 967.027710
	Iteration 4F: 3 clusters Score -2089120 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -2091086.000000 Penalty: 967.027710
	Iteration 5F: 3 clusters Score -2091086 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -2093101.875000 Penalty: 967.027710
	Iteration 6F: 3 clusters Score -2093102 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -2094930.750000 Penalty: 967.027710
	Iteration 7Q: 3 clusters Score -2094931 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -2096521.125000 Penalty: 967.027710
	Iteration 8Q: 3 clusters Score -2096521 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -2097496.750000 Penalty: 967.027710
	Iteration 9Q: 3 clusters Score -2097497 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -2098157.500000 Penalty: 967.027710
	Iteration 10Q: 3 clusters Score -2098158 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -2098701.500000 Penalty: 967.027710
	Iteration 11Q: 3 clusters Score -2098702 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -2099095.000000 Penalty: 967.027710
	Iteration 12Q: 3 clusters Score -2099095 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -2099326.000000 Penalty: 967.027710
	Iteration 13Q: 3 clusters Score -2099326 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -2099494.750000 Penalty: 967.027710
	Iteration 14Q: 3 clusters Score -2099495 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -2099618.500000 Penalty: 967.027710
	Iteration 15Q: 3 clusters Score -2099618 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -2099711.250000 Penalty: 967.027710
	Iteration 16Q: 3 clusters Score -2099711 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -2099763.250000 Penalty: 967.027710
	Iteration 17Q: 3 clusters Score -2099763 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -2099811.250000 Penalty: 967.027710
	Iteration 18Q: 3 clusters Score -2099811 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -2099838.250000 Penalty: 967.027710
	Iteration 19Q: 3 clusters Score -2099838 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -2099857.500000 Penalty: 967.027710
	Iteration 20F: 3 clusters Score -2099858 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -2099885.500000 Penalty: 967.027710
	Iteration 21Q: 3 clusters Score -2099886 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -2099899.750000 Penalty: 967.027710
	Iteration 22Q: 3 clusters Score -2099900 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -2099930.000000 Penalty: 967.027710
	Iteration 23Q: 3 clusters Score -2099930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -2099952.500000 Penalty: 967.027710
	Iteration 24Q: 3 clusters Score -2099952 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -2099965.500000 Penalty: 967.027710
	Iteration 25Q: 3 clusters Score -2099966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -2099975.750000 Penalty: 967.027710
	Iteration 26Q: 3 clusters Score -2099976 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -2099992.500000 Penalty: 967.027710
	Iteration 27Q: 3 clusters Score -2099992 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -2100008.250000 Penalty: 967.027710
	Iteration 28Q: 3 clusters Score -2100008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -2100032.250000 Penalty: 967.027710
	Iteration 29Q: 3 clusters Score -2100032 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -2100041.500000 Penalty: 967.027710
	Iteration 30Q: 3 clusters Score -2100042 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -2100057.750000 Penalty: 967.027710
	Iteration 31Q: 3 clusters Score -2100058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -2100070.250000 Penalty: 967.027710
	Iteration 32Q: 3 clusters Score -2100070 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -2100086.000000 Penalty: 967.027710
	Iteration 33Q: 3 clusters Score -2100086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -2100091.750000 Penalty: 967.027710
	Iteration 34Q: 3 clusters Score -2100092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -2100098.750000 Penalty: 967.027710
	Iteration 35Q: 3 clusters Score -2100099 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -2100108.000000 Penalty: 967.027710
	Iteration 36Q: 3 clusters Score -2100108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -2100112.000000 Penalty: 967.027710
	Iteration 37Q: 3 clusters Score -2100112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -2100124.000000 Penalty: 967.027710
	Iteration 38Q: 3 clusters Score -2100124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -2100130.000000 Penalty: 967.027710
	Iteration 39Q: 3 clusters Score -2100130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -2100133.250000 Penalty: 967.027710
	Iteration 40F: 3 clusters Score -2100133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -2100139.750000 Penalty: 967.027710
	Iteration 41Q: 3 clusters Score -2100140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -2100141.500000 Penalty: 967.027710
	Iteration 42Q: 3 clusters Score -2100142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -2100145.500000 Penalty: 967.027710
	Iteration 43Q: 3 clusters Score -2100146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -2100150.250000 Penalty: 967.027710
	Iteration 44Q: 3 clusters Score -2100150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -2100149.500000 Penalty: 967.027710
	Iteration 45Q: 3 clusters Score -2100150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -2100155.250000 Penalty: 967.027710
	Iteration 46Q: 3 clusters Score -2100155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -2100157.500000 Penalty: 967.027710
	Iteration 47Q: 3 clusters Score -2100158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -2100156.250000 Penalty: 967.027710
	Iteration 48Q: 3 clusters Score -2100156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -2100155.500000 Penalty: 967.027710
	Iteration 49Q: 3 clusters Score -2100156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -2100155.750000 Penalty: 967.027710
	Iteration 50Q: 3 clusters Score -2100156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -2100156.000000 Penalty: 967.027710
	Iteration 51Q: 3 clusters Score -2100156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -2100155.500000 Penalty: 967.027710
	Iteration 52Q: 3 clusters Score -2100156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -2100152.500000 Penalty: 967.027710
	Iteration 53Q: 3 clusters Score -2100152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -2100154.250000 Penalty: 967.027710
	Iteration 54Q: 3 clusters Score -2100154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -2100155.750000 Penalty: 967.027710
	Iteration 55Q: 3 clusters Score -2100156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -2100156.750000 Penalty: 967.027710
	Iteration 56Q: 3 clusters Score -2100157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -2100156.750000 Penalty: 967.027710
	Iteration 57Q: 3 clusters Score -2100157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -2100155.500000 Penalty: 967.027710
	Iteration 58Q: 3 clusters Score -2100156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -2100155.250000 Penalty: 967.027710
	Iteration 59Q: 3 clusters Score -2100155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -2100158.500000 Penalty: 967.027710
	Iteration 60F: 3 clusters Score -2100158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -2100162.750000 Penalty: 967.027710
	Iteration 61Q: 3 clusters Score -2100163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -2100163.250000 Penalty: 967.027710
	Iteration 62Q: 3 clusters Score -2100163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -2100163.250000 Penalty: 967.027710
	Iteration 63Q: 3 clusters Score -2100163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -2100160.000000 Penalty: 967.027710
	Iteration 64Q: 3 clusters Score -2100160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -2100160.250000 Penalty: 967.027710
	Iteration 65Q: 3 clusters Score -2100160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -2100157.750000 Penalty: 967.027710
	Iteration 66Q: 3 clusters Score -2100158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -2100159.250000 Penalty: 967.027710
	Iteration 67Q: 3 clusters Score -2100159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -2100159.500000 Penalty: 967.027710
	Iteration 68Q: 3 clusters Score -2100160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -2100159.500000 Penalty: 967.027710
	Iteration 69Q: 3 clusters Score -2100160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -2100158.000000 Penalty: 967.027710
	Iteration 70Q: 3 clusters Score -2100158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -2100156.750000 Penalty: 967.027710
	Iteration 71Q: 3 clusters Score -2100157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -2100158.500000 Penalty: 967.027710
	Iteration 72Q: 3 clusters Score -2100158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -2100159.750000 Penalty: 967.027710
	Iteration 73Q: 3 clusters Score -2100160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -2100159.250000 Penalty: 967.027710
	Iteration 74Q: 3 clusters Score -2100159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -2100159.250000 Penalty: 967.027710
	Iteration 75F: 3 clusters Score -2100159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -19088.511719 Penalty: 274.614410
	Iteration 0F: 2 clusters Score -19088.51 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: -18693.669922 Penalty: 549.228821
	Iteration 0F: 3 clusters Score -18693.67 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -18896.880859 Penalty: 549.228821
	Iteration 1F: 3 clusters Score -18896.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19017.062500 Penalty: 549.228821
	Iteration 2F: 3 clusters Score -19017.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19184.136719 Penalty: 549.228821
	Iteration 3F: 3 clusters Score -19184.14 nChanged 17
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: -19310.150391 Penalty: 549.228821
	Iteration 4Q: 3 clusters Score -19310.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19388.099609 Penalty: 549.228821
	Iteration 5Q: 3 clusters Score -19388.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19388.099609 Penalty: 549.228821
	Iteration 6F: 3 clusters Score -19388.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 7144 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 35031 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 12282 members 
Mstep: Class 15 contains 297179 members 
Mstep: Class 16 contains 41220 members 
Mstep: Class 17 contains 153 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 28338 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 966 members 
Mstep: Class 28 contains 71136 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8489 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 265 members 
Entering Unmasked Estep 
Score: -27455434.000000 Penalty: 22205.326172
Splitting cluster 17 changes total score from -27455434.000000 to -27455434.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (1540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Entering Unmasked Estep 
Score: -78997.335938 Penalty: 333.948975
	Iteration 0F: 2 clusters Score -78997.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -77872.742188 Penalty: 667.897949
	Iteration 0F: 3 clusters Score -77872.74 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -78273.992188 Penalty: 667.897949
	Iteration 1F: 3 clusters Score -78273.99 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -78352.585938 Penalty: 667.897949
	Iteration 2F: 3 clusters Score -78352.59 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -78429.617188 Penalty: 667.897949
	Iteration 3F: 3 clusters Score -78429.62 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -78502.375000 Penalty: 667.897949
	Iteration 4F: 3 clusters Score -78502.38 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -78574.937500 Penalty: 667.897949
	Iteration 5Q: 3 clusters Score -78574.94 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -78638.960938 Penalty: 667.897949
	Iteration 6F: 3 clusters Score -78638.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -78670.750000 Penalty: 667.897949
	Iteration 7Q: 3 clusters Score -78670.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -78691.562500 Penalty: 667.897949
	Iteration 8Q: 3 clusters Score -78691.56 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -78717.757812 Penalty: 667.897949
	Iteration 9Q: 3 clusters Score -78717.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -78742.226562 Penalty: 667.897949
	Iteration 10Q: 3 clusters Score -78742.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -78773.507812 Penalty: 667.897949
	Iteration 11Q: 3 clusters Score -78773.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -78792.164062 Penalty: 667.897949
	Iteration 12Q: 3 clusters Score -78792.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -78805.937500 Penalty: 667.897949
	Iteration 13Q: 3 clusters Score -78805.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -78814.953125 Penalty: 667.897949
	Iteration 14Q: 3 clusters Score -78814.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -78817.601562 Penalty: 667.897949
	Iteration 15Q: 3 clusters Score -78817.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -78820.296875 Penalty: 667.897949
	Iteration 16Q: 3 clusters Score -78820.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -78823.125000 Penalty: 667.897949
	Iteration 17Q: 3 clusters Score -78823.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -78823.953125 Penalty: 667.897949
	Iteration 18Q: 3 clusters Score -78823.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -78825.382812 Penalty: 667.897949
	Iteration 19Q: 3 clusters Score -78825.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -78827.039062 Penalty: 667.897949
	Iteration 20F: 3 clusters Score -78827.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -78829.234375 Penalty: 667.897949
	Iteration 21Q: 3 clusters Score -78829.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -78831.335938 Penalty: 667.897949
	Iteration 22Q: 3 clusters Score -78831.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -78833.609375 Penalty: 667.897949
	Iteration 23Q: 3 clusters Score -78833.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -78835.890625 Penalty: 667.897949
	Iteration 24Q: 3 clusters Score -78835.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -78839.343750 Penalty: 667.897949
	Iteration 25Q: 3 clusters Score -78839.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -78840.218750 Penalty: 667.897949
	Iteration 26Q: 3 clusters Score -78840.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -78840.593750 Penalty: 667.897949
	Iteration 27Q: 3 clusters Score -78840.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -78840.593750 Penalty: 667.897949
	Iteration 28F: 3 clusters Score -78840.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -9827.162109 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -9827.162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9524.856445 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -9524.856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9584.258789 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -9584.259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9605.382812 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -9605.383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9614.268555 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -9614.269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9623.370117 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -9623.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9629.574219 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -9629.574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9631.152344 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -9631.152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9631.152344 Penalty: 488.303802
	Iteration 7F: 3 clusters Score -9631.152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -26952.007812 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -26952.01 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 260 members 
Entering Unmasked Estep 
Score: -26443.679688 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -26443.68 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26558.365234 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -26558.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26601.263672 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -26601.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26614.615234 Penalty: 569.621948
	Iteration 3Q: 3 clusters Score -26614.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26622.470703 Penalty: 569.621948
	Iteration 4Q: 3 clusters Score -26622.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26628.728516 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -26628.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26636.794922 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -26636.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26648.095703 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -26648.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26651.556641 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -26651.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26653.867188 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -26653.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26655.345703 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -26655.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26657.113281 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -26657.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26659.943359 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -26659.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26661.476562 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -26661.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26662.449219 Penalty: 569.621948
	Iteration 14Q: 3 clusters Score -26662.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26662.796875 Penalty: 569.621948
	Iteration 15Q: 3 clusters Score -26662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26662.796875 Penalty: 569.621948
	Iteration 16F: 3 clusters Score -26662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6443.502930 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6443.503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6221.033691 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6221.034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6271.360352 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6271.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6287.410645 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6287.411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6299.968750 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -6299.969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6305.163086 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6305.163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6310.055176 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6310.055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6310.850586 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6310.851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6310.850586 Penalty: 454.129395
	Iteration 7F: 3 clusters Score -6310.851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Entering Unmasked Estep 
Score: -320716.250000 Penalty: 399.818512
	Iteration 0F: 2 clusters Score -320716.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -316320.281250 Penalty: 799.637024
	Iteration 0F: 3 clusters Score -316320.3 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -318120.062500 Penalty: 799.637024
	Iteration 1F: 3 clusters Score -318120.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -318565.718750 Penalty: 799.637024
	Iteration 2F: 3 clusters Score -318565.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -319041.093750 Penalty: 799.637024
	Iteration 3F: 3 clusters Score -319041.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -319470.812500 Penalty: 799.637024
	Iteration 4F: 3 clusters Score -319470.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -319775.593750 Penalty: 799.637024
	Iteration 5F: 3 clusters Score -319775.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -319962.406250 Penalty: 799.637024
	Iteration 6Q: 3 clusters Score -319962.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -320080.062500 Penalty: 799.637024
	Iteration 7Q: 3 clusters Score -320080.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -320144.343750 Penalty: 799.637024
	Iteration 8Q: 3 clusters Score -320144.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -320183.812500 Penalty: 799.637024
	Iteration 9Q: 3 clusters Score -320183.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -320203.843750 Penalty: 799.637024
	Iteration 10Q: 3 clusters Score -320203.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -320221.562500 Penalty: 799.637024
	Iteration 11Q: 3 clusters Score -320221.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -320235.468750 Penalty: 799.637024
	Iteration 12Q: 3 clusters Score -320235.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -320246.031250 Penalty: 799.637024
	Iteration 13Q: 3 clusters Score -320246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -320255.906250 Penalty: 799.637024
	Iteration 14Q: 3 clusters Score -320255.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -320265.937500 Penalty: 799.637024
	Iteration 15Q: 3 clusters Score -320265.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -320273.593750 Penalty: 799.637024
	Iteration 16Q: 3 clusters Score -320273.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -320280.968750 Penalty: 799.637024
	Iteration 17Q: 3 clusters Score -320281 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -320288.781250 Penalty: 799.637024
	Iteration 18Q: 3 clusters Score -320288.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -320297.218750 Penalty: 799.637024
	Iteration 19Q: 3 clusters Score -320297.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -320304.843750 Penalty: 799.637024
	Iteration 20F: 3 clusters Score -320304.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -320312.375000 Penalty: 799.637024
	Iteration 21Q: 3 clusters Score -320312.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -320317.250000 Penalty: 799.637024
	Iteration 22Q: 3 clusters Score -320317.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -320324.000000 Penalty: 799.637024
	Iteration 23Q: 3 clusters Score -320324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -320331.250000 Penalty: 799.637024
	Iteration 24Q: 3 clusters Score -320331.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -320338.406250 Penalty: 799.637024
	Iteration 25Q: 3 clusters Score -320338.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -320345.468750 Penalty: 799.637024
	Iteration 26Q: 3 clusters Score -320345.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -320355.218750 Penalty: 799.637024
	Iteration 27Q: 3 clusters Score -320355.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -320363.312500 Penalty: 799.637024
	Iteration 28Q: 3 clusters Score -320363.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -320371.093750 Penalty: 799.637024
	Iteration 29Q: 3 clusters Score -320371.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -320376.875000 Penalty: 799.637024
	Iteration 30Q: 3 clusters Score -320376.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -320381.343750 Penalty: 799.637024
	Iteration 31Q: 3 clusters Score -320381.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -320384.093750 Penalty: 799.637024
	Iteration 32Q: 3 clusters Score -320384.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -320384.906250 Penalty: 799.637024
	Iteration 33Q: 3 clusters Score -320384.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -320385.375000 Penalty: 799.637024
	Iteration 34Q: 3 clusters Score -320385.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -320386.281250 Penalty: 799.637024
	Iteration 35Q: 3 clusters Score -320386.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -320387.531250 Penalty: 799.637024
	Iteration 36Q: 3 clusters Score -320387.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -320390.218750 Penalty: 799.637024
	Iteration 37Q: 3 clusters Score -320390.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -320393.781250 Penalty: 799.637024
	Iteration 38Q: 3 clusters Score -320393.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -320397.062500 Penalty: 799.637024
	Iteration 39Q: 3 clusters Score -320397.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -320400.625000 Penalty: 799.637024
	Iteration 40F: 3 clusters Score -320400.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -320403.500000 Penalty: 799.637024
	Iteration 41Q: 3 clusters Score -320403.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -320405.437500 Penalty: 799.637024
	Iteration 42Q: 3 clusters Score -320405.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -320406.218750 Penalty: 799.637024
	Iteration 43Q: 3 clusters Score -320406.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -320408.843750 Penalty: 799.637024
	Iteration 44Q: 3 clusters Score -320408.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -320410.531250 Penalty: 799.637024
	Iteration 45Q: 3 clusters Score -320410.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -320412.125000 Penalty: 799.637024
	Iteration 46Q: 3 clusters Score -320412.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -320414.156250 Penalty: 799.637024
	Iteration 47Q: 3 clusters Score -320414.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -320415.843750 Penalty: 799.637024
	Iteration 48Q: 3 clusters Score -320415.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -320417.968750 Penalty: 799.637024
	Iteration 49Q: 3 clusters Score -320418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -320419.000000 Penalty: 799.637024
	Iteration 50Q: 3 clusters Score -320419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -320421.000000 Penalty: 799.637024
	Iteration 51Q: 3 clusters Score -320421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -320421.812500 Penalty: 799.637024
	Iteration 52Q: 3 clusters Score -320421.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -320422.437500 Penalty: 799.637024
	Iteration 53Q: 3 clusters Score -320422.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -320423.093750 Penalty: 799.637024
	Iteration 54Q: 3 clusters Score -320423.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -320422.937500 Penalty: 799.637024
	Iteration 55Q: 3 clusters Score -320422.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -320423.656250 Penalty: 799.637024
	Iteration 56Q: 3 clusters Score -320423.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -320424.156250 Penalty: 799.637024
	Iteration 57Q: 3 clusters Score -320424.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -320424.312500 Penalty: 799.637024
	Iteration 58Q: 3 clusters Score -320424.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -320424.375000 Penalty: 799.637024
	Iteration 59Q: 3 clusters Score -320424.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -320424.906250 Penalty: 799.637024
	Iteration 60F: 3 clusters Score -320424.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -320424.625000 Penalty: 799.637024
	Iteration 61Q: 3 clusters Score -320424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -320424.718750 Penalty: 799.637024
	Iteration 62Q: 3 clusters Score -320424.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -320424.718750 Penalty: 799.637024
	Iteration 63F: 3 clusters Score -320424.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Entering Unmasked Estep 
Score: -1567256.875000 Penalty: 466.464142
	Iteration 0F: 2 clusters Score -1567257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1548368.750000 Penalty: 932.928284
	Iteration 0F: 3 clusters Score -1548369 nChanged 13560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1556092.750000 Penalty: 932.928284
	Iteration 1F: 3 clusters Score -1556093 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1556343.375000 Penalty: 932.928284
	Iteration 2Q: 3 clusters Score -1556343 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1556617.375000 Penalty: 932.928284
	Iteration 3Q: 3 clusters Score -1556617 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1556954.375000 Penalty: 932.928284
	Iteration 4Q: 3 clusters Score -1556954 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1557454.875000 Penalty: 932.928284
	Iteration 5Q: 3 clusters Score -1557455 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1558306.375000 Penalty: 932.928284
	Iteration 6F: 3 clusters Score -1558306 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1559767.500000 Penalty: 932.928284
	Iteration 7F: 3 clusters Score -1559768 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1561675.125000 Penalty: 932.928284
	Iteration 8F: 3 clusters Score -1561675 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1563492.625000 Penalty: 932.928284
	Iteration 9F: 3 clusters Score -1563493 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1564696.750000 Penalty: 932.928284
	Iteration 10Q: 3 clusters Score -1564697 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1565431.625000 Penalty: 932.928284
	Iteration 11Q: 3 clusters Score -1565432 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1565924.250000 Penalty: 932.928284
	Iteration 12Q: 3 clusters Score -1565924 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1566246.125000 Penalty: 932.928284
	Iteration 13Q: 3 clusters Score -1566246 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1566449.500000 Penalty: 932.928284
	Iteration 14Q: 3 clusters Score -1566450 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1566555.250000 Penalty: 932.928284
	Iteration 15Q: 3 clusters Score -1566555 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1566630.125000 Penalty: 932.928284
	Iteration 16Q: 3 clusters Score -1566630 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1566699.625000 Penalty: 932.928284
	Iteration 17Q: 3 clusters Score -1566700 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1566766.375000 Penalty: 932.928284
	Iteration 18Q: 3 clusters Score -1566766 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1566801.500000 Penalty: 932.928284
	Iteration 19Q: 3 clusters Score -1566802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1566823.750000 Penalty: 932.928284
	Iteration 20F: 3 clusters Score -1566824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1566840.500000 Penalty: 932.928284
	Iteration 21Q: 3 clusters Score -1566840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1566855.875000 Penalty: 932.928284
	Iteration 22Q: 3 clusters Score -1566856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1566868.500000 Penalty: 932.928284
	Iteration 23Q: 3 clusters Score -1566868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1566872.500000 Penalty: 932.928284
	Iteration 24Q: 3 clusters Score -1566872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1566876.625000 Penalty: 932.928284
	Iteration 25Q: 3 clusters Score -1566877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1566880.250000 Penalty: 932.928284
	Iteration 26Q: 3 clusters Score -1566880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1566881.375000 Penalty: 932.928284
	Iteration 27Q: 3 clusters Score -1566881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1566881.250000 Penalty: 932.928284
	Iteration 28Q: 3 clusters Score -1566881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1566882.375000 Penalty: 932.928284
	Iteration 29Q: 3 clusters Score -1566882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1566883.250000 Penalty: 932.928284
	Iteration 30Q: 3 clusters Score -1566883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1566883.250000 Penalty: 932.928284
	Iteration 31F: 3 clusters Score -1566883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -20443.781250 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -20443.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20008.822266 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -20008.82 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -20124.500000 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -20124.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20189.076172 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -20189.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -20230.759766 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -20230.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -20249.322266 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -20249.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -20260.205078 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -20260.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -20288.564453 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -20288.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -20316.250000 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -20316.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -20328.763672 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -20328.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -20332.617188 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -20332.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -20354.529297 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -20354.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -20359.669922 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -20359.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -20361.337891 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -20361.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -20361.337891 Penalty: 554.924744
	Iteration 13F: 3 clusters Score -20361.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -30263.855469 Penalty: 292.183807
	Iteration 0F: 2 clusters Score -30263.86 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 301 members 
Entering Unmasked Estep 
Score: -29696.027344 Penalty: 584.367615
	Iteration 0F: 3 clusters Score -29696.03 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -29918.273438 Penalty: 584.367615
	Iteration 1F: 3 clusters Score -29918.27 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -29986.300781 Penalty: 584.367615
	Iteration 2F: 3 clusters Score -29986.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -30039.806641 Penalty: 584.367615
	Iteration 3F: 3 clusters Score -30039.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -30087.863281 Penalty: 584.367615
	Iteration 4F: 3 clusters Score -30087.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -30112.695312 Penalty: 584.367615
	Iteration 5Q: 3 clusters Score -30112.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -30126.541016 Penalty: 584.367615
	Iteration 6Q: 3 clusters Score -30126.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -30133.812500 Penalty: 584.367615
	Iteration 7Q: 3 clusters Score -30133.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -30139.853516 Penalty: 584.367615
	Iteration 8Q: 3 clusters Score -30139.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -30146.541016 Penalty: 584.367615
	Iteration 9Q: 3 clusters Score -30146.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -30150.775391 Penalty: 584.367615
	Iteration 10Q: 3 clusters Score -30150.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -30153.519531 Penalty: 584.367615
	Iteration 11Q: 3 clusters Score -30153.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -30154.515625 Penalty: 584.367615
	Iteration 12Q: 3 clusters Score -30154.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -30154.515625 Penalty: 584.367615
	Iteration 13F: 3 clusters Score -30154.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -21561.435547 Penalty: 279.266602
	Iteration 0F: 2 clusters Score -21561.44 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 243 members 
Entering Unmasked Estep 
Score: -21104.136719 Penalty: 558.533203
	Iteration 0F: 3 clusters Score -21104.14 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21237.710938 Penalty: 558.533203
	Iteration 1F: 3 clusters Score -21237.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -21269.867188 Penalty: 558.533203
	Iteration 2F: 3 clusters Score -21269.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -21285.458984 Penalty: 558.533203
	Iteration 3Q: 3 clusters Score -21285.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21295.220703 Penalty: 558.533203
	Iteration 4Q: 3 clusters Score -21295.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -21303.900391 Penalty: 558.533203
	Iteration 5Q: 3 clusters Score -21303.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21313.558594 Penalty: 558.533203
	Iteration 6Q: 3 clusters Score -21313.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -21320.000000 Penalty: 558.533203
	Iteration 7Q: 3 clusters Score -21320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21323.955078 Penalty: 558.533203
	Iteration 8Q: 3 clusters Score -21323.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -21328.705078 Penalty: 558.533203
	Iteration 9Q: 3 clusters Score -21328.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -21330.845703 Penalty: 558.533203
	Iteration 10Q: 3 clusters Score -21330.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -21333.328125 Penalty: 558.533203
	Iteration 11Q: 3 clusters Score -21333.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -21335.113281 Penalty: 558.533203
	Iteration 12Q: 3 clusters Score -21335.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -21337.210938 Penalty: 558.533203
	Iteration 13Q: 3 clusters Score -21337.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -21338.228516 Penalty: 558.533203
	Iteration 14Q: 3 clusters Score -21338.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -21338.228516 Penalty: 558.533203
	Iteration 15F: 3 clusters Score -21338.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -43367.933594 Penalty: 312.728943
	Iteration 0F: 2 clusters Score -43367.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -42579.839844 Penalty: 625.457886
	Iteration 0F: 3 clusters Score -42579.84 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -42854.250000 Penalty: 625.457886
	Iteration 1F: 3 clusters Score -42854.25 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -42996.238281 Penalty: 625.457886
	Iteration 2F: 3 clusters Score -42996.24 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -43108.628906 Penalty: 625.457886
	Iteration 3F: 3 clusters Score -43108.63 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -43223.691406 Penalty: 625.457886
	Iteration 4F: 3 clusters Score -43223.69 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -43340.894531 Penalty: 625.457886
	Iteration 5F: 3 clusters Score -43340.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -43398.187500 Penalty: 625.457886
	Iteration 6F: 3 clusters Score -43398.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -43422.332031 Penalty: 625.457886
	Iteration 7Q: 3 clusters Score -43422.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -43439.773438 Penalty: 625.457886
	Iteration 8Q: 3 clusters Score -43439.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -43453.417969 Penalty: 625.457886
	Iteration 9Q: 3 clusters Score -43453.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -43461.917969 Penalty: 625.457886
	Iteration 10Q: 3 clusters Score -43461.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -43468.050781 Penalty: 625.457886
	Iteration 11Q: 3 clusters Score -43468.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -43473.515625 Penalty: 625.457886
	Iteration 12Q: 3 clusters Score -43473.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -43475.253906 Penalty: 625.457886
	Iteration 13Q: 3 clusters Score -43475.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -43476.628906 Penalty: 625.457886
	Iteration 14Q: 3 clusters Score -43476.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -43477.296875 Penalty: 625.457886
	Iteration 15Q: 3 clusters Score -43477.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -43478.343750 Penalty: 625.457886
	Iteration 16Q: 3 clusters Score -43478.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -43478.769531 Penalty: 625.457886
	Iteration 17Q: 3 clusters Score -43478.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -43478.769531 Penalty: 625.457886
	Iteration 18F: 3 clusters Score -43478.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 7144 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 35031 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 12282 members 
Mstep: Class 15 contains 297179 members 
Mstep: Class 16 contains 41220 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 28338 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 477 members 
Mstep: Class 28 contains 71136 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8489 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 489 members 
Entering Unmasked Estep 
Score: -27455292.000000 Penalty: 22205.326172
Splitting cluster 27 changes total score from -27455434.000000 to -27455292.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (71136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Entering Unmasked Estep 
Score: -3894957.750000 Penalty: 508.341888
	Iteration 0F: 2 clusters Score -3894958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -3847022.750000 Penalty: 1016.683777
	Iteration 0F: 3 clusters Score -3847023 nChanged 34599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -3869163.000000 Penalty: 1016.683777
	Iteration 1F: 3 clusters Score -3869163 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -3870927.000000 Penalty: 1016.683777
	Iteration 2Q: 3 clusters Score -3870927 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -3873624.250000 Penalty: 1016.683777
	Iteration 3F: 3 clusters Score -3873624 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -3876953.000000 Penalty: 1016.683777
	Iteration 4F: 3 clusters Score -3876953 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -3880534.250000 Penalty: 1016.683777
	Iteration 5F: 3 clusters Score -3880534 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -3883399.500000 Penalty: 1016.683777
	Iteration 6F: 3 clusters Score -3883400 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -3885177.000000 Penalty: 1016.683777
	Iteration 7Q: 3 clusters Score -3885177 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -3886018.250000 Penalty: 1016.683777
	Iteration 8Q: 3 clusters Score -3886018 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -3886572.750000 Penalty: 1016.683777
	Iteration 9Q: 3 clusters Score -3886573 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3887048.000000 Penalty: 1016.683777
	Iteration 10Q: 3 clusters Score -3887048 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3887527.000000 Penalty: 1016.683777
	Iteration 11Q: 3 clusters Score -3887527 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3887982.500000 Penalty: 1016.683777
	Iteration 12Q: 3 clusters Score -3887982 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3888318.000000 Penalty: 1016.683777
	Iteration 13Q: 3 clusters Score -3888318 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3888643.250000 Penalty: 1016.683777
	Iteration 14Q: 3 clusters Score -3888643 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3888941.500000 Penalty: 1016.683777
	Iteration 15Q: 3 clusters Score -3888942 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3889200.500000 Penalty: 1016.683777
	Iteration 16Q: 3 clusters Score -3889200 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -3889422.250000 Penalty: 1016.683777
	Iteration 17Q: 3 clusters Score -3889422 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3889614.250000 Penalty: 1016.683777
	Iteration 18Q: 3 clusters Score -3889614 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3889789.250000 Penalty: 1016.683777
	Iteration 19Q: 3 clusters Score -3889789 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3889932.000000 Penalty: 1016.683777
	Iteration 20F: 3 clusters Score -3889932 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3890020.750000 Penalty: 1016.683777
	Iteration 21Q: 3 clusters Score -3890021 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3890107.500000 Penalty: 1016.683777
	Iteration 22Q: 3 clusters Score -3890108 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -3890149.750000 Penalty: 1016.683777
	Iteration 23Q: 3 clusters Score -3890150 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3890165.250000 Penalty: 1016.683777
	Iteration 24Q: 3 clusters Score -3890165 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -3890202.000000 Penalty: 1016.683777
	Iteration 25Q: 3 clusters Score -3890202 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3890246.500000 Penalty: 1016.683777
	Iteration 26Q: 3 clusters Score -3890246 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3890262.750000 Penalty: 1016.683777
	Iteration 27Q: 3 clusters Score -3890263 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -3890267.000000 Penalty: 1016.683777
	Iteration 28Q: 3 clusters Score -3890267 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3890278.000000 Penalty: 1016.683777
	Iteration 29Q: 3 clusters Score -3890278 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -3890266.500000 Penalty: 1016.683777
	Iteration 30Q: 3 clusters Score -3890266 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -3890274.750000 Penalty: 1016.683777
	Iteration 31Q: 3 clusters Score -3890275 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3890272.500000 Penalty: 1016.683777
	Iteration 32Q: 3 clusters Score -3890272 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3890264.750000 Penalty: 1016.683777
	Iteration 33Q: 3 clusters Score -3890265 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3890269.750000 Penalty: 1016.683777
	Iteration 34Q: 3 clusters Score -3890270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -3890268.750000 Penalty: 1016.683777
	Iteration 35Q: 3 clusters Score -3890269 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -3890261.750000 Penalty: 1016.683777
	Iteration 36Q: 3 clusters Score -3890262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3890255.750000 Penalty: 1016.683777
	Iteration 37Q: 3 clusters Score -3890256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -3890251.000000 Penalty: 1016.683777
	Iteration 38Q: 3 clusters Score -3890251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3890252.000000 Penalty: 1016.683777
	Iteration 39Q: 3 clusters Score -3890252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3890259.750000 Penalty: 1016.683777
	Iteration 40F: 3 clusters Score -3890260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3890255.500000 Penalty: 1016.683777
	Iteration 41Q: 3 clusters Score -3890256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -3890264.500000 Penalty: 1016.683777
	Iteration 42Q: 3 clusters Score -3890264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -3890269.000000 Penalty: 1016.683777
	Iteration 43Q: 3 clusters Score -3890269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3890270.500000 Penalty: 1016.683777
	Iteration 44Q: 3 clusters Score -3890270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3890267.750000 Penalty: 1016.683777
	Iteration 45Q: 3 clusters Score -3890268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3890268.500000 Penalty: 1016.683777
	Iteration 46Q: 3 clusters Score -3890268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3890272.000000 Penalty: 1016.683777
	Iteration 47Q: 3 clusters Score -3890272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3890270.000000 Penalty: 1016.683777
	Iteration 48Q: 3 clusters Score -3890270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3890270.500000 Penalty: 1016.683777
	Iteration 49Q: 3 clusters Score -3890270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -3890268.500000 Penalty: 1016.683777
	Iteration 50Q: 3 clusters Score -3890268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -3890275.250000 Penalty: 1016.683777
	Iteration 51Q: 3 clusters Score -3890275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -3890277.250000 Penalty: 1016.683777
	Iteration 52Q: 3 clusters Score -3890277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3890273.750000 Penalty: 1016.683777
	Iteration 53Q: 3 clusters Score -3890274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3890273.500000 Penalty: 1016.683777
	Iteration 54Q: 3 clusters Score -3890274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -3890270.750000 Penalty: 1016.683777
	Iteration 55Q: 3 clusters Score -3890271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3890276.750000 Penalty: 1016.683777
	Iteration 56Q: 3 clusters Score -3890277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -3890270.000000 Penalty: 1016.683777
	Iteration 57Q: 3 clusters Score -3890270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3890269.750000 Penalty: 1016.683777
	Iteration 58Q: 3 clusters Score -3890270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3890272.500000 Penalty: 1016.683777
	Iteration 59Q: 3 clusters Score -3890272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -3890272.750000 Penalty: 1016.683777
	Iteration 60F: 3 clusters Score -3890273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3890272.750000 Penalty: 1016.683777
	Iteration 61Q: 3 clusters Score -3890273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3890277.000000 Penalty: 1016.683777
	Iteration 62Q: 3 clusters Score -3890277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3890270.000000 Penalty: 1016.683777
	Iteration 63Q: 3 clusters Score -3890270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -3890267.750000 Penalty: 1016.683777
	Iteration 64Q: 3 clusters Score -3890268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3890268.000000 Penalty: 1016.683777
	Iteration 65Q: 3 clusters Score -3890268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3890269.500000 Penalty: 1016.683777
	Iteration 66Q: 3 clusters Score -3890270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3890265.000000 Penalty: 1016.683777
	Iteration 67Q: 3 clusters Score -3890265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -3890271.000000 Penalty: 1016.683777
	Iteration 68Q: 3 clusters Score -3890271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -3890268.500000 Penalty: 1016.683777
	Iteration 69Q: 3 clusters Score -3890268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -3890269.750000 Penalty: 1016.683777
	Iteration 70Q: 3 clusters Score -3890270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3890268.250000 Penalty: 1016.683777
	Iteration 71Q: 3 clusters Score -3890268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3890273.500000 Penalty: 1016.683777
	Iteration 72Q: 3 clusters Score -3890274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3890276.500000 Penalty: 1016.683777
	Iteration 73Q: 3 clusters Score -3890276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3890274.500000 Penalty: 1016.683777
	Iteration 74Q: 3 clusters Score -3890274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3890274.500000 Penalty: 1016.683777
	Iteration 75Q: 3 clusters Score -3890274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3890274.000000 Penalty: 1016.683777
	Iteration 76Q: 3 clusters Score -3890274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -3890270.750000 Penalty: 1016.683777
	Iteration 77Q: 3 clusters Score -3890271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3890272.000000 Penalty: 1016.683777
	Iteration 78Q: 3 clusters Score -3890272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -3890274.750000 Penalty: 1016.683777
	Iteration 79Q: 3 clusters Score -3890275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3890279.500000 Penalty: 1016.683777
	Iteration 80F: 3 clusters Score -3890280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -3890277.250000 Penalty: 1016.683777
	Iteration 81Q: 3 clusters Score -3890277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3890278.500000 Penalty: 1016.683777
	Iteration 82Q: 3 clusters Score -3890278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3890273.250000 Penalty: 1016.683777
	Iteration 83Q: 3 clusters Score -3890273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -3890275.500000 Penalty: 1016.683777
	Iteration 84Q: 3 clusters Score -3890276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3890277.000000 Penalty: 1016.683777
	Iteration 85Q: 3 clusters Score -3890277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3890276.250000 Penalty: 1016.683777
	Iteration 86Q: 3 clusters Score -3890276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3890275.000000 Penalty: 1016.683777
	Iteration 87Q: 3 clusters Score -3890275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -3890274.500000 Penalty: 1016.683777
	Iteration 88Q: 3 clusters Score -3890274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -3890275.250000 Penalty: 1016.683777
	Iteration 89Q: 3 clusters Score -3890275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -3890273.750000 Penalty: 1016.683777
	Iteration 90Q: 3 clusters Score -3890274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -3890276.000000 Penalty: 1016.683777
	Iteration 91Q: 3 clusters Score -3890276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -3890271.000000 Penalty: 1016.683777
	Iteration 92Q: 3 clusters Score -3890271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3890277.250000 Penalty: 1016.683777
	Iteration 93Q: 3 clusters Score -3890277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3890277.000000 Penalty: 1016.683777
	Iteration 94Q: 3 clusters Score -3890277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3890276.750000 Penalty: 1016.683777
	Iteration 95Q: 3 clusters Score -3890277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3890276.750000 Penalty: 1016.683777
	Iteration 96F: 3 clusters Score -3890277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -11095.768555 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -11095.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10772.964844 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -10772.96 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10881.467773 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -10881.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10955.219727 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -10955.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11081.723633 Penalty: 516.584595
	Iteration 3F: 3 clusters Score -11081.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11163.162109 Penalty: 516.584595
	Iteration 4F: 3 clusters Score -11163.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11203.611328 Penalty: 516.584595
	Iteration 5F: 3 clusters Score -11203.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11250.076172 Penalty: 516.584595
	Iteration 6F: 3 clusters Score -11250.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11282.498047 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -11282.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11288.069336 Penalty: 516.584595
	Iteration 8Q: 3 clusters Score -11288.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11320.984375 Penalty: 516.584595
	Iteration 9Q: 3 clusters Score -11320.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11326.145508 Penalty: 516.584595
	Iteration 10Q: 3 clusters Score -11326.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11326.145508 Penalty: 516.584595
	Iteration 11F: 3 clusters Score -11326.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 7144 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 35031 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 12282 members 
Mstep: Class 15 contains 297179 members 
Mstep: Class 16 contains 41220 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 28338 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 966 members 
Mstep: Class 28 contains 71136 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8489 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 148 members 
Entering Unmasked Estep 
Score: -27455352.000000 Penalty: 22205.326172
Splitting cluster 29 changes total score from -27455434.000000 to -27455352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -18278.294922 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -18278.29 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 168 members 
Entering Unmasked Estep 
Score: -17883.794922 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -17883.79 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17953.861328 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -17953.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17970.515625 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -17970.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17981.023438 Penalty: 531.233459
	Iteration 3Q: 3 clusters Score -17981.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17984.597656 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -17984.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17988.498047 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -17988.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17991.230469 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -17991.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17995.642578 Penalty: 531.233459
	Iteration 7Q: 3 clusters Score -17995.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17996.707031 Penalty: 531.233459
	Iteration 8Q: 3 clusters Score -17996.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17997.460938 Penalty: 531.233459
	Iteration 9Q: 3 clusters Score -17997.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17997.787109 Penalty: 531.233459
	Iteration 10Q: 3 clusters Score -17997.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17997.787109 Penalty: 531.233459
	Iteration 11F: 3 clusters Score -17997.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -18443.998047 Penalty: 271.342865
	Iteration 0F: 2 clusters Score -18444 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 181 members 
Entering Unmasked Estep 
Score: -18020.158203 Penalty: 542.685730
	Iteration 0F: 3 clusters Score -18020.16 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18163.697266 Penalty: 542.685730
	Iteration 1F: 3 clusters Score -18163.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18239.164062 Penalty: 542.685730
	Iteration 2F: 3 clusters Score -18239.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18278.042969 Penalty: 542.685730
	Iteration 3F: 3 clusters Score -18278.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18295.152344 Penalty: 542.685730
	Iteration 4Q: 3 clusters Score -18295.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -18303.507812 Penalty: 542.685730
	Iteration 5Q: 3 clusters Score -18303.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -18306.515625 Penalty: 542.685730
	Iteration 6Q: 3 clusters Score -18306.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -18307.988281 Penalty: 542.685730
	Iteration 7Q: 3 clusters Score -18307.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -18311.224609 Penalty: 542.685730
	Iteration 8Q: 3 clusters Score -18311.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -18311.224609 Penalty: 542.685730
	Iteration 9F: 3 clusters Score -18311.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -13320.482422 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -13320.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12990.034180 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -12990.03 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13055.694336 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -13055.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13064.436523 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -13064.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13067.653320 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -13067.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13068.688477 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -13068.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13068.688477 Penalty: 507.066010
	Iteration 5F: 3 clusters Score -13068.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Entering Unmasked Estep 
Score: -474599.750000 Penalty: 411.616974
	Iteration 0F: 2 clusters Score -474599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -468909.437500 Penalty: 823.233948
	Iteration 0F: 3 clusters Score -468909.4 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -471206.500000 Penalty: 823.233948
	Iteration 1F: 3 clusters Score -471206.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -471465.187500 Penalty: 823.233948
	Iteration 2F: 3 clusters Score -471465.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -471793.875000 Penalty: 823.233948
	Iteration 3F: 3 clusters Score -471793.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -472188.937500 Penalty: 823.233948
	Iteration 4F: 3 clusters Score -472188.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -472624.593750 Penalty: 823.233948
	Iteration 5F: 3 clusters Score -472624.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -472955.875000 Penalty: 823.233948
	Iteration 6F: 3 clusters Score -472955.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -473142.656250 Penalty: 823.233948
	Iteration 7Q: 3 clusters Score -473142.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -473221.031250 Penalty: 823.233948
	Iteration 8Q: 3 clusters Score -473221 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -473277.312500 Penalty: 823.233948
	Iteration 9Q: 3 clusters Score -473277.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -473314.031250 Penalty: 823.233948
	Iteration 10Q: 3 clusters Score -473314 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -473342.937500 Penalty: 823.233948
	Iteration 11Q: 3 clusters Score -473342.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -473373.500000 Penalty: 823.233948
	Iteration 12Q: 3 clusters Score -473373.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -473408.781250 Penalty: 823.233948
	Iteration 13Q: 3 clusters Score -473408.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -473448.375000 Penalty: 823.233948
	Iteration 14Q: 3 clusters Score -473448.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -473488.593750 Penalty: 823.233948
	Iteration 15Q: 3 clusters Score -473488.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -473538.250000 Penalty: 823.233948
	Iteration 16Q: 3 clusters Score -473538.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -473588.437500 Penalty: 823.233948
	Iteration 17Q: 3 clusters Score -473588.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -473641.343750 Penalty: 823.233948
	Iteration 18Q: 3 clusters Score -473641.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -473690.187500 Penalty: 823.233948
	Iteration 19Q: 3 clusters Score -473690.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -473724.250000 Penalty: 823.233948
	Iteration 20F: 3 clusters Score -473724.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -473760.000000 Penalty: 823.233948
	Iteration 21Q: 3 clusters Score -473760 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -473788.031250 Penalty: 823.233948
	Iteration 22Q: 3 clusters Score -473788 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -473822.437500 Penalty: 823.233948
	Iteration 23Q: 3 clusters Score -473822.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -473850.187500 Penalty: 823.233948
	Iteration 24Q: 3 clusters Score -473850.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -473877.656250 Penalty: 823.233948
	Iteration 25Q: 3 clusters Score -473877.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -473905.906250 Penalty: 823.233948
	Iteration 26Q: 3 clusters Score -473905.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -473929.875000 Penalty: 823.233948
	Iteration 27Q: 3 clusters Score -473929.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -473951.125000 Penalty: 823.233948
	Iteration 28Q: 3 clusters Score -473951.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -473968.812500 Penalty: 823.233948
	Iteration 29Q: 3 clusters Score -473968.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -473987.125000 Penalty: 823.233948
	Iteration 30Q: 3 clusters Score -473987.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -474005.656250 Penalty: 823.233948
	Iteration 31Q: 3 clusters Score -474005.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -474023.375000 Penalty: 823.233948
	Iteration 32Q: 3 clusters Score -474023.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -474041.968750 Penalty: 823.233948
	Iteration 33Q: 3 clusters Score -474042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -474057.968750 Penalty: 823.233948
	Iteration 34Q: 3 clusters Score -474058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -474073.812500 Penalty: 823.233948
	Iteration 35Q: 3 clusters Score -474073.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -474082.718750 Penalty: 823.233948
	Iteration 36Q: 3 clusters Score -474082.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -474092.718750 Penalty: 823.233948
	Iteration 37Q: 3 clusters Score -474092.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -474101.375000 Penalty: 823.233948
	Iteration 38Q: 3 clusters Score -474101.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -474110.312500 Penalty: 823.233948
	Iteration 39Q: 3 clusters Score -474110.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -474121.750000 Penalty: 823.233948
	Iteration 40F: 3 clusters Score -474121.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -474129.531250 Penalty: 823.233948
	Iteration 41Q: 3 clusters Score -474129.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -474136.531250 Penalty: 823.233948
	Iteration 42Q: 3 clusters Score -474136.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -474139.375000 Penalty: 823.233948
	Iteration 43Q: 3 clusters Score -474139.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -474142.093750 Penalty: 823.233948
	Iteration 44Q: 3 clusters Score -474142.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -474143.625000 Penalty: 823.233948
	Iteration 45Q: 3 clusters Score -474143.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -474146.625000 Penalty: 823.233948
	Iteration 46Q: 3 clusters Score -474146.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -474148.375000 Penalty: 823.233948
	Iteration 47Q: 3 clusters Score -474148.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -474148.218750 Penalty: 823.233948
	Iteration 48Q: 3 clusters Score -474148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -474149.468750 Penalty: 823.233948
	Iteration 49Q: 3 clusters Score -474149.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -474151.062500 Penalty: 823.233948
	Iteration 50Q: 3 clusters Score -474151.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -474151.750000 Penalty: 823.233948
	Iteration 51Q: 3 clusters Score -474151.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -474152.062500 Penalty: 823.233948
	Iteration 52Q: 3 clusters Score -474152.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -474152.375000 Penalty: 823.233948
	Iteration 53Q: 3 clusters Score -474152.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -474154.062500 Penalty: 823.233948
	Iteration 54Q: 3 clusters Score -474154.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -474155.875000 Penalty: 823.233948
	Iteration 55Q: 3 clusters Score -474155.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -474157.781250 Penalty: 823.233948
	Iteration 56Q: 3 clusters Score -474157.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -474160.625000 Penalty: 823.233948
	Iteration 57Q: 3 clusters Score -474160.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -474161.968750 Penalty: 823.233948
	Iteration 58Q: 3 clusters Score -474162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -474162.218750 Penalty: 823.233948
	Iteration 59Q: 3 clusters Score -474162.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -474163.906250 Penalty: 823.233948
	Iteration 60F: 3 clusters Score -474163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -474164.812500 Penalty: 823.233948
	Iteration 61Q: 3 clusters Score -474164.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -474166.000000 Penalty: 823.233948
	Iteration 62Q: 3 clusters Score -474166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -474167.625000 Penalty: 823.233948
	Iteration 63Q: 3 clusters Score -474167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -474168.250000 Penalty: 823.233948
	Iteration 64Q: 3 clusters Score -474168.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -474171.187500 Penalty: 823.233948
	Iteration 65Q: 3 clusters Score -474171.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -474173.093750 Penalty: 823.233948
	Iteration 66Q: 3 clusters Score -474173.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -474177.593750 Penalty: 823.233948
	Iteration 67Q: 3 clusters Score -474177.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -474180.500000 Penalty: 823.233948
	Iteration 68Q: 3 clusters Score -474180.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -474184.187500 Penalty: 823.233948
	Iteration 69Q: 3 clusters Score -474184.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -474184.562500 Penalty: 823.233948
	Iteration 70Q: 3 clusters Score -474184.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -474187.218750 Penalty: 823.233948
	Iteration 71Q: 3 clusters Score -474187.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -474189.156250 Penalty: 823.233948
	Iteration 72Q: 3 clusters Score -474189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -474189.750000 Penalty: 823.233948
	Iteration 73Q: 3 clusters Score -474189.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -474190.718750 Penalty: 823.233948
	Iteration 74Q: 3 clusters Score -474190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -474192.093750 Penalty: 823.233948
	Iteration 75Q: 3 clusters Score -474192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -474193.562500 Penalty: 823.233948
	Iteration 76Q: 3 clusters Score -474193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -474193.531250 Penalty: 823.233948
	Iteration 77Q: 3 clusters Score -474193.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -474195.531250 Penalty: 823.233948
	Iteration 78Q: 3 clusters Score -474195.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -474196.750000 Penalty: 823.233948
	Iteration 79Q: 3 clusters Score -474196.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -474197.437500 Penalty: 823.233948
	Iteration 80F: 3 clusters Score -474197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -474198.875000 Penalty: 823.233948
	Iteration 81Q: 3 clusters Score -474198.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -474200.406250 Penalty: 823.233948
	Iteration 82Q: 3 clusters Score -474200.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -474200.687500 Penalty: 823.233948
	Iteration 83Q: 3 clusters Score -474200.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -474201.718750 Penalty: 823.233948
	Iteration 84Q: 3 clusters Score -474201.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -474202.781250 Penalty: 823.233948
	Iteration 85Q: 3 clusters Score -474202.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -474203.343750 Penalty: 823.233948
	Iteration 86Q: 3 clusters Score -474203.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -474203.343750 Penalty: 823.233948
	Iteration 87F: 3 clusters Score -474203.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -101617.289062 Penalty: 341.848938
	Iteration 0F: 2 clusters Score -101617.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -100300.921875 Penalty: 683.697876
	Iteration 0F: 3 clusters Score -100300.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -100948.843750 Penalty: 683.697876
	Iteration 1F: 3 clusters Score -100948.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -101111.828125 Penalty: 683.697876
	Iteration 2F: 3 clusters Score -101111.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -101233.984375 Penalty: 683.697876
	Iteration 3F: 3 clusters Score -101234 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -101346.257812 Penalty: 683.697876
	Iteration 4F: 3 clusters Score -101346.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -101401.046875 Penalty: 683.697876
	Iteration 5Q: 3 clusters Score -101401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -101430.414062 Penalty: 683.697876
	Iteration 6Q: 3 clusters Score -101430.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -101444.546875 Penalty: 683.697876
	Iteration 7Q: 3 clusters Score -101444.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -101450.585938 Penalty: 683.697876
	Iteration 8Q: 3 clusters Score -101450.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -101453.992188 Penalty: 683.697876
	Iteration 9Q: 3 clusters Score -101454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -101457.187500 Penalty: 683.697876
	Iteration 10Q: 3 clusters Score -101457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -101459.828125 Penalty: 683.697876
	Iteration 11Q: 3 clusters Score -101459.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -101462.734375 Penalty: 683.697876
	Iteration 12Q: 3 clusters Score -101462.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -101464.093750 Penalty: 683.697876
	Iteration 13Q: 3 clusters Score -101464.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -101465.398438 Penalty: 683.697876
	Iteration 14Q: 3 clusters Score -101465.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -101470.210938 Penalty: 683.697876
	Iteration 15Q: 3 clusters Score -101470.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -101475.265625 Penalty: 683.697876
	Iteration 16Q: 3 clusters Score -101475.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -101477.421875 Penalty: 683.697876
	Iteration 17Q: 3 clusters Score -101477.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -101480.859375 Penalty: 683.697876
	Iteration 18Q: 3 clusters Score -101480.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -101483.695312 Penalty: 683.697876
	Iteration 19Q: 3 clusters Score -101483.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -101486.015625 Penalty: 683.697876
	Iteration 20F: 3 clusters Score -101486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -101487.601562 Penalty: 683.697876
	Iteration 21Q: 3 clusters Score -101487.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -101489.296875 Penalty: 683.697876
	Iteration 22Q: 3 clusters Score -101489.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -101490.218750 Penalty: 683.697876
	Iteration 23Q: 3 clusters Score -101490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -101490.296875 Penalty: 683.697876
	Iteration 24Q: 3 clusters Score -101490.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -101490.296875 Penalty: 683.697876
	Iteration 25F: 3 clusters Score -101490.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Entering Unmasked Estep 
Score: -47168.671875 Penalty: 316.738983
	Iteration 0F: 2 clusters Score -47168.67 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 531 members 
Entering Unmasked Estep 
Score: -46303.824219 Penalty: 633.477966
	Iteration 0F: 3 clusters Score -46303.82 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -46555.261719 Penalty: 633.477966
	Iteration 1F: 3 clusters Score -46555.26 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -46634.683594 Penalty: 633.477966
	Iteration 2F: 3 clusters Score -46634.68 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -46722.640625 Penalty: 633.477966
	Iteration 3F: 3 clusters Score -46722.64 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -46778.226562 Penalty: 633.477966
	Iteration 4F: 3 clusters Score -46778.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -46835.988281 Penalty: 633.477966
	Iteration 5F: 3 clusters Score -46835.99 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -46886.625000 Penalty: 633.477966
	Iteration 6F: 3 clusters Score -46886.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -46950.691406 Penalty: 633.477966
	Iteration 7F: 3 clusters Score -46950.69 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -47016.023438 Penalty: 633.477966
	Iteration 8F: 3 clusters Score -47016.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -47081.023438 Penalty: 633.477966
	Iteration 9F: 3 clusters Score -47081.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -47130.730469 Penalty: 633.477966
	Iteration 10Q: 3 clusters Score -47130.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -47165.125000 Penalty: 633.477966
	Iteration 11Q: 3 clusters Score -47165.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -47196.136719 Penalty: 633.477966
	Iteration 12Q: 3 clusters Score -47196.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -47224.253906 Penalty: 633.477966
	Iteration 13Q: 3 clusters Score -47224.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -47242.457031 Penalty: 633.477966
	Iteration 14Q: 3 clusters Score -47242.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -47267.492188 Penalty: 633.477966
	Iteration 15Q: 3 clusters Score -47267.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -47284.679688 Penalty: 633.477966
	Iteration 16Q: 3 clusters Score -47284.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47292.500000 Penalty: 633.477966
	Iteration 17Q: 3 clusters Score -47292.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -47294.480469 Penalty: 633.477966
	Iteration 18Q: 3 clusters Score -47294.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -47295.718750 Penalty: 633.477966
	Iteration 19Q: 3 clusters Score -47295.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -47295.949219 Penalty: 633.477966
	Iteration 20F: 3 clusters Score -47295.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -47296.277344 Penalty: 633.477966
	Iteration 21Q: 3 clusters Score -47296.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -47296.277344 Penalty: 633.477966
	Iteration 22F: 3 clusters Score -47296.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 7144 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 35031 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 12282 members 
Mstep: Class 15 contains 297179 members 
Mstep: Class 16 contains 41220 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 28338 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 966 members 
Mstep: Class 28 contains 71136 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8489 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 709 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 346 members 
Entering Unmasked Estep 
Score: -27455290.000000 Penalty: 22205.326172
Splitting cluster 35 changes total score from -27455434.000000 to -27455290.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -16497.937500 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -16497.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16100.191406 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -16100.19 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16360.735352 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -16360.74 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16447.437500 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -16447.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16559.453125 Penalty: 545.223267
	Iteration 3F: 3 clusters Score -16559.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16677.951172 Penalty: 545.223267
	Iteration 4F: 3 clusters Score -16677.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16875.775391 Penalty: 545.223267
	Iteration 5F: 3 clusters Score -16875.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17211.486328 Penalty: 545.223267
	Iteration 6F: 3 clusters Score -17211.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -17313.500000 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -17313.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -17334.570312 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -17334.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17353.974609 Penalty: 545.223267
	Iteration 9Q: 3 clusters Score -17353.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -17390.671875 Penalty: 545.223267
	Iteration 10Q: 3 clusters Score -17390.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -17419.873047 Penalty: 545.223267
	Iteration 11Q: 3 clusters Score -17419.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -17439.666016 Penalty: 545.223267
	Iteration 12Q: 3 clusters Score -17439.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -17445.210938 Penalty: 545.223267
	Iteration 13Q: 3 clusters Score -17445.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -17445.210938 Penalty: 545.223267
	Iteration 14F: 3 clusters Score -17445.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 7144 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 35031 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 12282 members 
Mstep: Class 15 contains 297179 members 
Mstep: Class 16 contains 41220 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 28338 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 966 members 
Mstep: Class 28 contains 71136 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8489 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 350 members 
Mstep: Class 37 contains 50 members 
Entering Unmasked Estep 
Score: -27456092.000000 Penalty: 22205.326172
Splitting cluster 36 changes total score from -27455434.000000 to -27456092.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 7144 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 35031 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 12282 members 
Mstep: Class 15 contains 297179 members 
Mstep: Class 16 contains 41220 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 28338 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 966 members 
Mstep: Class 28 contains 71136 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8489 members 
Mstep: Class 34 contains 1832 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456102.000000 Penalty: 22205.326172
Iteration 159Q: 38 clusters Score -2.74561e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 2626 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3912 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3036 members 
Mstep: Class 6 contains 7146 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 34849 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 12252 members 
Mstep: Class 15 contains 297202 members 
Mstep: Class 16 contains 41214 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 28412 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 966 members 
Mstep: Class 28 contains 71244 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8500 members 
Mstep: Class 34 contains 1830 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 350 members 
Mstep: Class 37 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456256.000000 Penalty: 22205.326172
Iteration 160F: 38 clusters Score -2.745626e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3919 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3030 members 
Mstep: Class 6 contains 7145 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 34635 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 12229 members 
Mstep: Class 15 contains 297245 members 
Mstep: Class 16 contains 41209 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1541 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 28506 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 961 members 
Mstep: Class 28 contains 71341 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8509 members 
Mstep: Class 34 contains 1828 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 56 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456320.000000 Penalty: 22205.326172
Iteration 161Q: 38 clusters Score -2.745632e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 7149 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 34469 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 12201 members 
Mstep: Class 15 contains 297268 members 
Mstep: Class 16 contains 41192 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1542 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 145 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 28589 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 957 members 
Mstep: Class 28 contains 71430 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8515 members 
Mstep: Class 34 contains 1828 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 354 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456406.000000 Penalty: 22205.326172
Iteration 162Q: 38 clusters Score -2.745641e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3947 members 
Mstep: Class 3 contains 735 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3017 members 
Mstep: Class 6 contains 7152 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 34275 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 12179 members 
Mstep: Class 15 contains 297300 members 
Mstep: Class 16 contains 41190 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1541 members 
Mstep: Class 19 contains 214 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 144 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 28678 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 71500 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8528 members 
Mstep: Class 34 contains 1829 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456560.000000 Penalty: 22205.326172
Iteration 163Q: 38 clusters Score -2.745656e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 3 contains 735 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3013 members 
Mstep: Class 6 contains 7162 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 34091 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 12151 members 
Mstep: Class 15 contains 297337 members 
Mstep: Class 16 contains 41181 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1542 members 
Mstep: Class 19 contains 215 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6549 members 
Mstep: Class 23 contains 28765 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 71567 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8539 members 
Mstep: Class 34 contains 1829 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456652.000000 Penalty: 22205.326172
Iteration 164Q: 38 clusters Score -2.745665e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3979 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3011 members 
Mstep: Class 6 contains 7172 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 33906 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 12125 members 
Mstep: Class 15 contains 297368 members 
Mstep: Class 16 contains 41170 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1544 members 
Mstep: Class 19 contains 215 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6549 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 71631 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8550 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456726.000000 Penalty: 22205.326172
Iteration 165Q: 38 clusters Score -2.745673e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3991 members 
Mstep: Class 3 contains 739 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3010 members 
Mstep: Class 6 contains 7180 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 33746 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 12102 members 
Mstep: Class 15 contains 297392 members 
Mstep: Class 16 contains 41163 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 215 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6549 members 
Mstep: Class 23 contains 28924 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 71691 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8556 members 
Mstep: Class 34 contains 1835 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456684.000000 Penalty: 22205.326172
Iteration 166Q: 38 clusters Score -2.745668e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4003 members 
Mstep: Class 3 contains 740 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3008 members 
Mstep: Class 6 contains 7181 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 33573 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 12090 members 
Mstep: Class 15 contains 297436 members 
Mstep: Class 16 contains 41155 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1548 members 
Mstep: Class 19 contains 215 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6549 members 
Mstep: Class 23 contains 29000 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 71749 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8560 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456788.000000 Penalty: 22205.326172
Iteration 167Q: 38 clusters Score -2.745679e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3006 members 
Mstep: Class 6 contains 7184 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 33406 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 12076 members 
Mstep: Class 15 contains 297495 members 
Mstep: Class 16 contains 41145 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1548 members 
Mstep: Class 19 contains 215 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 29064 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 71795 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8565 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456778.000000 Penalty: 22205.326172
Iteration 168Q: 38 clusters Score -2.745678e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4034 members 
Mstep: Class 3 contains 740 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 3002 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 33253 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 12068 members 
Mstep: Class 15 contains 297557 members 
Mstep: Class 16 contains 41135 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 29108 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 71837 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8576 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456760.000000 Penalty: 22205.326172
Iteration 169Q: 38 clusters Score -2.745676e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4054 members 
Mstep: Class 3 contains 740 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2996 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 33096 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 12064 members 
Mstep: Class 15 contains 297631 members 
Mstep: Class 16 contains 41131 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6549 members 
Mstep: Class 23 contains 29149 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 71870 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8581 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456768.000000 Penalty: 22205.326172
Iteration 170Q: 38 clusters Score -2.745677e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 739 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 7191 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 32928 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 12056 members 
Mstep: Class 15 contains 297714 members 
Mstep: Class 16 contains 41132 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6548 members 
Mstep: Class 23 contains 29188 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 71891 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8588 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456732.000000 Penalty: 22205.326172
Iteration 171Q: 38 clusters Score -2.745673e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4098 members 
Mstep: Class 3 contains 739 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2985 members 
Mstep: Class 6 contains 7196 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 32796 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 12045 members 
Mstep: Class 15 contains 297751 members 
Mstep: Class 16 contains 41138 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6546 members 
Mstep: Class 23 contains 29228 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 71921 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8601 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456706.000000 Penalty: 22205.326172
Iteration 172Q: 38 clusters Score -2.745671e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 7197 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 32648 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 12036 members 
Mstep: Class 15 contains 297787 members 
Mstep: Class 16 contains 41138 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6545 members 
Mstep: Class 23 contains 29264 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 71969 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8618 members 
Mstep: Class 34 contains 1835 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456710.000000 Penalty: 22205.326172
Iteration 173Q: 38 clusters Score -2.745671e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2978 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 32502 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 12023 members 
Mstep: Class 15 contains 297840 members 
Mstep: Class 16 contains 41130 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6542 members 
Mstep: Class 23 contains 29302 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 72010 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8636 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456710.000000 Penalty: 22205.326172
Iteration 174Q: 38 clusters Score -2.745671e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4151 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2974 members 
Mstep: Class 6 contains 7204 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 32340 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 12008 members 
Mstep: Class 15 contains 297885 members 
Mstep: Class 16 contains 41135 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6539 members 
Mstep: Class 23 contains 29341 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 72071 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8654 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456734.000000 Penalty: 22205.326172
Iteration 175Q: 38 clusters Score -2.745673e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4166 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2970 members 
Mstep: Class 6 contains 7206 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 32211 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 11994 members 
Mstep: Class 15 contains 297891 members 
Mstep: Class 16 contains 41138 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6536 members 
Mstep: Class 23 contains 29384 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 72138 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8669 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456714.000000 Penalty: 22205.326172
Iteration 176Q: 38 clusters Score -2.745671e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4175 members 
Mstep: Class 3 contains 740 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2966 members 
Mstep: Class 6 contains 7213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 32073 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 11980 members 
Mstep: Class 15 contains 297909 members 
Mstep: Class 16 contains 41138 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6533 members 
Mstep: Class 23 contains 29417 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 72214 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8685 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456680.000000 Penalty: 22205.326172
Iteration 177Q: 38 clusters Score -2.745668e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4181 members 
Mstep: Class 3 contains 740 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2959 members 
Mstep: Class 6 contains 7212 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31965 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 11971 members 
Mstep: Class 15 contains 297916 members 
Mstep: Class 16 contains 41134 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6530 members 
Mstep: Class 23 contains 29447 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 464 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 72290 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8698 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456626.000000 Penalty: 22205.326172
Iteration 178Q: 38 clusters Score -2.745663e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 740 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2953 members 
Mstep: Class 6 contains 7213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31853 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 11958 members 
Mstep: Class 15 contains 297907 members 
Mstep: Class 16 contains 41135 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6529 members 
Mstep: Class 23 contains 29473 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 465 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 72382 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8712 members 
Mstep: Class 34 contains 1835 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456714.000000 Penalty: 22205.326172
Iteration 179Q: 38 clusters Score -2.745671e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 738 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 7210 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31766 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 11933 members 
Mstep: Class 15 contains 297908 members 
Mstep: Class 16 contains 41127 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1548 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 143 members 
Mstep: Class 22 contains 6527 members 
Mstep: Class 23 contains 29494 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 466 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 72475 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8727 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 63 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456674.000000 Penalty: 22205.326172
Iteration 180F: 38 clusters Score -2.745667e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 738 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 7211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31701 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 11905 members 
Mstep: Class 15 contains 297880 members 
Mstep: Class 16 contains 41134 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 6527 members 
Mstep: Class 23 contains 29517 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 466 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 72557 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8735 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 68 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456732.000000 Penalty: 22205.326172
Iteration 181Q: 38 clusters Score -2.745673e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4202 members 
Mstep: Class 3 contains 739 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 7210 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31623 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 11886 members 
Mstep: Class 15 contains 297881 members 
Mstep: Class 16 contains 41138 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1548 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6525 members 
Mstep: Class 23 contains 29541 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 607 members 
Mstep: Class 26 contains 466 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 72620 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8742 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 1057 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456718.000000 Penalty: 22205.326172
Iteration 182Q: 38 clusters Score -2.745672e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4206 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 7211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31557 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 11857 members 
Mstep: Class 15 contains 297873 members 
Mstep: Class 16 contains 41144 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6522 members 
Mstep: Class 23 contains 29568 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 605 members 
Mstep: Class 26 contains 466 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 72684 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 1057 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456712.000000 Penalty: 22205.326172
Iteration 183Q: 38 clusters Score -2.745671e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4211 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2918 members 
Mstep: Class 6 contains 7212 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31501 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 11829 members 
Mstep: Class 15 contains 297870 members 
Mstep: Class 16 contains 41152 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1550 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6523 members 
Mstep: Class 23 contains 29590 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 466 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 72742 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8754 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 1057 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456722.000000 Penalty: 22205.326172
Iteration 184Q: 38 clusters Score -2.745672e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4217 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2909 members 
Mstep: Class 6 contains 7216 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31429 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 11806 members 
Mstep: Class 15 contains 297876 members 
Mstep: Class 16 contains 41156 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6522 members 
Mstep: Class 23 contains 29614 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 466 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 72794 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8764 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456708.000000 Penalty: 22205.326172
Iteration 185Q: 38 clusters Score -2.745671e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2908 members 
Mstep: Class 6 contains 7212 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31375 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 11778 members 
Mstep: Class 15 contains 297877 members 
Mstep: Class 16 contains 41150 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6520 members 
Mstep: Class 23 contains 29642 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 72840 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8776 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456662.000000 Penalty: 22205.326172
Iteration 186Q: 38 clusters Score -2.745666e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4233 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2909 members 
Mstep: Class 6 contains 7212 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31325 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 11754 members 
Mstep: Class 15 contains 297847 members 
Mstep: Class 16 contains 41146 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6516 members 
Mstep: Class 23 contains 29678 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 72896 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8783 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456634.000000 Penalty: 22205.326172
Iteration 187Q: 38 clusters Score -2.745663e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4244 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2909 members 
Mstep: Class 6 contains 7213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31278 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 11726 members 
Mstep: Class 15 contains 297816 members 
Mstep: Class 16 contains 41145 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6513 members 
Mstep: Class 23 contains 29719 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 72945 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8788 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456694.000000 Penalty: 22205.326172
Iteration 188Q: 38 clusters Score -2.745669e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2909 members 
Mstep: Class 6 contains 7211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31216 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 11711 members 
Mstep: Class 15 contains 297790 members 
Mstep: Class 16 contains 41143 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6513 members 
Mstep: Class 23 contains 29753 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 73006 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8792 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456630.000000 Penalty: 22205.326172
Iteration 189Q: 38 clusters Score -2.745663e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2908 members 
Mstep: Class 6 contains 7209 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31164 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 11687 members 
Mstep: Class 15 contains 297765 members 
Mstep: Class 16 contains 41137 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6514 members 
Mstep: Class 23 contains 29783 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 73074 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8797 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456650.000000 Penalty: 22205.326172
Iteration 190Q: 38 clusters Score -2.745665e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2905 members 
Mstep: Class 6 contains 7209 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31121 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 11654 members 
Mstep: Class 15 contains 297738 members 
Mstep: Class 16 contains 41131 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6514 members 
Mstep: Class 23 contains 29822 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 73132 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8805 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456716.000000 Penalty: 22205.326172
Iteration 191Q: 38 clusters Score -2.745672e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4272 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2901 members 
Mstep: Class 6 contains 7208 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31075 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 11624 members 
Mstep: Class 15 contains 297716 members 
Mstep: Class 16 contains 41136 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1551 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6514 members 
Mstep: Class 23 contains 29854 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 73179 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8812 members 
Mstep: Class 34 contains 1837 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456714.000000 Penalty: 22205.326172
Iteration 192Q: 38 clusters Score -2.745671e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4285 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2899 members 
Mstep: Class 6 contains 7207 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31049 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 11584 members 
Mstep: Class 15 contains 297683 members 
Mstep: Class 16 contains 41129 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6514 members 
Mstep: Class 23 contains 29889 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 73232 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8816 members 
Mstep: Class 34 contains 1840 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456750.000000 Penalty: 22205.326172
Iteration 193Q: 38 clusters Score -2.745675e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2899 members 
Mstep: Class 6 contains 7211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31028 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 11532 members 
Mstep: Class 15 contains 297647 members 
Mstep: Class 16 contains 41127 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6514 members 
Mstep: Class 23 contains 29918 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 73288 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8822 members 
Mstep: Class 34 contains 1841 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456776.000000 Penalty: 22205.326172
Iteration 194Q: 38 clusters Score -2.745678e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4310 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2898 members 
Mstep: Class 6 contains 7214 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 31006 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 297619 members 
Mstep: Class 16 contains 41128 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6514 members 
Mstep: Class 23 contains 29949 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 73346 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8821 members 
Mstep: Class 34 contains 1846 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456764.000000 Penalty: 22205.326172
Iteration 195Q: 38 clusters Score -2.745676e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2898 members 
Mstep: Class 6 contains 7211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 30996 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 297605 members 
Mstep: Class 16 contains 41133 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1555 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6513 members 
Mstep: Class 23 contains 29971 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 73391 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8820 members 
Mstep: Class 34 contains 1851 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456718.000000 Penalty: 22205.326172
Iteration 196Q: 38 clusters Score -2.745672e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4322 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2898 members 
Mstep: Class 6 contains 7207 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 30979 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 11366 members 
Mstep: Class 15 contains 297571 members 
Mstep: Class 16 contains 41150 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1557 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6512 members 
Mstep: Class 23 contains 29997 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 73443 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8821 members 
Mstep: Class 34 contains 1856 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456740.000000 Penalty: 22205.326172
Iteration 197Q: 38 clusters Score -2.745674e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4325 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 2897 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 30947 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 11332 members 
Mstep: Class 15 contains 297532 members 
Mstep: Class 16 contains 41161 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1557 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6511 members 
Mstep: Class 23 contains 30035 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 73495 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8822 members 
Mstep: Class 34 contains 1863 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456776.000000 Penalty: 22205.326172
Iteration 198Q: 38 clusters Score -2.745678e+07 nChanged 240
Entering ConstructFrom: 
Score: -27456776.000000 Penalty: 22205.326172
Entering ConstructFrom: 
Trying to split cluster 1 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -7161.950195 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -7161.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6908.341309 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -6908.341 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6994.008789 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -6994.009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7013.740723 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -7013.741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7018.951172 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -7018.951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7023.430664 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -7023.431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7028.058105 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -7028.058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7035.188477 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -7035.188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7039.817383 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -7039.817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7045.486328 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -7045.486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7047.003418 Penalty: 484.836731
	Iteration 9Q: 3 clusters Score -7047.003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7047.003418 Penalty: 484.836731
	Iteration 10F: 3 clusters Score -7047.003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Entering Unmasked Estep 
Score: -242598.281250 Penalty: 381.007233
	Iteration 0F: 2 clusters Score -242598.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -239627.687500 Penalty: 762.014465
	Iteration 0F: 3 clusters Score -239627.7 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -240769.625000 Penalty: 762.014465
	Iteration 1F: 3 clusters Score -240769.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -240935.812500 Penalty: 762.014465
	Iteration 2F: 3 clusters Score -240935.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -241107.468750 Penalty: 762.014465
	Iteration 3F: 3 clusters Score -241107.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -241295.343750 Penalty: 762.014465
	Iteration 4F: 3 clusters Score -241295.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -241488.937500 Penalty: 762.014465
	Iteration 5F: 3 clusters Score -241488.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -241611.468750 Penalty: 762.014465
	Iteration 6Q: 3 clusters Score -241611.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -241692.859375 Penalty: 762.014465
	Iteration 7Q: 3 clusters Score -241692.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -241743.875000 Penalty: 762.014465
	Iteration 8Q: 3 clusters Score -241743.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -241783.718750 Penalty: 762.014465
	Iteration 9Q: 3 clusters Score -241783.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -241825.484375 Penalty: 762.014465
	Iteration 10Q: 3 clusters Score -241825.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -241863.890625 Penalty: 762.014465
	Iteration 11Q: 3 clusters Score -241863.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -241905.781250 Penalty: 762.014465
	Iteration 12Q: 3 clusters Score -241905.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -241953.765625 Penalty: 762.014465
	Iteration 13Q: 3 clusters Score -241953.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -242001.000000 Penalty: 762.014465
	Iteration 14Q: 3 clusters Score -242001 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -242049.921875 Penalty: 762.014465
	Iteration 15Q: 3 clusters Score -242049.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -242086.406250 Penalty: 762.014465
	Iteration 16Q: 3 clusters Score -242086.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -242109.750000 Penalty: 762.014465
	Iteration 17Q: 3 clusters Score -242109.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -242126.187500 Penalty: 762.014465
	Iteration 18Q: 3 clusters Score -242126.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -242143.890625 Penalty: 762.014465
	Iteration 19Q: 3 clusters Score -242143.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -242159.968750 Penalty: 762.014465
	Iteration 20F: 3 clusters Score -242160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -242175.828125 Penalty: 762.014465
	Iteration 21Q: 3 clusters Score -242175.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -242190.906250 Penalty: 762.014465
	Iteration 22Q: 3 clusters Score -242190.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -242199.390625 Penalty: 762.014465
	Iteration 23Q: 3 clusters Score -242199.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -242203.640625 Penalty: 762.014465
	Iteration 24Q: 3 clusters Score -242203.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -242205.937500 Penalty: 762.014465
	Iteration 25Q: 3 clusters Score -242205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -242208.187500 Penalty: 762.014465
	Iteration 26Q: 3 clusters Score -242208.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -242210.421875 Penalty: 762.014465
	Iteration 27Q: 3 clusters Score -242210.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -242212.609375 Penalty: 762.014465
	Iteration 28Q: 3 clusters Score -242212.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -242216.203125 Penalty: 762.014465
	Iteration 29Q: 3 clusters Score -242216.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -242218.718750 Penalty: 762.014465
	Iteration 30Q: 3 clusters Score -242218.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -242220.187500 Penalty: 762.014465
	Iteration 31Q: 3 clusters Score -242220.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -242223.218750 Penalty: 762.014465
	Iteration 32Q: 3 clusters Score -242223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -242225.859375 Penalty: 762.014465
	Iteration 33Q: 3 clusters Score -242225.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -242227.468750 Penalty: 762.014465
	Iteration 34Q: 3 clusters Score -242227.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -242230.562500 Penalty: 762.014465
	Iteration 35Q: 3 clusters Score -242230.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -242232.328125 Penalty: 762.014465
	Iteration 36Q: 3 clusters Score -242232.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -242235.234375 Penalty: 762.014465
	Iteration 37Q: 3 clusters Score -242235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -242239.406250 Penalty: 762.014465
	Iteration 38Q: 3 clusters Score -242239.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -242246.734375 Penalty: 762.014465
	Iteration 39Q: 3 clusters Score -242246.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -242253.234375 Penalty: 762.014465
	Iteration 40F: 3 clusters Score -242253.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -242258.171875 Penalty: 762.014465
	Iteration 41Q: 3 clusters Score -242258.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -242262.906250 Penalty: 762.014465
	Iteration 42Q: 3 clusters Score -242262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -242265.609375 Penalty: 762.014465
	Iteration 43Q: 3 clusters Score -242265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -242266.921875 Penalty: 762.014465
	Iteration 44Q: 3 clusters Score -242266.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -242269.390625 Penalty: 762.014465
	Iteration 45Q: 3 clusters Score -242269.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -242270.312500 Penalty: 762.014465
	Iteration 46Q: 3 clusters Score -242270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -242270.765625 Penalty: 762.014465
	Iteration 47Q: 3 clusters Score -242270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -242271.171875 Penalty: 762.014465
	Iteration 48Q: 3 clusters Score -242271.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -242271.171875 Penalty: 762.014465
	Iteration 49F: 3 clusters Score -242271.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -41184.785156 Penalty: 301.995239
	Iteration 0F: 2 clusters Score -41184.79 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 389 members 
Entering Unmasked Estep 
Score: -40540.191406 Penalty: 603.990479
	Iteration 0F: 3 clusters Score -40540.19 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -40708.179688 Penalty: 603.990479
	Iteration 1F: 3 clusters Score -40708.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -40732.437500 Penalty: 603.990479
	Iteration 2F: 3 clusters Score -40732.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40747.136719 Penalty: 603.990479
	Iteration 3Q: 3 clusters Score -40747.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -40759.007812 Penalty: 603.990479
	Iteration 4Q: 3 clusters Score -40759.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -40774.175781 Penalty: 603.990479
	Iteration 5Q: 3 clusters Score -40774.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -40787.179688 Penalty: 603.990479
	Iteration 6Q: 3 clusters Score -40787.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -40794.000000 Penalty: 603.990479
	Iteration 7Q: 3 clusters Score -40794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -40802.203125 Penalty: 603.990479
	Iteration 8Q: 3 clusters Score -40802.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -40807.097656 Penalty: 603.990479
	Iteration 9Q: 3 clusters Score -40807.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -40810.640625 Penalty: 603.990479
	Iteration 10Q: 3 clusters Score -40810.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -40814.152344 Penalty: 603.990479
	Iteration 11Q: 3 clusters Score -40814.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -40816.902344 Penalty: 603.990479
	Iteration 12Q: 3 clusters Score -40816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -40818.988281 Penalty: 603.990479
	Iteration 13Q: 3 clusters Score -40818.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -40820.019531 Penalty: 603.990479
	Iteration 14Q: 3 clusters Score -40820.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -40823.281250 Penalty: 603.990479
	Iteration 15Q: 3 clusters Score -40823.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -40826.062500 Penalty: 603.990479
	Iteration 16Q: 3 clusters Score -40826.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -40828.718750 Penalty: 603.990479
	Iteration 17Q: 3 clusters Score -40828.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -40831.234375 Penalty: 603.990479
	Iteration 18Q: 3 clusters Score -40831.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -40834.621094 Penalty: 603.990479
	Iteration 19Q: 3 clusters Score -40834.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -40836.527344 Penalty: 603.990479
	Iteration 20F: 3 clusters Score -40836.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -40838.476562 Penalty: 603.990479
	Iteration 21Q: 3 clusters Score -40838.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -40839.730469 Penalty: 603.990479
	Iteration 22Q: 3 clusters Score -40839.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -40840.062500 Penalty: 603.990479
	Iteration 23Q: 3 clusters Score -40840.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -40840.062500 Penalty: 603.990479
	Iteration 24F: 3 clusters Score -40840.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -23181.294922 Penalty: 285.071198
	Iteration 0F: 2 clusters Score -23181.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -22696.173828 Penalty: 570.142395
	Iteration 0F: 3 clusters Score -22696.17 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -22915.201172 Penalty: 570.142395
	Iteration 1F: 3 clusters Score -22915.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23018.148438 Penalty: 570.142395
	Iteration 2F: 3 clusters Score -23018.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23102.339844 Penalty: 570.142395
	Iteration 3F: 3 clusters Score -23102.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23161.787109 Penalty: 570.142395
	Iteration 4F: 3 clusters Score -23161.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23192.857422 Penalty: 570.142395
	Iteration 5Q: 3 clusters Score -23192.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23227.316406 Penalty: 570.142395
	Iteration 6Q: 3 clusters Score -23227.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23237.980469 Penalty: 570.142395
	Iteration 7Q: 3 clusters Score -23237.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23239.982422 Penalty: 570.142395
	Iteration 8Q: 3 clusters Score -23239.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23239.982422 Penalty: 570.142395
	Iteration 9F: 3 clusters Score -23239.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4332 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 2896 members 
Mstep: Class 6 contains 7198 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 30917 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 11295 members 
Mstep: Class 15 contains 297503 members 
Mstep: Class 16 contains 41164 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1557 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6509 members 
Mstep: Class 23 contains 30070 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 73551 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8819 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 238 members 
Entering Unmasked Estep 
Score: -27456604.000000 Penalty: 22805.468750
Splitting cluster 4 changes total score from -27456776.000000 to -27456604.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -146683.109375 Penalty: 362.684387
	Iteration 0F: 2 clusters Score -146683.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -144686.859375 Penalty: 725.368774
	Iteration 0F: 3 clusters Score -144686.9 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -145367.515625 Penalty: 725.368774
	Iteration 1F: 3 clusters Score -145367.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -145476.828125 Penalty: 725.368774
	Iteration 2F: 3 clusters Score -145476.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -145616.140625 Penalty: 725.368774
	Iteration 3F: 3 clusters Score -145616.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -145752.312500 Penalty: 725.368774
	Iteration 4F: 3 clusters Score -145752.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -145910.203125 Penalty: 725.368774
	Iteration 5F: 3 clusters Score -145910.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -146068.812500 Penalty: 725.368774
	Iteration 6F: 3 clusters Score -146068.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -146207.781250 Penalty: 725.368774
	Iteration 7F: 3 clusters Score -146207.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -146329.828125 Penalty: 725.368774
	Iteration 8F: 3 clusters Score -146329.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -146401.921875 Penalty: 725.368774
	Iteration 9Q: 3 clusters Score -146401.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -146452.546875 Penalty: 725.368774
	Iteration 10Q: 3 clusters Score -146452.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -146491.140625 Penalty: 725.368774
	Iteration 11Q: 3 clusters Score -146491.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -146510.250000 Penalty: 725.368774
	Iteration 12Q: 3 clusters Score -146510.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -146514.984375 Penalty: 725.368774
	Iteration 13Q: 3 clusters Score -146515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -146517.828125 Penalty: 725.368774
	Iteration 14Q: 3 clusters Score -146517.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -146520.859375 Penalty: 725.368774
	Iteration 15Q: 3 clusters Score -146520.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -146522.281250 Penalty: 725.368774
	Iteration 16Q: 3 clusters Score -146522.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -146523.859375 Penalty: 725.368774
	Iteration 17Q: 3 clusters Score -146523.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -146524.984375 Penalty: 725.368774
	Iteration 18Q: 3 clusters Score -146525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -146525.406250 Penalty: 725.368774
	Iteration 19Q: 3 clusters Score -146525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -146526.765625 Penalty: 725.368774
	Iteration 20F: 3 clusters Score -146526.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -146527.453125 Penalty: 725.368774
	Iteration 21Q: 3 clusters Score -146527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -146528.171875 Penalty: 725.368774
	Iteration 22Q: 3 clusters Score -146528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -146528.765625 Penalty: 725.368774
	Iteration 23Q: 3 clusters Score -146528.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -146529.187500 Penalty: 725.368774
	Iteration 24Q: 3 clusters Score -146529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -146529.953125 Penalty: 725.368774
	Iteration 25Q: 3 clusters Score -146530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -146530.156250 Penalty: 725.368774
	Iteration 26Q: 3 clusters Score -146530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -146531.000000 Penalty: 725.368774
	Iteration 27Q: 3 clusters Score -146531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -146531.343750 Penalty: 725.368774
	Iteration 28Q: 3 clusters Score -146531.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -146531.531250 Penalty: 725.368774
	Iteration 29Q: 3 clusters Score -146531.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -146531.953125 Penalty: 725.368774
	Iteration 30Q: 3 clusters Score -146532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -146532.093750 Penalty: 725.368774
	Iteration 31Q: 3 clusters Score -146532.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -146532.796875 Penalty: 725.368774
	Iteration 32Q: 3 clusters Score -146532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -146532.921875 Penalty: 725.368774
	Iteration 33Q: 3 clusters Score -146532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -146533.312500 Penalty: 725.368774
	Iteration 34Q: 3 clusters Score -146533.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -146533.578125 Penalty: 725.368774
	Iteration 35Q: 3 clusters Score -146533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -146533.578125 Penalty: 725.368774
	Iteration 36F: 3 clusters Score -146533.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Entering Unmasked Estep 
Score: -381488.531250 Penalty: 404.110901
	Iteration 0F: 2 clusters Score -381488.5 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 3650 members 
Entering Unmasked Estep 
Score: -376627.812500 Penalty: 808.221802
	Iteration 0F: 3 clusters Score -376627.8 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -378445.375000 Penalty: 808.221802
	Iteration 1F: 3 clusters Score -378445.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -378607.750000 Penalty: 808.221802
	Iteration 2F: 3 clusters Score -378607.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -378836.000000 Penalty: 808.221802
	Iteration 3F: 3 clusters Score -378836 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -379209.031250 Penalty: 808.221802
	Iteration 4F: 3 clusters Score -379209 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -379744.875000 Penalty: 808.221802
	Iteration 5F: 3 clusters Score -379744.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -380299.000000 Penalty: 808.221802
	Iteration 6F: 3 clusters Score -380299 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -380737.343750 Penalty: 808.221802
	Iteration 7F: 3 clusters Score -380737.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -380957.812500 Penalty: 808.221802
	Iteration 8Q: 3 clusters Score -380957.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -381047.750000 Penalty: 808.221802
	Iteration 9Q: 3 clusters Score -381047.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -381086.718750 Penalty: 808.221802
	Iteration 10Q: 3 clusters Score -381086.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -381106.000000 Penalty: 808.221802
	Iteration 11Q: 3 clusters Score -381106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -381111.656250 Penalty: 808.221802
	Iteration 12Q: 3 clusters Score -381111.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -381122.562500 Penalty: 808.221802
	Iteration 13Q: 3 clusters Score -381122.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -381126.625000 Penalty: 808.221802
	Iteration 14Q: 3 clusters Score -381126.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -381129.656250 Penalty: 808.221802
	Iteration 15Q: 3 clusters Score -381129.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -381132.781250 Penalty: 808.221802
	Iteration 16Q: 3 clusters Score -381132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -381134.187500 Penalty: 808.221802
	Iteration 17Q: 3 clusters Score -381134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -381136.343750 Penalty: 808.221802
	Iteration 18Q: 3 clusters Score -381136.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -381136.343750 Penalty: 808.221802
	Iteration 19F: 3 clusters Score -381136.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3702.421143 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3702.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3544.114990 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3544.115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3551.401611 Penalty: 389.176636
	Iteration 1Q: 3 clusters Score -3551.402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3557.490967 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3557.491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3557.490967 Penalty: 389.176636
	Iteration 3F: 3 clusters Score -3557.491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -11514.793945 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -11514.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11187.852539 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -11187.85 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11264.408203 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -11264.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11278.545898 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -11278.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11293.345703 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -11293.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11296.197266 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -11296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11298.818359 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -11298.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11299.667969 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -11299.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11300.375000 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -11300.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11300.603516 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -11300.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11300.603516 Penalty: 507.411377
	Iteration 9F: 3 clusters Score -11300.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Entering Unmasked Estep 
Score: -196530.703125 Penalty: 375.840637
	Iteration 0F: 2 clusters Score -196530.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -193880.984375 Penalty: 751.681274
	Iteration 0F: 3 clusters Score -193881 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -194791.484375 Penalty: 751.681274
	Iteration 1F: 3 clusters Score -194791.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -194876.953125 Penalty: 751.681274
	Iteration 2F: 3 clusters Score -194877 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -194945.375000 Penalty: 751.681274
	Iteration 3Q: 3 clusters Score -194945.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -195039.843750 Penalty: 751.681274
	Iteration 4Q: 3 clusters Score -195039.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -195156.750000 Penalty: 751.681274
	Iteration 5F: 3 clusters Score -195156.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -195305.421875 Penalty: 751.681274
	Iteration 6F: 3 clusters Score -195305.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -195478.703125 Penalty: 751.681274
	Iteration 7F: 3 clusters Score -195478.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -195637.937500 Penalty: 751.681274
	Iteration 8F: 3 clusters Score -195637.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -195787.125000 Penalty: 751.681274
	Iteration 9F: 3 clusters Score -195787.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -195895.203125 Penalty: 751.681274
	Iteration 10Q: 3 clusters Score -195895.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -195971.921875 Penalty: 751.681274
	Iteration 11Q: 3 clusters Score -195971.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -196043.250000 Penalty: 751.681274
	Iteration 12Q: 3 clusters Score -196043.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -196088.468750 Penalty: 751.681274
	Iteration 13Q: 3 clusters Score -196088.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -196112.140625 Penalty: 751.681274
	Iteration 14Q: 3 clusters Score -196112.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -196131.468750 Penalty: 751.681274
	Iteration 15Q: 3 clusters Score -196131.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -196144.828125 Penalty: 751.681274
	Iteration 16Q: 3 clusters Score -196144.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -196154.640625 Penalty: 751.681274
	Iteration 17Q: 3 clusters Score -196154.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -196159.718750 Penalty: 751.681274
	Iteration 18Q: 3 clusters Score -196159.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -196165.734375 Penalty: 751.681274
	Iteration 19Q: 3 clusters Score -196165.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -196169.156250 Penalty: 751.681274
	Iteration 20F: 3 clusters Score -196169.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -196171.234375 Penalty: 751.681274
	Iteration 21Q: 3 clusters Score -196171.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -196172.921875 Penalty: 751.681274
	Iteration 22Q: 3 clusters Score -196172.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -196174.218750 Penalty: 751.681274
	Iteration 23Q: 3 clusters Score -196174.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -196176.125000 Penalty: 751.681274
	Iteration 24Q: 3 clusters Score -196176.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -196178.203125 Penalty: 751.681274
	Iteration 25Q: 3 clusters Score -196178.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -196179.250000 Penalty: 751.681274
	Iteration 26Q: 3 clusters Score -196179.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -196180.156250 Penalty: 751.681274
	Iteration 27Q: 3 clusters Score -196180.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -196181.312500 Penalty: 751.681274
	Iteration 28Q: 3 clusters Score -196181.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -196182.078125 Penalty: 751.681274
	Iteration 29Q: 3 clusters Score -196182.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -196182.890625 Penalty: 751.681274
	Iteration 30Q: 3 clusters Score -196182.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -196183.687500 Penalty: 751.681274
	Iteration 31Q: 3 clusters Score -196183.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -196184.890625 Penalty: 751.681274
	Iteration 32Q: 3 clusters Score -196184.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -196185.234375 Penalty: 751.681274
	Iteration 33Q: 3 clusters Score -196185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -196185.468750 Penalty: 751.681274
	Iteration 34Q: 3 clusters Score -196185.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -196185.265625 Penalty: 751.681274
	Iteration 35Q: 3 clusters Score -196185.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -196185.265625 Penalty: 751.681274
	Iteration 36F: 3 clusters Score -196185.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Entering Unmasked Estep 
Score: -1674653.500000 Penalty: 470.427307
	Iteration 0F: 2 clusters Score -1674654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1653975.375000 Penalty: 940.854614
	Iteration 0F: 3 clusters Score -1653975 nChanged 14863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1662525.250000 Penalty: 940.854614
	Iteration 1F: 3 clusters Score -1662525 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1662848.500000 Penalty: 940.854614
	Iteration 2Q: 3 clusters Score -1662848 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1663219.125000 Penalty: 940.854614
	Iteration 3Q: 3 clusters Score -1663219 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -1663646.125000 Penalty: 940.854614
	Iteration 4Q: 3 clusters Score -1663646 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1664180.500000 Penalty: 940.854614
	Iteration 5Q: 3 clusters Score -1664180 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -1664865.375000 Penalty: 940.854614
	Iteration 6Q: 3 clusters Score -1664865 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -1665767.000000 Penalty: 940.854614
	Iteration 7Q: 3 clusters Score -1665767 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -1666962.500000 Penalty: 940.854614
	Iteration 8Q: 3 clusters Score -1666962 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -1668212.250000 Penalty: 940.854614
	Iteration 9F: 3 clusters Score -1668212 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -1669142.875000 Penalty: 940.854614
	Iteration 10Q: 3 clusters Score -1669143 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -1669620.000000 Penalty: 940.854614
	Iteration 11Q: 3 clusters Score -1669620 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -1669892.500000 Penalty: 940.854614
	Iteration 12Q: 3 clusters Score -1669892 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -1670140.625000 Penalty: 940.854614
	Iteration 13Q: 3 clusters Score -1670141 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -1670397.250000 Penalty: 940.854614
	Iteration 14Q: 3 clusters Score -1670397 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -1670663.125000 Penalty: 940.854614
	Iteration 15Q: 3 clusters Score -1670663 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -1670931.750000 Penalty: 940.854614
	Iteration 16Q: 3 clusters Score -1670932 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -1671187.500000 Penalty: 940.854614
	Iteration 17Q: 3 clusters Score -1671188 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -1671405.375000 Penalty: 940.854614
	Iteration 18Q: 3 clusters Score -1671405 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -1671635.250000 Penalty: 940.854614
	Iteration 19Q: 3 clusters Score -1671635 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -1671883.250000 Penalty: 940.854614
	Iteration 20F: 3 clusters Score -1671883 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -1672124.500000 Penalty: 940.854614
	Iteration 21Q: 3 clusters Score -1672124 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -1672355.750000 Penalty: 940.854614
	Iteration 22Q: 3 clusters Score -1672356 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -1672573.375000 Penalty: 940.854614
	Iteration 23Q: 3 clusters Score -1672573 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -1672798.000000 Penalty: 940.854614
	Iteration 24Q: 3 clusters Score -1672798 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -1673005.250000 Penalty: 940.854614
	Iteration 25Q: 3 clusters Score -1673005 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -1673204.000000 Penalty: 940.854614
	Iteration 26Q: 3 clusters Score -1673204 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -1673347.500000 Penalty: 940.854614
	Iteration 27Q: 3 clusters Score -1673348 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -1673477.250000 Penalty: 940.854614
	Iteration 28Q: 3 clusters Score -1673477 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -1673601.750000 Penalty: 940.854614
	Iteration 29Q: 3 clusters Score -1673602 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -1673715.625000 Penalty: 940.854614
	Iteration 30Q: 3 clusters Score -1673716 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -1673826.500000 Penalty: 940.854614
	Iteration 31Q: 3 clusters Score -1673826 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -1673922.250000 Penalty: 940.854614
	Iteration 32Q: 3 clusters Score -1673922 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -1673994.875000 Penalty: 940.854614
	Iteration 33Q: 3 clusters Score -1673995 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -1674055.375000 Penalty: 940.854614
	Iteration 34Q: 3 clusters Score -1674055 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -1674098.375000 Penalty: 940.854614
	Iteration 35Q: 3 clusters Score -1674098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -1674142.625000 Penalty: 940.854614
	Iteration 36Q: 3 clusters Score -1674143 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -1674172.625000 Penalty: 940.854614
	Iteration 37Q: 3 clusters Score -1674173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -1674198.750000 Penalty: 940.854614
	Iteration 38Q: 3 clusters Score -1674199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -1674212.625000 Penalty: 940.854614
	Iteration 39Q: 3 clusters Score -1674213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -1674228.750000 Penalty: 940.854614
	Iteration 40F: 3 clusters Score -1674229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -1674236.125000 Penalty: 940.854614
	Iteration 41Q: 3 clusters Score -1674236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -1674246.250000 Penalty: 940.854614
	Iteration 42Q: 3 clusters Score -1674246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -1674253.375000 Penalty: 940.854614
	Iteration 43Q: 3 clusters Score -1674253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -1674258.250000 Penalty: 940.854614
	Iteration 44Q: 3 clusters Score -1674258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -1674259.625000 Penalty: 940.854614
	Iteration 45Q: 3 clusters Score -1674260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -1674261.125000 Penalty: 940.854614
	Iteration 46Q: 3 clusters Score -1674261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -1674264.875000 Penalty: 940.854614
	Iteration 47Q: 3 clusters Score -1674265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -1674265.750000 Penalty: 940.854614
	Iteration 48Q: 3 clusters Score -1674266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -1674267.625000 Penalty: 940.854614
	Iteration 49Q: 3 clusters Score -1674268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -1674267.375000 Penalty: 940.854614
	Iteration 50Q: 3 clusters Score -1674267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -1674268.125000 Penalty: 940.854614
	Iteration 51Q: 3 clusters Score -1674268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -1674269.000000 Penalty: 940.854614
	Iteration 52Q: 3 clusters Score -1674269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -1674271.000000 Penalty: 940.854614
	Iteration 53Q: 3 clusters Score -1674271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -1674271.000000 Penalty: 940.854614
	Iteration 54F: 3 clusters Score -1674271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -27294.294922 Penalty: 286.852417
	Iteration 0F: 2 clusters Score -27294.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26778.482422 Penalty: 573.704834
	Iteration 0F: 3 clusters Score -26778.48 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -26908.585938 Penalty: 573.704834
	Iteration 1F: 3 clusters Score -26908.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26946.974609 Penalty: 573.704834
	Iteration 2F: 3 clusters Score -26946.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26982.390625 Penalty: 573.704834
	Iteration 3F: 3 clusters Score -26982.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27000.757812 Penalty: 573.704834
	Iteration 4Q: 3 clusters Score -27000.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27005.468750 Penalty: 573.704834
	Iteration 5Q: 3 clusters Score -27005.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27011.335938 Penalty: 573.704834
	Iteration 6Q: 3 clusters Score -27011.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27011.683594 Penalty: 573.704834
	Iteration 7Q: 3 clusters Score -27011.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27011.683594 Penalty: 573.704834
	Iteration 8F: 3 clusters Score -27011.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -27133.115234 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -27133.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26627.492188 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -26627.49 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26768.949219 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -26768.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26791.619141 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -26791.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26797.890625 Penalty: 569.098450
	Iteration 3Q: 3 clusters Score -26797.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26799.738281 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -26799.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26800.564453 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -26800.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26800.978516 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -26800.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26801.107422 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -26801.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26801.417969 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -26801.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26801.513672 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -26801.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26801.513672 Penalty: 569.098450
	Iteration 10F: 3 clusters Score -26801.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -73346.625000 Penalty: 328.393677
	Iteration 0F: 2 clusters Score -73346.62 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 671 members 
Entering Unmasked Estep 
Score: -72316.414062 Penalty: 656.787354
	Iteration 0F: 3 clusters Score -72316.41 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -72706.257812 Penalty: 656.787354
	Iteration 1F: 3 clusters Score -72706.26 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -72889.101562 Penalty: 656.787354
	Iteration 2F: 3 clusters Score -72889.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -73029.484375 Penalty: 656.787354
	Iteration 3F: 3 clusters Score -73029.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -73105.960938 Penalty: 656.787354
	Iteration 4F: 3 clusters Score -73105.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -73156.546875 Penalty: 656.787354
	Iteration 5Q: 3 clusters Score -73156.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -73184.140625 Penalty: 656.787354
	Iteration 6Q: 3 clusters Score -73184.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -73202.453125 Penalty: 656.787354
	Iteration 7Q: 3 clusters Score -73202.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -73210.062500 Penalty: 656.787354
	Iteration 8Q: 3 clusters Score -73210.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -73219.250000 Penalty: 656.787354
	Iteration 9Q: 3 clusters Score -73219.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -73224.914062 Penalty: 656.787354
	Iteration 10Q: 3 clusters Score -73224.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -73229.804688 Penalty: 656.787354
	Iteration 11Q: 3 clusters Score -73229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -73231.765625 Penalty: 656.787354
	Iteration 12Q: 3 clusters Score -73231.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -73234.289062 Penalty: 656.787354
	Iteration 13Q: 3 clusters Score -73234.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -73236.429688 Penalty: 656.787354
	Iteration 14Q: 3 clusters Score -73236.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -73237.851562 Penalty: 656.787354
	Iteration 15Q: 3 clusters Score -73237.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -73238.890625 Penalty: 656.787354
	Iteration 16Q: 3 clusters Score -73238.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -73239.289062 Penalty: 656.787354
	Iteration 17Q: 3 clusters Score -73239.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -73239.289062 Penalty: 656.787354
	Iteration 18F: 3 clusters Score -73239.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Entering Unmasked Estep 
Score: -609744.875000 Penalty: 424.611237
	Iteration 0F: 2 clusters Score -609744.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -602255.000000 Penalty: 849.222473
	Iteration 0F: 3 clusters Score -602255 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -605359.937500 Penalty: 849.222473
	Iteration 1F: 3 clusters Score -605359.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -605677.312500 Penalty: 849.222473
	Iteration 2Q: 3 clusters Score -605677.3 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -606104.937500 Penalty: 849.222473
	Iteration 3F: 3 clusters Score -606104.9 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -606709.562500 Penalty: 849.222473
	Iteration 4F: 3 clusters Score -606709.6 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -607472.687500 Penalty: 849.222473
	Iteration 5F: 3 clusters Score -607472.7 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -608193.875000 Penalty: 849.222473
	Iteration 6F: 3 clusters Score -608193.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -608754.875000 Penalty: 849.222473
	Iteration 7F: 3 clusters Score -608754.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -609094.625000 Penalty: 849.222473
	Iteration 8Q: 3 clusters Score -609094.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -609233.937500 Penalty: 849.222473
	Iteration 9Q: 3 clusters Score -609233.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -609305.312500 Penalty: 849.222473
	Iteration 10Q: 3 clusters Score -609305.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -609341.500000 Penalty: 849.222473
	Iteration 11Q: 3 clusters Score -609341.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -609358.437500 Penalty: 849.222473
	Iteration 12Q: 3 clusters Score -609358.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -609367.125000 Penalty: 849.222473
	Iteration 13Q: 3 clusters Score -609367.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -609376.312500 Penalty: 849.222473
	Iteration 14Q: 3 clusters Score -609376.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -609380.250000 Penalty: 849.222473
	Iteration 15Q: 3 clusters Score -609380.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -609381.750000 Penalty: 849.222473
	Iteration 16Q: 3 clusters Score -609381.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -609381.750000 Penalty: 849.222473
	Iteration 17F: 3 clusters Score -609381.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (297503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297503 members 
Entering Unmasked Estep 
Score: -15821179.000000 Penalty: 573.444702
	Iteration 0F: 2 clusters Score -1.582118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148386 members 
Mstep: Class 2 contains 149117 members 
Entering Unmasked Estep 
Score: -15637547.000000 Penalty: 1146.889404
	Iteration 0F: 3 clusters Score -1.563755e+07 nChanged 146977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123951 members 
Mstep: Class 2 contains 173552 members 
Entering Unmasked Estep 
Score: -15734469.000000 Penalty: 1146.889404
	Iteration 1F: 3 clusters Score -1.573447e+07 nChanged 17407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110726 members 
Mstep: Class 2 contains 186777 members 
Entering Unmasked Estep 
Score: -15742750.000000 Penalty: 1146.889404
	Iteration 2F: 3 clusters Score -1.574275e+07 nChanged 21248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92672 members 
Mstep: Class 2 contains 204831 members 
Entering Unmasked Estep 
Score: -15756149.000000 Penalty: 1146.889404
	Iteration 3F: 3 clusters Score -1.575615e+07 nChanged 23416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 226119 members 
Entering Unmasked Estep 
Score: -15773769.000000 Penalty: 1146.889404
	Iteration 4F: 3 clusters Score -1.577377e+07 nChanged 20911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 245482 members 
Entering Unmasked Estep 
Score: -15791085.000000 Penalty: 1146.889404
	Iteration 5F: 3 clusters Score -1.579108e+07 nChanged 14826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 258822 members 
Entering Unmasked Estep 
Score: -15802993.000000 Penalty: 1146.889404
	Iteration 6Q: 3 clusters Score -1.580299e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 266693 members 
Entering Unmasked Estep 
Score: -15810824.000000 Penalty: 1146.889404
	Iteration 7Q: 3 clusters Score -1.581082e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 271833 members 
Entering Unmasked Estep 
Score: -15816226.000000 Penalty: 1146.889404
	Iteration 8Q: 3 clusters Score -1.581623e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 276126 members 
Entering Unmasked Estep 
Score: -15819310.000000 Penalty: 1146.889404
	Iteration 9Q: 3 clusters Score -1.581931e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 279979 members 
Entering Unmasked Estep 
Score: -15820913.000000 Penalty: 1146.889404
	Iteration 10Q: 3 clusters Score -1.582091e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 283222 members 
Entering Unmasked Estep 
Score: -15822041.000000 Penalty: 1146.889404
	Iteration 11Q: 3 clusters Score -1.582204e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 286035 members 
Entering Unmasked Estep 
Score: -15822593.000000 Penalty: 1146.889404
	Iteration 12Q: 3 clusters Score -1.582259e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 288221 members 
Entering Unmasked Estep 
Score: -15822963.000000 Penalty: 1146.889404
	Iteration 13Q: 3 clusters Score -1.582296e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 289828 members 
Entering Unmasked Estep 
Score: -15823207.000000 Penalty: 1146.889404
	Iteration 14Q: 3 clusters Score -1.582321e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 290976 members 
Entering Unmasked Estep 
Score: -15823151.000000 Penalty: 1146.889404
	Iteration 15Q: 3 clusters Score -1.582315e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 291789 members 
Entering Unmasked Estep 
Score: -15823253.000000 Penalty: 1146.889404
	Iteration 16Q: 3 clusters Score -1.582325e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 292328 members 
Entering Unmasked Estep 
Score: -15823148.000000 Penalty: 1146.889404
	Iteration 17Q: 3 clusters Score -1.582315e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 292685 members 
Entering Unmasked Estep 
Score: -15823121.000000 Penalty: 1146.889404
	Iteration 18Q: 3 clusters Score -1.582312e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 292941 members 
Entering Unmasked Estep 
Score: -15823151.000000 Penalty: 1146.889404
	Iteration 19Q: 3 clusters Score -1.582315e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 293099 members 
Entering Unmasked Estep 
Score: -15823131.000000 Penalty: 1146.889404
	Iteration 20F: 3 clusters Score -1.582313e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 293193 members 
Entering Unmasked Estep 
Score: -15823085.000000 Penalty: 1146.889404
	Iteration 21Q: 3 clusters Score -1.582308e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 293260 members 
Entering Unmasked Estep 
Score: -15823094.000000 Penalty: 1146.889404
	Iteration 22Q: 3 clusters Score -1.582309e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 293264 members 
Entering Unmasked Estep 
Score: -15823107.000000 Penalty: 1146.889404
	Iteration 23Q: 3 clusters Score -1.582311e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 293250 members 
Entering Unmasked Estep 
Score: -15823113.000000 Penalty: 1146.889404
	Iteration 24Q: 3 clusters Score -1.582311e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 293207 members 
Entering Unmasked Estep 
Score: -15823155.000000 Penalty: 1146.889404
	Iteration 25Q: 3 clusters Score -1.582316e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 293176 members 
Entering Unmasked Estep 
Score: -15823202.000000 Penalty: 1146.889404
	Iteration 26Q: 3 clusters Score -1.58232e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 293127 members 
Entering Unmasked Estep 
Score: -15823231.000000 Penalty: 1146.889404
	Iteration 27Q: 3 clusters Score -1.582323e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 293063 members 
Entering Unmasked Estep 
Score: -15823300.000000 Penalty: 1146.889404
	Iteration 28Q: 3 clusters Score -1.58233e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 293006 members 
Entering Unmasked Estep 
Score: -15823366.000000 Penalty: 1146.889404
	Iteration 29Q: 3 clusters Score -1.582337e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 292953 members 
Entering Unmasked Estep 
Score: -15823373.000000 Penalty: 1146.889404
	Iteration 30Q: 3 clusters Score -1.582337e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 292897 members 
Entering Unmasked Estep 
Score: -15823410.000000 Penalty: 1146.889404
	Iteration 31Q: 3 clusters Score -1.582341e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 292840 members 
Entering Unmasked Estep 
Score: -15823430.000000 Penalty: 1146.889404
	Iteration 32Q: 3 clusters Score -1.582343e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 292797 members 
Entering Unmasked Estep 
Score: -15823485.000000 Penalty: 1146.889404
	Iteration 33Q: 3 clusters Score -1.582348e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 292752 members 
Entering Unmasked Estep 
Score: -15823499.000000 Penalty: 1146.889404
	Iteration 34Q: 3 clusters Score -1.58235e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 292715 members 
Entering Unmasked Estep 
Score: -15823556.000000 Penalty: 1146.889404
	Iteration 35Q: 3 clusters Score -1.582356e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 292667 members 
Entering Unmasked Estep 
Score: -15823603.000000 Penalty: 1146.889404
	Iteration 36Q: 3 clusters Score -1.58236e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 292643 members 
Entering Unmasked Estep 
Score: -15823638.000000 Penalty: 1146.889404
	Iteration 37Q: 3 clusters Score -1.582364e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 292618 members 
Entering Unmasked Estep 
Score: -15823640.000000 Penalty: 1146.889404
	Iteration 38Q: 3 clusters Score -1.582364e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 292595 members 
Entering Unmasked Estep 
Score: -15823683.000000 Penalty: 1146.889404
	Iteration 39Q: 3 clusters Score -1.582368e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 292573 members 
Entering Unmasked Estep 
Score: -15823709.000000 Penalty: 1146.889404
	Iteration 40F: 3 clusters Score -1.582371e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 292534 members 
Entering Unmasked Estep 
Score: -15823786.000000 Penalty: 1146.889404
	Iteration 41Q: 3 clusters Score -1.582379e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 292509 members 
Entering Unmasked Estep 
Score: -15823775.000000 Penalty: 1146.889404
	Iteration 42Q: 3 clusters Score -1.582378e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 292482 members 
Entering Unmasked Estep 
Score: -15823780.000000 Penalty: 1146.889404
	Iteration 43Q: 3 clusters Score -1.582378e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 292467 members 
Entering Unmasked Estep 
Score: -15823798.000000 Penalty: 1146.889404
	Iteration 44Q: 3 clusters Score -1.58238e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 292456 members 
Entering Unmasked Estep 
Score: -15823808.000000 Penalty: 1146.889404
	Iteration 45Q: 3 clusters Score -1.582381e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 292444 members 
Entering Unmasked Estep 
Score: -15823817.000000 Penalty: 1146.889404
	Iteration 46Q: 3 clusters Score -1.582382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 292431 members 
Entering Unmasked Estep 
Score: -15823821.000000 Penalty: 1146.889404
	Iteration 47Q: 3 clusters Score -1.582382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 292424 members 
Entering Unmasked Estep 
Score: -15823822.000000 Penalty: 1146.889404
	Iteration 48Q: 3 clusters Score -1.582382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 292419 members 
Entering Unmasked Estep 
Score: -15823821.000000 Penalty: 1146.889404
	Iteration 49Q: 3 clusters Score -1.582382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 292415 members 
Entering Unmasked Estep 
Score: -15823817.000000 Penalty: 1146.889404
	Iteration 50Q: 3 clusters Score -1.582382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 292412 members 
Entering Unmasked Estep 
Score: -15823821.000000 Penalty: 1146.889404
	Iteration 51Q: 3 clusters Score -1.582382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 292409 members 
Entering Unmasked Estep 
Score: -15823830.000000 Penalty: 1146.889404
	Iteration 52Q: 3 clusters Score -1.582383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 292408 members 
Entering Unmasked Estep 
Score: -15823834.000000 Penalty: 1146.889404
	Iteration 53Q: 3 clusters Score -1.582383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 292411 members 
Entering Unmasked Estep 
Score: -15823817.000000 Penalty: 1146.889404
	Iteration 54Q: 3 clusters Score -1.582382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 292415 members 
Entering Unmasked Estep 
Score: -15823819.000000 Penalty: 1146.889404
	Iteration 55Q: 3 clusters Score -1.582382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 292426 members 
Entering Unmasked Estep 
Score: -15823808.000000 Penalty: 1146.889404
	Iteration 56Q: 3 clusters Score -1.582381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 292436 members 
Entering Unmasked Estep 
Score: -15823810.000000 Penalty: 1146.889404
	Iteration 57Q: 3 clusters Score -1.582381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 292443 members 
Entering Unmasked Estep 
Score: -15823810.000000 Penalty: 1146.889404
	Iteration 58Q: 3 clusters Score -1.582381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 292451 members 
Entering Unmasked Estep 
Score: -15823804.000000 Penalty: 1146.889404
	Iteration 59Q: 3 clusters Score -1.58238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 292462 members 
Entering Unmasked Estep 
Score: -15823806.000000 Penalty: 1146.889404
	Iteration 60F: 3 clusters Score -1.582381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 292471 members 
Entering Unmasked Estep 
Score: -15823803.000000 Penalty: 1146.889404
	Iteration 61Q: 3 clusters Score -1.58238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 292476 members 
Entering Unmasked Estep 
Score: -15823808.000000 Penalty: 1146.889404
	Iteration 62Q: 3 clusters Score -1.582381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 292479 members 
Entering Unmasked Estep 
Score: -15823808.000000 Penalty: 1146.889404
	Iteration 63Q: 3 clusters Score -1.582381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 292480 members 
Entering Unmasked Estep 
Score: -15823820.000000 Penalty: 1146.889404
	Iteration 64Q: 3 clusters Score -1.582382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 292480 members 
Entering Unmasked Estep 
Score: -15823806.000000 Penalty: 1146.889404
	Iteration 65Q: 3 clusters Score -1.582381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 292481 members 
Entering Unmasked Estep 
Score: -15823813.000000 Penalty: 1146.889404
	Iteration 66Q: 3 clusters Score -1.582381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 292480 members 
Entering Unmasked Estep 
Score: -15823821.000000 Penalty: 1146.889404
	Iteration 67Q: 3 clusters Score -1.582382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 292480 members 
Entering Unmasked Estep 
Score: -15823820.000000 Penalty: 1146.889404
	Iteration 68Q: 3 clusters Score -1.582382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 292481 members 
Entering Unmasked Estep 
Score: -15823817.000000 Penalty: 1146.889404
	Iteration 69Q: 3 clusters Score -1.582382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 292483 members 
Entering Unmasked Estep 
Score: -15823833.000000 Penalty: 1146.889404
	Iteration 70Q: 3 clusters Score -1.582383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 292485 members 
Entering Unmasked Estep 
Score: -15823819.000000 Penalty: 1146.889404
	Iteration 71Q: 3 clusters Score -1.582382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 292485 members 
Entering Unmasked Estep 
Score: -15823819.000000 Penalty: 1146.889404
	Iteration 72F: 3 clusters Score -1.582382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4332 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 526 members 
Mstep: Class 5 contains 2896 members 
Mstep: Class 6 contains 7198 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 30917 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 11295 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 41164 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 1557 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6509 members 
Mstep: Class 23 contains 30070 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 73551 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8819 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 292485 members 
Entering Unmasked Estep 
Score: -27459430.000000 Penalty: 22805.468750
Splitting cluster 15 changes total score from -27456776.000000 to -27459430.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 16 (41164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Entering Unmasked Estep 
Score: -2096729.000000 Penalty: 483.452026
	Iteration 0F: 2 clusters Score -2096729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2069232.500000 Penalty: 966.904053
	Iteration 0F: 3 clusters Score -2069232 nChanged 19822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2080984.750000 Penalty: 966.904053
	Iteration 1F: 3 clusters Score -2080985 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2081512.875000 Penalty: 966.904053
	Iteration 2Q: 3 clusters Score -2081513 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2082191.875000 Penalty: 966.904053
	Iteration 3Q: 3 clusters Score -2082192 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2083040.875000 Penalty: 966.904053
	Iteration 4Q: 3 clusters Score -2083041 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -2084156.125000 Penalty: 966.904053
	Iteration 5F: 3 clusters Score -2084156 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2085621.375000 Penalty: 966.904053
	Iteration 6F: 3 clusters Score -2085621 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -2087273.750000 Penalty: 966.904053
	Iteration 7F: 3 clusters Score -2087274 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -2088558.750000 Penalty: 966.904053
	Iteration 8F: 3 clusters Score -2088559 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -2089114.875000 Penalty: 966.904053
	Iteration 9Q: 3 clusters Score -2089115 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2089321.500000 Penalty: 966.904053
	Iteration 10Q: 3 clusters Score -2089322 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -2089397.000000 Penalty: 966.904053
	Iteration 11Q: 3 clusters Score -2089397 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -2089443.375000 Penalty: 966.904053
	Iteration 12Q: 3 clusters Score -2089443 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -2089474.875000 Penalty: 966.904053
	Iteration 13Q: 3 clusters Score -2089475 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -2089521.125000 Penalty: 966.904053
	Iteration 14Q: 3 clusters Score -2089521 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -2089564.000000 Penalty: 966.904053
	Iteration 15Q: 3 clusters Score -2089564 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2089608.375000 Penalty: 966.904053
	Iteration 16Q: 3 clusters Score -2089608 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -2089680.500000 Penalty: 966.904053
	Iteration 17Q: 3 clusters Score -2089680 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -2089758.250000 Penalty: 966.904053
	Iteration 18Q: 3 clusters Score -2089758 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -2089870.375000 Penalty: 966.904053
	Iteration 19Q: 3 clusters Score -2089870 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -2089997.500000 Penalty: 966.904053
	Iteration 20F: 3 clusters Score -2089998 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -2090166.500000 Penalty: 966.904053
	Iteration 21Q: 3 clusters Score -2090166 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -2090394.500000 Penalty: 966.904053
	Iteration 22Q: 3 clusters Score -2090394 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -2090644.625000 Penalty: 966.904053
	Iteration 23Q: 3 clusters Score -2090645 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -2090974.750000 Penalty: 966.904053
	Iteration 24Q: 3 clusters Score -2090975 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -2091411.375000 Penalty: 966.904053
	Iteration 25Q: 3 clusters Score -2091411 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -2091900.125000 Penalty: 966.904053
	Iteration 26Q: 3 clusters Score -2091900 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -2092483.375000 Penalty: 966.904053
	Iteration 27Q: 3 clusters Score -2092483 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -2093054.125000 Penalty: 966.904053
	Iteration 28Q: 3 clusters Score -2093054 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -2093621.375000 Penalty: 966.904053
	Iteration 29Q: 3 clusters Score -2093621 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -2094181.125000 Penalty: 966.904053
	Iteration 30Q: 3 clusters Score -2094181 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -2094612.375000 Penalty: 966.904053
	Iteration 31Q: 3 clusters Score -2094612 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -2094940.750000 Penalty: 966.904053
	Iteration 32Q: 3 clusters Score -2094941 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -2095166.000000 Penalty: 966.904053
	Iteration 33Q: 3 clusters Score -2095166 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -2095330.375000 Penalty: 966.904053
	Iteration 34Q: 3 clusters Score -2095330 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -2095456.875000 Penalty: 966.904053
	Iteration 35Q: 3 clusters Score -2095457 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -2095529.625000 Penalty: 966.904053
	Iteration 36Q: 3 clusters Score -2095530 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -2095590.250000 Penalty: 966.904053
	Iteration 37Q: 3 clusters Score -2095590 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -2095639.500000 Penalty: 966.904053
	Iteration 38Q: 3 clusters Score -2095640 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -2095682.000000 Penalty: 966.904053
	Iteration 39Q: 3 clusters Score -2095682 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -2095746.625000 Penalty: 966.904053
	Iteration 40F: 3 clusters Score -2095747 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -2095801.125000 Penalty: 966.904053
	Iteration 41Q: 3 clusters Score -2095801 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -2095838.500000 Penalty: 966.904053
	Iteration 42Q: 3 clusters Score -2095838 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -2095862.875000 Penalty: 966.904053
	Iteration 43Q: 3 clusters Score -2095863 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -2095893.875000 Penalty: 966.904053
	Iteration 44Q: 3 clusters Score -2095894 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -2095922.125000 Penalty: 966.904053
	Iteration 45Q: 3 clusters Score -2095922 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -2095940.875000 Penalty: 966.904053
	Iteration 46Q: 3 clusters Score -2095941 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -2095959.875000 Penalty: 966.904053
	Iteration 47Q: 3 clusters Score -2095960 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -2095977.250000 Penalty: 966.904053
	Iteration 48Q: 3 clusters Score -2095977 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -2095992.500000 Penalty: 966.904053
	Iteration 49Q: 3 clusters Score -2095992 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -2096011.375000 Penalty: 966.904053
	Iteration 50Q: 3 clusters Score -2096011 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -2096019.750000 Penalty: 966.904053
	Iteration 51Q: 3 clusters Score -2096020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -2096044.875000 Penalty: 966.904053
	Iteration 52Q: 3 clusters Score -2096045 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -2096063.125000 Penalty: 966.904053
	Iteration 53Q: 3 clusters Score -2096063 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -2096082.000000 Penalty: 966.904053
	Iteration 54Q: 3 clusters Score -2096082 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -2096088.875000 Penalty: 966.904053
	Iteration 55Q: 3 clusters Score -2096089 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -2096103.125000 Penalty: 966.904053
	Iteration 56Q: 3 clusters Score -2096103 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -2096116.000000 Penalty: 966.904053
	Iteration 57Q: 3 clusters Score -2096116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -2096128.875000 Penalty: 966.904053
	Iteration 58Q: 3 clusters Score -2096129 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -2096142.375000 Penalty: 966.904053
	Iteration 59Q: 3 clusters Score -2096142 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -2096153.125000 Penalty: 966.904053
	Iteration 60F: 3 clusters Score -2096153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -2096170.250000 Penalty: 966.904053
	Iteration 61Q: 3 clusters Score -2096170 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -2096180.250000 Penalty: 966.904053
	Iteration 62Q: 3 clusters Score -2096180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -2096188.875000 Penalty: 966.904053
	Iteration 63Q: 3 clusters Score -2096189 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -2096187.125000 Penalty: 966.904053
	Iteration 64Q: 3 clusters Score -2096187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -2096196.250000 Penalty: 966.904053
	Iteration 65Q: 3 clusters Score -2096196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -2096199.375000 Penalty: 966.904053
	Iteration 66Q: 3 clusters Score -2096199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -2096204.750000 Penalty: 966.904053
	Iteration 67Q: 3 clusters Score -2096205 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -2096205.000000 Penalty: 966.904053
	Iteration 68Q: 3 clusters Score -2096205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -2096205.125000 Penalty: 966.904053
	Iteration 69Q: 3 clusters Score -2096205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -2096209.750000 Penalty: 966.904053
	Iteration 70Q: 3 clusters Score -2096210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -2096213.250000 Penalty: 966.904053
	Iteration 71Q: 3 clusters Score -2096213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -2096217.875000 Penalty: 966.904053
	Iteration 72Q: 3 clusters Score -2096218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -2096219.625000 Penalty: 966.904053
	Iteration 73Q: 3 clusters Score -2096220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -2096224.750000 Penalty: 966.904053
	Iteration 74Q: 3 clusters Score -2096225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -2096221.125000 Penalty: 966.904053
	Iteration 75Q: 3 clusters Score -2096221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -2096222.625000 Penalty: 966.904053
	Iteration 76Q: 3 clusters Score -2096223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -2096222.125000 Penalty: 966.904053
	Iteration 77Q: 3 clusters Score -2096222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -2096225.500000 Penalty: 966.904053
	Iteration 78Q: 3 clusters Score -2096226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -2096228.250000 Penalty: 966.904053
	Iteration 79Q: 3 clusters Score -2096228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -2096230.375000 Penalty: 966.904053
	Iteration 80F: 3 clusters Score -2096230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -2096227.500000 Penalty: 966.904053
	Iteration 81Q: 3 clusters Score -2096228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -2096228.375000 Penalty: 966.904053
	Iteration 82Q: 3 clusters Score -2096228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -2096228.875000 Penalty: 966.904053
	Iteration 83Q: 3 clusters Score -2096229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -2096233.125000 Penalty: 966.904053
	Iteration 84Q: 3 clusters Score -2096233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -2096235.000000 Penalty: 966.904053
	Iteration 85Q: 3 clusters Score -2096235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -2096235.750000 Penalty: 966.904053
	Iteration 86Q: 3 clusters Score -2096236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -2096242.875000 Penalty: 966.904053
	Iteration 87Q: 3 clusters Score -2096243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -2096240.250000 Penalty: 966.904053
	Iteration 88Q: 3 clusters Score -2096240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -2096240.750000 Penalty: 966.904053
	Iteration 89Q: 3 clusters Score -2096241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -2096240.375000 Penalty: 966.904053
	Iteration 90Q: 3 clusters Score -2096240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -2096242.125000 Penalty: 966.904053
	Iteration 91Q: 3 clusters Score -2096242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -2096240.000000 Penalty: 966.904053
	Iteration 92Q: 3 clusters Score -2096240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -2096242.625000 Penalty: 966.904053
	Iteration 93Q: 3 clusters Score -2096243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -2096242.750000 Penalty: 966.904053
	Iteration 94Q: 3 clusters Score -2096243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -2096244.500000 Penalty: 966.904053
	Iteration 95Q: 3 clusters Score -2096244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -2096244.500000 Penalty: 966.904053
	Iteration 96F: 3 clusters Score -2096244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -19088.511719 Penalty: 274.614410
	Iteration 0F: 2 clusters Score -19088.51 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 205 members 
Entering Unmasked Estep 
Score: -18662.876953 Penalty: 549.228821
	Iteration 0F: 3 clusters Score -18662.88 nChanged 128
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: -18829.240234 Penalty: 549.228821
	Iteration 1F: 3 clusters Score -18829.24 nChanged 58
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: -18994.984375 Penalty: 549.228821
	Iteration 2F: 3 clusters Score -18994.98 nChanged 40
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: -19145.351562 Penalty: 549.228821
	Iteration 3F: 3 clusters Score -19145.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19296.318359 Penalty: 549.228821
	Iteration 4F: 3 clusters Score -19296.32 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: -19339.812500 Penalty: 549.228821
	Iteration 5Q: 3 clusters Score -19339.81 nChanged 0
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: -19339.812500 Penalty: 549.228821
	Iteration 6F: 3 clusters Score -19339.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4332 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 526 members 
Mstep: Class 5 contains 2896 members 
Mstep: Class 6 contains 7198 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 30917 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 11295 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 41164 members 
Mstep: Class 17 contains 149 members 
Mstep: Class 18 contains 1557 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6509 members 
Mstep: Class 23 contains 30070 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 73551 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8819 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 292485 members 
Mstep: Class 39 contains 269 members 
Entering Unmasked Estep 
Score: -27459360.000000 Penalty: 23405.613281
Splitting cluster 17 changes total score from -27456776.000000 to -27459360.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 18 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -79860.937500 Penalty: 334.448486
	Iteration 0F: 2 clusters Score -79860.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -78666.117188 Penalty: 668.896973
	Iteration 0F: 3 clusters Score -78666.12 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -79014.632812 Penalty: 668.896973
	Iteration 1F: 3 clusters Score -79014.63 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -79084.539062 Penalty: 668.896973
	Iteration 2F: 3 clusters Score -79084.54 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -79125.429688 Penalty: 668.896973
	Iteration 3F: 3 clusters Score -79125.43 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -79169.539062 Penalty: 668.896973
	Iteration 4F: 3 clusters Score -79169.54 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -79212.773438 Penalty: 668.896973
	Iteration 5Q: 3 clusters Score -79212.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -79249.390625 Penalty: 668.896973
	Iteration 6Q: 3 clusters Score -79249.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -79289.664062 Penalty: 668.896973
	Iteration 7Q: 3 clusters Score -79289.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -79340.632812 Penalty: 668.896973
	Iteration 8Q: 3 clusters Score -79340.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -79379.367188 Penalty: 668.896973
	Iteration 9Q: 3 clusters Score -79379.37 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -79425.039062 Penalty: 668.896973
	Iteration 10Q: 3 clusters Score -79425.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -79466.687500 Penalty: 668.896973
	Iteration 11Q: 3 clusters Score -79466.69 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -79504.531250 Penalty: 668.896973
	Iteration 12Q: 3 clusters Score -79504.53 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -79535.812500 Penalty: 668.896973
	Iteration 13Q: 3 clusters Score -79535.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -79561.164062 Penalty: 668.896973
	Iteration 14Q: 3 clusters Score -79561.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -79583.507812 Penalty: 668.896973
	Iteration 15Q: 3 clusters Score -79583.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -79598.656250 Penalty: 668.896973
	Iteration 16Q: 3 clusters Score -79598.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -79610.546875 Penalty: 668.896973
	Iteration 17Q: 3 clusters Score -79610.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -79618.312500 Penalty: 668.896973
	Iteration 18Q: 3 clusters Score -79618.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -79627.437500 Penalty: 668.896973
	Iteration 19Q: 3 clusters Score -79627.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -79630.648438 Penalty: 668.896973
	Iteration 20F: 3 clusters Score -79630.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -79634.054688 Penalty: 668.896973
	Iteration 21Q: 3 clusters Score -79634.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -79634.710938 Penalty: 668.896973
	Iteration 22Q: 3 clusters Score -79634.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -79635.195312 Penalty: 668.896973
	Iteration 23Q: 3 clusters Score -79635.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -79635.250000 Penalty: 668.896973
	Iteration 24Q: 3 clusters Score -79635.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -79635.250000 Penalty: 668.896973
	Iteration 25F: 3 clusters Score -79635.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -9969.240234 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -9969.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9681.981445 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -9681.981 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9767.411133 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -9767.411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9789.004883 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -9789.005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9793.502930 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -9793.503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9797.082031 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -9797.082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9798.240234 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -9798.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9798.240234 Penalty: 489.570648
	Iteration 6F: 3 clusters Score -9798.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -27207.767578 Penalty: 285.243896
	Iteration 0F: 2 clusters Score -27207.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26681.847656 Penalty: 570.487793
	Iteration 0F: 3 clusters Score -26681.85 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26800.335938 Penalty: 570.487793
	Iteration 1F: 3 clusters Score -26800.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26814.927734 Penalty: 570.487793
	Iteration 2F: 3 clusters Score -26814.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26826.390625 Penalty: 570.487793
	Iteration 3Q: 3 clusters Score -26826.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26833.035156 Penalty: 570.487793
	Iteration 4Q: 3 clusters Score -26833.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26840.431641 Penalty: 570.487793
	Iteration 5Q: 3 clusters Score -26840.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26846.265625 Penalty: 570.487793
	Iteration 6Q: 3 clusters Score -26846.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26850.019531 Penalty: 570.487793
	Iteration 7Q: 3 clusters Score -26850.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26853.593750 Penalty: 570.487793
	Iteration 8Q: 3 clusters Score -26853.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26857.240234 Penalty: 570.487793
	Iteration 9Q: 3 clusters Score -26857.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26859.488281 Penalty: 570.487793
	Iteration 10Q: 3 clusters Score -26859.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26864.748047 Penalty: 570.487793
	Iteration 11Q: 3 clusters Score -26864.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26866.904297 Penalty: 570.487793
	Iteration 12Q: 3 clusters Score -26866.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26869.302734 Penalty: 570.487793
	Iteration 13Q: 3 clusters Score -26869.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26870.611328 Penalty: 570.487793
	Iteration 14Q: 3 clusters Score -26870.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26876.066406 Penalty: 570.487793
	Iteration 15Q: 3 clusters Score -26876.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26883.142578 Penalty: 570.487793
	Iteration 16Q: 3 clusters Score -26883.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26889.027344 Penalty: 570.487793
	Iteration 17Q: 3 clusters Score -26889.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26898.427734 Penalty: 570.487793
	Iteration 18Q: 3 clusters Score -26898.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26907.779297 Penalty: 570.487793
	Iteration 19Q: 3 clusters Score -26907.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26917.105469 Penalty: 570.487793
	Iteration 20F: 3 clusters Score -26917.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26924.730469 Penalty: 570.487793
	Iteration 21Q: 3 clusters Score -26924.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26929.957031 Penalty: 570.487793
	Iteration 22Q: 3 clusters Score -26929.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26935.833984 Penalty: 570.487793
	Iteration 23Q: 3 clusters Score -26935.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26941.931641 Penalty: 570.487793
	Iteration 24Q: 3 clusters Score -26941.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26949.052734 Penalty: 570.487793
	Iteration 25Q: 3 clusters Score -26949.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26957.175781 Penalty: 570.487793
	Iteration 26Q: 3 clusters Score -26957.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26958.574219 Penalty: 570.487793
	Iteration 27Q: 3 clusters Score -26958.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26960.394531 Penalty: 570.487793
	Iteration 28Q: 3 clusters Score -26960.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26961.033203 Penalty: 570.487793
	Iteration 29Q: 3 clusters Score -26961.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26961.033203 Penalty: 570.487793
	Iteration 30F: 3 clusters Score -26961.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6075.149414 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6075.149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5851.174316 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5851.174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5902.629883 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5902.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5910.895996 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -5910.896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5912.670410 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -5912.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5912.670410 Penalty: 448.380096
	Iteration 4F: 3 clusters Score -5912.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Entering Unmasked Estep 
Score: -318733.750000 Penalty: 399.532806
	Iteration 0F: 2 clusters Score -318733.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -314399.781250 Penalty: 799.065613
	Iteration 0F: 3 clusters Score -314399.8 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -316306.906250 Penalty: 799.065613
	Iteration 1F: 3 clusters Score -316306.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -316631.531250 Penalty: 799.065613
	Iteration 2F: 3 clusters Score -316631.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -317021.656250 Penalty: 799.065613
	Iteration 3F: 3 clusters Score -317021.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -317419.218750 Penalty: 799.065613
	Iteration 4F: 3 clusters Score -317419.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -317801.781250 Penalty: 799.065613
	Iteration 5F: 3 clusters Score -317801.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -318005.500000 Penalty: 799.065613
	Iteration 6Q: 3 clusters Score -318005.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -318115.781250 Penalty: 799.065613
	Iteration 7Q: 3 clusters Score -318115.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -318200.937500 Penalty: 799.065613
	Iteration 8Q: 3 clusters Score -318200.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -318262.062500 Penalty: 799.065613
	Iteration 9Q: 3 clusters Score -318262.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -318308.312500 Penalty: 799.065613
	Iteration 10Q: 3 clusters Score -318308.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -318342.562500 Penalty: 799.065613
	Iteration 11Q: 3 clusters Score -318342.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -318370.437500 Penalty: 799.065613
	Iteration 12Q: 3 clusters Score -318370.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -318397.531250 Penalty: 799.065613
	Iteration 13Q: 3 clusters Score -318397.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -318413.375000 Penalty: 799.065613
	Iteration 14Q: 3 clusters Score -318413.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -318424.562500 Penalty: 799.065613
	Iteration 15Q: 3 clusters Score -318424.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -318435.687500 Penalty: 799.065613
	Iteration 16Q: 3 clusters Score -318435.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -318449.187500 Penalty: 799.065613
	Iteration 17Q: 3 clusters Score -318449.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -318460.031250 Penalty: 799.065613
	Iteration 18Q: 3 clusters Score -318460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -318463.562500 Penalty: 799.065613
	Iteration 19Q: 3 clusters Score -318463.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -318467.375000 Penalty: 799.065613
	Iteration 20F: 3 clusters Score -318467.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -318469.375000 Penalty: 799.065613
	Iteration 21Q: 3 clusters Score -318469.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -318471.500000 Penalty: 799.065613
	Iteration 22Q: 3 clusters Score -318471.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -318471.281250 Penalty: 799.065613
	Iteration 23Q: 3 clusters Score -318471.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -318471.531250 Penalty: 799.065613
	Iteration 24Q: 3 clusters Score -318471.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -318472.093750 Penalty: 799.065613
	Iteration 25Q: 3 clusters Score -318472.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -318472.437500 Penalty: 799.065613
	Iteration 26Q: 3 clusters Score -318472.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -318472.625000 Penalty: 799.065613
	Iteration 27Q: 3 clusters Score -318472.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -318473.750000 Penalty: 799.065613
	Iteration 28Q: 3 clusters Score -318473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -318473.281250 Penalty: 799.065613
	Iteration 29Q: 3 clusters Score -318473.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -318473.281250 Penalty: 799.065613
	Iteration 30F: 3 clusters Score -318473.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Entering Unmasked Estep 
Score: -1661011.625000 Penalty: 469.163391
	Iteration 0F: 2 clusters Score -1661012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1640776.625000 Penalty: 938.326782
	Iteration 0F: 3 clusters Score -1640777 nChanged 14476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1649922.500000 Penalty: 938.326782
	Iteration 1F: 3 clusters Score -1649922 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -1650731.875000 Penalty: 938.326782
	Iteration 2F: 3 clusters Score -1650732 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -1651840.000000 Penalty: 938.326782
	Iteration 3F: 3 clusters Score -1651840 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -1653419.250000 Penalty: 938.326782
	Iteration 4F: 3 clusters Score -1653419 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -1655139.500000 Penalty: 938.326782
	Iteration 5F: 3 clusters Score -1655140 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -1656673.625000 Penalty: 938.326782
	Iteration 6F: 3 clusters Score -1656674 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -1657757.625000 Penalty: 938.326782
	Iteration 7Q: 3 clusters Score -1657758 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -1658287.750000 Penalty: 938.326782
	Iteration 8Q: 3 clusters Score -1658288 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -1658639.625000 Penalty: 938.326782
	Iteration 9Q: 3 clusters Score -1658640 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -1658924.625000 Penalty: 938.326782
	Iteration 10Q: 3 clusters Score -1658925 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -1659151.125000 Penalty: 938.326782
	Iteration 11Q: 3 clusters Score -1659151 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -1659349.625000 Penalty: 938.326782
	Iteration 12Q: 3 clusters Score -1659350 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -1659530.875000 Penalty: 938.326782
	Iteration 13Q: 3 clusters Score -1659531 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -1659718.500000 Penalty: 938.326782
	Iteration 14Q: 3 clusters Score -1659718 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -1659877.375000 Penalty: 938.326782
	Iteration 15Q: 3 clusters Score -1659877 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -1659982.125000 Penalty: 938.326782
	Iteration 16Q: 3 clusters Score -1659982 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -1660065.250000 Penalty: 938.326782
	Iteration 17Q: 3 clusters Score -1660065 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -1660136.375000 Penalty: 938.326782
	Iteration 18Q: 3 clusters Score -1660136 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -1660185.000000 Penalty: 938.326782
	Iteration 19Q: 3 clusters Score -1660185 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -1660244.875000 Penalty: 938.326782
	Iteration 20F: 3 clusters Score -1660245 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -1660306.250000 Penalty: 938.326782
	Iteration 21Q: 3 clusters Score -1660306 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -1660359.375000 Penalty: 938.326782
	Iteration 22Q: 3 clusters Score -1660359 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -1660400.875000 Penalty: 938.326782
	Iteration 23Q: 3 clusters Score -1660401 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -1660422.000000 Penalty: 938.326782
	Iteration 24Q: 3 clusters Score -1660422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -1660436.000000 Penalty: 938.326782
	Iteration 25Q: 3 clusters Score -1660436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -1660451.125000 Penalty: 938.326782
	Iteration 26Q: 3 clusters Score -1660451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -1660472.000000 Penalty: 938.326782
	Iteration 27Q: 3 clusters Score -1660472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -1660486.500000 Penalty: 938.326782
	Iteration 28Q: 3 clusters Score -1660486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -1660504.875000 Penalty: 938.326782
	Iteration 29Q: 3 clusters Score -1660505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -1660510.000000 Penalty: 938.326782
	Iteration 30Q: 3 clusters Score -1660510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -1660513.750000 Penalty: 938.326782
	Iteration 31Q: 3 clusters Score -1660514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -1660521.375000 Penalty: 938.326782
	Iteration 32Q: 3 clusters Score -1660521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -1660522.125000 Penalty: 938.326782
	Iteration 33Q: 3 clusters Score -1660522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -1660529.000000 Penalty: 938.326782
	Iteration 34Q: 3 clusters Score -1660529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -1660536.000000 Penalty: 938.326782
	Iteration 35Q: 3 clusters Score -1660536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -1660542.375000 Penalty: 938.326782
	Iteration 36Q: 3 clusters Score -1660542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -1660544.875000 Penalty: 938.326782
	Iteration 37Q: 3 clusters Score -1660545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -1660552.250000 Penalty: 938.326782
	Iteration 38Q: 3 clusters Score -1660552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -1660556.125000 Penalty: 938.326782
	Iteration 39Q: 3 clusters Score -1660556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -1660560.875000 Penalty: 938.326782
	Iteration 40F: 3 clusters Score -1660561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -1660565.000000 Penalty: 938.326782
	Iteration 41Q: 3 clusters Score -1660565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -1660567.375000 Penalty: 938.326782
	Iteration 42Q: 3 clusters Score -1660567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -1660568.125000 Penalty: 938.326782
	Iteration 43Q: 3 clusters Score -1660568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -1660569.125000 Penalty: 938.326782
	Iteration 44Q: 3 clusters Score -1660569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -1660572.250000 Penalty: 938.326782
	Iteration 45Q: 3 clusters Score -1660572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -1660575.125000 Penalty: 938.326782
	Iteration 46Q: 3 clusters Score -1660575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -1660576.000000 Penalty: 938.326782
	Iteration 47Q: 3 clusters Score -1660576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -1660577.125000 Penalty: 938.326782
	Iteration 48Q: 3 clusters Score -1660577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -1660576.000000 Penalty: 938.326782
	Iteration 49Q: 3 clusters Score -1660576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -1660577.375000 Penalty: 938.326782
	Iteration 50Q: 3 clusters Score -1660577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -1660580.000000 Penalty: 938.326782
	Iteration 51Q: 3 clusters Score -1660580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -1660579.875000 Penalty: 938.326782
	Iteration 52Q: 3 clusters Score -1660580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -1660580.750000 Penalty: 938.326782
	Iteration 53Q: 3 clusters Score -1660581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -1660581.375000 Penalty: 938.326782
	Iteration 54Q: 3 clusters Score -1660581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -1660580.875000 Penalty: 938.326782
	Iteration 55Q: 3 clusters Score -1660581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -1660582.125000 Penalty: 938.326782
	Iteration 56Q: 3 clusters Score -1660582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -1660582.625000 Penalty: 938.326782
	Iteration 57Q: 3 clusters Score -1660583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -1660582.625000 Penalty: 938.326782
	Iteration 58F: 3 clusters Score -1660583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -20443.781250 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -20443.78 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 215 members 
Entering Unmasked Estep 
Score: -20006.996094 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -20007 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20172.318359 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -20172.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20232.796875 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -20232.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20272.488281 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -20272.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20314.849609 Penalty: 554.924744
	Iteration 4F: 3 clusters Score -20314.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20377.853516 Penalty: 554.924744
	Iteration 5F: 3 clusters Score -20377.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20481.785156 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -20481.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20607.267578 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -20607.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20620.718750 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -20620.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20624.246094 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -20624.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20624.246094 Penalty: 554.924744
	Iteration 10F: 3 clusters Score -20624.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4332 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 526 members 
Mstep: Class 5 contains 2896 members 
Mstep: Class 6 contains 7198 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 30917 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 11295 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 41164 members 
Mstep: Class 17 contains 149 members 
Mstep: Class 18 contains 1557 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6509 members 
Mstep: Class 23 contains 30070 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 73551 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8819 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 292485 members 
Mstep: Class 39 contains 269 members 
Mstep: Class 40 contains 143 members 
Entering Unmasked Estep 
Score: -27459222.000000 Penalty: 24005.757812
Splitting cluster 24 changes total score from -27456776.000000 to -27459222.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 25 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -29472.337891 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -29472.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28904.705078 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -28904.71 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29086.998047 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -29087 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29204.248047 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -29204.25 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29269.144531 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -29269.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29290.775391 Penalty: 581.816772
	Iteration 4F: 3 clusters Score -29290.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29300.228516 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -29300.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29300.984375 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -29300.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29304.193359 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -29304.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29304.980469 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -29304.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29305.230469 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -29305.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29306.154297 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -29306.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29306.154297 Penalty: 581.816772
	Iteration 11F: 3 clusters Score -29306.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -21758.162109 Penalty: 279.657990
	Iteration 0F: 2 clusters Score -21758.16 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 227 members 
Entering Unmasked Estep 
Score: -21300.507812 Penalty: 559.315979
	Iteration 0F: 3 clusters Score -21300.51 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21407.068359 Penalty: 559.315979
	Iteration 1F: 3 clusters Score -21407.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21438.693359 Penalty: 559.315979
	Iteration 2F: 3 clusters Score -21438.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21449.712891 Penalty: 559.315979
	Iteration 3Q: 3 clusters Score -21449.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21455.791016 Penalty: 559.315979
	Iteration 4Q: 3 clusters Score -21455.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21464.421875 Penalty: 559.315979
	Iteration 5Q: 3 clusters Score -21464.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21474.580078 Penalty: 559.315979
	Iteration 6Q: 3 clusters Score -21474.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21485.031250 Penalty: 559.315979
	Iteration 7Q: 3 clusters Score -21485.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21491.623047 Penalty: 559.315979
	Iteration 8Q: 3 clusters Score -21491.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21502.914062 Penalty: 559.315979
	Iteration 9Q: 3 clusters Score -21502.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21506.634766 Penalty: 559.315979
	Iteration 10Q: 3 clusters Score -21506.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21510.187500 Penalty: 559.315979
	Iteration 11Q: 3 clusters Score -21510.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21513.251953 Penalty: 559.315979
	Iteration 12Q: 3 clusters Score -21513.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21515.835938 Penalty: 559.315979
	Iteration 13Q: 3 clusters Score -21515.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21515.992188 Penalty: 559.315979
	Iteration 14Q: 3 clusters Score -21515.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21516.416016 Penalty: 559.315979
	Iteration 15Q: 3 clusters Score -21516.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21516.771484 Penalty: 559.315979
	Iteration 16Q: 3 clusters Score -21516.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21517.273438 Penalty: 559.315979
	Iteration 17Q: 3 clusters Score -21517.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21517.355469 Penalty: 559.315979
	Iteration 18Q: 3 clusters Score -21517.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21522.078125 Penalty: 559.315979
	Iteration 19F: 3 clusters Score -21522.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21531.339844 Penalty: 559.315979
	Iteration 20F: 3 clusters Score -21531.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21538.207031 Penalty: 559.315979
	Iteration 21Q: 3 clusters Score -21538.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21541.404297 Penalty: 559.315979
	Iteration 22Q: 3 clusters Score -21541.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21544.417969 Penalty: 559.315979
	Iteration 23Q: 3 clusters Score -21544.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21545.164062 Penalty: 559.315979
	Iteration 24Q: 3 clusters Score -21545.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21545.775391 Penalty: 559.315979
	Iteration 25Q: 3 clusters Score -21545.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21546.728516 Penalty: 559.315979
	Iteration 26Q: 3 clusters Score -21546.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21548.320312 Penalty: 559.315979
	Iteration 27Q: 3 clusters Score -21548.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21549.425781 Penalty: 559.315979
	Iteration 28Q: 3 clusters Score -21549.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21549.546875 Penalty: 559.315979
	Iteration 29Q: 3 clusters Score -21549.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21549.546875 Penalty: 559.315979
	Iteration 30F: 3 clusters Score -21549.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -43043.246094 Penalty: 312.255463
	Iteration 0F: 2 clusters Score -43043.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -42284.503906 Penalty: 624.510925
	Iteration 0F: 3 clusters Score -42284.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -42559.187500 Penalty: 624.510925
	Iteration 1F: 3 clusters Score -42559.19 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -42626.777344 Penalty: 624.510925
	Iteration 2F: 3 clusters Score -42626.78 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -42682.652344 Penalty: 624.510925
	Iteration 3F: 3 clusters Score -42682.65 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -42726.519531 Penalty: 624.510925
	Iteration 4F: 3 clusters Score -42726.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -42780.230469 Penalty: 624.510925
	Iteration 5Q: 3 clusters Score -42780.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -42863.511719 Penalty: 624.510925
	Iteration 6F: 3 clusters Score -42863.51 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42936.773438 Penalty: 624.510925
	Iteration 7F: 3 clusters Score -42936.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -43007.937500 Penalty: 624.510925
	Iteration 8Q: 3 clusters Score -43007.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43050.253906 Penalty: 624.510925
	Iteration 9Q: 3 clusters Score -43050.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -43063.796875 Penalty: 624.510925
	Iteration 10Q: 3 clusters Score -43063.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -43073.761719 Penalty: 624.510925
	Iteration 11Q: 3 clusters Score -43073.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -43084.433594 Penalty: 624.510925
	Iteration 12Q: 3 clusters Score -43084.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -43093.722656 Penalty: 624.510925
	Iteration 13Q: 3 clusters Score -43093.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43104.175781 Penalty: 624.510925
	Iteration 14Q: 3 clusters Score -43104.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -43113.726562 Penalty: 624.510925
	Iteration 15Q: 3 clusters Score -43113.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43125.175781 Penalty: 624.510925
	Iteration 16Q: 3 clusters Score -43125.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43134.089844 Penalty: 624.510925
	Iteration 17Q: 3 clusters Score -43134.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -43137.066406 Penalty: 624.510925
	Iteration 18Q: 3 clusters Score -43137.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -43141.363281 Penalty: 624.510925
	Iteration 19Q: 3 clusters Score -43141.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43148.640625 Penalty: 624.510925
	Iteration 20F: 3 clusters Score -43148.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -43156.730469 Penalty: 624.510925
	Iteration 21Q: 3 clusters Score -43156.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43163.785156 Penalty: 624.510925
	Iteration 22Q: 3 clusters Score -43163.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43168.652344 Penalty: 624.510925
	Iteration 23Q: 3 clusters Score -43168.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43171.308594 Penalty: 624.510925
	Iteration 24Q: 3 clusters Score -43171.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43173.308594 Penalty: 624.510925
	Iteration 25Q: 3 clusters Score -43173.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43174.500000 Penalty: 624.510925
	Iteration 26Q: 3 clusters Score -43174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43174.878906 Penalty: 624.510925
	Iteration 27Q: 3 clusters Score -43174.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -43175.070312 Penalty: 624.510925
	Iteration 28Q: 3 clusters Score -43175.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43175.160156 Penalty: 624.510925
	Iteration 29Q: 3 clusters Score -43175.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43175.160156 Penalty: 624.510925
	Iteration 30F: 3 clusters Score -43175.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4332 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 526 members 
Mstep: Class 5 contains 2896 members 
Mstep: Class 6 contains 7198 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 30917 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 11295 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 41164 members 
Mstep: Class 17 contains 149 members 
Mstep: Class 18 contains 1557 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6509 members 
Mstep: Class 23 contains 30070 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 669 members 
Mstep: Class 28 contains 73551 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8819 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 292485 members 
Mstep: Class 39 contains 269 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 287 members 
Entering Unmasked Estep 
Score: -27459076.000000 Penalty: 24605.902344
Splitting cluster 27 changes total score from -27456776.000000 to -27459076.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (73551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Entering Unmasked Estep 
Score: -4023644.500000 Penalty: 509.860901
	Iteration 0F: 2 clusters Score -4023644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -3974045.750000 Penalty: 1019.721802
	Iteration 0F: 3 clusters Score -3974046 nChanged 35921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -3997248.500000 Penalty: 1019.721802
	Iteration 1F: 3 clusters Score -3997248 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -3998776.750000 Penalty: 1019.721802
	Iteration 2Q: 3 clusters Score -3998777 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -4001083.000000 Penalty: 1019.721802
	Iteration 3F: 3 clusters Score -4001083 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -4004198.500000 Penalty: 1019.721802
	Iteration 4F: 3 clusters Score -4004198 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -4007704.750000 Penalty: 1019.721802
	Iteration 5F: 3 clusters Score -4007705 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -4010594.750000 Penalty: 1019.721802
	Iteration 6F: 3 clusters Score -4010595 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -4012216.750000 Penalty: 1019.721802
	Iteration 7Q: 3 clusters Score -4012217 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -4012903.000000 Penalty: 1019.721802
	Iteration 8Q: 3 clusters Score -4012903 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -4013249.000000 Penalty: 1019.721802
	Iteration 9Q: 3 clusters Score -4013249 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -4013529.250000 Penalty: 1019.721802
	Iteration 10Q: 3 clusters Score -4013529 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -4013822.250000 Penalty: 1019.721802
	Iteration 11Q: 3 clusters Score -4013822 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -4014116.500000 Penalty: 1019.721802
	Iteration 12Q: 3 clusters Score -4014116 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -4014478.500000 Penalty: 1019.721802
	Iteration 13Q: 3 clusters Score -4014478 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4014802.750000 Penalty: 1019.721802
	Iteration 14Q: 3 clusters Score -4014803 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -4015156.250000 Penalty: 1019.721802
	Iteration 15Q: 3 clusters Score -4015156 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -4015569.250000 Penalty: 1019.721802
	Iteration 16Q: 3 clusters Score -4015569 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -4016089.500000 Penalty: 1019.721802
	Iteration 17Q: 3 clusters Score -4016090 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -4016657.000000 Penalty: 1019.721802
	Iteration 18Q: 3 clusters Score -4016657 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -4017417.250000 Penalty: 1019.721802
	Iteration 19Q: 3 clusters Score -4017417 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -4018273.250000 Penalty: 1019.721802
	Iteration 20F: 3 clusters Score -4018273 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -4019050.500000 Penalty: 1019.721802
	Iteration 21Q: 3 clusters Score -4019050 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -4019731.000000 Penalty: 1019.721802
	Iteration 22Q: 3 clusters Score -4019731 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -4020269.250000 Penalty: 1019.721802
	Iteration 23Q: 3 clusters Score -4020269 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -4020671.250000 Penalty: 1019.721802
	Iteration 24Q: 3 clusters Score -4020671 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -4020915.500000 Penalty: 1019.721802
	Iteration 25Q: 3 clusters Score -4020916 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -4021082.500000 Penalty: 1019.721802
	Iteration 26Q: 3 clusters Score -4021082 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -4021185.250000 Penalty: 1019.721802
	Iteration 27Q: 3 clusters Score -4021185 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -4021252.750000 Penalty: 1019.721802
	Iteration 28Q: 3 clusters Score -4021253 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -4021302.000000 Penalty: 1019.721802
	Iteration 29Q: 3 clusters Score -4021302 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -4021321.750000 Penalty: 1019.721802
	Iteration 30Q: 3 clusters Score -4021322 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -4021343.250000 Penalty: 1019.721802
	Iteration 31Q: 3 clusters Score -4021343 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -4021365.250000 Penalty: 1019.721802
	Iteration 32Q: 3 clusters Score -4021365 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64262 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -4021384.250000 Penalty: 1019.721802
	Iteration 33Q: 3 clusters Score -4021384 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -4021388.750000 Penalty: 1019.721802
	Iteration 34Q: 3 clusters Score -4021389 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -4021420.000000 Penalty: 1019.721802
	Iteration 35Q: 3 clusters Score -4021420 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -4021422.250000 Penalty: 1019.721802
	Iteration 36Q: 3 clusters Score -4021422 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -4021450.500000 Penalty: 1019.721802
	Iteration 37Q: 3 clusters Score -4021450 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -4021458.250000 Penalty: 1019.721802
	Iteration 38Q: 3 clusters Score -4021458 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65033 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -4021484.250000 Penalty: 1019.721802
	Iteration 39Q: 3 clusters Score -4021484 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -4021501.000000 Penalty: 1019.721802
	Iteration 40F: 3 clusters Score -4021501 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -4021504.750000 Penalty: 1019.721802
	Iteration 41Q: 3 clusters Score -4021505 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -4021514.750000 Penalty: 1019.721802
	Iteration 42Q: 3 clusters Score -4021515 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -4021526.000000 Penalty: 1019.721802
	Iteration 43Q: 3 clusters Score -4021526 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -4021531.250000 Penalty: 1019.721802
	Iteration 44Q: 3 clusters Score -4021531 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -4021534.500000 Penalty: 1019.721802
	Iteration 45Q: 3 clusters Score -4021534 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -4021557.750000 Penalty: 1019.721802
	Iteration 46Q: 3 clusters Score -4021558 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66120 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -4021573.500000 Penalty: 1019.721802
	Iteration 47Q: 3 clusters Score -4021574 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -4021579.000000 Penalty: 1019.721802
	Iteration 48Q: 3 clusters Score -4021579 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -4021587.000000 Penalty: 1019.721802
	Iteration 49Q: 3 clusters Score -4021587 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -4021594.000000 Penalty: 1019.721802
	Iteration 50Q: 3 clusters Score -4021594 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66654 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -4021600.250000 Penalty: 1019.721802
	Iteration 51Q: 3 clusters Score -4021600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -4021612.000000 Penalty: 1019.721802
	Iteration 52Q: 3 clusters Score -4021612 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -4021623.500000 Penalty: 1019.721802
	Iteration 53Q: 3 clusters Score -4021624 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -4021644.000000 Penalty: 1019.721802
	Iteration 54Q: 3 clusters Score -4021644 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -4021663.250000 Penalty: 1019.721802
	Iteration 55Q: 3 clusters Score -4021663 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67272 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -4021707.000000 Penalty: 1019.721802
	Iteration 56Q: 3 clusters Score -4021707 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -4021732.500000 Penalty: 1019.721802
	Iteration 57Q: 3 clusters Score -4021732 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -4021768.500000 Penalty: 1019.721802
	Iteration 58Q: 3 clusters Score -4021768 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -4021799.500000 Penalty: 1019.721802
	Iteration 59Q: 3 clusters Score -4021800 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67934 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -4021808.250000 Penalty: 1019.721802
	Iteration 60F: 3 clusters Score -4021808 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68095 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -4021843.750000 Penalty: 1019.721802
	Iteration 61Q: 3 clusters Score -4021844 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -4021877.250000 Penalty: 1019.721802
	Iteration 62Q: 3 clusters Score -4021877 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -4021925.250000 Penalty: 1019.721802
	Iteration 63Q: 3 clusters Score -4021925 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -4021952.750000 Penalty: 1019.721802
	Iteration 64Q: 3 clusters Score -4021953 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -4022002.250000 Penalty: 1019.721802
	Iteration 65Q: 3 clusters Score -4022002 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -4022026.000000 Penalty: 1019.721802
	Iteration 66Q: 3 clusters Score -4022026 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -4022068.250000 Penalty: 1019.721802
	Iteration 67Q: 3 clusters Score -4022068 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69347 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -4022079.750000 Penalty: 1019.721802
	Iteration 68Q: 3 clusters Score -4022080 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -4022103.000000 Penalty: 1019.721802
	Iteration 69Q: 3 clusters Score -4022103 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69628 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4022123.000000 Penalty: 1019.721802
	Iteration 70Q: 3 clusters Score -4022123 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69797 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -4022161.000000 Penalty: 1019.721802
	Iteration 71Q: 3 clusters Score -4022161 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -4022189.750000 Penalty: 1019.721802
	Iteration 72Q: 3 clusters Score -4022190 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -4022231.500000 Penalty: 1019.721802
	Iteration 73Q: 3 clusters Score -4022232 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4022282.500000 Penalty: 1019.721802
	Iteration 74Q: 3 clusters Score -4022282 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70555 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4022357.750000 Penalty: 1019.721802
	Iteration 75Q: 3 clusters Score -4022358 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4022413.750000 Penalty: 1019.721802
	Iteration 76Q: 3 clusters Score -4022414 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71003 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4022488.000000 Penalty: 1019.721802
	Iteration 77Q: 3 clusters Score -4022488 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4022561.750000 Penalty: 1019.721802
	Iteration 78Q: 3 clusters Score -4022562 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71424 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4022622.250000 Penalty: 1019.721802
	Iteration 79Q: 3 clusters Score -4022622 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71638 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4022688.250000 Penalty: 1019.721802
	Iteration 80F: 3 clusters Score -4022688 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71832 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4022752.750000 Penalty: 1019.721802
	Iteration 81Q: 3 clusters Score -4022753 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4022812.750000 Penalty: 1019.721802
	Iteration 82Q: 3 clusters Score -4022813 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4022867.500000 Penalty: 1019.721802
	Iteration 83Q: 3 clusters Score -4022868 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4022931.500000 Penalty: 1019.721802
	Iteration 84Q: 3 clusters Score -4022932 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72444 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4022993.000000 Penalty: 1019.721802
	Iteration 85Q: 3 clusters Score -4022993 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72548 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4023046.750000 Penalty: 1019.721802
	Iteration 86Q: 3 clusters Score -4023047 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4023078.000000 Penalty: 1019.721802
	Iteration 87Q: 3 clusters Score -4023078 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4023104.500000 Penalty: 1019.721802
	Iteration 88Q: 3 clusters Score -4023104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72771 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4023118.750000 Penalty: 1019.721802
	Iteration 89Q: 3 clusters Score -4023119 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4023135.750000 Penalty: 1019.721802
	Iteration 90Q: 3 clusters Score -4023136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4023145.500000 Penalty: 1019.721802
	Iteration 91Q: 3 clusters Score -4023146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4023160.500000 Penalty: 1019.721802
	Iteration 92Q: 3 clusters Score -4023160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4023182.250000 Penalty: 1019.721802
	Iteration 93Q: 3 clusters Score -4023182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72967 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4023183.250000 Penalty: 1019.721802
	Iteration 94Q: 3 clusters Score -4023183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4023190.500000 Penalty: 1019.721802
	Iteration 95Q: 3 clusters Score -4023190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73013 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4023199.250000 Penalty: 1019.721802
	Iteration 96Q: 3 clusters Score -4023199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73033 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4023200.500000 Penalty: 1019.721802
	Iteration 97Q: 3 clusters Score -4023200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4023206.000000 Penalty: 1019.721802
	Iteration 98Q: 3 clusters Score -4023206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4023210.000000 Penalty: 1019.721802
	Iteration 99Q: 3 clusters Score -4023210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73074 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4023214.250000 Penalty: 1019.721802
	Iteration 100F: 3 clusters Score -4023214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4023213.500000 Penalty: 1019.721802
	Iteration 101Q: 3 clusters Score -4023214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4023222.750000 Penalty: 1019.721802
	Iteration 102Q: 3 clusters Score -4023223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4023222.500000 Penalty: 1019.721802
	Iteration 103Q: 3 clusters Score -4023222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4023227.500000 Penalty: 1019.721802
	Iteration 104Q: 3 clusters Score -4023228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4023232.750000 Penalty: 1019.721802
	Iteration 105Q: 3 clusters Score -4023233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4023241.750000 Penalty: 1019.721802
	Iteration 106Q: 3 clusters Score -4023242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4023244.000000 Penalty: 1019.721802
	Iteration 107Q: 3 clusters Score -4023244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4023244.500000 Penalty: 1019.721802
	Iteration 108Q: 3 clusters Score -4023244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4023248.000000 Penalty: 1019.721802
	Iteration 109Q: 3 clusters Score -4023248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4023246.250000 Penalty: 1019.721802
	Iteration 110Q: 3 clusters Score -4023246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4023245.750000 Penalty: 1019.721802
	Iteration 111Q: 3 clusters Score -4023246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4023245.750000 Penalty: 1019.721802
	Iteration 112F: 3 clusters Score -4023246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -11095.768555 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -11095.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10764.418945 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -10764.42 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10941.436523 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -10941.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10999.320312 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -10999.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11067.856445 Penalty: 516.584595
	Iteration 3Q: 3 clusters Score -11067.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11126.553711 Penalty: 516.584595
	Iteration 4F: 3 clusters Score -11126.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11183.274414 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -11183.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11215.987305 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -11215.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11241.489258 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -11241.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11243.400391 Penalty: 516.584595
	Iteration 8Q: 3 clusters Score -11243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11245.243164 Penalty: 516.584595
	Iteration 9Q: 3 clusters Score -11245.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11246.294922 Penalty: 516.584595
	Iteration 10Q: 3 clusters Score -11246.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11246.294922 Penalty: 516.584595
	Iteration 11F: 3 clusters Score -11246.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4332 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 526 members 
Mstep: Class 5 contains 2896 members 
Mstep: Class 6 contains 7198 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 30917 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 11295 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 41164 members 
Mstep: Class 17 contains 149 members 
Mstep: Class 18 contains 1557 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6509 members 
Mstep: Class 23 contains 30070 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 669 members 
Mstep: Class 28 contains 73551 members 
Mstep: Class 29 contains 101 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8819 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 292485 members 
Mstep: Class 39 contains 269 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 287 members 
Mstep: Class 42 contains 191 members 
Entering Unmasked Estep 
Score: -27458876.000000 Penalty: 25206.044922
Splitting cluster 29 changes total score from -27456776.000000 to -27458876.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 30 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -18278.294922 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -18278.29 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 173 members 
Entering Unmasked Estep 
Score: -17889.718750 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -17889.72 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17971.144531 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -17971.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17988.835938 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -17988.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18003.939453 Penalty: 531.233459
	Iteration 3F: 3 clusters Score -18003.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18010.041016 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -18010.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18013.851562 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -18013.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18018.419922 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -18018.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18019.886719 Penalty: 531.233459
	Iteration 7Q: 3 clusters Score -18019.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18021.548828 Penalty: 531.233459
	Iteration 8Q: 3 clusters Score -18021.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18024.216797 Penalty: 531.233459
	Iteration 9Q: 3 clusters Score -18024.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18025.154297 Penalty: 531.233459
	Iteration 10Q: 3 clusters Score -18025.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18025.697266 Penalty: 531.233459
	Iteration 11Q: 3 clusters Score -18025.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18025.697266 Penalty: 531.233459
	Iteration 12F: 3 clusters Score -18025.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -18585.818359 Penalty: 271.692413
	Iteration 0F: 2 clusters Score -18585.82 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 186 members 
Entering Unmasked Estep 
Score: -18162.900391 Penalty: 543.384827
	Iteration 0F: 3 clusters Score -18162.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18277.039062 Penalty: 543.384827
	Iteration 1F: 3 clusters Score -18277.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18297.009766 Penalty: 543.384827
	Iteration 2F: 3 clusters Score -18297.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18303.794922 Penalty: 543.384827
	Iteration 3Q: 3 clusters Score -18303.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18310.958984 Penalty: 543.384827
	Iteration 4Q: 3 clusters Score -18310.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18315.820312 Penalty: 543.384827
	Iteration 5Q: 3 clusters Score -18315.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18324.718750 Penalty: 543.384827
	Iteration 6Q: 3 clusters Score -18324.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18344.599609 Penalty: 543.384827
	Iteration 7Q: 3 clusters Score -18344.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18365.181641 Penalty: 543.384827
	Iteration 8Q: 3 clusters Score -18365.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18395.498047 Penalty: 543.384827
	Iteration 9F: 3 clusters Score -18395.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18427.343750 Penalty: 543.384827
	Iteration 10F: 3 clusters Score -18427.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -18451.431641 Penalty: 543.384827
	Iteration 11Q: 3 clusters Score -18451.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -18463.503906 Penalty: 543.384827
	Iteration 12Q: 3 clusters Score -18463.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -18467.990234 Penalty: 543.384827
	Iteration 13Q: 3 clusters Score -18467.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -18471.458984 Penalty: 543.384827
	Iteration 14Q: 3 clusters Score -18471.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -18472.783203 Penalty: 543.384827
	Iteration 15Q: 3 clusters Score -18472.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -18475.751953 Penalty: 543.384827
	Iteration 16Q: 3 clusters Score -18475.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -18479.039062 Penalty: 543.384827
	Iteration 17Q: 3 clusters Score -18479.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -18482.728516 Penalty: 543.384827
	Iteration 18Q: 3 clusters Score -18482.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -18483.224609 Penalty: 543.384827
	Iteration 19Q: 3 clusters Score -18483.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -18483.224609 Penalty: 543.384827
	Iteration 20F: 3 clusters Score -18483.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -13320.482422 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -13320.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12987.318359 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -12987.32 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13055.679688 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -13055.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13070.207031 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -13070.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13075.738281 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -13075.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13076.585938 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -13076.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13078.825195 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -13078.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13078.825195 Penalty: 507.066010
	Iteration 6F: 3 clusters Score -13078.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Entering Unmasked Estep 
Score: -493090.406250 Penalty: 413.352173
	Iteration 0F: 2 clusters Score -493090.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -487198.625000 Penalty: 826.704346
	Iteration 0F: 3 clusters Score -487198.6 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -489567.156250 Penalty: 826.704346
	Iteration 1F: 3 clusters Score -489567.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -489796.937500 Penalty: 826.704346
	Iteration 2F: 3 clusters Score -489796.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -490171.406250 Penalty: 826.704346
	Iteration 3F: 3 clusters Score -490171.4 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -490749.812500 Penalty: 826.704346
	Iteration 4F: 3 clusters Score -490749.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -491465.468750 Penalty: 826.704346
	Iteration 5F: 3 clusters Score -491465.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -492083.156250 Penalty: 826.704346
	Iteration 6F: 3 clusters Score -492083.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -492441.468750 Penalty: 826.704346
	Iteration 7Q: 3 clusters Score -492441.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -492599.812500 Penalty: 826.704346
	Iteration 8Q: 3 clusters Score -492599.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -492663.125000 Penalty: 826.704346
	Iteration 9Q: 3 clusters Score -492663.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -492688.968750 Penalty: 826.704346
	Iteration 10Q: 3 clusters Score -492689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -492707.875000 Penalty: 826.704346
	Iteration 11Q: 3 clusters Score -492707.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -492725.187500 Penalty: 826.704346
	Iteration 12Q: 3 clusters Score -492725.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -492731.281250 Penalty: 826.704346
	Iteration 13Q: 3 clusters Score -492731.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -492735.187500 Penalty: 826.704346
	Iteration 14Q: 3 clusters Score -492735.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -492737.750000 Penalty: 826.704346
	Iteration 15Q: 3 clusters Score -492737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -492741.468750 Penalty: 826.704346
	Iteration 16Q: 3 clusters Score -492741.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -492745.781250 Penalty: 826.704346
	Iteration 17Q: 3 clusters Score -492745.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -492751.062500 Penalty: 826.704346
	Iteration 18Q: 3 clusters Score -492751.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -492751.625000 Penalty: 826.704346
	Iteration 19Q: 3 clusters Score -492751.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -492751.968750 Penalty: 826.704346
	Iteration 20F: 3 clusters Score -492752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -103565.250000 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -103565.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -102175.398438 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -102175.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -102698.632812 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -102698.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -102857.875000 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -102857.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -102992.250000 Penalty: 685.468750
	Iteration 3F: 3 clusters Score -102992.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103117.585938 Penalty: 685.468750
	Iteration 4F: 3 clusters Score -103117.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -103236.671875 Penalty: 685.468750
	Iteration 5F: 3 clusters Score -103236.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -103308.812500 Penalty: 685.468750
	Iteration 6Q: 3 clusters Score -103308.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103357.414062 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -103357.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103383.507812 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -103383.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103400.875000 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -103400.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103413.054688 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -103413.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -103416.992188 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -103417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -103418.664062 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -103418.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -103420.914062 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -103420.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -103422.945312 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -103422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -103423.039062 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -103423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -103423.039062 Penalty: 685.468750
	Iteration 16F: 3 clusters Score -103423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -47300.988281 Penalty: 316.868164
	Iteration 0F: 2 clusters Score -47300.99 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 540 members 
Entering Unmasked Estep 
Score: -46450.777344 Penalty: 633.736328
	Iteration 0F: 3 clusters Score -46450.78 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -46738.476562 Penalty: 633.736328
	Iteration 1F: 3 clusters Score -46738.48 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -46851.972656 Penalty: 633.736328
	Iteration 2F: 3 clusters Score -46851.97 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -46963.644531 Penalty: 633.736328
	Iteration 3F: 3 clusters Score -46963.64 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -47059.875000 Penalty: 633.736328
	Iteration 4F: 3 clusters Score -47059.88 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -47135.425781 Penalty: 633.736328
	Iteration 5F: 3 clusters Score -47135.43 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -47188.859375 Penalty: 633.736328
	Iteration 6Q: 3 clusters Score -47188.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -47221.492188 Penalty: 633.736328
	Iteration 7Q: 3 clusters Score -47221.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47259.765625 Penalty: 633.736328
	Iteration 8Q: 3 clusters Score -47259.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -47314.296875 Penalty: 633.736328
	Iteration 9Q: 3 clusters Score -47314.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -47359.707031 Penalty: 633.736328
	Iteration 10Q: 3 clusters Score -47359.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47405.308594 Penalty: 633.736328
	Iteration 11Q: 3 clusters Score -47405.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47428.628906 Penalty: 633.736328
	Iteration 12Q: 3 clusters Score -47428.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -47432.148438 Penalty: 633.736328
	Iteration 13Q: 3 clusters Score -47432.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47432.617188 Penalty: 633.736328
	Iteration 14Q: 3 clusters Score -47432.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -47433.980469 Penalty: 633.736328
	Iteration 15Q: 3 clusters Score -47433.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -47434.878906 Penalty: 633.736328
	Iteration 16Q: 3 clusters Score -47434.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47435.390625 Penalty: 633.736328
	Iteration 17Q: 3 clusters Score -47435.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47435.390625 Penalty: 633.736328
	Iteration 18F: 3 clusters Score -47435.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4332 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 526 members 
Mstep: Class 5 contains 2896 members 
Mstep: Class 6 contains 7198 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 30917 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 11295 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 41164 members 
Mstep: Class 17 contains 149 members 
Mstep: Class 18 contains 1557 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6509 members 
Mstep: Class 23 contains 30070 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 669 members 
Mstep: Class 28 contains 73551 members 
Mstep: Class 29 contains 101 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8819 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 292485 members 
Mstep: Class 39 contains 269 members 
Mstep: Class 40 contains 143 members 
Mstep: Class 41 contains 287 members 
Mstep: Class 42 contains 191 members 
Mstep: Class 43 contains 362 members 
Entering Unmasked Estep 
Score: -27458740.000000 Penalty: 25806.189453
Splitting cluster 35 changes total score from -27456776.000000 to -27458740.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 36 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -15785.606445 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -15785.61 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 174 members 
Entering Unmasked Estep 
Score: -15395.329102 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -15395.33 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15513.863281 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -15513.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15568.306641 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -15568.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15582.424805 Penalty: 534.618713
	Iteration 3F: 3 clusters Score -15582.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15595.704102 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -15595.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15617.896484 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -15617.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15627.680664 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -15627.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -15633.394531 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -15633.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15637.568359 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -15637.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15640.211914 Penalty: 534.618713
	Iteration 9Q: 3 clusters Score -15640.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15641.193359 Penalty: 534.618713
	Iteration 10Q: 3 clusters Score -15641.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -15641.721680 Penalty: 534.618713
	Iteration 11Q: 3 clusters Score -15641.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -15641.721680 Penalty: 534.618713
	Iteration 12F: 3 clusters Score -15641.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -3312.730957 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -3312.731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3142.211670 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3142.212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3179.096436 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3179.096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3189.473877 Penalty: 392.891418
	Iteration 2Q: 3 clusters Score -3189.474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3191.757812 Penalty: 392.891418
	Iteration 3Q: 3 clusters Score -3191.758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3191.757812 Penalty: 392.891418
	Iteration 4F: 3 clusters Score -3191.758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4332 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 526 members 
Mstep: Class 5 contains 2896 members 
Mstep: Class 6 contains 7198 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 30917 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 11295 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 41164 members 
Mstep: Class 17 contains 149 members 
Mstep: Class 18 contains 1557 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6509 members 
Mstep: Class 23 contains 30070 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 669 members 
Mstep: Class 28 contains 73551 members 
Mstep: Class 29 contains 101 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8819 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458962.000000 Penalty: 25806.189453
Iteration 199Q: 44 clusters Score -2.745896e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4341 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 526 members 
Mstep: Class 5 contains 2895 members 
Mstep: Class 6 contains 7197 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 30966 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 11260 members 
Mstep: Class 15 contains 5083 members 
Mstep: Class 16 contains 41216 members 
Mstep: Class 17 contains 145 members 
Mstep: Class 18 contains 1567 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6507 members 
Mstep: Class 23 contains 30126 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 595 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 73698 members 
Mstep: Class 29 contains 103 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 8878 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 292081 members 
Mstep: Class 39 contains 264 members 
Mstep: Class 40 contains 141 members 
Mstep: Class 41 contains 287 members 
Mstep: Class 42 contains 190 members 
Mstep: Class 43 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27459368.000000 Penalty: 25806.189453
Iteration 200F: 44 clusters Score -2.745937e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 4351 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 515 members 
Mstep: Class 5 contains 2893 members 
Mstep: Class 6 contains 7194 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 272 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 30688 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 11217 members 
Mstep: Class 15 contains 5114 members 
Mstep: Class 16 contains 40925 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1570 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6505 members 
Mstep: Class 23 contains 29910 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 73461 members 
Mstep: Class 29 contains 104 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 399 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 8905 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 293079 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 139 members 
Mstep: Class 41 contains 299 members 
Mstep: Class 42 contains 197 members 
Mstep: Class 43 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27459446.000000 Penalty: 25806.189453
Iteration 201Q: 44 clusters Score -2.745945e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4358 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 2892 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 272 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 30406 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 11195 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 40727 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1574 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6498 members 
Mstep: Class 23 contains 29741 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 589 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 676 members 
Mstep: Class 28 contains 73283 members 
Mstep: Class 29 contains 104 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 8942 members 
Mstep: Class 34 contains 1874 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 293828 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 308 members 
Mstep: Class 42 contains 199 members 
Mstep: Class 43 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27459194.000000 Penalty: 25806.189453
Iteration 202Q: 44 clusters Score -2.745919e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 505 members 
Mstep: Class 5 contains 2887 members 
Mstep: Class 6 contains 7197 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 30141 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 11173 members 
Mstep: Class 15 contains 5256 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1574 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 29638 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 673 members 
Mstep: Class 28 contains 73114 members 
Mstep: Class 29 contains 104 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 400 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 8978 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 687 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 294417 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 310 members 
Mstep: Class 42 contains 201 members 
Mstep: Class 43 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458920.000000 Penalty: 25806.189453
Iteration 203Q: 44 clusters Score -2.745892e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 2623 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 2882 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 29880 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 11146 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 40461 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1576 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6484 members 
Mstep: Class 23 contains 29560 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 589 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 672 members 
Mstep: Class 28 contains 72984 members 
Mstep: Class 29 contains 104 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 402 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9015 members 
Mstep: Class 34 contains 1878 members 
Mstep: Class 35 contains 687 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 294882 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 311 members 
Mstep: Class 42 contains 202 members 
Mstep: Class 43 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458764.000000 Penalty: 25806.189453
Iteration 204Q: 44 clusters Score -2.745876e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 7188 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 29619 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 11113 members 
Mstep: Class 15 contains 5447 members 
Mstep: Class 16 contains 40382 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1577 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6477 members 
Mstep: Class 23 contains 29493 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 671 members 
Mstep: Class 28 contains 72884 members 
Mstep: Class 29 contains 104 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 402 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9048 members 
Mstep: Class 34 contains 1879 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 295311 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 311 members 
Mstep: Class 42 contains 202 members 
Mstep: Class 43 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458686.000000 Penalty: 25806.189453
Iteration 205Q: 44 clusters Score -2.745869e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4396 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 276 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 29370 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 11071 members 
Mstep: Class 15 contains 5535 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6472 members 
Mstep: Class 23 contains 29430 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 72819 members 
Mstep: Class 29 contains 104 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 400 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9070 members 
Mstep: Class 34 contains 1881 members 
Mstep: Class 35 contains 690 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 295695 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 202 members 
Mstep: Class 43 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458428.000000 Penalty: 25806.189453
Iteration 206Q: 44 clusters Score -2.745843e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4403 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 2860 members 
Mstep: Class 6 contains 7180 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 29134 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 11039 members 
Mstep: Class 15 contains 5626 members 
Mstep: Class 16 contains 40273 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6464 members 
Mstep: Class 23 contains 29385 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 72775 members 
Mstep: Class 29 contains 105 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 399 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9088 members 
Mstep: Class 34 contains 1881 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 296006 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 203 members 
Mstep: Class 43 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458232.000000 Penalty: 25806.189453
Iteration 207Q: 44 clusters Score -2.745823e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4419 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 7176 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 28869 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 11001 members 
Mstep: Class 15 contains 5721 members 
Mstep: Class 16 contains 40248 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1576 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6458 members 
Mstep: Class 23 contains 29351 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 72738 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9111 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 296282 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 203 members 
Mstep: Class 43 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458032.000000 Penalty: 25806.189453
Iteration 208Q: 44 clusters Score -2.745803e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4431 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 2855 members 
Mstep: Class 6 contains 7173 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 28603 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 5803 members 
Mstep: Class 16 contains 40233 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1575 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 29329 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 72734 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9132 members 
Mstep: Class 34 contains 1891 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 296522 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 203 members 
Mstep: Class 43 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457870.000000 Penalty: 25806.189453
Iteration 209Q: 44 clusters Score -2.745787e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 2855 members 
Mstep: Class 6 contains 7170 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 28365 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 10910 members 
Mstep: Class 15 contains 5893 members 
Mstep: Class 16 contains 40214 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1575 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6457 members 
Mstep: Class 23 contains 29298 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 72738 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9151 members 
Mstep: Class 34 contains 1894 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 296729 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 205 members 
Mstep: Class 43 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457778.000000 Penalty: 25806.189453
Iteration 210Q: 44 clusters Score -2.745778e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 2851 members 
Mstep: Class 6 contains 7163 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 28137 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 10871 members 
Mstep: Class 15 contains 5993 members 
Mstep: Class 16 contains 40215 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1574 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6457 members 
Mstep: Class 23 contains 29276 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 72754 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9180 members 
Mstep: Class 34 contains 1896 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 296877 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 206 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457660.000000 Penalty: 25806.189453
Iteration 211Q: 44 clusters Score -2.745766e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2848 members 
Mstep: Class 6 contains 7160 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 27921 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 10843 members 
Mstep: Class 15 contains 6108 members 
Mstep: Class 16 contains 40193 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1574 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6457 members 
Mstep: Class 23 contains 29255 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 72756 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9198 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 297023 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457550.000000 Penalty: 25806.189453
Iteration 212Q: 44 clusters Score -2.745755e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 7156 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 27704 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 10819 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 40174 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1574 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6458 members 
Mstep: Class 23 contains 29244 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 72753 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9215 members 
Mstep: Class 34 contains 1905 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 297155 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457444.000000 Penalty: 25806.189453
Iteration 213Q: 44 clusters Score -2.745744e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2838 members 
Mstep: Class 6 contains 7149 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 27489 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 10796 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 40165 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1573 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6458 members 
Mstep: Class 23 contains 29246 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 72761 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9222 members 
Mstep: Class 34 contains 1907 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 297265 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457404.000000 Penalty: 25806.189453
Iteration 214Q: 44 clusters Score -2.74574e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2832 members 
Mstep: Class 6 contains 7140 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 27257 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 10772 members 
Mstep: Class 15 contains 6457 members 
Mstep: Class 16 contains 40156 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1574 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 29236 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 72784 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9235 members 
Mstep: Class 34 contains 1911 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 297400 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457344.000000 Penalty: 25806.189453
Iteration 215Q: 44 clusters Score -2.745734e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2825 members 
Mstep: Class 6 contains 7134 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 27028 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 10741 members 
Mstep: Class 15 contains 6557 members 
Mstep: Class 16 contains 40150 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1574 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6455 members 
Mstep: Class 23 contains 29226 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 72822 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9251 members 
Mstep: Class 34 contains 1912 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 297531 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457262.000000 Penalty: 25806.189453
Iteration 216Q: 44 clusters Score -2.745726e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4485 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2820 members 
Mstep: Class 6 contains 7131 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 26821 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 10708 members 
Mstep: Class 15 contains 6653 members 
Mstep: Class 16 contains 40143 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1575 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 29224 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 72862 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9271 members 
Mstep: Class 34 contains 1913 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 297628 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457182.000000 Penalty: 25806.189453
Iteration 217Q: 44 clusters Score -2.745718e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2811 members 
Mstep: Class 6 contains 7128 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 26607 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 10679 members 
Mstep: Class 15 contains 6741 members 
Mstep: Class 16 contains 40150 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1576 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6455 members 
Mstep: Class 23 contains 29225 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 72920 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9289 members 
Mstep: Class 34 contains 1913 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 297712 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457086.000000 Penalty: 25806.189453
Iteration 218Q: 44 clusters Score -2.745709e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2802 members 
Mstep: Class 6 contains 7132 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 26362 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 10639 members 
Mstep: Class 15 contains 6815 members 
Mstep: Class 16 contains 40164 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1576 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6455 members 
Mstep: Class 23 contains 29227 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 72993 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9312 members 
Mstep: Class 34 contains 1913 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 297816 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457138.000000 Penalty: 25806.189453
Iteration 219Q: 44 clusters Score -2.745714e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2796 members 
Mstep: Class 6 contains 7127 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 26105 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 10610 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 40180 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1576 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 29223 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 73065 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9329 members 
Mstep: Class 34 contains 1916 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 297936 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457214.000000 Penalty: 25806.189453
Iteration 220F: 44 clusters Score -2.745721e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4485 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2791 members 
Mstep: Class 6 contains 7121 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 25839 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 10586 members 
Mstep: Class 15 contains 6934 members 
Mstep: Class 16 contains 40188 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1577 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 29216 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 73140 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9348 members 
Mstep: Class 34 contains 1917 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298091 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457120.000000 Penalty: 25806.189453
Iteration 221Q: 44 clusters Score -2.745712e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4487 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 7115 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 25576 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 10554 members 
Mstep: Class 15 contains 6976 members 
Mstep: Class 16 contains 40218 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1576 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6457 members 
Mstep: Class 23 contains 29220 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 73232 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9363 members 
Mstep: Class 34 contains 1916 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298220 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457068.000000 Penalty: 25806.189453
Iteration 222Q: 44 clusters Score -2.745707e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4489 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 7107 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 25335 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 10518 members 
Mstep: Class 15 contains 7020 members 
Mstep: Class 16 contains 40256 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1576 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6458 members 
Mstep: Class 23 contains 29232 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 73319 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9373 members 
Mstep: Class 34 contains 1918 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298319 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457002.000000 Penalty: 25806.189453
Iteration 223Q: 44 clusters Score -2.7457e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2760 members 
Mstep: Class 6 contains 7097 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 278 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 25122 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 10486 members 
Mstep: Class 15 contains 7064 members 
Mstep: Class 16 contains 40282 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1577 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6457 members 
Mstep: Class 23 contains 29259 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 73396 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9380 members 
Mstep: Class 34 contains 1922 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298394 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457000.000000 Penalty: 25806.189453
Iteration 224Q: 44 clusters Score -2.7457e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 6 contains 7095 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 279 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 24909 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 10453 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 40311 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1577 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6451 members 
Mstep: Class 23 contains 29279 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 468 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 73489 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9400 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298440 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456986.000000 Penalty: 25806.189453
Iteration 225Q: 44 clusters Score -2.745699e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2740 members 
Mstep: Class 6 contains 7090 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 279 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 24708 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 10420 members 
Mstep: Class 15 contains 7153 members 
Mstep: Class 16 contains 40347 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6441 members 
Mstep: Class 23 contains 29284 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 469 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 73576 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9418 members 
Mstep: Class 34 contains 1930 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298508 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456966.000000 Penalty: 25806.189453
Iteration 226Q: 44 clusters Score -2.745697e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 7085 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 279 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 24474 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 10385 members 
Mstep: Class 15 contains 7198 members 
Mstep: Class 16 contains 40381 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1577 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6435 members 
Mstep: Class 23 contains 29273 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 469 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 73689 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9434 members 
Mstep: Class 34 contains 1939 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298596 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456910.000000 Penalty: 25806.189453
Iteration 227Q: 44 clusters Score -2.745691e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2718 members 
Mstep: Class 6 contains 7081 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 279 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 24246 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 10346 members 
Mstep: Class 15 contains 7248 members 
Mstep: Class 16 contains 40409 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6430 members 
Mstep: Class 23 contains 29262 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 470 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 73789 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9457 members 
Mstep: Class 34 contains 1954 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298668 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456922.000000 Penalty: 25806.189453
Iteration 228Q: 44 clusters Score -2.745692e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4506 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 7072 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 279 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 24058 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 10319 members 
Mstep: Class 15 contains 7311 members 
Mstep: Class 16 contains 40444 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1581 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 29255 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 73880 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9480 members 
Mstep: Class 34 contains 1966 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298685 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456910.000000 Penalty: 25806.189453
Iteration 229Q: 44 clusters Score -2.745691e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4510 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 7066 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 279 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 23898 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 10287 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 16 contains 40480 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1587 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6403 members 
Mstep: Class 23 contains 29265 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 73945 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9512 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298687 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456908.000000 Penalty: 25806.189453
Iteration 230Q: 44 clusters Score -2.745691e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4519 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 7052 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 279 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 23739 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 10249 members 
Mstep: Class 15 contains 7434 members 
Mstep: Class 16 contains 40513 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6389 members 
Mstep: Class 23 contains 29282 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74007 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9539 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298695 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456938.000000 Penalty: 25806.189453
Iteration 231Q: 44 clusters Score -2.745694e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4534 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 7041 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 279 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 23581 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 10211 members 
Mstep: Class 15 contains 7482 members 
Mstep: Class 16 contains 40546 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6377 members 
Mstep: Class 23 contains 29289 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74062 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9578 members 
Mstep: Class 34 contains 1971 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298723 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456844.000000 Penalty: 25806.189453
Iteration 232Q: 44 clusters Score -2.745684e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4546 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 7030 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 279 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 23427 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 10179 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 40578 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6364 members 
Mstep: Class 23 contains 29305 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74108 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9614 members 
Mstep: Class 34 contains 1969 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298757 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456814.000000 Penalty: 25806.189453
Iteration 233Q: 44 clusters Score -2.745681e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4559 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 7013 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 279 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 23310 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 10155 members 
Mstep: Class 15 contains 7556 members 
Mstep: Class 16 contains 40599 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6354 members 
Mstep: Class 23 contains 29327 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74161 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9647 members 
Mstep: Class 34 contains 1965 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298754 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456886.000000 Penalty: 25806.189453
Iteration 234Q: 44 clusters Score -2.745689e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4572 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 6 contains 7005 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 23200 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 10135 members 
Mstep: Class 15 contains 7590 members 
Mstep: Class 16 contains 40605 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6347 members 
Mstep: Class 23 contains 29339 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74205 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9668 members 
Mstep: Class 34 contains 1961 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298775 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456946.000000 Penalty: 25806.189453
Iteration 235Q: 44 clusters Score -2.745695e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4586 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 7002 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 23090 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 10113 members 
Mstep: Class 15 contains 7613 members 
Mstep: Class 16 contains 40610 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6346 members 
Mstep: Class 23 contains 29363 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74247 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9682 members 
Mstep: Class 34 contains 1958 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298808 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456970.000000 Penalty: 25806.189453
Iteration 236Q: 44 clusters Score -2.745697e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4592 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2658 members 
Mstep: Class 6 contains 6989 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 22983 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 10101 members 
Mstep: Class 15 contains 7638 members 
Mstep: Class 16 contains 40624 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6347 members 
Mstep: Class 23 contains 29388 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74298 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9696 members 
Mstep: Class 34 contains 1956 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298818 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457012.000000 Penalty: 25806.189453
Iteration 237Q: 44 clusters Score -2.745701e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4599 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2641 members 
Mstep: Class 6 contains 6982 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 22864 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 10078 members 
Mstep: Class 15 contains 7655 members 
Mstep: Class 16 contains 40648 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6347 members 
Mstep: Class 23 contains 29404 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74343 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9718 members 
Mstep: Class 34 contains 1956 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298853 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457022.000000 Penalty: 25806.189453
Iteration 238Q: 44 clusters Score -2.745702e+07 nChanged 354
Entering ConstructFrom: 
Score: -27457022.000000 Penalty: 25806.189453
Entering ConstructFrom: 
Trying to split cluster 1 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -6442.980957 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -6442.981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6177.703125 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -6177.703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6229.434570 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -6229.435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6253.236328 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -6253.236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6270.573730 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -6270.574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6282.814453 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -6282.814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6284.464844 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -6284.465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6285.192383 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -6285.192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6285.192383 Penalty: 475.542938
	Iteration 7F: 3 clusters Score -6285.192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Entering Unmasked Estep 
Score: -257825.078125 Penalty: 383.797729
	Iteration 0F: 2 clusters Score -257825.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -254679.140625 Penalty: 767.595459
	Iteration 0F: 3 clusters Score -254679.1 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -255854.203125 Penalty: 767.595459
	Iteration 1F: 3 clusters Score -255854.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -255975.578125 Penalty: 767.595459
	Iteration 2F: 3 clusters Score -255975.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -256131.250000 Penalty: 767.595459
	Iteration 3F: 3 clusters Score -256131.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -256341.234375 Penalty: 767.595459
	Iteration 4F: 3 clusters Score -256341.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -256664.203125 Penalty: 767.595459
	Iteration 5F: 3 clusters Score -256664.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -257029.171875 Penalty: 767.595459
	Iteration 6F: 3 clusters Score -257029.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -257284.828125 Penalty: 767.595459
	Iteration 7F: 3 clusters Score -257284.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -257437.000000 Penalty: 767.595459
	Iteration 8Q: 3 clusters Score -257437 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -257530.531250 Penalty: 767.595459
	Iteration 9Q: 3 clusters Score -257530.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -257584.421875 Penalty: 767.595459
	Iteration 10Q: 3 clusters Score -257584.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -257607.125000 Penalty: 767.595459
	Iteration 11Q: 3 clusters Score -257607.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -257616.531250 Penalty: 767.595459
	Iteration 12Q: 3 clusters Score -257616.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -257623.031250 Penalty: 767.595459
	Iteration 13Q: 3 clusters Score -257623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -257629.828125 Penalty: 767.595459
	Iteration 14Q: 3 clusters Score -257629.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -257633.562500 Penalty: 767.595459
	Iteration 15Q: 3 clusters Score -257633.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -257637.031250 Penalty: 767.595459
	Iteration 16Q: 3 clusters Score -257637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -257637.609375 Penalty: 767.595459
	Iteration 17Q: 3 clusters Score -257637.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -257638.781250 Penalty: 767.595459
	Iteration 18Q: 3 clusters Score -257638.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -257641.500000 Penalty: 767.595459
	Iteration 19Q: 3 clusters Score -257641.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -257642.703125 Penalty: 767.595459
	Iteration 20F: 3 clusters Score -257642.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -257642.500000 Penalty: 767.595459
	Iteration 21Q: 3 clusters Score -257642.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -257642.875000 Penalty: 767.595459
	Iteration 22Q: 3 clusters Score -257642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -257643.531250 Penalty: 767.595459
	Iteration 23Q: 3 clusters Score -257643.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -257644.109375 Penalty: 767.595459
	Iteration 24Q: 3 clusters Score -257644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -257646.546875 Penalty: 767.595459
	Iteration 25Q: 3 clusters Score -257646.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -257650.125000 Penalty: 767.595459
	Iteration 26Q: 3 clusters Score -257650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -257650.062500 Penalty: 767.595459
	Iteration 27Q: 3 clusters Score -257650.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -257650.062500 Penalty: 767.595459
	Iteration 28F: 3 clusters Score -257650.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -40647.015625 Penalty: 301.394989
	Iteration 0F: 2 clusters Score -40647.02 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 361 members 
Entering Unmasked Estep 
Score: -39987.687500 Penalty: 602.789978
	Iteration 0F: 3 clusters Score -39987.69 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -40149.703125 Penalty: 602.789978
	Iteration 1F: 3 clusters Score -40149.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40183.644531 Penalty: 602.789978
	Iteration 2F: 3 clusters Score -40183.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40201.546875 Penalty: 602.789978
	Iteration 3Q: 3 clusters Score -40201.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40214.375000 Penalty: 602.789978
	Iteration 4Q: 3 clusters Score -40214.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40221.179688 Penalty: 602.789978
	Iteration 5Q: 3 clusters Score -40221.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -40225.765625 Penalty: 602.789978
	Iteration 6Q: 3 clusters Score -40225.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40233.484375 Penalty: 602.789978
	Iteration 7Q: 3 clusters Score -40233.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40244.089844 Penalty: 602.789978
	Iteration 8Q: 3 clusters Score -40244.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40254.300781 Penalty: 602.789978
	Iteration 9Q: 3 clusters Score -40254.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40259.742188 Penalty: 602.789978
	Iteration 10Q: 3 clusters Score -40259.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40263.953125 Penalty: 602.789978
	Iteration 11Q: 3 clusters Score -40263.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40269.660156 Penalty: 602.789978
	Iteration 12Q: 3 clusters Score -40269.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40274.824219 Penalty: 602.789978
	Iteration 13Q: 3 clusters Score -40274.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40279.855469 Penalty: 602.789978
	Iteration 14Q: 3 clusters Score -40279.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40283.117188 Penalty: 602.789978
	Iteration 15Q: 3 clusters Score -40283.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40284.566406 Penalty: 602.789978
	Iteration 16Q: 3 clusters Score -40284.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40290.664062 Penalty: 602.789978
	Iteration 17Q: 3 clusters Score -40290.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40301.308594 Penalty: 602.789978
	Iteration 18Q: 3 clusters Score -40301.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40309.648438 Penalty: 602.789978
	Iteration 19Q: 3 clusters Score -40309.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40314.617188 Penalty: 602.789978
	Iteration 20F: 3 clusters Score -40314.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40317.238281 Penalty: 602.789978
	Iteration 21Q: 3 clusters Score -40317.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40318.398438 Penalty: 602.789978
	Iteration 22Q: 3 clusters Score -40318.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40322.519531 Penalty: 602.789978
	Iteration 23Q: 3 clusters Score -40322.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40324.222656 Penalty: 602.789978
	Iteration 24Q: 3 clusters Score -40324.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40325.328125 Penalty: 602.789978
	Iteration 25Q: 3 clusters Score -40325.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40328.605469 Penalty: 602.789978
	Iteration 26Q: 3 clusters Score -40328.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40333.539062 Penalty: 602.789978
	Iteration 27Q: 3 clusters Score -40333.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40337.292969 Penalty: 602.789978
	Iteration 28Q: 3 clusters Score -40337.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40338.945312 Penalty: 602.789978
	Iteration 29Q: 3 clusters Score -40338.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40339.195312 Penalty: 602.789978
	Iteration 30Q: 3 clusters Score -40339.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40339.195312 Penalty: 602.789978
	Iteration 31F: 3 clusters Score -40339.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -21436.439453 Penalty: 281.096466
	Iteration 0F: 2 clusters Score -21436.44 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 229 members 
Entering Unmasked Estep 
Score: -20958.066406 Penalty: 562.192932
	Iteration 0F: 3 clusters Score -20958.07 nChanged 188
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: -21180.439453 Penalty: 562.192932
	Iteration 1F: 3 clusters Score -21180.44 nChanged 49
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: -21295.529297 Penalty: 562.192932
	Iteration 2F: 3 clusters Score -21295.53 nChanged 45
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: -21365.734375 Penalty: 562.192932
	Iteration 3F: 3 clusters Score -21365.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21399.742188 Penalty: 562.192932
	Iteration 4F: 3 clusters Score -21399.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21427.498047 Penalty: 562.192932
	Iteration 5Q: 3 clusters Score -21427.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21443.552734 Penalty: 562.192932
	Iteration 6Q: 3 clusters Score -21443.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21445.923828 Penalty: 562.192932
	Iteration 7Q: 3 clusters Score -21445.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21449.214844 Penalty: 562.192932
	Iteration 8Q: 3 clusters Score -21449.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21450.708984 Penalty: 562.192932
	Iteration 9Q: 3 clusters Score -21450.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21454.000000 Penalty: 562.192932
	Iteration 10Q: 3 clusters Score -21454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21454.000000 Penalty: 562.192932
	Iteration 11F: 3 clusters Score -21454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4606 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 2631 members 
Mstep: Class 6 contains 6975 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 22740 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 7674 members 
Mstep: Class 16 contains 40679 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6344 members 
Mstep: Class 23 contains 29431 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74399 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9728 members 
Mstep: Class 34 contains 1955 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298873 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 195 members 
Entering Unmasked Estep 
Score: -27456752.000000 Penalty: 26406.333984
Splitting cluster 4 changes total score from -27457022.000000 to -27456752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Entering Unmasked Estep 
Score: -133194.078125 Penalty: 358.317932
	Iteration 0F: 2 clusters Score -133194.1 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 1350 members 
Entering Unmasked Estep 
Score: -131369.218750 Penalty: 716.635864
	Iteration 0F: 3 clusters Score -131369.2 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -132013.500000 Penalty: 716.635864
	Iteration 1F: 3 clusters Score -132013.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -132148.250000 Penalty: 716.635864
	Iteration 2F: 3 clusters Score -132148.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -132343.109375 Penalty: 716.635864
	Iteration 3F: 3 clusters Score -132343.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -132542.828125 Penalty: 716.635864
	Iteration 4F: 3 clusters Score -132542.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -132727.656250 Penalty: 716.635864
	Iteration 5F: 3 clusters Score -132727.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -132880.312500 Penalty: 716.635864
	Iteration 6F: 3 clusters Score -132880.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -132971.968750 Penalty: 716.635864
	Iteration 7Q: 3 clusters Score -132972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -133001.875000 Penalty: 716.635864
	Iteration 8Q: 3 clusters Score -133001.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -133011.109375 Penalty: 716.635864
	Iteration 9Q: 3 clusters Score -133011.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -133014.796875 Penalty: 716.635864
	Iteration 10Q: 3 clusters Score -133014.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -133015.343750 Penalty: 716.635864
	Iteration 11Q: 3 clusters Score -133015.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -133016.031250 Penalty: 716.635864
	Iteration 12Q: 3 clusters Score -133016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -133016.281250 Penalty: 716.635864
	Iteration 13Q: 3 clusters Score -133016.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -133016.453125 Penalty: 716.635864
	Iteration 14Q: 3 clusters Score -133016.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -133016.640625 Penalty: 716.635864
	Iteration 15Q: 3 clusters Score -133016.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -133016.640625 Penalty: 716.635864
	Iteration 16F: 3 clusters Score -133016.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Entering Unmasked Estep 
Score: -370068.468750 Penalty: 402.678955
	Iteration 0F: 2 clusters Score -370068.5 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 3459 members 
Entering Unmasked Estep 
Score: -365442.125000 Penalty: 805.357910
	Iteration 0F: 3 clusters Score -365442.1 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -367146.812500 Penalty: 805.357910
	Iteration 1F: 3 clusters Score -367146.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -367288.906250 Penalty: 805.357910
	Iteration 2F: 3 clusters Score -367288.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -367469.125000 Penalty: 805.357910
	Iteration 3F: 3 clusters Score -367469.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -367723.656250 Penalty: 805.357910
	Iteration 4F: 3 clusters Score -367723.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -368115.562500 Penalty: 805.357910
	Iteration 5F: 3 clusters Score -368115.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -368547.906250 Penalty: 805.357910
	Iteration 6F: 3 clusters Score -368547.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -368862.437500 Penalty: 805.357910
	Iteration 7Q: 3 clusters Score -368862.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -369082.875000 Penalty: 805.357910
	Iteration 8Q: 3 clusters Score -369082.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -369205.843750 Penalty: 805.357910
	Iteration 9Q: 3 clusters Score -369205.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -369272.937500 Penalty: 805.357910
	Iteration 10Q: 3 clusters Score -369272.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -369322.312500 Penalty: 805.357910
	Iteration 11Q: 3 clusters Score -369322.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -369353.281250 Penalty: 805.357910
	Iteration 12Q: 3 clusters Score -369353.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -369383.750000 Penalty: 805.357910
	Iteration 13Q: 3 clusters Score -369383.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -369412.312500 Penalty: 805.357910
	Iteration 14Q: 3 clusters Score -369412.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -369440.937500 Penalty: 805.357910
	Iteration 15Q: 3 clusters Score -369440.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -369470.718750 Penalty: 805.357910
	Iteration 16Q: 3 clusters Score -369470.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -369497.968750 Penalty: 805.357910
	Iteration 17Q: 3 clusters Score -369498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -369515.062500 Penalty: 805.357910
	Iteration 18Q: 3 clusters Score -369515.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -369527.562500 Penalty: 805.357910
	Iteration 19Q: 3 clusters Score -369527.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -369540.375000 Penalty: 805.357910
	Iteration 20F: 3 clusters Score -369540.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -369553.375000 Penalty: 805.357910
	Iteration 21Q: 3 clusters Score -369553.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -369563.781250 Penalty: 805.357910
	Iteration 22Q: 3 clusters Score -369563.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -369572.906250 Penalty: 805.357910
	Iteration 23Q: 3 clusters Score -369572.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -369579.875000 Penalty: 805.357910
	Iteration 24Q: 3 clusters Score -369579.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -369585.812500 Penalty: 805.357910
	Iteration 25Q: 3 clusters Score -369585.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -369590.906250 Penalty: 805.357910
	Iteration 26Q: 3 clusters Score -369590.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -369595.281250 Penalty: 805.357910
	Iteration 27Q: 3 clusters Score -369595.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -369599.718750 Penalty: 805.357910
	Iteration 28Q: 3 clusters Score -369599.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -369601.875000 Penalty: 805.357910
	Iteration 29Q: 3 clusters Score -369601.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -369602.875000 Penalty: 805.357910
	Iteration 30Q: 3 clusters Score -369602.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -369604.656250 Penalty: 805.357910
	Iteration 31Q: 3 clusters Score -369604.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -369607.562500 Penalty: 805.357910
	Iteration 32Q: 3 clusters Score -369607.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -369609.343750 Penalty: 805.357910
	Iteration 33Q: 3 clusters Score -369609.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -369610.781250 Penalty: 805.357910
	Iteration 34Q: 3 clusters Score -369610.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -369614.062500 Penalty: 805.357910
	Iteration 35Q: 3 clusters Score -369614.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -369619.843750 Penalty: 805.357910
	Iteration 36Q: 3 clusters Score -369619.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -369625.625000 Penalty: 805.357910
	Iteration 37Q: 3 clusters Score -369625.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -369631.500000 Penalty: 805.357910
	Iteration 38Q: 3 clusters Score -369631.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -369637.562500 Penalty: 805.357910
	Iteration 39Q: 3 clusters Score -369637.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -369641.812500 Penalty: 805.357910
	Iteration 40F: 3 clusters Score -369641.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -369643.687500 Penalty: 805.357910
	Iteration 41Q: 3 clusters Score -369643.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -369645.218750 Penalty: 805.357910
	Iteration 42Q: 3 clusters Score -369645.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -369647.531250 Penalty: 805.357910
	Iteration 43Q: 3 clusters Score -369647.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -369649.750000 Penalty: 805.357910
	Iteration 44Q: 3 clusters Score -369649.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -369651.875000 Penalty: 805.357910
	Iteration 45Q: 3 clusters Score -369651.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -369653.281250 Penalty: 805.357910
	Iteration 46Q: 3 clusters Score -369653.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -369654.656250 Penalty: 805.357910
	Iteration 47Q: 3 clusters Score -369654.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -369656.312500 Penalty: 805.357910
	Iteration 48Q: 3 clusters Score -369656.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -369658.468750 Penalty: 805.357910
	Iteration 49Q: 3 clusters Score -369658.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -369659.812500 Penalty: 805.357910
	Iteration 50Q: 3 clusters Score -369659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -369661.000000 Penalty: 805.357910
	Iteration 51Q: 3 clusters Score -369661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -369662.125000 Penalty: 805.357910
	Iteration 52Q: 3 clusters Score -369662.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -369663.187500 Penalty: 805.357910
	Iteration 53Q: 3 clusters Score -369663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -369664.437500 Penalty: 805.357910
	Iteration 54Q: 3 clusters Score -369664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -369664.968750 Penalty: 805.357910
	Iteration 55Q: 3 clusters Score -369665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -369666.000000 Penalty: 805.357910
	Iteration 56Q: 3 clusters Score -369666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -369666.937500 Penalty: 805.357910
	Iteration 57Q: 3 clusters Score -369666.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -369667.031250 Penalty: 805.357910
	Iteration 58Q: 3 clusters Score -369667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -369666.937500 Penalty: 805.357910
	Iteration 59Q: 3 clusters Score -369666.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -369667.250000 Penalty: 805.357910
	Iteration 60F: 3 clusters Score -369667.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -369667.687500 Penalty: 805.357910
	Iteration 61Q: 3 clusters Score -369667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -369667.843750 Penalty: 805.357910
	Iteration 62Q: 3 clusters Score -369667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -369668.125000 Penalty: 805.357910
	Iteration 63Q: 3 clusters Score -369668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -369668.250000 Penalty: 805.357910
	Iteration 64Q: 3 clusters Score -369668.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -369668.250000 Penalty: 805.357910
	Iteration 65F: 3 clusters Score -369668.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3702.421143 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3702.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3533.865234 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3533.865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3580.074463 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3580.074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3587.030518 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3587.031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3587.030518 Penalty: 389.176636
	Iteration 3F: 3 clusters Score -3587.031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -12098.338867 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -12098.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11762.794922 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -11762.79 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11866.755859 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -11866.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11904.696289 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -11904.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11954.762695 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -11954.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11988.478516 Penalty: 512.765869
	Iteration 4F: 3 clusters Score -11988.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12007.545898 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -12007.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -12020.300781 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -12020.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -12021.648438 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -12021.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -12022.780273 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -12022.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -12022.780273 Penalty: 512.765869
	Iteration 9F: 3 clusters Score -12022.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Entering Unmasked Estep 
Score: -196571.468750 Penalty: 375.852448
	Iteration 0F: 2 clusters Score -196571.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -193962.312500 Penalty: 751.704895
	Iteration 0F: 3 clusters Score -193962.3 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -194852.859375 Penalty: 751.704895
	Iteration 1F: 3 clusters Score -194852.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -194971.734375 Penalty: 751.704895
	Iteration 2F: 3 clusters Score -194971.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -195090.937500 Penalty: 751.704895
	Iteration 3F: 3 clusters Score -195090.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -195212.859375 Penalty: 751.704895
	Iteration 4F: 3 clusters Score -195212.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -195364.546875 Penalty: 751.704895
	Iteration 5F: 3 clusters Score -195364.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -195514.406250 Penalty: 751.704895
	Iteration 6F: 3 clusters Score -195514.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -195672.000000 Penalty: 751.704895
	Iteration 7Q: 3 clusters Score -195672 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -195824.156250 Penalty: 751.704895
	Iteration 8Q: 3 clusters Score -195824.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -195951.843750 Penalty: 751.704895
	Iteration 9Q: 3 clusters Score -195951.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -196062.203125 Penalty: 751.704895
	Iteration 10Q: 3 clusters Score -196062.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -196129.578125 Penalty: 751.704895
	Iteration 11Q: 3 clusters Score -196129.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -196192.015625 Penalty: 751.704895
	Iteration 12Q: 3 clusters Score -196192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -196234.343750 Penalty: 751.704895
	Iteration 13Q: 3 clusters Score -196234.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -196257.578125 Penalty: 751.704895
	Iteration 14Q: 3 clusters Score -196257.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -196270.718750 Penalty: 751.704895
	Iteration 15Q: 3 clusters Score -196270.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -196277.468750 Penalty: 751.704895
	Iteration 16Q: 3 clusters Score -196277.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -196280.203125 Penalty: 751.704895
	Iteration 17Q: 3 clusters Score -196280.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -196282.171875 Penalty: 751.704895
	Iteration 18Q: 3 clusters Score -196282.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -196284.390625 Penalty: 751.704895
	Iteration 19Q: 3 clusters Score -196284.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -196286.187500 Penalty: 751.704895
	Iteration 20F: 3 clusters Score -196286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -196286.109375 Penalty: 751.704895
	Iteration 21Q: 3 clusters Score -196286.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -196286.109375 Penalty: 751.704895
	Iteration 22F: 3 clusters Score -196286.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Entering Unmasked Estep 
Score: -1234268.875000 Penalty: 456.450562
	Iteration 0F: 2 clusters Score -1234269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1219241.125000 Penalty: 912.901123
	Iteration 0F: 3 clusters Score -1219241 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1225130.875000 Penalty: 912.901123
	Iteration 1F: 3 clusters Score -1225131 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1225337.375000 Penalty: 912.901123
	Iteration 2Q: 3 clusters Score -1225337 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1225552.875000 Penalty: 912.901123
	Iteration 3Q: 3 clusters Score -1225553 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1225853.500000 Penalty: 912.901123
	Iteration 4Q: 3 clusters Score -1225854 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1226341.125000 Penalty: 912.901123
	Iteration 5Q: 3 clusters Score -1226341 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1227195.625000 Penalty: 912.901123
	Iteration 6F: 3 clusters Score -1227196 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1228308.250000 Penalty: 912.901123
	Iteration 7F: 3 clusters Score -1228308 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1229318.500000 Penalty: 912.901123
	Iteration 8F: 3 clusters Score -1229318 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1229769.000000 Penalty: 912.901123
	Iteration 9Q: 3 clusters Score -1229769 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1229934.625000 Penalty: 912.901123
	Iteration 10Q: 3 clusters Score -1229935 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1230004.750000 Penalty: 912.901123
	Iteration 11Q: 3 clusters Score -1230005 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1230079.375000 Penalty: 912.901123
	Iteration 12Q: 3 clusters Score -1230079 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1230149.375000 Penalty: 912.901123
	Iteration 13Q: 3 clusters Score -1230149 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1230227.500000 Penalty: 912.901123
	Iteration 14Q: 3 clusters Score -1230228 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1230311.500000 Penalty: 912.901123
	Iteration 15Q: 3 clusters Score -1230312 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1230393.500000 Penalty: 912.901123
	Iteration 16Q: 3 clusters Score -1230394 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1230492.750000 Penalty: 912.901123
	Iteration 17Q: 3 clusters Score -1230493 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1230627.250000 Penalty: 912.901123
	Iteration 18Q: 3 clusters Score -1230627 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1230795.250000 Penalty: 912.901123
	Iteration 19Q: 3 clusters Score -1230795 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1230985.375000 Penalty: 912.901123
	Iteration 20F: 3 clusters Score -1230985 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1231206.750000 Penalty: 912.901123
	Iteration 21Q: 3 clusters Score -1231207 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1231450.000000 Penalty: 912.901123
	Iteration 22Q: 3 clusters Score -1231450 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1231697.500000 Penalty: 912.901123
	Iteration 23Q: 3 clusters Score -1231698 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1231956.625000 Penalty: 912.901123
	Iteration 24Q: 3 clusters Score -1231957 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1232212.500000 Penalty: 912.901123
	Iteration 25Q: 3 clusters Score -1232212 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1232459.125000 Penalty: 912.901123
	Iteration 26Q: 3 clusters Score -1232459 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1232662.875000 Penalty: 912.901123
	Iteration 27Q: 3 clusters Score -1232663 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1232870.500000 Penalty: 912.901123
	Iteration 28Q: 3 clusters Score -1232870 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1233079.625000 Penalty: 912.901123
	Iteration 29Q: 3 clusters Score -1233080 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1233260.625000 Penalty: 912.901123
	Iteration 30Q: 3 clusters Score -1233261 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1233413.000000 Penalty: 912.901123
	Iteration 31Q: 3 clusters Score -1233413 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1233538.375000 Penalty: 912.901123
	Iteration 32Q: 3 clusters Score -1233538 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1233629.250000 Penalty: 912.901123
	Iteration 33Q: 3 clusters Score -1233629 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1233686.750000 Penalty: 912.901123
	Iteration 34Q: 3 clusters Score -1233687 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1233739.625000 Penalty: 912.901123
	Iteration 35Q: 3 clusters Score -1233740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1233770.250000 Penalty: 912.901123
	Iteration 36Q: 3 clusters Score -1233770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1233802.750000 Penalty: 912.901123
	Iteration 37Q: 3 clusters Score -1233803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1233827.625000 Penalty: 912.901123
	Iteration 38Q: 3 clusters Score -1233828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1233841.625000 Penalty: 912.901123
	Iteration 39Q: 3 clusters Score -1233842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1233849.625000 Penalty: 912.901123
	Iteration 40F: 3 clusters Score -1233850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1233854.000000 Penalty: 912.901123
	Iteration 41Q: 3 clusters Score -1233854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1233855.625000 Penalty: 912.901123
	Iteration 42Q: 3 clusters Score -1233856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1233863.125000 Penalty: 912.901123
	Iteration 43Q: 3 clusters Score -1233863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1233868.250000 Penalty: 912.901123
	Iteration 44Q: 3 clusters Score -1233868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1233876.125000 Penalty: 912.901123
	Iteration 45Q: 3 clusters Score -1233876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1233881.375000 Penalty: 912.901123
	Iteration 46Q: 3 clusters Score -1233881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1233882.875000 Penalty: 912.901123
	Iteration 47Q: 3 clusters Score -1233883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1233884.750000 Penalty: 912.901123
	Iteration 48Q: 3 clusters Score -1233885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1233888.250000 Penalty: 912.901123
	Iteration 49Q: 3 clusters Score -1233888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -1233887.500000 Penalty: 912.901123
	Iteration 50Q: 3 clusters Score -1233888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1233887.750000 Penalty: 912.901123
	Iteration 51Q: 3 clusters Score -1233888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1233888.375000 Penalty: 912.901123
	Iteration 52Q: 3 clusters Score -1233888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -1233889.125000 Penalty: 912.901123
	Iteration 53Q: 3 clusters Score -1233889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1233889.375000 Penalty: 912.901123
	Iteration 54Q: 3 clusters Score -1233889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1233890.000000 Penalty: 912.901123
	Iteration 55Q: 3 clusters Score -1233890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -1233891.375000 Penalty: 912.901123
	Iteration 56Q: 3 clusters Score -1233891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -1233891.375000 Penalty: 912.901123
	Iteration 57F: 3 clusters Score -1233891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -27091.027344 Penalty: 286.518463
	Iteration 0F: 2 clusters Score -27091.03 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 292 members 
Entering Unmasked Estep 
Score: -26561.349609 Penalty: 573.036926
	Iteration 0F: 3 clusters Score -26561.35 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26672.447266 Penalty: 573.036926
	Iteration 1F: 3 clusters Score -26672.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26728.664062 Penalty: 573.036926
	Iteration 2F: 3 clusters Score -26728.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26758.843750 Penalty: 573.036926
	Iteration 3F: 3 clusters Score -26758.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26772.414062 Penalty: 573.036926
	Iteration 4Q: 3 clusters Score -26772.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26785.994141 Penalty: 573.036926
	Iteration 5Q: 3 clusters Score -26785.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26793.427734 Penalty: 573.036926
	Iteration 6Q: 3 clusters Score -26793.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26800.763672 Penalty: 573.036926
	Iteration 7Q: 3 clusters Score -26800.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -26807.447266 Penalty: 573.036926
	Iteration 8Q: 3 clusters Score -26807.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -26809.652344 Penalty: 573.036926
	Iteration 9Q: 3 clusters Score -26809.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -26810.707031 Penalty: 573.036926
	Iteration 10Q: 3 clusters Score -26810.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26811.091797 Penalty: 573.036926
	Iteration 11Q: 3 clusters Score -26811.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26813.291016 Penalty: 573.036926
	Iteration 12Q: 3 clusters Score -26813.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26813.662109 Penalty: 573.036926
	Iteration 13Q: 3 clusters Score -26813.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26813.662109 Penalty: 573.036926
	Iteration 14F: 3 clusters Score -26813.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -27197.845703 Penalty: 284.636627
	Iteration 0F: 2 clusters Score -27197.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26696.378906 Penalty: 569.273254
	Iteration 0F: 3 clusters Score -26696.38 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26834.433594 Penalty: 569.273254
	Iteration 1F: 3 clusters Score -26834.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26876.869141 Penalty: 569.273254
	Iteration 2F: 3 clusters Score -26876.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26905.708984 Penalty: 569.273254
	Iteration 3Q: 3 clusters Score -26905.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26928.365234 Penalty: 569.273254
	Iteration 4Q: 3 clusters Score -26928.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26947.126953 Penalty: 569.273254
	Iteration 5Q: 3 clusters Score -26947.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26965.187500 Penalty: 569.273254
	Iteration 6Q: 3 clusters Score -26965.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26976.619141 Penalty: 569.273254
	Iteration 7Q: 3 clusters Score -26976.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -26987.457031 Penalty: 569.273254
	Iteration 8Q: 3 clusters Score -26987.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26998.660156 Penalty: 569.273254
	Iteration 9Q: 3 clusters Score -26998.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27006.480469 Penalty: 569.273254
	Iteration 10Q: 3 clusters Score -27006.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27012.914062 Penalty: 569.273254
	Iteration 11Q: 3 clusters Score -27012.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27015.134766 Penalty: 569.273254
	Iteration 12Q: 3 clusters Score -27015.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27016.732422 Penalty: 569.273254
	Iteration 13Q: 3 clusters Score -27016.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27018.189453 Penalty: 569.273254
	Iteration 14Q: 3 clusters Score -27018.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27018.466797 Penalty: 569.273254
	Iteration 15Q: 3 clusters Score -27018.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27019.205078 Penalty: 569.273254
	Iteration 16Q: 3 clusters Score -27019.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27019.205078 Penalty: 569.273254
	Iteration 17F: 3 clusters Score -27019.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -73630.085938 Penalty: 328.593506
	Iteration 0F: 2 clusters Score -73630.09 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 704 members 
Entering Unmasked Estep 
Score: -72557.578125 Penalty: 657.187012
	Iteration 0F: 3 clusters Score -72557.58 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -72861.695312 Penalty: 657.187012
	Iteration 1F: 3 clusters Score -72861.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -72908.429688 Penalty: 657.187012
	Iteration 2F: 3 clusters Score -72908.43 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -72970.648438 Penalty: 657.187012
	Iteration 3F: 3 clusters Score -72970.65 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -73038.257812 Penalty: 657.187012
	Iteration 4F: 3 clusters Score -73038.26 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -73119.062500 Penalty: 657.187012
	Iteration 5F: 3 clusters Score -73119.06 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -73196.234375 Penalty: 657.187012
	Iteration 6F: 3 clusters Score -73196.23 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -73271.476562 Penalty: 657.187012
	Iteration 7F: 3 clusters Score -73271.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -73332.093750 Penalty: 657.187012
	Iteration 8Q: 3 clusters Score -73332.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -73368.984375 Penalty: 657.187012
	Iteration 9Q: 3 clusters Score -73368.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -73406.726562 Penalty: 657.187012
	Iteration 10Q: 3 clusters Score -73406.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -73439.984375 Penalty: 657.187012
	Iteration 11Q: 3 clusters Score -73439.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -73465.226562 Penalty: 657.187012
	Iteration 12Q: 3 clusters Score -73465.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -73485.007812 Penalty: 657.187012
	Iteration 13Q: 3 clusters Score -73485.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -73492.539062 Penalty: 657.187012
	Iteration 14Q: 3 clusters Score -73492.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -73501.578125 Penalty: 657.187012
	Iteration 15Q: 3 clusters Score -73501.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -73504.945312 Penalty: 657.187012
	Iteration 16Q: 3 clusters Score -73504.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -73506.101562 Penalty: 657.187012
	Iteration 17Q: 3 clusters Score -73506.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -73508.664062 Penalty: 657.187012
	Iteration 18Q: 3 clusters Score -73508.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -73510.093750 Penalty: 657.187012
	Iteration 19Q: 3 clusters Score -73510.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -73511.585938 Penalty: 657.187012
	Iteration 20F: 3 clusters Score -73511.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -73514.179688 Penalty: 657.187012
	Iteration 21Q: 3 clusters Score -73514.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -73516.984375 Penalty: 657.187012
	Iteration 22Q: 3 clusters Score -73516.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -73522.078125 Penalty: 657.187012
	Iteration 23Q: 3 clusters Score -73522.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -73523.515625 Penalty: 657.187012
	Iteration 24Q: 3 clusters Score -73523.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -73525.132812 Penalty: 657.187012
	Iteration 25Q: 3 clusters Score -73525.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -73525.703125 Penalty: 657.187012
	Iteration 26Q: 3 clusters Score -73525.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -73526.671875 Penalty: 657.187012
	Iteration 27Q: 3 clusters Score -73526.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -73527.671875 Penalty: 657.187012
	Iteration 28Q: 3 clusters Score -73527.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -73528.992188 Penalty: 657.187012
	Iteration 29Q: 3 clusters Score -73528.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -73529.164062 Penalty: 657.187012
	Iteration 30Q: 3 clusters Score -73529.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -73529.679688 Penalty: 657.187012
	Iteration 31Q: 3 clusters Score -73529.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -73530.179688 Penalty: 657.187012
	Iteration 32Q: 3 clusters Score -73530.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -73530.406250 Penalty: 657.187012
	Iteration 33Q: 3 clusters Score -73530.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -73531.773438 Penalty: 657.187012
	Iteration 34Q: 3 clusters Score -73531.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -73532.187500 Penalty: 657.187012
	Iteration 35Q: 3 clusters Score -73532.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -73532.359375 Penalty: 657.187012
	Iteration 36Q: 3 clusters Score -73532.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -73532.359375 Penalty: 657.187012
	Iteration 37F: 3 clusters Score -73532.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Entering Unmasked Estep 
Score: -543482.375000 Penalty: 419.315521
	Iteration 0F: 2 clusters Score -543482.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -536812.312500 Penalty: 838.631042
	Iteration 0F: 3 clusters Score -536812.3 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -539597.875000 Penalty: 838.631042
	Iteration 1F: 3 clusters Score -539597.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -539960.500000 Penalty: 838.631042
	Iteration 2F: 3 clusters Score -539960.5 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -540434.125000 Penalty: 838.631042
	Iteration 3F: 3 clusters Score -540434.1 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -541004.375000 Penalty: 838.631042
	Iteration 4F: 3 clusters Score -541004.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -541604.062500 Penalty: 838.631042
	Iteration 5F: 3 clusters Score -541604.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -542090.250000 Penalty: 838.631042
	Iteration 6Q: 3 clusters Score -542090.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -542395.562500 Penalty: 838.631042
	Iteration 7Q: 3 clusters Score -542395.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -542589.312500 Penalty: 838.631042
	Iteration 8Q: 3 clusters Score -542589.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -542714.937500 Penalty: 838.631042
	Iteration 9Q: 3 clusters Score -542714.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -542827.562500 Penalty: 838.631042
	Iteration 10Q: 3 clusters Score -542827.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -542909.937500 Penalty: 838.631042
	Iteration 11Q: 3 clusters Score -542909.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -542974.500000 Penalty: 838.631042
	Iteration 12Q: 3 clusters Score -542974.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -543034.312500 Penalty: 838.631042
	Iteration 13Q: 3 clusters Score -543034.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -543077.187500 Penalty: 838.631042
	Iteration 14Q: 3 clusters Score -543077.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -543101.375000 Penalty: 838.631042
	Iteration 15Q: 3 clusters Score -543101.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -543114.375000 Penalty: 838.631042
	Iteration 16Q: 3 clusters Score -543114.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -543121.375000 Penalty: 838.631042
	Iteration 17Q: 3 clusters Score -543121.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -543123.437500 Penalty: 838.631042
	Iteration 18Q: 3 clusters Score -543123.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -543126.125000 Penalty: 838.631042
	Iteration 19Q: 3 clusters Score -543126.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -543129.250000 Penalty: 838.631042
	Iteration 20F: 3 clusters Score -543129.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -543131.062500 Penalty: 838.631042
	Iteration 21Q: 3 clusters Score -543131.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -543133.187500 Penalty: 838.631042
	Iteration 22Q: 3 clusters Score -543133.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -543134.125000 Penalty: 838.631042
	Iteration 23Q: 3 clusters Score -543134.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -543134.000000 Penalty: 838.631042
	Iteration 24Q: 3 clusters Score -543134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -543134.187500 Penalty: 838.631042
	Iteration 25Q: 3 clusters Score -543134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -543135.562500 Penalty: 838.631042
	Iteration 26Q: 3 clusters Score -543135.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -543135.000000 Penalty: 838.631042
	Iteration 27Q: 3 clusters Score -543135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -543135.562500 Penalty: 838.631042
	Iteration 28Q: 3 clusters Score -543135.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -543136.187500 Penalty: 838.631042
	Iteration 29Q: 3 clusters Score -543136.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -543136.187500 Penalty: 838.631042
	Iteration 30Q: 3 clusters Score -543136.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -543138.625000 Penalty: 838.631042
	Iteration 31Q: 3 clusters Score -543138.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -543140.500000 Penalty: 838.631042
	Iteration 32Q: 3 clusters Score -543140.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -543142.125000 Penalty: 838.631042
	Iteration 33Q: 3 clusters Score -543142.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -543143.125000 Penalty: 838.631042
	Iteration 34Q: 3 clusters Score -543143.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -543144.687500 Penalty: 838.631042
	Iteration 35Q: 3 clusters Score -543144.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -543145.812500 Penalty: 838.631042
	Iteration 36Q: 3 clusters Score -543145.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -543146.187500 Penalty: 838.631042
	Iteration 37Q: 3 clusters Score -543146.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -543147.000000 Penalty: 838.631042
	Iteration 38Q: 3 clusters Score -543147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -543146.812500 Penalty: 838.631042
	Iteration 39Q: 3 clusters Score -543146.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -543148.750000 Penalty: 838.631042
	Iteration 40F: 3 clusters Score -543148.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -543148.812500 Penalty: 838.631042
	Iteration 41Q: 3 clusters Score -543148.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -543149.125000 Penalty: 838.631042
	Iteration 42Q: 3 clusters Score -543149.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -543149.125000 Penalty: 838.631042
	Iteration 43F: 3 clusters Score -543149.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Entering Unmasked Estep 
Score: -433722.093750 Penalty: 407.024475
	Iteration 0F: 2 clusters Score -433722.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -428551.093750 Penalty: 814.048950
	Iteration 0F: 3 clusters Score -428551.1 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -430633.343750 Penalty: 814.048950
	Iteration 1F: 3 clusters Score -430633.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -430871.375000 Penalty: 814.048950
	Iteration 2F: 3 clusters Score -430871.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -431167.750000 Penalty: 814.048950
	Iteration 3F: 3 clusters Score -431167.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -431588.312500 Penalty: 814.048950
	Iteration 4F: 3 clusters Score -431588.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -432078.468750 Penalty: 814.048950
	Iteration 5F: 3 clusters Score -432078.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -432459.593750 Penalty: 814.048950
	Iteration 6F: 3 clusters Score -432459.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -432668.718750 Penalty: 814.048950
	Iteration 7Q: 3 clusters Score -432668.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -432799.093750 Penalty: 814.048950
	Iteration 8Q: 3 clusters Score -432799.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -432875.031250 Penalty: 814.048950
	Iteration 9Q: 3 clusters Score -432875 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -432932.437500 Penalty: 814.048950
	Iteration 10Q: 3 clusters Score -432932.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -432989.437500 Penalty: 814.048950
	Iteration 11Q: 3 clusters Score -432989.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -433044.343750 Penalty: 814.048950
	Iteration 12Q: 3 clusters Score -433044.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -433087.218750 Penalty: 814.048950
	Iteration 13Q: 3 clusters Score -433087.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -433125.093750 Penalty: 814.048950
	Iteration 14Q: 3 clusters Score -433125.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -433160.531250 Penalty: 814.048950
	Iteration 15Q: 3 clusters Score -433160.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -433188.250000 Penalty: 814.048950
	Iteration 16Q: 3 clusters Score -433188.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -433216.218750 Penalty: 814.048950
	Iteration 17Q: 3 clusters Score -433216.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -433235.781250 Penalty: 814.048950
	Iteration 18Q: 3 clusters Score -433235.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -433252.781250 Penalty: 814.048950
	Iteration 19Q: 3 clusters Score -433252.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -433271.031250 Penalty: 814.048950
	Iteration 20F: 3 clusters Score -433271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -433289.500000 Penalty: 814.048950
	Iteration 21Q: 3 clusters Score -433289.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -433305.750000 Penalty: 814.048950
	Iteration 22Q: 3 clusters Score -433305.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -433319.687500 Penalty: 814.048950
	Iteration 23Q: 3 clusters Score -433319.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -433335.156250 Penalty: 814.048950
	Iteration 24Q: 3 clusters Score -433335.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -433347.968750 Penalty: 814.048950
	Iteration 25Q: 3 clusters Score -433348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -433355.281250 Penalty: 814.048950
	Iteration 26Q: 3 clusters Score -433355.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -433360.281250 Penalty: 814.048950
	Iteration 27Q: 3 clusters Score -433360.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -433367.687500 Penalty: 814.048950
	Iteration 28Q: 3 clusters Score -433367.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -433377.375000 Penalty: 814.048950
	Iteration 29Q: 3 clusters Score -433377.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -433387.750000 Penalty: 814.048950
	Iteration 30Q: 3 clusters Score -433387.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -433395.781250 Penalty: 814.048950
	Iteration 31Q: 3 clusters Score -433395.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -433405.031250 Penalty: 814.048950
	Iteration 32Q: 3 clusters Score -433405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -433416.187500 Penalty: 814.048950
	Iteration 33Q: 3 clusters Score -433416.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -433423.687500 Penalty: 814.048950
	Iteration 34Q: 3 clusters Score -433423.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -433430.031250 Penalty: 814.048950
	Iteration 35Q: 3 clusters Score -433430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -433435.312500 Penalty: 814.048950
	Iteration 36Q: 3 clusters Score -433435.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -433439.656250 Penalty: 814.048950
	Iteration 37Q: 3 clusters Score -433439.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -433442.437500 Penalty: 814.048950
	Iteration 38Q: 3 clusters Score -433442.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -433444.062500 Penalty: 814.048950
	Iteration 39Q: 3 clusters Score -433444.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -433446.656250 Penalty: 814.048950
	Iteration 40F: 3 clusters Score -433446.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -433449.656250 Penalty: 814.048950
	Iteration 41Q: 3 clusters Score -433449.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -433450.656250 Penalty: 814.048950
	Iteration 42Q: 3 clusters Score -433450.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -433452.875000 Penalty: 814.048950
	Iteration 43Q: 3 clusters Score -433452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -433452.093750 Penalty: 814.048950
	Iteration 44Q: 3 clusters Score -433452.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -433453.218750 Penalty: 814.048950
	Iteration 45Q: 3 clusters Score -433453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -433454.718750 Penalty: 814.048950
	Iteration 46Q: 3 clusters Score -433454.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -433456.031250 Penalty: 814.048950
	Iteration 47Q: 3 clusters Score -433456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -433456.781250 Penalty: 814.048950
	Iteration 48Q: 3 clusters Score -433456.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -433457.187500 Penalty: 814.048950
	Iteration 49Q: 3 clusters Score -433457.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -433457.750000 Penalty: 814.048950
	Iteration 50Q: 3 clusters Score -433457.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -433458.250000 Penalty: 814.048950
	Iteration 51Q: 3 clusters Score -433458.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -433459.812500 Penalty: 814.048950
	Iteration 52Q: 3 clusters Score -433459.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -433460.718750 Penalty: 814.048950
	Iteration 53Q: 3 clusters Score -433460.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -433461.187500 Penalty: 814.048950
	Iteration 54Q: 3 clusters Score -433461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -433462.625000 Penalty: 814.048950
	Iteration 55Q: 3 clusters Score -433462.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -433462.906250 Penalty: 814.048950
	Iteration 56Q: 3 clusters Score -433462.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -433463.812500 Penalty: 814.048950
	Iteration 57Q: 3 clusters Score -433463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -433465.812500 Penalty: 814.048950
	Iteration 58Q: 3 clusters Score -433465.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -433465.406250 Penalty: 814.048950
	Iteration 59Q: 3 clusters Score -433465.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -433467.250000 Penalty: 814.048950
	Iteration 60F: 3 clusters Score -433467.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -433468.062500 Penalty: 814.048950
	Iteration 61Q: 3 clusters Score -433468.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -433469.375000 Penalty: 814.048950
	Iteration 62Q: 3 clusters Score -433469.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -433469.531250 Penalty: 814.048950
	Iteration 63Q: 3 clusters Score -433469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -433469.218750 Penalty: 814.048950
	Iteration 64Q: 3 clusters Score -433469.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -433470.062500 Penalty: 814.048950
	Iteration 65Q: 3 clusters Score -433470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -433471.187500 Penalty: 814.048950
	Iteration 66Q: 3 clusters Score -433471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -433472.375000 Penalty: 814.048950
	Iteration 67Q: 3 clusters Score -433472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -433474.093750 Penalty: 814.048950
	Iteration 68Q: 3 clusters Score -433474.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -433476.187500 Penalty: 814.048950
	Iteration 69Q: 3 clusters Score -433476.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -433478.156250 Penalty: 814.048950
	Iteration 70Q: 3 clusters Score -433478.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -433480.093750 Penalty: 814.048950
	Iteration 71Q: 3 clusters Score -433480.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -433479.312500 Penalty: 814.048950
	Iteration 72Q: 3 clusters Score -433479.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -433481.156250 Penalty: 814.048950
	Iteration 73Q: 3 clusters Score -433481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -433480.156250 Penalty: 814.048950
	Iteration 74Q: 3 clusters Score -433480.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -433481.125000 Penalty: 814.048950
	Iteration 75Q: 3 clusters Score -433481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -433482.750000 Penalty: 814.048950
	Iteration 76Q: 3 clusters Score -433482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -433482.875000 Penalty: 814.048950
	Iteration 77Q: 3 clusters Score -433482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -433484.593750 Penalty: 814.048950
	Iteration 78Q: 3 clusters Score -433484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -433484.718750 Penalty: 814.048950
	Iteration 79Q: 3 clusters Score -433484.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -433484.718750 Penalty: 814.048950
	Iteration 80F: 3 clusters Score -433484.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Entering Unmasked Estep 
Score: -2069943.875000 Penalty: 482.912750
	Iteration 0F: 2 clusters Score -2069944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2042724.375000 Penalty: 965.825500
	Iteration 0F: 3 clusters Score -2042724 nChanged 19593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2054145.375000 Penalty: 965.825500
	Iteration 1F: 3 clusters Score -2054145 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2054429.375000 Penalty: 965.825500
	Iteration 2Q: 3 clusters Score -2054429 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2054769.125000 Penalty: 965.825500
	Iteration 3Q: 3 clusters Score -2054769 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -2055208.375000 Penalty: 965.825500
	Iteration 4Q: 3 clusters Score -2055208 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2055924.250000 Penalty: 965.825500
	Iteration 5Q: 3 clusters Score -2055924 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2057130.875000 Penalty: 965.825500
	Iteration 6F: 3 clusters Score -2057131 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -2058994.250000 Penalty: 965.825500
	Iteration 7F: 3 clusters Score -2058994 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -2061074.375000 Penalty: 965.825500
	Iteration 8F: 3 clusters Score -2061074 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -2062342.125000 Penalty: 965.825500
	Iteration 9F: 3 clusters Score -2062342 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -2062779.125000 Penalty: 965.825500
	Iteration 10Q: 3 clusters Score -2062779 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -2063018.875000 Penalty: 965.825500
	Iteration 11Q: 3 clusters Score -2063019 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -2063210.125000 Penalty: 965.825500
	Iteration 12Q: 3 clusters Score -2063210 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -2063402.750000 Penalty: 965.825500
	Iteration 13Q: 3 clusters Score -2063403 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -2063642.375000 Penalty: 965.825500
	Iteration 14Q: 3 clusters Score -2063642 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -2063914.125000 Penalty: 965.825500
	Iteration 15Q: 3 clusters Score -2063914 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -2064254.250000 Penalty: 965.825500
	Iteration 16Q: 3 clusters Score -2064254 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -2064631.375000 Penalty: 965.825500
	Iteration 17Q: 3 clusters Score -2064631 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -2065078.875000 Penalty: 965.825500
	Iteration 18Q: 3 clusters Score -2065079 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -2065612.500000 Penalty: 965.825500
	Iteration 19Q: 3 clusters Score -2065612 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -2066168.500000 Penalty: 965.825500
	Iteration 20F: 3 clusters Score -2066168 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -2066687.375000 Penalty: 965.825500
	Iteration 21Q: 3 clusters Score -2066687 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -2067172.625000 Penalty: 965.825500
	Iteration 22Q: 3 clusters Score -2067173 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -2067606.250000 Penalty: 965.825500
	Iteration 23Q: 3 clusters Score -2067606 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -2067928.000000 Penalty: 965.825500
	Iteration 24Q: 3 clusters Score -2067928 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -2068184.000000 Penalty: 965.825500
	Iteration 25Q: 3 clusters Score -2068184 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -2068380.750000 Penalty: 965.825500
	Iteration 26Q: 3 clusters Score -2068381 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -2068508.750000 Penalty: 965.825500
	Iteration 27Q: 3 clusters Score -2068509 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -2068601.500000 Penalty: 965.825500
	Iteration 28Q: 3 clusters Score -2068602 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -2068687.625000 Penalty: 965.825500
	Iteration 29Q: 3 clusters Score -2068688 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -2068762.750000 Penalty: 965.825500
	Iteration 30Q: 3 clusters Score -2068763 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -2068818.125000 Penalty: 965.825500
	Iteration 31Q: 3 clusters Score -2068818 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -2068848.500000 Penalty: 965.825500
	Iteration 32Q: 3 clusters Score -2068848 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -2068884.125000 Penalty: 965.825500
	Iteration 33Q: 3 clusters Score -2068884 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -2068909.875000 Penalty: 965.825500
	Iteration 34Q: 3 clusters Score -2068910 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -2068936.500000 Penalty: 965.825500
	Iteration 35Q: 3 clusters Score -2068936 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -2068967.875000 Penalty: 965.825500
	Iteration 36Q: 3 clusters Score -2068968 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -2068983.000000 Penalty: 965.825500
	Iteration 37Q: 3 clusters Score -2068983 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -2069004.250000 Penalty: 965.825500
	Iteration 38Q: 3 clusters Score -2069004 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -2069032.875000 Penalty: 965.825500
	Iteration 39Q: 3 clusters Score -2069033 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -2069053.375000 Penalty: 965.825500
	Iteration 40F: 3 clusters Score -2069053 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -2069066.000000 Penalty: 965.825500
	Iteration 41Q: 3 clusters Score -2069066 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -2069071.875000 Penalty: 965.825500
	Iteration 42Q: 3 clusters Score -2069072 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -2069096.375000 Penalty: 965.825500
	Iteration 43Q: 3 clusters Score -2069096 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -2069113.250000 Penalty: 965.825500
	Iteration 44Q: 3 clusters Score -2069113 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -2069126.375000 Penalty: 965.825500
	Iteration 45Q: 3 clusters Score -2069126 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -2069142.125000 Penalty: 965.825500
	Iteration 46Q: 3 clusters Score -2069142 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -2069158.125000 Penalty: 965.825500
	Iteration 47Q: 3 clusters Score -2069158 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -2069179.500000 Penalty: 965.825500
	Iteration 48Q: 3 clusters Score -2069180 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -2069196.500000 Penalty: 965.825500
	Iteration 49Q: 3 clusters Score -2069196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -2069214.875000 Penalty: 965.825500
	Iteration 50Q: 3 clusters Score -2069215 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -2069231.500000 Penalty: 965.825500
	Iteration 51Q: 3 clusters Score -2069232 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -2069246.500000 Penalty: 965.825500
	Iteration 52Q: 3 clusters Score -2069246 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -2069260.875000 Penalty: 965.825500
	Iteration 53Q: 3 clusters Score -2069261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -2069270.625000 Penalty: 965.825500
	Iteration 54Q: 3 clusters Score -2069271 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -2069271.750000 Penalty: 965.825500
	Iteration 55Q: 3 clusters Score -2069272 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -2069292.500000 Penalty: 965.825500
	Iteration 56Q: 3 clusters Score -2069292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -2069308.500000 Penalty: 965.825500
	Iteration 57Q: 3 clusters Score -2069308 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -2069316.000000 Penalty: 965.825500
	Iteration 58Q: 3 clusters Score -2069316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -2069331.750000 Penalty: 965.825500
	Iteration 59Q: 3 clusters Score -2069332 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -2069346.250000 Penalty: 965.825500
	Iteration 60F: 3 clusters Score -2069346 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -2069352.750000 Penalty: 965.825500
	Iteration 61Q: 3 clusters Score -2069353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -2069363.500000 Penalty: 965.825500
	Iteration 62Q: 3 clusters Score -2069364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -2069376.000000 Penalty: 965.825500
	Iteration 63Q: 3 clusters Score -2069376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -2069380.000000 Penalty: 965.825500
	Iteration 64Q: 3 clusters Score -2069380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -2069386.375000 Penalty: 965.825500
	Iteration 65Q: 3 clusters Score -2069386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -2069386.625000 Penalty: 965.825500
	Iteration 66Q: 3 clusters Score -2069387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -2069390.625000 Penalty: 965.825500
	Iteration 67Q: 3 clusters Score -2069391 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -2069394.375000 Penalty: 965.825500
	Iteration 68Q: 3 clusters Score -2069394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -2069394.250000 Penalty: 965.825500
	Iteration 69Q: 3 clusters Score -2069394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -2069398.875000 Penalty: 965.825500
	Iteration 70Q: 3 clusters Score -2069399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -2069403.000000 Penalty: 965.825500
	Iteration 71Q: 3 clusters Score -2069403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -2069408.250000 Penalty: 965.825500
	Iteration 72Q: 3 clusters Score -2069408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -2069409.250000 Penalty: 965.825500
	Iteration 73Q: 3 clusters Score -2069409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -2069413.000000 Penalty: 965.825500
	Iteration 74Q: 3 clusters Score -2069413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -2069415.750000 Penalty: 965.825500
	Iteration 75Q: 3 clusters Score -2069416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -2069414.875000 Penalty: 965.825500
	Iteration 76Q: 3 clusters Score -2069415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -2069415.625000 Penalty: 965.825500
	Iteration 77Q: 3 clusters Score -2069416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -2069415.500000 Penalty: 965.825500
	Iteration 78Q: 3 clusters Score -2069416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -2069413.500000 Penalty: 965.825500
	Iteration 79Q: 3 clusters Score -2069414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -2069415.625000 Penalty: 965.825500
	Iteration 80F: 3 clusters Score -2069416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -2069419.000000 Penalty: 965.825500
	Iteration 81Q: 3 clusters Score -2069419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -2069421.250000 Penalty: 965.825500
	Iteration 82Q: 3 clusters Score -2069421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -2069421.500000 Penalty: 965.825500
	Iteration 83Q: 3 clusters Score -2069422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -2069422.125000 Penalty: 965.825500
	Iteration 84Q: 3 clusters Score -2069422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -2069422.375000 Penalty: 965.825500
	Iteration 85Q: 3 clusters Score -2069422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -2069422.375000 Penalty: 965.825500
	Iteration 86F: 3 clusters Score -2069422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6680.969238 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6680.969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6459.764160 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6459.764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6527.122559 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6527.123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6535.722656 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6535.723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6538.288574 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6538.289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6538.288574 Penalty: 450.337158
	Iteration 4F: 3 clusters Score -6538.289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -81605.976562 Penalty: 335.431366
	Iteration 0F: 2 clusters Score -81605.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -80391.656250 Penalty: 670.862732
	Iteration 0F: 3 clusters Score -80391.66 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -80767.312500 Penalty: 670.862732
	Iteration 1F: 3 clusters Score -80767.31 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -80830.164062 Penalty: 670.862732
	Iteration 2F: 3 clusters Score -80830.16 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -80879.187500 Penalty: 670.862732
	Iteration 3F: 3 clusters Score -80879.19 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -80912.609375 Penalty: 670.862732
	Iteration 4Q: 3 clusters Score -80912.61 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -80945.140625 Penalty: 670.862732
	Iteration 5Q: 3 clusters Score -80945.14 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -80980.265625 Penalty: 670.862732
	Iteration 6Q: 3 clusters Score -80980.27 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -81020.085938 Penalty: 670.862732
	Iteration 7Q: 3 clusters Score -81020.09 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -81068.187500 Penalty: 670.862732
	Iteration 8Q: 3 clusters Score -81068.19 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -81108.320312 Penalty: 670.862732
	Iteration 9Q: 3 clusters Score -81108.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -81132.585938 Penalty: 670.862732
	Iteration 10Q: 3 clusters Score -81132.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -81164.148438 Penalty: 670.862732
	Iteration 11Q: 3 clusters Score -81164.15 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -81212.875000 Penalty: 670.862732
	Iteration 12Q: 3 clusters Score -81212.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -81273.828125 Penalty: 670.862732
	Iteration 13Q: 3 clusters Score -81273.83 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -81346.046875 Penalty: 670.862732
	Iteration 14Q: 3 clusters Score -81346.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -81393.546875 Penalty: 670.862732
	Iteration 15Q: 3 clusters Score -81393.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -81420.937500 Penalty: 670.862732
	Iteration 16Q: 3 clusters Score -81420.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -81436.773438 Penalty: 670.862732
	Iteration 17Q: 3 clusters Score -81436.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -81444.460938 Penalty: 670.862732
	Iteration 18Q: 3 clusters Score -81444.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -81449.664062 Penalty: 670.862732
	Iteration 19Q: 3 clusters Score -81449.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -81452.062500 Penalty: 670.862732
	Iteration 20F: 3 clusters Score -81452.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -81453.914062 Penalty: 670.862732
	Iteration 21Q: 3 clusters Score -81453.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -81456.851562 Penalty: 670.862732
	Iteration 22Q: 3 clusters Score -81456.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -81458.710938 Penalty: 670.862732
	Iteration 23Q: 3 clusters Score -81458.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -81459.828125 Penalty: 670.862732
	Iteration 24Q: 3 clusters Score -81459.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -81460.335938 Penalty: 670.862732
	Iteration 25Q: 3 clusters Score -81460.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -81460.335938 Penalty: 670.862732
	Iteration 26F: 3 clusters Score -81460.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -10061.297852 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -10061.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9769.627930 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -9769.628 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9840.302734 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -9840.303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9852.732422 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -9852.732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9856.768555 Penalty: 490.405548
	Iteration 3Q: 3 clusters Score -9856.769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9859.439453 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -9859.439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9860.778320 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -9860.778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9860.778320 Penalty: 490.405548
	Iteration 6F: 3 clusters Score -9860.778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -27059.279297 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -27059.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26561.257812 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -26561.26 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26687.873047 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -26687.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26708.962891 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -26708.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26719.951172 Penalty: 569.969238
	Iteration 3Q: 3 clusters Score -26719.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26733.365234 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -26733.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -26744.900391 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -26744.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -26751.857422 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -26751.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26758.705078 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -26758.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26766.605469 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -26766.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26771.552734 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -26771.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26774.611328 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -26774.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -26776.267578 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -26776.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26777.666016 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -26777.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26778.501953 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -26778.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26778.501953 Penalty: 569.969238
	Iteration 14F: 3 clusters Score -26778.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6121.864746 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6121.865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5921.052734 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -5921.053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5979.043457 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -5979.043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5992.829590 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -5992.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5994.341309 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -5994.341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5996.031738 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -5996.032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6000.433105 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6000.433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6008.303711 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6008.304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6008.303711 Penalty: 449.037140
	Iteration 7F: 3 clusters Score -6008.304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Entering Unmasked Estep 
Score: -310758.312500 Penalty: 398.364532
	Iteration 0F: 2 clusters Score -310758.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -306513.437500 Penalty: 796.729065
	Iteration 0F: 3 clusters Score -306513.4 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -308257.843750 Penalty: 796.729065
	Iteration 1F: 3 clusters Score -308257.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -308490.000000 Penalty: 796.729065
	Iteration 2F: 3 clusters Score -308490 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -308779.281250 Penalty: 796.729065
	Iteration 3F: 3 clusters Score -308779.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -309171.906250 Penalty: 796.729065
	Iteration 4F: 3 clusters Score -309171.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -309580.906250 Penalty: 796.729065
	Iteration 5F: 3 clusters Score -309580.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -309862.125000 Penalty: 796.729065
	Iteration 6F: 3 clusters Score -309862.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -310068.531250 Penalty: 796.729065
	Iteration 7Q: 3 clusters Score -310068.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -310212.156250 Penalty: 796.729065
	Iteration 8Q: 3 clusters Score -310212.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -310314.187500 Penalty: 796.729065
	Iteration 9Q: 3 clusters Score -310314.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -310358.312500 Penalty: 796.729065
	Iteration 10Q: 3 clusters Score -310358.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -310390.156250 Penalty: 796.729065
	Iteration 11Q: 3 clusters Score -310390.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -310407.312500 Penalty: 796.729065
	Iteration 12Q: 3 clusters Score -310407.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -310416.375000 Penalty: 796.729065
	Iteration 13Q: 3 clusters Score -310416.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -310421.500000 Penalty: 796.729065
	Iteration 14Q: 3 clusters Score -310421.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -310424.937500 Penalty: 796.729065
	Iteration 15Q: 3 clusters Score -310424.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -310428.500000 Penalty: 796.729065
	Iteration 16Q: 3 clusters Score -310428.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -310432.125000 Penalty: 796.729065
	Iteration 17Q: 3 clusters Score -310432.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -310434.062500 Penalty: 796.729065
	Iteration 18Q: 3 clusters Score -310434.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -310436.093750 Penalty: 796.729065
	Iteration 19Q: 3 clusters Score -310436.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -310436.968750 Penalty: 796.729065
	Iteration 20F: 3 clusters Score -310437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -310437.687500 Penalty: 796.729065
	Iteration 21Q: 3 clusters Score -310437.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -310439.156250 Penalty: 796.729065
	Iteration 22Q: 3 clusters Score -310439.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -310439.125000 Penalty: 796.729065
	Iteration 23Q: 3 clusters Score -310439.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -310439.375000 Penalty: 796.729065
	Iteration 24Q: 3 clusters Score -310439.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -310439.718750 Penalty: 796.729065
	Iteration 25Q: 3 clusters Score -310439.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -310439.593750 Penalty: 796.729065
	Iteration 26Q: 3 clusters Score -310439.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -310439.593750 Penalty: 796.729065
	Iteration 27Q: 3 clusters Score -310439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -310439.593750 Penalty: 796.729065
	Iteration 28F: 3 clusters Score -310439.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Entering Unmasked Estep 
Score: -1625848.625000 Penalty: 468.186066
	Iteration 0F: 2 clusters Score -1625849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1606129.500000 Penalty: 936.372131
	Iteration 0F: 3 clusters Score -1606130 nChanged 14046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1615528.125000 Penalty: 936.372131
	Iteration 1F: 3 clusters Score -1615528 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1616720.625000 Penalty: 936.372131
	Iteration 2F: 3 clusters Score -1616721 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1618387.875000 Penalty: 936.372131
	Iteration 3F: 3 clusters Score -1618388 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1620347.000000 Penalty: 936.372131
	Iteration 4F: 3 clusters Score -1620347 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1621979.000000 Penalty: 936.372131
	Iteration 5F: 3 clusters Score -1621979 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1622776.375000 Penalty: 936.372131
	Iteration 6Q: 3 clusters Score -1622776 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1623196.000000 Penalty: 936.372131
	Iteration 7Q: 3 clusters Score -1623196 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1623439.250000 Penalty: 936.372131
	Iteration 8Q: 3 clusters Score -1623439 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1623643.000000 Penalty: 936.372131
	Iteration 9Q: 3 clusters Score -1623643 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1623851.750000 Penalty: 936.372131
	Iteration 10Q: 3 clusters Score -1623852 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1624050.875000 Penalty: 936.372131
	Iteration 11Q: 3 clusters Score -1624051 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1624196.500000 Penalty: 936.372131
	Iteration 12Q: 3 clusters Score -1624196 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1624334.000000 Penalty: 936.372131
	Iteration 13Q: 3 clusters Score -1624334 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1624452.750000 Penalty: 936.372131
	Iteration 14Q: 3 clusters Score -1624453 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1624560.500000 Penalty: 936.372131
	Iteration 15Q: 3 clusters Score -1624560 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1624646.875000 Penalty: 936.372131
	Iteration 16Q: 3 clusters Score -1624647 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1624749.875000 Penalty: 936.372131
	Iteration 17Q: 3 clusters Score -1624750 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1624836.250000 Penalty: 936.372131
	Iteration 18Q: 3 clusters Score -1624836 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1624928.875000 Penalty: 936.372131
	Iteration 19Q: 3 clusters Score -1624929 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1625030.375000 Penalty: 936.372131
	Iteration 20F: 3 clusters Score -1625030 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1625128.750000 Penalty: 936.372131
	Iteration 21Q: 3 clusters Score -1625129 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1625192.250000 Penalty: 936.372131
	Iteration 22Q: 3 clusters Score -1625192 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1625251.250000 Penalty: 936.372131
	Iteration 23Q: 3 clusters Score -1625251 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1625295.000000 Penalty: 936.372131
	Iteration 24Q: 3 clusters Score -1625295 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1625332.500000 Penalty: 936.372131
	Iteration 25Q: 3 clusters Score -1625332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1625354.500000 Penalty: 936.372131
	Iteration 26Q: 3 clusters Score -1625354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1625375.500000 Penalty: 936.372131
	Iteration 27Q: 3 clusters Score -1625376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1625386.125000 Penalty: 936.372131
	Iteration 28Q: 3 clusters Score -1625386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1625388.125000 Penalty: 936.372131
	Iteration 29Q: 3 clusters Score -1625388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1625389.500000 Penalty: 936.372131
	Iteration 30Q: 3 clusters Score -1625390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1625389.000000 Penalty: 936.372131
	Iteration 31Q: 3 clusters Score -1625389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1625395.500000 Penalty: 936.372131
	Iteration 32Q: 3 clusters Score -1625396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1625398.875000 Penalty: 936.372131
	Iteration 33Q: 3 clusters Score -1625399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1625401.250000 Penalty: 936.372131
	Iteration 34Q: 3 clusters Score -1625401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1625402.500000 Penalty: 936.372131
	Iteration 35Q: 3 clusters Score -1625402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1625404.125000 Penalty: 936.372131
	Iteration 36Q: 3 clusters Score -1625404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1625405.875000 Penalty: 936.372131
	Iteration 37Q: 3 clusters Score -1625406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1625407.250000 Penalty: 936.372131
	Iteration 38Q: 3 clusters Score -1625407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1625406.125000 Penalty: 936.372131
	Iteration 39Q: 3 clusters Score -1625406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1625406.125000 Penalty: 936.372131
	Iteration 40F: 3 clusters Score -1625406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -14582.852539 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -14582.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14214.750977 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -14214.75 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14291.657227 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -14291.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14303.237305 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -14303.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14312.448242 Penalty: 519.347046
	Iteration 3Q: 3 clusters Score -14312.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14332.216797 Penalty: 519.347046
	Iteration 4Q: 3 clusters Score -14332.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14339.819336 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -14339.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14344.109375 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -14344.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14345.593750 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -14345.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14346.160156 Penalty: 519.347046
	Iteration 8Q: 3 clusters Score -14346.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14346.160156 Penalty: 519.347046
	Iteration 9F: 3 clusters Score -14346.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -28922.421875 Penalty: 289.986053
	Iteration 0F: 2 clusters Score -28922.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -28406.863281 Penalty: 579.972107
	Iteration 0F: 3 clusters Score -28406.86 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -28573.423828 Penalty: 579.972107
	Iteration 1F: 3 clusters Score -28573.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -28623.654297 Penalty: 579.972107
	Iteration 2F: 3 clusters Score -28623.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -28649.609375 Penalty: 579.972107
	Iteration 3Q: 3 clusters Score -28649.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -28664.224609 Penalty: 579.972107
	Iteration 4Q: 3 clusters Score -28664.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -28673.013672 Penalty: 579.972107
	Iteration 5Q: 3 clusters Score -28673.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -28681.054688 Penalty: 579.972107
	Iteration 6Q: 3 clusters Score -28681.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -28692.222656 Penalty: 579.972107
	Iteration 7Q: 3 clusters Score -28692.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28701.382812 Penalty: 579.972107
	Iteration 8Q: 3 clusters Score -28701.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -28703.998047 Penalty: 579.972107
	Iteration 9Q: 3 clusters Score -28704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -28703.998047 Penalty: 579.972107
	Iteration 10F: 3 clusters Score -28704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -21953.847656 Penalty: 280.046051
	Iteration 0F: 2 clusters Score -21953.85 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 241 members 
Entering Unmasked Estep 
Score: -21488.472656 Penalty: 560.092102
	Iteration 0F: 3 clusters Score -21488.47 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21595.880859 Penalty: 560.092102
	Iteration 1F: 3 clusters Score -21595.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21612.818359 Penalty: 560.092102
	Iteration 2F: 3 clusters Score -21612.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21621.152344 Penalty: 560.092102
	Iteration 3Q: 3 clusters Score -21621.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21626.064453 Penalty: 560.092102
	Iteration 4Q: 3 clusters Score -21626.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21632.173828 Penalty: 560.092102
	Iteration 5Q: 3 clusters Score -21632.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21637.912109 Penalty: 560.092102
	Iteration 6Q: 3 clusters Score -21637.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21643.585938 Penalty: 560.092102
	Iteration 7Q: 3 clusters Score -21643.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21645.798828 Penalty: 560.092102
	Iteration 8Q: 3 clusters Score -21645.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21650.164062 Penalty: 560.092102
	Iteration 9Q: 3 clusters Score -21650.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21651.169922 Penalty: 560.092102
	Iteration 10Q: 3 clusters Score -21651.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21651.894531 Penalty: 560.092102
	Iteration 11Q: 3 clusters Score -21651.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21654.017578 Penalty: 560.092102
	Iteration 12Q: 3 clusters Score -21654.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21654.574219 Penalty: 560.092102
	Iteration 13Q: 3 clusters Score -21654.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21655.033203 Penalty: 560.092102
	Iteration 14Q: 3 clusters Score -21655.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21655.333984 Penalty: 560.092102
	Iteration 15Q: 3 clusters Score -21655.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21657.525391 Penalty: 560.092102
	Iteration 16Q: 3 clusters Score -21657.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21659.783203 Penalty: 560.092102
	Iteration 17Q: 3 clusters Score -21659.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21660.548828 Penalty: 560.092102
	Iteration 18Q: 3 clusters Score -21660.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21660.994141 Penalty: 560.092102
	Iteration 19Q: 3 clusters Score -21660.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21660.994141 Penalty: 560.092102
	Iteration 20F: 3 clusters Score -21660.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -30774.628906 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -30774.63 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 356 members 
Entering Unmasked Estep 
Score: -30167.603516 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -30167.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -30373.341797 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -30373.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -30443.324219 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -30443.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -30467.068359 Penalty: 592.162231
	Iteration 3Q: 3 clusters Score -30467.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -30483.333984 Penalty: 592.162231
	Iteration 4Q: 3 clusters Score -30483.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -30493.984375 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -30493.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -30501.955078 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -30501.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -30508.251953 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -30508.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -30521.197266 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -30521.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -30533.171875 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -30533.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -30544.476562 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -30544.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -30547.955078 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -30547.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -30550.175781 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -30550.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -30554.179688 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -30554.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -30558.753906 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -30558.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -30563.220703 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -30563.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -30564.644531 Penalty: 592.162231
	Iteration 16Q: 3 clusters Score -30564.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -30565.357422 Penalty: 592.162231
	Iteration 17Q: 3 clusters Score -30565.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -30565.357422 Penalty: 592.162231
	Iteration 18F: 3 clusters Score -30565.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (74399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Entering Unmasked Estep 
Score: -4068377.750000 Penalty: 510.382477
	Iteration 0F: 2 clusters Score -4068378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -4017986.250000 Penalty: 1020.764954
	Iteration 0F: 3 clusters Score -4017986 nChanged 36407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -4040810.250000 Penalty: 1020.764954
	Iteration 1F: 3 clusters Score -4040810 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -4042372.000000 Penalty: 1020.764954
	Iteration 2F: 3 clusters Score -4042372 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -4044936.750000 Penalty: 1020.764954
	Iteration 3F: 3 clusters Score -4044937 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 54223 members 
Entering Unmasked Estep 
Score: -4048878.500000 Penalty: 1020.764954
	Iteration 4F: 3 clusters Score -4048878 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -4054182.250000 Penalty: 1020.764954
	Iteration 5F: 3 clusters Score -4054182 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -4059624.750000 Penalty: 1020.764954
	Iteration 6F: 3 clusters Score -4059625 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -4063696.750000 Penalty: 1020.764954
	Iteration 7F: 3 clusters Score -4063697 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 71883 members 
Entering Unmasked Estep 
Score: -4065967.250000 Penalty: 1020.764954
	Iteration 8Q: 3 clusters Score -4065967 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 73101 members 
Entering Unmasked Estep 
Score: -4067028.500000 Penalty: 1020.764954
	Iteration 9Q: 3 clusters Score -4067028 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
Score: -4067539.500000 Penalty: 1020.764954
	Iteration 10Q: 3 clusters Score -4067540 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -4067741.250000 Penalty: 1020.764954
	Iteration 11Q: 3 clusters Score -4067741 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -4067839.000000 Penalty: 1020.764954
	Iteration 12Q: 3 clusters Score -4067839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 74134 members 
Entering Unmasked Estep 
Score: -4067901.000000 Penalty: 1020.764954
	Iteration 13Q: 3 clusters Score -4067901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -4067938.250000 Penalty: 1020.764954
	Iteration 14Q: 3 clusters Score -4067938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -4067960.750000 Penalty: 1020.764954
	Iteration 15Q: 3 clusters Score -4067961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -4067978.000000 Penalty: 1020.764954
	Iteration 16Q: 3 clusters Score -4067978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
Score: -4067984.250000 Penalty: 1020.764954
	Iteration 17Q: 3 clusters Score -4067984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 74227 members 
Entering Unmasked Estep 
Score: -4067989.500000 Penalty: 1020.764954
	Iteration 18Q: 3 clusters Score -4067990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -4067995.500000 Penalty: 1020.764954
	Iteration 19Q: 3 clusters Score -4067996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -4067994.750000 Penalty: 1020.764954
	Iteration 20F: 3 clusters Score -4067995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 74241 members 
Entering Unmasked Estep 
Score: -4067999.000000 Penalty: 1020.764954
	Iteration 21Q: 3 clusters Score -4067999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 74246 members 
Entering Unmasked Estep 
Score: -4068003.500000 Penalty: 1020.764954
	Iteration 22Q: 3 clusters Score -4068004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -4068003.000000 Penalty: 1020.764954
	Iteration 23Q: 3 clusters Score -4068003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 74248 members 
Entering Unmasked Estep 
Score: -4068003.250000 Penalty: 1020.764954
	Iteration 24Q: 3 clusters Score -4068003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 74248 members 
Entering Unmasked Estep 
Score: -4068003.250000 Penalty: 1020.764954
	Iteration 25F: 3 clusters Score -4068003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -4130.522461 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -4130.522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3936.767822 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -3936.768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3970.583008 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -3970.583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3974.999756 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -3975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3975.802979 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -3975.803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3976.431396 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -3976.431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3978.281494 Penalty: 424.372986
	Iteration 5Q: 3 clusters Score -3978.281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3978.281494 Penalty: 424.372986
	Iteration 6F: 3 clusters Score -3978.281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -18278.294922 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -18278.29 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 169 members 
Entering Unmasked Estep 
Score: -17884.251953 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -17884.25 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17974.464844 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -17974.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17991.443359 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -17991.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18001.388672 Penalty: 531.233459
	Iteration 3Q: 3 clusters Score -18001.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18008.023438 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -18008.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18012.917969 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -18012.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18013.945312 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -18013.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18013.945312 Penalty: 531.233459
	Iteration 7F: 3 clusters Score -18013.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -18801.904297 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -18801.9 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 177 members 
Entering Unmasked Estep 
Score: -18389.414062 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -18389.41 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18473.210938 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -18473.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18487.306641 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -18487.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18495.996094 Penalty: 544.538208
	Iteration 3Q: 3 clusters Score -18496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18503.054688 Penalty: 544.538208
	Iteration 4Q: 3 clusters Score -18503.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18509.767578 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -18509.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18519.255859 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -18519.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18530.439453 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -18530.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18538.246094 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -18538.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18542.941406 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -18542.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18548.048828 Penalty: 544.538208
	Iteration 10Q: 3 clusters Score -18548.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -18554.960938 Penalty: 544.538208
	Iteration 11Q: 3 clusters Score -18554.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -18560.060547 Penalty: 544.538208
	Iteration 12Q: 3 clusters Score -18560.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -18560.511719 Penalty: 544.538208
	Iteration 13Q: 3 clusters Score -18560.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -18562.292969 Penalty: 544.538208
	Iteration 14Q: 3 clusters Score -18562.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -18564.136719 Penalty: 544.538208
	Iteration 15Q: 3 clusters Score -18564.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -18566.830078 Penalty: 544.538208
	Iteration 16Q: 3 clusters Score -18566.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -18570.673828 Penalty: 544.538208
	Iteration 17Q: 3 clusters Score -18570.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -18575.021484 Penalty: 544.538208
	Iteration 18Q: 3 clusters Score -18575.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -18580.007812 Penalty: 544.538208
	Iteration 19Q: 3 clusters Score -18580.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -18582.919922 Penalty: 544.538208
	Iteration 20F: 3 clusters Score -18582.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -18589.892578 Penalty: 544.538208
	Iteration 21Q: 3 clusters Score -18589.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -18593.417969 Penalty: 544.538208
	Iteration 22Q: 3 clusters Score -18593.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -18599.119141 Penalty: 544.538208
	Iteration 23Q: 3 clusters Score -18599.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -18600.921875 Penalty: 544.538208
	Iteration 24Q: 3 clusters Score -18600.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -18600.921875 Penalty: 544.538208
	Iteration 25F: 3 clusters Score -18600.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -13462.807617 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -13462.81 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 133 members 
Entering Unmasked Estep 
Score: -13116.979492 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -13116.98 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13177.647461 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -13177.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13206.269531 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -13206.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13217.133789 Penalty: 508.098145
	Iteration 3Q: 3 clusters Score -13217.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13225.629883 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -13225.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13228.784180 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -13228.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13228.784180 Penalty: 508.098145
	Iteration 6F: 3 clusters Score -13228.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Entering Unmasked Estep 
Score: -543628.562500 Penalty: 417.815765
	Iteration 0F: 2 clusters Score -543628.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -537112.937500 Penalty: 835.631531
	Iteration 0F: 3 clusters Score -537112.9 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -539691.625000 Penalty: 835.631531
	Iteration 1F: 3 clusters Score -539691.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -539874.250000 Penalty: 835.631531
	Iteration 2Q: 3 clusters Score -539874.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -540077.937500 Penalty: 835.631531
	Iteration 3Q: 3 clusters Score -540077.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -540315.125000 Penalty: 835.631531
	Iteration 4Q: 3 clusters Score -540315.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -540598.187500 Penalty: 835.631531
	Iteration 5F: 3 clusters Score -540598.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -540932.625000 Penalty: 835.631531
	Iteration 6F: 3 clusters Score -540932.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -541265.000000 Penalty: 835.631531
	Iteration 7F: 3 clusters Score -541265 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -541506.187500 Penalty: 835.631531
	Iteration 8Q: 3 clusters Score -541506.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -541652.062500 Penalty: 835.631531
	Iteration 9Q: 3 clusters Score -541652.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -541744.187500 Penalty: 835.631531
	Iteration 10Q: 3 clusters Score -541744.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -541791.437500 Penalty: 835.631531
	Iteration 11Q: 3 clusters Score -541791.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -541827.437500 Penalty: 835.631531
	Iteration 12Q: 3 clusters Score -541827.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -541857.500000 Penalty: 835.631531
	Iteration 13Q: 3 clusters Score -541857.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -541889.125000 Penalty: 835.631531
	Iteration 14Q: 3 clusters Score -541889.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -541929.375000 Penalty: 835.631531
	Iteration 15Q: 3 clusters Score -541929.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -541978.812500 Penalty: 835.631531
	Iteration 16Q: 3 clusters Score -541978.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -542028.812500 Penalty: 835.631531
	Iteration 17Q: 3 clusters Score -542028.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -542074.625000 Penalty: 835.631531
	Iteration 18Q: 3 clusters Score -542074.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -542124.812500 Penalty: 835.631531
	Iteration 19Q: 3 clusters Score -542124.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -542185.687500 Penalty: 835.631531
	Iteration 20F: 3 clusters Score -542185.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -542248.000000 Penalty: 835.631531
	Iteration 21Q: 3 clusters Score -542248 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -542328.875000 Penalty: 835.631531
	Iteration 22Q: 3 clusters Score -542328.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -542406.687500 Penalty: 835.631531
	Iteration 23Q: 3 clusters Score -542406.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -542492.812500 Penalty: 835.631531
	Iteration 24Q: 3 clusters Score -542492.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -542573.000000 Penalty: 835.631531
	Iteration 25Q: 3 clusters Score -542573 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -542659.750000 Penalty: 835.631531
	Iteration 26Q: 3 clusters Score -542659.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -542764.062500 Penalty: 835.631531
	Iteration 27Q: 3 clusters Score -542764.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -542856.000000 Penalty: 835.631531
	Iteration 28Q: 3 clusters Score -542856 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -542922.625000 Penalty: 835.631531
	Iteration 29Q: 3 clusters Score -542922.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -542958.687500 Penalty: 835.631531
	Iteration 30Q: 3 clusters Score -542958.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -542998.562500 Penalty: 835.631531
	Iteration 31Q: 3 clusters Score -542998.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -543034.437500 Penalty: 835.631531
	Iteration 32Q: 3 clusters Score -543034.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -543067.125000 Penalty: 835.631531
	Iteration 33Q: 3 clusters Score -543067.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -543099.125000 Penalty: 835.631531
	Iteration 34Q: 3 clusters Score -543099.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -543121.187500 Penalty: 835.631531
	Iteration 35Q: 3 clusters Score -543121.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -543134.000000 Penalty: 835.631531
	Iteration 36Q: 3 clusters Score -543134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -543146.000000 Penalty: 835.631531
	Iteration 37Q: 3 clusters Score -543146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -543156.437500 Penalty: 835.631531
	Iteration 38Q: 3 clusters Score -543156.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -543167.687500 Penalty: 835.631531
	Iteration 39Q: 3 clusters Score -543167.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -543176.500000 Penalty: 835.631531
	Iteration 40F: 3 clusters Score -543176.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -543182.125000 Penalty: 835.631531
	Iteration 41Q: 3 clusters Score -543182.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -543183.187500 Penalty: 835.631531
	Iteration 42Q: 3 clusters Score -543183.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -543190.312500 Penalty: 835.631531
	Iteration 43Q: 3 clusters Score -543190.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -543195.812500 Penalty: 835.631531
	Iteration 44Q: 3 clusters Score -543195.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -543202.750000 Penalty: 835.631531
	Iteration 45Q: 3 clusters Score -543202.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -543209.062500 Penalty: 835.631531
	Iteration 46Q: 3 clusters Score -543209.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -543212.125000 Penalty: 835.631531
	Iteration 47Q: 3 clusters Score -543212.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -543213.312500 Penalty: 835.631531
	Iteration 48Q: 3 clusters Score -543213.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -543214.937500 Penalty: 835.631531
	Iteration 49Q: 3 clusters Score -543214.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -543216.125000 Penalty: 835.631531
	Iteration 50Q: 3 clusters Score -543216.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -543217.000000 Penalty: 835.631531
	Iteration 51Q: 3 clusters Score -543217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -543217.375000 Penalty: 835.631531
	Iteration 52Q: 3 clusters Score -543217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -543218.562500 Penalty: 835.631531
	Iteration 53Q: 3 clusters Score -543218.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -543220.000000 Penalty: 835.631531
	Iteration 54Q: 3 clusters Score -543220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -543220.187500 Penalty: 835.631531
	Iteration 55Q: 3 clusters Score -543220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -543220.812500 Penalty: 835.631531
	Iteration 56Q: 3 clusters Score -543220.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -543222.562500 Penalty: 835.631531
	Iteration 57Q: 3 clusters Score -543222.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -543221.750000 Penalty: 835.631531
	Iteration 58Q: 3 clusters Score -543221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -543223.625000 Penalty: 835.631531
	Iteration 59Q: 3 clusters Score -543223.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -543223.625000 Penalty: 835.631531
	Iteration 60F: 3 clusters Score -543223.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -543224.187500 Penalty: 835.631531
	Iteration 61Q: 3 clusters Score -543224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -543224.187500 Penalty: 835.631531
	Iteration 62F: 3 clusters Score -543224.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -108253.687500 Penalty: 344.805634
	Iteration 0F: 2 clusters Score -108253.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -106857.992188 Penalty: 689.611267
	Iteration 0F: 3 clusters Score -106858 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -107528.898438 Penalty: 689.611267
	Iteration 1F: 3 clusters Score -107528.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -107708.429688 Penalty: 689.611267
	Iteration 2F: 3 clusters Score -107708.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -107841.773438 Penalty: 689.611267
	Iteration 3F: 3 clusters Score -107841.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -107929.507812 Penalty: 689.611267
	Iteration 4F: 3 clusters Score -107929.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -107999.882812 Penalty: 689.611267
	Iteration 5Q: 3 clusters Score -107999.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -108059.101562 Penalty: 689.611267
	Iteration 6Q: 3 clusters Score -108059.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -108088.156250 Penalty: 689.611267
	Iteration 7Q: 3 clusters Score -108088.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -108106.789062 Penalty: 689.611267
	Iteration 8Q: 3 clusters Score -108106.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -108113.515625 Penalty: 689.611267
	Iteration 9Q: 3 clusters Score -108113.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -108118.023438 Penalty: 689.611267
	Iteration 10Q: 3 clusters Score -108118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -108121.140625 Penalty: 689.611267
	Iteration 11Q: 3 clusters Score -108121.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -108123.070312 Penalty: 689.611267
	Iteration 12Q: 3 clusters Score -108123.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -108124.820312 Penalty: 689.611267
	Iteration 13Q: 3 clusters Score -108124.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -108124.937500 Penalty: 689.611267
	Iteration 14Q: 3 clusters Score -108124.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -108124.937500 Penalty: 689.611267
	Iteration 15F: 3 clusters Score -108124.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -31637.152344 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -31637.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -31020.591797 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -31020.59 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -31196.066406 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -31196.07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31240.943359 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -31240.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31269.212891 Penalty: 594.970703
	Iteration 3Q: 3 clusters Score -31269.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31294.093750 Penalty: 594.970703
	Iteration 4Q: 3 clusters Score -31294.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31311.429688 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -31311.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -31323.296875 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -31323.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31332.253906 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -31332.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31343.470703 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -31343.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31354.787109 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -31354.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31364.212891 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -31364.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31383.412109 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -31383.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31398.015625 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -31398.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31403.136719 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -31403.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -31405.488281 Penalty: 594.970703
	Iteration 14Q: 3 clusters Score -31405.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31410.212891 Penalty: 594.970703
	Iteration 15Q: 3 clusters Score -31410.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -31413.421875 Penalty: 594.970703
	Iteration 16Q: 3 clusters Score -31413.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31416.646484 Penalty: 594.970703
	Iteration 17Q: 3 clusters Score -31416.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31419.482422 Penalty: 594.970703
	Iteration 18Q: 3 clusters Score -31419.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31421.964844 Penalty: 594.970703
	Iteration 19Q: 3 clusters Score -31421.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31422.402344 Penalty: 594.970703
	Iteration 20F: 3 clusters Score -31422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31422.781250 Penalty: 594.970703
	Iteration 21Q: 3 clusters Score -31422.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31422.898438 Penalty: 594.970703
	Iteration 22Q: 3 clusters Score -31422.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31422.898438 Penalty: 594.970703
	Iteration 23F: 3 clusters Score -31422.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -15785.606445 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -15785.61 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 173 members 
Entering Unmasked Estep 
Score: -15401.028320 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -15401.03 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15549.171875 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -15549.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15588.680664 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -15588.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15617.052734 Penalty: 534.618713
	Iteration 3Q: 3 clusters Score -15617.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15633.327148 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -15633.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15644.805664 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -15644.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15650.122070 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -15650.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15653.054688 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -15653.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15653.054688 Penalty: 534.618713
	Iteration 8F: 3 clusters Score -15653.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -3312.730957 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -3312.731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3149.766357 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3149.766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3176.384521 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3176.385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3178.216797 Penalty: 392.891418
	Iteration 2Q: 3 clusters Score -3178.217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3178.216797 Penalty: 392.891418
	Iteration 3F: 3 clusters Score -3178.217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (298873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298873 members 
Entering Unmasked Estep 
Score: -15885501.000000 Penalty: 573.653687
	Iteration 0F: 2 clusters Score -1.58855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149642 members 
Mstep: Class 2 contains 149231 members 
Entering Unmasked Estep 
Score: -15702104.000000 Penalty: 1147.307373
	Iteration 0F: 3 clusters Score -1.57021e+07 nChanged 147286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160304 members 
Mstep: Class 2 contains 138569 members 
Entering Unmasked Estep 
Score: -15795373.000000 Penalty: 1147.307373
	Iteration 1F: 3 clusters Score -1.579537e+07 nChanged 12266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167144 members 
Mstep: Class 2 contains 131729 members 
Entering Unmasked Estep 
Score: -15799814.000000 Penalty: 1147.307373
	Iteration 2Q: 3 clusters Score -1.579981e+07 nChanged 15269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177121 members 
Mstep: Class 2 contains 121752 members 
Entering Unmasked Estep 
Score: -15807561.000000 Penalty: 1147.307373
	Iteration 3F: 3 clusters Score -1.580756e+07 nChanged 18248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189889 members 
Mstep: Class 2 contains 108984 members 
Entering Unmasked Estep 
Score: -15820233.000000 Penalty: 1147.307373
	Iteration 4F: 3 clusters Score -1.582023e+07 nChanged 20063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203916 members 
Mstep: Class 2 contains 94957 members 
Entering Unmasked Estep 
Score: -15837112.000000 Penalty: 1147.307373
	Iteration 5F: 3 clusters Score -1.583711e+07 nChanged 18808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215626 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -15851693.000000 Penalty: 1147.307373
	Iteration 6F: 3 clusters Score -1.585169e+07 nChanged 14354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223764 members 
Mstep: Class 2 contains 75109 members 
Entering Unmasked Estep 
Score: -15858955.000000 Penalty: 1147.307373
	Iteration 7Q: 3 clusters Score -1.585896e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229896 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -15862051.000000 Penalty: 1147.307373
	Iteration 8Q: 3 clusters Score -1.586205e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235203 members 
Mstep: Class 2 contains 63670 members 
Entering Unmasked Estep 
Score: -15864091.000000 Penalty: 1147.307373
	Iteration 9Q: 3 clusters Score -1.586409e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240270 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -15865600.000000 Penalty: 1147.307373
	Iteration 10Q: 3 clusters Score -1.58656e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245122 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -15867463.000000 Penalty: 1147.307373
	Iteration 11Q: 3 clusters Score -1.586746e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249857 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -15869132.000000 Penalty: 1147.307373
	Iteration 12Q: 3 clusters Score -1.586913e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254462 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -15870780.000000 Penalty: 1147.307373
	Iteration 13Q: 3 clusters Score -1.587078e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258984 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -15872404.000000 Penalty: 1147.307373
	Iteration 14Q: 3 clusters Score -1.58724e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263247 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -15873833.000000 Penalty: 1147.307373
	Iteration 15Q: 3 clusters Score -1.587383e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267340 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -15876806.000000 Penalty: 1147.307373
	Iteration 16Q: 3 clusters Score -1.587681e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271632 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -15880208.000000 Penalty: 1147.307373
	Iteration 17Q: 3 clusters Score -1.588021e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276256 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -15883074.000000 Penalty: 1147.307373
	Iteration 18Q: 3 clusters Score -1.588307e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280911 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -15884744.000000 Penalty: 1147.307373
	Iteration 19Q: 3 clusters Score -1.588474e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285277 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -15885640.000000 Penalty: 1147.307373
	Iteration 20F: 3 clusters Score -1.588564e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289156 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -15885817.000000 Penalty: 1147.307373
	Iteration 21Q: 3 clusters Score -1.588582e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292326 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -15885853.000000 Penalty: 1147.307373
	Iteration 22Q: 3 clusters Score -1.588585e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294643 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -15885951.000000 Penalty: 1147.307373
	Iteration 23Q: 3 clusters Score -1.588595e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296279 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -15885722.000000 Penalty: 1147.307373
	Iteration 24Q: 3 clusters Score -1.588572e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297300 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -15885410.000000 Penalty: 1147.307373
	Iteration 25Q: 3 clusters Score -1.588541e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297938 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -15885269.000000 Penalty: 1147.307373
	Iteration 26Q: 3 clusters Score -1.588527e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298239 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -15885188.000000 Penalty: 1147.307373
	Iteration 27Q: 3 clusters Score -1.588519e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298423 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -15885175.000000 Penalty: 1147.307373
	Iteration 28Q: 3 clusters Score -1.588518e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298509 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -15885200.000000 Penalty: 1147.307373
	Iteration 29Q: 3 clusters Score -1.58852e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298561 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -15885225.000000 Penalty: 1147.307373
	Iteration 30Q: 3 clusters Score -1.588522e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298594 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -15885230.000000 Penalty: 1147.307373
	Iteration 31Q: 3 clusters Score -1.588523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298616 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -15885244.000000 Penalty: 1147.307373
	Iteration 32Q: 3 clusters Score -1.588524e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298626 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15885244.000000 Penalty: 1147.307373
	Iteration 33Q: 3 clusters Score -1.588524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298632 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15885249.000000 Penalty: 1147.307373
	Iteration 34Q: 3 clusters Score -1.588525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298638 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15885240.000000 Penalty: 1147.307373
	Iteration 35Q: 3 clusters Score -1.588524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298642 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -15885258.000000 Penalty: 1147.307373
	Iteration 36Q: 3 clusters Score -1.588526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298645 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15885261.000000 Penalty: 1147.307373
	Iteration 37Q: 3 clusters Score -1.588526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298650 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15885263.000000 Penalty: 1147.307373
	Iteration 38Q: 3 clusters Score -1.588526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298652 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15885261.000000 Penalty: 1147.307373
	Iteration 39Q: 3 clusters Score -1.588526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298652 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15885262.000000 Penalty: 1147.307373
	Iteration 40F: 3 clusters Score -1.588526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298652 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15885265.000000 Penalty: 1147.307373
	Iteration 41Q: 3 clusters Score -1.588526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298653 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15885262.000000 Penalty: 1147.307373
	Iteration 42Q: 3 clusters Score -1.588526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298655 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15885261.000000 Penalty: 1147.307373
	Iteration 43Q: 3 clusters Score -1.588526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298656 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15885250.000000 Penalty: 1147.307373
	Iteration 44Q: 3 clusters Score -1.588525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298656 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15885250.000000 Penalty: 1147.307373
	Iteration 45F: 3 clusters Score -1.588525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -12962.047852 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -12962.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12621.433594 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -12621.43 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12704.683594 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -12704.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12730.154297 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -12730.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12737.034180 Penalty: 508.439636
	Iteration 3Q: 3 clusters Score -12737.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12740.041016 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -12740.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12744.199219 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -12744.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12759.916016 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -12759.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12768.413086 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -12768.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12774.931641 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -12774.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12782.283203 Penalty: 508.439636
	Iteration 9Q: 3 clusters Score -12782.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12785.239258 Penalty: 508.439636
	Iteration 10Q: 3 clusters Score -12785.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12791.455078 Penalty: 508.439636
	Iteration 11Q: 3 clusters Score -12791.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12792.783203 Penalty: 508.439636
	Iteration 12Q: 3 clusters Score -12792.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12792.783203 Penalty: 508.439636
	Iteration 13F: 3 clusters Score -12792.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6282.841797 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6282.842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6043.354004 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6043.354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6073.050293 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6073.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6086.979980 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -6086.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6092.809082 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -6092.809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6097.100586 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -6097.101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6103.261230 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -6103.261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6113.340820 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -6113.341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6115.897461 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -6115.897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6115.897461 Penalty: 448.380096
	Iteration 8F: 3 clusters Score -6115.897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -14179.233398 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -14179.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13824.050781 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -13824.05 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13906.939453 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -13906.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13921.402344 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -13921.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13930.875977 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -13930.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13935.273438 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -13935.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13938.918945 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -13938.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13943.242188 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -13943.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13948.687500 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -13948.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13950.242188 Penalty: 522.613281
	Iteration 8Q: 3 clusters Score -13950.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13950.552734 Penalty: 522.613281
	Iteration 9Q: 3 clusters Score -13950.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13950.552734 Penalty: 522.613281
	Iteration 10F: 3 clusters Score -13950.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8292.327148 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -8292.327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8050.140137 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -8050.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8130.830078 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -8130.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8171.073242 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -8171.073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8179.778809 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -8179.779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8186.535156 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -8186.535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8204.891602 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -8204.892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8234.047852 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -8234.048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8246.369141 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -8246.369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8255.631836 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -8255.632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8257.787109 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -8257.787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8257.969727 Penalty: 485.277405
	Iteration 10F: 3 clusters Score -8257.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8279.994141 Penalty: 485.277405
	Iteration 11Q: 3 clusters Score -8279.994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8283.212891 Penalty: 485.277405
	Iteration 12Q: 3 clusters Score -8283.213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8284.652344 Penalty: 485.277405
	Iteration 13Q: 3 clusters Score -8284.652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8284.652344 Penalty: 485.277405
	Iteration 14F: 3 clusters Score -8284.652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -17475.082031 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -17475.08 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 204 members 
Entering Unmasked Estep 
Score: -17073.496094 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -17073.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17184.789062 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -17184.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17211.996094 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -17212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17223.230469 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -17223.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17229.757812 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -17229.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17233.490234 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -17233.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17237.355469 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -17237.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17242.955078 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -17242.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17250.103516 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -17250.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17251.984375 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -17251.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17252.474609 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -17252.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17255.759766 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -17255.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17258.298828 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -17258.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17260.787109 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -17260.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17262.810547 Penalty: 542.919373
	Iteration 14Q: 3 clusters Score -17262.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17265.480469 Penalty: 542.919373
	Iteration 15Q: 3 clusters Score -17265.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -17271.376953 Penalty: 542.919373
	Iteration 16Q: 3 clusters Score -17271.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17276.576172 Penalty: 542.919373
	Iteration 17Q: 3 clusters Score -17276.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17280.791016 Penalty: 542.919373
	Iteration 18Q: 3 clusters Score -17280.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17283.431641 Penalty: 542.919373
	Iteration 19Q: 3 clusters Score -17283.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -17284.933594 Penalty: 542.919373
	Iteration 20F: 3 clusters Score -17284.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17287.003906 Penalty: 542.919373
	Iteration 21Q: 3 clusters Score -17287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -17287.392578 Penalty: 542.919373
	Iteration 22Q: 3 clusters Score -17287.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -17287.392578 Penalty: 542.919373
	Iteration 23F: 3 clusters Score -17287.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4606 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2631 members 
Mstep: Class 6 contains 6975 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 22740 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 7674 members 
Mstep: Class 16 contains 40679 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6344 members 
Mstep: Class 23 contains 29431 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74399 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9728 members 
Mstep: Class 34 contains 1955 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298873 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457064.000000 Penalty: 25806.189453
Iteration 239Q: 44 clusters Score -2.745706e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4609 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2625 members 
Mstep: Class 6 contains 6970 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 22628 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 10029 members 
Mstep: Class 15 contains 7699 members 
Mstep: Class 16 contains 40714 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6337 members 
Mstep: Class 23 contains 29460 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74443 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9739 members 
Mstep: Class 34 contains 1955 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298880 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457108.000000 Penalty: 25806.189453
Iteration 240F: 44 clusters Score -2.745711e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4615 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2620 members 
Mstep: Class 6 contains 6957 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 22512 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 9999 members 
Mstep: Class 15 contains 7727 members 
Mstep: Class 16 contains 40753 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6334 members 
Mstep: Class 23 contains 29479 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74480 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9740 members 
Mstep: Class 34 contains 1955 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298919 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457114.000000 Penalty: 25806.189453
Iteration 241Q: 44 clusters Score -2.745711e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 6936 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 22398 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 9982 members 
Mstep: Class 15 contains 7754 members 
Mstep: Class 16 contains 40786 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6334 members 
Mstep: Class 23 contains 29499 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74519 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9749 members 
Mstep: Class 34 contains 1955 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298943 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457156.000000 Penalty: 25806.189453
Iteration 242Q: 44 clusters Score -2.745716e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4620 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2616 members 
Mstep: Class 6 contains 6917 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 22295 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 9966 members 
Mstep: Class 15 contains 7787 members 
Mstep: Class 16 contains 40811 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 220 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6336 members 
Mstep: Class 23 contains 29506 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74545 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9758 members 
Mstep: Class 34 contains 1957 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298975 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457116.000000 Penalty: 25806.189453
Iteration 243Q: 44 clusters Score -2.745712e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2610 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 22178 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 9955 members 
Mstep: Class 15 contains 7821 members 
Mstep: Class 16 contains 40839 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 220 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6337 members 
Mstep: Class 23 contains 29511 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74586 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9769 members 
Mstep: Class 34 contains 1959 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 298998 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457088.000000 Penalty: 25806.189453
Iteration 244Q: 44 clusters Score -2.745709e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4623 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 6890 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 22054 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 7861 members 
Mstep: Class 16 contains 40861 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 220 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6337 members 
Mstep: Class 23 contains 29509 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74622 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9775 members 
Mstep: Class 34 contains 1959 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299046 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457110.000000 Penalty: 25806.189453
Iteration 245Q: 44 clusters Score -2.745711e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 21935 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 9936 members 
Mstep: Class 15 contains 7895 members 
Mstep: Class 16 contains 40876 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 220 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6335 members 
Mstep: Class 23 contains 29514 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74653 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9780 members 
Mstep: Class 34 contains 1959 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299102 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457128.000000 Penalty: 25806.189453
Iteration 246Q: 44 clusters Score -2.745713e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2599 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 21811 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 7920 members 
Mstep: Class 16 contains 40888 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6331 members 
Mstep: Class 23 contains 29517 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74686 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9784 members 
Mstep: Class 34 contains 1959 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299175 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457064.000000 Penalty: 25806.189453
Iteration 247Q: 44 clusters Score -2.745706e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2594 members 
Mstep: Class 6 contains 6854 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 21685 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 9915 members 
Mstep: Class 15 contains 7944 members 
Mstep: Class 16 contains 40905 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6326 members 
Mstep: Class 23 contains 29524 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74713 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9790 members 
Mstep: Class 34 contains 1959 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299251 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457018.000000 Penalty: 25806.189453
Iteration 248Q: 44 clusters Score -2.745702e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 6843 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 21558 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 9899 members 
Mstep: Class 15 contains 7972 members 
Mstep: Class 16 contains 40922 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6320 members 
Mstep: Class 23 contains 29534 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74741 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9793 members 
Mstep: Class 34 contains 1959 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299327 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457090.000000 Penalty: 25806.189453
Iteration 249Q: 44 clusters Score -2.745709e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 6835 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 21442 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 9880 members 
Mstep: Class 15 contains 8003 members 
Mstep: Class 16 contains 40947 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6310 members 
Mstep: Class 23 contains 29543 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74767 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9798 members 
Mstep: Class 34 contains 1960 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299391 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457066.000000 Penalty: 25806.189453
Iteration 250Q: 44 clusters Score -2.745707e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4636 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 6828 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 21321 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 9859 members 
Mstep: Class 15 contains 8037 members 
Mstep: Class 16 contains 40981 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6301 members 
Mstep: Class 23 contains 29549 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74797 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9802 members 
Mstep: Class 34 contains 1961 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299445 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457084.000000 Penalty: 25806.189453
Iteration 251Q: 44 clusters Score -2.745708e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 6806 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 21215 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 9841 members 
Mstep: Class 15 contains 8070 members 
Mstep: Class 16 contains 41022 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6293 members 
Mstep: Class 23 contains 29559 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74816 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9812 members 
Mstep: Class 34 contains 1961 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299487 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457020.000000 Penalty: 25806.189453
Iteration 252Q: 44 clusters Score -2.745702e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2563 members 
Mstep: Class 6 contains 6791 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 21114 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 9818 members 
Mstep: Class 15 contains 8106 members 
Mstep: Class 16 contains 41049 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 29569 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74843 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9825 members 
Mstep: Class 34 contains 1960 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299529 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456948.000000 Penalty: 25806.189453
Iteration 253Q: 44 clusters Score -2.745695e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 20998 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 9806 members 
Mstep: Class 15 contains 8142 members 
Mstep: Class 16 contains 41066 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6273 members 
Mstep: Class 23 contains 29589 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74868 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9826 members 
Mstep: Class 34 contains 1960 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299585 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456864.000000 Penalty: 25806.189453
Iteration 254Q: 44 clusters Score -2.745686e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 6767 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 20889 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 8175 members 
Mstep: Class 16 contains 41082 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6263 members 
Mstep: Class 23 contains 29614 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74902 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9828 members 
Mstep: Class 34 contains 1959 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299624 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456812.000000 Penalty: 25806.189453
Iteration 255Q: 44 clusters Score -2.745681e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 6753 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 20779 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 9777 members 
Mstep: Class 15 contains 8210 members 
Mstep: Class 16 contains 41105 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6251 members 
Mstep: Class 23 contains 29638 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74937 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9832 members 
Mstep: Class 34 contains 1956 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299655 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456762.000000 Penalty: 25806.189453
Iteration 256Q: 44 clusters Score -2.745676e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2543 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 20679 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 9764 members 
Mstep: Class 15 contains 8245 members 
Mstep: Class 16 contains 41122 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6240 members 
Mstep: Class 23 contains 29671 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74964 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9831 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299687 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456716.000000 Penalty: 25806.189453
Iteration 257Q: 44 clusters Score -2.745672e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 20594 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 9756 members 
Mstep: Class 15 contains 8288 members 
Mstep: Class 16 contains 41143 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6229 members 
Mstep: Class 23 contains 29692 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 74988 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9826 members 
Mstep: Class 34 contains 1947 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299706 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456728.000000 Penalty: 25806.189453
Iteration 258Q: 44 clusters Score -2.745673e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 6716 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 20480 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 9755 members 
Mstep: Class 15 contains 8334 members 
Mstep: Class 16 contains 41151 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6224 members 
Mstep: Class 23 contains 29710 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75011 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9826 members 
Mstep: Class 34 contains 1945 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299760 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456748.000000 Penalty: 25806.189453
Iteration 259Q: 44 clusters Score -2.745675e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2517 members 
Mstep: Class 6 contains 6703 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 20386 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 9750 members 
Mstep: Class 15 contains 8377 members 
Mstep: Class 16 contains 41164 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6220 members 
Mstep: Class 23 contains 29734 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75040 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9832 members 
Mstep: Class 34 contains 1941 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299773 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456728.000000 Penalty: 25806.189453
Iteration 260F: 44 clusters Score -2.745673e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2511 members 
Mstep: Class 6 contains 6696 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 20272 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 9738 members 
Mstep: Class 15 contains 8424 members 
Mstep: Class 16 contains 41183 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6215 members 
Mstep: Class 23 contains 29749 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75072 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9840 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299797 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456718.000000 Penalty: 25806.189453
Iteration 261Q: 44 clusters Score -2.745672e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 20159 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 9727 members 
Mstep: Class 15 contains 8470 members 
Mstep: Class 16 contains 41197 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6214 members 
Mstep: Class 23 contains 29766 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75092 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9859 members 
Mstep: Class 34 contains 1935 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299825 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456732.000000 Penalty: 25806.189453
Iteration 262Q: 44 clusters Score -2.745673e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2497 members 
Mstep: Class 6 contains 6681 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 20044 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 8505 members 
Mstep: Class 16 contains 41215 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6213 members 
Mstep: Class 23 contains 29789 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75110 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299857 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456766.000000 Penalty: 25806.189453
Iteration 263Q: 44 clusters Score -2.745677e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4645 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 19928 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 9690 members 
Mstep: Class 15 contains 8537 members 
Mstep: Class 16 contains 41231 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6211 members 
Mstep: Class 23 contains 29815 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75125 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9899 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299904 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456768.000000 Penalty: 25806.189453
Iteration 264Q: 44 clusters Score -2.745677e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2478 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 19823 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 9662 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 41241 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6211 members 
Mstep: Class 23 contains 29837 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75148 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9919 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299932 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456706.000000 Penalty: 25806.189453
Iteration 265Q: 44 clusters Score -2.745671e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2468 members 
Mstep: Class 6 contains 6682 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 19708 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 9636 members 
Mstep: Class 15 contains 8607 members 
Mstep: Class 16 contains 41254 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6208 members 
Mstep: Class 23 contains 29871 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75172 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 9934 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299967 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456726.000000 Penalty: 25806.189453
Iteration 266Q: 44 clusters Score -2.745673e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4651 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 6671 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 19591 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 8646 members 
Mstep: Class 16 contains 41268 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 29897 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75195 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 9968 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299983 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456778.000000 Penalty: 25806.189453
Iteration 267Q: 44 clusters Score -2.745678e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 6655 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 19470 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 8692 members 
Mstep: Class 16 contains 41281 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 29925 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75207 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10009 members 
Mstep: Class 34 contains 1923 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299987 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456828.000000 Penalty: 25806.189453
Iteration 268Q: 44 clusters Score -2.745683e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4657 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 19378 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 9615 members 
Mstep: Class 15 contains 8727 members 
Mstep: Class 16 contains 41281 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6210 members 
Mstep: Class 23 contains 29955 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75231 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10038 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299972 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456790.000000 Penalty: 25806.189453
Iteration 269Q: 44 clusters Score -2.745679e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4659 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2447 members 
Mstep: Class 6 contains 6631 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 19288 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 9627 members 
Mstep: Class 15 contains 8772 members 
Mstep: Class 16 contains 41270 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6210 members 
Mstep: Class 23 contains 29982 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75255 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10067 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299950 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456834.000000 Penalty: 25806.189453
Iteration 270Q: 44 clusters Score -2.745683e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4662 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2447 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 19185 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 9634 members 
Mstep: Class 15 contains 8807 members 
Mstep: Class 16 contains 41255 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 139 members 
Mstep: Class 22 contains 6210 members 
Mstep: Class 23 contains 30008 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75273 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10091 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299964 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456816.000000 Penalty: 25806.189453
Iteration 271Q: 44 clusters Score -2.745682e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2448 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 19085 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 9645 members 
Mstep: Class 15 contains 8838 members 
Mstep: Class 16 contains 41246 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6210 members 
Mstep: Class 23 contains 30038 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75293 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10115 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299965 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456828.000000 Penalty: 25806.189453
Iteration 272Q: 44 clusters Score -2.745683e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 6601 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 18981 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 9653 members 
Mstep: Class 15 contains 8864 members 
Mstep: Class 16 contains 41240 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6210 members 
Mstep: Class 23 contains 30067 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75308 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10137 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299979 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456766.000000 Penalty: 25806.189453
Iteration 273Q: 44 clusters Score -2.745677e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 6597 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 18897 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9653 members 
Mstep: Class 15 contains 8888 members 
Mstep: Class 16 contains 41236 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 30097 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75329 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10150 members 
Mstep: Class 34 contains 1931 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299983 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456712.000000 Penalty: 25806.189453
Iteration 274Q: 44 clusters Score -2.745671e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4665 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 18819 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 8912 members 
Mstep: Class 16 contains 41232 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6208 members 
Mstep: Class 23 contains 30129 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75357 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10162 members 
Mstep: Class 34 contains 1931 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299976 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456692.000000 Penalty: 25806.189453
Iteration 275Q: 44 clusters Score -2.745669e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4662 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 6598 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 18723 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9632 members 
Mstep: Class 15 contains 8941 members 
Mstep: Class 16 contains 41241 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6208 members 
Mstep: Class 23 contains 30160 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75382 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10173 members 
Mstep: Class 34 contains 1932 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299981 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456690.000000 Penalty: 25806.189453
Iteration 276Q: 44 clusters Score -2.745669e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4661 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 6589 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 18621 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9629 members 
Mstep: Class 15 contains 8968 members 
Mstep: Class 16 contains 41254 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 30197 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75402 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10184 members 
Mstep: Class 34 contains 1933 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299988 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456756.000000 Penalty: 25806.189453
Iteration 277Q: 44 clusters Score -2.745676e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4660 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2447 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 18518 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9628 members 
Mstep: Class 15 contains 8994 members 
Mstep: Class 16 contains 41265 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6210 members 
Mstep: Class 23 contains 30236 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75412 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10204 members 
Mstep: Class 34 contains 1930 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299999 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456706.000000 Penalty: 25806.189453
Iteration 278Q: 44 clusters Score -2.745671e+07 nChanged 307
Entering ConstructFrom: 
Score: -27456706.000000 Penalty: 25806.189453
Entering ConstructFrom: 
Trying to split cluster 1 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -6442.980957 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -6442.981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6176.725586 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -6176.726 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6279.148438 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -6279.148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6314.932129 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -6314.932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6331.648438 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -6331.648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6344.917969 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -6344.918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6347.840332 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -6347.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6347.840332 Penalty: 475.542938
	Iteration 6F: 3 clusters Score -6347.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Entering Unmasked Estep 
Score: -260714.609375 Penalty: 384.318298
	Iteration 0F: 2 clusters Score -260714.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -257579.906250 Penalty: 768.636597
	Iteration 0F: 3 clusters Score -257579.9 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -258842.281250 Penalty: 768.636597
	Iteration 1F: 3 clusters Score -258842.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -259092.781250 Penalty: 768.636597
	Iteration 2F: 3 clusters Score -259092.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -259351.015625 Penalty: 768.636597
	Iteration 3F: 3 clusters Score -259351 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -259611.781250 Penalty: 768.636597
	Iteration 4F: 3 clusters Score -259611.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -259846.562500 Penalty: 768.636597
	Iteration 5F: 3 clusters Score -259846.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -260014.375000 Penalty: 768.636597
	Iteration 6F: 3 clusters Score -260014.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -260139.703125 Penalty: 768.636597
	Iteration 7Q: 3 clusters Score -260139.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -260255.390625 Penalty: 768.636597
	Iteration 8Q: 3 clusters Score -260255.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -260337.234375 Penalty: 768.636597
	Iteration 9Q: 3 clusters Score -260337.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -260378.656250 Penalty: 768.636597
	Iteration 10Q: 3 clusters Score -260378.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -260397.296875 Penalty: 768.636597
	Iteration 11Q: 3 clusters Score -260397.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -260410.703125 Penalty: 768.636597
	Iteration 12Q: 3 clusters Score -260410.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -260419.468750 Penalty: 768.636597
	Iteration 13Q: 3 clusters Score -260419.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -260424.828125 Penalty: 768.636597
	Iteration 14Q: 3 clusters Score -260424.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -260429.796875 Penalty: 768.636597
	Iteration 15Q: 3 clusters Score -260429.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -260432.562500 Penalty: 768.636597
	Iteration 16Q: 3 clusters Score -260432.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -260434.359375 Penalty: 768.636597
	Iteration 17Q: 3 clusters Score -260434.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -260436.515625 Penalty: 768.636597
	Iteration 18Q: 3 clusters Score -260436.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -260438.453125 Penalty: 768.636597
	Iteration 19Q: 3 clusters Score -260438.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -260440.984375 Penalty: 768.636597
	Iteration 20F: 3 clusters Score -260441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -260442.796875 Penalty: 768.636597
	Iteration 21Q: 3 clusters Score -260442.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -260443.953125 Penalty: 768.636597
	Iteration 22Q: 3 clusters Score -260444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -260444.234375 Penalty: 768.636597
	Iteration 23Q: 3 clusters Score -260444.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -260445.296875 Penalty: 768.636597
	Iteration 24Q: 3 clusters Score -260445.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -260446.156250 Penalty: 768.636597
	Iteration 25Q: 3 clusters Score -260446.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -260446.609375 Penalty: 768.636597
	Iteration 26Q: 3 clusters Score -260446.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -260446.937500 Penalty: 768.636597
	Iteration 27Q: 3 clusters Score -260446.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -260447.375000 Penalty: 768.636597
	Iteration 28Q: 3 clusters Score -260447.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -260447.296875 Penalty: 768.636597
	Iteration 29Q: 3 clusters Score -260447.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -260447.406250 Penalty: 768.636597
	Iteration 30Q: 3 clusters Score -260447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -260447.734375 Penalty: 768.636597
	Iteration 31Q: 3 clusters Score -260447.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -260448.156250 Penalty: 768.636597
	Iteration 32Q: 3 clusters Score -260448.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -260447.890625 Penalty: 768.636597
	Iteration 33Q: 3 clusters Score -260447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -260448.296875 Penalty: 768.636597
	Iteration 34Q: 3 clusters Score -260448.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -260449.015625 Penalty: 768.636597
	Iteration 35Q: 3 clusters Score -260449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -260449.671875 Penalty: 768.636597
	Iteration 36Q: 3 clusters Score -260449.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -260449.906250 Penalty: 768.636597
	Iteration 37Q: 3 clusters Score -260449.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -260450.421875 Penalty: 768.636597
	Iteration 38Q: 3 clusters Score -260450.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -260450.484375 Penalty: 768.636597
	Iteration 39Q: 3 clusters Score -260450.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -260450.703125 Penalty: 768.636597
	Iteration 40F: 3 clusters Score -260450.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -260450.828125 Penalty: 768.636597
	Iteration 41Q: 3 clusters Score -260450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -260450.828125 Penalty: 768.636597
	Iteration 42F: 3 clusters Score -260450.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -40638.000000 Penalty: 301.394989
	Iteration 0F: 2 clusters Score -40638 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 364 members 
Entering Unmasked Estep 
Score: -39966.613281 Penalty: 602.789978
	Iteration 0F: 3 clusters Score -39966.61 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40132.929688 Penalty: 602.789978
	Iteration 1F: 3 clusters Score -40132.93 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40162.843750 Penalty: 602.789978
	Iteration 2F: 3 clusters Score -40162.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40178.320312 Penalty: 602.789978
	Iteration 3Q: 3 clusters Score -40178.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40191.535156 Penalty: 602.789978
	Iteration 4Q: 3 clusters Score -40191.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40205.242188 Penalty: 602.789978
	Iteration 5Q: 3 clusters Score -40205.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40222.382812 Penalty: 602.789978
	Iteration 6Q: 3 clusters Score -40222.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40234.277344 Penalty: 602.789978
	Iteration 7Q: 3 clusters Score -40234.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40246.945312 Penalty: 602.789978
	Iteration 8Q: 3 clusters Score -40246.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40257.859375 Penalty: 602.789978
	Iteration 9Q: 3 clusters Score -40257.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40271.175781 Penalty: 602.789978
	Iteration 10Q: 3 clusters Score -40271.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40279.015625 Penalty: 602.789978
	Iteration 11Q: 3 clusters Score -40279.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40287.300781 Penalty: 602.789978
	Iteration 12Q: 3 clusters Score -40287.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40293.894531 Penalty: 602.789978
	Iteration 13Q: 3 clusters Score -40293.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40299.234375 Penalty: 602.789978
	Iteration 14Q: 3 clusters Score -40299.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40305.816406 Penalty: 602.789978
	Iteration 15Q: 3 clusters Score -40305.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40310.101562 Penalty: 602.789978
	Iteration 16Q: 3 clusters Score -40310.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40315.132812 Penalty: 602.789978
	Iteration 17Q: 3 clusters Score -40315.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40323.378906 Penalty: 602.789978
	Iteration 18Q: 3 clusters Score -40323.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40334.324219 Penalty: 602.789978
	Iteration 19Q: 3 clusters Score -40334.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -40338.660156 Penalty: 602.789978
	Iteration 20F: 3 clusters Score -40338.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40341.988281 Penalty: 602.789978
	Iteration 21Q: 3 clusters Score -40341.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -40345.457031 Penalty: 602.789978
	Iteration 22Q: 3 clusters Score -40345.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -40350.812500 Penalty: 602.789978
	Iteration 23Q: 3 clusters Score -40350.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -40354.554688 Penalty: 602.789978
	Iteration 24Q: 3 clusters Score -40354.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -40356.550781 Penalty: 602.789978
	Iteration 25Q: 3 clusters Score -40356.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -40359.441406 Penalty: 602.789978
	Iteration 26Q: 3 clusters Score -40359.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -40361.632812 Penalty: 602.789978
	Iteration 27Q: 3 clusters Score -40361.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -40361.632812 Penalty: 602.789978
	Iteration 28F: 3 clusters Score -40361.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -21436.439453 Penalty: 281.096466
	Iteration 0F: 2 clusters Score -21436.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20981.658203 Penalty: 562.192932
	Iteration 0F: 3 clusters Score -20981.66 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21088.998047 Penalty: 562.192932
	Iteration 1F: 3 clusters Score -21089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21127.675781 Penalty: 562.192932
	Iteration 2F: 3 clusters Score -21127.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21157.906250 Penalty: 562.192932
	Iteration 3F: 3 clusters Score -21157.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21179.644531 Penalty: 562.192932
	Iteration 4F: 3 clusters Score -21179.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21193.521484 Penalty: 562.192932
	Iteration 5Q: 3 clusters Score -21193.52 nChanged 14
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: -21203.628906 Penalty: 562.192932
	Iteration 6Q: 3 clusters Score -21203.63 nChanged 17
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: -21213.750000 Penalty: 562.192932
	Iteration 7Q: 3 clusters Score -21213.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21224.585938 Penalty: 562.192932
	Iteration 8Q: 3 clusters Score -21224.59 nChanged 8
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: -21236.476562 Penalty: 562.192932
	Iteration 9Q: 3 clusters Score -21236.48 nChanged 13
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: -21251.832031 Penalty: 562.192932
	Iteration 10Q: 3 clusters Score -21251.83 nChanged 14
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: -21261.593750 Penalty: 562.192932
	Iteration 11Q: 3 clusters Score -21261.59 nChanged 11
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: -21272.289062 Penalty: 562.192932
	Iteration 12Q: 3 clusters Score -21272.29 nChanged 9
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: -21287.716797 Penalty: 562.192932
	Iteration 13Q: 3 clusters Score -21287.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21307.236328 Penalty: 562.192932
	Iteration 14Q: 3 clusters Score -21307.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21338.207031 Penalty: 562.192932
	Iteration 15Q: 3 clusters Score -21338.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21396.027344 Penalty: 562.192932
	Iteration 16Q: 3 clusters Score -21396.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21420.044922 Penalty: 562.192932
	Iteration 17Q: 3 clusters Score -21420.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21445.689453 Penalty: 562.192932
	Iteration 18Q: 3 clusters Score -21445.69 nChanged 12
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: -21463.349609 Penalty: 562.192932
	Iteration 19Q: 3 clusters Score -21463.35 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: -21478.707031 Penalty: 562.192932
	Iteration 20F: 3 clusters Score -21478.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21483.878906 Penalty: 562.192932
	Iteration 21Q: 3 clusters Score -21483.88 nChanged 2
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: -21488.546875 Penalty: 562.192932
	Iteration 22Q: 3 clusters Score -21488.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21493.105469 Penalty: 562.192932
	Iteration 23Q: 3 clusters Score -21493.11 nChanged 1
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: -21496.574219 Penalty: 562.192932
	Iteration 24Q: 3 clusters Score -21496.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21496.830078 Penalty: 562.192932
	Iteration 25Q: 3 clusters Score -21496.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21496.830078 Penalty: 562.192932
	Iteration 26F: 3 clusters Score -21496.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4659 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 2447 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 18409 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9626 members 
Mstep: Class 15 contains 9017 members 
Mstep: Class 16 contains 41278 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 30276 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75422 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10220 members 
Mstep: Class 34 contains 1930 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300015 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 252 members 
Entering Unmasked Estep 
Score: -27456498.000000 Penalty: 26406.333984
Splitting cluster 4 changes total score from -27456706.000000 to -27456498.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -123882.937500 Penalty: 355.019135
	Iteration 0F: 2 clusters Score -123882.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -122197.804688 Penalty: 710.038269
	Iteration 0F: 3 clusters Score -122197.8 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -122889.781250 Penalty: 710.038269
	Iteration 1F: 3 clusters Score -122889.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -123100.515625 Penalty: 710.038269
	Iteration 2F: 3 clusters Score -123100.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -123270.390625 Penalty: 710.038269
	Iteration 3F: 3 clusters Score -123270.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -123407.617188 Penalty: 710.038269
	Iteration 4F: 3 clusters Score -123407.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -123488.312500 Penalty: 710.038269
	Iteration 5Q: 3 clusters Score -123488.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -123550.250000 Penalty: 710.038269
	Iteration 6Q: 3 clusters Score -123550.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -123595.632812 Penalty: 710.038269
	Iteration 7Q: 3 clusters Score -123595.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -123628.632812 Penalty: 710.038269
	Iteration 8Q: 3 clusters Score -123628.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -123653.585938 Penalty: 710.038269
	Iteration 9Q: 3 clusters Score -123653.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -123667.289062 Penalty: 710.038269
	Iteration 10Q: 3 clusters Score -123667.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -123680.367188 Penalty: 710.038269
	Iteration 11Q: 3 clusters Score -123680.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -123692.796875 Penalty: 710.038269
	Iteration 12Q: 3 clusters Score -123692.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -123701.523438 Penalty: 710.038269
	Iteration 13Q: 3 clusters Score -123701.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -123707.820312 Penalty: 710.038269
	Iteration 14Q: 3 clusters Score -123707.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123712.304688 Penalty: 710.038269
	Iteration 15Q: 3 clusters Score -123712.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -123714.398438 Penalty: 710.038269
	Iteration 16Q: 3 clusters Score -123714.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123715.859375 Penalty: 710.038269
	Iteration 17Q: 3 clusters Score -123715.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -123716.750000 Penalty: 710.038269
	Iteration 18Q: 3 clusters Score -123716.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -123717.250000 Penalty: 710.038269
	Iteration 19Q: 3 clusters Score -123717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -123717.125000 Penalty: 710.038269
	Iteration 20F: 3 clusters Score -123717.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Entering Unmasked Estep 
Score: -349181.781250 Penalty: 400.005707
	Iteration 0F: 2 clusters Score -349181.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -344760.531250 Penalty: 800.011414
	Iteration 0F: 3 clusters Score -344760.5 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -346598.062500 Penalty: 800.011414
	Iteration 1F: 3 clusters Score -346598.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -346831.625000 Penalty: 800.011414
	Iteration 2F: 3 clusters Score -346831.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -347122.062500 Penalty: 800.011414
	Iteration 3F: 3 clusters Score -347122.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -347522.593750 Penalty: 800.011414
	Iteration 4F: 3 clusters Score -347522.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -348023.781250 Penalty: 800.011414
	Iteration 5F: 3 clusters Score -348023.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -348444.656250 Penalty: 800.011414
	Iteration 6F: 3 clusters Score -348444.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -348665.812500 Penalty: 800.011414
	Iteration 7Q: 3 clusters Score -348665.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -348763.843750 Penalty: 800.011414
	Iteration 8Q: 3 clusters Score -348763.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -348794.000000 Penalty: 800.011414
	Iteration 9Q: 3 clusters Score -348794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -348808.125000 Penalty: 800.011414
	Iteration 10Q: 3 clusters Score -348808.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -348818.468750 Penalty: 800.011414
	Iteration 11Q: 3 clusters Score -348818.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -348820.062500 Penalty: 800.011414
	Iteration 12Q: 3 clusters Score -348820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -348820.062500 Penalty: 800.011414
	Iteration 13F: 3 clusters Score -348820.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3702.421143 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3702.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3538.454346 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3538.454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3553.481934 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3553.482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3557.002930 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3557.003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3557.002930 Penalty: 389.176636
	Iteration 3F: 3 clusters Score -3557.003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -12170.154297 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -12170.15 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 149 members 
Entering Unmasked Estep 
Score: -11839.824219 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -11839.82 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11919.335938 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -11919.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11946.792969 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -11946.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11972.122070 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -11972.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11990.957031 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -11990.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12004.480469 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -12004.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12030.474609 Penalty: 513.413574
	Iteration 6F: 3 clusters Score -12030.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -12082.708008 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -12082.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12102.247070 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -12102.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12113.761719 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -12113.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12117.467773 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -12117.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -12118.962891 Penalty: 513.413574
	Iteration 11Q: 3 clusters Score -12118.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -12120.575195 Penalty: 513.413574
	Iteration 12Q: 3 clusters Score -12120.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -12122.748047 Penalty: 513.413574
	Iteration 13Q: 3 clusters Score -12122.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -12122.748047 Penalty: 513.413574
	Iteration 14F: 3 clusters Score -12122.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Entering Unmasked Estep 
Score: -196614.390625 Penalty: 375.864197
	Iteration 0F: 2 clusters Score -196614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -193934.593750 Penalty: 751.728394
	Iteration 0F: 3 clusters Score -193934.6 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -195045.109375 Penalty: 751.728394
	Iteration 1F: 3 clusters Score -195045.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -195274.453125 Penalty: 751.728394
	Iteration 2F: 3 clusters Score -195274.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -195510.156250 Penalty: 751.728394
	Iteration 3F: 3 clusters Score -195510.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -195737.750000 Penalty: 751.728394
	Iteration 4F: 3 clusters Score -195737.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -195931.343750 Penalty: 751.728394
	Iteration 5F: 3 clusters Score -195931.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -196075.578125 Penalty: 751.728394
	Iteration 6Q: 3 clusters Score -196075.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -196172.703125 Penalty: 751.728394
	Iteration 7Q: 3 clusters Score -196172.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -196216.953125 Penalty: 751.728394
	Iteration 8Q: 3 clusters Score -196217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -196253.140625 Penalty: 751.728394
	Iteration 9Q: 3 clusters Score -196253.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -196282.578125 Penalty: 751.728394
	Iteration 10Q: 3 clusters Score -196282.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -196297.468750 Penalty: 751.728394
	Iteration 11Q: 3 clusters Score -196297.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -196304.578125 Penalty: 751.728394
	Iteration 12Q: 3 clusters Score -196304.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -196307.828125 Penalty: 751.728394
	Iteration 13Q: 3 clusters Score -196307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -196309.109375 Penalty: 751.728394
	Iteration 14Q: 3 clusters Score -196309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -196309.906250 Penalty: 751.728394
	Iteration 15Q: 3 clusters Score -196309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -196311.015625 Penalty: 751.728394
	Iteration 16Q: 3 clusters Score -196311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -196311.015625 Penalty: 751.728394
	Iteration 17F: 3 clusters Score -196311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Entering Unmasked Estep 
Score: -1001664.000000 Penalty: 446.837067
	Iteration 0F: 2 clusters Score -1001664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -989313.125000 Penalty: 893.674133
	Iteration 0F: 3 clusters Score -989313.1 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -994261.750000 Penalty: 893.674133
	Iteration 1F: 3 clusters Score -994261.8 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -994513.187500 Penalty: 893.674133
	Iteration 2Q: 3 clusters Score -994513.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -994849.625000 Penalty: 893.674133
	Iteration 3Q: 3 clusters Score -994849.6 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -995452.562500 Penalty: 893.674133
	Iteration 4F: 3 clusters Score -995452.6 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -996540.812500 Penalty: 893.674133
	Iteration 5F: 3 clusters Score -996540.8 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -998153.625000 Penalty: 893.674133
	Iteration 6F: 3 clusters Score -998153.6 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -999782.562500 Penalty: 893.674133
	Iteration 7F: 3 clusters Score -999782.6 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1000794.687500 Penalty: 893.674133
	Iteration 8F: 3 clusters Score -1000795 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1001122.437500 Penalty: 893.674133
	Iteration 9Q: 3 clusters Score -1001122 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1001207.500000 Penalty: 893.674133
	Iteration 10Q: 3 clusters Score -1001208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1001248.937500 Penalty: 893.674133
	Iteration 11Q: 3 clusters Score -1001249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1001279.062500 Penalty: 893.674133
	Iteration 12Q: 3 clusters Score -1001279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1001282.750000 Penalty: 893.674133
	Iteration 13Q: 3 clusters Score -1001283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1001282.750000 Penalty: 893.674133
	Iteration 14F: 3 clusters Score -1001283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -26993.001953 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -26993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26483.193359 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -26483.19 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26613.957031 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -26613.96 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -26654.376953 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -26654.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26673.623047 Penalty: 572.701172
	Iteration 3F: 3 clusters Score -26673.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26679.080078 Penalty: 572.701172
	Iteration 4Q: 3 clusters Score -26679.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -26686.128906 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -26686.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26694.478516 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -26694.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -26701.003906 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -26701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -26704.375000 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -26704.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -26706.748047 Penalty: 572.701172
	Iteration 9Q: 3 clusters Score -26706.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26708.166016 Penalty: 572.701172
	Iteration 10Q: 3 clusters Score -26708.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26709.255859 Penalty: 572.701172
	Iteration 11Q: 3 clusters Score -26709.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -26709.722656 Penalty: 572.701172
	Iteration 12Q: 3 clusters Score -26709.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -26710.121094 Penalty: 572.701172
	Iteration 13Q: 3 clusters Score -26710.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -26710.910156 Penalty: 572.701172
	Iteration 14Q: 3 clusters Score -26710.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -26711.328125 Penalty: 572.701172
	Iteration 15Q: 3 clusters Score -26711.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -26711.894531 Penalty: 572.701172
	Iteration 16Q: 3 clusters Score -26711.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -26711.894531 Penalty: 572.701172
	Iteration 17F: 3 clusters Score -26711.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -27299.894531 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -27299.89 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 270 members 
Entering Unmasked Estep 
Score: -26802.830078 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -26802.83 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26920.089844 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -26920.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26944.117188 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -26944.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -26953.830078 Penalty: 569.621948
	Iteration 3Q: 3 clusters Score -26953.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26964.097656 Penalty: 569.621948
	Iteration 4Q: 3 clusters Score -26964.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26978.701172 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -26978.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -26992.796875 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -26992.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -27001.591797 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -27001.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -27009.310547 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -27009.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -27018.953125 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -27018.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -27023.271484 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -27023.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -27027.466797 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -27027.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -27033.812500 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -27033.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -27039.605469 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -27039.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -27044.605469 Penalty: 569.621948
	Iteration 14Q: 3 clusters Score -27044.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -27051.968750 Penalty: 569.621948
	Iteration 15Q: 3 clusters Score -27051.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -27060.281250 Penalty: 569.621948
	Iteration 16Q: 3 clusters Score -27060.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -27063.447266 Penalty: 569.621948
	Iteration 17Q: 3 clusters Score -27063.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -27063.876953 Penalty: 569.621948
	Iteration 18Q: 3 clusters Score -27063.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -27064.062500 Penalty: 569.621948
	Iteration 19Q: 3 clusters Score -27064.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -27064.062500 Penalty: 569.621948
	Iteration 20F: 3 clusters Score -27064.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -73024.140625 Penalty: 328.226471
	Iteration 0F: 2 clusters Score -73024.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -71977.289062 Penalty: 656.452942
	Iteration 0F: 3 clusters Score -71977.29 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -72313.562500 Penalty: 656.452942
	Iteration 1F: 3 clusters Score -72313.56 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -72381.375000 Penalty: 656.452942
	Iteration 2F: 3 clusters Score -72381.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -72450.882812 Penalty: 656.452942
	Iteration 3F: 3 clusters Score -72450.88 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -72545.554688 Penalty: 656.452942
	Iteration 4F: 3 clusters Score -72545.55 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -72634.828125 Penalty: 656.452942
	Iteration 5F: 3 clusters Score -72634.83 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -72719.609375 Penalty: 656.452942
	Iteration 6F: 3 clusters Score -72719.61 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -72782.382812 Penalty: 656.452942
	Iteration 7F: 3 clusters Score -72782.38 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -72821.421875 Penalty: 656.452942
	Iteration 8Q: 3 clusters Score -72821.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -72836.804688 Penalty: 656.452942
	Iteration 9Q: 3 clusters Score -72836.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -72850.125000 Penalty: 656.452942
	Iteration 10Q: 3 clusters Score -72850.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -72868.312500 Penalty: 656.452942
	Iteration 11Q: 3 clusters Score -72868.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -72888.382812 Penalty: 656.452942
	Iteration 12Q: 3 clusters Score -72888.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -72907.132812 Penalty: 656.452942
	Iteration 13Q: 3 clusters Score -72907.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -72917.460938 Penalty: 656.452942
	Iteration 14Q: 3 clusters Score -72917.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -72924.703125 Penalty: 656.452942
	Iteration 15Q: 3 clusters Score -72924.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -72926.812500 Penalty: 656.452942
	Iteration 16Q: 3 clusters Score -72926.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -72927.281250 Penalty: 656.452942
	Iteration 17Q: 3 clusters Score -72927.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -72927.281250 Penalty: 656.452942
	Iteration 18F: 3 clusters Score -72927.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Entering Unmasked Estep 
Score: -520336.562500 Penalty: 417.336151
	Iteration 0F: 2 clusters Score -520336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -513835.125000 Penalty: 834.672302
	Iteration 0F: 3 clusters Score -513835.1 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -516562.843750 Penalty: 834.672302
	Iteration 1F: 3 clusters Score -516562.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -516896.843750 Penalty: 834.672302
	Iteration 2F: 3 clusters Score -516896.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -517310.375000 Penalty: 834.672302
	Iteration 3F: 3 clusters Score -517310.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -517803.218750 Penalty: 834.672302
	Iteration 4F: 3 clusters Score -517803.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -518200.593750 Penalty: 834.672302
	Iteration 5F: 3 clusters Score -518200.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -518372.625000 Penalty: 834.672302
	Iteration 6Q: 3 clusters Score -518372.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -518437.437500 Penalty: 834.672302
	Iteration 7Q: 3 clusters Score -518437.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -518462.468750 Penalty: 834.672302
	Iteration 8Q: 3 clusters Score -518462.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -518482.937500 Penalty: 834.672302
	Iteration 9Q: 3 clusters Score -518482.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -518502.687500 Penalty: 834.672302
	Iteration 10Q: 3 clusters Score -518502.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -518528.375000 Penalty: 834.672302
	Iteration 11Q: 3 clusters Score -518528.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -518553.406250 Penalty: 834.672302
	Iteration 12Q: 3 clusters Score -518553.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -518576.343750 Penalty: 834.672302
	Iteration 13Q: 3 clusters Score -518576.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -518594.968750 Penalty: 834.672302
	Iteration 14Q: 3 clusters Score -518595 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -518619.218750 Penalty: 834.672302
	Iteration 15Q: 3 clusters Score -518619.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -518647.156250 Penalty: 834.672302
	Iteration 16Q: 3 clusters Score -518647.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -518673.187500 Penalty: 834.672302
	Iteration 17Q: 3 clusters Score -518673.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -518706.312500 Penalty: 834.672302
	Iteration 18Q: 3 clusters Score -518706.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -518748.750000 Penalty: 834.672302
	Iteration 19Q: 3 clusters Score -518748.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -518786.375000 Penalty: 834.672302
	Iteration 20F: 3 clusters Score -518786.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -518826.875000 Penalty: 834.672302
	Iteration 21Q: 3 clusters Score -518826.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -518866.718750 Penalty: 834.672302
	Iteration 22Q: 3 clusters Score -518866.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -518903.093750 Penalty: 834.672302
	Iteration 23Q: 3 clusters Score -518903.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -518946.187500 Penalty: 834.672302
	Iteration 24Q: 3 clusters Score -518946.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -518993.312500 Penalty: 834.672302
	Iteration 25Q: 3 clusters Score -518993.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -519044.250000 Penalty: 834.672302
	Iteration 26Q: 3 clusters Score -519044.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -519097.875000 Penalty: 834.672302
	Iteration 27Q: 3 clusters Score -519097.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -519160.937500 Penalty: 834.672302
	Iteration 28Q: 3 clusters Score -519160.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -519232.218750 Penalty: 834.672302
	Iteration 29Q: 3 clusters Score -519232.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -519303.687500 Penalty: 834.672302
	Iteration 30Q: 3 clusters Score -519303.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -519377.718750 Penalty: 834.672302
	Iteration 31Q: 3 clusters Score -519377.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -519455.906250 Penalty: 834.672302
	Iteration 32Q: 3 clusters Score -519455.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -519542.875000 Penalty: 834.672302
	Iteration 33Q: 3 clusters Score -519542.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -519620.250000 Penalty: 834.672302
	Iteration 34Q: 3 clusters Score -519620.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -519678.343750 Penalty: 834.672302
	Iteration 35Q: 3 clusters Score -519678.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -519723.968750 Penalty: 834.672302
	Iteration 36Q: 3 clusters Score -519724 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -519769.968750 Penalty: 834.672302
	Iteration 37Q: 3 clusters Score -519770 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -519820.343750 Penalty: 834.672302
	Iteration 38Q: 3 clusters Score -519820.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -519859.781250 Penalty: 834.672302
	Iteration 39Q: 3 clusters Score -519859.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -519899.468750 Penalty: 834.672302
	Iteration 40F: 3 clusters Score -519899.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -519932.062500 Penalty: 834.672302
	Iteration 41Q: 3 clusters Score -519932.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -519949.437500 Penalty: 834.672302
	Iteration 42Q: 3 clusters Score -519949.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -519963.906250 Penalty: 834.672302
	Iteration 43Q: 3 clusters Score -519963.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -519971.187500 Penalty: 834.672302
	Iteration 44Q: 3 clusters Score -519971.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -519976.156250 Penalty: 834.672302
	Iteration 45Q: 3 clusters Score -519976.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -519981.812500 Penalty: 834.672302
	Iteration 46Q: 3 clusters Score -519981.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -519982.875000 Penalty: 834.672302
	Iteration 47Q: 3 clusters Score -519982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -519985.937500 Penalty: 834.672302
	Iteration 48Q: 3 clusters Score -519985.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -519986.906250 Penalty: 834.672302
	Iteration 49Q: 3 clusters Score -519986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -519986.906250 Penalty: 834.672302
	Iteration 50F: 3 clusters Score -519986.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Entering Unmasked Estep 
Score: -508823.500000 Penalty: 414.362427
	Iteration 0F: 2 clusters Score -508823.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -502787.843750 Penalty: 828.724854
	Iteration 0F: 3 clusters Score -502787.8 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -505198.468750 Penalty: 828.724854
	Iteration 1F: 3 clusters Score -505198.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -505455.218750 Penalty: 828.724854
	Iteration 2F: 3 clusters Score -505455.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -505771.312500 Penalty: 828.724854
	Iteration 3F: 3 clusters Score -505771.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -506228.593750 Penalty: 828.724854
	Iteration 4F: 3 clusters Score -506228.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -506806.875000 Penalty: 828.724854
	Iteration 5F: 3 clusters Score -506806.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -507337.718750 Penalty: 828.724854
	Iteration 6F: 3 clusters Score -507337.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -507689.687500 Penalty: 828.724854
	Iteration 7F: 3 clusters Score -507689.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -507858.625000 Penalty: 828.724854
	Iteration 8Q: 3 clusters Score -507858.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -507955.812500 Penalty: 828.724854
	Iteration 9Q: 3 clusters Score -507955.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -508040.500000 Penalty: 828.724854
	Iteration 10Q: 3 clusters Score -508040.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -508120.625000 Penalty: 828.724854
	Iteration 11Q: 3 clusters Score -508120.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -508190.718750 Penalty: 828.724854
	Iteration 12Q: 3 clusters Score -508190.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -508236.281250 Penalty: 828.724854
	Iteration 13Q: 3 clusters Score -508236.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -508278.406250 Penalty: 828.724854
	Iteration 14Q: 3 clusters Score -508278.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -508317.500000 Penalty: 828.724854
	Iteration 15Q: 3 clusters Score -508317.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -508340.093750 Penalty: 828.724854
	Iteration 16Q: 3 clusters Score -508340.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -508361.437500 Penalty: 828.724854
	Iteration 17Q: 3 clusters Score -508361.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -508373.406250 Penalty: 828.724854
	Iteration 18Q: 3 clusters Score -508373.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -508382.781250 Penalty: 828.724854
	Iteration 19Q: 3 clusters Score -508382.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -508399.343750 Penalty: 828.724854
	Iteration 20F: 3 clusters Score -508399.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -508416.375000 Penalty: 828.724854
	Iteration 21Q: 3 clusters Score -508416.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -508430.687500 Penalty: 828.724854
	Iteration 22Q: 3 clusters Score -508430.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -508443.312500 Penalty: 828.724854
	Iteration 23Q: 3 clusters Score -508443.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -508459.687500 Penalty: 828.724854
	Iteration 24Q: 3 clusters Score -508459.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -508474.156250 Penalty: 828.724854
	Iteration 25Q: 3 clusters Score -508474.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -508490.250000 Penalty: 828.724854
	Iteration 26Q: 3 clusters Score -508490.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -508507.343750 Penalty: 828.724854
	Iteration 27Q: 3 clusters Score -508507.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -508521.875000 Penalty: 828.724854
	Iteration 28Q: 3 clusters Score -508521.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -508530.562500 Penalty: 828.724854
	Iteration 29Q: 3 clusters Score -508530.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -508538.843750 Penalty: 828.724854
	Iteration 30Q: 3 clusters Score -508538.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -508546.031250 Penalty: 828.724854
	Iteration 31Q: 3 clusters Score -508546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -508549.593750 Penalty: 828.724854
	Iteration 32Q: 3 clusters Score -508549.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -508556.531250 Penalty: 828.724854
	Iteration 33Q: 3 clusters Score -508556.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -508562.187500 Penalty: 828.724854
	Iteration 34Q: 3 clusters Score -508562.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -508566.062500 Penalty: 828.724854
	Iteration 35Q: 3 clusters Score -508566.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -508571.343750 Penalty: 828.724854
	Iteration 36Q: 3 clusters Score -508571.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -508576.093750 Penalty: 828.724854
	Iteration 37Q: 3 clusters Score -508576.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -508579.468750 Penalty: 828.724854
	Iteration 38Q: 3 clusters Score -508579.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -508583.218750 Penalty: 828.724854
	Iteration 39Q: 3 clusters Score -508583.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -508588.750000 Penalty: 828.724854
	Iteration 40F: 3 clusters Score -508588.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -508594.218750 Penalty: 828.724854
	Iteration 41Q: 3 clusters Score -508594.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -508595.375000 Penalty: 828.724854
	Iteration 42Q: 3 clusters Score -508595.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -508595.562500 Penalty: 828.724854
	Iteration 43Q: 3 clusters Score -508595.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -508595.218750 Penalty: 828.724854
	Iteration 44Q: 3 clusters Score -508595.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -508595.218750 Penalty: 828.724854
	Iteration 45F: 3 clusters Score -508595.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Entering Unmasked Estep 
Score: -2098993.750000 Penalty: 483.577881
	Iteration 0F: 2 clusters Score -2098994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2071351.000000 Penalty: 967.155762
	Iteration 0F: 3 clusters Score -2071351 nChanged 19986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2083634.625000 Penalty: 967.155762
	Iteration 1F: 3 clusters Score -2083635 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2084730.500000 Penalty: 967.155762
	Iteration 2F: 3 clusters Score -2084730 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2086346.000000 Penalty: 967.155762
	Iteration 3F: 3 clusters Score -2086346 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2088803.250000 Penalty: 967.155762
	Iteration 4F: 3 clusters Score -2088803 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2091903.375000 Penalty: 967.155762
	Iteration 5F: 3 clusters Score -2091903 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2094231.000000 Penalty: 967.155762
	Iteration 6F: 3 clusters Score -2094231 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2095193.500000 Penalty: 967.155762
	Iteration 7Q: 3 clusters Score -2095194 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2095783.375000 Penalty: 967.155762
	Iteration 8Q: 3 clusters Score -2095783 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2096247.375000 Penalty: 967.155762
	Iteration 9Q: 3 clusters Score -2096247 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2096631.125000 Penalty: 967.155762
	Iteration 10Q: 3 clusters Score -2096631 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2096959.875000 Penalty: 967.155762
	Iteration 11Q: 3 clusters Score -2096960 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2097216.000000 Penalty: 967.155762
	Iteration 12Q: 3 clusters Score -2097216 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2097376.250000 Penalty: 967.155762
	Iteration 13Q: 3 clusters Score -2097376 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2097520.500000 Penalty: 967.155762
	Iteration 14Q: 3 clusters Score -2097520 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2097622.000000 Penalty: 967.155762
	Iteration 15Q: 3 clusters Score -2097622 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2097697.000000 Penalty: 967.155762
	Iteration 16Q: 3 clusters Score -2097697 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2097761.000000 Penalty: 967.155762
	Iteration 17Q: 3 clusters Score -2097761 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2097832.500000 Penalty: 967.155762
	Iteration 18Q: 3 clusters Score -2097832 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2097872.250000 Penalty: 967.155762
	Iteration 19Q: 3 clusters Score -2097872 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2097913.750000 Penalty: 967.155762
	Iteration 20F: 3 clusters Score -2097914 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2097946.500000 Penalty: 967.155762
	Iteration 21Q: 3 clusters Score -2097946 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2097965.000000 Penalty: 967.155762
	Iteration 22Q: 3 clusters Score -2097965 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2097982.750000 Penalty: 967.155762
	Iteration 23Q: 3 clusters Score -2097983 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2098013.750000 Penalty: 967.155762
	Iteration 24Q: 3 clusters Score -2098014 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2098026.000000 Penalty: 967.155762
	Iteration 25Q: 3 clusters Score -2098026 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2098050.250000 Penalty: 967.155762
	Iteration 26Q: 3 clusters Score -2098050 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2098067.750000 Penalty: 967.155762
	Iteration 27Q: 3 clusters Score -2098068 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2098082.250000 Penalty: 967.155762
	Iteration 28Q: 3 clusters Score -2098082 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2098091.000000 Penalty: 967.155762
	Iteration 29Q: 3 clusters Score -2098091 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2098106.750000 Penalty: 967.155762
	Iteration 30Q: 3 clusters Score -2098107 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2098121.250000 Penalty: 967.155762
	Iteration 31Q: 3 clusters Score -2098121 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2098139.750000 Penalty: 967.155762
	Iteration 32Q: 3 clusters Score -2098140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2098148.500000 Penalty: 967.155762
	Iteration 33Q: 3 clusters Score -2098148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2098161.000000 Penalty: 967.155762
	Iteration 34Q: 3 clusters Score -2098161 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2098179.000000 Penalty: 967.155762
	Iteration 35Q: 3 clusters Score -2098179 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2098190.500000 Penalty: 967.155762
	Iteration 36Q: 3 clusters Score -2098190 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2098215.750000 Penalty: 967.155762
	Iteration 37Q: 3 clusters Score -2098216 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2098239.000000 Penalty: 967.155762
	Iteration 38Q: 3 clusters Score -2098239 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2098250.500000 Penalty: 967.155762
	Iteration 39Q: 3 clusters Score -2098250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2098262.500000 Penalty: 967.155762
	Iteration 40F: 3 clusters Score -2098262 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2098279.500000 Penalty: 967.155762
	Iteration 41Q: 3 clusters Score -2098280 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2098293.750000 Penalty: 967.155762
	Iteration 42Q: 3 clusters Score -2098294 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2098312.500000 Penalty: 967.155762
	Iteration 43Q: 3 clusters Score -2098312 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2098326.500000 Penalty: 967.155762
	Iteration 44Q: 3 clusters Score -2098326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2098340.250000 Penalty: 967.155762
	Iteration 45Q: 3 clusters Score -2098340 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2098357.250000 Penalty: 967.155762
	Iteration 46Q: 3 clusters Score -2098357 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2098375.750000 Penalty: 967.155762
	Iteration 47Q: 3 clusters Score -2098376 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2098390.500000 Penalty: 967.155762
	Iteration 48Q: 3 clusters Score -2098390 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2098397.750000 Penalty: 967.155762
	Iteration 49Q: 3 clusters Score -2098398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2098398.000000 Penalty: 967.155762
	Iteration 50Q: 3 clusters Score -2098398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2098406.250000 Penalty: 967.155762
	Iteration 51Q: 3 clusters Score -2098406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2098416.250000 Penalty: 967.155762
	Iteration 52Q: 3 clusters Score -2098416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2098423.750000 Penalty: 967.155762
	Iteration 53Q: 3 clusters Score -2098424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2098434.500000 Penalty: 967.155762
	Iteration 54Q: 3 clusters Score -2098434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2098436.750000 Penalty: 967.155762
	Iteration 55Q: 3 clusters Score -2098437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2098441.500000 Penalty: 967.155762
	Iteration 56Q: 3 clusters Score -2098442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2098440.000000 Penalty: 967.155762
	Iteration 57Q: 3 clusters Score -2098440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2098443.750000 Penalty: 967.155762
	Iteration 58Q: 3 clusters Score -2098444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2098448.000000 Penalty: 967.155762
	Iteration 59Q: 3 clusters Score -2098448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2098446.750000 Penalty: 967.155762
	Iteration 60F: 3 clusters Score -2098447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2098446.750000 Penalty: 967.155762
	Iteration 61Q: 3 clusters Score -2098447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2098446.500000 Penalty: 967.155762
	Iteration 62Q: 3 clusters Score -2098446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2098451.750000 Penalty: 967.155762
	Iteration 63Q: 3 clusters Score -2098452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2098452.500000 Penalty: 967.155762
	Iteration 64Q: 3 clusters Score -2098452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2098452.000000 Penalty: 967.155762
	Iteration 65Q: 3 clusters Score -2098452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2098453.000000 Penalty: 967.155762
	Iteration 66Q: 3 clusters Score -2098453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2098452.500000 Penalty: 967.155762
	Iteration 67Q: 3 clusters Score -2098452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2098453.500000 Penalty: 967.155762
	Iteration 68Q: 3 clusters Score -2098454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2098454.750000 Penalty: 967.155762
	Iteration 69Q: 3 clusters Score -2098455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2098455.000000 Penalty: 967.155762
	Iteration 70Q: 3 clusters Score -2098455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2098455.750000 Penalty: 967.155762
	Iteration 71Q: 3 clusters Score -2098456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2098454.000000 Penalty: 967.155762
	Iteration 72Q: 3 clusters Score -2098454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2098454.500000 Penalty: 967.155762
	Iteration 73Q: 3 clusters Score -2098454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2098454.000000 Penalty: 967.155762
	Iteration 74Q: 3 clusters Score -2098454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2098455.750000 Penalty: 967.155762
	Iteration 75Q: 3 clusters Score -2098456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2098455.250000 Penalty: 967.155762
	Iteration 76Q: 3 clusters Score -2098455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2098456.250000 Penalty: 967.155762
	Iteration 77Q: 3 clusters Score -2098456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2098456.250000 Penalty: 967.155762
	Iteration 78Q: 3 clusters Score -2098456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2098456.500000 Penalty: 967.155762
	Iteration 79Q: 3 clusters Score -2098456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2098457.250000 Penalty: 967.155762
	Iteration 80F: 3 clusters Score -2098457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2098458.750000 Penalty: 967.155762
	Iteration 81Q: 3 clusters Score -2098459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2098457.750000 Penalty: 967.155762
	Iteration 82Q: 3 clusters Score -2098458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2098458.500000 Penalty: 967.155762
	Iteration 83Q: 3 clusters Score -2098458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2098459.000000 Penalty: 967.155762
	Iteration 84Q: 3 clusters Score -2098459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2098461.500000 Penalty: 967.155762
	Iteration 85Q: 3 clusters Score -2098462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2098462.250000 Penalty: 967.155762
	Iteration 86Q: 3 clusters Score -2098462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2098461.000000 Penalty: 967.155762
	Iteration 87Q: 3 clusters Score -2098461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2098460.500000 Penalty: 967.155762
	Iteration 88Q: 3 clusters Score -2098460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2098461.250000 Penalty: 967.155762
	Iteration 89Q: 3 clusters Score -2098461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2098462.500000 Penalty: 967.155762
	Iteration 90Q: 3 clusters Score -2098462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2098465.750000 Penalty: 967.155762
	Iteration 91Q: 3 clusters Score -2098466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2098464.250000 Penalty: 967.155762
	Iteration 92Q: 3 clusters Score -2098464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2098466.500000 Penalty: 967.155762
	Iteration 93Q: 3 clusters Score -2098466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2098465.000000 Penalty: 967.155762
	Iteration 94Q: 3 clusters Score -2098465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2098471.000000 Penalty: 967.155762
	Iteration 95Q: 3 clusters Score -2098471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2098471.250000 Penalty: 967.155762
	Iteration 96Q: 3 clusters Score -2098471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2098470.750000 Penalty: 967.155762
	Iteration 97Q: 3 clusters Score -2098471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2098473.250000 Penalty: 967.155762
	Iteration 98Q: 3 clusters Score -2098473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2098472.500000 Penalty: 967.155762
	Iteration 99Q: 3 clusters Score -2098472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2098470.250000 Penalty: 967.155762
	Iteration 100F: 3 clusters Score -2098470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2098472.750000 Penalty: 967.155762
	Iteration 101Q: 3 clusters Score -2098473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2098471.000000 Penalty: 967.155762
	Iteration 102Q: 3 clusters Score -2098471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2098472.250000 Penalty: 967.155762
	Iteration 103Q: 3 clusters Score -2098472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2098472.250000 Penalty: 967.155762
	Iteration 104F: 3 clusters Score -2098472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6680.969238 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6680.969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6465.583496 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6465.583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6504.660645 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6504.661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6516.757812 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6516.758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6519.703125 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6519.703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6523.476562 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6523.477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6523.476562 Penalty: 450.337158
	Iteration 5F: 3 clusters Score -6523.477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -81971.859375 Penalty: 335.659576
	Iteration 0F: 2 clusters Score -81971.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -80770.328125 Penalty: 671.319153
	Iteration 0F: 3 clusters Score -80770.33 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -81140.484375 Penalty: 671.319153
	Iteration 1F: 3 clusters Score -81140.48 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -81232.390625 Penalty: 671.319153
	Iteration 2F: 3 clusters Score -81232.39 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -81310.773438 Penalty: 671.319153
	Iteration 3F: 3 clusters Score -81310.77 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81379.007812 Penalty: 671.319153
	Iteration 4F: 3 clusters Score -81379.01 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81436.250000 Penalty: 671.319153
	Iteration 5F: 3 clusters Score -81436.25 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81494.007812 Penalty: 671.319153
	Iteration 6Q: 3 clusters Score -81494.01 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -81554.718750 Penalty: 671.319153
	Iteration 7Q: 3 clusters Score -81554.72 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -81620.539062 Penalty: 671.319153
	Iteration 8Q: 3 clusters Score -81620.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -81662.484375 Penalty: 671.319153
	Iteration 9Q: 3 clusters Score -81662.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -81700.234375 Penalty: 671.319153
	Iteration 10Q: 3 clusters Score -81700.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -81743.179688 Penalty: 671.319153
	Iteration 11Q: 3 clusters Score -81743.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -81768.515625 Penalty: 671.319153
	Iteration 12Q: 3 clusters Score -81768.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -81781.757812 Penalty: 671.319153
	Iteration 13Q: 3 clusters Score -81781.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -81788.648438 Penalty: 671.319153
	Iteration 14Q: 3 clusters Score -81788.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -81792.023438 Penalty: 671.319153
	Iteration 15Q: 3 clusters Score -81792.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -81794.171875 Penalty: 671.319153
	Iteration 16Q: 3 clusters Score -81794.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -81797.835938 Penalty: 671.319153
	Iteration 17Q: 3 clusters Score -81797.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -81801.265625 Penalty: 671.319153
	Iteration 18Q: 3 clusters Score -81801.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -81803.070312 Penalty: 671.319153
	Iteration 19Q: 3 clusters Score -81803.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -81803.664062 Penalty: 671.319153
	Iteration 20F: 3 clusters Score -81803.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -81806.773438 Penalty: 671.319153
	Iteration 21Q: 3 clusters Score -81806.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -81809.695312 Penalty: 671.319153
	Iteration 22Q: 3 clusters Score -81809.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -81811.539062 Penalty: 671.319153
	Iteration 23Q: 3 clusters Score -81811.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -81812.148438 Penalty: 671.319153
	Iteration 24Q: 3 clusters Score -81812.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -81813.953125 Penalty: 671.319153
	Iteration 25Q: 3 clusters Score -81813.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -81814.976562 Penalty: 671.319153
	Iteration 26Q: 3 clusters Score -81814.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -81815.031250 Penalty: 671.319153
	Iteration 27Q: 3 clusters Score -81815.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -81815.570312 Penalty: 671.319153
	Iteration 28Q: 3 clusters Score -81815.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -81816.062500 Penalty: 671.319153
	Iteration 29Q: 3 clusters Score -81816.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -81816.195312 Penalty: 671.319153
	Iteration 30Q: 3 clusters Score -81816.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -81816.195312 Penalty: 671.319153
	Iteration 31F: 3 clusters Score -81816.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -10064.706055 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -10064.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9759.951172 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -9759.951 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9820.551758 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -9820.552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9834.231445 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -9834.231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9845.264648 Penalty: 490.405548
	Iteration 3Q: 3 clusters Score -9845.265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9850.007812 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -9850.008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9857.600586 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -9857.601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9861.625977 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -9861.626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9865.615234 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -9865.615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9866.264648 Penalty: 490.405548
	Iteration 8Q: 3 clusters Score -9866.265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9866.600586 Penalty: 490.405548
	Iteration 9Q: 3 clusters Score -9866.601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9866.600586 Penalty: 490.405548
	Iteration 10F: 3 clusters Score -9866.601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -27113.513672 Penalty: 285.071198
	Iteration 0F: 2 clusters Score -27113.51 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 273 members 
Entering Unmasked Estep 
Score: -26595.505859 Penalty: 570.142395
	Iteration 0F: 3 clusters Score -26595.51 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26720.400391 Penalty: 570.142395
	Iteration 1F: 3 clusters Score -26720.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26757.386719 Penalty: 570.142395
	Iteration 2F: 3 clusters Score -26757.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26782.896484 Penalty: 570.142395
	Iteration 3F: 3 clusters Score -26782.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26797.291016 Penalty: 570.142395
	Iteration 4Q: 3 clusters Score -26797.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26803.525391 Penalty: 570.142395
	Iteration 5Q: 3 clusters Score -26803.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26812.341797 Penalty: 570.142395
	Iteration 6Q: 3 clusters Score -26812.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26818.802734 Penalty: 570.142395
	Iteration 7Q: 3 clusters Score -26818.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26824.162109 Penalty: 570.142395
	Iteration 8Q: 3 clusters Score -26824.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26828.605469 Penalty: 570.142395
	Iteration 9Q: 3 clusters Score -26828.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26832.328125 Penalty: 570.142395
	Iteration 10Q: 3 clusters Score -26832.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -26841.173828 Penalty: 570.142395
	Iteration 11Q: 3 clusters Score -26841.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26854.041016 Penalty: 570.142395
	Iteration 12Q: 3 clusters Score -26854.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -26866.507812 Penalty: 570.142395
	Iteration 13Q: 3 clusters Score -26866.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26874.843750 Penalty: 570.142395
	Iteration 14Q: 3 clusters Score -26874.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -26882.888672 Penalty: 570.142395
	Iteration 15Q: 3 clusters Score -26882.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26886.164062 Penalty: 570.142395
	Iteration 16Q: 3 clusters Score -26886.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -26888.142578 Penalty: 570.142395
	Iteration 17Q: 3 clusters Score -26888.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26890.199219 Penalty: 570.142395
	Iteration 18Q: 3 clusters Score -26890.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26891.152344 Penalty: 570.142395
	Iteration 19Q: 3 clusters Score -26891.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26892.333984 Penalty: 570.142395
	Iteration 20F: 3 clusters Score -26892.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -26892.923828 Penalty: 570.142395
	Iteration 21Q: 3 clusters Score -26892.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26897.453125 Penalty: 570.142395
	Iteration 22Q: 3 clusters Score -26897.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26901.449219 Penalty: 570.142395
	Iteration 23Q: 3 clusters Score -26901.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -26907.095703 Penalty: 570.142395
	Iteration 24Q: 3 clusters Score -26907.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26907.496094 Penalty: 570.142395
	Iteration 25Q: 3 clusters Score -26907.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -26908.091797 Penalty: 570.142395
	Iteration 26Q: 3 clusters Score -26908.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26908.205078 Penalty: 570.142395
	Iteration 27Q: 3 clusters Score -26908.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26908.205078 Penalty: 570.142395
	Iteration 28F: 3 clusters Score -26908.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -6028.465332 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -6028.465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5794.424805 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -5794.425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5838.961914 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -5838.962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5844.537109 Penalty: 447.718262
	Iteration 2Q: 3 clusters Score -5844.537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5847.622559 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -5847.623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5848.225098 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -5848.225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5851.331055 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -5851.331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5854.037109 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -5854.037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5855.450684 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -5855.451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5856.135742 Penalty: 447.718262
	Iteration 8Q: 3 clusters Score -5856.136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5856.839355 Penalty: 447.718262
	Iteration 9Q: 3 clusters Score -5856.839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5856.839355 Penalty: 447.718262
	Iteration 10F: 3 clusters Score -5856.839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Entering Unmasked Estep 
Score: -304376.468750 Penalty: 397.385864
	Iteration 0F: 2 clusters Score -304376.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -300260.875000 Penalty: 794.771729
	Iteration 0F: 3 clusters Score -300260.9 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -301818.843750 Penalty: 794.771729
	Iteration 1F: 3 clusters Score -301818.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -302046.718750 Penalty: 794.771729
	Iteration 2F: 3 clusters Score -302046.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -302350.812500 Penalty: 794.771729
	Iteration 3F: 3 clusters Score -302350.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -302674.500000 Penalty: 794.771729
	Iteration 4F: 3 clusters Score -302674.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -302938.125000 Penalty: 794.771729
	Iteration 5F: 3 clusters Score -302938.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -303105.875000 Penalty: 794.771729
	Iteration 6Q: 3 clusters Score -303105.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -303222.343750 Penalty: 794.771729
	Iteration 7Q: 3 clusters Score -303222.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -303311.156250 Penalty: 794.771729
	Iteration 8Q: 3 clusters Score -303311.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -303388.750000 Penalty: 794.771729
	Iteration 9Q: 3 clusters Score -303388.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -303462.625000 Penalty: 794.771729
	Iteration 10Q: 3 clusters Score -303462.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -303543.218750 Penalty: 794.771729
	Iteration 11Q: 3 clusters Score -303543.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -303634.343750 Penalty: 794.771729
	Iteration 12Q: 3 clusters Score -303634.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -303744.750000 Penalty: 794.771729
	Iteration 13Q: 3 clusters Score -303744.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -303837.500000 Penalty: 794.771729
	Iteration 14Q: 3 clusters Score -303837.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -303908.093750 Penalty: 794.771729
	Iteration 15Q: 3 clusters Score -303908.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -303962.968750 Penalty: 794.771729
	Iteration 16Q: 3 clusters Score -303963 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -304008.343750 Penalty: 794.771729
	Iteration 17Q: 3 clusters Score -304008.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -304036.656250 Penalty: 794.771729
	Iteration 18Q: 3 clusters Score -304036.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -304058.750000 Penalty: 794.771729
	Iteration 19Q: 3 clusters Score -304058.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -304075.312500 Penalty: 794.771729
	Iteration 20F: 3 clusters Score -304075.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -304092.062500 Penalty: 794.771729
	Iteration 21Q: 3 clusters Score -304092.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -304096.687500 Penalty: 794.771729
	Iteration 22Q: 3 clusters Score -304096.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -304099.656250 Penalty: 794.771729
	Iteration 23Q: 3 clusters Score -304099.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -304103.625000 Penalty: 794.771729
	Iteration 24Q: 3 clusters Score -304103.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -304107.906250 Penalty: 794.771729
	Iteration 25Q: 3 clusters Score -304107.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -304114.156250 Penalty: 794.771729
	Iteration 26Q: 3 clusters Score -304114.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -304122.468750 Penalty: 794.771729
	Iteration 27Q: 3 clusters Score -304122.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -304131.625000 Penalty: 794.771729
	Iteration 28Q: 3 clusters Score -304131.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -304139.375000 Penalty: 794.771729
	Iteration 29Q: 3 clusters Score -304139.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -304146.687500 Penalty: 794.771729
	Iteration 30Q: 3 clusters Score -304146.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -304152.093750 Penalty: 794.771729
	Iteration 31Q: 3 clusters Score -304152.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -304162.250000 Penalty: 794.771729
	Iteration 32Q: 3 clusters Score -304162.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -304171.125000 Penalty: 794.771729
	Iteration 33Q: 3 clusters Score -304171.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -304175.500000 Penalty: 794.771729
	Iteration 34Q: 3 clusters Score -304175.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -304179.156250 Penalty: 794.771729
	Iteration 35Q: 3 clusters Score -304179.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -304181.937500 Penalty: 794.771729
	Iteration 36Q: 3 clusters Score -304181.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -304183.375000 Penalty: 794.771729
	Iteration 37Q: 3 clusters Score -304183.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -304184.156250 Penalty: 794.771729
	Iteration 38Q: 3 clusters Score -304184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -304184.156250 Penalty: 794.771729
	Iteration 39Q: 3 clusters Score -304184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -304184.156250 Penalty: 794.771729
	Iteration 40F: 3 clusters Score -304184.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Entering Unmasked Estep 
Score: -1671204.125000 Penalty: 469.474030
	Iteration 0F: 2 clusters Score -1671204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1650964.250000 Penalty: 938.948059
	Iteration 0F: 3 clusters Score -1650964 nChanged 14462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1659421.750000 Penalty: 938.948059
	Iteration 1F: 3 clusters Score -1659422 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1659860.375000 Penalty: 938.948059
	Iteration 2Q: 3 clusters Score -1659860 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1660436.500000 Penalty: 938.948059
	Iteration 3Q: 3 clusters Score -1660436 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1661195.750000 Penalty: 938.948059
	Iteration 4F: 3 clusters Score -1661196 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -1662295.875000 Penalty: 938.948059
	Iteration 5F: 3 clusters Score -1662296 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -1663725.375000 Penalty: 938.948059
	Iteration 6F: 3 clusters Score -1663725 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -1665200.000000 Penalty: 938.948059
	Iteration 7F: 3 clusters Score -1665200 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -1666016.125000 Penalty: 938.948059
	Iteration 8Q: 3 clusters Score -1666016 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -1666393.375000 Penalty: 938.948059
	Iteration 9Q: 3 clusters Score -1666393 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -1666674.875000 Penalty: 938.948059
	Iteration 10Q: 3 clusters Score -1666675 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -1666952.250000 Penalty: 938.948059
	Iteration 11Q: 3 clusters Score -1666952 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -1667257.125000 Penalty: 938.948059
	Iteration 12Q: 3 clusters Score -1667257 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -1667567.875000 Penalty: 938.948059
	Iteration 13Q: 3 clusters Score -1667568 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -1667861.875000 Penalty: 938.948059
	Iteration 14Q: 3 clusters Score -1667862 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -1668195.125000 Penalty: 938.948059
	Iteration 15Q: 3 clusters Score -1668195 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -1668545.000000 Penalty: 938.948059
	Iteration 16Q: 3 clusters Score -1668545 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -1668885.250000 Penalty: 938.948059
	Iteration 17Q: 3 clusters Score -1668885 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -1669258.500000 Penalty: 938.948059
	Iteration 18Q: 3 clusters Score -1669258 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -1669623.250000 Penalty: 938.948059
	Iteration 19Q: 3 clusters Score -1669623 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -1669922.375000 Penalty: 938.948059
	Iteration 20F: 3 clusters Score -1669922 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -1670177.375000 Penalty: 938.948059
	Iteration 21Q: 3 clusters Score -1670177 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -1670389.500000 Penalty: 938.948059
	Iteration 22Q: 3 clusters Score -1670390 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -1670504.875000 Penalty: 938.948059
	Iteration 23Q: 3 clusters Score -1670505 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -1670599.250000 Penalty: 938.948059
	Iteration 24Q: 3 clusters Score -1670599 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -1670661.375000 Penalty: 938.948059
	Iteration 25Q: 3 clusters Score -1670661 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -1670693.625000 Penalty: 938.948059
	Iteration 26Q: 3 clusters Score -1670694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -1670728.500000 Penalty: 938.948059
	Iteration 27Q: 3 clusters Score -1670728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -1670741.500000 Penalty: 938.948059
	Iteration 28Q: 3 clusters Score -1670742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -1670761.875000 Penalty: 938.948059
	Iteration 29Q: 3 clusters Score -1670762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -1670777.500000 Penalty: 938.948059
	Iteration 30Q: 3 clusters Score -1670778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -1670784.750000 Penalty: 938.948059
	Iteration 31Q: 3 clusters Score -1670785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -1670785.625000 Penalty: 938.948059
	Iteration 32Q: 3 clusters Score -1670786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -1670788.625000 Penalty: 938.948059
	Iteration 33Q: 3 clusters Score -1670789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -1670789.875000 Penalty: 938.948059
	Iteration 34Q: 3 clusters Score -1670790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -1670794.250000 Penalty: 938.948059
	Iteration 35Q: 3 clusters Score -1670794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -1670795.375000 Penalty: 938.948059
	Iteration 36Q: 3 clusters Score -1670795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -1670794.625000 Penalty: 938.948059
	Iteration 37Q: 3 clusters Score -1670795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -1670793.875000 Penalty: 938.948059
	Iteration 38Q: 3 clusters Score -1670794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -1670795.125000 Penalty: 938.948059
	Iteration 39Q: 3 clusters Score -1670795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -1670799.000000 Penalty: 938.948059
	Iteration 40F: 3 clusters Score -1670799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -1670800.250000 Penalty: 938.948059
	Iteration 41Q: 3 clusters Score -1670800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -1670800.250000 Penalty: 938.948059
	Iteration 42F: 3 clusters Score -1670800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -14582.852539 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -14582.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14214.539062 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -14214.54 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14289.205078 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -14289.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14305.100586 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -14305.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14316.179688 Penalty: 519.347046
	Iteration 3Q: 3 clusters Score -14316.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14331.846680 Penalty: 519.347046
	Iteration 4Q: 3 clusters Score -14331.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14336.678711 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -14336.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14339.824219 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -14339.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14342.064453 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -14342.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14345.067383 Penalty: 519.347046
	Iteration 8Q: 3 clusters Score -14345.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14351.353516 Penalty: 519.347046
	Iteration 9Q: 3 clusters Score -14351.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14351.353516 Penalty: 519.347046
	Iteration 10F: 3 clusters Score -14351.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -28812.966797 Penalty: 289.830505
	Iteration 0F: 2 clusters Score -28812.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28284.054688 Penalty: 579.661011
	Iteration 0F: 3 clusters Score -28284.05 nChanged 216
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: -28495.054688 Penalty: 579.661011
	Iteration 1F: 3 clusters Score -28495.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28539.201172 Penalty: 579.661011
	Iteration 2F: 3 clusters Score -28539.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28571.871094 Penalty: 579.661011
	Iteration 3F: 3 clusters Score -28571.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28597.843750 Penalty: 579.661011
	Iteration 4F: 3 clusters Score -28597.84 nChanged 26
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: -28615.248047 Penalty: 579.661011
	Iteration 5Q: 3 clusters Score -28615.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -28624.796875 Penalty: 579.661011
	Iteration 6Q: 3 clusters Score -28624.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28631.824219 Penalty: 579.661011
	Iteration 7Q: 3 clusters Score -28631.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28637.369141 Penalty: 579.661011
	Iteration 8Q: 3 clusters Score -28637.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -28647.119141 Penalty: 579.661011
	Iteration 9Q: 3 clusters Score -28647.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -28655.582031 Penalty: 579.661011
	Iteration 10Q: 3 clusters Score -28655.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -28665.630859 Penalty: 579.661011
	Iteration 11Q: 3 clusters Score -28665.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28668.785156 Penalty: 579.661011
	Iteration 12Q: 3 clusters Score -28668.79 nChanged 2
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: -28669.681641 Penalty: 579.661011
	Iteration 13Q: 3 clusters Score -28669.68 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: -28670.083984 Penalty: 579.661011
	Iteration 14Q: 3 clusters Score -28670.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -28670.453125 Penalty: 579.661011
	Iteration 15Q: 3 clusters Score -28670.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -28670.453125 Penalty: 579.661011
	Iteration 16F: 3 clusters Score -28670.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -22312.751953 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -22312.75 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 254 members 
Entering Unmasked Estep 
Score: -21823.464844 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -21823.46 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21945.855469 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -21945.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -21996.779297 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -21996.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -22040.806641 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -22040.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -22060.623047 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -22060.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -22076.296875 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -22076.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -22086.767578 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -22086.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -22100.324219 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -22100.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -22108.488281 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -22108.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -22116.988281 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -22116.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -22124.142578 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -22124.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -22127.357422 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -22127.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22134.062500 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -22134.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -22139.488281 Penalty: 561.434570
	Iteration 13Q: 3 clusters Score -22139.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -22139.677734 Penalty: 561.434570
	Iteration 14Q: 3 clusters Score -22139.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -22139.677734 Penalty: 561.434570
	Iteration 15F: 3 clusters Score -22139.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -30774.628906 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -30774.63 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 322 members 
Entering Unmasked Estep 
Score: -30183.320312 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -30183.32 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -30407.710938 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -30407.71 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -30468.167969 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -30468.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30532.634766 Penalty: 592.162231
	Iteration 3F: 3 clusters Score -30532.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30567.412109 Penalty: 592.162231
	Iteration 4F: 3 clusters Score -30567.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30579.927734 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -30579.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30583.277344 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -30583.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30587.617188 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -30587.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30593.972656 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -30593.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30598.326172 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -30598.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30601.392578 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -30601.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30601.941406 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -30601.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30602.441406 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -30602.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30602.593750 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -30602.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30602.593750 Penalty: 592.162231
	Iteration 14F: 3 clusters Score -30602.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (75422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75422 members 
Entering Unmasked Estep 
Score: -4122538.500000 Penalty: 511.003845
	Iteration 0F: 2 clusters Score -4122538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -4071756.250000 Penalty: 1022.007690
	Iteration 0F: 3 clusters Score -4071756 nChanged 36783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -4093528.750000 Penalty: 1022.007690
	Iteration 1F: 3 clusters Score -4093529 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -4094136.000000 Penalty: 1022.007690
	Iteration 2Q: 3 clusters Score -4094136 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -4094956.750000 Penalty: 1022.007690
	Iteration 3Q: 3 clusters Score -4094957 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -4096011.500000 Penalty: 1022.007690
	Iteration 4Q: 3 clusters Score -4096012 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -4097731.750000 Penalty: 1022.007690
	Iteration 5Q: 3 clusters Score -4097732 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -4100191.500000 Penalty: 1022.007690
	Iteration 6F: 3 clusters Score -4100192 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4103454.750000 Penalty: 1022.007690
	Iteration 7F: 3 clusters Score -4103455 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -4106641.000000 Penalty: 1022.007690
	Iteration 8F: 3 clusters Score -4106641 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -4108740.500000 Penalty: 1022.007690
	Iteration 9F: 3 clusters Score -4108740 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -4109670.000000 Penalty: 1022.007690
	Iteration 10Q: 3 clusters Score -4109670 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -4110065.750000 Penalty: 1022.007690
	Iteration 11Q: 3 clusters Score -4110066 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -4110295.500000 Penalty: 1022.007690
	Iteration 12Q: 3 clusters Score -4110296 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -4110554.000000 Penalty: 1022.007690
	Iteration 13Q: 3 clusters Score -4110554 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -4110848.250000 Penalty: 1022.007690
	Iteration 14Q: 3 clusters Score -4110848 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -4111168.000000 Penalty: 1022.007690
	Iteration 15Q: 3 clusters Score -4111168 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -4111519.000000 Penalty: 1022.007690
	Iteration 16Q: 3 clusters Score -4111519 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -4111899.500000 Penalty: 1022.007690
	Iteration 17Q: 3 clusters Score -4111900 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4112317.500000 Penalty: 1022.007690
	Iteration 18Q: 3 clusters Score -4112318 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -4112747.500000 Penalty: 1022.007690
	Iteration 19Q: 3 clusters Score -4112748 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4113208.500000 Penalty: 1022.007690
	Iteration 20F: 3 clusters Score -4113208 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4113734.250000 Penalty: 1022.007690
	Iteration 21Q: 3 clusters Score -4113734 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -4114398.750000 Penalty: 1022.007690
	Iteration 22Q: 3 clusters Score -4114399 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -4115160.500000 Penalty: 1022.007690
	Iteration 23Q: 3 clusters Score -4115160 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -4115999.500000 Penalty: 1022.007690
	Iteration 24Q: 3 clusters Score -4116000 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -4116839.500000 Penalty: 1022.007690
	Iteration 25Q: 3 clusters Score -4116840 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66947 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -4117655.500000 Penalty: 1022.007690
	Iteration 26Q: 3 clusters Score -4117656 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -4118448.750000 Penalty: 1022.007690
	Iteration 27Q: 3 clusters Score -4118449 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68809 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -4119071.500000 Penalty: 1022.007690
	Iteration 28Q: 3 clusters Score -4119072 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -4119524.000000 Penalty: 1022.007690
	Iteration 29Q: 3 clusters Score -4119524 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -4119876.500000 Penalty: 1022.007690
	Iteration 30Q: 3 clusters Score -4119876 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70534 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4120158.250000 Penalty: 1022.007690
	Iteration 31Q: 3 clusters Score -4120158 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -4120385.000000 Penalty: 1022.007690
	Iteration 32Q: 3 clusters Score -4120385 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71360 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4120609.000000 Penalty: 1022.007690
	Iteration 33Q: 3 clusters Score -4120609 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4120773.000000 Penalty: 1022.007690
	Iteration 34Q: 3 clusters Score -4120773 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -4120967.500000 Penalty: 1022.007690
	Iteration 35Q: 3 clusters Score -4120968 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4121145.250000 Penalty: 1022.007690
	Iteration 36Q: 3 clusters Score -4121145 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4121292.500000 Penalty: 1022.007690
	Iteration 37Q: 3 clusters Score -4121292 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73088 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4121449.000000 Penalty: 1022.007690
	Iteration 38Q: 3 clusters Score -4121449 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4121584.000000 Penalty: 1022.007690
	Iteration 39Q: 3 clusters Score -4121584 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4121697.250000 Penalty: 1022.007690
	Iteration 40F: 3 clusters Score -4121697 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73873 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4121793.500000 Penalty: 1022.007690
	Iteration 41Q: 3 clusters Score -4121794 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4121862.000000 Penalty: 1022.007690
	Iteration 42Q: 3 clusters Score -4121862 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4121911.250000 Penalty: 1022.007690
	Iteration 43Q: 3 clusters Score -4121911 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74343 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4121962.750000 Penalty: 1022.007690
	Iteration 44Q: 3 clusters Score -4121963 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4122012.500000 Penalty: 1022.007690
	Iteration 45Q: 3 clusters Score -4122012 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74528 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4122043.250000 Penalty: 1022.007690
	Iteration 46Q: 3 clusters Score -4122043 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4122057.500000 Penalty: 1022.007690
	Iteration 47Q: 3 clusters Score -4122058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4122065.750000 Penalty: 1022.007690
	Iteration 48Q: 3 clusters Score -4122066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74687 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4122078.750000 Penalty: 1022.007690
	Iteration 49Q: 3 clusters Score -4122079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74716 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4122080.000000 Penalty: 1022.007690
	Iteration 50Q: 3 clusters Score -4122080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74739 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4122092.750000 Penalty: 1022.007690
	Iteration 51Q: 3 clusters Score -4122093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4122102.500000 Penalty: 1022.007690
	Iteration 52Q: 3 clusters Score -4122102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74803 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4122108.500000 Penalty: 1022.007690
	Iteration 53Q: 3 clusters Score -4122108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74823 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4122116.500000 Penalty: 1022.007690
	Iteration 54Q: 3 clusters Score -4122116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74843 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4122124.250000 Penalty: 1022.007690
	Iteration 55Q: 3 clusters Score -4122124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4122130.250000 Penalty: 1022.007690
	Iteration 56Q: 3 clusters Score -4122130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74877 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4122130.500000 Penalty: 1022.007690
	Iteration 57Q: 3 clusters Score -4122130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74891 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4122134.250000 Penalty: 1022.007690
	Iteration 58Q: 3 clusters Score -4122134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4122138.500000 Penalty: 1022.007690
	Iteration 59Q: 3 clusters Score -4122138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4122139.500000 Penalty: 1022.007690
	Iteration 60F: 3 clusters Score -4122140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74909 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4122143.250000 Penalty: 1022.007690
	Iteration 61Q: 3 clusters Score -4122143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4122145.000000 Penalty: 1022.007690
	Iteration 62Q: 3 clusters Score -4122145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4122144.250000 Penalty: 1022.007690
	Iteration 63Q: 3 clusters Score -4122144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74919 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4122146.750000 Penalty: 1022.007690
	Iteration 64Q: 3 clusters Score -4122147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74918 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4122149.000000 Penalty: 1022.007690
	Iteration 65Q: 3 clusters Score -4122149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4122149.000000 Penalty: 1022.007690
	Iteration 66Q: 3 clusters Score -4122149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4122149.000000 Penalty: 1022.007690
	Iteration 67F: 3 clusters Score -4122149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -4130.522461 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -4130.522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3950.911621 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -3950.912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4013.045166 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -4013.045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4026.698486 Penalty: 424.372986
	Iteration 2F: 3 clusters Score -4026.698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4041.795898 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -4041.796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4050.474854 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -4050.475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4053.527588 Penalty: 424.372986
	Iteration 5Q: 3 clusters Score -4053.528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4054.141113 Penalty: 424.372986
	Iteration 6Q: 3 clusters Score -4054.141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4054.141113 Penalty: 424.372986
	Iteration 7F: 3 clusters Score -4054.141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -18278.294922 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -18278.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17889.791016 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -17889.79 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17966.097656 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -17966.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17983.156250 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -17983.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17993.539062 Penalty: 531.233459
	Iteration 3Q: 3 clusters Score -17993.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18002.062500 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -18002.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18007.443359 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -18007.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18010.492188 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -18010.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18010.492188 Penalty: 531.233459
	Iteration 7F: 3 clusters Score -18010.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -18856.367188 Penalty: 272.383575
	Iteration 0F: 2 clusters Score -18856.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18452.369141 Penalty: 544.767151
	Iteration 0F: 3 clusters Score -18452.37 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18559.435547 Penalty: 544.767151
	Iteration 1F: 3 clusters Score -18559.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18583.943359 Penalty: 544.767151
	Iteration 2F: 3 clusters Score -18583.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18597.933594 Penalty: 544.767151
	Iteration 3Q: 3 clusters Score -18597.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18611.925781 Penalty: 544.767151
	Iteration 4Q: 3 clusters Score -18611.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -18618.855469 Penalty: 544.767151
	Iteration 5Q: 3 clusters Score -18618.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -18626.996094 Penalty: 544.767151
	Iteration 6Q: 3 clusters Score -18627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -18633.845703 Penalty: 544.767151
	Iteration 7Q: 3 clusters Score -18633.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18636.703125 Penalty: 544.767151
	Iteration 8Q: 3 clusters Score -18636.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18643.335938 Penalty: 544.767151
	Iteration 9Q: 3 clusters Score -18643.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -18654.306641 Penalty: 544.767151
	Iteration 10Q: 3 clusters Score -18654.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18659.628906 Penalty: 544.767151
	Iteration 11Q: 3 clusters Score -18659.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -18663.566406 Penalty: 544.767151
	Iteration 12Q: 3 clusters Score -18663.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -18666.384766 Penalty: 544.767151
	Iteration 13Q: 3 clusters Score -18666.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -18669.835938 Penalty: 544.767151
	Iteration 14Q: 3 clusters Score -18669.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -18669.835938 Penalty: 544.767151
	Iteration 15F: 3 clusters Score -18669.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -13410.802734 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -13410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13084.982422 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -13084.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13146.585938 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -13146.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13156.853516 Penalty: 507.755432
	Iteration 2Q: 3 clusters Score -13156.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13160.123047 Penalty: 507.755432
	Iteration 3Q: 3 clusters Score -13160.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13160.690430 Penalty: 507.755432
	Iteration 4Q: 3 clusters Score -13160.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13160.690430 Penalty: 507.755432
	Iteration 5F: 3 clusters Score -13160.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Entering Unmasked Estep 
Score: -570978.375000 Penalty: 420.060608
	Iteration 0F: 2 clusters Score -570978.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -564144.875000 Penalty: 840.121216
	Iteration 0F: 3 clusters Score -564144.9 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -566698.750000 Penalty: 840.121216
	Iteration 1F: 3 clusters Score -566698.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -566847.875000 Penalty: 840.121216
	Iteration 2Q: 3 clusters Score -566847.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -567006.625000 Penalty: 840.121216
	Iteration 3Q: 3 clusters Score -567006.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -567198.125000 Penalty: 840.121216
	Iteration 4Q: 3 clusters Score -567198.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -567509.625000 Penalty: 840.121216
	Iteration 5F: 3 clusters Score -567509.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -567933.062500 Penalty: 840.121216
	Iteration 6F: 3 clusters Score -567933.1 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -568492.187500 Penalty: 840.121216
	Iteration 7F: 3 clusters Score -568492.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -569108.687500 Penalty: 840.121216
	Iteration 8F: 3 clusters Score -569108.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -569611.937500 Penalty: 840.121216
	Iteration 9F: 3 clusters Score -569611.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -569967.437500 Penalty: 840.121216
	Iteration 10Q: 3 clusters Score -569967.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -570208.625000 Penalty: 840.121216
	Iteration 11Q: 3 clusters Score -570208.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -570361.000000 Penalty: 840.121216
	Iteration 12Q: 3 clusters Score -570361 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -570452.937500 Penalty: 840.121216
	Iteration 13Q: 3 clusters Score -570452.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -570514.250000 Penalty: 840.121216
	Iteration 14Q: 3 clusters Score -570514.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -570538.125000 Penalty: 840.121216
	Iteration 15Q: 3 clusters Score -570538.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -570553.500000 Penalty: 840.121216
	Iteration 16Q: 3 clusters Score -570553.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -570560.375000 Penalty: 840.121216
	Iteration 17Q: 3 clusters Score -570560.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -570569.875000 Penalty: 840.121216
	Iteration 18Q: 3 clusters Score -570569.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -570576.562500 Penalty: 840.121216
	Iteration 19Q: 3 clusters Score -570576.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -570581.187500 Penalty: 840.121216
	Iteration 20F: 3 clusters Score -570581.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -570584.437500 Penalty: 840.121216
	Iteration 21Q: 3 clusters Score -570584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -570586.750000 Penalty: 840.121216
	Iteration 22Q: 3 clusters Score -570586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -570588.937500 Penalty: 840.121216
	Iteration 23Q: 3 clusters Score -570588.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -570593.937500 Penalty: 840.121216
	Iteration 24Q: 3 clusters Score -570593.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -570597.312500 Penalty: 840.121216
	Iteration 25Q: 3 clusters Score -570597.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -570597.250000 Penalty: 840.121216
	Iteration 26Q: 3 clusters Score -570597.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -570597.250000 Penalty: 840.121216
	Iteration 27F: 3 clusters Score -570597.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Entering Unmasked Estep 
Score: -106875.179688 Penalty: 344.220032
	Iteration 0F: 2 clusters Score -106875.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -105476.867188 Penalty: 688.440063
	Iteration 0F: 3 clusters Score -105476.9 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -105929.414062 Penalty: 688.440063
	Iteration 1F: 3 clusters Score -105929.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -106029.437500 Penalty: 688.440063
	Iteration 2F: 3 clusters Score -106029.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -106133.398438 Penalty: 688.440063
	Iteration 3F: 3 clusters Score -106133.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -106245.921875 Penalty: 688.440063
	Iteration 4F: 3 clusters Score -106245.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -106353.859375 Penalty: 688.440063
	Iteration 5F: 3 clusters Score -106353.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -106439.187500 Penalty: 688.440063
	Iteration 6F: 3 clusters Score -106439.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -106514.867188 Penalty: 688.440063
	Iteration 7F: 3 clusters Score -106514.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -106564.437500 Penalty: 688.440063
	Iteration 8Q: 3 clusters Score -106564.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -106597.859375 Penalty: 688.440063
	Iteration 9Q: 3 clusters Score -106597.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -106616.648438 Penalty: 688.440063
	Iteration 10Q: 3 clusters Score -106616.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -106628.078125 Penalty: 688.440063
	Iteration 11Q: 3 clusters Score -106628.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -106639.109375 Penalty: 688.440063
	Iteration 12Q: 3 clusters Score -106639.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -106647.609375 Penalty: 688.440063
	Iteration 13Q: 3 clusters Score -106647.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -106656.421875 Penalty: 688.440063
	Iteration 14Q: 3 clusters Score -106656.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -106666.882812 Penalty: 688.440063
	Iteration 15Q: 3 clusters Score -106666.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -106679.031250 Penalty: 688.440063
	Iteration 16Q: 3 clusters Score -106679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -106687.539062 Penalty: 688.440063
	Iteration 17Q: 3 clusters Score -106687.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -106693.171875 Penalty: 688.440063
	Iteration 18Q: 3 clusters Score -106693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -106697.468750 Penalty: 688.440063
	Iteration 19Q: 3 clusters Score -106697.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -106701.875000 Penalty: 688.440063
	Iteration 20F: 3 clusters Score -106701.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -106705.773438 Penalty: 688.440063
	Iteration 21Q: 3 clusters Score -106705.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -106711.515625 Penalty: 688.440063
	Iteration 22Q: 3 clusters Score -106711.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -106716.710938 Penalty: 688.440063
	Iteration 23Q: 3 clusters Score -106716.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -106720.382812 Penalty: 688.440063
	Iteration 24Q: 3 clusters Score -106720.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -106724.851562 Penalty: 688.440063
	Iteration 25Q: 3 clusters Score -106724.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -106728.101562 Penalty: 688.440063
	Iteration 26Q: 3 clusters Score -106728.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106729.851562 Penalty: 688.440063
	Iteration 27Q: 3 clusters Score -106729.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106731.718750 Penalty: 688.440063
	Iteration 28Q: 3 clusters Score -106731.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -106732.265625 Penalty: 688.440063
	Iteration 29Q: 3 clusters Score -106732.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -106733.117188 Penalty: 688.440063
	Iteration 30Q: 3 clusters Score -106733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -106734.179688 Penalty: 688.440063
	Iteration 31Q: 3 clusters Score -106734.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -106734.757812 Penalty: 688.440063
	Iteration 32Q: 3 clusters Score -106734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -106735.187500 Penalty: 688.440063
	Iteration 33Q: 3 clusters Score -106735.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -106735.585938 Penalty: 688.440063
	Iteration 34Q: 3 clusters Score -106735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -106736.406250 Penalty: 688.440063
	Iteration 35Q: 3 clusters Score -106736.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -106737.335938 Penalty: 688.440063
	Iteration 36Q: 3 clusters Score -106737.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -106738.937500 Penalty: 688.440063
	Iteration 37Q: 3 clusters Score -106738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -106740.796875 Penalty: 688.440063
	Iteration 38Q: 3 clusters Score -106740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -106742.601562 Penalty: 688.440063
	Iteration 39Q: 3 clusters Score -106742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -106743.187500 Penalty: 688.440063
	Iteration 40F: 3 clusters Score -106743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -106743.945312 Penalty: 688.440063
	Iteration 41Q: 3 clusters Score -106743.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106747.203125 Penalty: 688.440063
	Iteration 42Q: 3 clusters Score -106747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -106748.125000 Penalty: 688.440063
	Iteration 43Q: 3 clusters Score -106748.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -106749.023438 Penalty: 688.440063
	Iteration 44Q: 3 clusters Score -106749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -106749.226562 Penalty: 688.440063
	Iteration 45Q: 3 clusters Score -106749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -106749.312500 Penalty: 688.440063
	Iteration 46Q: 3 clusters Score -106749.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -106749.312500 Penalty: 688.440063
	Iteration 47F: 3 clusters Score -106749.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -31637.152344 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -31637.15 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 348 members 
Entering Unmasked Estep 
Score: -31019.058594 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -31019.06 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -31228.525391 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -31228.53 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -31290.119141 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -31290.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31330.744141 Penalty: 594.970703
	Iteration 3F: 3 clusters Score -31330.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -31371.548828 Penalty: 594.970703
	Iteration 4F: 3 clusters Score -31371.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31411.173828 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -31411.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31436.341797 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -31436.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31461.072266 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -31461.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31475.708984 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -31475.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31482.740234 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -31482.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31487.914062 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -31487.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31491.654297 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -31491.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -31494.478516 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -31494.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31498.041016 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -31498.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31504.283203 Penalty: 594.970703
	Iteration 14Q: 3 clusters Score -31504.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31509.878906 Penalty: 594.970703
	Iteration 15Q: 3 clusters Score -31509.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31515.890625 Penalty: 594.970703
	Iteration 16Q: 3 clusters Score -31515.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31518.976562 Penalty: 594.970703
	Iteration 17Q: 3 clusters Score -31518.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31522.566406 Penalty: 594.970703
	Iteration 18Q: 3 clusters Score -31522.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31532.126953 Penalty: 594.970703
	Iteration 19Q: 3 clusters Score -31532.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31537.718750 Penalty: 594.970703
	Iteration 20F: 3 clusters Score -31537.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31544.693359 Penalty: 594.970703
	Iteration 21Q: 3 clusters Score -31544.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31551.683594 Penalty: 594.970703
	Iteration 22Q: 3 clusters Score -31551.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -31555.464844 Penalty: 594.970703
	Iteration 23Q: 3 clusters Score -31555.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31558.064453 Penalty: 594.970703
	Iteration 24Q: 3 clusters Score -31558.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31558.828125 Penalty: 594.970703
	Iteration 25Q: 3 clusters Score -31558.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31559.437500 Penalty: 594.970703
	Iteration 26Q: 3 clusters Score -31559.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -31559.750000 Penalty: 594.970703
	Iteration 27Q: 3 clusters Score -31559.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -31559.750000 Penalty: 594.970703
	Iteration 28F: 3 clusters Score -31559.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -15785.606445 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -15785.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15404.189453 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -15404.19 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15510.500977 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -15510.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15528.147461 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -15528.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15540.075195 Penalty: 534.618713
	Iteration 3Q: 3 clusters Score -15540.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15544.326172 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -15544.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15547.112305 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -15547.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15548.887695 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -15548.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15549.639648 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -15549.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15550.813477 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -15550.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15552.936523 Penalty: 534.618713
	Iteration 9Q: 3 clusters Score -15552.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15557.780273 Penalty: 534.618713
	Iteration 10Q: 3 clusters Score -15557.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15562.006836 Penalty: 534.618713
	Iteration 11Q: 3 clusters Score -15562.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15562.415039 Penalty: 534.618713
	Iteration 12Q: 3 clusters Score -15562.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15563.486328 Penalty: 534.618713
	Iteration 13Q: 3 clusters Score -15563.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15564.023438 Penalty: 534.618713
	Iteration 14Q: 3 clusters Score -15564.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15565.464844 Penalty: 534.618713
	Iteration 15Q: 3 clusters Score -15565.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15567.887695 Penalty: 534.618713
	Iteration 16Q: 3 clusters Score -15567.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15567.887695 Penalty: 534.618713
	Iteration 17F: 3 clusters Score -15567.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -3312.730957 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -3312.731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3118.389893 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3118.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3148.908203 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3148.908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3150.224121 Penalty: 392.891418
	Iteration 2Q: 3 clusters Score -3150.224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3150.224121 Penalty: 392.891418
	Iteration 3F: 3 clusters Score -3150.224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (300015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300015 members 
Entering Unmasked Estep 
Score: -15940038.000000 Penalty: 573.827209
	Iteration 0F: 2 clusters Score -1.594004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149958 members 
Mstep: Class 2 contains 150057 members 
Entering Unmasked Estep 
Score: -15755370.000000 Penalty: 1147.654419
	Iteration 0F: 3 clusters Score -1.575537e+07 nChanged 148243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149041 members 
Mstep: Class 2 contains 150974 members 
Entering Unmasked Estep 
Score: -15851683.000000 Penalty: 1147.654419
	Iteration 1F: 3 clusters Score -1.585168e+07 nChanged 15463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147550 members 
Mstep: Class 2 contains 152465 members 
Entering Unmasked Estep 
Score: -15861043.000000 Penalty: 1147.654419
	Iteration 2F: 3 clusters Score -1.586104e+07 nChanged 19256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145910 members 
Mstep: Class 2 contains 154105 members 
Entering Unmasked Estep 
Score: -15876076.000000 Penalty: 1147.654419
	Iteration 3F: 3 clusters Score -1.587608e+07 nChanged 21511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144713 members 
Mstep: Class 2 contains 155302 members 
Entering Unmasked Estep 
Score: -15893160.000000 Penalty: 1147.654419
	Iteration 4F: 3 clusters Score -1.589316e+07 nChanged 18478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144147 members 
Mstep: Class 2 contains 155868 members 
Entering Unmasked Estep 
Score: -15902637.000000 Penalty: 1147.654419
	Iteration 5F: 3 clusters Score -1.590264e+07 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144160 members 
Mstep: Class 2 contains 155855 members 
Entering Unmasked Estep 
Score: -15904826.000000 Penalty: 1147.654419
	Iteration 6Q: 3 clusters Score -1.590483e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144404 members 
Mstep: Class 2 contains 155611 members 
Entering Unmasked Estep 
Score: -15905192.000000 Penalty: 1147.654419
	Iteration 7Q: 3 clusters Score -1.590519e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144736 members 
Mstep: Class 2 contains 155279 members 
Entering Unmasked Estep 
Score: -15905317.000000 Penalty: 1147.654419
	Iteration 8Q: 3 clusters Score -1.590532e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145024 members 
Mstep: Class 2 contains 154991 members 
Entering Unmasked Estep 
Score: -15905426.000000 Penalty: 1147.654419
	Iteration 9Q: 3 clusters Score -1.590543e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145319 members 
Mstep: Class 2 contains 154696 members 
Entering Unmasked Estep 
Score: -15905583.000000 Penalty: 1147.654419
	Iteration 10Q: 3 clusters Score -1.590558e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145646 members 
Mstep: Class 2 contains 154369 members 
Entering Unmasked Estep 
Score: -15905707.000000 Penalty: 1147.654419
	Iteration 11Q: 3 clusters Score -1.590571e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145901 members 
Mstep: Class 2 contains 154114 members 
Entering Unmasked Estep 
Score: -15905777.000000 Penalty: 1147.654419
	Iteration 12Q: 3 clusters Score -1.590578e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146148 members 
Mstep: Class 2 contains 153867 members 
Entering Unmasked Estep 
Score: -15905894.000000 Penalty: 1147.654419
	Iteration 13Q: 3 clusters Score -1.590589e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146393 members 
Mstep: Class 2 contains 153622 members 
Entering Unmasked Estep 
Score: -15905954.000000 Penalty: 1147.654419
	Iteration 14Q: 3 clusters Score -1.590595e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146613 members 
Mstep: Class 2 contains 153402 members 
Entering Unmasked Estep 
Score: -15906084.000000 Penalty: 1147.654419
	Iteration 15Q: 3 clusters Score -1.590608e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146795 members 
Mstep: Class 2 contains 153220 members 
Entering Unmasked Estep 
Score: -15906126.000000 Penalty: 1147.654419
	Iteration 16Q: 3 clusters Score -1.590613e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146985 members 
Mstep: Class 2 contains 153030 members 
Entering Unmasked Estep 
Score: -15906254.000000 Penalty: 1147.654419
	Iteration 17Q: 3 clusters Score -1.590625e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147184 members 
Mstep: Class 2 contains 152831 members 
Entering Unmasked Estep 
Score: -15906374.000000 Penalty: 1147.654419
	Iteration 18Q: 3 clusters Score -1.590637e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147380 members 
Mstep: Class 2 contains 152635 members 
Entering Unmasked Estep 
Score: -15906487.000000 Penalty: 1147.654419
	Iteration 19Q: 3 clusters Score -1.590649e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147523 members 
Mstep: Class 2 contains 152492 members 
Entering Unmasked Estep 
Score: -15906716.000000 Penalty: 1147.654419
	Iteration 20F: 3 clusters Score -1.590672e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147677 members 
Mstep: Class 2 contains 152338 members 
Entering Unmasked Estep 
Score: -15906695.000000 Penalty: 1147.654419
	Iteration 21Q: 3 clusters Score -1.59067e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147750 members 
Mstep: Class 2 contains 152265 members 
Entering Unmasked Estep 
Score: -15906780.000000 Penalty: 1147.654419
	Iteration 22Q: 3 clusters Score -1.590678e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147853 members 
Mstep: Class 2 contains 152162 members 
Entering Unmasked Estep 
Score: -15906884.000000 Penalty: 1147.654419
	Iteration 23Q: 3 clusters Score -1.590688e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147927 members 
Mstep: Class 2 contains 152088 members 
Entering Unmasked Estep 
Score: -15906855.000000 Penalty: 1147.654419
	Iteration 24Q: 3 clusters Score -1.590686e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147991 members 
Mstep: Class 2 contains 152024 members 
Entering Unmasked Estep 
Score: -15906877.000000 Penalty: 1147.654419
	Iteration 25Q: 3 clusters Score -1.590688e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148027 members 
Mstep: Class 2 contains 151988 members 
Entering Unmasked Estep 
Score: -15906909.000000 Penalty: 1147.654419
	Iteration 26Q: 3 clusters Score -1.590691e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148019 members 
Mstep: Class 2 contains 151996 members 
Entering Unmasked Estep 
Score: -15906947.000000 Penalty: 1147.654419
	Iteration 27Q: 3 clusters Score -1.590695e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148046 members 
Mstep: Class 2 contains 151969 members 
Entering Unmasked Estep 
Score: -15907087.000000 Penalty: 1147.654419
	Iteration 28Q: 3 clusters Score -1.590709e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148035 members 
Mstep: Class 2 contains 151980 members 
Entering Unmasked Estep 
Score: -15907125.000000 Penalty: 1147.654419
	Iteration 29Q: 3 clusters Score -1.590712e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148032 members 
Mstep: Class 2 contains 151983 members 
Entering Unmasked Estep 
Score: -15907238.000000 Penalty: 1147.654419
	Iteration 30Q: 3 clusters Score -1.590724e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148034 members 
Mstep: Class 2 contains 151981 members 
Entering Unmasked Estep 
Score: -15907240.000000 Penalty: 1147.654419
	Iteration 31Q: 3 clusters Score -1.590724e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147989 members 
Mstep: Class 2 contains 152026 members 
Entering Unmasked Estep 
Score: -15907244.000000 Penalty: 1147.654419
	Iteration 32Q: 3 clusters Score -1.590724e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147895 members 
Mstep: Class 2 contains 152120 members 
Entering Unmasked Estep 
Score: -15907366.000000 Penalty: 1147.654419
	Iteration 33Q: 3 clusters Score -1.590737e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147787 members 
Mstep: Class 2 contains 152228 members 
Entering Unmasked Estep 
Score: -15907356.000000 Penalty: 1147.654419
	Iteration 34Q: 3 clusters Score -1.590736e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147576 members 
Mstep: Class 2 contains 152439 members 
Entering Unmasked Estep 
Score: -15907439.000000 Penalty: 1147.654419
	Iteration 35Q: 3 clusters Score -1.590744e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147379 members 
Mstep: Class 2 contains 152636 members 
Entering Unmasked Estep 
Score: -15907498.000000 Penalty: 1147.654419
	Iteration 36Q: 3 clusters Score -1.59075e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147056 members 
Mstep: Class 2 contains 152959 members 
Entering Unmasked Estep 
Score: -15907572.000000 Penalty: 1147.654419
	Iteration 37Q: 3 clusters Score -1.590757e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146691 members 
Mstep: Class 2 contains 153324 members 
Entering Unmasked Estep 
Score: -15907708.000000 Penalty: 1147.654419
	Iteration 38Q: 3 clusters Score -1.590771e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146319 members 
Mstep: Class 2 contains 153696 members 
Entering Unmasked Estep 
Score: -15907818.000000 Penalty: 1147.654419
	Iteration 39Q: 3 clusters Score -1.590782e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145911 members 
Mstep: Class 2 contains 154104 members 
Entering Unmasked Estep 
Score: -15907885.000000 Penalty: 1147.654419
	Iteration 40F: 3 clusters Score -1.590788e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145400 members 
Mstep: Class 2 contains 154615 members 
Entering Unmasked Estep 
Score: -15907931.000000 Penalty: 1147.654419
	Iteration 41Q: 3 clusters Score -1.590793e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144863 members 
Mstep: Class 2 contains 155152 members 
Entering Unmasked Estep 
Score: -15907949.000000 Penalty: 1147.654419
	Iteration 42Q: 3 clusters Score -1.590795e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144295 members 
Mstep: Class 2 contains 155720 members 
Entering Unmasked Estep 
Score: -15907996.000000 Penalty: 1147.654419
	Iteration 43Q: 3 clusters Score -1.5908e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143622 members 
Mstep: Class 2 contains 156393 members 
Entering Unmasked Estep 
Score: -15908074.000000 Penalty: 1147.654419
	Iteration 44Q: 3 clusters Score -1.590807e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142860 members 
Mstep: Class 2 contains 157155 members 
Entering Unmasked Estep 
Score: -15908184.000000 Penalty: 1147.654419
	Iteration 45Q: 3 clusters Score -1.590818e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142152 members 
Mstep: Class 2 contains 157863 members 
Entering Unmasked Estep 
Score: -15908271.000000 Penalty: 1147.654419
	Iteration 46Q: 3 clusters Score -1.590827e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141415 members 
Mstep: Class 2 contains 158600 members 
Entering Unmasked Estep 
Score: -15908237.000000 Penalty: 1147.654419
	Iteration 47Q: 3 clusters Score -1.590824e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140599 members 
Mstep: Class 2 contains 159416 members 
Entering Unmasked Estep 
Score: -15908302.000000 Penalty: 1147.654419
	Iteration 48Q: 3 clusters Score -1.59083e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139664 members 
Mstep: Class 2 contains 160351 members 
Entering Unmasked Estep 
Score: -15908403.000000 Penalty: 1147.654419
	Iteration 49Q: 3 clusters Score -1.59084e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138664 members 
Mstep: Class 2 contains 161351 members 
Entering Unmasked Estep 
Score: -15908508.000000 Penalty: 1147.654419
	Iteration 50Q: 3 clusters Score -1.590851e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137538 members 
Mstep: Class 2 contains 162477 members 
Entering Unmasked Estep 
Score: -15908689.000000 Penalty: 1147.654419
	Iteration 51Q: 3 clusters Score -1.590869e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136393 members 
Mstep: Class 2 contains 163622 members 
Entering Unmasked Estep 
Score: -15908843.000000 Penalty: 1147.654419
	Iteration 52Q: 3 clusters Score -1.590884e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135166 members 
Mstep: Class 2 contains 164849 members 
Entering Unmasked Estep 
Score: -15909005.000000 Penalty: 1147.654419
	Iteration 53Q: 3 clusters Score -1.5909e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133849 members 
Mstep: Class 2 contains 166166 members 
Entering Unmasked Estep 
Score: -15909046.000000 Penalty: 1147.654419
	Iteration 54Q: 3 clusters Score -1.590905e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132485 members 
Mstep: Class 2 contains 167530 members 
Entering Unmasked Estep 
Score: -15909175.000000 Penalty: 1147.654419
	Iteration 55Q: 3 clusters Score -1.590918e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131057 members 
Mstep: Class 2 contains 168958 members 
Entering Unmasked Estep 
Score: -15909381.000000 Penalty: 1147.654419
	Iteration 56Q: 3 clusters Score -1.590938e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129415 members 
Mstep: Class 2 contains 170600 members 
Entering Unmasked Estep 
Score: -15909414.000000 Penalty: 1147.654419
	Iteration 57Q: 3 clusters Score -1.590941e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127708 members 
Mstep: Class 2 contains 172307 members 
Entering Unmasked Estep 
Score: -15909584.000000 Penalty: 1147.654419
	Iteration 58Q: 3 clusters Score -1.590958e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125731 members 
Mstep: Class 2 contains 174284 members 
Entering Unmasked Estep 
Score: -15909702.000000 Penalty: 1147.654419
	Iteration 59Q: 3 clusters Score -1.59097e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123548 members 
Mstep: Class 2 contains 176467 members 
Entering Unmasked Estep 
Score: -15909920.000000 Penalty: 1147.654419
	Iteration 60F: 3 clusters Score -1.590992e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121099 members 
Mstep: Class 2 contains 178916 members 
Entering Unmasked Estep 
Score: -15910153.000000 Penalty: 1147.654419
	Iteration 61Q: 3 clusters Score -1.591015e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118479 members 
Mstep: Class 2 contains 181536 members 
Entering Unmasked Estep 
Score: -15910469.000000 Penalty: 1147.654419
	Iteration 62Q: 3 clusters Score -1.591047e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115700 members 
Mstep: Class 2 contains 184315 members 
Entering Unmasked Estep 
Score: -15910854.000000 Penalty: 1147.654419
	Iteration 63Q: 3 clusters Score -1.591085e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112694 members 
Mstep: Class 2 contains 187321 members 
Entering Unmasked Estep 
Score: -15911216.000000 Penalty: 1147.654419
	Iteration 64Q: 3 clusters Score -1.591122e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109467 members 
Mstep: Class 2 contains 190548 members 
Entering Unmasked Estep 
Score: -15911750.000000 Penalty: 1147.654419
	Iteration 65Q: 3 clusters Score -1.591175e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105634 members 
Mstep: Class 2 contains 194381 members 
Entering Unmasked Estep 
Score: -15912477.000000 Penalty: 1147.654419
	Iteration 66Q: 3 clusters Score -1.591248e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101408 members 
Mstep: Class 2 contains 198607 members 
Entering Unmasked Estep 
Score: -15913240.000000 Penalty: 1147.654419
	Iteration 67Q: 3 clusters Score -1.591324e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 203106 members 
Entering Unmasked Estep 
Score: -15913988.000000 Penalty: 1147.654419
	Iteration 68Q: 3 clusters Score -1.591399e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92116 members 
Mstep: Class 2 contains 207899 members 
Entering Unmasked Estep 
Score: -15915010.000000 Penalty: 1147.654419
	Iteration 69Q: 3 clusters Score -1.591501e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86890 members 
Mstep: Class 2 contains 213125 members 
Entering Unmasked Estep 
Score: -15916083.000000 Penalty: 1147.654419
	Iteration 70Q: 3 clusters Score -1.591608e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81484 members 
Mstep: Class 2 contains 218531 members 
Entering Unmasked Estep 
Score: -15917253.000000 Penalty: 1147.654419
	Iteration 71Q: 3 clusters Score -1.591725e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 223956 members 
Entering Unmasked Estep 
Score: -15918308.000000 Penalty: 1147.654419
	Iteration 72Q: 3 clusters Score -1.591831e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70813 members 
Mstep: Class 2 contains 229202 members 
Entering Unmasked Estep 
Score: -15919345.000000 Penalty: 1147.654419
	Iteration 73Q: 3 clusters Score -1.591934e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 234263 members 
Entering Unmasked Estep 
Score: -15920377.000000 Penalty: 1147.654419
	Iteration 74Q: 3 clusters Score -1.592038e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 239292 members 
Entering Unmasked Estep 
Score: -15921685.000000 Penalty: 1147.654419
	Iteration 75Q: 3 clusters Score -1.592168e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 244269 members 
Entering Unmasked Estep 
Score: -15923055.000000 Penalty: 1147.654419
	Iteration 76Q: 3 clusters Score -1.592306e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 249183 members 
Entering Unmasked Estep 
Score: -15924334.000000 Penalty: 1147.654419
	Iteration 77Q: 3 clusters Score -1.592433e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 254020 members 
Entering Unmasked Estep 
Score: -15925536.000000 Penalty: 1147.654419
	Iteration 78Q: 3 clusters Score -1.592554e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 258643 members 
Entering Unmasked Estep 
Score: -15926969.000000 Penalty: 1147.654419
	Iteration 79Q: 3 clusters Score -1.592697e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 263074 members 
Entering Unmasked Estep 
Score: -15928340.000000 Penalty: 1147.654419
	Iteration 80F: 3 clusters Score -1.592834e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 267352 members 
Entering Unmasked Estep 
Score: -15930460.000000 Penalty: 1147.654419
	Iteration 81Q: 3 clusters Score -1.593046e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 271391 members 
Entering Unmasked Estep 
Score: -15932610.000000 Penalty: 1147.654419
	Iteration 82Q: 3 clusters Score -1.593261e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 275172 members 
Entering Unmasked Estep 
Score: -15934339.000000 Penalty: 1147.654419
	Iteration 83Q: 3 clusters Score -1.593434e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 278756 members 
Entering Unmasked Estep 
Score: -15935436.000000 Penalty: 1147.654419
	Iteration 84Q: 3 clusters Score -1.593544e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 282061 members 
Entering Unmasked Estep 
Score: -15936349.000000 Penalty: 1147.654419
	Iteration 85Q: 3 clusters Score -1.593635e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 285075 members 
Entering Unmasked Estep 
Score: -15936916.000000 Penalty: 1147.654419
	Iteration 86Q: 3 clusters Score -1.593692e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 287748 members 
Entering Unmasked Estep 
Score: -15937489.000000 Penalty: 1147.654419
	Iteration 87Q: 3 clusters Score -1.593749e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 290049 members 
Entering Unmasked Estep 
Score: -15937840.000000 Penalty: 1147.654419
	Iteration 88Q: 3 clusters Score -1.593784e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 292072 members 
Entering Unmasked Estep 
Score: -15938180.000000 Penalty: 1147.654419
	Iteration 89Q: 3 clusters Score -1.593818e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 293755 members 
Entering Unmasked Estep 
Score: -15938458.000000 Penalty: 1147.654419
	Iteration 90Q: 3 clusters Score -1.593846e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 295134 members 
Entering Unmasked Estep 
Score: -15938839.000000 Penalty: 1147.654419
	Iteration 91Q: 3 clusters Score -1.593884e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 296253 members 
Entering Unmasked Estep 
Score: -15939098.000000 Penalty: 1147.654419
	Iteration 92Q: 3 clusters Score -1.59391e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 297127 members 
Entering Unmasked Estep 
Score: -15939155.000000 Penalty: 1147.654419
	Iteration 93Q: 3 clusters Score -1.593916e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 297782 members 
Entering Unmasked Estep 
Score: -15939270.000000 Penalty: 1147.654419
	Iteration 94Q: 3 clusters Score -1.593927e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 298259 members 
Entering Unmasked Estep 
Score: -15939350.000000 Penalty: 1147.654419
	Iteration 95Q: 3 clusters Score -1.593935e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 298612 members 
Entering Unmasked Estep 
Score: -15939451.000000 Penalty: 1147.654419
	Iteration 96Q: 3 clusters Score -1.593945e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 298859 members 
Entering Unmasked Estep 
Score: -15939478.000000 Penalty: 1147.654419
	Iteration 97Q: 3 clusters Score -1.593948e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 299017 members 
Entering Unmasked Estep 
Score: -15939550.000000 Penalty: 1147.654419
	Iteration 98Q: 3 clusters Score -1.593955e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 299121 members 
Entering Unmasked Estep 
Score: -15939581.000000 Penalty: 1147.654419
	Iteration 99Q: 3 clusters Score -1.593958e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 299200 members 
Entering Unmasked Estep 
Score: -15939582.000000 Penalty: 1147.654419
	Iteration 100F: 3 clusters Score -1.593958e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 299267 members 
Entering Unmasked Estep 
Score: -15939597.000000 Penalty: 1147.654419
	Iteration 101Q: 3 clusters Score -1.59396e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 299314 members 
Entering Unmasked Estep 
Score: -15939589.000000 Penalty: 1147.654419
	Iteration 102Q: 3 clusters Score -1.593959e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 299365 members 
Entering Unmasked Estep 
Score: -15939603.000000 Penalty: 1147.654419
	Iteration 103Q: 3 clusters Score -1.59396e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 299400 members 
Entering Unmasked Estep 
Score: -15939622.000000 Penalty: 1147.654419
	Iteration 104Q: 3 clusters Score -1.593962e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 299437 members 
Entering Unmasked Estep 
Score: -15939650.000000 Penalty: 1147.654419
	Iteration 105Q: 3 clusters Score -1.593965e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 299468 members 
Entering Unmasked Estep 
Score: -15939638.000000 Penalty: 1147.654419
	Iteration 106Q: 3 clusters Score -1.593964e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 299492 members 
Entering Unmasked Estep 
Score: -15939650.000000 Penalty: 1147.654419
	Iteration 107Q: 3 clusters Score -1.593965e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 299506 members 
Entering Unmasked Estep 
Score: -15939650.000000 Penalty: 1147.654419
	Iteration 108Q: 3 clusters Score -1.593965e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 299521 members 
Entering Unmasked Estep 
Score: -15939645.000000 Penalty: 1147.654419
	Iteration 109Q: 3 clusters Score -1.593964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 299537 members 
Entering Unmasked Estep 
Score: -15939641.000000 Penalty: 1147.654419
	Iteration 110Q: 3 clusters Score -1.593964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 299545 members 
Entering Unmasked Estep 
Score: -15939646.000000 Penalty: 1147.654419
	Iteration 111Q: 3 clusters Score -1.593965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 299552 members 
Entering Unmasked Estep 
Score: -15939640.000000 Penalty: 1147.654419
	Iteration 112Q: 3 clusters Score -1.593964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 299562 members 
Entering Unmasked Estep 
Score: -15939661.000000 Penalty: 1147.654419
	Iteration 113Q: 3 clusters Score -1.593966e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 299578 members 
Entering Unmasked Estep 
Score: -15939673.000000 Penalty: 1147.654419
	Iteration 114Q: 3 clusters Score -1.593967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 299588 members 
Entering Unmasked Estep 
Score: -15939666.000000 Penalty: 1147.654419
	Iteration 115Q: 3 clusters Score -1.593967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 299594 members 
Entering Unmasked Estep 
Score: -15939689.000000 Penalty: 1147.654419
	Iteration 116Q: 3 clusters Score -1.593969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 299600 members 
Entering Unmasked Estep 
Score: -15939681.000000 Penalty: 1147.654419
	Iteration 117Q: 3 clusters Score -1.593968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 299609 members 
Entering Unmasked Estep 
Score: -15939686.000000 Penalty: 1147.654419
	Iteration 118Q: 3 clusters Score -1.593969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 299616 members 
Entering Unmasked Estep 
Score: -15939689.000000 Penalty: 1147.654419
	Iteration 119Q: 3 clusters Score -1.593969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 299618 members 
Entering Unmasked Estep 
Score: -15939692.000000 Penalty: 1147.654419
	Iteration 120F: 3 clusters Score -1.593969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 299619 members 
Entering Unmasked Estep 
Score: -15939692.000000 Penalty: 1147.654419
	Iteration 121Q: 3 clusters Score -1.593969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 299623 members 
Entering Unmasked Estep 
Score: -15939688.000000 Penalty: 1147.654419
	Iteration 122Q: 3 clusters Score -1.593969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 299629 members 
Entering Unmasked Estep 
Score: -15939690.000000 Penalty: 1147.654419
	Iteration 123Q: 3 clusters Score -1.593969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 299631 members 
Entering Unmasked Estep 
Score: -15939692.000000 Penalty: 1147.654419
	Iteration 124Q: 3 clusters Score -1.593969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 299632 members 
Entering Unmasked Estep 
Score: -15939699.000000 Penalty: 1147.654419
	Iteration 125Q: 3 clusters Score -1.59397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 299631 members 
Entering Unmasked Estep 
Score: -15939698.000000 Penalty: 1147.654419
	Iteration 126Q: 3 clusters Score -1.59397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 299630 members 
Entering Unmasked Estep 
Score: -15939689.000000 Penalty: 1147.654419
	Iteration 127Q: 3 clusters Score -1.593969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 299633 members 
Entering Unmasked Estep 
Score: -15939703.000000 Penalty: 1147.654419
	Iteration 128Q: 3 clusters Score -1.59397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 299633 members 
Entering Unmasked Estep 
Score: -15939689.000000 Penalty: 1147.654419
	Iteration 129Q: 3 clusters Score -1.593969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 299637 members 
Entering Unmasked Estep 
Score: -15939691.000000 Penalty: 1147.654419
	Iteration 130Q: 3 clusters Score -1.593969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 299640 members 
Entering Unmasked Estep 
Score: -15939705.000000 Penalty: 1147.654419
	Iteration 131Q: 3 clusters Score -1.59397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 299639 members 
Entering Unmasked Estep 
Score: -15939704.000000 Penalty: 1147.654419
	Iteration 132Q: 3 clusters Score -1.59397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 299634 members 
Entering Unmasked Estep 
Score: -15939704.000000 Penalty: 1147.654419
	Iteration 133Q: 3 clusters Score -1.59397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 299634 members 
Entering Unmasked Estep 
Score: -15939698.000000 Penalty: 1147.654419
	Iteration 134Q: 3 clusters Score -1.59397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 299634 members 
Entering Unmasked Estep 
Score: -15939697.000000 Penalty: 1147.654419
	Iteration 135Q: 3 clusters Score -1.59397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 299635 members 
Entering Unmasked Estep 
Score: -15939702.000000 Penalty: 1147.654419
	Iteration 136Q: 3 clusters Score -1.59397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 299638 members 
Entering Unmasked Estep 
Score: -15939699.000000 Penalty: 1147.654419
	Iteration 137Q: 3 clusters Score -1.59397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 299640 members 
Entering Unmasked Estep 
Score: -15939696.000000 Penalty: 1147.654419
	Iteration 138Q: 3 clusters Score -1.59397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 299639 members 
Entering Unmasked Estep 
Score: -15939704.000000 Penalty: 1147.654419
	Iteration 139Q: 3 clusters Score -1.59397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 299641 members 
Entering Unmasked Estep 
Score: -15939704.000000 Penalty: 1147.654419
	Iteration 140F: 3 clusters Score -1.59397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 299644 members 
Entering Unmasked Estep 
Score: -15939709.000000 Penalty: 1147.654419
	Iteration 141Q: 3 clusters Score -1.593971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 299645 members 
Entering Unmasked Estep 
Score: -15939707.000000 Penalty: 1147.654419
	Iteration 142Q: 3 clusters Score -1.593971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 299645 members 
Entering Unmasked Estep 
Score: -15939710.000000 Penalty: 1147.654419
	Iteration 143Q: 3 clusters Score -1.593971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 299645 members 
Entering Unmasked Estep 
Score: -15939710.000000 Penalty: 1147.654419
	Iteration 144F: 3 clusters Score -1.593971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -12962.047852 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -12962.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12624.448242 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -12624.45 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12695.834961 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -12695.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12735.894531 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -12735.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12771.366211 Penalty: 508.439636
	Iteration 3F: 3 clusters Score -12771.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -12789.755859 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -12789.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12793.383789 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -12793.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12793.383789 Penalty: 508.439636
	Iteration 6F: 3 clusters Score -12793.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6282.841797 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6282.842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6067.746582 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6067.747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6155.022461 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6155.022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6170.737793 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -6170.738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6183.359863 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -6183.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6186.498047 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -6186.498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6297.202637 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -6297.203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6301.759766 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -6301.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6307.233887 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -6307.234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6320.900391 Penalty: 448.380096
	Iteration 8Q: 3 clusters Score -6320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6323.574219 Penalty: 448.380096
	Iteration 9Q: 3 clusters Score -6323.574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6330.516113 Penalty: 448.380096
	Iteration 10Q: 3 clusters Score -6330.516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6333.882812 Penalty: 448.380096
	Iteration 11Q: 3 clusters Score -6333.883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6335.888184 Penalty: 448.380096
	Iteration 12Q: 3 clusters Score -6335.888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6335.888184 Penalty: 448.380096
	Iteration 13F: 3 clusters Score -6335.888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4659 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2447 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 18409 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9626 members 
Mstep: Class 15 contains 9017 members 
Mstep: Class 16 contains 41278 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 30276 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75422 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10220 members 
Mstep: Class 34 contains 1930 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300015 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 35 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 103 members 
Entering Unmasked Estep 
Score: -27456434.000000 Penalty: 26406.333984
Splitting cluster 40 changes total score from -27456706.000000 to -27456434.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -14179.233398 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -14179.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13816.569336 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -13816.57 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13899.430664 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -13899.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13936.485352 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -13936.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13972.466797 Penalty: 522.613281
	Iteration 3F: 3 clusters Score -13972.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13985.480469 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -13985.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13993.464844 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -13993.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14001.808594 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -14001.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14002.334961 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -14002.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14002.334961 Penalty: 522.613281
	Iteration 8F: 3 clusters Score -14002.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8292.327148 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -8292.327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8029.483887 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -8029.484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8106.534180 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -8106.534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8164.979004 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -8164.979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8211.314453 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -8211.314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8219.376953 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -8219.377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8225.184570 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -8225.185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8226.040039 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -8226.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8226.040039 Penalty: 485.277405
	Iteration 7F: 3 clusters Score -8226.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -17475.082031 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -17475.08 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 198 members 
Entering Unmasked Estep 
Score: -17055.791016 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -17055.79 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17179.925781 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -17179.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17207.416016 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -17207.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17225.931641 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -17225.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17248.775391 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -17248.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17271.949219 Penalty: 542.919373
	Iteration 5F: 3 clusters Score -17271.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17284.406250 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -17284.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17289.724609 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -17289.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17294.511719 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -17294.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17295.859375 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -17295.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17296.646484 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -17296.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17297.992188 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -17297.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17299.326172 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -17299.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17299.326172 Penalty: 542.919373
	Iteration 13F: 3 clusters Score -17299.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4659 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2447 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 18409 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9626 members 
Mstep: Class 15 contains 9017 members 
Mstep: Class 16 contains 41278 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 30276 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75422 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10220 members 
Mstep: Class 34 contains 1930 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300015 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456760.000000 Penalty: 25806.189453
Iteration 279Q: 44 clusters Score -2.745676e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4657 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 6570 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 18311 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 41286 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 30320 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75437 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10241 members 
Mstep: Class 34 contains 1930 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300025 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456788.000000 Penalty: 25806.189453
Iteration 280F: 44 clusters Score -2.745679e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4657 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 6564 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 18217 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9612 members 
Mstep: Class 15 contains 9049 members 
Mstep: Class 16 contains 41292 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 30354 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75454 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10255 members 
Mstep: Class 34 contains 1933 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456758.000000 Penalty: 25806.189453
Iteration 281Q: 44 clusters Score -2.745676e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 6559 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 18116 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9606 members 
Mstep: Class 15 contains 9066 members 
Mstep: Class 16 contains 41307 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6208 members 
Mstep: Class 23 contains 30384 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75459 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10276 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300052 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456858.000000 Penalty: 25806.189453
Iteration 282Q: 44 clusters Score -2.745686e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4656 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 6553 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 18000 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9608 members 
Mstep: Class 15 contains 9086 members 
Mstep: Class 16 contains 41319 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 30420 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75478 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10291 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300070 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456830.000000 Penalty: 25806.189453
Iteration 283Q: 44 clusters Score -2.745683e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 6543 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 17883 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 9618 members 
Mstep: Class 15 contains 9102 members 
Mstep: Class 16 contains 41319 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 30469 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75499 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10304 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300088 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456906.000000 Penalty: 25806.189453
Iteration 284Q: 44 clusters Score -2.745691e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 6535 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 17779 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9625 members 
Mstep: Class 15 contains 9115 members 
Mstep: Class 16 contains 41321 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 30514 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75519 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10313 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300104 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456870.000000 Penalty: 25806.189453
Iteration 285Q: 44 clusters Score -2.745687e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4656 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2465 members 
Mstep: Class 6 contains 6526 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 17677 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9623 members 
Mstep: Class 15 contains 9132 members 
Mstep: Class 16 contains 41328 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 137 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 30553 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75532 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10322 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300127 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456892.000000 Penalty: 25806.189453
Iteration 286Q: 44 clusters Score -2.745689e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4656 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2468 members 
Mstep: Class 6 contains 6519 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 17580 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9618 members 
Mstep: Class 15 contains 9150 members 
Mstep: Class 16 contains 41339 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 30580 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75553 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10330 members 
Mstep: Class 34 contains 1939 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300147 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456952.000000 Penalty: 25806.189453
Iteration 287Q: 44 clusters Score -2.745695e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4656 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2470 members 
Mstep: Class 6 contains 6518 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 17503 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 9169 members 
Mstep: Class 16 contains 41344 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6207 members 
Mstep: Class 23 contains 30609 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75572 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10339 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300144 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456916.000000 Penalty: 25806.189453
Iteration 288Q: 44 clusters Score -2.745692e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4656 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2474 members 
Mstep: Class 6 contains 6515 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 17404 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 9186 members 
Mstep: Class 16 contains 41350 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6207 members 
Mstep: Class 23 contains 30640 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75590 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10348 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300164 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456886.000000 Penalty: 25806.189453
Iteration 289Q: 44 clusters Score -2.745689e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2478 members 
Mstep: Class 6 contains 6513 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 17321 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9611 members 
Mstep: Class 15 contains 9211 members 
Mstep: Class 16 contains 41358 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6207 members 
Mstep: Class 23 contains 30664 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75627 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10356 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300145 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456914.000000 Penalty: 25806.189453
Iteration 290Q: 44 clusters Score -2.745691e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4654 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2479 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 17233 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9598 members 
Mstep: Class 15 contains 9229 members 
Mstep: Class 16 contains 41361 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6207 members 
Mstep: Class 23 contains 30687 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75650 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10360 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300170 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456914.000000 Penalty: 25806.189453
Iteration 291Q: 44 clusters Score -2.745691e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2480 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 17156 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9567 members 
Mstep: Class 15 contains 9250 members 
Mstep: Class 16 contains 41366 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6208 members 
Mstep: Class 23 contains 30711 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75678 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10362 members 
Mstep: Class 34 contains 1942 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300181 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456910.000000 Penalty: 25806.189453
Iteration 292Q: 44 clusters Score -2.745691e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4656 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2482 members 
Mstep: Class 6 contains 6538 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 17076 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9550 members 
Mstep: Class 15 contains 9271 members 
Mstep: Class 16 contains 41377 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6210 members 
Mstep: Class 23 contains 30738 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75693 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10371 members 
Mstep: Class 34 contains 1941 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300182 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456950.000000 Penalty: 25806.189453
Iteration 293Q: 44 clusters Score -2.745695e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2482 members 
Mstep: Class 6 contains 6546 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16999 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9527 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 41389 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6212 members 
Mstep: Class 23 contains 30757 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75711 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10382 members 
Mstep: Class 34 contains 1941 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300193 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457048.000000 Penalty: 25806.189453
Iteration 294Q: 44 clusters Score -2.745705e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4654 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 6559 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16933 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9501 members 
Mstep: Class 15 contains 9314 members 
Mstep: Class 16 contains 41395 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6213 members 
Mstep: Class 23 contains 30784 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75725 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10389 members 
Mstep: Class 34 contains 1941 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300194 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457044.000000 Penalty: 25806.189453
Iteration 295Q: 44 clusters Score -2.745704e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4654 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2486 members 
Mstep: Class 6 contains 6560 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16875 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9485 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 41406 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6215 members 
Mstep: Class 23 contains 30816 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75735 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10393 members 
Mstep: Class 34 contains 1941 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300179 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457016.000000 Penalty: 25806.189453
Iteration 296Q: 44 clusters Score -2.745702e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4652 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2485 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16821 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9465 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 41416 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6215 members 
Mstep: Class 23 contains 30842 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75741 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10395 members 
Mstep: Class 34 contains 1942 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300187 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456972.000000 Penalty: 25806.189453
Iteration 297Q: 44 clusters Score -2.745697e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4650 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 6578 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16773 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9450 members 
Mstep: Class 15 contains 9366 members 
Mstep: Class 16 contains 41415 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6216 members 
Mstep: Class 23 contains 30871 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75742 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10401 members 
Mstep: Class 34 contains 1942 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300198 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456952.000000 Penalty: 25806.189453
Iteration 298Q: 44 clusters Score -2.745695e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16720 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9434 members 
Mstep: Class 15 contains 9381 members 
Mstep: Class 16 contains 41415 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6215 members 
Mstep: Class 23 contains 30897 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75755 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10409 members 
Mstep: Class 34 contains 1942 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300203 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456944.000000 Penalty: 25806.189453
Iteration 299Q: 44 clusters Score -2.745694e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 6589 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16668 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9419 members 
Mstep: Class 15 contains 9399 members 
Mstep: Class 16 contains 41406 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6215 members 
Mstep: Class 23 contains 30930 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75779 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10418 members 
Mstep: Class 34 contains 1944 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300186 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456970.000000 Penalty: 25806.189453
Iteration 300F: 44 clusters Score -2.745697e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 6594 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16605 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9411 members 
Mstep: Class 15 contains 9419 members 
Mstep: Class 16 contains 41408 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6214 members 
Mstep: Class 23 contains 30960 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75790 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10424 members 
Mstep: Class 34 contains 1946 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300182 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457006.000000 Penalty: 25806.189453
Iteration 301Q: 44 clusters Score -2.745701e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16544 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 9439 members 
Mstep: Class 16 contains 41400 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6215 members 
Mstep: Class 23 contains 30992 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75813 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10428 members 
Mstep: Class 34 contains 1947 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300178 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457066.000000 Penalty: 25806.189453
Iteration 302Q: 44 clusters Score -2.745707e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2486 members 
Mstep: Class 6 contains 6598 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16476 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 9457 members 
Mstep: Class 16 contains 41386 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6215 members 
Mstep: Class 23 contains 31018 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75839 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10432 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300176 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457090.000000 Penalty: 25806.189453
Iteration 303Q: 44 clusters Score -2.745709e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4650 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 6597 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16420 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9400 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 41372 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6216 members 
Mstep: Class 23 contains 31043 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75858 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10438 members 
Mstep: Class 34 contains 1954 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300180 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457090.000000 Penalty: 25806.189453
Iteration 304Q: 44 clusters Score -2.745709e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4651 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2485 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16369 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 9404 members 
Mstep: Class 15 contains 9487 members 
Mstep: Class 16 contains 41363 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6214 members 
Mstep: Class 23 contains 31065 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75882 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10443 members 
Mstep: Class 34 contains 1961 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300164 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457118.000000 Penalty: 25806.189453
Iteration 305Q: 44 clusters Score -2.745712e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4651 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 6598 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16322 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 9413 members 
Mstep: Class 15 contains 9502 members 
Mstep: Class 16 contains 41367 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6212 members 
Mstep: Class 23 contains 31082 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75903 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10454 members 
Mstep: Class 34 contains 1962 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300137 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457156.000000 Penalty: 25806.189453
Iteration 306Q: 44 clusters Score -2.745716e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4651 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 6597 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16280 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 9514 members 
Mstep: Class 16 contains 41373 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 31100 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75921 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10465 members 
Mstep: Class 34 contains 1962 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300110 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457194.000000 Penalty: 25806.189453
Iteration 307Q: 44 clusters Score -2.745719e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4650 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16247 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 9411 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 41382 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 31113 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75929 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10475 members 
Mstep: Class 34 contains 1963 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300095 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457226.000000 Penalty: 25806.189453
Iteration 308Q: 44 clusters Score -2.745723e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4652 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 6600 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16226 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 9410 members 
Mstep: Class 15 contains 9537 members 
Mstep: Class 16 contains 41382 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6207 members 
Mstep: Class 23 contains 31121 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75934 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10482 members 
Mstep: Class 34 contains 1963 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300088 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457226.000000 Penalty: 25806.189453
Iteration 309Q: 44 clusters Score -2.745723e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4652 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2480 members 
Mstep: Class 6 contains 6601 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16192 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 9410 members 
Mstep: Class 15 contains 9552 members 
Mstep: Class 16 contains 41388 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 31130 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75941 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10486 members 
Mstep: Class 34 contains 1964 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300084 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457254.000000 Penalty: 25806.189453
Iteration 310Q: 44 clusters Score -2.745725e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2479 members 
Mstep: Class 6 contains 6600 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16151 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9416 members 
Mstep: Class 15 contains 9563 members 
Mstep: Class 16 contains 41395 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 31139 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75953 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10492 members 
Mstep: Class 34 contains 1965 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300080 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457258.000000 Penalty: 25806.189453
Iteration 311Q: 44 clusters Score -2.745726e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2478 members 
Mstep: Class 6 contains 6601 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16120 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9413 members 
Mstep: Class 15 contains 9575 members 
Mstep: Class 16 contains 41397 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 31141 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75963 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10496 members 
Mstep: Class 34 contains 1968 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300079 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457262.000000 Penalty: 25806.189453
Iteration 312Q: 44 clusters Score -2.745726e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4650 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2477 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16085 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9408 members 
Mstep: Class 15 contains 9591 members 
Mstep: Class 16 contains 41400 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 31144 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75980 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10496 members 
Mstep: Class 34 contains 1972 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300073 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457252.000000 Penalty: 25806.189453
Iteration 313Q: 44 clusters Score -2.745725e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4650 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2477 members 
Mstep: Class 6 contains 6597 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16057 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9405 members 
Mstep: Class 15 contains 9615 members 
Mstep: Class 16 contains 41412 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 31141 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 75993 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10492 members 
Mstep: Class 34 contains 1973 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300066 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457250.000000 Penalty: 25806.189453
Iteration 314Q: 44 clusters Score -2.745725e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4650 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2474 members 
Mstep: Class 6 contains 6597 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 16005 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9411 members 
Mstep: Class 15 contains 9641 members 
Mstep: Class 16 contains 41418 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 31141 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76000 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10491 members 
Mstep: Class 34 contains 1975 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300075 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457238.000000 Penalty: 25806.189453
Iteration 315Q: 44 clusters Score -2.745724e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4650 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2470 members 
Mstep: Class 6 contains 6600 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9411 members 
Mstep: Class 15 contains 9661 members 
Mstep: Class 16 contains 41425 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6205 members 
Mstep: Class 23 contains 31141 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76012 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10490 members 
Mstep: Class 34 contains 1977 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300080 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457194.000000 Penalty: 25806.189453
Iteration 316Q: 44 clusters Score -2.745719e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4652 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2468 members 
Mstep: Class 6 contains 6601 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15917 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9413 members 
Mstep: Class 15 contains 9690 members 
Mstep: Class 16 contains 41429 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6204 members 
Mstep: Class 23 contains 31143 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76021 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10492 members 
Mstep: Class 34 contains 1981 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300072 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457142.000000 Penalty: 25806.189453
Iteration 317Q: 44 clusters Score -2.745714e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4652 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 6601 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15867 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9425 members 
Mstep: Class 15 contains 9731 members 
Mstep: Class 16 contains 41440 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 31142 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76037 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10496 members 
Mstep: Class 34 contains 1984 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300038 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457206.000000 Penalty: 25806.189453
Iteration 318Q: 44 clusters Score -2.745721e+07 nChanged 183
Entering ConstructFrom: 
Score: -27457206.000000 Penalty: 25806.189453
Entering ConstructFrom: 
Trying to split cluster 1 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -6442.980957 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -6442.981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6172.367188 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -6172.367 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6240.440430 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -6240.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6257.225586 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -6257.226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6266.945801 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -6266.946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6270.993652 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -6270.994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6271.403320 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -6271.403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6276.020020 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -6276.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6277.829590 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -6277.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6277.829590 Penalty: 475.542938
	Iteration 8F: 3 clusters Score -6277.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Entering Unmasked Estep 
Score: -260226.828125 Penalty: 384.249878
	Iteration 0F: 2 clusters Score -260226.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -257053.156250 Penalty: 768.499756
	Iteration 0F: 3 clusters Score -257053.2 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -258219.640625 Penalty: 768.499756
	Iteration 1F: 3 clusters Score -258219.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -258333.859375 Penalty: 768.499756
	Iteration 2F: 3 clusters Score -258333.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -258451.343750 Penalty: 768.499756
	Iteration 3F: 3 clusters Score -258451.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -258606.656250 Penalty: 768.499756
	Iteration 4F: 3 clusters Score -258606.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -258800.625000 Penalty: 768.499756
	Iteration 5F: 3 clusters Score -258800.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -259023.390625 Penalty: 768.499756
	Iteration 6F: 3 clusters Score -259023.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -259263.578125 Penalty: 768.499756
	Iteration 7F: 3 clusters Score -259263.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -259460.906250 Penalty: 768.499756
	Iteration 8F: 3 clusters Score -259460.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -259597.671875 Penalty: 768.499756
	Iteration 9Q: 3 clusters Score -259597.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -259683.375000 Penalty: 768.499756
	Iteration 10Q: 3 clusters Score -259683.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -259768.921875 Penalty: 768.499756
	Iteration 11Q: 3 clusters Score -259768.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -259849.046875 Penalty: 768.499756
	Iteration 12Q: 3 clusters Score -259849 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -259905.250000 Penalty: 768.499756
	Iteration 13Q: 3 clusters Score -259905.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -259944.296875 Penalty: 768.499756
	Iteration 14Q: 3 clusters Score -259944.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -259960.453125 Penalty: 768.499756
	Iteration 15Q: 3 clusters Score -259960.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -259972.890625 Penalty: 768.499756
	Iteration 16Q: 3 clusters Score -259972.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -259980.031250 Penalty: 768.499756
	Iteration 17Q: 3 clusters Score -259980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -259982.265625 Penalty: 768.499756
	Iteration 18Q: 3 clusters Score -259982.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -259984.437500 Penalty: 768.499756
	Iteration 19Q: 3 clusters Score -259984.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -259986.468750 Penalty: 768.499756
	Iteration 20F: 3 clusters Score -259986.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -259989.796875 Penalty: 768.499756
	Iteration 21Q: 3 clusters Score -259989.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -259991.359375 Penalty: 768.499756
	Iteration 22Q: 3 clusters Score -259991.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -259992.046875 Penalty: 768.499756
	Iteration 23Q: 3 clusters Score -259992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -259993.031250 Penalty: 768.499756
	Iteration 24Q: 3 clusters Score -259993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -259993.421875 Penalty: 768.499756
	Iteration 25Q: 3 clusters Score -259993.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -259993.453125 Penalty: 768.499756
	Iteration 26Q: 3 clusters Score -259993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -259994.000000 Penalty: 768.499756
	Iteration 27Q: 3 clusters Score -259994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -259994.468750 Penalty: 768.499756
	Iteration 28Q: 3 clusters Score -259994.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -259995.000000 Penalty: 768.499756
	Iteration 29Q: 3 clusters Score -259995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -259995.140625 Penalty: 768.499756
	Iteration 30Q: 3 clusters Score -259995.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -259995.140625 Penalty: 768.499756
	Iteration 31F: 3 clusters Score -259995.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -40799.093750 Penalty: 301.575867
	Iteration 0F: 2 clusters Score -40799.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40133.015625 Penalty: 603.151733
	Iteration 0F: 3 clusters Score -40133.02 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40277.371094 Penalty: 603.151733
	Iteration 1F: 3 clusters Score -40277.37 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -40308.957031 Penalty: 603.151733
	Iteration 2F: 3 clusters Score -40308.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -40330.550781 Penalty: 603.151733
	Iteration 3Q: 3 clusters Score -40330.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -40348.144531 Penalty: 603.151733
	Iteration 4Q: 3 clusters Score -40348.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -40363.355469 Penalty: 603.151733
	Iteration 5Q: 3 clusters Score -40363.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -40377.523438 Penalty: 603.151733
	Iteration 6Q: 3 clusters Score -40377.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40388.902344 Penalty: 603.151733
	Iteration 7Q: 3 clusters Score -40388.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -40399.964844 Penalty: 603.151733
	Iteration 8Q: 3 clusters Score -40399.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -40408.925781 Penalty: 603.151733
	Iteration 9Q: 3 clusters Score -40408.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40414.347656 Penalty: 603.151733
	Iteration 10Q: 3 clusters Score -40414.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -40416.207031 Penalty: 603.151733
	Iteration 11Q: 3 clusters Score -40416.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40417.152344 Penalty: 603.151733
	Iteration 12Q: 3 clusters Score -40417.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40418.046875 Penalty: 603.151733
	Iteration 13Q: 3 clusters Score -40418.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -40419.492188 Penalty: 603.151733
	Iteration 14Q: 3 clusters Score -40419.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -40420.945312 Penalty: 603.151733
	Iteration 15Q: 3 clusters Score -40420.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40424.101562 Penalty: 603.151733
	Iteration 16Q: 3 clusters Score -40424.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -40426.261719 Penalty: 603.151733
	Iteration 17Q: 3 clusters Score -40426.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -40429.625000 Penalty: 603.151733
	Iteration 18Q: 3 clusters Score -40429.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -40439.718750 Penalty: 603.151733
	Iteration 19Q: 3 clusters Score -40439.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40450.753906 Penalty: 603.151733
	Iteration 20F: 3 clusters Score -40450.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -40459.000000 Penalty: 603.151733
	Iteration 21Q: 3 clusters Score -40459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40466.082031 Penalty: 603.151733
	Iteration 22Q: 3 clusters Score -40466.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40473.203125 Penalty: 603.151733
	Iteration 23Q: 3 clusters Score -40473.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40487.378906 Penalty: 603.151733
	Iteration 24Q: 3 clusters Score -40487.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -40495.093750 Penalty: 603.151733
	Iteration 25Q: 3 clusters Score -40495.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -40502.253906 Penalty: 603.151733
	Iteration 26Q: 3 clusters Score -40502.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40506.101562 Penalty: 603.151733
	Iteration 27Q: 3 clusters Score -40506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40506.660156 Penalty: 603.151733
	Iteration 28Q: 3 clusters Score -40506.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40507.019531 Penalty: 603.151733
	Iteration 29Q: 3 clusters Score -40507.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40507.019531 Penalty: 603.151733
	Iteration 30F: 3 clusters Score -40507.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -21436.439453 Penalty: 281.096466
	Iteration 0F: 2 clusters Score -21436.44 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 244 members 
Entering Unmasked Estep 
Score: -20941.183594 Penalty: 562.192932
	Iteration 0F: 3 clusters Score -20941.18 nChanged 186
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: -21094.707031 Penalty: 562.192932
	Iteration 1F: 3 clusters Score -21094.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21144.728516 Penalty: 562.192932
	Iteration 2F: 3 clusters Score -21144.73 nChanged 39
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: -21196.257812 Penalty: 562.192932
	Iteration 3F: 3 clusters Score -21196.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21231.333984 Penalty: 562.192932
	Iteration 4F: 3 clusters Score -21231.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21255.142578 Penalty: 562.192932
	Iteration 5Q: 3 clusters Score -21255.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21301.027344 Penalty: 562.192932
	Iteration 6Q: 3 clusters Score -21301.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21332.048828 Penalty: 562.192932
	Iteration 7Q: 3 clusters Score -21332.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21344.537109 Penalty: 562.192932
	Iteration 8Q: 3 clusters Score -21344.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21353.107422 Penalty: 562.192932
	Iteration 9Q: 3 clusters Score -21353.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21364.744141 Penalty: 562.192932
	Iteration 10Q: 3 clusters Score -21364.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21369.859375 Penalty: 562.192932
	Iteration 11Q: 3 clusters Score -21369.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21373.375000 Penalty: 562.192932
	Iteration 12Q: 3 clusters Score -21373.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21375.869141 Penalty: 562.192932
	Iteration 13Q: 3 clusters Score -21375.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21377.791016 Penalty: 562.192932
	Iteration 14Q: 3 clusters Score -21377.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21382.841797 Penalty: 562.192932
	Iteration 15Q: 3 clusters Score -21382.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21384.000000 Penalty: 562.192932
	Iteration 16Q: 3 clusters Score -21384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21384.000000 Penalty: 562.192932
	Iteration 17F: 3 clusters Score -21384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Entering Unmasked Estep 
Score: -124941.671875 Penalty: 355.371063
	Iteration 0F: 2 clusters Score -124941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -123199.718750 Penalty: 710.742126
	Iteration 0F: 3 clusters Score -123199.7 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -123780.375000 Penalty: 710.742126
	Iteration 1F: 3 clusters Score -123780.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -123874.890625 Penalty: 710.742126
	Iteration 2F: 3 clusters Score -123874.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -123984.242188 Penalty: 710.742126
	Iteration 3F: 3 clusters Score -123984.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -124099.773438 Penalty: 710.742126
	Iteration 4F: 3 clusters Score -124099.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -124178.015625 Penalty: 710.742126
	Iteration 5Q: 3 clusters Score -124178 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -124237.929688 Penalty: 710.742126
	Iteration 6Q: 3 clusters Score -124237.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -124294.945312 Penalty: 710.742126
	Iteration 7Q: 3 clusters Score -124294.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -124345.117188 Penalty: 710.742126
	Iteration 8Q: 3 clusters Score -124345.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -124379.484375 Penalty: 710.742126
	Iteration 9Q: 3 clusters Score -124379.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -124407.210938 Penalty: 710.742126
	Iteration 10Q: 3 clusters Score -124407.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -124430.320312 Penalty: 710.742126
	Iteration 11Q: 3 clusters Score -124430.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -124454.039062 Penalty: 710.742126
	Iteration 12Q: 3 clusters Score -124454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -124476.710938 Penalty: 710.742126
	Iteration 13Q: 3 clusters Score -124476.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -124492.015625 Penalty: 710.742126
	Iteration 14Q: 3 clusters Score -124492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -124500.562500 Penalty: 710.742126
	Iteration 15Q: 3 clusters Score -124500.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -124508.523438 Penalty: 710.742126
	Iteration 16Q: 3 clusters Score -124508.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -124515.070312 Penalty: 710.742126
	Iteration 17Q: 3 clusters Score -124515.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -124522.203125 Penalty: 710.742126
	Iteration 18Q: 3 clusters Score -124522.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -124525.101562 Penalty: 710.742126
	Iteration 19Q: 3 clusters Score -124525.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -124526.882812 Penalty: 710.742126
	Iteration 20F: 3 clusters Score -124526.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -124528.562500 Penalty: 710.742126
	Iteration 21Q: 3 clusters Score -124528.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -124530.875000 Penalty: 710.742126
	Iteration 22Q: 3 clusters Score -124530.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -124531.882812 Penalty: 710.742126
	Iteration 23Q: 3 clusters Score -124531.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -124533.312500 Penalty: 710.742126
	Iteration 24Q: 3 clusters Score -124533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -124534.000000 Penalty: 710.742126
	Iteration 25Q: 3 clusters Score -124534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -124535.015625 Penalty: 710.742126
	Iteration 26Q: 3 clusters Score -124535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -124536.007812 Penalty: 710.742126
	Iteration 27Q: 3 clusters Score -124536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -124536.421875 Penalty: 710.742126
	Iteration 28Q: 3 clusters Score -124536.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -124537.820312 Penalty: 710.742126
	Iteration 29Q: 3 clusters Score -124537.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -124539.351562 Penalty: 710.742126
	Iteration 30Q: 3 clusters Score -124539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -124539.718750 Penalty: 710.742126
	Iteration 31Q: 3 clusters Score -124539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -124540.039062 Penalty: 710.742126
	Iteration 32Q: 3 clusters Score -124540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -124540.078125 Penalty: 710.742126
	Iteration 33Q: 3 clusters Score -124540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -124540.101562 Penalty: 710.742126
	Iteration 34Q: 3 clusters Score -124540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -124540.429688 Penalty: 710.742126
	Iteration 35Q: 3 clusters Score -124540.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -124540.429688 Penalty: 710.742126
	Iteration 36F: 3 clusters Score -124540.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Entering Unmasked Estep 
Score: -350191.812500 Penalty: 400.109375
	Iteration 0F: 2 clusters Score -350191.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -345803.531250 Penalty: 800.218750
	Iteration 0F: 3 clusters Score -345803.5 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -347394.843750 Penalty: 800.218750
	Iteration 1F: 3 clusters Score -347394.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -347539.906250 Penalty: 800.218750
	Iteration 2F: 3 clusters Score -347539.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -347740.031250 Penalty: 800.218750
	Iteration 3F: 3 clusters Score -347740 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -348026.781250 Penalty: 800.218750
	Iteration 4F: 3 clusters Score -348026.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -348375.093750 Penalty: 800.218750
	Iteration 5F: 3 clusters Score -348375.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -348748.687500 Penalty: 800.218750
	Iteration 6F: 3 clusters Score -348748.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -349109.437500 Penalty: 800.218750
	Iteration 7F: 3 clusters Score -349109.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -349385.687500 Penalty: 800.218750
	Iteration 8Q: 3 clusters Score -349385.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -349551.531250 Penalty: 800.218750
	Iteration 9Q: 3 clusters Score -349551.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -349670.437500 Penalty: 800.218750
	Iteration 10Q: 3 clusters Score -349670.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -349744.968750 Penalty: 800.218750
	Iteration 11Q: 3 clusters Score -349745 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -349784.156250 Penalty: 800.218750
	Iteration 12Q: 3 clusters Score -349784.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -349810.500000 Penalty: 800.218750
	Iteration 13Q: 3 clusters Score -349810.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -349826.687500 Penalty: 800.218750
	Iteration 14Q: 3 clusters Score -349826.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -349839.343750 Penalty: 800.218750
	Iteration 15Q: 3 clusters Score -349839.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -349852.593750 Penalty: 800.218750
	Iteration 16Q: 3 clusters Score -349852.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -349861.750000 Penalty: 800.218750
	Iteration 17Q: 3 clusters Score -349861.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -349870.062500 Penalty: 800.218750
	Iteration 18Q: 3 clusters Score -349870.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -349881.187500 Penalty: 800.218750
	Iteration 19Q: 3 clusters Score -349881.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -349889.593750 Penalty: 800.218750
	Iteration 20F: 3 clusters Score -349889.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -349903.625000 Penalty: 800.218750
	Iteration 21Q: 3 clusters Score -349903.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -349915.718750 Penalty: 800.218750
	Iteration 22Q: 3 clusters Score -349915.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -349924.687500 Penalty: 800.218750
	Iteration 23Q: 3 clusters Score -349924.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -349930.906250 Penalty: 800.218750
	Iteration 24Q: 3 clusters Score -349930.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -349935.000000 Penalty: 800.218750
	Iteration 25Q: 3 clusters Score -349935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -349939.250000 Penalty: 800.218750
	Iteration 26Q: 3 clusters Score -349939.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -349941.093750 Penalty: 800.218750
	Iteration 27Q: 3 clusters Score -349941.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -349943.812500 Penalty: 800.218750
	Iteration 28Q: 3 clusters Score -349943.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -349944.406250 Penalty: 800.218750
	Iteration 29Q: 3 clusters Score -349944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -349945.437500 Penalty: 800.218750
	Iteration 30Q: 3 clusters Score -349945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -349945.218750 Penalty: 800.218750
	Iteration 31Q: 3 clusters Score -349945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -349944.937500 Penalty: 800.218750
	Iteration 32Q: 3 clusters Score -349944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -349945.562500 Penalty: 800.218750
	Iteration 33Q: 3 clusters Score -349945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -349945.312500 Penalty: 800.218750
	Iteration 34Q: 3 clusters Score -349945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -349945.500000 Penalty: 800.218750
	Iteration 35Q: 3 clusters Score -349945.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -349945.937500 Penalty: 800.218750
	Iteration 36Q: 3 clusters Score -349945.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -349946.375000 Penalty: 800.218750
	Iteration 37Q: 3 clusters Score -349946.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -349946.375000 Penalty: 800.218750
	Iteration 38F: 3 clusters Score -349946.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3702.421143 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3702.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3512.645508 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3512.646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3536.062500 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3536.062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3544.190674 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3544.191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3547.137207 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -3547.137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3547.137207 Penalty: 389.176636
	Iteration 4F: 3 clusters Score -3547.137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -12209.540039 Penalty: 256.867828
	Iteration 0F: 2 clusters Score -12209.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11861.165039 Penalty: 513.735657
	Iteration 0F: 3 clusters Score -11861.17 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11973.754883 Penalty: 513.735657
	Iteration 1F: 3 clusters Score -11973.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12001.616211 Penalty: 513.735657
	Iteration 2F: 3 clusters Score -12001.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12018.477539 Penalty: 513.735657
	Iteration 3Q: 3 clusters Score -12018.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12036.347656 Penalty: 513.735657
	Iteration 4Q: 3 clusters Score -12036.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12037.351562 Penalty: 513.735657
	Iteration 5Q: 3 clusters Score -12037.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12037.351562 Penalty: 513.735657
	Iteration 6F: 3 clusters Score -12037.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Entering Unmasked Estep 
Score: -196614.390625 Penalty: 375.864197
	Iteration 0F: 2 clusters Score -196614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -194025.046875 Penalty: 751.728394
	Iteration 0F: 3 clusters Score -194025 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -195113.750000 Penalty: 751.728394
	Iteration 1F: 3 clusters Score -195113.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -195339.421875 Penalty: 751.728394
	Iteration 2F: 3 clusters Score -195339.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -195563.750000 Penalty: 751.728394
	Iteration 3F: 3 clusters Score -195563.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -195751.296875 Penalty: 751.728394
	Iteration 4F: 3 clusters Score -195751.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -195899.203125 Penalty: 751.728394
	Iteration 5F: 3 clusters Score -195899.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -196012.718750 Penalty: 751.728394
	Iteration 6Q: 3 clusters Score -196012.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -196098.312500 Penalty: 751.728394
	Iteration 7Q: 3 clusters Score -196098.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -196150.406250 Penalty: 751.728394
	Iteration 8Q: 3 clusters Score -196150.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -196187.359375 Penalty: 751.728394
	Iteration 9Q: 3 clusters Score -196187.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -196208.312500 Penalty: 751.728394
	Iteration 10Q: 3 clusters Score -196208.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -196219.250000 Penalty: 751.728394
	Iteration 11Q: 3 clusters Score -196219.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -196226.343750 Penalty: 751.728394
	Iteration 12Q: 3 clusters Score -196226.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -196232.312500 Penalty: 751.728394
	Iteration 13Q: 3 clusters Score -196232.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -196236.562500 Penalty: 751.728394
	Iteration 14Q: 3 clusters Score -196236.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -196240.328125 Penalty: 751.728394
	Iteration 15Q: 3 clusters Score -196240.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -196241.531250 Penalty: 751.728394
	Iteration 16Q: 3 clusters Score -196241.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -196242.140625 Penalty: 751.728394
	Iteration 17Q: 3 clusters Score -196242.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -196243.562500 Penalty: 751.728394
	Iteration 18Q: 3 clusters Score -196243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -196243.765625 Penalty: 751.728394
	Iteration 19Q: 3 clusters Score -196243.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -196244.203125 Penalty: 751.728394
	Iteration 20F: 3 clusters Score -196244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -196244.828125 Penalty: 751.728394
	Iteration 21Q: 3 clusters Score -196244.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -196245.031250 Penalty: 751.728394
	Iteration 22Q: 3 clusters Score -196245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -196244.937500 Penalty: 751.728394
	Iteration 23Q: 3 clusters Score -196244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -196244.718750 Penalty: 751.728394
	Iteration 24Q: 3 clusters Score -196244.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -196244.718750 Penalty: 751.728394
	Iteration 25F: 3 clusters Score -196244.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Entering Unmasked Estep 
Score: -863118.437500 Penalty: 439.946655
	Iteration 0F: 2 clusters Score -863118.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -852643.687500 Penalty: 879.893311
	Iteration 0F: 3 clusters Score -852643.7 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -856850.437500 Penalty: 879.893311
	Iteration 1F: 3 clusters Score -856850.4 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -857259.187500 Penalty: 879.893311
	Iteration 2F: 3 clusters Score -857259.2 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -857871.812500 Penalty: 879.893311
	Iteration 3F: 3 clusters Score -857871.8 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -858825.687500 Penalty: 879.893311
	Iteration 4F: 3 clusters Score -858825.7 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -860272.312500 Penalty: 879.893311
	Iteration 5F: 3 clusters Score -860272.3 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -861706.625000 Penalty: 879.893311
	Iteration 6F: 3 clusters Score -861706.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -862423.062500 Penalty: 879.893311
	Iteration 7Q: 3 clusters Score -862423.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -862640.437500 Penalty: 879.893311
	Iteration 8Q: 3 clusters Score -862640.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -862695.125000 Penalty: 879.893311
	Iteration 9Q: 3 clusters Score -862695.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -862715.875000 Penalty: 879.893311
	Iteration 10Q: 3 clusters Score -862715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -862724.000000 Penalty: 879.893311
	Iteration 11Q: 3 clusters Score -862724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -862733.375000 Penalty: 879.893311
	Iteration 12Q: 3 clusters Score -862733.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -862741.562500 Penalty: 879.893311
	Iteration 13Q: 3 clusters Score -862741.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -862741.562500 Penalty: 879.893311
	Iteration 14F: 3 clusters Score -862741.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -27184.882812 Penalty: 286.685760
	Iteration 0F: 2 clusters Score -27184.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -26672.699219 Penalty: 573.371521
	Iteration 0F: 3 clusters Score -26672.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -26772.853516 Penalty: 573.371521
	Iteration 1F: 3 clusters Score -26772.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26801.304688 Penalty: 573.371521
	Iteration 2F: 3 clusters Score -26801.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26822.494141 Penalty: 573.371521
	Iteration 3Q: 3 clusters Score -26822.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26841.583984 Penalty: 573.371521
	Iteration 4Q: 3 clusters Score -26841.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26854.167969 Penalty: 573.371521
	Iteration 5Q: 3 clusters Score -26854.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26860.904297 Penalty: 573.371521
	Iteration 6Q: 3 clusters Score -26860.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26867.302734 Penalty: 573.371521
	Iteration 7Q: 3 clusters Score -26867.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -26876.347656 Penalty: 573.371521
	Iteration 8Q: 3 clusters Score -26876.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -26880.599609 Penalty: 573.371521
	Iteration 9Q: 3 clusters Score -26880.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26882.853516 Penalty: 573.371521
	Iteration 10Q: 3 clusters Score -26882.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -26884.593750 Penalty: 573.371521
	Iteration 11Q: 3 clusters Score -26884.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26885.183594 Penalty: 573.371521
	Iteration 12Q: 3 clusters Score -26885.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26885.640625 Penalty: 573.371521
	Iteration 13Q: 3 clusters Score -26885.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26886.171875 Penalty: 573.371521
	Iteration 14Q: 3 clusters Score -26886.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26886.171875 Penalty: 573.371521
	Iteration 15F: 3 clusters Score -26886.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -27354.078125 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -27354.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26842.378906 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -26842.38 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -26975.089844 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -26975.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27008.740234 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -27008.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -27025.007812 Penalty: 569.795776
	Iteration 3Q: 3 clusters Score -27025.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -27037.222656 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -27037.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -27045.564453 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -27045.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27050.431641 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -27050.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -27052.007812 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -27052.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -27054.410156 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -27054.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -27058.919922 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -27058.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -27062.154297 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -27062.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -27064.027344 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -27064.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -27065.322266 Penalty: 569.795776
	Iteration 12Q: 3 clusters Score -27065.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -27066.849609 Penalty: 569.795776
	Iteration 13Q: 3 clusters Score -27066.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -27068.343750 Penalty: 569.795776
	Iteration 14Q: 3 clusters Score -27068.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -27071.345703 Penalty: 569.795776
	Iteration 15Q: 3 clusters Score -27071.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -27073.589844 Penalty: 569.795776
	Iteration 16Q: 3 clusters Score -27073.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -27076.750000 Penalty: 569.795776
	Iteration 17Q: 3 clusters Score -27076.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -27078.105469 Penalty: 569.795776
	Iteration 18Q: 3 clusters Score -27078.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -27079.824219 Penalty: 569.795776
	Iteration 19Q: 3 clusters Score -27079.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -27081.531250 Penalty: 569.795776
	Iteration 20F: 3 clusters Score -27081.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -27083.603516 Penalty: 569.795776
	Iteration 21Q: 3 clusters Score -27083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -27086.546875 Penalty: 569.795776
	Iteration 22Q: 3 clusters Score -27086.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -27089.707031 Penalty: 569.795776
	Iteration 23Q: 3 clusters Score -27089.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -27090.779297 Penalty: 569.795776
	Iteration 24Q: 3 clusters Score -27090.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -27093.384766 Penalty: 569.795776
	Iteration 25Q: 3 clusters Score -27093.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -27094.707031 Penalty: 569.795776
	Iteration 26Q: 3 clusters Score -27094.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -27094.707031 Penalty: 569.795776
	Iteration 27F: 3 clusters Score -27094.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -72799.781250 Penalty: 328.092224
	Iteration 0F: 2 clusters Score -72799.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -71765.125000 Penalty: 656.184448
	Iteration 0F: 3 clusters Score -71765.12 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -72073.289062 Penalty: 656.184448
	Iteration 1F: 3 clusters Score -72073.29 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -72127.023438 Penalty: 656.184448
	Iteration 2F: 3 clusters Score -72127.02 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -72164.835938 Penalty: 656.184448
	Iteration 3F: 3 clusters Score -72164.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -72190.164062 Penalty: 656.184448
	Iteration 4Q: 3 clusters Score -72190.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -72225.445312 Penalty: 656.184448
	Iteration 5Q: 3 clusters Score -72225.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -72263.132812 Penalty: 656.184448
	Iteration 6Q: 3 clusters Score -72263.13 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -72302.945312 Penalty: 656.184448
	Iteration 7Q: 3 clusters Score -72302.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -72364.960938 Penalty: 656.184448
	Iteration 8F: 3 clusters Score -72364.96 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -72438.445312 Penalty: 656.184448
	Iteration 9F: 3 clusters Score -72438.45 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -72503.000000 Penalty: 656.184448
	Iteration 10Q: 3 clusters Score -72503 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -72568.062500 Penalty: 656.184448
	Iteration 11Q: 3 clusters Score -72568.06 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -72609.609375 Penalty: 656.184448
	Iteration 12Q: 3 clusters Score -72609.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -72629.296875 Penalty: 656.184448
	Iteration 13Q: 3 clusters Score -72629.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -72643.898438 Penalty: 656.184448
	Iteration 14Q: 3 clusters Score -72643.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -72659.781250 Penalty: 656.184448
	Iteration 15Q: 3 clusters Score -72659.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -72675.289062 Penalty: 656.184448
	Iteration 16Q: 3 clusters Score -72675.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -72690.812500 Penalty: 656.184448
	Iteration 17Q: 3 clusters Score -72690.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -72697.492188 Penalty: 656.184448
	Iteration 18Q: 3 clusters Score -72697.49 nChanged 6
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: -72700.453125 Penalty: 656.184448
	Iteration 19Q: 3 clusters Score -72700.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -72703.531250 Penalty: 656.184448
	Iteration 20F: 3 clusters Score -72703.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -72707.484375 Penalty: 656.184448
	Iteration 21Q: 3 clusters Score -72707.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -72710.945312 Penalty: 656.184448
	Iteration 22Q: 3 clusters Score -72710.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -72711.203125 Penalty: 656.184448
	Iteration 23Q: 3 clusters Score -72711.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -72711.203125 Penalty: 656.184448
	Iteration 24F: 3 clusters Score -72711.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Entering Unmasked Estep 
Score: -510541.093750 Penalty: 416.438721
	Iteration 0F: 2 clusters Score -510541.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -504194.062500 Penalty: 832.877441
	Iteration 0F: 3 clusters Score -504194.1 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -506646.531250 Penalty: 832.877441
	Iteration 1F: 3 clusters Score -506646.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -506856.437500 Penalty: 832.877441
	Iteration 2Q: 3 clusters Score -506856.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -507167.656250 Penalty: 832.877441
	Iteration 3F: 3 clusters Score -507167.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -507664.437500 Penalty: 832.877441
	Iteration 4F: 3 clusters Score -507664.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -508288.593750 Penalty: 832.877441
	Iteration 5F: 3 clusters Score -508288.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -508952.468750 Penalty: 832.877441
	Iteration 6F: 3 clusters Score -508952.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -509511.593750 Penalty: 832.877441
	Iteration 7F: 3 clusters Score -509511.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -509879.187500 Penalty: 832.877441
	Iteration 8Q: 3 clusters Score -509879.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -510045.250000 Penalty: 832.877441
	Iteration 9Q: 3 clusters Score -510045.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -510124.000000 Penalty: 832.877441
	Iteration 10Q: 3 clusters Score -510124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -510157.937500 Penalty: 832.877441
	Iteration 11Q: 3 clusters Score -510157.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -510170.625000 Penalty: 832.877441
	Iteration 12Q: 3 clusters Score -510170.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -510176.500000 Penalty: 832.877441
	Iteration 13Q: 3 clusters Score -510176.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -510179.156250 Penalty: 832.877441
	Iteration 14Q: 3 clusters Score -510179.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -510179.875000 Penalty: 832.877441
	Iteration 15Q: 3 clusters Score -510179.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -510179.875000 Penalty: 832.877441
	Iteration 16F: 3 clusters Score -510179.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Entering Unmasked Estep 
Score: -550218.062500 Penalty: 417.965149
	Iteration 0F: 2 clusters Score -550218.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -543720.625000 Penalty: 835.930298
	Iteration 0F: 3 clusters Score -543720.6 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -546449.812500 Penalty: 835.930298
	Iteration 1F: 3 clusters Score -546449.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -546779.812500 Penalty: 835.930298
	Iteration 2F: 3 clusters Score -546779.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -547126.875000 Penalty: 835.930298
	Iteration 3F: 3 clusters Score -547126.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -547506.562500 Penalty: 835.930298
	Iteration 4F: 3 clusters Score -547506.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -547966.125000 Penalty: 835.930298
	Iteration 5F: 3 clusters Score -547966.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -548379.125000 Penalty: 835.930298
	Iteration 6F: 3 clusters Score -548379.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -548657.500000 Penalty: 835.930298
	Iteration 7Q: 3 clusters Score -548657.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -548860.375000 Penalty: 835.930298
	Iteration 8Q: 3 clusters Score -548860.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -548979.187500 Penalty: 835.930298
	Iteration 9Q: 3 clusters Score -548979.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -549049.937500 Penalty: 835.930298
	Iteration 10Q: 3 clusters Score -549049.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -549105.937500 Penalty: 835.930298
	Iteration 11Q: 3 clusters Score -549105.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -549164.125000 Penalty: 835.930298
	Iteration 12Q: 3 clusters Score -549164.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -549223.250000 Penalty: 835.930298
	Iteration 13Q: 3 clusters Score -549223.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -549271.562500 Penalty: 835.930298
	Iteration 14Q: 3 clusters Score -549271.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -549311.375000 Penalty: 835.930298
	Iteration 15Q: 3 clusters Score -549311.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -549347.812500 Penalty: 835.930298
	Iteration 16Q: 3 clusters Score -549347.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -549376.437500 Penalty: 835.930298
	Iteration 17Q: 3 clusters Score -549376.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -549406.687500 Penalty: 835.930298
	Iteration 18Q: 3 clusters Score -549406.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -549439.562500 Penalty: 835.930298
	Iteration 19Q: 3 clusters Score -549439.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -549472.625000 Penalty: 835.930298
	Iteration 20F: 3 clusters Score -549472.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -549502.062500 Penalty: 835.930298
	Iteration 21Q: 3 clusters Score -549502.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -549537.750000 Penalty: 835.930298
	Iteration 22Q: 3 clusters Score -549537.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -549576.500000 Penalty: 835.930298
	Iteration 23Q: 3 clusters Score -549576.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -549604.000000 Penalty: 835.930298
	Iteration 24Q: 3 clusters Score -549604 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -549629.250000 Penalty: 835.930298
	Iteration 25Q: 3 clusters Score -549629.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -549657.437500 Penalty: 835.930298
	Iteration 26Q: 3 clusters Score -549657.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -549684.312500 Penalty: 835.930298
	Iteration 27Q: 3 clusters Score -549684.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -549712.000000 Penalty: 835.930298
	Iteration 28Q: 3 clusters Score -549712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -549747.187500 Penalty: 835.930298
	Iteration 29Q: 3 clusters Score -549747.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -549772.937500 Penalty: 835.930298
	Iteration 30Q: 3 clusters Score -549772.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -549790.375000 Penalty: 835.930298
	Iteration 31Q: 3 clusters Score -549790.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -549806.937500 Penalty: 835.930298
	Iteration 32Q: 3 clusters Score -549806.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -549819.750000 Penalty: 835.930298
	Iteration 33Q: 3 clusters Score -549819.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -549831.812500 Penalty: 835.930298
	Iteration 34Q: 3 clusters Score -549831.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -549841.187500 Penalty: 835.930298
	Iteration 35Q: 3 clusters Score -549841.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -549851.062500 Penalty: 835.930298
	Iteration 36Q: 3 clusters Score -549851.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -549858.125000 Penalty: 835.930298
	Iteration 37Q: 3 clusters Score -549858.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -549864.125000 Penalty: 835.930298
	Iteration 38Q: 3 clusters Score -549864.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -549873.562500 Penalty: 835.930298
	Iteration 39Q: 3 clusters Score -549873.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -549884.437500 Penalty: 835.930298
	Iteration 40F: 3 clusters Score -549884.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -549889.812500 Penalty: 835.930298
	Iteration 41Q: 3 clusters Score -549889.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -549894.812500 Penalty: 835.930298
	Iteration 42Q: 3 clusters Score -549894.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -549896.375000 Penalty: 835.930298
	Iteration 43Q: 3 clusters Score -549896.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -549897.875000 Penalty: 835.930298
	Iteration 44Q: 3 clusters Score -549897.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -549898.187500 Penalty: 835.930298
	Iteration 45Q: 3 clusters Score -549898.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -549899.937500 Penalty: 835.930298
	Iteration 46Q: 3 clusters Score -549899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -549899.687500 Penalty: 835.930298
	Iteration 47Q: 3 clusters Score -549899.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -549900.062500 Penalty: 835.930298
	Iteration 48Q: 3 clusters Score -549900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -549900.312500 Penalty: 835.930298
	Iteration 49Q: 3 clusters Score -549900.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -549900.312500 Penalty: 835.930298
	Iteration 50F: 3 clusters Score -549900.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Entering Unmasked Estep 
Score: -2107074.000000 Penalty: 483.761597
	Iteration 0F: 2 clusters Score -2107074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2079386.875000 Penalty: 967.523193
	Iteration 0F: 3 clusters Score -2079387 nChanged 19990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2090769.375000 Penalty: 967.523193
	Iteration 1F: 3 clusters Score -2090769 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2091020.500000 Penalty: 967.523193
	Iteration 2Q: 3 clusters Score -2091020 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2091351.750000 Penalty: 967.523193
	Iteration 3Q: 3 clusters Score -2091352 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2091822.875000 Penalty: 967.523193
	Iteration 4Q: 3 clusters Score -2091823 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2092621.750000 Penalty: 967.523193
	Iteration 5Q: 3 clusters Score -2092622 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2093904.375000 Penalty: 967.523193
	Iteration 6F: 3 clusters Score -2093904 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2095853.500000 Penalty: 967.523193
	Iteration 7F: 3 clusters Score -2095854 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2098359.000000 Penalty: 967.523193
	Iteration 8F: 3 clusters Score -2098359 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2100994.000000 Penalty: 967.523193
	Iteration 9F: 3 clusters Score -2100994 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2102727.250000 Penalty: 967.523193
	Iteration 10Q: 3 clusters Score -2102727 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2103624.000000 Penalty: 967.523193
	Iteration 11Q: 3 clusters Score -2103624 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2104197.000000 Penalty: 967.523193
	Iteration 12Q: 3 clusters Score -2104197 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2104655.250000 Penalty: 967.523193
	Iteration 13Q: 3 clusters Score -2104655 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2105053.500000 Penalty: 967.523193
	Iteration 14Q: 3 clusters Score -2105054 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2105394.000000 Penalty: 967.523193
	Iteration 15Q: 3 clusters Score -2105394 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2105668.750000 Penalty: 967.523193
	Iteration 16Q: 3 clusters Score -2105669 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2105891.750000 Penalty: 967.523193
	Iteration 17Q: 3 clusters Score -2105892 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2106072.750000 Penalty: 967.523193
	Iteration 18Q: 3 clusters Score -2106073 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2106222.250000 Penalty: 967.523193
	Iteration 19Q: 3 clusters Score -2106222 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2106316.000000 Penalty: 967.523193
	Iteration 20F: 3 clusters Score -2106316 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2106402.750000 Penalty: 967.523193
	Iteration 21Q: 3 clusters Score -2106403 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2106473.750000 Penalty: 967.523193
	Iteration 22Q: 3 clusters Score -2106474 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2106529.750000 Penalty: 967.523193
	Iteration 23Q: 3 clusters Score -2106530 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2106585.250000 Penalty: 967.523193
	Iteration 24Q: 3 clusters Score -2106585 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2106618.000000 Penalty: 967.523193
	Iteration 25Q: 3 clusters Score -2106618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2106642.250000 Penalty: 967.523193
	Iteration 26Q: 3 clusters Score -2106642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2106657.000000 Penalty: 967.523193
	Iteration 27Q: 3 clusters Score -2106657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2106666.000000 Penalty: 967.523193
	Iteration 28Q: 3 clusters Score -2106666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2106672.750000 Penalty: 967.523193
	Iteration 29Q: 3 clusters Score -2106673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2106676.000000 Penalty: 967.523193
	Iteration 30Q: 3 clusters Score -2106676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2106684.250000 Penalty: 967.523193
	Iteration 31Q: 3 clusters Score -2106684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2106686.500000 Penalty: 967.523193
	Iteration 32Q: 3 clusters Score -2106686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2106693.000000 Penalty: 967.523193
	Iteration 33Q: 3 clusters Score -2106693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2106694.750000 Penalty: 967.523193
	Iteration 34Q: 3 clusters Score -2106695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2106699.750000 Penalty: 967.523193
	Iteration 35Q: 3 clusters Score -2106700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2106699.750000 Penalty: 967.523193
	Iteration 36Q: 3 clusters Score -2106700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2106702.750000 Penalty: 967.523193
	Iteration 37Q: 3 clusters Score -2106703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2106706.500000 Penalty: 967.523193
	Iteration 38Q: 3 clusters Score -2106706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2106708.000000 Penalty: 967.523193
	Iteration 39Q: 3 clusters Score -2106708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2106712.750000 Penalty: 967.523193
	Iteration 40F: 3 clusters Score -2106713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2106713.000000 Penalty: 967.523193
	Iteration 41Q: 3 clusters Score -2106713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2106715.750000 Penalty: 967.523193
	Iteration 42Q: 3 clusters Score -2106716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2106717.250000 Penalty: 967.523193
	Iteration 43Q: 3 clusters Score -2106717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2106717.250000 Penalty: 967.523193
	Iteration 44Q: 3 clusters Score -2106717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2106718.500000 Penalty: 967.523193
	Iteration 45Q: 3 clusters Score -2106718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2106720.250000 Penalty: 967.523193
	Iteration 46Q: 3 clusters Score -2106720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2106725.000000 Penalty: 967.523193
	Iteration 47Q: 3 clusters Score -2106725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2106724.250000 Penalty: 967.523193
	Iteration 48Q: 3 clusters Score -2106724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2106724.000000 Penalty: 967.523193
	Iteration 49Q: 3 clusters Score -2106724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2106725.750000 Penalty: 967.523193
	Iteration 50Q: 3 clusters Score -2106726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2106725.750000 Penalty: 967.523193
	Iteration 51F: 3 clusters Score -2106726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6680.969238 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6680.969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6450.833984 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6450.834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6498.444336 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6498.444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6506.986816 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6506.987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6507.927246 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6507.927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6512.281250 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6512.281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6514.547852 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -6514.548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6516.481934 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -6516.482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6516.481934 Penalty: 450.337158
	Iteration 7F: 3 clusters Score -6516.482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Entering Unmasked Estep 
Score: -81917.976562 Penalty: 335.631134
	Iteration 0F: 2 clusters Score -81917.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -80746.968750 Penalty: 671.262268
	Iteration 0F: 3 clusters Score -80746.97 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -81090.898438 Penalty: 671.262268
	Iteration 1F: 3 clusters Score -81090.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -81155.554688 Penalty: 671.262268
	Iteration 2F: 3 clusters Score -81155.55 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -81213.234375 Penalty: 671.262268
	Iteration 3F: 3 clusters Score -81213.23 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -81276.921875 Penalty: 671.262268
	Iteration 4F: 3 clusters Score -81276.92 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -81337.257812 Penalty: 671.262268
	Iteration 5F: 3 clusters Score -81337.26 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -81386.750000 Penalty: 671.262268
	Iteration 6Q: 3 clusters Score -81386.75 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -81433.609375 Penalty: 671.262268
	Iteration 7Q: 3 clusters Score -81433.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81486.328125 Penalty: 671.262268
	Iteration 8Q: 3 clusters Score -81486.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81532.203125 Penalty: 671.262268
	Iteration 9Q: 3 clusters Score -81532.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -81559.882812 Penalty: 671.262268
	Iteration 10Q: 3 clusters Score -81559.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81568.929688 Penalty: 671.262268
	Iteration 11Q: 3 clusters Score -81568.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -81571.109375 Penalty: 671.262268
	Iteration 12Q: 3 clusters Score -81571.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -81574.171875 Penalty: 671.262268
	Iteration 13Q: 3 clusters Score -81574.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -81577.031250 Penalty: 671.262268
	Iteration 14Q: 3 clusters Score -81577.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81580.726562 Penalty: 671.262268
	Iteration 15Q: 3 clusters Score -81580.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -81584.507812 Penalty: 671.262268
	Iteration 16Q: 3 clusters Score -81584.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -81589.000000 Penalty: 671.262268
	Iteration 17Q: 3 clusters Score -81589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -81591.507812 Penalty: 671.262268
	Iteration 18Q: 3 clusters Score -81591.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -81594.781250 Penalty: 671.262268
	Iteration 19Q: 3 clusters Score -81594.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -81596.718750 Penalty: 671.262268
	Iteration 20F: 3 clusters Score -81596.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -81598.898438 Penalty: 671.262268
	Iteration 21Q: 3 clusters Score -81598.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -81601.179688 Penalty: 671.262268
	Iteration 22Q: 3 clusters Score -81601.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -81605.656250 Penalty: 671.262268
	Iteration 23Q: 3 clusters Score -81605.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -81610.195312 Penalty: 671.262268
	Iteration 24Q: 3 clusters Score -81610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -81611.421875 Penalty: 671.262268
	Iteration 25Q: 3 clusters Score -81611.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -81611.843750 Penalty: 671.262268
	Iteration 26Q: 3 clusters Score -81611.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -81614.265625 Penalty: 671.262268
	Iteration 27Q: 3 clusters Score -81614.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -81618.046875 Penalty: 671.262268
	Iteration 28Q: 3 clusters Score -81618.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -81619.945312 Penalty: 671.262268
	Iteration 29Q: 3 clusters Score -81619.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -81620.367188 Penalty: 671.262268
	Iteration 30Q: 3 clusters Score -81620.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -81620.882812 Penalty: 671.262268
	Iteration 31Q: 3 clusters Score -81620.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -81621.164062 Penalty: 671.262268
	Iteration 32Q: 3 clusters Score -81621.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -81621.250000 Penalty: 671.262268
	Iteration 33Q: 3 clusters Score -81621.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -81621.250000 Penalty: 671.262268
	Iteration 34F: 3 clusters Score -81621.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -10015.988281 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -10015.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9724.267578 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -9724.268 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9780.948242 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -9780.948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9798.083984 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -9798.084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9807.008789 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -9807.009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9811.956055 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -9811.956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9819.254883 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -9819.255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9820.335938 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -9820.336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9820.335938 Penalty: 489.989075
	Iteration 7F: 3 clusters Score -9820.336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -27158.501953 Penalty: 285.157623
	Iteration 0F: 2 clusters Score -27158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26662.236328 Penalty: 570.315247
	Iteration 0F: 3 clusters Score -26662.24 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26784.046875 Penalty: 570.315247
	Iteration 1F: 3 clusters Score -26784.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26807.267578 Penalty: 570.315247
	Iteration 2F: 3 clusters Score -26807.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26821.722656 Penalty: 570.315247
	Iteration 3Q: 3 clusters Score -26821.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26839.617188 Penalty: 570.315247
	Iteration 4Q: 3 clusters Score -26839.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26849.445312 Penalty: 570.315247
	Iteration 5Q: 3 clusters Score -26849.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26861.052734 Penalty: 570.315247
	Iteration 6Q: 3 clusters Score -26861.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26874.873047 Penalty: 570.315247
	Iteration 7Q: 3 clusters Score -26874.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26887.011719 Penalty: 570.315247
	Iteration 8Q: 3 clusters Score -26887.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26901.478516 Penalty: 570.315247
	Iteration 9Q: 3 clusters Score -26901.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26914.759766 Penalty: 570.315247
	Iteration 10Q: 3 clusters Score -26914.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26918.289062 Penalty: 570.315247
	Iteration 11Q: 3 clusters Score -26918.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26919.869141 Penalty: 570.315247
	Iteration 12Q: 3 clusters Score -26919.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26921.205078 Penalty: 570.315247
	Iteration 13Q: 3 clusters Score -26921.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26922.332031 Penalty: 570.315247
	Iteration 14Q: 3 clusters Score -26922.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26923.123047 Penalty: 570.315247
	Iteration 15Q: 3 clusters Score -26923.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26924.132812 Penalty: 570.315247
	Iteration 16Q: 3 clusters Score -26924.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26924.906250 Penalty: 570.315247
	Iteration 17Q: 3 clusters Score -26924.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26924.906250 Penalty: 570.315247
	Iteration 18F: 3 clusters Score -26924.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6071.739746 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6071.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5829.488770 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5829.489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5863.243164 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5863.243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5876.004395 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -5876.004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5891.795410 Penalty: 448.380096
	Iteration 3F: 3 clusters Score -5891.795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5901.818848 Penalty: 448.380096
	Iteration 4F: 3 clusters Score -5901.819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5908.367188 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -5908.367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5909.299805 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -5909.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5909.299805 Penalty: 448.380096
	Iteration 7F: 3 clusters Score -5909.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Entering Unmasked Estep 
Score: -304055.156250 Penalty: 397.334534
	Iteration 0F: 2 clusters Score -304055.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -299874.687500 Penalty: 794.669067
	Iteration 0F: 3 clusters Score -299874.7 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -301578.843750 Penalty: 794.669067
	Iteration 1F: 3 clusters Score -301578.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -301820.781250 Penalty: 794.669067
	Iteration 2F: 3 clusters Score -301820.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -302126.062500 Penalty: 794.669067
	Iteration 3F: 3 clusters Score -302126.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -302463.625000 Penalty: 794.669067
	Iteration 4F: 3 clusters Score -302463.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -302844.906250 Penalty: 794.669067
	Iteration 5F: 3 clusters Score -302844.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -303168.406250 Penalty: 794.669067
	Iteration 6F: 3 clusters Score -303168.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -303377.875000 Penalty: 794.669067
	Iteration 7Q: 3 clusters Score -303377.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -303504.125000 Penalty: 794.669067
	Iteration 8Q: 3 clusters Score -303504.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -303590.625000 Penalty: 794.669067
	Iteration 9Q: 3 clusters Score -303590.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -303651.062500 Penalty: 794.669067
	Iteration 10Q: 3 clusters Score -303651.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -303676.500000 Penalty: 794.669067
	Iteration 11Q: 3 clusters Score -303676.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -303685.031250 Penalty: 794.669067
	Iteration 12Q: 3 clusters Score -303685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -303691.625000 Penalty: 794.669067
	Iteration 13Q: 3 clusters Score -303691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -303698.500000 Penalty: 794.669067
	Iteration 14Q: 3 clusters Score -303698.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -303701.812500 Penalty: 794.669067
	Iteration 15Q: 3 clusters Score -303701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -303702.812500 Penalty: 794.669067
	Iteration 16Q: 3 clusters Score -303702.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -303702.812500 Penalty: 794.669067
	Iteration 17F: 3 clusters Score -303702.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Entering Unmasked Estep 
Score: -1718332.375000 Penalty: 470.760132
	Iteration 0F: 2 clusters Score -1718332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1697600.750000 Penalty: 941.520264
	Iteration 0F: 3 clusters Score -1697601 nChanged 14873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1706668.000000 Penalty: 941.520264
	Iteration 1F: 3 clusters Score -1706668 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -1707637.750000 Penalty: 941.520264
	Iteration 2F: 3 clusters Score -1707638 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -1708943.625000 Penalty: 941.520264
	Iteration 3F: 3 clusters Score -1708944 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -1710561.875000 Penalty: 941.520264
	Iteration 4F: 3 clusters Score -1710562 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -1712532.375000 Penalty: 941.520264
	Iteration 5F: 3 clusters Score -1712532 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -1714475.375000 Penalty: 941.520264
	Iteration 6F: 3 clusters Score -1714475 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -1715817.875000 Penalty: 941.520264
	Iteration 7Q: 3 clusters Score -1715818 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -1716537.125000 Penalty: 941.520264
	Iteration 8Q: 3 clusters Score -1716537 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -1716883.375000 Penalty: 941.520264
	Iteration 9Q: 3 clusters Score -1716883 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -1717080.875000 Penalty: 941.520264
	Iteration 10Q: 3 clusters Score -1717081 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -1717213.375000 Penalty: 941.520264
	Iteration 11Q: 3 clusters Score -1717213 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -1717323.375000 Penalty: 941.520264
	Iteration 12Q: 3 clusters Score -1717323 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -1717430.500000 Penalty: 941.520264
	Iteration 13Q: 3 clusters Score -1717430 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -1717557.000000 Penalty: 941.520264
	Iteration 14Q: 3 clusters Score -1717557 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -1717665.750000 Penalty: 941.520264
	Iteration 15Q: 3 clusters Score -1717666 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -1717750.250000 Penalty: 941.520264
	Iteration 16Q: 3 clusters Score -1717750 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -1717808.875000 Penalty: 941.520264
	Iteration 17Q: 3 clusters Score -1717809 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -1717829.875000 Penalty: 941.520264
	Iteration 18Q: 3 clusters Score -1717830 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -1717861.250000 Penalty: 941.520264
	Iteration 19Q: 3 clusters Score -1717861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -1717880.875000 Penalty: 941.520264
	Iteration 20F: 3 clusters Score -1717881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -1717893.750000 Penalty: 941.520264
	Iteration 21Q: 3 clusters Score -1717894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -1717903.125000 Penalty: 941.520264
	Iteration 22Q: 3 clusters Score -1717903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -1717913.500000 Penalty: 941.520264
	Iteration 23Q: 3 clusters Score -1717914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -1717915.750000 Penalty: 941.520264
	Iteration 24Q: 3 clusters Score -1717916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -1717919.625000 Penalty: 941.520264
	Iteration 25Q: 3 clusters Score -1717920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -1717922.125000 Penalty: 941.520264
	Iteration 26Q: 3 clusters Score -1717922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -1717928.875000 Penalty: 941.520264
	Iteration 27Q: 3 clusters Score -1717929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -1717934.250000 Penalty: 941.520264
	Iteration 28Q: 3 clusters Score -1717934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -1717937.125000 Penalty: 941.520264
	Iteration 29Q: 3 clusters Score -1717937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -1717943.875000 Penalty: 941.520264
	Iteration 30Q: 3 clusters Score -1717944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -1717945.125000 Penalty: 941.520264
	Iteration 31Q: 3 clusters Score -1717945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -1717945.750000 Penalty: 941.520264
	Iteration 32Q: 3 clusters Score -1717946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -1717945.750000 Penalty: 941.520264
	Iteration 33F: 3 clusters Score -1717946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -14582.852539 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -14582.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14226.873047 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -14226.87 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14302.289062 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -14302.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14327.687500 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -14327.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14331.626953 Penalty: 519.347046
	Iteration 3Q: 3 clusters Score -14331.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14335.522461 Penalty: 519.347046
	Iteration 4Q: 3 clusters Score -14335.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14342.391602 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -14342.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14347.026367 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -14347.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14351.220703 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -14351.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14354.434570 Penalty: 519.347046
	Iteration 8Q: 3 clusters Score -14354.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14359.259766 Penalty: 519.347046
	Iteration 9Q: 3 clusters Score -14359.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14362.407227 Penalty: 519.347046
	Iteration 10Q: 3 clusters Score -14362.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14366.519531 Penalty: 519.347046
	Iteration 11Q: 3 clusters Score -14366.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14366.519531 Penalty: 519.347046
	Iteration 12F: 3 clusters Score -14366.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -28761.443359 Penalty: 289.752502
	Iteration 0F: 2 clusters Score -28761.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28219.269531 Penalty: 579.505005
	Iteration 0F: 3 clusters Score -28219.27 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28399.703125 Penalty: 579.505005
	Iteration 1F: 3 clusters Score -28399.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -28506.189453 Penalty: 579.505005
	Iteration 2F: 3 clusters Score -28506.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -28540.804688 Penalty: 579.505005
	Iteration 3F: 3 clusters Score -28540.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28556.890625 Penalty: 579.505005
	Iteration 4Q: 3 clusters Score -28556.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -28566.560547 Penalty: 579.505005
	Iteration 5Q: 3 clusters Score -28566.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28578.898438 Penalty: 579.505005
	Iteration 6Q: 3 clusters Score -28578.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28594.693359 Penalty: 579.505005
	Iteration 7Q: 3 clusters Score -28594.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28608.125000 Penalty: 579.505005
	Iteration 8Q: 3 clusters Score -28608.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28620.816406 Penalty: 579.505005
	Iteration 9Q: 3 clusters Score -28620.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -28628.667969 Penalty: 579.505005
	Iteration 10Q: 3 clusters Score -28628.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28631.107422 Penalty: 579.505005
	Iteration 11Q: 3 clusters Score -28631.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -28632.626953 Penalty: 579.505005
	Iteration 12Q: 3 clusters Score -28632.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -28634.228516 Penalty: 579.505005
	Iteration 13Q: 3 clusters Score -28634.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28634.972656 Penalty: 579.505005
	Iteration 14Q: 3 clusters Score -28634.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -28636.927734 Penalty: 579.505005
	Iteration 15Q: 3 clusters Score -28636.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28644.105469 Penalty: 579.505005
	Iteration 16Q: 3 clusters Score -28644.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28648.792969 Penalty: 579.505005
	Iteration 17Q: 3 clusters Score -28648.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28651.583984 Penalty: 579.505005
	Iteration 18Q: 3 clusters Score -28651.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28655.291016 Penalty: 579.505005
	Iteration 19Q: 3 clusters Score -28655.29 nChanged 4
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: -28657.125000 Penalty: 579.505005
	Iteration 20F: 3 clusters Score -28657.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28662.373047 Penalty: 579.505005
	Iteration 21Q: 3 clusters Score -28662.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28662.539062 Penalty: 579.505005
	Iteration 22Q: 3 clusters Score -28662.54 nChanged 1
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: -28662.658203 Penalty: 579.505005
	Iteration 23Q: 3 clusters Score -28662.66 nChanged 0
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: -28662.658203 Penalty: 579.505005
	Iteration 24F: 3 clusters Score -28662.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -22312.751953 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -22312.75 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 241 members 
Entering Unmasked Estep 
Score: -21863.230469 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -21863.23 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22048.689453 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -22048.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22088.388672 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -22088.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -22112.707031 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -22112.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22134.849609 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -22134.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -22141.312500 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -22141.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22148.988281 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -22148.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22150.669922 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -22150.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -22152.810547 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -22152.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -22155.998047 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -22156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -22158.466797 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -22158.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22159.916016 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -22159.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -22160.880859 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -22160.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22161.771484 Penalty: 561.434570
	Iteration 13Q: 3 clusters Score -22161.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22161.771484 Penalty: 561.434570
	Iteration 14F: 3 clusters Score -22161.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -30774.628906 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -30774.63 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 330 members 
Entering Unmasked Estep 
Score: -30203.017578 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -30203.02 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -30395.353516 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -30395.35 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -30443.277344 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -30443.28 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30493.849609 Penalty: 592.162231
	Iteration 3F: 3 clusters Score -30493.85 nChanged 33
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: -30530.667969 Penalty: 592.162231
	Iteration 4Q: 3 clusters Score -30530.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30555.619141 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -30555.62 nChanged 18
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: -30564.587891 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -30564.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30568.724609 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -30568.72 nChanged 9
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: -30573.775391 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -30573.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30580.384766 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -30580.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30589.015625 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -30589.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30595.373047 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -30595.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30601.003906 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -30601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30604.099609 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -30604.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30606.505859 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -30606.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30607.576172 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -30607.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30608.425781 Penalty: 592.162231
	Iteration 16Q: 3 clusters Score -30608.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30609.095703 Penalty: 592.162231
	Iteration 17Q: 3 clusters Score -30609.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30609.150391 Penalty: 592.162231
	Iteration 18Q: 3 clusters Score -30609.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30609.150391 Penalty: 592.162231
	Iteration 19F: 3 clusters Score -30609.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (76042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76042 members 
Entering Unmasked Estep 
Score: -4155634.250000 Penalty: 511.376373
	Iteration 0F: 2 clusters Score -4155634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -4104311.750000 Penalty: 1022.752747
	Iteration 0F: 3 clusters Score -4104312 nChanged 37059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -4127953.750000 Penalty: 1022.752747
	Iteration 1F: 3 clusters Score -4127954 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -4130490.000000 Penalty: 1022.752747
	Iteration 2F: 3 clusters Score -4130490 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -4135096.500000 Penalty: 1022.752747
	Iteration 3F: 3 clusters Score -4135096 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -4141432.000000 Penalty: 1022.752747
	Iteration 4F: 3 clusters Score -4141432 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -4147523.000000 Penalty: 1022.752747
	Iteration 5F: 3 clusters Score -4147523 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -4151657.000000 Penalty: 1022.752747
	Iteration 6F: 3 clusters Score -4151657 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73847 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4153593.000000 Penalty: 1022.752747
	Iteration 7Q: 3 clusters Score -4153593 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4154449.750000 Penalty: 1022.752747
	Iteration 8Q: 3 clusters Score -4154450 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4154779.500000 Penalty: 1022.752747
	Iteration 9Q: 3 clusters Score -4154780 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75419 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4154921.250000 Penalty: 1022.752747
	Iteration 10Q: 3 clusters Score -4154921 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75557 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4155017.500000 Penalty: 1022.752747
	Iteration 11Q: 3 clusters Score -4155018 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75622 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4155051.750000 Penalty: 1022.752747
	Iteration 12Q: 3 clusters Score -4155052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4155087.250000 Penalty: 1022.752747
	Iteration 13Q: 3 clusters Score -4155087 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4155127.250000 Penalty: 1022.752747
	Iteration 14Q: 3 clusters Score -4155127 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75704 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4155161.250000 Penalty: 1022.752747
	Iteration 15Q: 3 clusters Score -4155161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75715 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4155174.750000 Penalty: 1022.752747
	Iteration 16Q: 3 clusters Score -4155175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4155190.500000 Penalty: 1022.752747
	Iteration 17Q: 3 clusters Score -4155190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4155202.250000 Penalty: 1022.752747
	Iteration 18Q: 3 clusters Score -4155202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75747 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4155216.000000 Penalty: 1022.752747
	Iteration 19Q: 3 clusters Score -4155216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4155230.250000 Penalty: 1022.752747
	Iteration 20F: 3 clusters Score -4155230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75753 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4155234.250000 Penalty: 1022.752747
	Iteration 21Q: 3 clusters Score -4155234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4155241.250000 Penalty: 1022.752747
	Iteration 22Q: 3 clusters Score -4155241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4155248.750000 Penalty: 1022.752747
	Iteration 23Q: 3 clusters Score -4155249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4155250.500000 Penalty: 1022.752747
	Iteration 24Q: 3 clusters Score -4155250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75760 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4155250.500000 Penalty: 1022.752747
	Iteration 25Q: 3 clusters Score -4155250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75760 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4155253.250000 Penalty: 1022.752747
	Iteration 26Q: 3 clusters Score -4155253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4155252.500000 Penalty: 1022.752747
	Iteration 27Q: 3 clusters Score -4155252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75764 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4155255.500000 Penalty: 1022.752747
	Iteration 28Q: 3 clusters Score -4155256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75766 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4155255.250000 Penalty: 1022.752747
	Iteration 29Q: 3 clusters Score -4155255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4155258.000000 Penalty: 1022.752747
	Iteration 30Q: 3 clusters Score -4155258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4155258.000000 Penalty: 1022.752747
	Iteration 31F: 3 clusters Score -4155258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -4130.522461 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -4130.522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3972.545654 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -3972.546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4041.376465 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -4041.376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4062.066895 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -4062.067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4063.346680 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -4063.347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4064.488525 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -4064.489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4064.488525 Penalty: 424.372986
	Iteration 5F: 3 clusters Score -4064.489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -18278.294922 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -18278.29 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 168 members 
Entering Unmasked Estep 
Score: -17901.650391 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -17901.65 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17992.373047 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -17992.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18010.023438 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -18010.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18017.234375 Penalty: 531.233459
	Iteration 3Q: 3 clusters Score -18017.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18020.976562 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -18020.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18021.660156 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -18021.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18024.658203 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -18024.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18026.873047 Penalty: 531.233459
	Iteration 7Q: 3 clusters Score -18026.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18028.359375 Penalty: 531.233459
	Iteration 8Q: 3 clusters Score -18028.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18029.544922 Penalty: 531.233459
	Iteration 9Q: 3 clusters Score -18029.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18029.544922 Penalty: 531.233459
	Iteration 10F: 3 clusters Score -18029.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -18809.121094 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -18809.12 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 188 members 
Entering Unmasked Estep 
Score: -18386.000000 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -18386 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18486.560547 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -18486.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18516.085938 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -18516.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18543.140625 Penalty: 544.538208
	Iteration 3Q: 3 clusters Score -18543.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18556.736328 Penalty: 544.538208
	Iteration 4Q: 3 clusters Score -18556.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18571.224609 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -18571.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18583.541016 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -18583.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18594.398438 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -18594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18599.181641 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -18599.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18601.175781 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -18601.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18601.875000 Penalty: 544.538208
	Iteration 10Q: 3 clusters Score -18601.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18601.875000 Penalty: 544.538208
	Iteration 11F: 3 clusters Score -18601.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -13410.802734 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -13410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13049.342773 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -13049.34 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13114.204102 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -13114.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13135.392578 Penalty: 507.755432
	Iteration 2F: 3 clusters Score -13135.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13145.884766 Penalty: 507.755432
	Iteration 3Q: 3 clusters Score -13145.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13152.581055 Penalty: 507.755432
	Iteration 4Q: 3 clusters Score -13152.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13161.109375 Penalty: 507.755432
	Iteration 5Q: 3 clusters Score -13161.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13166.289062 Penalty: 507.755432
	Iteration 6Q: 3 clusters Score -13166.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13173.399414 Penalty: 507.755432
	Iteration 7Q: 3 clusters Score -13173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13176.280273 Penalty: 507.755432
	Iteration 8Q: 3 clusters Score -13176.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13177.586914 Penalty: 507.755432
	Iteration 9Q: 3 clusters Score -13177.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13177.586914 Penalty: 507.755432
	Iteration 10F: 3 clusters Score -13177.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Entering Unmasked Estep 
Score: -586428.250000 Penalty: 421.268799
	Iteration 0F: 2 clusters Score -586428.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -579363.875000 Penalty: 842.537598
	Iteration 0F: 3 clusters Score -579363.9 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -582284.250000 Penalty: 842.537598
	Iteration 1F: 3 clusters Score -582284.2 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -582674.312500 Penalty: 842.537598
	Iteration 2F: 3 clusters Score -582674.3 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -583249.062500 Penalty: 842.537598
	Iteration 3F: 3 clusters Score -583249.1 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -583997.187500 Penalty: 842.537598
	Iteration 4F: 3 clusters Score -583997.2 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -584815.875000 Penalty: 842.537598
	Iteration 5F: 3 clusters Score -584815.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -585472.312500 Penalty: 842.537598
	Iteration 6F: 3 clusters Score -585472.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -585822.562500 Penalty: 842.537598
	Iteration 7Q: 3 clusters Score -585822.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -585949.875000 Penalty: 842.537598
	Iteration 8Q: 3 clusters Score -585949.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -586016.312500 Penalty: 842.537598
	Iteration 9Q: 3 clusters Score -586016.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -586039.250000 Penalty: 842.537598
	Iteration 10Q: 3 clusters Score -586039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -586045.062500 Penalty: 842.537598
	Iteration 11Q: 3 clusters Score -586045.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -586045.062500 Penalty: 842.537598
	Iteration 12F: 3 clusters Score -586045.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -109943.898438 Penalty: 345.521454
	Iteration 0F: 2 clusters Score -109943.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -108494.531250 Penalty: 691.042908
	Iteration 0F: 3 clusters Score -108494.5 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -108966.578125 Penalty: 691.042908
	Iteration 1F: 3 clusters Score -108966.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -109074.562500 Penalty: 691.042908
	Iteration 2F: 3 clusters Score -109074.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -109190.000000 Penalty: 691.042908
	Iteration 3F: 3 clusters Score -109190 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -109309.492188 Penalty: 691.042908
	Iteration 4F: 3 clusters Score -109309.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -109428.789062 Penalty: 691.042908
	Iteration 5F: 3 clusters Score -109428.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -109550.234375 Penalty: 691.042908
	Iteration 6F: 3 clusters Score -109550.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -109614.656250 Penalty: 691.042908
	Iteration 7F: 3 clusters Score -109614.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -109665.820312 Penalty: 691.042908
	Iteration 8Q: 3 clusters Score -109665.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -109700.468750 Penalty: 691.042908
	Iteration 9Q: 3 clusters Score -109700.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -109715.703125 Penalty: 691.042908
	Iteration 10Q: 3 clusters Score -109715.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -109726.320312 Penalty: 691.042908
	Iteration 11Q: 3 clusters Score -109726.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -109733.890625 Penalty: 691.042908
	Iteration 12Q: 3 clusters Score -109733.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -109745.289062 Penalty: 691.042908
	Iteration 13Q: 3 clusters Score -109745.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -109749.695312 Penalty: 691.042908
	Iteration 14Q: 3 clusters Score -109749.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -109751.234375 Penalty: 691.042908
	Iteration 15Q: 3 clusters Score -109751.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -109752.617188 Penalty: 691.042908
	Iteration 16Q: 3 clusters Score -109752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -109752.929688 Penalty: 691.042908
	Iteration 17Q: 3 clusters Score -109752.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -109753.484375 Penalty: 691.042908
	Iteration 18Q: 3 clusters Score -109753.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -109753.851562 Penalty: 691.042908
	Iteration 19Q: 3 clusters Score -109753.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -109753.851562 Penalty: 691.042908
	Iteration 20F: 3 clusters Score -109753.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -31637.152344 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -31637.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -30994.794922 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -30994.79 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -31196.386719 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -31196.39 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -31286.976562 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -31286.98 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31358.494141 Penalty: 594.970703
	Iteration 3F: 3 clusters Score -31358.49 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -31421.417969 Penalty: 594.970703
	Iteration 4F: 3 clusters Score -31421.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31465.421875 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -31465.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -31502.253906 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -31502.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31521.048828 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -31521.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31543.710938 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -31543.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31556.898438 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -31556.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31560.064453 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -31560.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31560.443359 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -31560.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31561.302734 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -31561.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31562.265625 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -31562.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31562.265625 Penalty: 594.970703
	Iteration 14F: 3 clusters Score -31562.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -15785.606445 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -15785.61 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 172 members 
Entering Unmasked Estep 
Score: -15410.439453 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -15410.44 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15519.731445 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -15519.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15545.603516 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -15545.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15551.627930 Penalty: 534.618713
	Iteration 3Q: 3 clusters Score -15551.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15556.251953 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -15556.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15558.915039 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -15558.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15559.184570 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -15559.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15559.184570 Penalty: 534.618713
	Iteration 7F: 3 clusters Score -15559.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -3312.730957 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -3312.731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3125.905273 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3125.905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3162.787598 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3162.788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3169.959473 Penalty: 392.891418
	Iteration 2Q: 3 clusters Score -3169.959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3169.959473 Penalty: 392.891418
	Iteration 3F: 3 clusters Score -3169.959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (300038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300038 members 
Entering Unmasked Estep 
Score: -15938396.000000 Penalty: 573.830750
	Iteration 0F: 2 clusters Score -1.59384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149824 members 
Mstep: Class 2 contains 150214 members 
Entering Unmasked Estep 
Score: -15753956.000000 Penalty: 1147.661499
	Iteration 0F: 3 clusters Score -1.575396e+07 nChanged 148203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142315 members 
Mstep: Class 2 contains 157723 members 
Entering Unmasked Estep 
Score: -15844549.000000 Penalty: 1147.661499
	Iteration 1F: 3 clusters Score -1.584455e+07 nChanged 13339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138724 members 
Mstep: Class 2 contains 161314 members 
Entering Unmasked Estep 
Score: -15850030.000000 Penalty: 1147.661499
	Iteration 2Q: 3 clusters Score -1.585003e+07 nChanged 15761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134341 members 
Mstep: Class 2 contains 165697 members 
Entering Unmasked Estep 
Score: -15859029.000000 Penalty: 1147.661499
	Iteration 3F: 3 clusters Score -1.585903e+07 nChanged 19017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129862 members 
Mstep: Class 2 contains 170176 members 
Entering Unmasked Estep 
Score: -15873067.000000 Penalty: 1147.661499
	Iteration 4F: 3 clusters Score -1.587307e+07 nChanged 20908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126290 members 
Mstep: Class 2 contains 173748 members 
Entering Unmasked Estep 
Score: -15889433.000000 Penalty: 1147.661499
	Iteration 5F: 3 clusters Score -1.588943e+07 nChanged 18282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124574 members 
Mstep: Class 2 contains 175464 members 
Entering Unmasked Estep 
Score: -15898896.000000 Penalty: 1147.661499
	Iteration 6F: 3 clusters Score -1.58989e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123919 members 
Mstep: Class 2 contains 176119 members 
Entering Unmasked Estep 
Score: -15901753.000000 Penalty: 1147.661499
	Iteration 7Q: 3 clusters Score -1.590175e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123351 members 
Mstep: Class 2 contains 176687 members 
Entering Unmasked Estep 
Score: -15902390.000000 Penalty: 1147.661499
	Iteration 8Q: 3 clusters Score -1.590239e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122780 members 
Mstep: Class 2 contains 177258 members 
Entering Unmasked Estep 
Score: -15902534.000000 Penalty: 1147.661499
	Iteration 9Q: 3 clusters Score -1.590253e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122161 members 
Mstep: Class 2 contains 177877 members 
Entering Unmasked Estep 
Score: -15902810.000000 Penalty: 1147.661499
	Iteration 10Q: 3 clusters Score -1.590281e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121541 members 
Mstep: Class 2 contains 178497 members 
Entering Unmasked Estep 
Score: -15902991.000000 Penalty: 1147.661499
	Iteration 11Q: 3 clusters Score -1.590299e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120885 members 
Mstep: Class 2 contains 179153 members 
Entering Unmasked Estep 
Score: -15903132.000000 Penalty: 1147.661499
	Iteration 12Q: 3 clusters Score -1.590313e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120256 members 
Mstep: Class 2 contains 179782 members 
Entering Unmasked Estep 
Score: -15903310.000000 Penalty: 1147.661499
	Iteration 13Q: 3 clusters Score -1.590331e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119518 members 
Mstep: Class 2 contains 180520 members 
Entering Unmasked Estep 
Score: -15903535.000000 Penalty: 1147.661499
	Iteration 14Q: 3 clusters Score -1.590354e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118848 members 
Mstep: Class 2 contains 181190 members 
Entering Unmasked Estep 
Score: -15903709.000000 Penalty: 1147.661499
	Iteration 15Q: 3 clusters Score -1.590371e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118221 members 
Mstep: Class 2 contains 181817 members 
Entering Unmasked Estep 
Score: -15903909.000000 Penalty: 1147.661499
	Iteration 16Q: 3 clusters Score -1.590391e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117656 members 
Mstep: Class 2 contains 182382 members 
Entering Unmasked Estep 
Score: -15904022.000000 Penalty: 1147.661499
	Iteration 17Q: 3 clusters Score -1.590402e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117163 members 
Mstep: Class 2 contains 182875 members 
Entering Unmasked Estep 
Score: -15904160.000000 Penalty: 1147.661499
	Iteration 18Q: 3 clusters Score -1.590416e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116773 members 
Mstep: Class 2 contains 183265 members 
Entering Unmasked Estep 
Score: -15904329.000000 Penalty: 1147.661499
	Iteration 19Q: 3 clusters Score -1.590433e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116377 members 
Mstep: Class 2 contains 183661 members 
Entering Unmasked Estep 
Score: -15904647.000000 Penalty: 1147.661499
	Iteration 20F: 3 clusters Score -1.590465e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116015 members 
Mstep: Class 2 contains 184023 members 
Entering Unmasked Estep 
Score: -15904709.000000 Penalty: 1147.661499
	Iteration 21Q: 3 clusters Score -1.590471e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115674 members 
Mstep: Class 2 contains 184364 members 
Entering Unmasked Estep 
Score: -15904762.000000 Penalty: 1147.661499
	Iteration 22Q: 3 clusters Score -1.590476e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115363 members 
Mstep: Class 2 contains 184675 members 
Entering Unmasked Estep 
Score: -15904829.000000 Penalty: 1147.661499
	Iteration 23Q: 3 clusters Score -1.590483e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114998 members 
Mstep: Class 2 contains 185040 members 
Entering Unmasked Estep 
Score: -15904939.000000 Penalty: 1147.661499
	Iteration 24Q: 3 clusters Score -1.590494e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114649 members 
Mstep: Class 2 contains 185389 members 
Entering Unmasked Estep 
Score: -15905072.000000 Penalty: 1147.661499
	Iteration 25Q: 3 clusters Score -1.590507e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114284 members 
Mstep: Class 2 contains 185754 members 
Entering Unmasked Estep 
Score: -15905245.000000 Penalty: 1147.661499
	Iteration 26Q: 3 clusters Score -1.590524e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113759 members 
Mstep: Class 2 contains 186279 members 
Entering Unmasked Estep 
Score: -15905483.000000 Penalty: 1147.661499
	Iteration 27Q: 3 clusters Score -1.590548e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113193 members 
Mstep: Class 2 contains 186845 members 
Entering Unmasked Estep 
Score: -15905705.000000 Penalty: 1147.661499
	Iteration 28Q: 3 clusters Score -1.59057e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112500 members 
Mstep: Class 2 contains 187538 members 
Entering Unmasked Estep 
Score: -15906126.000000 Penalty: 1147.661499
	Iteration 29Q: 3 clusters Score -1.590613e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111690 members 
Mstep: Class 2 contains 188348 members 
Entering Unmasked Estep 
Score: -15906359.000000 Penalty: 1147.661499
	Iteration 30Q: 3 clusters Score -1.590636e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110850 members 
Mstep: Class 2 contains 189188 members 
Entering Unmasked Estep 
Score: -15906593.000000 Penalty: 1147.661499
	Iteration 31Q: 3 clusters Score -1.590659e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109937 members 
Mstep: Class 2 contains 190101 members 
Entering Unmasked Estep 
Score: -15906864.000000 Penalty: 1147.661499
	Iteration 32Q: 3 clusters Score -1.590686e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109022 members 
Mstep: Class 2 contains 191016 members 
Entering Unmasked Estep 
Score: -15907070.000000 Penalty: 1147.661499
	Iteration 33Q: 3 clusters Score -1.590707e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108144 members 
Mstep: Class 2 contains 191894 members 
Entering Unmasked Estep 
Score: -15907405.000000 Penalty: 1147.661499
	Iteration 34Q: 3 clusters Score -1.59074e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107207 members 
Mstep: Class 2 contains 192831 members 
Entering Unmasked Estep 
Score: -15907665.000000 Penalty: 1147.661499
	Iteration 35Q: 3 clusters Score -1.590766e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106419 members 
Mstep: Class 2 contains 193619 members 
Entering Unmasked Estep 
Score: -15907909.000000 Penalty: 1147.661499
	Iteration 36Q: 3 clusters Score -1.590791e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105649 members 
Mstep: Class 2 contains 194389 members 
Entering Unmasked Estep 
Score: -15908196.000000 Penalty: 1147.661499
	Iteration 37Q: 3 clusters Score -1.59082e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104887 members 
Mstep: Class 2 contains 195151 members 
Entering Unmasked Estep 
Score: -15908537.000000 Penalty: 1147.661499
	Iteration 38Q: 3 clusters Score -1.590854e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104152 members 
Mstep: Class 2 contains 195886 members 
Entering Unmasked Estep 
Score: -15908986.000000 Penalty: 1147.661499
	Iteration 39Q: 3 clusters Score -1.590899e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103333 members 
Mstep: Class 2 contains 196705 members 
Entering Unmasked Estep 
Score: -15909380.000000 Penalty: 1147.661499
	Iteration 40F: 3 clusters Score -1.590938e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102609 members 
Mstep: Class 2 contains 197429 members 
Entering Unmasked Estep 
Score: -15909936.000000 Penalty: 1147.661499
	Iteration 41Q: 3 clusters Score -1.590994e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101840 members 
Mstep: Class 2 contains 198198 members 
Entering Unmasked Estep 
Score: -15910503.000000 Penalty: 1147.661499
	Iteration 42Q: 3 clusters Score -1.59105e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101102 members 
Mstep: Class 2 contains 198936 members 
Entering Unmasked Estep 
Score: -15911008.000000 Penalty: 1147.661499
	Iteration 43Q: 3 clusters Score -1.591101e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100321 members 
Mstep: Class 2 contains 199717 members 
Entering Unmasked Estep 
Score: -15911563.000000 Penalty: 1147.661499
	Iteration 44Q: 3 clusters Score -1.591156e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99524 members 
Mstep: Class 2 contains 200514 members 
Entering Unmasked Estep 
Score: -15912065.000000 Penalty: 1147.661499
	Iteration 45Q: 3 clusters Score -1.591206e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98589 members 
Mstep: Class 2 contains 201449 members 
Entering Unmasked Estep 
Score: -15912706.000000 Penalty: 1147.661499
	Iteration 46Q: 3 clusters Score -1.591271e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Mstep: Class 2 contains 202355 members 
Entering Unmasked Estep 
Score: -15913274.000000 Penalty: 1147.661499
	Iteration 47Q: 3 clusters Score -1.591327e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96857 members 
Mstep: Class 2 contains 203181 members 
Entering Unmasked Estep 
Score: -15913788.000000 Penalty: 1147.661499
	Iteration 48Q: 3 clusters Score -1.591379e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96056 members 
Mstep: Class 2 contains 203982 members 
Entering Unmasked Estep 
Score: -15914296.000000 Penalty: 1147.661499
	Iteration 49Q: 3 clusters Score -1.59143e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 204836 members 
Entering Unmasked Estep 
Score: -15914866.000000 Penalty: 1147.661499
	Iteration 50Q: 3 clusters Score -1.591487e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94289 members 
Mstep: Class 2 contains 205749 members 
Entering Unmasked Estep 
Score: -15915457.000000 Penalty: 1147.661499
	Iteration 51Q: 3 clusters Score -1.591546e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93408 members 
Mstep: Class 2 contains 206630 members 
Entering Unmasked Estep 
Score: -15916002.000000 Penalty: 1147.661499
	Iteration 52Q: 3 clusters Score -1.5916e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92466 members 
Mstep: Class 2 contains 207572 members 
Entering Unmasked Estep 
Score: -15916394.000000 Penalty: 1147.661499
	Iteration 53Q: 3 clusters Score -1.591639e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91502 members 
Mstep: Class 2 contains 208536 members 
Entering Unmasked Estep 
Score: -15916813.000000 Penalty: 1147.661499
	Iteration 54Q: 3 clusters Score -1.591681e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90447 members 
Mstep: Class 2 contains 209591 members 
Entering Unmasked Estep 
Score: -15917362.000000 Penalty: 1147.661499
	Iteration 55Q: 3 clusters Score -1.591736e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89348 members 
Mstep: Class 2 contains 210690 members 
Entering Unmasked Estep 
Score: -15917747.000000 Penalty: 1147.661499
	Iteration 56Q: 3 clusters Score -1.591775e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 211896 members 
Entering Unmasked Estep 
Score: -15918173.000000 Penalty: 1147.661499
	Iteration 57Q: 3 clusters Score -1.591817e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Mstep: Class 2 contains 213171 members 
Entering Unmasked Estep 
Score: -15918434.000000 Penalty: 1147.661499
	Iteration 58Q: 3 clusters Score -1.591843e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85521 members 
Mstep: Class 2 contains 214517 members 
Entering Unmasked Estep 
Score: -15918745.000000 Penalty: 1147.661499
	Iteration 59Q: 3 clusters Score -1.591874e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84130 members 
Mstep: Class 2 contains 215908 members 
Entering Unmasked Estep 
Score: -15919066.000000 Penalty: 1147.661499
	Iteration 60F: 3 clusters Score -1.591907e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82651 members 
Mstep: Class 2 contains 217387 members 
Entering Unmasked Estep 
Score: -15919442.000000 Penalty: 1147.661499
	Iteration 61Q: 3 clusters Score -1.591944e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 218918 members 
Entering Unmasked Estep 
Score: -15919723.000000 Penalty: 1147.661499
	Iteration 62Q: 3 clusters Score -1.591972e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 220501 members 
Entering Unmasked Estep 
Score: -15920117.000000 Penalty: 1147.661499
	Iteration 63Q: 3 clusters Score -1.592012e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77902 members 
Mstep: Class 2 contains 222136 members 
Entering Unmasked Estep 
Score: -15920513.000000 Penalty: 1147.661499
	Iteration 64Q: 3 clusters Score -1.592051e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 223898 members 
Entering Unmasked Estep 
Score: -15920858.000000 Penalty: 1147.661499
	Iteration 65Q: 3 clusters Score -1.592086e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 225757 members 
Entering Unmasked Estep 
Score: -15921110.000000 Penalty: 1147.661499
	Iteration 66Q: 3 clusters Score -1.592111e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 227680 members 
Entering Unmasked Estep 
Score: -15921528.000000 Penalty: 1147.661499
	Iteration 67Q: 3 clusters Score -1.592153e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 229685 members 
Entering Unmasked Estep 
Score: -15921866.000000 Penalty: 1147.661499
	Iteration 68Q: 3 clusters Score -1.592187e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 231810 members 
Entering Unmasked Estep 
Score: -15922319.000000 Penalty: 1147.661499
	Iteration 69Q: 3 clusters Score -1.592232e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 234031 members 
Entering Unmasked Estep 
Score: -15922786.000000 Penalty: 1147.661499
	Iteration 70Q: 3 clusters Score -1.592279e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Mstep: Class 2 contains 236335 members 
Entering Unmasked Estep 
Score: -15923258.000000 Penalty: 1147.661499
	Iteration 71Q: 3 clusters Score -1.592326e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 238755 members 
Entering Unmasked Estep 
Score: -15923726.000000 Penalty: 1147.661499
	Iteration 72Q: 3 clusters Score -1.592373e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 241325 members 
Entering Unmasked Estep 
Score: -15924249.000000 Penalty: 1147.661499
	Iteration 73Q: 3 clusters Score -1.592425e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 244063 members 
Entering Unmasked Estep 
Score: -15924993.000000 Penalty: 1147.661499
	Iteration 74Q: 3 clusters Score -1.592499e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 247019 members 
Entering Unmasked Estep 
Score: -15925670.000000 Penalty: 1147.661499
	Iteration 75Q: 3 clusters Score -1.592567e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 250096 members 
Entering Unmasked Estep 
Score: -15926530.000000 Penalty: 1147.661499
	Iteration 76Q: 3 clusters Score -1.592653e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 253226 members 
Entering Unmasked Estep 
Score: -15927362.000000 Penalty: 1147.661499
	Iteration 77Q: 3 clusters Score -1.592736e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 256421 members 
Entering Unmasked Estep 
Score: -15928110.000000 Penalty: 1147.661499
	Iteration 78Q: 3 clusters Score -1.592811e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 259704 members 
Entering Unmasked Estep 
Score: -15928979.000000 Penalty: 1147.661499
	Iteration 79Q: 3 clusters Score -1.592898e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 263007 members 
Entering Unmasked Estep 
Score: -15930037.000000 Penalty: 1147.661499
	Iteration 80F: 3 clusters Score -1.593004e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 266370 members 
Entering Unmasked Estep 
Score: -15932172.000000 Penalty: 1147.661499
	Iteration 81Q: 3 clusters Score -1.593217e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 270000 members 
Entering Unmasked Estep 
Score: -15934715.000000 Penalty: 1147.661499
	Iteration 82Q: 3 clusters Score -1.593472e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 274292 members 
Entering Unmasked Estep 
Score: -15936973.000000 Penalty: 1147.661499
	Iteration 83Q: 3 clusters Score -1.593697e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 279055 members 
Entering Unmasked Estep 
Score: -15938415.000000 Penalty: 1147.661499
	Iteration 84Q: 3 clusters Score -1.593842e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 284051 members 
Entering Unmasked Estep 
Score: -15939359.000000 Penalty: 1147.661499
	Iteration 85Q: 3 clusters Score -1.593936e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 288874 members 
Entering Unmasked Estep 
Score: -15939378.000000 Penalty: 1147.661499
	Iteration 86Q: 3 clusters Score -1.593938e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 293017 members 
Entering Unmasked Estep 
Score: -15939127.000000 Penalty: 1147.661499
	Iteration 87Q: 3 clusters Score -1.593913e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 296226 members 
Entering Unmasked Estep 
Score: -15938925.000000 Penalty: 1147.661499
	Iteration 88Q: 3 clusters Score -1.593892e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 298428 members 
Entering Unmasked Estep 
Score: -15938425.000000 Penalty: 1147.661499
	Iteration 89Q: 3 clusters Score -1.593842e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 299505 members 
Entering Unmasked Estep 
Score: -15938041.000000 Penalty: 1147.661499
	Iteration 90Q: 3 clusters Score -1.593804e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 299849 members 
Entering Unmasked Estep 
Score: -15937906.000000 Penalty: 1147.661499
	Iteration 91Q: 3 clusters Score -1.593791e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 299961 members 
Entering Unmasked Estep 
Score: -15937889.000000 Penalty: 1147.661499
	Iteration 92Q: 3 clusters Score -1.593789e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 299985 members 
Entering Unmasked Estep 
Score: -15937898.000000 Penalty: 1147.661499
	Iteration 93Q: 3 clusters Score -1.59379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 299995 members 
Entering Unmasked Estep 
Score: -15937899.000000 Penalty: 1147.661499
	Iteration 94Q: 3 clusters Score -1.59379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 299995 members 
Entering Unmasked Estep 
Score: -15937904.000000 Penalty: 1147.661499
	Iteration 95Q: 3 clusters Score -1.59379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 299998 members 
Entering Unmasked Estep 
Score: -15937929.000000 Penalty: 1147.661499
	Iteration 96Q: 3 clusters Score -1.593793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 299997 members 
Entering Unmasked Estep 
Score: -15937925.000000 Penalty: 1147.661499
	Iteration 97Q: 3 clusters Score -1.593792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 299997 members 
Entering Unmasked Estep 
Score: -15937925.000000 Penalty: 1147.661499
	Iteration 98F: 3 clusters Score -1.593792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -12962.047852 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -12962.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12622.231445 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -12622.23 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12706.643555 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -12706.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12722.567383 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -12722.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12727.840820 Penalty: 508.439636
	Iteration 3Q: 3 clusters Score -12727.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12737.253906 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -12737.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12747.339844 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -12747.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12750.210938 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -12750.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12750.210938 Penalty: 508.439636
	Iteration 7F: 3 clusters Score -12750.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6282.841797 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6282.842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6059.215820 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6059.216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6084.389648 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6084.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6087.887207 Penalty: 448.380096
	Iteration 2Q: 3 clusters Score -6087.887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6092.129883 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -6092.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6095.240234 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -6095.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6098.831055 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -6098.831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6098.831055 Penalty: 448.380096
	Iteration 6F: 3 clusters Score -6098.831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -14179.233398 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -14179.23 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 141 members 
Entering Unmasked Estep 
Score: -13837.559570 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -13837.56 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13921.847656 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -13921.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13936.616211 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -13936.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13945.192383 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -13945.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13950.502930 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -13950.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13951.532227 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -13951.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13951.868164 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -13951.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13953.033203 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -13953.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13953.033203 Penalty: 522.613281
	Iteration 8F: 3 clusters Score -13953.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8292.327148 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -8292.327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8030.615234 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -8030.615 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8147.988770 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -8147.989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8201.750977 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -8201.751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8234.289062 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -8234.289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8249.915039 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -8249.915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8275.678711 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -8275.679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8306.514648 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -8306.515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8315.591797 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -8315.592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8316.057617 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -8316.058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8316.057617 Penalty: 485.277405
	Iteration 9F: 3 clusters Score -8316.058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4652 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2466 members 
Mstep: Class 6 contains 6592 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15822 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 9760 members 
Mstep: Class 16 contains 41445 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 31144 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76042 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10495 members 
Mstep: Class 34 contains 1986 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300038 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 115 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 92 members 
Entering Unmasked Estep 
Score: -27456920.000000 Penalty: 26406.333984
Splitting cluster 42 changes total score from -27457206.000000 to -27456920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -17475.082031 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -17475.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17061.435547 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -17061.44 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17156.943359 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -17156.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17174.207031 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -17174.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17194.546875 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -17194.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17212.363281 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -17212.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17224.212891 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -17224.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17233.507812 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -17233.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17241.984375 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -17241.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17244.599609 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -17244.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17247.566406 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -17247.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17251.164062 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -17251.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17253.759766 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -17253.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17256.201172 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -17256.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17261.863281 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -17261.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17266.076172 Penalty: 542.919373
	Iteration 14Q: 3 clusters Score -17266.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17267.375000 Penalty: 542.919373
	Iteration 15Q: 3 clusters Score -17267.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17267.886719 Penalty: 542.919373
	Iteration 16Q: 3 clusters Score -17267.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17267.886719 Penalty: 542.919373
	Iteration 17F: 3 clusters Score -17267.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4652 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2466 members 
Mstep: Class 6 contains 6592 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15822 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 9760 members 
Mstep: Class 16 contains 41445 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 31144 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76042 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10495 members 
Mstep: Class 34 contains 1986 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300038 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457264.000000 Penalty: 25806.189453
Iteration 319Q: 44 clusters Score -2.745726e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4651 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2463 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15768 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9455 members 
Mstep: Class 15 contains 9788 members 
Mstep: Class 16 contains 41437 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6203 members 
Mstep: Class 23 contains 31143 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76052 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10497 members 
Mstep: Class 34 contains 1988 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300052 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457234.000000 Penalty: 25806.189453
Iteration 320F: 44 clusters Score -2.745723e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4651 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2460 members 
Mstep: Class 6 contains 6574 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15715 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9472 members 
Mstep: Class 15 contains 9814 members 
Mstep: Class 16 contains 41440 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6203 members 
Mstep: Class 23 contains 31147 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76054 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10498 members 
Mstep: Class 34 contains 1989 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300064 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457208.000000 Penalty: 25806.189453
Iteration 321Q: 44 clusters Score -2.745721e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4652 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 6564 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15681 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 9486 members 
Mstep: Class 15 contains 9846 members 
Mstep: Class 16 contains 41439 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6203 members 
Mstep: Class 23 contains 31150 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76053 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10495 members 
Mstep: Class 34 contains 1991 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300062 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457148.000000 Penalty: 25806.189453
Iteration 322Q: 44 clusters Score -2.745715e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4652 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 6554 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15662 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 9496 members 
Mstep: Class 15 contains 9870 members 
Mstep: Class 16 contains 41442 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 31154 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76055 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10497 members 
Mstep: Class 34 contains 1992 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300046 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457162.000000 Penalty: 25806.189453
Iteration 323Q: 44 clusters Score -2.745716e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4652 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 6550 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9504 members 
Mstep: Class 15 contains 9894 members 
Mstep: Class 16 contains 41444 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 31155 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76059 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10495 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300032 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457186.000000 Penalty: 25806.189453
Iteration 324Q: 44 clusters Score -2.745719e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4652 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 6544 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15612 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9515 members 
Mstep: Class 15 contains 9925 members 
Mstep: Class 16 contains 41445 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 31151 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76063 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10497 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300021 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457186.000000 Penalty: 25806.189453
Iteration 325Q: 44 clusters Score -2.745719e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4652 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 6537 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15592 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9524 members 
Mstep: Class 15 contains 9947 members 
Mstep: Class 16 contains 41447 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 31144 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76074 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10496 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300012 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457200.000000 Penalty: 25806.189453
Iteration 326Q: 44 clusters Score -2.74572e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4651 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 6532 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15574 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9535 members 
Mstep: Class 15 contains 9968 members 
Mstep: Class 16 contains 41449 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 31143 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76077 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10499 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299997 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457240.000000 Penalty: 25806.189453
Iteration 327Q: 44 clusters Score -2.745724e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 6526 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15547 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9546 members 
Mstep: Class 15 contains 9989 members 
Mstep: Class 16 contains 41444 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 31139 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76083 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10499 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300005 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457244.000000 Penalty: 25806.189453
Iteration 328Q: 44 clusters Score -2.745724e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 6515 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15511 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9564 members 
Mstep: Class 15 contains 10004 members 
Mstep: Class 16 contains 41438 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 31141 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76093 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10499 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300011 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457240.000000 Penalty: 25806.189453
Iteration 329Q: 44 clusters Score -2.745724e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 6503 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15475 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 9583 members 
Mstep: Class 15 contains 10015 members 
Mstep: Class 16 contains 41440 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 31141 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76110 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10503 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300004 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457246.000000 Penalty: 25806.189453
Iteration 330Q: 44 clusters Score -2.745725e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 6492 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15450 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 9601 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 41444 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 31142 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76123 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10504 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299996 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457240.000000 Penalty: 25806.189453
Iteration 331Q: 44 clusters Score -2.745724e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 6486 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15423 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 9613 members 
Mstep: Class 15 contains 10036 members 
Mstep: Class 16 contains 41447 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 31142 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76130 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10509 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299992 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457210.000000 Penalty: 25806.189453
Iteration 332Q: 44 clusters Score -2.745721e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 6481 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15371 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 9631 members 
Mstep: Class 15 contains 10052 members 
Mstep: Class 16 contains 41454 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 31143 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76145 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10509 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299994 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457250.000000 Penalty: 25806.189453
Iteration 333Q: 44 clusters Score -2.745725e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 6473 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15333 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 9647 members 
Mstep: Class 15 contains 10062 members 
Mstep: Class 16 contains 41458 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6201 members 
Mstep: Class 23 contains 31144 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76155 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10512 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299997 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457262.000000 Penalty: 25806.189453
Iteration 334Q: 44 clusters Score -2.745726e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2449 members 
Mstep: Class 6 contains 6469 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15301 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 9654 members 
Mstep: Class 15 contains 10076 members 
Mstep: Class 16 contains 41457 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6200 members 
Mstep: Class 23 contains 31142 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76172 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10517 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299996 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457248.000000 Penalty: 25806.189453
Iteration 335Q: 44 clusters Score -2.745725e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15276 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 9667 members 
Mstep: Class 15 contains 10082 members 
Mstep: Class 16 contains 41458 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6200 members 
Mstep: Class 23 contains 31142 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76184 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10520 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299996 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457276.000000 Penalty: 25806.189453
Iteration 336Q: 44 clusters Score -2.745728e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 9681 members 
Mstep: Class 15 contains 10087 members 
Mstep: Class 16 contains 41459 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6200 members 
Mstep: Class 23 contains 31142 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76188 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10524 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 299998 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457350.000000 Penalty: 25806.189453
Iteration 337Q: 44 clusters Score -2.745735e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 6453 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15216 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 9696 members 
Mstep: Class 15 contains 10094 members 
Mstep: Class 16 contains 41460 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6200 members 
Mstep: Class 23 contains 31143 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76190 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10527 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300009 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457332.000000 Penalty: 25806.189453
Iteration 338Q: 44 clusters Score -2.745733e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2443 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15181 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 10096 members 
Mstep: Class 16 contains 41460 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6199 members 
Mstep: Class 23 contains 31147 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76202 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10529 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300011 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457390.000000 Penalty: 25806.189453
Iteration 339Q: 44 clusters Score -2.745739e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2441 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 10099 members 
Mstep: Class 16 contains 41457 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6197 members 
Mstep: Class 23 contains 31151 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76216 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10532 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300014 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457396.000000 Penalty: 25806.189453
Iteration 340F: 44 clusters Score -2.74574e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4650 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 6434 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15109 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 9759 members 
Mstep: Class 15 contains 10106 members 
Mstep: Class 16 contains 41457 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6196 members 
Mstep: Class 23 contains 31152 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76233 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10536 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300009 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457382.000000 Penalty: 25806.189453
Iteration 341Q: 44 clusters Score -2.745738e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4651 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15082 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9776 members 
Mstep: Class 15 contains 10110 members 
Mstep: Class 16 contains 41468 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6195 members 
Mstep: Class 23 contains 31150 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76242 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10540 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300005 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457444.000000 Penalty: 25806.189453
Iteration 342Q: 44 clusters Score -2.745744e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4651 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2429 members 
Mstep: Class 6 contains 6420 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15053 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9786 members 
Mstep: Class 15 contains 10112 members 
Mstep: Class 16 contains 41486 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6193 members 
Mstep: Class 23 contains 31151 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76252 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10546 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300006 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457406.000000 Penalty: 25806.189453
Iteration 343Q: 44 clusters Score -2.745741e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4650 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2418 members 
Mstep: Class 6 contains 6414 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9796 members 
Mstep: Class 15 contains 10117 members 
Mstep: Class 16 contains 41498 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6194 members 
Mstep: Class 23 contains 31150 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76261 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10552 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300016 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457426.000000 Penalty: 25806.189453
Iteration 344Q: 44 clusters Score -2.745743e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2418 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14996 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 10124 members 
Mstep: Class 16 contains 41501 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6194 members 
Mstep: Class 23 contains 31148 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76259 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10554 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457452.000000 Penalty: 25806.189453
Iteration 345Q: 44 clusters Score -2.745745e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14960 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9837 members 
Mstep: Class 15 contains 10128 members 
Mstep: Class 16 contains 41506 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6191 members 
Mstep: Class 23 contains 31146 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76256 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10557 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300058 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457486.000000 Penalty: 25806.189453
Iteration 346Q: 44 clusters Score -2.745749e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9851 members 
Mstep: Class 15 contains 10138 members 
Mstep: Class 16 contains 41518 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 31141 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76259 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10557 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300075 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457494.000000 Penalty: 25806.189453
Iteration 347Q: 44 clusters Score -2.745749e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 6362 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14885 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9860 members 
Mstep: Class 15 contains 10155 members 
Mstep: Class 16 contains 41524 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 31133 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76268 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10558 members 
Mstep: Class 34 contains 1996 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300091 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457536.000000 Penalty: 25806.189453
Iteration 348Q: 44 clusters Score -2.745754e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4645 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 6353 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14841 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9874 members 
Mstep: Class 15 contains 10163 members 
Mstep: Class 16 contains 41526 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 31130 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76278 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10559 members 
Mstep: Class 34 contains 1998 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300114 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457502.000000 Penalty: 25806.189453
Iteration 349Q: 44 clusters Score -2.74575e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 6351 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14802 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9882 members 
Mstep: Class 15 contains 10176 members 
Mstep: Class 16 contains 41528 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 31123 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76285 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10559 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300133 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457498.000000 Penalty: 25806.189453
Iteration 350Q: 44 clusters Score -2.74575e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 6349 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 10183 members 
Mstep: Class 16 contains 41525 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 31115 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76293 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10560 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300156 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457472.000000 Penalty: 25806.189453
Iteration 351Q: 44 clusters Score -2.745747e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 6344 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9903 members 
Mstep: Class 15 contains 10187 members 
Mstep: Class 16 contains 41523 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 31108 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76299 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10561 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300184 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457496.000000 Penalty: 25806.189453
Iteration 352Q: 44 clusters Score -2.74575e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 6337 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14693 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9913 members 
Mstep: Class 15 contains 10200 members 
Mstep: Class 16 contains 41525 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 31094 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76305 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10561 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300211 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457494.000000 Penalty: 25806.189453
Iteration 353Q: 44 clusters Score -2.745749e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 6334 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14662 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9918 members 
Mstep: Class 15 contains 10210 members 
Mstep: Class 16 contains 41527 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 31083 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76314 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10561 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300231 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457486.000000 Penalty: 25806.189453
Iteration 354Q: 44 clusters Score -2.745749e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14637 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 10218 members 
Mstep: Class 16 contains 41527 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 31077 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76319 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10561 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300249 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457482.000000 Penalty: 25806.189453
Iteration 355Q: 44 clusters Score -2.745748e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 10228 members 
Mstep: Class 16 contains 41527 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 31060 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76327 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10561 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300268 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457434.000000 Penalty: 25806.189453
Iteration 356Q: 44 clusters Score -2.745743e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 6329 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14602 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 41527 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 31047 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76330 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10559 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300280 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457410.000000 Penalty: 25806.189453
Iteration 357Q: 44 clusters Score -2.745741e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14584 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 10256 members 
Mstep: Class 16 contains 41523 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 31038 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76331 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10559 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300294 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457438.000000 Penalty: 25806.189453
Iteration 358Q: 44 clusters Score -2.745744e+07 nChanged 68
Entering ConstructFrom: 
Score: -27457438.000000 Penalty: 25806.189453
Entering ConstructFrom: 
Trying to split cluster 1 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -6442.980957 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -6442.981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6196.185547 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -6196.186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6293.096191 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -6293.096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6309.499023 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -6309.499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6323.203613 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -6323.204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6333.187500 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -6333.188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6336.742188 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -6336.742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6337.369629 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -6337.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6338.388672 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -6338.389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6338.388672 Penalty: 475.542938
	Iteration 8F: 3 clusters Score -6338.389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Entering Unmasked Estep 
Score: -259805.875000 Penalty: 384.171600
	Iteration 0F: 2 clusters Score -259805.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -256630.375000 Penalty: 768.343201
	Iteration 0F: 3 clusters Score -256630.4 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -257902.250000 Penalty: 768.343201
	Iteration 1F: 3 clusters Score -257902.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -258083.500000 Penalty: 768.343201
	Iteration 2F: 3 clusters Score -258083.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -258268.703125 Penalty: 768.343201
	Iteration 3F: 3 clusters Score -258268.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -258515.203125 Penalty: 768.343201
	Iteration 4F: 3 clusters Score -258515.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -258794.171875 Penalty: 768.343201
	Iteration 5F: 3 clusters Score -258794.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -259018.328125 Penalty: 768.343201
	Iteration 6F: 3 clusters Score -259018.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -259204.265625 Penalty: 768.343201
	Iteration 7Q: 3 clusters Score -259204.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -259337.218750 Penalty: 768.343201
	Iteration 8Q: 3 clusters Score -259337.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -259398.609375 Penalty: 768.343201
	Iteration 9Q: 3 clusters Score -259398.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -259444.718750 Penalty: 768.343201
	Iteration 10Q: 3 clusters Score -259444.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -259468.406250 Penalty: 768.343201
	Iteration 11Q: 3 clusters Score -259468.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -259474.078125 Penalty: 768.343201
	Iteration 12Q: 3 clusters Score -259474.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -259479.218750 Penalty: 768.343201
	Iteration 13Q: 3 clusters Score -259479.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -259486.609375 Penalty: 768.343201
	Iteration 14Q: 3 clusters Score -259486.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -259491.406250 Penalty: 768.343201
	Iteration 15Q: 3 clusters Score -259491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -259493.140625 Penalty: 768.343201
	Iteration 16Q: 3 clusters Score -259493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -259496.031250 Penalty: 768.343201
	Iteration 17Q: 3 clusters Score -259496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -259499.187500 Penalty: 768.343201
	Iteration 18Q: 3 clusters Score -259499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -259500.296875 Penalty: 768.343201
	Iteration 19Q: 3 clusters Score -259500.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -259500.296875 Penalty: 768.343201
	Iteration 20F: 3 clusters Score -259500.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -40852.687500 Penalty: 301.636017
	Iteration 0F: 2 clusters Score -40852.69 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 370 members 
Entering Unmasked Estep 
Score: -40193.234375 Penalty: 603.272034
	Iteration 0F: 3 clusters Score -40193.23 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40359.335938 Penalty: 603.272034
	Iteration 1F: 3 clusters Score -40359.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40383.679688 Penalty: 603.272034
	Iteration 2F: 3 clusters Score -40383.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -40395.742188 Penalty: 603.272034
	Iteration 3Q: 3 clusters Score -40395.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40406.441406 Penalty: 603.272034
	Iteration 4Q: 3 clusters Score -40406.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -40415.312500 Penalty: 603.272034
	Iteration 5Q: 3 clusters Score -40415.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40423.894531 Penalty: 603.272034
	Iteration 6Q: 3 clusters Score -40423.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40430.605469 Penalty: 603.272034
	Iteration 7Q: 3 clusters Score -40430.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -40439.921875 Penalty: 603.272034
	Iteration 8Q: 3 clusters Score -40439.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -40446.613281 Penalty: 603.272034
	Iteration 9Q: 3 clusters Score -40446.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -40450.898438 Penalty: 603.272034
	Iteration 10Q: 3 clusters Score -40450.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -40455.449219 Penalty: 603.272034
	Iteration 11Q: 3 clusters Score -40455.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -40456.652344 Penalty: 603.272034
	Iteration 12Q: 3 clusters Score -40456.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40459.816406 Penalty: 603.272034
	Iteration 13Q: 3 clusters Score -40459.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -40460.882812 Penalty: 603.272034
	Iteration 14Q: 3 clusters Score -40460.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -40461.054688 Penalty: 603.272034
	Iteration 15Q: 3 clusters Score -40461.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -40461.281250 Penalty: 603.272034
	Iteration 16Q: 3 clusters Score -40461.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40461.816406 Penalty: 603.272034
	Iteration 17Q: 3 clusters Score -40461.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -40462.023438 Penalty: 603.272034
	Iteration 18Q: 3 clusters Score -40462.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40462.085938 Penalty: 603.272034
	Iteration 19Q: 3 clusters Score -40462.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40462.199219 Penalty: 603.272034
	Iteration 20F: 3 clusters Score -40462.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -21436.439453 Penalty: 281.096466
	Iteration 0F: 2 clusters Score -21436.44 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 241 members 
Entering Unmasked Estep 
Score: -20966.248047 Penalty: 562.192932
	Iteration 0F: 3 clusters Score -20966.25 nChanged 160
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: -21169.300781 Penalty: 562.192932
	Iteration 1F: 3 clusters Score -21169.3 nChanged 58
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: -21260.054688 Penalty: 562.192932
	Iteration 2F: 3 clusters Score -21260.05 nChanged 41
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: -21353.726562 Penalty: 562.192932
	Iteration 3F: 3 clusters Score -21353.73 nChanged 33
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: -21424.207031 Penalty: 562.192932
	Iteration 4F: 3 clusters Score -21424.21 nChanged 22
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: -21455.935547 Penalty: 562.192932
	Iteration 5Q: 3 clusters Score -21455.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21476.839844 Penalty: 562.192932
	Iteration 6Q: 3 clusters Score -21476.84 nChanged 11
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: -21488.837891 Penalty: 562.192932
	Iteration 7Q: 3 clusters Score -21488.84 nChanged 4
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: -21489.972656 Penalty: 562.192932
	Iteration 8Q: 3 clusters Score -21489.97 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: -21490.363281 Penalty: 562.192932
	Iteration 9Q: 3 clusters Score -21490.36 nChanged 0
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: -21490.363281 Penalty: 562.192932
	Iteration 10F: 3 clusters Score -21490.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 252 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14562 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9939 members 
Mstep: Class 15 contains 10263 members 
Mstep: Class 16 contains 41518 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 31025 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76332 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10561 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 300320 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 230 members 
Entering Unmasked Estep 
Score: -27457146.000000 Penalty: 26406.333984
Splitting cluster 4 changes total score from -27457438.000000 to -27457146.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -121716.796875 Penalty: 354.174591
	Iteration 0F: 2 clusters Score -121716.8 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 1223 members 
Entering Unmasked Estep 
Score: -120017.609375 Penalty: 708.349182
	Iteration 0F: 3 clusters Score -120017.6 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -120609.125000 Penalty: 708.349182
	Iteration 1F: 3 clusters Score -120609.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -120767.500000 Penalty: 708.349182
	Iteration 2F: 3 clusters Score -120767.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -120925.148438 Penalty: 708.349182
	Iteration 3F: 3 clusters Score -120925.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -121093.734375 Penalty: 708.349182
	Iteration 4F: 3 clusters Score -121093.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -121240.093750 Penalty: 708.349182
	Iteration 5F: 3 clusters Score -121240.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -121357.398438 Penalty: 708.349182
	Iteration 6F: 3 clusters Score -121357.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -121441.765625 Penalty: 708.349182
	Iteration 7Q: 3 clusters Score -121441.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -121502.218750 Penalty: 708.349182
	Iteration 8Q: 3 clusters Score -121502.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -121527.078125 Penalty: 708.349182
	Iteration 9Q: 3 clusters Score -121527.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -121541.281250 Penalty: 708.349182
	Iteration 10Q: 3 clusters Score -121541.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -121545.578125 Penalty: 708.349182
	Iteration 11Q: 3 clusters Score -121545.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -121547.851562 Penalty: 708.349182
	Iteration 12Q: 3 clusters Score -121547.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -121548.796875 Penalty: 708.349182
	Iteration 13Q: 3 clusters Score -121548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -121549.070312 Penalty: 708.349182
	Iteration 14Q: 3 clusters Score -121549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -121549.523438 Penalty: 708.349182
	Iteration 15Q: 3 clusters Score -121549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -121549.585938 Penalty: 708.349182
	Iteration 16Q: 3 clusters Score -121549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -121549.554688 Penalty: 708.349182
	Iteration 17Q: 3 clusters Score -121549.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -121549.554688 Penalty: 708.349182
	Iteration 18F: 3 clusters Score -121549.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Entering Unmasked Estep 
Score: -335891.156250 Penalty: 398.213684
	Iteration 0F: 2 clusters Score -335891.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -331670.500000 Penalty: 796.427368
	Iteration 0F: 3 clusters Score -331670.5 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -333509.062500 Penalty: 796.427368
	Iteration 1F: 3 clusters Score -333509.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -333917.218750 Penalty: 796.427368
	Iteration 2F: 3 clusters Score -333917.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -334402.343750 Penalty: 796.427368
	Iteration 3F: 3 clusters Score -334402.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -334802.812500 Penalty: 796.427368
	Iteration 4F: 3 clusters Score -334802.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -335084.062500 Penalty: 796.427368
	Iteration 5Q: 3 clusters Score -335084.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -335234.687500 Penalty: 796.427368
	Iteration 6Q: 3 clusters Score -335234.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -335325.875000 Penalty: 796.427368
	Iteration 7Q: 3 clusters Score -335325.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -335392.281250 Penalty: 796.427368
	Iteration 8Q: 3 clusters Score -335392.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -335438.468750 Penalty: 796.427368
	Iteration 9Q: 3 clusters Score -335438.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -335468.406250 Penalty: 796.427368
	Iteration 10Q: 3 clusters Score -335468.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -335480.718750 Penalty: 796.427368
	Iteration 11Q: 3 clusters Score -335480.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -335488.656250 Penalty: 796.427368
	Iteration 12Q: 3 clusters Score -335488.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -335495.593750 Penalty: 796.427368
	Iteration 13Q: 3 clusters Score -335495.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -335498.625000 Penalty: 796.427368
	Iteration 14Q: 3 clusters Score -335498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -335500.781250 Penalty: 796.427368
	Iteration 15Q: 3 clusters Score -335500.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -335506.000000 Penalty: 796.427368
	Iteration 16Q: 3 clusters Score -335506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -335508.531250 Penalty: 796.427368
	Iteration 17Q: 3 clusters Score -335508.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -335510.937500 Penalty: 796.427368
	Iteration 18Q: 3 clusters Score -335510.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -335515.812500 Penalty: 796.427368
	Iteration 19Q: 3 clusters Score -335515.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -335519.656250 Penalty: 796.427368
	Iteration 20F: 3 clusters Score -335519.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -335522.187500 Penalty: 796.427368
	Iteration 21Q: 3 clusters Score -335522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -335523.437500 Penalty: 796.427368
	Iteration 22Q: 3 clusters Score -335523.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -335524.000000 Penalty: 796.427368
	Iteration 23Q: 3 clusters Score -335524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -335523.906250 Penalty: 796.427368
	Iteration 24Q: 3 clusters Score -335523.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -335524.687500 Penalty: 796.427368
	Iteration 25Q: 3 clusters Score -335524.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -335523.968750 Penalty: 796.427368
	Iteration 26Q: 3 clusters Score -335524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -335524.156250 Penalty: 796.427368
	Iteration 27Q: 3 clusters Score -335524.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -335524.156250 Penalty: 796.427368
	Iteration 28F: 3 clusters Score -335524.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3702.421143 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3702.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3522.607422 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3522.607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3537.808105 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3537.808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3543.035645 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3543.036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3548.620850 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -3548.621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3558.244629 Penalty: 389.176636
	Iteration 4Q: 3 clusters Score -3558.245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3558.244629 Penalty: 389.176636
	Iteration 5F: 3 clusters Score -3558.245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -12209.540039 Penalty: 256.867828
	Iteration 0F: 2 clusters Score -12209.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11899.518555 Penalty: 513.735657
	Iteration 0F: 3 clusters Score -11899.52 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12072.694336 Penalty: 513.735657
	Iteration 1F: 3 clusters Score -12072.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12122.333984 Penalty: 513.735657
	Iteration 2F: 3 clusters Score -12122.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12153.919922 Penalty: 513.735657
	Iteration 3F: 3 clusters Score -12153.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12176.046875 Penalty: 513.735657
	Iteration 4Q: 3 clusters Score -12176.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12181.484375 Penalty: 513.735657
	Iteration 5Q: 3 clusters Score -12181.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -12188.240234 Penalty: 513.735657
	Iteration 6Q: 3 clusters Score -12188.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -12189.544922 Penalty: 513.735657
	Iteration 7Q: 3 clusters Score -12189.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -12189.544922 Penalty: 513.735657
	Iteration 8F: 3 clusters Score -12189.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Entering Unmasked Estep 
Score: -196614.390625 Penalty: 375.864197
	Iteration 0F: 2 clusters Score -196614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -194011.515625 Penalty: 751.728394
	Iteration 0F: 3 clusters Score -194011.5 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -194896.937500 Penalty: 751.728394
	Iteration 1F: 3 clusters Score -194896.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -194996.640625 Penalty: 751.728394
	Iteration 2F: 3 clusters Score -194996.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -195132.218750 Penalty: 751.728394
	Iteration 3F: 3 clusters Score -195132.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -195284.468750 Penalty: 751.728394
	Iteration 4F: 3 clusters Score -195284.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -195459.468750 Penalty: 751.728394
	Iteration 5F: 3 clusters Score -195459.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -195633.203125 Penalty: 751.728394
	Iteration 6F: 3 clusters Score -195633.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -195769.859375 Penalty: 751.728394
	Iteration 7Q: 3 clusters Score -195769.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -195892.843750 Penalty: 751.728394
	Iteration 8Q: 3 clusters Score -195892.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -196012.937500 Penalty: 751.728394
	Iteration 9Q: 3 clusters Score -196012.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -196106.125000 Penalty: 751.728394
	Iteration 10Q: 3 clusters Score -196106.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -196160.750000 Penalty: 751.728394
	Iteration 11Q: 3 clusters Score -196160.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -196192.718750 Penalty: 751.728394
	Iteration 12Q: 3 clusters Score -196192.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -196216.921875 Penalty: 751.728394
	Iteration 13Q: 3 clusters Score -196216.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -196239.734375 Penalty: 751.728394
	Iteration 14Q: 3 clusters Score -196239.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -196253.000000 Penalty: 751.728394
	Iteration 15Q: 3 clusters Score -196253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -196263.375000 Penalty: 751.728394
	Iteration 16Q: 3 clusters Score -196263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -196268.453125 Penalty: 751.728394
	Iteration 17Q: 3 clusters Score -196268.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -196272.015625 Penalty: 751.728394
	Iteration 18Q: 3 clusters Score -196272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -196273.421875 Penalty: 751.728394
	Iteration 19Q: 3 clusters Score -196273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -196274.828125 Penalty: 751.728394
	Iteration 20F: 3 clusters Score -196274.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -196275.781250 Penalty: 751.728394
	Iteration 21Q: 3 clusters Score -196275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -196280.750000 Penalty: 751.728394
	Iteration 22Q: 3 clusters Score -196280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -196281.531250 Penalty: 751.728394
	Iteration 23Q: 3 clusters Score -196281.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -196286.671875 Penalty: 751.728394
	Iteration 24Q: 3 clusters Score -196286.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -196291.437500 Penalty: 751.728394
	Iteration 25Q: 3 clusters Score -196291.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -196294.750000 Penalty: 751.728394
	Iteration 26Q: 3 clusters Score -196294.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -196298.375000 Penalty: 751.728394
	Iteration 27Q: 3 clusters Score -196298.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -196300.375000 Penalty: 751.728394
	Iteration 28Q: 3 clusters Score -196300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -196301.078125 Penalty: 751.728394
	Iteration 29Q: 3 clusters Score -196301.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -196301.515625 Penalty: 751.728394
	Iteration 30Q: 3 clusters Score -196301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -196301.750000 Penalty: 751.728394
	Iteration 31Q: 3 clusters Score -196301.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -196302.406250 Penalty: 751.728394
	Iteration 32Q: 3 clusters Score -196302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -196302.593750 Penalty: 751.728394
	Iteration 33Q: 3 clusters Score -196302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -196302.593750 Penalty: 751.728394
	Iteration 34F: 3 clusters Score -196302.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Entering Unmasked Estep 
Score: -795538.250000 Penalty: 436.170746
	Iteration 0F: 2 clusters Score -795538.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -785732.562500 Penalty: 872.341492
	Iteration 0F: 3 clusters Score -785732.6 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -789805.875000 Penalty: 872.341492
	Iteration 1F: 3 clusters Score -789805.9 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -790181.125000 Penalty: 872.341492
	Iteration 2F: 3 clusters Score -790181.1 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -790746.000000 Penalty: 872.341492
	Iteration 3F: 3 clusters Score -790746 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -791680.187500 Penalty: 872.341492
	Iteration 4F: 3 clusters Score -791680.2 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -792862.062500 Penalty: 872.341492
	Iteration 5F: 3 clusters Score -792862.1 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -794041.187500 Penalty: 872.341492
	Iteration 6F: 3 clusters Score -794041.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -794771.937500 Penalty: 872.341492
	Iteration 7Q: 3 clusters Score -794771.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -795034.625000 Penalty: 872.341492
	Iteration 8Q: 3 clusters Score -795034.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -795103.312500 Penalty: 872.341492
	Iteration 9Q: 3 clusters Score -795103.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -795124.812500 Penalty: 872.341492
	Iteration 10Q: 3 clusters Score -795124.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -795142.250000 Penalty: 872.341492
	Iteration 11Q: 3 clusters Score -795142.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -795155.375000 Penalty: 872.341492
	Iteration 12Q: 3 clusters Score -795155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -795161.500000 Penalty: 872.341492
	Iteration 13Q: 3 clusters Score -795161.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -795164.937500 Penalty: 872.341492
	Iteration 14Q: 3 clusters Score -795164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -795169.250000 Penalty: 872.341492
	Iteration 15Q: 3 clusters Score -795169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -795168.875000 Penalty: 872.341492
	Iteration 16Q: 3 clusters Score -795168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -795168.875000 Penalty: 872.341492
	Iteration 17F: 3 clusters Score -795168.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -27341.158203 Penalty: 286.935516
	Iteration 0F: 2 clusters Score -27341.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26837.052734 Penalty: 573.871033
	Iteration 0F: 3 clusters Score -26837.05 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26958.677734 Penalty: 573.871033
	Iteration 1F: 3 clusters Score -26958.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -27005.695312 Penalty: 573.871033
	Iteration 2F: 3 clusters Score -27005.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -27029.865234 Penalty: 573.871033
	Iteration 3F: 3 clusters Score -27029.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -27045.361328 Penalty: 573.871033
	Iteration 4Q: 3 clusters Score -27045.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -27054.816406 Penalty: 573.871033
	Iteration 5Q: 3 clusters Score -27054.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -27059.777344 Penalty: 573.871033
	Iteration 6Q: 3 clusters Score -27059.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27062.246094 Penalty: 573.871033
	Iteration 7Q: 3 clusters Score -27062.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -27064.876953 Penalty: 573.871033
	Iteration 8Q: 3 clusters Score -27064.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27066.250000 Penalty: 573.871033
	Iteration 9Q: 3 clusters Score -27066.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27066.517578 Penalty: 573.871033
	Iteration 10Q: 3 clusters Score -27066.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27066.517578 Penalty: 573.871033
	Iteration 11F: 3 clusters Score -27066.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -27354.078125 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -27354.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26845.763672 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -26845.76 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26965.257812 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -26965.26 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27011.076172 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -27011.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27052.123047 Penalty: 569.795776
	Iteration 3F: 3 clusters Score -27052.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27088.943359 Penalty: 569.795776
	Iteration 4F: 3 clusters Score -27088.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27120.673828 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -27120.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27133.707031 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -27133.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27146.019531 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -27146.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27152.957031 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -27152.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27157.537109 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -27157.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27165.091797 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -27165.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -27171.263672 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -27171.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27171.359375 Penalty: 569.795776
	Iteration 12Q: 3 clusters Score -27171.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27171.359375 Penalty: 569.795776
	Iteration 13F: 3 clusters Score -27171.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -73006.500000 Penalty: 328.226471
	Iteration 0F: 2 clusters Score -73006.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -71966.500000 Penalty: 656.452942
	Iteration 0F: 3 clusters Score -71966.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -72350.226562 Penalty: 656.452942
	Iteration 1F: 3 clusters Score -72350.23 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -72432.531250 Penalty: 656.452942
	Iteration 2F: 3 clusters Score -72432.53 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -72509.085938 Penalty: 656.452942
	Iteration 3F: 3 clusters Score -72509.09 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -72572.773438 Penalty: 656.452942
	Iteration 4F: 3 clusters Score -72572.77 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -72646.789062 Penalty: 656.452942
	Iteration 5F: 3 clusters Score -72646.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -72697.273438 Penalty: 656.452942
	Iteration 6Q: 3 clusters Score -72697.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -72736.984375 Penalty: 656.452942
	Iteration 7Q: 3 clusters Score -72736.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -72764.140625 Penalty: 656.452942
	Iteration 8Q: 3 clusters Score -72764.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -72777.125000 Penalty: 656.452942
	Iteration 9Q: 3 clusters Score -72777.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -72791.976562 Penalty: 656.452942
	Iteration 10Q: 3 clusters Score -72791.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -72807.890625 Penalty: 656.452942
	Iteration 11Q: 3 clusters Score -72807.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -72820.070312 Penalty: 656.452942
	Iteration 12Q: 3 clusters Score -72820.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -72839.382812 Penalty: 656.452942
	Iteration 13Q: 3 clusters Score -72839.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -72852.539062 Penalty: 656.452942
	Iteration 14Q: 3 clusters Score -72852.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -72861.710938 Penalty: 656.452942
	Iteration 15Q: 3 clusters Score -72861.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72873.828125 Penalty: 656.452942
	Iteration 16Q: 3 clusters Score -72873.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -72887.546875 Penalty: 656.452942
	Iteration 17Q: 3 clusters Score -72887.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -72899.125000 Penalty: 656.452942
	Iteration 18Q: 3 clusters Score -72899.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -72907.632812 Penalty: 656.452942
	Iteration 19Q: 3 clusters Score -72907.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -72912.492188 Penalty: 656.452942
	Iteration 20F: 3 clusters Score -72912.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -72915.273438 Penalty: 656.452942
	Iteration 21Q: 3 clusters Score -72915.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -72916.335938 Penalty: 656.452942
	Iteration 22Q: 3 clusters Score -72916.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -72916.578125 Penalty: 656.452942
	Iteration 23Q: 3 clusters Score -72916.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -72916.578125 Penalty: 656.452942
	Iteration 24F: 3 clusters Score -72916.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Entering Unmasked Estep 
Score: -537113.625000 Penalty: 418.792084
	Iteration 0F: 2 clusters Score -537113.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -530495.625000 Penalty: 837.584167
	Iteration 0F: 3 clusters Score -530495.6 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -533204.750000 Penalty: 837.584167
	Iteration 1F: 3 clusters Score -533204.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -533414.062500 Penalty: 837.584167
	Iteration 2F: 3 clusters Score -533414.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -533621.062500 Penalty: 837.584167
	Iteration 3F: 3 clusters Score -533621.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -533854.937500 Penalty: 837.584167
	Iteration 4Q: 3 clusters Score -533854.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -534206.687500 Penalty: 837.584167
	Iteration 5F: 3 clusters Score -534206.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -534644.937500 Penalty: 837.584167
	Iteration 6F: 3 clusters Score -534644.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -535102.687500 Penalty: 837.584167
	Iteration 7F: 3 clusters Score -535102.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -535387.750000 Penalty: 837.584167
	Iteration 8Q: 3 clusters Score -535387.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -535505.812500 Penalty: 837.584167
	Iteration 9Q: 3 clusters Score -535505.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -535580.375000 Penalty: 837.584167
	Iteration 10Q: 3 clusters Score -535580.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -535639.062500 Penalty: 837.584167
	Iteration 11Q: 3 clusters Score -535639.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -535692.187500 Penalty: 837.584167
	Iteration 12Q: 3 clusters Score -535692.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -535748.937500 Penalty: 837.584167
	Iteration 13Q: 3 clusters Score -535748.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -535804.187500 Penalty: 837.584167
	Iteration 14Q: 3 clusters Score -535804.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -535858.875000 Penalty: 837.584167
	Iteration 15Q: 3 clusters Score -535858.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -535917.875000 Penalty: 837.584167
	Iteration 16Q: 3 clusters Score -535917.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -535982.937500 Penalty: 837.584167
	Iteration 17Q: 3 clusters Score -535982.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -536054.812500 Penalty: 837.584167
	Iteration 18Q: 3 clusters Score -536054.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -536140.375000 Penalty: 837.584167
	Iteration 19Q: 3 clusters Score -536140.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -536233.250000 Penalty: 837.584167
	Iteration 20F: 3 clusters Score -536233.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -536339.125000 Penalty: 837.584167
	Iteration 21Q: 3 clusters Score -536339.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -536424.562500 Penalty: 837.584167
	Iteration 22Q: 3 clusters Score -536424.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -536492.500000 Penalty: 837.584167
	Iteration 23Q: 3 clusters Score -536492.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -536549.625000 Penalty: 837.584167
	Iteration 24Q: 3 clusters Score -536549.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -536594.000000 Penalty: 837.584167
	Iteration 25Q: 3 clusters Score -536594 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -536631.625000 Penalty: 837.584167
	Iteration 26Q: 3 clusters Score -536631.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -536666.812500 Penalty: 837.584167
	Iteration 27Q: 3 clusters Score -536666.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -536689.375000 Penalty: 837.584167
	Iteration 28Q: 3 clusters Score -536689.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -536706.250000 Penalty: 837.584167
	Iteration 29Q: 3 clusters Score -536706.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -536715.687500 Penalty: 837.584167
	Iteration 30Q: 3 clusters Score -536715.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -536722.187500 Penalty: 837.584167
	Iteration 31Q: 3 clusters Score -536722.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -536728.750000 Penalty: 837.584167
	Iteration 32Q: 3 clusters Score -536728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -536736.375000 Penalty: 837.584167
	Iteration 33Q: 3 clusters Score -536736.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -536740.937500 Penalty: 837.584167
	Iteration 34Q: 3 clusters Score -536740.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -536745.562500 Penalty: 837.584167
	Iteration 35Q: 3 clusters Score -536745.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -536757.062500 Penalty: 837.584167
	Iteration 36Q: 3 clusters Score -536757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -536762.187500 Penalty: 837.584167
	Iteration 37Q: 3 clusters Score -536762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -536764.125000 Penalty: 837.584167
	Iteration 38Q: 3 clusters Score -536764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -536764.562500 Penalty: 837.584167
	Iteration 39Q: 3 clusters Score -536764.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -536764.937500 Penalty: 837.584167
	Iteration 40F: 3 clusters Score -536764.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -536766.312500 Penalty: 837.584167
	Iteration 41Q: 3 clusters Score -536766.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -536767.125000 Penalty: 837.584167
	Iteration 42Q: 3 clusters Score -536767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -536773.812500 Penalty: 837.584167
	Iteration 43Q: 3 clusters Score -536773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -536774.500000 Penalty: 837.584167
	Iteration 44Q: 3 clusters Score -536774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -536775.875000 Penalty: 837.584167
	Iteration 45Q: 3 clusters Score -536775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -536775.875000 Penalty: 837.584167
	Iteration 46F: 3 clusters Score -536775.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Entering Unmasked Estep 
Score: -578340.250000 Penalty: 420.251678
	Iteration 0F: 2 clusters Score -578340.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -571471.750000 Penalty: 840.503357
	Iteration 0F: 3 clusters Score -571471.8 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -574394.750000 Penalty: 840.503357
	Iteration 1F: 3 clusters Score -574394.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -574701.500000 Penalty: 840.503357
	Iteration 2F: 3 clusters Score -574701.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -575090.687500 Penalty: 840.503357
	Iteration 3F: 3 clusters Score -575090.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -575560.812500 Penalty: 840.503357
	Iteration 4F: 3 clusters Score -575560.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -576099.250000 Penalty: 840.503357
	Iteration 5F: 3 clusters Score -576099.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -576518.125000 Penalty: 840.503357
	Iteration 6F: 3 clusters Score -576518.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -576785.062500 Penalty: 840.503357
	Iteration 7Q: 3 clusters Score -576785.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -576900.625000 Penalty: 840.503357
	Iteration 8Q: 3 clusters Score -576900.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -576957.375000 Penalty: 840.503357
	Iteration 9Q: 3 clusters Score -576957.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -577002.562500 Penalty: 840.503357
	Iteration 10Q: 3 clusters Score -577002.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -577043.125000 Penalty: 840.503357
	Iteration 11Q: 3 clusters Score -577043.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -577075.875000 Penalty: 840.503357
	Iteration 12Q: 3 clusters Score -577075.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -577098.687500 Penalty: 840.503357
	Iteration 13Q: 3 clusters Score -577098.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -577127.187500 Penalty: 840.503357
	Iteration 14Q: 3 clusters Score -577127.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -577155.687500 Penalty: 840.503357
	Iteration 15Q: 3 clusters Score -577155.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -577195.750000 Penalty: 840.503357
	Iteration 16Q: 3 clusters Score -577195.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -577242.000000 Penalty: 840.503357
	Iteration 17Q: 3 clusters Score -577242 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -577281.875000 Penalty: 840.503357
	Iteration 18Q: 3 clusters Score -577281.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -577316.500000 Penalty: 840.503357
	Iteration 19Q: 3 clusters Score -577316.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -577351.500000 Penalty: 840.503357
	Iteration 20F: 3 clusters Score -577351.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -577389.062500 Penalty: 840.503357
	Iteration 21Q: 3 clusters Score -577389.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -577419.000000 Penalty: 840.503357
	Iteration 22Q: 3 clusters Score -577419 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -577448.250000 Penalty: 840.503357
	Iteration 23Q: 3 clusters Score -577448.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -577472.562500 Penalty: 840.503357
	Iteration 24Q: 3 clusters Score -577472.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -577496.687500 Penalty: 840.503357
	Iteration 25Q: 3 clusters Score -577496.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -577519.187500 Penalty: 840.503357
	Iteration 26Q: 3 clusters Score -577519.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -577541.812500 Penalty: 840.503357
	Iteration 27Q: 3 clusters Score -577541.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -577560.937500 Penalty: 840.503357
	Iteration 28Q: 3 clusters Score -577560.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -577576.875000 Penalty: 840.503357
	Iteration 29Q: 3 clusters Score -577576.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -577591.875000 Penalty: 840.503357
	Iteration 30Q: 3 clusters Score -577591.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -577603.312500 Penalty: 840.503357
	Iteration 31Q: 3 clusters Score -577603.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -577614.875000 Penalty: 840.503357
	Iteration 32Q: 3 clusters Score -577614.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -577628.125000 Penalty: 840.503357
	Iteration 33Q: 3 clusters Score -577628.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -577638.875000 Penalty: 840.503357
	Iteration 34Q: 3 clusters Score -577638.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -577652.125000 Penalty: 840.503357
	Iteration 35Q: 3 clusters Score -577652.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -577665.437500 Penalty: 840.503357
	Iteration 36Q: 3 clusters Score -577665.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -577681.812500 Penalty: 840.503357
	Iteration 37Q: 3 clusters Score -577681.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -577697.000000 Penalty: 840.503357
	Iteration 38Q: 3 clusters Score -577697 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -577710.687500 Penalty: 840.503357
	Iteration 39Q: 3 clusters Score -577710.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -577723.500000 Penalty: 840.503357
	Iteration 40F: 3 clusters Score -577723.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -577740.375000 Penalty: 840.503357
	Iteration 41Q: 3 clusters Score -577740.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -577753.250000 Penalty: 840.503357
	Iteration 42Q: 3 clusters Score -577753.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -577764.375000 Penalty: 840.503357
	Iteration 43Q: 3 clusters Score -577764.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -577775.250000 Penalty: 840.503357
	Iteration 44Q: 3 clusters Score -577775.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -577787.437500 Penalty: 840.503357
	Iteration 45Q: 3 clusters Score -577787.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -577797.375000 Penalty: 840.503357
	Iteration 46Q: 3 clusters Score -577797.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -577806.562500 Penalty: 840.503357
	Iteration 47Q: 3 clusters Score -577806.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -577816.375000 Penalty: 840.503357
	Iteration 48Q: 3 clusters Score -577816.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -577825.625000 Penalty: 840.503357
	Iteration 49Q: 3 clusters Score -577825.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -577837.187500 Penalty: 840.503357
	Iteration 50Q: 3 clusters Score -577837.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -577845.625000 Penalty: 840.503357
	Iteration 51Q: 3 clusters Score -577845.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -577857.500000 Penalty: 840.503357
	Iteration 52Q: 3 clusters Score -577857.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -577864.875000 Penalty: 840.503357
	Iteration 53Q: 3 clusters Score -577864.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -577875.687500 Penalty: 840.503357
	Iteration 54Q: 3 clusters Score -577875.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -577885.437500 Penalty: 840.503357
	Iteration 55Q: 3 clusters Score -577885.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -577897.125000 Penalty: 840.503357
	Iteration 56Q: 3 clusters Score -577897.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -577904.875000 Penalty: 840.503357
	Iteration 57Q: 3 clusters Score -577904.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -577915.000000 Penalty: 840.503357
	Iteration 58Q: 3 clusters Score -577915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -577924.687500 Penalty: 840.503357
	Iteration 59Q: 3 clusters Score -577924.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -577936.187500 Penalty: 840.503357
	Iteration 60F: 3 clusters Score -577936.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -577945.875000 Penalty: 840.503357
	Iteration 61Q: 3 clusters Score -577945.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -577955.625000 Penalty: 840.503357
	Iteration 62Q: 3 clusters Score -577955.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -577963.437500 Penalty: 840.503357
	Iteration 63Q: 3 clusters Score -577963.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -577971.062500 Penalty: 840.503357
	Iteration 64Q: 3 clusters Score -577971.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -577973.437500 Penalty: 840.503357
	Iteration 65Q: 3 clusters Score -577973.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -577978.500000 Penalty: 840.503357
	Iteration 66Q: 3 clusters Score -577978.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -577980.750000 Penalty: 840.503357
	Iteration 67Q: 3 clusters Score -577980.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -577984.687500 Penalty: 840.503357
	Iteration 68Q: 3 clusters Score -577984.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -577987.312500 Penalty: 840.503357
	Iteration 69Q: 3 clusters Score -577987.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -577992.625000 Penalty: 840.503357
	Iteration 70Q: 3 clusters Score -577992.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -577996.687500 Penalty: 840.503357
	Iteration 71Q: 3 clusters Score -577996.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -578000.062500 Penalty: 840.503357
	Iteration 72Q: 3 clusters Score -578000.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -578002.750000 Penalty: 840.503357
	Iteration 73Q: 3 clusters Score -578002.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -578005.750000 Penalty: 840.503357
	Iteration 74Q: 3 clusters Score -578005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -578007.687500 Penalty: 840.503357
	Iteration 75Q: 3 clusters Score -578007.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -578008.375000 Penalty: 840.503357
	Iteration 76Q: 3 clusters Score -578008.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -578009.437500 Penalty: 840.503357
	Iteration 77Q: 3 clusters Score -578009.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -578015.687500 Penalty: 840.503357
	Iteration 78Q: 3 clusters Score -578015.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -578021.687500 Penalty: 840.503357
	Iteration 79Q: 3 clusters Score -578021.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -578026.312500 Penalty: 840.503357
	Iteration 80F: 3 clusters Score -578026.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -578027.312500 Penalty: 840.503357
	Iteration 81Q: 3 clusters Score -578027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -578027.875000 Penalty: 840.503357
	Iteration 82Q: 3 clusters Score -578027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -578027.562500 Penalty: 840.503357
	Iteration 83Q: 3 clusters Score -578027.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -578027.562500 Penalty: 840.503357
	Iteration 84F: 3 clusters Score -578027.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Entering Unmasked Estep 
Score: -2110578.750000 Penalty: 483.841644
	Iteration 0F: 2 clusters Score -2110579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2082581.000000 Penalty: 967.683289
	Iteration 0F: 3 clusters Score -2082581 nChanged 20130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2094288.375000 Penalty: 967.683289
	Iteration 1F: 3 clusters Score -2094288 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2094751.750000 Penalty: 967.683289
	Iteration 2Q: 3 clusters Score -2094752 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -2095527.125000 Penalty: 967.683289
	Iteration 3Q: 3 clusters Score -2095527 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -2096765.625000 Penalty: 967.683289
	Iteration 4F: 3 clusters Score -2096766 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -2098678.750000 Penalty: 967.683289
	Iteration 5F: 3 clusters Score -2098679 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -2100922.250000 Penalty: 967.683289
	Iteration 6F: 3 clusters Score -2100922 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -2102791.000000 Penalty: 967.683289
	Iteration 7F: 3 clusters Score -2102791 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -2104006.250000 Penalty: 967.683289
	Iteration 8Q: 3 clusters Score -2104006 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -2104707.750000 Penalty: 967.683289
	Iteration 9Q: 3 clusters Score -2104708 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -2105203.500000 Penalty: 967.683289
	Iteration 10Q: 3 clusters Score -2105204 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -2105645.250000 Penalty: 967.683289
	Iteration 11Q: 3 clusters Score -2105645 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -2106117.500000 Penalty: 967.683289
	Iteration 12Q: 3 clusters Score -2106118 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -2106677.000000 Penalty: 967.683289
	Iteration 13Q: 3 clusters Score -2106677 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -2107276.250000 Penalty: 967.683289
	Iteration 14Q: 3 clusters Score -2107276 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -2107829.500000 Penalty: 967.683289
	Iteration 15Q: 3 clusters Score -2107830 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -2108317.000000 Penalty: 967.683289
	Iteration 16Q: 3 clusters Score -2108317 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -2108702.250000 Penalty: 967.683289
	Iteration 17Q: 3 clusters Score -2108702 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -2108991.500000 Penalty: 967.683289
	Iteration 18Q: 3 clusters Score -2108992 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -2109171.750000 Penalty: 967.683289
	Iteration 19Q: 3 clusters Score -2109172 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -2109290.750000 Penalty: 967.683289
	Iteration 20F: 3 clusters Score -2109291 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -2109383.000000 Penalty: 967.683289
	Iteration 21Q: 3 clusters Score -2109383 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -2109443.250000 Penalty: 967.683289
	Iteration 22Q: 3 clusters Score -2109443 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -2109490.250000 Penalty: 967.683289
	Iteration 23Q: 3 clusters Score -2109490 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -2109526.500000 Penalty: 967.683289
	Iteration 24Q: 3 clusters Score -2109526 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -2109550.750000 Penalty: 967.683289
	Iteration 25Q: 3 clusters Score -2109551 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -2109582.000000 Penalty: 967.683289
	Iteration 26Q: 3 clusters Score -2109582 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -2109603.500000 Penalty: 967.683289
	Iteration 27Q: 3 clusters Score -2109604 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -2109627.750000 Penalty: 967.683289
	Iteration 28Q: 3 clusters Score -2109628 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -2109651.000000 Penalty: 967.683289
	Iteration 29Q: 3 clusters Score -2109651 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -2109663.000000 Penalty: 967.683289
	Iteration 30Q: 3 clusters Score -2109663 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -2109670.000000 Penalty: 967.683289
	Iteration 31Q: 3 clusters Score -2109670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -2109685.750000 Penalty: 967.683289
	Iteration 32Q: 3 clusters Score -2109686 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -2109696.750000 Penalty: 967.683289
	Iteration 33Q: 3 clusters Score -2109697 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -2109712.500000 Penalty: 967.683289
	Iteration 34Q: 3 clusters Score -2109712 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -2109717.000000 Penalty: 967.683289
	Iteration 35Q: 3 clusters Score -2109717 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -2109734.000000 Penalty: 967.683289
	Iteration 36Q: 3 clusters Score -2109734 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -2109740.000000 Penalty: 967.683289
	Iteration 37Q: 3 clusters Score -2109740 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -2109754.750000 Penalty: 967.683289
	Iteration 38Q: 3 clusters Score -2109755 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -2109773.750000 Penalty: 967.683289
	Iteration 39Q: 3 clusters Score -2109774 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -2109791.750000 Penalty: 967.683289
	Iteration 40F: 3 clusters Score -2109792 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -2109800.500000 Penalty: 967.683289
	Iteration 41Q: 3 clusters Score -2109800 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -2109823.500000 Penalty: 967.683289
	Iteration 42Q: 3 clusters Score -2109824 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -2109844.000000 Penalty: 967.683289
	Iteration 43Q: 3 clusters Score -2109844 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -2109870.000000 Penalty: 967.683289
	Iteration 44Q: 3 clusters Score -2109870 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -2109887.250000 Penalty: 967.683289
	Iteration 45Q: 3 clusters Score -2109887 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -2109905.750000 Penalty: 967.683289
	Iteration 46Q: 3 clusters Score -2109906 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -2109919.750000 Penalty: 967.683289
	Iteration 47Q: 3 clusters Score -2109920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -2109932.750000 Penalty: 967.683289
	Iteration 48Q: 3 clusters Score -2109933 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -2109947.750000 Penalty: 967.683289
	Iteration 49Q: 3 clusters Score -2109948 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -2109963.000000 Penalty: 967.683289
	Iteration 50Q: 3 clusters Score -2109963 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -2109979.500000 Penalty: 967.683289
	Iteration 51Q: 3 clusters Score -2109980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -2109983.500000 Penalty: 967.683289
	Iteration 52Q: 3 clusters Score -2109984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -2109990.750000 Penalty: 967.683289
	Iteration 53Q: 3 clusters Score -2109991 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -2109998.750000 Penalty: 967.683289
	Iteration 54Q: 3 clusters Score -2109999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -2110004.250000 Penalty: 967.683289
	Iteration 55Q: 3 clusters Score -2110004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -2110006.000000 Penalty: 967.683289
	Iteration 56Q: 3 clusters Score -2110006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -2110015.750000 Penalty: 967.683289
	Iteration 57Q: 3 clusters Score -2110016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -2110022.250000 Penalty: 967.683289
	Iteration 58Q: 3 clusters Score -2110022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -2110023.000000 Penalty: 967.683289
	Iteration 59Q: 3 clusters Score -2110023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -2110030.000000 Penalty: 967.683289
	Iteration 60F: 3 clusters Score -2110030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -2110031.000000 Penalty: 967.683289
	Iteration 61Q: 3 clusters Score -2110031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -2110034.500000 Penalty: 967.683289
	Iteration 62Q: 3 clusters Score -2110034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -2110037.500000 Penalty: 967.683289
	Iteration 63Q: 3 clusters Score -2110038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -2110037.750000 Penalty: 967.683289
	Iteration 64Q: 3 clusters Score -2110038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -2110041.000000 Penalty: 967.683289
	Iteration 65Q: 3 clusters Score -2110041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -2110037.500000 Penalty: 967.683289
	Iteration 66Q: 3 clusters Score -2110038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -2110042.250000 Penalty: 967.683289
	Iteration 67Q: 3 clusters Score -2110042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -2110042.500000 Penalty: 967.683289
	Iteration 68Q: 3 clusters Score -2110042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -2110046.250000 Penalty: 967.683289
	Iteration 69Q: 3 clusters Score -2110046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -2110044.750000 Penalty: 967.683289
	Iteration 70Q: 3 clusters Score -2110045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -2110047.500000 Penalty: 967.683289
	Iteration 71Q: 3 clusters Score -2110048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -2110050.000000 Penalty: 967.683289
	Iteration 72Q: 3 clusters Score -2110050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -2110046.500000 Penalty: 967.683289
	Iteration 73Q: 3 clusters Score -2110046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -2110046.500000 Penalty: 967.683289
	Iteration 74F: 3 clusters Score -2110046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6680.969238 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6680.969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6466.134277 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6466.134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6511.093262 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6511.093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6515.045410 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6515.045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6518.810547 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6518.811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6520.958496 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6520.958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6523.513184 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -6523.513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6524.705078 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -6524.705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6526.360840 Penalty: 450.337158
	Iteration 7Q: 3 clusters Score -6526.361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6527.413574 Penalty: 450.337158
	Iteration 8Q: 3 clusters Score -6527.414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6527.413574 Penalty: 450.337158
	Iteration 9F: 3 clusters Score -6527.414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Entering Unmasked Estep 
Score: -81817.445312 Penalty: 335.574127
	Iteration 0F: 2 clusters Score -81817.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -80638.640625 Penalty: 671.148254
	Iteration 0F: 3 clusters Score -80638.64 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -81036.023438 Penalty: 671.148254
	Iteration 1F: 3 clusters Score -81036.02 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -81107.179688 Penalty: 671.148254
	Iteration 2F: 3 clusters Score -81107.18 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -81151.726562 Penalty: 671.148254
	Iteration 3Q: 3 clusters Score -81151.73 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -81192.210938 Penalty: 671.148254
	Iteration 4Q: 3 clusters Score -81192.21 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -81239.250000 Penalty: 671.148254
	Iteration 5Q: 3 clusters Score -81239.25 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -81281.312500 Penalty: 671.148254
	Iteration 6Q: 3 clusters Score -81281.31 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -81318.539062 Penalty: 671.148254
	Iteration 7Q: 3 clusters Score -81318.54 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -81368.828125 Penalty: 671.148254
	Iteration 8Q: 3 clusters Score -81368.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -81410.132812 Penalty: 671.148254
	Iteration 9Q: 3 clusters Score -81410.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -81435.664062 Penalty: 671.148254
	Iteration 10Q: 3 clusters Score -81435.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -81452.710938 Penalty: 671.148254
	Iteration 11Q: 3 clusters Score -81452.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -81462.601562 Penalty: 671.148254
	Iteration 12Q: 3 clusters Score -81462.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -81467.726562 Penalty: 671.148254
	Iteration 13Q: 3 clusters Score -81467.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -81469.648438 Penalty: 671.148254
	Iteration 14Q: 3 clusters Score -81469.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -81472.953125 Penalty: 671.148254
	Iteration 15Q: 3 clusters Score -81472.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -81475.914062 Penalty: 671.148254
	Iteration 16Q: 3 clusters Score -81475.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -81477.789062 Penalty: 671.148254
	Iteration 17Q: 3 clusters Score -81477.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -81478.671875 Penalty: 671.148254
	Iteration 18Q: 3 clusters Score -81478.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -81480.945312 Penalty: 671.148254
	Iteration 19Q: 3 clusters Score -81480.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -81483.687500 Penalty: 671.148254
	Iteration 20F: 3 clusters Score -81483.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -81487.648438 Penalty: 671.148254
	Iteration 21Q: 3 clusters Score -81487.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -81490.562500 Penalty: 671.148254
	Iteration 22Q: 3 clusters Score -81490.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -81493.187500 Penalty: 671.148254
	Iteration 23Q: 3 clusters Score -81493.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -81498.796875 Penalty: 671.148254
	Iteration 24Q: 3 clusters Score -81498.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -81508.578125 Penalty: 671.148254
	Iteration 25Q: 3 clusters Score -81508.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -81523.429688 Penalty: 671.148254
	Iteration 26Q: 3 clusters Score -81523.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -81536.648438 Penalty: 671.148254
	Iteration 27Q: 3 clusters Score -81536.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -81543.234375 Penalty: 671.148254
	Iteration 28Q: 3 clusters Score -81543.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -81548.648438 Penalty: 671.148254
	Iteration 29Q: 3 clusters Score -81548.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -81550.687500 Penalty: 671.148254
	Iteration 30Q: 3 clusters Score -81550.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -81552.007812 Penalty: 671.148254
	Iteration 31Q: 3 clusters Score -81552.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -81552.796875 Penalty: 671.148254
	Iteration 32Q: 3 clusters Score -81552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -81554.406250 Penalty: 671.148254
	Iteration 33Q: 3 clusters Score -81554.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -81555.078125 Penalty: 671.148254
	Iteration 34Q: 3 clusters Score -81555.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -81555.078125 Penalty: 671.148254
	Iteration 35F: 3 clusters Score -81555.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -9918.083008 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -9918.083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9647.179688 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -9647.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9704.384766 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -9704.385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9718.698242 Penalty: 489.150330
	Iteration 2Q: 3 clusters Score -9718.698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9725.684570 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -9725.685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9730.229492 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -9730.229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9731.776367 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -9731.776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9734.678711 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -9734.679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9735.793945 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -9735.794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9735.793945 Penalty: 489.150330
	Iteration 8F: 3 clusters Score -9735.794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -27158.501953 Penalty: 285.157623
	Iteration 0F: 2 clusters Score -27158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26658.792969 Penalty: 570.315247
	Iteration 0F: 3 clusters Score -26658.79 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26785.923828 Penalty: 570.315247
	Iteration 1F: 3 clusters Score -26785.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26822.632812 Penalty: 570.315247
	Iteration 2F: 3 clusters Score -26822.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26837.841797 Penalty: 570.315247
	Iteration 3Q: 3 clusters Score -26837.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26848.804688 Penalty: 570.315247
	Iteration 4Q: 3 clusters Score -26848.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26852.058594 Penalty: 570.315247
	Iteration 5Q: 3 clusters Score -26852.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26854.164062 Penalty: 570.315247
	Iteration 6Q: 3 clusters Score -26854.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26863.480469 Penalty: 570.315247
	Iteration 7Q: 3 clusters Score -26863.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26875.074219 Penalty: 570.315247
	Iteration 8Q: 3 clusters Score -26875.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26883.236328 Penalty: 570.315247
	Iteration 9Q: 3 clusters Score -26883.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26890.193359 Penalty: 570.315247
	Iteration 10Q: 3 clusters Score -26890.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26898.302734 Penalty: 570.315247
	Iteration 11Q: 3 clusters Score -26898.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26905.908203 Penalty: 570.315247
	Iteration 12Q: 3 clusters Score -26905.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26908.382812 Penalty: 570.315247
	Iteration 13Q: 3 clusters Score -26908.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26910.291016 Penalty: 570.315247
	Iteration 14Q: 3 clusters Score -26910.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26912.205078 Penalty: 570.315247
	Iteration 15Q: 3 clusters Score -26912.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26915.529297 Penalty: 570.315247
	Iteration 16Q: 3 clusters Score -26915.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26918.597656 Penalty: 570.315247
	Iteration 17Q: 3 clusters Score -26918.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26920.712891 Penalty: 570.315247
	Iteration 18Q: 3 clusters Score -26920.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26922.550781 Penalty: 570.315247
	Iteration 19Q: 3 clusters Score -26922.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26924.701172 Penalty: 570.315247
	Iteration 20F: 3 clusters Score -26924.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26927.544922 Penalty: 570.315247
	Iteration 21Q: 3 clusters Score -26927.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26930.812500 Penalty: 570.315247
	Iteration 22Q: 3 clusters Score -26930.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26931.777344 Penalty: 570.315247
	Iteration 23Q: 3 clusters Score -26931.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26932.919922 Penalty: 570.315247
	Iteration 24Q: 3 clusters Score -26932.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26932.919922 Penalty: 570.315247
	Iteration 25F: 3 clusters Score -26932.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6071.739746 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6071.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5835.796387 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5835.796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5883.301270 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5883.301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5892.747559 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -5892.748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5898.663574 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -5898.664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5904.568848 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -5904.569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5905.451172 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -5905.451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5906.294434 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -5906.294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5906.294434 Penalty: 448.380096
	Iteration 7F: 3 clusters Score -5906.294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Entering Unmasked Estep 
Score: -303480.656250 Penalty: 397.246399
	Iteration 0F: 2 clusters Score -303480.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -299349.937500 Penalty: 794.492798
	Iteration 0F: 3 clusters Score -299349.9 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -301052.687500 Penalty: 794.492798
	Iteration 1F: 3 clusters Score -301052.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -301388.125000 Penalty: 794.492798
	Iteration 2F: 3 clusters Score -301388.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -301729.031250 Penalty: 794.492798
	Iteration 3F: 3 clusters Score -301729 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -302030.718750 Penalty: 794.492798
	Iteration 4F: 3 clusters Score -302030.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -302251.781250 Penalty: 794.492798
	Iteration 5F: 3 clusters Score -302251.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -302392.906250 Penalty: 794.492798
	Iteration 6Q: 3 clusters Score -302392.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -302522.562500 Penalty: 794.492798
	Iteration 7Q: 3 clusters Score -302522.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -302622.625000 Penalty: 794.492798
	Iteration 8Q: 3 clusters Score -302622.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -302695.937500 Penalty: 794.492798
	Iteration 9Q: 3 clusters Score -302695.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -302743.750000 Penalty: 794.492798
	Iteration 10Q: 3 clusters Score -302743.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -302788.656250 Penalty: 794.492798
	Iteration 11Q: 3 clusters Score -302788.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -302834.906250 Penalty: 794.492798
	Iteration 12Q: 3 clusters Score -302834.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -302874.281250 Penalty: 794.492798
	Iteration 13Q: 3 clusters Score -302874.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -302915.625000 Penalty: 794.492798
	Iteration 14Q: 3 clusters Score -302915.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -302958.093750 Penalty: 794.492798
	Iteration 15Q: 3 clusters Score -302958.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -302986.250000 Penalty: 794.492798
	Iteration 16Q: 3 clusters Score -302986.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -303001.250000 Penalty: 794.492798
	Iteration 17Q: 3 clusters Score -303001.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -303014.125000 Penalty: 794.492798
	Iteration 18Q: 3 clusters Score -303014.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -303022.375000 Penalty: 794.492798
	Iteration 19Q: 3 clusters Score -303022.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -303029.375000 Penalty: 794.492798
	Iteration 20F: 3 clusters Score -303029.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -303035.343750 Penalty: 794.492798
	Iteration 21Q: 3 clusters Score -303035.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -303041.250000 Penalty: 794.492798
	Iteration 22Q: 3 clusters Score -303041.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -303050.312500 Penalty: 794.492798
	Iteration 23Q: 3 clusters Score -303050.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -303057.187500 Penalty: 794.492798
	Iteration 24Q: 3 clusters Score -303057.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -303064.937500 Penalty: 794.492798
	Iteration 25Q: 3 clusters Score -303064.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -303069.218750 Penalty: 794.492798
	Iteration 26Q: 3 clusters Score -303069.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -303072.906250 Penalty: 794.492798
	Iteration 27Q: 3 clusters Score -303072.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -303074.781250 Penalty: 794.492798
	Iteration 28Q: 3 clusters Score -303074.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -303076.062500 Penalty: 794.492798
	Iteration 29Q: 3 clusters Score -303076.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -303077.750000 Penalty: 794.492798
	Iteration 30Q: 3 clusters Score -303077.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -303078.625000 Penalty: 794.492798
	Iteration 31Q: 3 clusters Score -303078.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -303079.750000 Penalty: 794.492798
	Iteration 32Q: 3 clusters Score -303079.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -303081.812500 Penalty: 794.492798
	Iteration 33Q: 3 clusters Score -303081.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -303082.093750 Penalty: 794.492798
	Iteration 34Q: 3 clusters Score -303082.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -303083.312500 Penalty: 794.492798
	Iteration 35Q: 3 clusters Score -303083.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -303083.500000 Penalty: 794.492798
	Iteration 36Q: 3 clusters Score -303083.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -303084.156250 Penalty: 794.492798
	Iteration 37Q: 3 clusters Score -303084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -303083.968750 Penalty: 794.492798
	Iteration 38Q: 3 clusters Score -303084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -303084.062500 Penalty: 794.492798
	Iteration 39Q: 3 clusters Score -303084.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -303084.468750 Penalty: 794.492798
	Iteration 40F: 3 clusters Score -303084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -303084.281250 Penalty: 794.492798
	Iteration 41Q: 3 clusters Score -303084.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -303084.062500 Penalty: 794.492798
	Iteration 42Q: 3 clusters Score -303084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -303084.187500 Penalty: 794.492798
	Iteration 43Q: 3 clusters Score -303084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -303085.218750 Penalty: 794.492798
	Iteration 44Q: 3 clusters Score -303085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -303084.906250 Penalty: 794.492798
	Iteration 45Q: 3 clusters Score -303084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -303085.125000 Penalty: 794.492798
	Iteration 46Q: 3 clusters Score -303085.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -303085.625000 Penalty: 794.492798
	Iteration 47Q: 3 clusters Score -303085.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -303086.656250 Penalty: 794.492798
	Iteration 48Q: 3 clusters Score -303086.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -303086.781250 Penalty: 794.492798
	Iteration 49Q: 3 clusters Score -303086.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -303088.093750 Penalty: 794.492798
	Iteration 50Q: 3 clusters Score -303088.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -303087.968750 Penalty: 794.492798
	Iteration 51Q: 3 clusters Score -303088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -303089.531250 Penalty: 794.492798
	Iteration 52Q: 3 clusters Score -303089.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -303089.656250 Penalty: 794.492798
	Iteration 53Q: 3 clusters Score -303089.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -303090.125000 Penalty: 794.492798
	Iteration 54Q: 3 clusters Score -303090.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -303091.250000 Penalty: 794.492798
	Iteration 55Q: 3 clusters Score -303091.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -303090.718750 Penalty: 794.492798
	Iteration 56Q: 3 clusters Score -303090.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -303091.000000 Penalty: 794.492798
	Iteration 57Q: 3 clusters Score -303091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -303090.937500 Penalty: 794.492798
	Iteration 58Q: 3 clusters Score -303090.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -303090.937500 Penalty: 794.492798
	Iteration 59F: 3 clusters Score -303090.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Entering Unmasked Estep 
Score: -1711543.750000 Penalty: 470.585938
	Iteration 0F: 2 clusters Score -1711544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1690748.625000 Penalty: 941.171875
	Iteration 0F: 3 clusters Score -1690749 nChanged 14841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1699270.250000 Penalty: 941.171875
	Iteration 1F: 3 clusters Score -1699270 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -1699961.875000 Penalty: 941.171875
	Iteration 2F: 3 clusters Score -1699962 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1700987.125000 Penalty: 941.171875
	Iteration 3F: 3 clusters Score -1700987 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -1702395.375000 Penalty: 941.171875
	Iteration 4F: 3 clusters Score -1702395 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -1704028.375000 Penalty: 941.171875
	Iteration 5F: 3 clusters Score -1704028 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -1705651.375000 Penalty: 941.171875
	Iteration 6F: 3 clusters Score -1705651 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -1706959.875000 Penalty: 941.171875
	Iteration 7F: 3 clusters Score -1706960 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -1707730.625000 Penalty: 941.171875
	Iteration 8Q: 3 clusters Score -1707731 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -1708207.125000 Penalty: 941.171875
	Iteration 9Q: 3 clusters Score -1708207 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -1708553.375000 Penalty: 941.171875
	Iteration 10Q: 3 clusters Score -1708553 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -1708896.375000 Penalty: 941.171875
	Iteration 11Q: 3 clusters Score -1708896 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -1709259.000000 Penalty: 941.171875
	Iteration 12Q: 3 clusters Score -1709259 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -1709615.375000 Penalty: 941.171875
	Iteration 13Q: 3 clusters Score -1709615 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -1709888.875000 Penalty: 941.171875
	Iteration 14Q: 3 clusters Score -1709889 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -1710145.750000 Penalty: 941.171875
	Iteration 15Q: 3 clusters Score -1710146 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -1710336.750000 Penalty: 941.171875
	Iteration 16Q: 3 clusters Score -1710337 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -1710469.750000 Penalty: 941.171875
	Iteration 17Q: 3 clusters Score -1710470 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -1710549.750000 Penalty: 941.171875
	Iteration 18Q: 3 clusters Score -1710550 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -1710637.375000 Penalty: 941.171875
	Iteration 19Q: 3 clusters Score -1710637 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -1710696.500000 Penalty: 941.171875
	Iteration 20F: 3 clusters Score -1710696 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -1710744.250000 Penalty: 941.171875
	Iteration 21Q: 3 clusters Score -1710744 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -1710794.375000 Penalty: 941.171875
	Iteration 22Q: 3 clusters Score -1710794 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -1710822.875000 Penalty: 941.171875
	Iteration 23Q: 3 clusters Score -1710823 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -1710844.125000 Penalty: 941.171875
	Iteration 24Q: 3 clusters Score -1710844 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -1710864.250000 Penalty: 941.171875
	Iteration 25Q: 3 clusters Score -1710864 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -1710877.750000 Penalty: 941.171875
	Iteration 26Q: 3 clusters Score -1710878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -1710884.375000 Penalty: 941.171875
	Iteration 27Q: 3 clusters Score -1710884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -1710896.250000 Penalty: 941.171875
	Iteration 28Q: 3 clusters Score -1710896 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -1710901.375000 Penalty: 941.171875
	Iteration 29Q: 3 clusters Score -1710901 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -1710903.000000 Penalty: 941.171875
	Iteration 30Q: 3 clusters Score -1710903 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -1710910.250000 Penalty: 941.171875
	Iteration 31Q: 3 clusters Score -1710910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -1710914.375000 Penalty: 941.171875
	Iteration 32Q: 3 clusters Score -1710914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -1710913.125000 Penalty: 941.171875
	Iteration 33Q: 3 clusters Score -1710913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -1710923.125000 Penalty: 941.171875
	Iteration 34Q: 3 clusters Score -1710923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -1710924.125000 Penalty: 941.171875
	Iteration 35Q: 3 clusters Score -1710924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -1710925.875000 Penalty: 941.171875
	Iteration 36Q: 3 clusters Score -1710926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -1710926.625000 Penalty: 941.171875
	Iteration 37Q: 3 clusters Score -1710927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -1710933.625000 Penalty: 941.171875
	Iteration 38Q: 3 clusters Score -1710934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -1710929.250000 Penalty: 941.171875
	Iteration 39Q: 3 clusters Score -1710929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -1710932.875000 Penalty: 941.171875
	Iteration 40F: 3 clusters Score -1710933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -1710933.000000 Penalty: 941.171875
	Iteration 41Q: 3 clusters Score -1710933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -1710936.750000 Penalty: 941.171875
	Iteration 42Q: 3 clusters Score -1710937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -1710939.000000 Penalty: 941.171875
	Iteration 43Q: 3 clusters Score -1710939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -1710940.500000 Penalty: 941.171875
	Iteration 44Q: 3 clusters Score -1710940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -1710939.000000 Penalty: 941.171875
	Iteration 45Q: 3 clusters Score -1710939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -1710942.000000 Penalty: 941.171875
	Iteration 46Q: 3 clusters Score -1710942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -1710940.875000 Penalty: 941.171875
	Iteration 47Q: 3 clusters Score -1710941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -1710940.875000 Penalty: 941.171875
	Iteration 48F: 3 clusters Score -1710941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -14582.852539 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -14582.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14242.716797 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -14242.72 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14334.680664 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -14334.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14352.936523 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -14352.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14361.375000 Penalty: 519.347046
	Iteration 3Q: 3 clusters Score -14361.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14374.365234 Penalty: 519.347046
	Iteration 4Q: 3 clusters Score -14374.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14381.504883 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -14381.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14384.986328 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -14384.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14392.045898 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -14392.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14399.057617 Penalty: 519.347046
	Iteration 8Q: 3 clusters Score -14399.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14400.625977 Penalty: 519.347046
	Iteration 9Q: 3 clusters Score -14400.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14400.892578 Penalty: 519.347046
	Iteration 10Q: 3 clusters Score -14400.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14400.892578 Penalty: 519.347046
	Iteration 11F: 3 clusters Score -14400.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -28863.328125 Penalty: 289.908356
	Iteration 0F: 2 clusters Score -28863.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28332.177734 Penalty: 579.816711
	Iteration 0F: 3 clusters Score -28332.18 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28488.955078 Penalty: 579.816711
	Iteration 1F: 3 clusters Score -28488.96 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28566.533203 Penalty: 579.816711
	Iteration 2F: 3 clusters Score -28566.53 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28628.214844 Penalty: 579.816711
	Iteration 3F: 3 clusters Score -28628.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28655.591797 Penalty: 579.816711
	Iteration 4F: 3 clusters Score -28655.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28684.988281 Penalty: 579.816711
	Iteration 5Q: 3 clusters Score -28684.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28703.792969 Penalty: 579.816711
	Iteration 6Q: 3 clusters Score -28703.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28720.333984 Penalty: 579.816711
	Iteration 7Q: 3 clusters Score -28720.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28727.548828 Penalty: 579.816711
	Iteration 8Q: 3 clusters Score -28727.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28731.464844 Penalty: 579.816711
	Iteration 9Q: 3 clusters Score -28731.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28738.185547 Penalty: 579.816711
	Iteration 10Q: 3 clusters Score -28738.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28746.796875 Penalty: 579.816711
	Iteration 11Q: 3 clusters Score -28746.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28753.699219 Penalty: 579.816711
	Iteration 12Q: 3 clusters Score -28753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28760.410156 Penalty: 579.816711
	Iteration 13Q: 3 clusters Score -28760.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28760.929688 Penalty: 579.816711
	Iteration 14Q: 3 clusters Score -28760.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28760.929688 Penalty: 579.816711
	Iteration 15F: 3 clusters Score -28760.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -22268.281250 Penalty: 280.622009
	Iteration 0F: 2 clusters Score -22268.28 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 234 members 
Entering Unmasked Estep 
Score: -21773.025391 Penalty: 561.244019
	Iteration 0F: 3 clusters Score -21773.03 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21913.234375 Penalty: 561.244019
	Iteration 1F: 3 clusters Score -21913.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21966.933594 Penalty: 561.244019
	Iteration 2F: 3 clusters Score -21966.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21995.880859 Penalty: 561.244019
	Iteration 3F: 3 clusters Score -21995.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22014.169922 Penalty: 561.244019
	Iteration 4Q: 3 clusters Score -22014.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22040.011719 Penalty: 561.244019
	Iteration 5Q: 3 clusters Score -22040.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -22061.625000 Penalty: 561.244019
	Iteration 6Q: 3 clusters Score -22061.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22071.583984 Penalty: 561.244019
	Iteration 7Q: 3 clusters Score -22071.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -22078.150391 Penalty: 561.244019
	Iteration 8Q: 3 clusters Score -22078.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -22084.119141 Penalty: 561.244019
	Iteration 9Q: 3 clusters Score -22084.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22087.046875 Penalty: 561.244019
	Iteration 10Q: 3 clusters Score -22087.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22089.787109 Penalty: 561.244019
	Iteration 11Q: 3 clusters Score -22089.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22092.712891 Penalty: 561.244019
	Iteration 12Q: 3 clusters Score -22092.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22094.111328 Penalty: 561.244019
	Iteration 13Q: 3 clusters Score -22094.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -22095.185547 Penalty: 561.244019
	Iteration 14Q: 3 clusters Score -22095.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -22095.185547 Penalty: 561.244019
	Iteration 15F: 3 clusters Score -22095.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -30774.628906 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -30774.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30192.058594 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -30192.06 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -30430.154297 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -30430.15 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -30492.818359 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -30492.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -30520.511719 Penalty: 592.162231
	Iteration 3F: 3 clusters Score -30520.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -30531.853516 Penalty: 592.162231
	Iteration 4Q: 3 clusters Score -30531.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -30539.173828 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -30539.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -30542.470703 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -30542.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -30544.445312 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -30544.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -30547.830078 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -30547.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -30549.656250 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -30549.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -30549.656250 Penalty: 592.162231
	Iteration 10F: 3 clusters Score -30549.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (76332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Entering Unmasked Estep 
Score: -4171327.750000 Penalty: 511.549561
	Iteration 0F: 2 clusters Score -4171328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -4120167.500000 Penalty: 1023.099121
	Iteration 0F: 3 clusters Score -4120168 nChanged 37100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -4141838.750000 Penalty: 1023.099121
	Iteration 1F: 3 clusters Score -4141839 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -4142951.500000 Penalty: 1023.099121
	Iteration 2Q: 3 clusters Score -4142952 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -4144850.750000 Penalty: 1023.099121
	Iteration 3Q: 3 clusters Score -4144851 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -4148181.750000 Penalty: 1023.099121
	Iteration 4F: 3 clusters Score -4148182 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -4152818.500000 Penalty: 1023.099121
	Iteration 5F: 3 clusters Score -4152818 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -4157448.250000 Penalty: 1023.099121
	Iteration 6F: 3 clusters Score -4157448 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -4160197.500000 Penalty: 1023.099121
	Iteration 7F: 3 clusters Score -4160198 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -4161639.250000 Penalty: 1023.099121
	Iteration 8Q: 3 clusters Score -4161639 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -4162510.000000 Penalty: 1023.099121
	Iteration 9Q: 3 clusters Score -4162510 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -4163234.000000 Penalty: 1023.099121
	Iteration 10Q: 3 clusters Score -4163234 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61930 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -4163918.750000 Penalty: 1023.099121
	Iteration 11Q: 3 clusters Score -4163919 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63278 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -4164568.750000 Penalty: 1023.099121
	Iteration 12Q: 3 clusters Score -4164569 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -4165194.500000 Penalty: 1023.099121
	Iteration 13Q: 3 clusters Score -4165194 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -4165794.250000 Penalty: 1023.099121
	Iteration 14Q: 3 clusters Score -4165794 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -4166385.250000 Penalty: 1023.099121
	Iteration 15Q: 3 clusters Score -4166385 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -4166943.750000 Penalty: 1023.099121
	Iteration 16Q: 3 clusters Score -4166944 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -4167522.750000 Penalty: 1023.099121
	Iteration 17Q: 3 clusters Score -4167523 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -4168067.000000 Penalty: 1023.099121
	Iteration 18Q: 3 clusters Score -4168067 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71426 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4168563.250000 Penalty: 1023.099121
	Iteration 19Q: 3 clusters Score -4168563 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72300 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -4169028.000000 Penalty: 1023.099121
	Iteration 20F: 3 clusters Score -4169028 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -4169447.750000 Penalty: 1023.099121
	Iteration 21Q: 3 clusters Score -4169448 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4169769.000000 Penalty: 1023.099121
	Iteration 22Q: 3 clusters Score -4169769 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4170098.500000 Penalty: 1023.099121
	Iteration 23Q: 3 clusters Score -4170098 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4170393.500000 Penalty: 1023.099121
	Iteration 24Q: 3 clusters Score -4170394 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4170594.500000 Penalty: 1023.099121
	Iteration 25Q: 3 clusters Score -4170594 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4170750.750000 Penalty: 1023.099121
	Iteration 26Q: 3 clusters Score -4170751 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4170858.750000 Penalty: 1023.099121
	Iteration 27Q: 3 clusters Score -4170859 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75506 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4170948.750000 Penalty: 1023.099121
	Iteration 28Q: 3 clusters Score -4170949 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4171003.750000 Penalty: 1023.099121
	Iteration 29Q: 3 clusters Score -4171004 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75633 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4171053.250000 Penalty: 1023.099121
	Iteration 30Q: 3 clusters Score -4171053 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4171081.750000 Penalty: 1023.099121
	Iteration 31Q: 3 clusters Score -4171082 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4171106.500000 Penalty: 1023.099121
	Iteration 32Q: 3 clusters Score -4171106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75699 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4171118.250000 Penalty: 1023.099121
	Iteration 33Q: 3 clusters Score -4171118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75714 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4171131.750000 Penalty: 1023.099121
	Iteration 34Q: 3 clusters Score -4171132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4171142.250000 Penalty: 1023.099121
	Iteration 35Q: 3 clusters Score -4171142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75749 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4171151.000000 Penalty: 1023.099121
	Iteration 36Q: 3 clusters Score -4171151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4171151.000000 Penalty: 1023.099121
	Iteration 37Q: 3 clusters Score -4171151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75766 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4171151.750000 Penalty: 1023.099121
	Iteration 38Q: 3 clusters Score -4171152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75772 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4171150.250000 Penalty: 1023.099121
	Iteration 39Q: 3 clusters Score -4171150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4171152.250000 Penalty: 1023.099121
	Iteration 40F: 3 clusters Score -4171152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4171151.750000 Penalty: 1023.099121
	Iteration 41Q: 3 clusters Score -4171152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75785 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4171152.250000 Penalty: 1023.099121
	Iteration 42Q: 3 clusters Score -4171152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75785 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4171153.000000 Penalty: 1023.099121
	Iteration 43Q: 3 clusters Score -4171153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75785 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4171156.250000 Penalty: 1023.099121
	Iteration 44Q: 3 clusters Score -4171156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75785 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4171154.500000 Penalty: 1023.099121
	Iteration 45Q: 3 clusters Score -4171154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4171155.500000 Penalty: 1023.099121
	Iteration 46Q: 3 clusters Score -4171156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75785 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4171157.000000 Penalty: 1023.099121
	Iteration 47Q: 3 clusters Score -4171157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4171154.000000 Penalty: 1023.099121
	Iteration 48Q: 3 clusters Score -4171154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75782 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4171154.000000 Penalty: 1023.099121
	Iteration 49Q: 3 clusters Score -4171154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75780 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4171154.500000 Penalty: 1023.099121
	Iteration 50Q: 3 clusters Score -4171154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4171155.000000 Penalty: 1023.099121
	Iteration 51Q: 3 clusters Score -4171155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4171155.000000 Penalty: 1023.099121
	Iteration 52F: 3 clusters Score -4171155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -4130.522461 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -4130.522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3959.135986 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -3959.136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4009.500732 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -4009.501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4018.762695 Penalty: 424.372986
	Iteration 2F: 3 clusters Score -4018.763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4024.207764 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -4024.208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4027.085693 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -4027.086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4027.085693 Penalty: 424.372986
	Iteration 5F: 3 clusters Score -4027.086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -18278.294922 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -18278.29 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 168 members 
Entering Unmasked Estep 
Score: -17893.751953 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -17893.75 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17972.482422 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -17972.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17987.203125 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -17987.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17993.029297 Penalty: 531.233459
	Iteration 3Q: 3 clusters Score -17993.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18000.433594 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -18000.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18005.906250 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -18005.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18011.734375 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -18011.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18021.525391 Penalty: 531.233459
	Iteration 7Q: 3 clusters Score -18021.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18023.654297 Penalty: 531.233459
	Iteration 8Q: 3 clusters Score -18023.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18024.691406 Penalty: 531.233459
	Iteration 9Q: 3 clusters Score -18024.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18024.992188 Penalty: 531.233459
	Iteration 10Q: 3 clusters Score -18024.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18025.904297 Penalty: 531.233459
	Iteration 11Q: 3 clusters Score -18025.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18027.861328 Penalty: 531.233459
	Iteration 12Q: 3 clusters Score -18027.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18028.886719 Penalty: 531.233459
	Iteration 13Q: 3 clusters Score -18028.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18029.599609 Penalty: 531.233459
	Iteration 14Q: 3 clusters Score -18029.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18029.599609 Penalty: 531.233459
	Iteration 15F: 3 clusters Score -18029.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -18761.812500 Penalty: 272.154358
	Iteration 0F: 2 clusters Score -18761.81 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 187 members 
Entering Unmasked Estep 
Score: -18369.517578 Penalty: 544.308716
	Iteration 0F: 3 clusters Score -18369.52 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18489.248047 Penalty: 544.308716
	Iteration 1F: 3 clusters Score -18489.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18519.361328 Penalty: 544.308716
	Iteration 2F: 3 clusters Score -18519.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18534.306641 Penalty: 544.308716
	Iteration 3Q: 3 clusters Score -18534.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18542.675781 Penalty: 544.308716
	Iteration 4Q: 3 clusters Score -18542.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18552.011719 Penalty: 544.308716
	Iteration 5Q: 3 clusters Score -18552.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18565.123047 Penalty: 544.308716
	Iteration 6Q: 3 clusters Score -18565.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18573.683594 Penalty: 544.308716
	Iteration 7Q: 3 clusters Score -18573.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18581.427734 Penalty: 544.308716
	Iteration 8Q: 3 clusters Score -18581.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18585.539062 Penalty: 544.308716
	Iteration 9Q: 3 clusters Score -18585.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -18592.402344 Penalty: 544.308716
	Iteration 10Q: 3 clusters Score -18592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18600.025391 Penalty: 544.308716
	Iteration 11Q: 3 clusters Score -18600.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -18607.779297 Penalty: 544.308716
	Iteration 12Q: 3 clusters Score -18607.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18614.265625 Penalty: 544.308716
	Iteration 13Q: 3 clusters Score -18614.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -18617.732422 Penalty: 544.308716
	Iteration 14Q: 3 clusters Score -18617.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18619.625000 Penalty: 544.308716
	Iteration 15Q: 3 clusters Score -18619.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18619.625000 Penalty: 544.308716
	Iteration 16F: 3 clusters Score -18619.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -13410.802734 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -13410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13074.642578 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -13074.64 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13138.315430 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -13138.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13161.757812 Penalty: 507.755432
	Iteration 2F: 3 clusters Score -13161.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13177.305664 Penalty: 507.755432
	Iteration 3Q: 3 clusters Score -13177.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13191.057617 Penalty: 507.755432
	Iteration 4Q: 3 clusters Score -13191.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13193.331055 Penalty: 507.755432
	Iteration 5Q: 3 clusters Score -13193.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13194.641602 Penalty: 507.755432
	Iteration 6Q: 3 clusters Score -13194.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13194.641602 Penalty: 507.755432
	Iteration 7F: 3 clusters Score -13194.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Entering Unmasked Estep 
Score: -590149.312500 Penalty: 421.554016
	Iteration 0F: 2 clusters Score -590149.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -583084.187500 Penalty: 843.108032
	Iteration 0F: 3 clusters Score -583084.2 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -586127.562500 Penalty: 843.108032
	Iteration 1F: 3 clusters Score -586127.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -586395.687500 Penalty: 843.108032
	Iteration 2F: 3 clusters Score -586395.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -586734.000000 Penalty: 843.108032
	Iteration 3F: 3 clusters Score -586734 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -587211.250000 Penalty: 843.108032
	Iteration 4F: 3 clusters Score -587211.2 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -587819.875000 Penalty: 843.108032
	Iteration 5F: 3 clusters Score -587819.9 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -588370.000000 Penalty: 843.108032
	Iteration 6F: 3 clusters Score -588370 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -588632.250000 Penalty: 843.108032
	Iteration 7Q: 3 clusters Score -588632.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -588748.250000 Penalty: 843.108032
	Iteration 8Q: 3 clusters Score -588748.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -588826.250000 Penalty: 843.108032
	Iteration 9Q: 3 clusters Score -588826.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -588883.187500 Penalty: 843.108032
	Iteration 10Q: 3 clusters Score -588883.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -588931.312500 Penalty: 843.108032
	Iteration 11Q: 3 clusters Score -588931.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -588984.750000 Penalty: 843.108032
	Iteration 12Q: 3 clusters Score -588984.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -589038.812500 Penalty: 843.108032
	Iteration 13Q: 3 clusters Score -589038.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -589081.937500 Penalty: 843.108032
	Iteration 14Q: 3 clusters Score -589081.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -589117.937500 Penalty: 843.108032
	Iteration 15Q: 3 clusters Score -589117.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -589150.375000 Penalty: 843.108032
	Iteration 16Q: 3 clusters Score -589150.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -589187.125000 Penalty: 843.108032
	Iteration 17Q: 3 clusters Score -589187.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -589221.625000 Penalty: 843.108032
	Iteration 18Q: 3 clusters Score -589221.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -589255.250000 Penalty: 843.108032
	Iteration 19Q: 3 clusters Score -589255.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -589276.875000 Penalty: 843.108032
	Iteration 20F: 3 clusters Score -589276.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -589297.750000 Penalty: 843.108032
	Iteration 21Q: 3 clusters Score -589297.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -589319.812500 Penalty: 843.108032
	Iteration 22Q: 3 clusters Score -589319.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -589343.312500 Penalty: 843.108032
	Iteration 23Q: 3 clusters Score -589343.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -589378.375000 Penalty: 843.108032
	Iteration 24Q: 3 clusters Score -589378.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -589419.187500 Penalty: 843.108032
	Iteration 25Q: 3 clusters Score -589419.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -589458.062500 Penalty: 843.108032
	Iteration 26Q: 3 clusters Score -589458.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -589495.937500 Penalty: 843.108032
	Iteration 27Q: 3 clusters Score -589495.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -589532.875000 Penalty: 843.108032
	Iteration 28Q: 3 clusters Score -589532.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -589558.187500 Penalty: 843.108032
	Iteration 29Q: 3 clusters Score -589558.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -589582.687500 Penalty: 843.108032
	Iteration 30Q: 3 clusters Score -589582.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -589598.062500 Penalty: 843.108032
	Iteration 31Q: 3 clusters Score -589598.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -589620.375000 Penalty: 843.108032
	Iteration 32Q: 3 clusters Score -589620.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -589636.562500 Penalty: 843.108032
	Iteration 33Q: 3 clusters Score -589636.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -589652.937500 Penalty: 843.108032
	Iteration 34Q: 3 clusters Score -589652.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -589662.312500 Penalty: 843.108032
	Iteration 35Q: 3 clusters Score -589662.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -589672.687500 Penalty: 843.108032
	Iteration 36Q: 3 clusters Score -589672.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -589680.250000 Penalty: 843.108032
	Iteration 37Q: 3 clusters Score -589680.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -589690.125000 Penalty: 843.108032
	Iteration 38Q: 3 clusters Score -589690.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -589700.000000 Penalty: 843.108032
	Iteration 39Q: 3 clusters Score -589700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -589711.750000 Penalty: 843.108032
	Iteration 40F: 3 clusters Score -589711.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -589717.875000 Penalty: 843.108032
	Iteration 41Q: 3 clusters Score -589717.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -589720.000000 Penalty: 843.108032
	Iteration 42Q: 3 clusters Score -589720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -589720.875000 Penalty: 843.108032
	Iteration 43Q: 3 clusters Score -589720.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -589722.750000 Penalty: 843.108032
	Iteration 44Q: 3 clusters Score -589722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -589724.125000 Penalty: 843.108032
	Iteration 45Q: 3 clusters Score -589724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -589724.250000 Penalty: 843.108032
	Iteration 46Q: 3 clusters Score -589724.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -589725.500000 Penalty: 843.108032
	Iteration 47Q: 3 clusters Score -589725.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -589725.125000 Penalty: 843.108032
	Iteration 48Q: 3 clusters Score -589725.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -589726.375000 Penalty: 843.108032
	Iteration 49Q: 3 clusters Score -589726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -589724.750000 Penalty: 843.108032
	Iteration 50Q: 3 clusters Score -589724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -589726.312500 Penalty: 843.108032
	Iteration 51Q: 3 clusters Score -589726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -589727.187500 Penalty: 843.108032
	Iteration 52Q: 3 clusters Score -589727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -589727.875000 Penalty: 843.108032
	Iteration 53Q: 3 clusters Score -589727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -589728.875000 Penalty: 843.108032
	Iteration 54Q: 3 clusters Score -589728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -589730.750000 Penalty: 843.108032
	Iteration 55Q: 3 clusters Score -589730.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -589730.000000 Penalty: 843.108032
	Iteration 56Q: 3 clusters Score -589730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -589731.625000 Penalty: 843.108032
	Iteration 57Q: 3 clusters Score -589731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -589731.812500 Penalty: 843.108032
	Iteration 58Q: 3 clusters Score -589731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -589731.500000 Penalty: 843.108032
	Iteration 59Q: 3 clusters Score -589731.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -589732.625000 Penalty: 843.108032
	Iteration 60F: 3 clusters Score -589732.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -589734.000000 Penalty: 843.108032
	Iteration 61Q: 3 clusters Score -589734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -589734.000000 Penalty: 843.108032
	Iteration 62F: 3 clusters Score -589734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Entering Unmasked Estep 
Score: -110662.351562 Penalty: 345.818298
	Iteration 0F: 2 clusters Score -110662.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -109224.468750 Penalty: 691.636597
	Iteration 0F: 3 clusters Score -109224.5 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -109676.984375 Penalty: 691.636597
	Iteration 1F: 3 clusters Score -109677 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -109813.648438 Penalty: 691.636597
	Iteration 2F: 3 clusters Score -109813.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -109982.851562 Penalty: 691.636597
	Iteration 3F: 3 clusters Score -109982.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -110107.140625 Penalty: 691.636597
	Iteration 4F: 3 clusters Score -110107.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -110204.179688 Penalty: 691.636597
	Iteration 5F: 3 clusters Score -110204.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -110267.921875 Penalty: 691.636597
	Iteration 6F: 3 clusters Score -110267.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -110331.062500 Penalty: 691.636597
	Iteration 7Q: 3 clusters Score -110331.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -110371.906250 Penalty: 691.636597
	Iteration 8Q: 3 clusters Score -110371.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -110404.546875 Penalty: 691.636597
	Iteration 9Q: 3 clusters Score -110404.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -110429.296875 Penalty: 691.636597
	Iteration 10Q: 3 clusters Score -110429.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110450.367188 Penalty: 691.636597
	Iteration 11Q: 3 clusters Score -110450.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110463.710938 Penalty: 691.636597
	Iteration 12Q: 3 clusters Score -110463.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -110474.609375 Penalty: 691.636597
	Iteration 13Q: 3 clusters Score -110474.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -110479.539062 Penalty: 691.636597
	Iteration 14Q: 3 clusters Score -110479.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110484.281250 Penalty: 691.636597
	Iteration 15Q: 3 clusters Score -110484.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -110489.046875 Penalty: 691.636597
	Iteration 16Q: 3 clusters Score -110489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -110493.187500 Penalty: 691.636597
	Iteration 17Q: 3 clusters Score -110493.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110496.859375 Penalty: 691.636597
	Iteration 18Q: 3 clusters Score -110496.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -110502.062500 Penalty: 691.636597
	Iteration 19Q: 3 clusters Score -110502.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -110503.328125 Penalty: 691.636597
	Iteration 20F: 3 clusters Score -110503.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -110503.570312 Penalty: 691.636597
	Iteration 21Q: 3 clusters Score -110503.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -110504.023438 Penalty: 691.636597
	Iteration 22Q: 3 clusters Score -110504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -110504.789062 Penalty: 691.636597
	Iteration 23Q: 3 clusters Score -110504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -110505.664062 Penalty: 691.636597
	Iteration 24Q: 3 clusters Score -110505.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110507.585938 Penalty: 691.636597
	Iteration 25Q: 3 clusters Score -110507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110509.445312 Penalty: 691.636597
	Iteration 26Q: 3 clusters Score -110509.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -110511.664062 Penalty: 691.636597
	Iteration 27Q: 3 clusters Score -110511.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -110515.828125 Penalty: 691.636597
	Iteration 28Q: 3 clusters Score -110515.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -110520.992188 Penalty: 691.636597
	Iteration 29Q: 3 clusters Score -110521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -110522.679688 Penalty: 691.636597
	Iteration 30Q: 3 clusters Score -110522.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -110525.023438 Penalty: 691.636597
	Iteration 31Q: 3 clusters Score -110525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -110525.695312 Penalty: 691.636597
	Iteration 32Q: 3 clusters Score -110525.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -110526.203125 Penalty: 691.636597
	Iteration 33Q: 3 clusters Score -110526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -110526.726562 Penalty: 691.636597
	Iteration 34Q: 3 clusters Score -110526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -110527.937500 Penalty: 691.636597
	Iteration 35Q: 3 clusters Score -110527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -110529.140625 Penalty: 691.636597
	Iteration 36Q: 3 clusters Score -110529.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -110529.820312 Penalty: 691.636597
	Iteration 37Q: 3 clusters Score -110529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -110530.539062 Penalty: 691.636597
	Iteration 38Q: 3 clusters Score -110530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -110531.281250 Penalty: 691.636597
	Iteration 39Q: 3 clusters Score -110531.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -110532.679688 Penalty: 691.636597
	Iteration 40F: 3 clusters Score -110532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -110534.023438 Penalty: 691.636597
	Iteration 41Q: 3 clusters Score -110534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -110535.375000 Penalty: 691.636597
	Iteration 42Q: 3 clusters Score -110535.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -110535.375000 Penalty: 691.636597
	Iteration 43F: 3 clusters Score -110535.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -31637.152344 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -31637.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -31016.900391 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -31016.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -31200.798828 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -31200.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -31288.902344 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -31288.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -31343.359375 Penalty: 594.970703
	Iteration 3F: 3 clusters Score -31343.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -31379.527344 Penalty: 594.970703
	Iteration 4Q: 3 clusters Score -31379.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -31403.423828 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -31403.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -31417.273438 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -31417.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -31425.742188 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -31425.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -31431.488281 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -31431.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -31437.398438 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -31437.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -31444.642578 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -31444.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -31448.910156 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -31448.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -31453.255859 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -31453.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -31456.224609 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -31456.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -31458.988281 Penalty: 594.970703
	Iteration 14Q: 3 clusters Score -31458.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -31461.906250 Penalty: 594.970703
	Iteration 15Q: 3 clusters Score -31461.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -31463.378906 Penalty: 594.970703
	Iteration 16Q: 3 clusters Score -31463.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -31464.556641 Penalty: 594.970703
	Iteration 17Q: 3 clusters Score -31464.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -31465.464844 Penalty: 594.970703
	Iteration 18Q: 3 clusters Score -31465.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -31466.972656 Penalty: 594.970703
	Iteration 19Q: 3 clusters Score -31466.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -31466.972656 Penalty: 594.970703
	Iteration 20F: 3 clusters Score -31466.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -15785.606445 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -15785.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15384.921875 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -15384.92 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -15487.045898 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -15487.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -15514.834961 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -15514.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15528.831055 Penalty: 534.618713
	Iteration 3Q: 3 clusters Score -15528.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -15536.928711 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -15536.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15545.750000 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -15545.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -15559.041992 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -15559.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -15566.315430 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -15566.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -15570.208984 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -15570.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -15573.542969 Penalty: 534.618713
	Iteration 9Q: 3 clusters Score -15573.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15576.768555 Penalty: 534.618713
	Iteration 10Q: 3 clusters Score -15576.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -15584.830078 Penalty: 534.618713
	Iteration 11Q: 3 clusters Score -15584.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -15590.421875 Penalty: 534.618713
	Iteration 12Q: 3 clusters Score -15590.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -15599.156250 Penalty: 534.618713
	Iteration 13Q: 3 clusters Score -15599.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -15606.616211 Penalty: 534.618713
	Iteration 14Q: 3 clusters Score -15606.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -15612.706055 Penalty: 534.618713
	Iteration 15Q: 3 clusters Score -15612.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -15615.875000 Penalty: 534.618713
	Iteration 16Q: 3 clusters Score -15615.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -15616.352539 Penalty: 534.618713
	Iteration 17Q: 3 clusters Score -15616.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -15616.352539 Penalty: 534.618713
	Iteration 18F: 3 clusters Score -15616.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -3312.730957 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -3312.731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3147.876953 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3147.877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3166.305176 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3166.305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3169.553711 Penalty: 392.891418
	Iteration 2Q: 3 clusters Score -3169.554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3169.553711 Penalty: 392.891418
	Iteration 3F: 3 clusters Score -3169.554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (300320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300320 members 
Entering Unmasked Estep 
Score: -15951575.000000 Penalty: 573.873474
	Iteration 0F: 2 clusters Score -1.595158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149934 members 
Mstep: Class 2 contains 150386 members 
Entering Unmasked Estep 
Score: -15766961.000000 Penalty: 1147.746948
	Iteration 0F: 3 clusters Score -1.576696e+07 nChanged 148507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136895 members 
Mstep: Class 2 contains 163425 members 
Entering Unmasked Estep 
Score: -15860199.000000 Penalty: 1147.746948
	Iteration 1F: 3 clusters Score -1.58602e+07 nChanged 12422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128541 members 
Mstep: Class 2 contains 171779 members 
Entering Unmasked Estep 
Score: -15864642.000000 Penalty: 1147.746948
	Iteration 2Q: 3 clusters Score -1.586464e+07 nChanged 15396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116145 members 
Mstep: Class 2 contains 184175 members 
Entering Unmasked Estep 
Score: -15872137.000000 Penalty: 1147.746948
	Iteration 3F: 3 clusters Score -1.587214e+07 nChanged 18944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99385 members 
Mstep: Class 2 contains 200935 members 
Entering Unmasked Estep 
Score: -15884371.000000 Penalty: 1147.746948
	Iteration 4F: 3 clusters Score -1.588437e+07 nChanged 21780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 221065 members 
Entering Unmasked Estep 
Score: -15901499.000000 Penalty: 1147.746948
	Iteration 5F: 3 clusters Score -1.59015e+07 nChanged 21327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 241262 members 
Entering Unmasked Estep 
Score: -15919304.000000 Penalty: 1147.746948
	Iteration 6F: 3 clusters Score -1.59193e+07 nChanged 17378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 257736 members 
Entering Unmasked Estep 
Score: -15933711.000000 Penalty: 1147.746948
	Iteration 7F: 3 clusters Score -1.593371e+07 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 269288 members 
Entering Unmasked Estep 
Score: -15942620.000000 Penalty: 1147.746948
	Iteration 8Q: 3 clusters Score -1.594262e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 277713 members 
Entering Unmasked Estep 
Score: -15947843.000000 Penalty: 1147.746948
	Iteration 9Q: 3 clusters Score -1.594784e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 284380 members 
Entering Unmasked Estep 
Score: -15950151.000000 Penalty: 1147.746948
	Iteration 10Q: 3 clusters Score -1.595015e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 289472 members 
Entering Unmasked Estep 
Score: -15951065.000000 Penalty: 1147.746948
	Iteration 11Q: 3 clusters Score -1.595106e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 293043 members 
Entering Unmasked Estep 
Score: -15951425.000000 Penalty: 1147.746948
	Iteration 12Q: 3 clusters Score -1.595142e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 295506 members 
Entering Unmasked Estep 
Score: -15951597.000000 Penalty: 1147.746948
	Iteration 13Q: 3 clusters Score -1.59516e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 297137 members 
Entering Unmasked Estep 
Score: -15951681.000000 Penalty: 1147.746948
	Iteration 14Q: 3 clusters Score -1.595168e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 298126 members 
Entering Unmasked Estep 
Score: -15951841.000000 Penalty: 1147.746948
	Iteration 15Q: 3 clusters Score -1.595184e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 298715 members 
Entering Unmasked Estep 
Score: -15951928.000000 Penalty: 1147.746948
	Iteration 16Q: 3 clusters Score -1.595193e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 299031 members 
Entering Unmasked Estep 
Score: -15951921.000000 Penalty: 1147.746948
	Iteration 17Q: 3 clusters Score -1.595192e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 299209 members 
Entering Unmasked Estep 
Score: -15951920.000000 Penalty: 1147.746948
	Iteration 18Q: 3 clusters Score -1.595192e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 299334 members 
Entering Unmasked Estep 
Score: -15951960.000000 Penalty: 1147.746948
	Iteration 19Q: 3 clusters Score -1.595196e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 299411 members 
Entering Unmasked Estep 
Score: -15951961.000000 Penalty: 1147.746948
	Iteration 20F: 3 clusters Score -1.595196e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 299454 members 
Entering Unmasked Estep 
Score: -15951984.000000 Penalty: 1147.746948
	Iteration 21Q: 3 clusters Score -1.595198e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 299477 members 
Entering Unmasked Estep 
Score: -15952027.000000 Penalty: 1147.746948
	Iteration 22Q: 3 clusters Score -1.595203e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 299487 members 
Entering Unmasked Estep 
Score: -15952028.000000 Penalty: 1147.746948
	Iteration 23Q: 3 clusters Score -1.595203e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 299488 members 
Entering Unmasked Estep 
Score: -15952054.000000 Penalty: 1147.746948
	Iteration 24Q: 3 clusters Score -1.595205e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 299489 members 
Entering Unmasked Estep 
Score: -15952057.000000 Penalty: 1147.746948
	Iteration 25Q: 3 clusters Score -1.595206e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 299486 members 
Entering Unmasked Estep 
Score: -15952074.000000 Penalty: 1147.746948
	Iteration 26Q: 3 clusters Score -1.595207e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 299487 members 
Entering Unmasked Estep 
Score: -15952088.000000 Penalty: 1147.746948
	Iteration 27Q: 3 clusters Score -1.595209e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 299487 members 
Entering Unmasked Estep 
Score: -15952122.000000 Penalty: 1147.746948
	Iteration 28Q: 3 clusters Score -1.595212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 299481 members 
Entering Unmasked Estep 
Score: -15952119.000000 Penalty: 1147.746948
	Iteration 29Q: 3 clusters Score -1.595212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 299477 members 
Entering Unmasked Estep 
Score: -15952114.000000 Penalty: 1147.746948
	Iteration 30Q: 3 clusters Score -1.595211e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 299467 members 
Entering Unmasked Estep 
Score: -15952141.000000 Penalty: 1147.746948
	Iteration 31Q: 3 clusters Score -1.595214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 299459 members 
Entering Unmasked Estep 
Score: -15952166.000000 Penalty: 1147.746948
	Iteration 32Q: 3 clusters Score -1.595217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 299458 members 
Entering Unmasked Estep 
Score: -15952164.000000 Penalty: 1147.746948
	Iteration 33Q: 3 clusters Score -1.595216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 299458 members 
Entering Unmasked Estep 
Score: -15952170.000000 Penalty: 1147.746948
	Iteration 34Q: 3 clusters Score -1.595217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 299459 members 
Entering Unmasked Estep 
Score: -15952181.000000 Penalty: 1147.746948
	Iteration 35Q: 3 clusters Score -1.595218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 299456 members 
Entering Unmasked Estep 
Score: -15952180.000000 Penalty: 1147.746948
	Iteration 36Q: 3 clusters Score -1.595218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 299456 members 
Entering Unmasked Estep 
Score: -15952177.000000 Penalty: 1147.746948
	Iteration 37Q: 3 clusters Score -1.595218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 299460 members 
Entering Unmasked Estep 
Score: -15952174.000000 Penalty: 1147.746948
	Iteration 38Q: 3 clusters Score -1.595217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 299466 members 
Entering Unmasked Estep 
Score: -15952172.000000 Penalty: 1147.746948
	Iteration 39Q: 3 clusters Score -1.595217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 299466 members 
Entering Unmasked Estep 
Score: -15952180.000000 Penalty: 1147.746948
	Iteration 40F: 3 clusters Score -1.595218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 299460 members 
Entering Unmasked Estep 
Score: -15952186.000000 Penalty: 1147.746948
	Iteration 41Q: 3 clusters Score -1.595219e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 299454 members 
Entering Unmasked Estep 
Score: -15952190.000000 Penalty: 1147.746948
	Iteration 42Q: 3 clusters Score -1.595219e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 299446 members 
Entering Unmasked Estep 
Score: -15952183.000000 Penalty: 1147.746948
	Iteration 43Q: 3 clusters Score -1.595218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 299445 members 
Entering Unmasked Estep 
Score: -15952186.000000 Penalty: 1147.746948
	Iteration 44Q: 3 clusters Score -1.595219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 299447 members 
Entering Unmasked Estep 
Score: -15952197.000000 Penalty: 1147.746948
	Iteration 45Q: 3 clusters Score -1.59522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 299450 members 
Entering Unmasked Estep 
Score: -15952202.000000 Penalty: 1147.746948
	Iteration 46Q: 3 clusters Score -1.59522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 299452 members 
Entering Unmasked Estep 
Score: -15952217.000000 Penalty: 1147.746948
	Iteration 47Q: 3 clusters Score -1.595222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 299453 members 
Entering Unmasked Estep 
Score: -15952225.000000 Penalty: 1147.746948
	Iteration 48Q: 3 clusters Score -1.595222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 299458 members 
Entering Unmasked Estep 
Score: -15952204.000000 Penalty: 1147.746948
	Iteration 49Q: 3 clusters Score -1.59522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 299463 members 
Entering Unmasked Estep 
Score: -15952207.000000 Penalty: 1147.746948
	Iteration 50Q: 3 clusters Score -1.595221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 299466 members 
Entering Unmasked Estep 
Score: -15952213.000000 Penalty: 1147.746948
	Iteration 51Q: 3 clusters Score -1.595221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 299466 members 
Entering Unmasked Estep 
Score: -15952196.000000 Penalty: 1147.746948
	Iteration 52Q: 3 clusters Score -1.59522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 299462 members 
Entering Unmasked Estep 
Score: -15952201.000000 Penalty: 1147.746948
	Iteration 53Q: 3 clusters Score -1.59522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 299458 members 
Entering Unmasked Estep 
Score: -15952204.000000 Penalty: 1147.746948
	Iteration 54Q: 3 clusters Score -1.59522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 299459 members 
Entering Unmasked Estep 
Score: -15952206.000000 Penalty: 1147.746948
	Iteration 55Q: 3 clusters Score -1.595221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 299459 members 
Entering Unmasked Estep 
Score: -15952203.000000 Penalty: 1147.746948
	Iteration 56Q: 3 clusters Score -1.59522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 299459 members 
Entering Unmasked Estep 
Score: -15952208.000000 Penalty: 1147.746948
	Iteration 57Q: 3 clusters Score -1.595221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 299459 members 
Entering Unmasked Estep 
Score: -15952208.000000 Penalty: 1147.746948
	Iteration 58F: 3 clusters Score -1.595221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14562 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9939 members 
Mstep: Class 15 contains 10263 members 
Mstep: Class 16 contains 41518 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 31025 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76332 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10561 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 861 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 138 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 299459 members 
Entering Unmasked Estep 
Score: -27458036.000000 Penalty: 26406.333984
Splitting cluster 38 changes total score from -27457438.000000 to -27458036.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 39 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -12962.047852 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -12962.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12623.456055 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -12623.46 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12698.524414 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -12698.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12712.793945 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -12712.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12719.636719 Penalty: 508.439636
	Iteration 3Q: 3 clusters Score -12719.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12727.950195 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -12727.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12738.440430 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -12738.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12747.617188 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -12747.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12756.900391 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -12756.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12761.958984 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -12761.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12768.184570 Penalty: 508.439636
	Iteration 9Q: 3 clusters Score -12768.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12777.061523 Penalty: 508.439636
	Iteration 10Q: 3 clusters Score -12777.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12782.583008 Penalty: 508.439636
	Iteration 11Q: 3 clusters Score -12782.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12795.199219 Penalty: 508.439636
	Iteration 12Q: 3 clusters Score -12795.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12806.417969 Penalty: 508.439636
	Iteration 13Q: 3 clusters Score -12806.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12829.376953 Penalty: 508.439636
	Iteration 14Q: 3 clusters Score -12829.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12880.213867 Penalty: 508.439636
	Iteration 15Q: 3 clusters Score -12880.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12913.369141 Penalty: 508.439636
	Iteration 16Q: 3 clusters Score -12913.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12919.783203 Penalty: 508.439636
	Iteration 17Q: 3 clusters Score -12919.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12919.783203 Penalty: 508.439636
	Iteration 18F: 3 clusters Score -12919.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6282.841797 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6282.842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6060.287109 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6060.287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6312.421387 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6312.421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6351.948242 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -6351.948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6380.475586 Penalty: 448.380096
	Iteration 3F: 3 clusters Score -6380.476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14562 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9939 members 
Mstep: Class 15 contains 10263 members 
Mstep: Class 16 contains 41518 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 31025 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76332 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10561 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 861 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 23 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 299459 members 
Mstep: Class 45 contains 115 members 
Entering Unmasked Estep 
Score: -27457754.000000 Penalty: 27006.476562
Splitting cluster 40 changes total score from -27457438.000000 to -27457754.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 41 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -14179.233398 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -14179.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13825.508789 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -13825.51 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13920.651367 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -13920.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13932.539062 Penalty: 522.613281
	Iteration 2Q: 3 clusters Score -13932.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13939.543945 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -13939.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13942.642578 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -13942.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13943.698242 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -13943.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13943.922852 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -13943.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13943.922852 Penalty: 522.613281
	Iteration 7F: 3 clusters Score -13943.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8292.327148 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -8292.327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8022.842285 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -8022.842 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8130.923340 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -8130.923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8175.424805 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -8175.425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8196.589844 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -8196.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8208.602539 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -8208.603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8211.670898 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -8211.671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8219.230469 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -8219.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8243.521484 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -8243.521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8254.989258 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -8254.989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8256.829102 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -8256.829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8256.829102 Penalty: 485.277405
	Iteration 10F: 3 clusters Score -8256.829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -17475.082031 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -17475.08 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 202 members 
Entering Unmasked Estep 
Score: -17049.591797 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -17049.59 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17175.367188 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -17175.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17221.701172 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -17221.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -17256.673828 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -17256.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -17281.095703 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -17281.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17296.474609 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -17296.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -17305.767578 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -17305.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -17307.837891 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -17307.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17310.080078 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -17310.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17310.966797 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -17310.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -17312.005859 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -17312.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -17313.822266 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -17313.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -17316.355469 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -17316.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -17317.646484 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -17317.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -17318.474609 Penalty: 542.919373
	Iteration 14Q: 3 clusters Score -17318.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -17319.470703 Penalty: 542.919373
	Iteration 15Q: 3 clusters Score -17319.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -17319.775391 Penalty: 542.919373
	Iteration 16Q: 3 clusters Score -17319.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -17319.964844 Penalty: 542.919373
	Iteration 17Q: 3 clusters Score -17319.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -17321.042969 Penalty: 542.919373
	Iteration 18Q: 3 clusters Score -17321.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -17322.234375 Penalty: 542.919373
	Iteration 19Q: 3 clusters Score -17322.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -17322.234375 Penalty: 542.919373
	Iteration 20F: 3 clusters Score -17322.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14562 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9939 members 
Mstep: Class 15 contains 10263 members 
Mstep: Class 16 contains 41518 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 31025 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76332 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10561 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 861 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 23 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457830.000000 Penalty: 27006.476562
Iteration 359Q: 46 clusters Score -2.745783e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 6319 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14558 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9950 members 
Mstep: Class 15 contains 10270 members 
Mstep: Class 16 contains 41553 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6191 members 
Mstep: Class 23 contains 31041 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76387 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10582 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 920 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 23 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 299266 members 
Mstep: Class 45 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 40. Lose 231.177124 but Gain 600.142578
Score: -27458408.000000 Penalty: 26406.333984
Iteration 360F: 45 clusters Score -2.745841e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 6317 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 14501 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 9955 members 
Mstep: Class 15 contains 10269 members 
Mstep: Class 16 contains 41512 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6192 members 
Mstep: Class 23 contains 30970 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76327 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 10590 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 947 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 299459 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458446.000000 Penalty: 26406.333984
Iteration 361Q: 45 clusters Score -2.745845e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 6317 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 282 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 14442 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 9958 members 
Mstep: Class 15 contains 10277 members 
Mstep: Class 16 contains 41493 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6191 members 
Mstep: Class 23 contains 30925 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76291 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10604 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 965 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 299580 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458432.000000 Penalty: 26406.333984
Iteration 362Q: 45 clusters Score -2.745843e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 277 members 
Mstep: Class 9 contains 3879 members 
Mstep: Class 10 contains 14388 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 9961 members 
Mstep: Class 15 contains 10290 members 
Mstep: Class 16 contains 41481 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6191 members 
Mstep: Class 23 contains 30884 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76257 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10616 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 972 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 299685 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458334.000000 Penalty: 26406.333984
Iteration 363Q: 45 clusters Score -2.745833e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4645 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2390 members 
Mstep: Class 6 contains 6317 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 14346 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 9964 members 
Mstep: Class 15 contains 10306 members 
Mstep: Class 16 contains 41478 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6191 members 
Mstep: Class 23 contains 30851 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76226 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10629 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 983 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 299752 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458288.000000 Penalty: 26406.333984
Iteration 364Q: 45 clusters Score -2.745829e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4645 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2389 members 
Mstep: Class 6 contains 6314 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 14292 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 9970 members 
Mstep: Class 15 contains 10329 members 
Mstep: Class 16 contains 41478 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6191 members 
Mstep: Class 23 contains 30823 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76199 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10637 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 993 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 299819 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458200.000000 Penalty: 26406.333984
Iteration 365Q: 45 clusters Score -2.74582e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 6314 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 14254 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 9973 members 
Mstep: Class 15 contains 10358 members 
Mstep: Class 16 contains 41475 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 30794 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76183 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10650 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 299850 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458150.000000 Penalty: 26406.333984
Iteration 366Q: 45 clusters Score -2.745815e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4645 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2383 members 
Mstep: Class 6 contains 6311 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 14206 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 9974 members 
Mstep: Class 15 contains 10380 members 
Mstep: Class 16 contains 41478 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6189 members 
Mstep: Class 23 contains 30769 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76182 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10660 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1013 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 299890 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458098.000000 Penalty: 26406.333984
Iteration 367Q: 45 clusters Score -2.74581e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2383 members 
Mstep: Class 6 contains 6305 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 14155 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 9981 members 
Mstep: Class 15 contains 10405 members 
Mstep: Class 16 contains 41477 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 30746 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76185 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 395 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10672 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1015 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 299924 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458042.000000 Penalty: 26406.333984
Iteration 368Q: 45 clusters Score -2.745804e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2384 members 
Mstep: Class 6 contains 6301 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 14111 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9985 members 
Mstep: Class 15 contains 10431 members 
Mstep: Class 16 contains 41472 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6186 members 
Mstep: Class 23 contains 30728 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76188 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 395 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10684 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1017 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 299948 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458070.000000 Penalty: 26406.333984
Iteration 369Q: 45 clusters Score -2.745807e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2384 members 
Mstep: Class 6 contains 6295 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 14061 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 9995 members 
Mstep: Class 15 contains 10458 members 
Mstep: Class 16 contains 41467 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 30710 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76196 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 395 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10693 members 
Mstep: Class 34 contains 2004 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1020 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 299970 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458090.000000 Penalty: 26406.333984
Iteration 370Q: 45 clusters Score -2.745809e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2385 members 
Mstep: Class 6 contains 6291 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 14004 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 9997 members 
Mstep: Class 15 contains 10494 members 
Mstep: Class 16 contains 41457 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 30696 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76208 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 395 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10695 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1023 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 299999 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458050.000000 Penalty: 26406.333984
Iteration 371Q: 45 clusters Score -2.745805e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2385 members 
Mstep: Class 6 contains 6288 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 10004 members 
Mstep: Class 15 contains 10524 members 
Mstep: Class 16 contains 41450 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 30681 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76224 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10699 members 
Mstep: Class 34 contains 2006 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300025 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458082.000000 Penalty: 26406.333984
Iteration 372Q: 45 clusters Score -2.745808e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2384 members 
Mstep: Class 6 contains 6287 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13888 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 10006 members 
Mstep: Class 15 contains 10542 members 
Mstep: Class 16 contains 41450 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6183 members 
Mstep: Class 23 contains 30669 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76238 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10704 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1028 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300054 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458016.000000 Penalty: 26406.333984
Iteration 373Q: 45 clusters Score -2.745802e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2382 members 
Mstep: Class 6 contains 6285 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13837 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 10014 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 41446 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6182 members 
Mstep: Class 23 contains 30651 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76261 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10712 members 
Mstep: Class 34 contains 2012 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1030 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300070 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458002.000000 Penalty: 26406.333984
Iteration 374Q: 45 clusters Score -2.7458e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2378 members 
Mstep: Class 6 contains 6282 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13788 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 10018 members 
Mstep: Class 15 contains 10574 members 
Mstep: Class 16 contains 41445 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6182 members 
Mstep: Class 23 contains 30637 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76283 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10720 members 
Mstep: Class 34 contains 2019 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300083 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457986.000000 Penalty: 26406.333984
Iteration 375Q: 45 clusters Score -2.745799e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 6283 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 10017 members 
Mstep: Class 15 contains 10589 members 
Mstep: Class 16 contains 41446 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6182 members 
Mstep: Class 23 contains 30623 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76299 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10731 members 
Mstep: Class 34 contains 2027 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300079 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458052.000000 Penalty: 26406.333984
Iteration 376Q: 45 clusters Score -2.745805e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2372 members 
Mstep: Class 6 contains 6280 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13714 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 10017 members 
Mstep: Class 15 contains 10603 members 
Mstep: Class 16 contains 41443 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6181 members 
Mstep: Class 23 contains 30609 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76311 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10736 members 
Mstep: Class 34 contains 2030 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300111 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458030.000000 Penalty: 26406.333984
Iteration 377Q: 45 clusters Score -2.745803e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 6279 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13671 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 10026 members 
Mstep: Class 15 contains 10618 members 
Mstep: Class 16 contains 41435 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6182 members 
Mstep: Class 23 contains 30600 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76333 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10734 members 
Mstep: Class 34 contains 2031 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300132 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458024.000000 Penalty: 26406.333984
Iteration 378Q: 45 clusters Score -2.745802e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2366 members 
Mstep: Class 6 contains 6276 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13637 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 10028 members 
Mstep: Class 15 contains 10634 members 
Mstep: Class 16 contains 41428 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6181 members 
Mstep: Class 23 contains 30598 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76357 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10740 members 
Mstep: Class 34 contains 2030 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300134 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458056.000000 Penalty: 26406.333984
Iteration 379Q: 45 clusters Score -2.745806e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4638 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2366 members 
Mstep: Class 6 contains 6272 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13609 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 10653 members 
Mstep: Class 16 contains 41427 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6179 members 
Mstep: Class 23 contains 30585 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76373 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10747 members 
Mstep: Class 34 contains 2031 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300138 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458044.000000 Penalty: 26406.333984
Iteration 380F: 45 clusters Score -2.745804e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4636 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2364 members 
Mstep: Class 6 contains 6272 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 10671 members 
Mstep: Class 16 contains 41427 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 30566 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76384 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10758 members 
Mstep: Class 34 contains 2033 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300148 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458058.000000 Penalty: 26406.333984
Iteration 381Q: 45 clusters Score -2.745806e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4635 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2363 members 
Mstep: Class 6 contains 6270 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13551 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 10687 members 
Mstep: Class 16 contains 41431 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 30556 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76398 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10765 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300152 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458070.000000 Penalty: 26406.333984
Iteration 382Q: 45 clusters Score -2.745807e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4635 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 6270 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 10706 members 
Mstep: Class 16 contains 41436 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 30549 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76410 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10769 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300154 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458116.000000 Penalty: 26406.333984
Iteration 383Q: 45 clusters Score -2.745812e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4636 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 6272 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13489 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 10722 members 
Mstep: Class 16 contains 41435 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 30542 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76418 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10771 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300166 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458132.000000 Penalty: 26406.333984
Iteration 384Q: 45 clusters Score -2.745813e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4635 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 6271 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 10730 members 
Mstep: Class 16 contains 41435 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 30537 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76420 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10774 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300185 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458098.000000 Penalty: 26406.333984
Iteration 385Q: 45 clusters Score -2.74581e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4636 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 6268 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13435 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10040 members 
Mstep: Class 15 contains 10745 members 
Mstep: Class 16 contains 41433 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 30532 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76420 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10779 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300202 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458040.000000 Penalty: 26406.333984
Iteration 386Q: 45 clusters Score -2.745804e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4637 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2353 members 
Mstep: Class 6 contains 6265 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10046 members 
Mstep: Class 15 contains 10761 members 
Mstep: Class 16 contains 41436 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 30530 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76417 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10779 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300206 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458048.000000 Penalty: 26406.333984
Iteration 387Q: 45 clusters Score -2.745805e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4637 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 6259 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13401 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 10775 members 
Mstep: Class 16 contains 41446 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 30530 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76415 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10779 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300201 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458066.000000 Penalty: 26406.333984
Iteration 388Q: 45 clusters Score -2.745807e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4638 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 6254 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13383 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10056 members 
Mstep: Class 15 contains 10791 members 
Mstep: Class 16 contains 41451 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 30525 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76417 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10779 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300200 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458044.000000 Penalty: 26406.333984
Iteration 389Q: 45 clusters Score -2.745804e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 6252 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13364 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 10800 members 
Mstep: Class 16 contains 41453 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 30521 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76419 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10783 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300203 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458072.000000 Penalty: 26406.333984
Iteration 390Q: 45 clusters Score -2.745807e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 6250 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13342 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10070 members 
Mstep: Class 15 contains 10802 members 
Mstep: Class 16 contains 41452 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 30518 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76419 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10788 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300214 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458074.000000 Penalty: 26406.333984
Iteration 391Q: 45 clusters Score -2.745807e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4640 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 6247 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13315 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10078 members 
Mstep: Class 15 contains 10815 members 
Mstep: Class 16 contains 41455 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 30513 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76421 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10791 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300223 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458066.000000 Penalty: 26406.333984
Iteration 392Q: 45 clusters Score -2.745807e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 6244 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13287 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 15 contains 10828 members 
Mstep: Class 16 contains 41460 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6177 members 
Mstep: Class 23 contains 30504 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76427 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10792 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300230 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458074.000000 Penalty: 26406.333984
Iteration 393Q: 45 clusters Score -2.745807e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4645 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 6242 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13244 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10099 members 
Mstep: Class 15 contains 10838 members 
Mstep: Class 16 contains 41462 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6176 members 
Mstep: Class 23 contains 30503 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76433 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10793 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300244 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458052.000000 Penalty: 26406.333984
Iteration 394Q: 45 clusters Score -2.745805e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 6240 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13205 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10112 members 
Mstep: Class 15 contains 10851 members 
Mstep: Class 16 contains 41462 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6175 members 
Mstep: Class 23 contains 30499 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76450 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10798 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300243 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458034.000000 Penalty: 26406.333984
Iteration 395Q: 45 clusters Score -2.745803e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4645 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 6239 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13157 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10123 members 
Mstep: Class 15 contains 10866 members 
Mstep: Class 16 contains 41463 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6175 members 
Mstep: Class 23 contains 30495 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76466 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10802 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300249 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458036.000000 Penalty: 26406.333984
Iteration 396Q: 45 clusters Score -2.745804e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 6236 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13119 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10137 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 16 contains 41463 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6175 members 
Mstep: Class 23 contains 30488 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76480 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10807 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300255 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458000.000000 Penalty: 26406.333984
Iteration 397Q: 45 clusters Score -2.7458e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6233 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13087 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10150 members 
Mstep: Class 15 contains 10883 members 
Mstep: Class 16 contains 41459 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6174 members 
Mstep: Class 23 contains 30486 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76492 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10806 members 
Mstep: Class 34 contains 2037 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300270 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457994.000000 Penalty: 26406.333984
Iteration 398Q: 45 clusters Score -2.745799e+07 nChanged 85
Entering ConstructFrom: 
Score: -27457994.000000 Penalty: 26406.333984
Entering ConstructFrom: 
Trying to split cluster 1 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -6442.980957 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -6442.981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6170.088867 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -6170.089 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6240.647949 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -6240.648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6270.067383 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -6270.067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6294.641602 Penalty: 475.542938
	Iteration 3F: 3 clusters Score -6294.642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6306.683105 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -6306.683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6315.661133 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -6315.661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6322.040527 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -6322.041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6330.590332 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -6330.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6331.466309 Penalty: 475.542938
	Iteration 8Q: 3 clusters Score -6331.466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6333.523926 Penalty: 475.542938
	Iteration 9Q: 3 clusters Score -6333.524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6333.523926 Penalty: 475.542938
	Iteration 10F: 3 clusters Score -6333.524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Entering Unmasked Estep 
Score: -259727.562500 Penalty: 384.151978
	Iteration 0F: 2 clusters Score -259727.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -256586.359375 Penalty: 768.303955
	Iteration 0F: 3 clusters Score -256586.4 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -257824.578125 Penalty: 768.303955
	Iteration 1F: 3 clusters Score -257824.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -258160.921875 Penalty: 768.303955
	Iteration 2F: 3 clusters Score -258160.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -258608.562500 Penalty: 768.303955
	Iteration 3F: 3 clusters Score -258608.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -259007.921875 Penalty: 768.303955
	Iteration 4F: 3 clusters Score -259007.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -259287.562500 Penalty: 768.303955
	Iteration 5F: 3 clusters Score -259287.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -259423.937500 Penalty: 768.303955
	Iteration 6Q: 3 clusters Score -259423.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -259456.828125 Penalty: 768.303955
	Iteration 7Q: 3 clusters Score -259456.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -259467.875000 Penalty: 768.303955
	Iteration 8Q: 3 clusters Score -259467.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -259473.609375 Penalty: 768.303955
	Iteration 9Q: 3 clusters Score -259473.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -259477.093750 Penalty: 768.303955
	Iteration 10Q: 3 clusters Score -259477.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -259479.890625 Penalty: 768.303955
	Iteration 11Q: 3 clusters Score -259479.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -259481.765625 Penalty: 768.303955
	Iteration 12Q: 3 clusters Score -259481.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -259484.781250 Penalty: 768.303955
	Iteration 13Q: 3 clusters Score -259484.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -259485.234375 Penalty: 768.303955
	Iteration 14Q: 3 clusters Score -259485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -259485.703125 Penalty: 768.303955
	Iteration 15Q: 3 clusters Score -259485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -259487.156250 Penalty: 768.303955
	Iteration 16Q: 3 clusters Score -259487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -259487.703125 Penalty: 768.303955
	Iteration 17Q: 3 clusters Score -259487.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -259489.421875 Penalty: 768.303955
	Iteration 18Q: 3 clusters Score -259489.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -259491.062500 Penalty: 768.303955
	Iteration 19Q: 3 clusters Score -259491.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -259492.343750 Penalty: 768.303955
	Iteration 20F: 3 clusters Score -259492.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -259493.718750 Penalty: 768.303955
	Iteration 21Q: 3 clusters Score -259493.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -259495.078125 Penalty: 768.303955
	Iteration 22Q: 3 clusters Score -259495.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -259497.000000 Penalty: 768.303955
	Iteration 23Q: 3 clusters Score -259497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -259499.828125 Penalty: 768.303955
	Iteration 24Q: 3 clusters Score -259499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -259500.671875 Penalty: 768.303955
	Iteration 25Q: 3 clusters Score -259500.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -259501.484375 Penalty: 768.303955
	Iteration 26Q: 3 clusters Score -259501.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -259502.187500 Penalty: 768.303955
	Iteration 27Q: 3 clusters Score -259502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -259503.453125 Penalty: 768.303955
	Iteration 28Q: 3 clusters Score -259503.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -259504.843750 Penalty: 768.303955
	Iteration 29Q: 3 clusters Score -259504.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -259506.421875 Penalty: 768.303955
	Iteration 30Q: 3 clusters Score -259506.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -259508.906250 Penalty: 768.303955
	Iteration 31Q: 3 clusters Score -259508.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -259511.843750 Penalty: 768.303955
	Iteration 32Q: 3 clusters Score -259511.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -259514.531250 Penalty: 768.303955
	Iteration 33Q: 3 clusters Score -259514.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -259516.531250 Penalty: 768.303955
	Iteration 34Q: 3 clusters Score -259516.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -259519.031250 Penalty: 768.303955
	Iteration 35Q: 3 clusters Score -259519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -259520.031250 Penalty: 768.303955
	Iteration 36Q: 3 clusters Score -259520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -259524.140625 Penalty: 768.303955
	Iteration 37Q: 3 clusters Score -259524.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -259526.843750 Penalty: 768.303955
	Iteration 38Q: 3 clusters Score -259526.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -259528.031250 Penalty: 768.303955
	Iteration 39Q: 3 clusters Score -259528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -259529.000000 Penalty: 768.303955
	Iteration 40F: 3 clusters Score -259529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -259530.625000 Penalty: 768.303955
	Iteration 41Q: 3 clusters Score -259530.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -259532.828125 Penalty: 768.303955
	Iteration 42Q: 3 clusters Score -259532.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -259535.093750 Penalty: 768.303955
	Iteration 43Q: 3 clusters Score -259535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -259535.031250 Penalty: 768.303955
	Iteration 44Q: 3 clusters Score -259535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -259535.328125 Penalty: 768.303955
	Iteration 45Q: 3 clusters Score -259535.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -259535.625000 Penalty: 768.303955
	Iteration 46Q: 3 clusters Score -259535.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -259536.015625 Penalty: 768.303955
	Iteration 47Q: 3 clusters Score -259536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -259536.109375 Penalty: 768.303955
	Iteration 48Q: 3 clusters Score -259536.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -259536.796875 Penalty: 768.303955
	Iteration 49Q: 3 clusters Score -259536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -259536.671875 Penalty: 768.303955
	Iteration 50Q: 3 clusters Score -259536.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -259536.937500 Penalty: 768.303955
	Iteration 51Q: 3 clusters Score -259536.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -259537.375000 Penalty: 768.303955
	Iteration 52Q: 3 clusters Score -259537.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -259537.718750 Penalty: 768.303955
	Iteration 53Q: 3 clusters Score -259537.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -259537.515625 Penalty: 768.303955
	Iteration 54Q: 3 clusters Score -259537.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -259538.671875 Penalty: 768.303955
	Iteration 55Q: 3 clusters Score -259538.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -259539.046875 Penalty: 768.303955
	Iteration 56Q: 3 clusters Score -259539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -259540.203125 Penalty: 768.303955
	Iteration 57Q: 3 clusters Score -259540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -259540.031250 Penalty: 768.303955
	Iteration 58Q: 3 clusters Score -259540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -259540.421875 Penalty: 768.303955
	Iteration 59Q: 3 clusters Score -259540.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -259540.859375 Penalty: 768.303955
	Iteration 60F: 3 clusters Score -259540.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -259541.390625 Penalty: 768.303955
	Iteration 61Q: 3 clusters Score -259541.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -259542.062500 Penalty: 768.303955
	Iteration 62Q: 3 clusters Score -259542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -259542.281250 Penalty: 768.303955
	Iteration 63Q: 3 clusters Score -259542.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -259542.281250 Penalty: 768.303955
	Iteration 64F: 3 clusters Score -259542.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -40741.023438 Penalty: 301.515656
	Iteration 0F: 2 clusters Score -40741.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40098.242188 Penalty: 603.031311
	Iteration 0F: 3 clusters Score -40098.24 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40279.746094 Penalty: 603.031311
	Iteration 1F: 3 clusters Score -40279.75 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -40311.632812 Penalty: 603.031311
	Iteration 2F: 3 clusters Score -40311.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -40321.425781 Penalty: 603.031311
	Iteration 3Q: 3 clusters Score -40321.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -40327.972656 Penalty: 603.031311
	Iteration 4Q: 3 clusters Score -40327.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -40332.007812 Penalty: 603.031311
	Iteration 5Q: 3 clusters Score -40332.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40336.960938 Penalty: 603.031311
	Iteration 6Q: 3 clusters Score -40336.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -40341.894531 Penalty: 603.031311
	Iteration 7Q: 3 clusters Score -40341.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40344.632812 Penalty: 603.031311
	Iteration 8Q: 3 clusters Score -40344.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40350.550781 Penalty: 603.031311
	Iteration 9Q: 3 clusters Score -40350.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -40356.750000 Penalty: 603.031311
	Iteration 10Q: 3 clusters Score -40356.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -40361.707031 Penalty: 603.031311
	Iteration 11Q: 3 clusters Score -40361.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -40364.191406 Penalty: 603.031311
	Iteration 12Q: 3 clusters Score -40364.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40364.660156 Penalty: 603.031311
	Iteration 13Q: 3 clusters Score -40364.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -40364.863281 Penalty: 603.031311
	Iteration 14Q: 3 clusters Score -40364.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40365.226562 Penalty: 603.031311
	Iteration 15Q: 3 clusters Score -40365.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40365.867188 Penalty: 603.031311
	Iteration 16Q: 3 clusters Score -40365.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -40366.164062 Penalty: 603.031311
	Iteration 17Q: 3 clusters Score -40366.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40366.648438 Penalty: 603.031311
	Iteration 18Q: 3 clusters Score -40366.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40366.648438 Penalty: 603.031311
	Iteration 19F: 3 clusters Score -40366.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -21436.439453 Penalty: 281.096466
	Iteration 0F: 2 clusters Score -21436.44 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 254 members 
Entering Unmasked Estep 
Score: -20945.089844 Penalty: 562.192932
	Iteration 0F: 3 clusters Score -20945.09 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21136.189453 Penalty: 562.192932
	Iteration 1F: 3 clusters Score -21136.19 nChanged 53
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: -21230.328125 Penalty: 562.192932
	Iteration 2F: 3 clusters Score -21230.33 nChanged 36
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: -21312.394531 Penalty: 562.192932
	Iteration 3F: 3 clusters Score -21312.39 nChanged 38
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: -21378.166016 Penalty: 562.192932
	Iteration 4F: 3 clusters Score -21378.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21401.158203 Penalty: 562.192932
	Iteration 5Q: 3 clusters Score -21401.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21407.228516 Penalty: 562.192932
	Iteration 6Q: 3 clusters Score -21407.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21408.546875 Penalty: 562.192932
	Iteration 7Q: 3 clusters Score -21408.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21409.542969 Penalty: 562.192932
	Iteration 8Q: 3 clusters Score -21409.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21411.099609 Penalty: 562.192932
	Iteration 9Q: 3 clusters Score -21411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -21412.101562 Penalty: 562.192932
	Iteration 10Q: 3 clusters Score -21412.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -21412.953125 Penalty: 562.192932
	Iteration 11Q: 3 clusters Score -21412.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21413.128906 Penalty: 562.192932
	Iteration 12Q: 3 clusters Score -21413.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21413.128906 Penalty: 562.192932
	Iteration 13F: 3 clusters Score -21413.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -118697.851562 Penalty: 353.023590
	Iteration 0F: 2 clusters Score -118697.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -117053.289062 Penalty: 706.047180
	Iteration 0F: 3 clusters Score -117053.3 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -117666.335938 Penalty: 706.047180
	Iteration 1F: 3 clusters Score -117666.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -117784.210938 Penalty: 706.047180
	Iteration 2F: 3 clusters Score -117784.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -117885.195312 Penalty: 706.047180
	Iteration 3F: 3 clusters Score -117885.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -117976.375000 Penalty: 706.047180
	Iteration 4F: 3 clusters Score -117976.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -118062.976562 Penalty: 706.047180
	Iteration 5Q: 3 clusters Score -118063 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118161.078125 Penalty: 706.047180
	Iteration 6Q: 3 clusters Score -118161.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -118243.687500 Penalty: 706.047180
	Iteration 7Q: 3 clusters Score -118243.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -118307.289062 Penalty: 706.047180
	Iteration 8Q: 3 clusters Score -118307.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -118363.273438 Penalty: 706.047180
	Iteration 9Q: 3 clusters Score -118363.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -118391.039062 Penalty: 706.047180
	Iteration 10Q: 3 clusters Score -118391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -118415.382812 Penalty: 706.047180
	Iteration 11Q: 3 clusters Score -118415.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -118431.515625 Penalty: 706.047180
	Iteration 12Q: 3 clusters Score -118431.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -118443.726562 Penalty: 706.047180
	Iteration 13Q: 3 clusters Score -118443.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -118457.117188 Penalty: 706.047180
	Iteration 14Q: 3 clusters Score -118457.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -118468.507812 Penalty: 706.047180
	Iteration 15Q: 3 clusters Score -118468.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -118476.851562 Penalty: 706.047180
	Iteration 16Q: 3 clusters Score -118476.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -118482.125000 Penalty: 706.047180
	Iteration 17Q: 3 clusters Score -118482.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -118488.843750 Penalty: 706.047180
	Iteration 18Q: 3 clusters Score -118488.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -118495.867188 Penalty: 706.047180
	Iteration 19Q: 3 clusters Score -118495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -118498.140625 Penalty: 706.047180
	Iteration 20F: 3 clusters Score -118498.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -118498.968750 Penalty: 706.047180
	Iteration 21Q: 3 clusters Score -118499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -118500.914062 Penalty: 706.047180
	Iteration 22Q: 3 clusters Score -118500.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -118503.921875 Penalty: 706.047180
	Iteration 23Q: 3 clusters Score -118503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -118505.585938 Penalty: 706.047180
	Iteration 24Q: 3 clusters Score -118505.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -118505.585938 Penalty: 706.047180
	Iteration 25F: 3 clusters Score -118505.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Entering Unmasked Estep 
Score: -330965.062500 Penalty: 397.546814
	Iteration 0F: 2 clusters Score -330965.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -326794.281250 Penalty: 795.093628
	Iteration 0F: 3 clusters Score -326794.3 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -328507.406250 Penalty: 795.093628
	Iteration 1F: 3 clusters Score -328507.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -328719.875000 Penalty: 795.093628
	Iteration 2F: 3 clusters Score -328719.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -329003.406250 Penalty: 795.093628
	Iteration 3F: 3 clusters Score -329003.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -329389.031250 Penalty: 795.093628
	Iteration 4F: 3 clusters Score -329389 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -329788.343750 Penalty: 795.093628
	Iteration 5F: 3 clusters Score -329788.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -330102.187500 Penalty: 795.093628
	Iteration 6Q: 3 clusters Score -330102.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -330331.343750 Penalty: 795.093628
	Iteration 7Q: 3 clusters Score -330331.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -330462.937500 Penalty: 795.093628
	Iteration 8Q: 3 clusters Score -330462.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -330548.406250 Penalty: 795.093628
	Iteration 9Q: 3 clusters Score -330548.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -330595.062500 Penalty: 795.093628
	Iteration 10Q: 3 clusters Score -330595.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -330618.500000 Penalty: 795.093628
	Iteration 11Q: 3 clusters Score -330618.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -330634.656250 Penalty: 795.093628
	Iteration 12Q: 3 clusters Score -330634.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -330646.500000 Penalty: 795.093628
	Iteration 13Q: 3 clusters Score -330646.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -330656.093750 Penalty: 795.093628
	Iteration 14Q: 3 clusters Score -330656.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -330663.875000 Penalty: 795.093628
	Iteration 15Q: 3 clusters Score -330663.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -330670.937500 Penalty: 795.093628
	Iteration 16Q: 3 clusters Score -330670.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -330672.312500 Penalty: 795.093628
	Iteration 17Q: 3 clusters Score -330672.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -330673.125000 Penalty: 795.093628
	Iteration 18Q: 3 clusters Score -330673.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -330674.406250 Penalty: 795.093628
	Iteration 19Q: 3 clusters Score -330674.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -330676.968750 Penalty: 795.093628
	Iteration 20F: 3 clusters Score -330677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -330680.875000 Penalty: 795.093628
	Iteration 21Q: 3 clusters Score -330680.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -330683.562500 Penalty: 795.093628
	Iteration 22Q: 3 clusters Score -330683.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -330686.125000 Penalty: 795.093628
	Iteration 23Q: 3 clusters Score -330686.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -330687.781250 Penalty: 795.093628
	Iteration 24Q: 3 clusters Score -330687.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -330690.093750 Penalty: 795.093628
	Iteration 25Q: 3 clusters Score -330690.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -330693.625000 Penalty: 795.093628
	Iteration 26Q: 3 clusters Score -330693.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -330696.968750 Penalty: 795.093628
	Iteration 27Q: 3 clusters Score -330697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -330700.718750 Penalty: 795.093628
	Iteration 28Q: 3 clusters Score -330700.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -330702.062500 Penalty: 795.093628
	Iteration 29Q: 3 clusters Score -330702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -330703.468750 Penalty: 795.093628
	Iteration 30Q: 3 clusters Score -330703.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -330703.281250 Penalty: 795.093628
	Iteration 31Q: 3 clusters Score -330703.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -330703.375000 Penalty: 795.093628
	Iteration 32Q: 3 clusters Score -330703.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -330703.375000 Penalty: 795.093628
	Iteration 33F: 3 clusters Score -330703.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3702.421143 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3702.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3528.899658 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3528.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3554.416016 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3554.416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3556.913330 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3556.913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3560.652344 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -3560.652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3563.455322 Penalty: 389.176636
	Iteration 4Q: 3 clusters Score -3563.455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3563.455322 Penalty: 389.176636
	Iteration 5F: 3 clusters Score -3563.455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -11672.309570 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -11672.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11357.221680 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -11357.22 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11429.570312 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -11429.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11449.733398 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -11449.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11460.837891 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -11460.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11463.146484 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -11463.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11464.294922 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -11464.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11465.576172 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -11465.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11465.576172 Penalty: 510.461945
	Iteration 7F: 3 clusters Score -11465.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -197142.312500 Penalty: 376.005096
	Iteration 0F: 2 clusters Score -197142.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -194500.875000 Penalty: 752.010193
	Iteration 0F: 3 clusters Score -194500.9 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -195505.859375 Penalty: 752.010193
	Iteration 1F: 3 clusters Score -195505.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -195718.078125 Penalty: 752.010193
	Iteration 2F: 3 clusters Score -195718.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -195980.437500 Penalty: 752.010193
	Iteration 3F: 3 clusters Score -195980.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -196251.968750 Penalty: 752.010193
	Iteration 4F: 3 clusters Score -196252 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -196446.781250 Penalty: 752.010193
	Iteration 5F: 3 clusters Score -196446.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -196568.781250 Penalty: 752.010193
	Iteration 6Q: 3 clusters Score -196568.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -196654.156250 Penalty: 752.010193
	Iteration 7Q: 3 clusters Score -196654.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -196718.453125 Penalty: 752.010193
	Iteration 8Q: 3 clusters Score -196718.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -196751.140625 Penalty: 752.010193
	Iteration 9Q: 3 clusters Score -196751.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -196769.203125 Penalty: 752.010193
	Iteration 10Q: 3 clusters Score -196769.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -196780.968750 Penalty: 752.010193
	Iteration 11Q: 3 clusters Score -196781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -196787.765625 Penalty: 752.010193
	Iteration 12Q: 3 clusters Score -196787.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -196796.796875 Penalty: 752.010193
	Iteration 13Q: 3 clusters Score -196796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -196804.156250 Penalty: 752.010193
	Iteration 14Q: 3 clusters Score -196804.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -196808.890625 Penalty: 752.010193
	Iteration 15Q: 3 clusters Score -196808.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -196811.750000 Penalty: 752.010193
	Iteration 16Q: 3 clusters Score -196811.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -196818.015625 Penalty: 752.010193
	Iteration 17Q: 3 clusters Score -196818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -196824.843750 Penalty: 752.010193
	Iteration 18Q: 3 clusters Score -196824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -196831.828125 Penalty: 752.010193
	Iteration 19Q: 3 clusters Score -196831.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -196831.828125 Penalty: 752.010193
	Iteration 20F: 3 clusters Score -196831.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Entering Unmasked Estep 
Score: -714273.812500 Penalty: 431.214111
	Iteration 0F: 2 clusters Score -714273.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -705533.125000 Penalty: 862.428223
	Iteration 0F: 3 clusters Score -705533.1 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -709114.062500 Penalty: 862.428223
	Iteration 1F: 3 clusters Score -709114.1 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -709503.562500 Penalty: 862.428223
	Iteration 2F: 3 clusters Score -709503.6 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -710036.125000 Penalty: 862.428223
	Iteration 3F: 3 clusters Score -710036.1 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -710825.812500 Penalty: 862.428223
	Iteration 4F: 3 clusters Score -710825.8 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -711820.437500 Penalty: 862.428223
	Iteration 5F: 3 clusters Score -711820.4 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -712738.312500 Penalty: 862.428223
	Iteration 6F: 3 clusters Score -712738.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -713305.375000 Penalty: 862.428223
	Iteration 7Q: 3 clusters Score -713305.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -713556.687500 Penalty: 862.428223
	Iteration 8Q: 3 clusters Score -713556.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -713683.750000 Penalty: 862.428223
	Iteration 9Q: 3 clusters Score -713683.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -713766.625000 Penalty: 862.428223
	Iteration 10Q: 3 clusters Score -713766.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -713811.500000 Penalty: 862.428223
	Iteration 11Q: 3 clusters Score -713811.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -713843.625000 Penalty: 862.428223
	Iteration 12Q: 3 clusters Score -713843.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -713861.437500 Penalty: 862.428223
	Iteration 13Q: 3 clusters Score -713861.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -713869.250000 Penalty: 862.428223
	Iteration 14Q: 3 clusters Score -713869.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -713875.875000 Penalty: 862.428223
	Iteration 15Q: 3 clusters Score -713875.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -713882.875000 Penalty: 862.428223
	Iteration 16Q: 3 clusters Score -713882.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -713885.312500 Penalty: 862.428223
	Iteration 17Q: 3 clusters Score -713885.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -713887.687500 Penalty: 862.428223
	Iteration 18Q: 3 clusters Score -713887.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -713887.687500 Penalty: 862.428223
	Iteration 19F: 3 clusters Score -713887.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -27391.644531 Penalty: 287.018463
	Iteration 0F: 2 clusters Score -27391.64 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 271 members 
Entering Unmasked Estep 
Score: -26862.236328 Penalty: 574.036926
	Iteration 0F: 3 clusters Score -26862.24 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26981.583984 Penalty: 574.036926
	Iteration 1F: 3 clusters Score -26981.58 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27046.359375 Penalty: 574.036926
	Iteration 2F: 3 clusters Score -27046.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27081.667969 Penalty: 574.036926
	Iteration 3F: 3 clusters Score -27081.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27100.548828 Penalty: 574.036926
	Iteration 4Q: 3 clusters Score -27100.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27116.281250 Penalty: 574.036926
	Iteration 5Q: 3 clusters Score -27116.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27127.281250 Penalty: 574.036926
	Iteration 6Q: 3 clusters Score -27127.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -27133.113281 Penalty: 574.036926
	Iteration 7Q: 3 clusters Score -27133.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -27137.828125 Penalty: 574.036926
	Iteration 8Q: 3 clusters Score -27137.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -27139.830078 Penalty: 574.036926
	Iteration 9Q: 3 clusters Score -27139.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27143.320312 Penalty: 574.036926
	Iteration 10Q: 3 clusters Score -27143.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27148.083984 Penalty: 574.036926
	Iteration 11Q: 3 clusters Score -27148.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27150.988281 Penalty: 574.036926
	Iteration 12Q: 3 clusters Score -27150.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27152.408203 Penalty: 574.036926
	Iteration 13Q: 3 clusters Score -27152.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27153.564453 Penalty: 574.036926
	Iteration 14Q: 3 clusters Score -27153.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27155.712891 Penalty: 574.036926
	Iteration 15Q: 3 clusters Score -27155.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -27158.589844 Penalty: 574.036926
	Iteration 16Q: 3 clusters Score -27158.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -27159.666016 Penalty: 574.036926
	Iteration 17Q: 3 clusters Score -27159.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -27161.210938 Penalty: 574.036926
	Iteration 18Q: 3 clusters Score -27161.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -27162.736328 Penalty: 574.036926
	Iteration 19Q: 3 clusters Score -27162.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27163.093750 Penalty: 574.036926
	Iteration 20F: 3 clusters Score -27163.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -27305.337891 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -27305.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26793.992188 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -26793.99 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26925.156250 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -26925.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -26961.826172 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -26961.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26985.462891 Penalty: 569.621948
	Iteration 3Q: 3 clusters Score -26985.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -26999.529297 Penalty: 569.621948
	Iteration 4Q: 3 clusters Score -26999.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27011.912109 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -27011.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27021.093750 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -27021.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -27027.138672 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -27027.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27031.085938 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -27031.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -27034.521484 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -27034.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27048.177734 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -27048.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27060.570312 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -27060.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27068.900391 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -27068.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27079.001953 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -27079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27086.652344 Penalty: 569.621948
	Iteration 14Q: 3 clusters Score -27086.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27087.400391 Penalty: 569.621948
	Iteration 15Q: 3 clusters Score -27087.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27088.533203 Penalty: 569.621948
	Iteration 16Q: 3 clusters Score -27088.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27090.830078 Penalty: 569.621948
	Iteration 17Q: 3 clusters Score -27090.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27093.080078 Penalty: 569.621948
	Iteration 18Q: 3 clusters Score -27093.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27094.345703 Penalty: 569.621948
	Iteration 19Q: 3 clusters Score -27094.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27094.611328 Penalty: 569.621948
	Iteration 20F: 3 clusters Score -27094.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -72846.625000 Penalty: 328.125854
	Iteration 0F: 2 clusters Score -72846.62 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 694 members 
Entering Unmasked Estep 
Score: -71840.296875 Penalty: 656.251709
	Iteration 0F: 3 clusters Score -71840.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -72133.054688 Penalty: 656.251709
	Iteration 1F: 3 clusters Score -72133.05 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -72179.164062 Penalty: 656.251709
	Iteration 2F: 3 clusters Score -72179.16 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -72220.296875 Penalty: 656.251709
	Iteration 3F: 3 clusters Score -72220.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -72258.632812 Penalty: 656.251709
	Iteration 4Q: 3 clusters Score -72258.63 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -72279.320312 Penalty: 656.251709
	Iteration 5Q: 3 clusters Score -72279.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -72293.101562 Penalty: 656.251709
	Iteration 6Q: 3 clusters Score -72293.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -72310.000000 Penalty: 656.251709
	Iteration 7Q: 3 clusters Score -72310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -72331.054688 Penalty: 656.251709
	Iteration 8Q: 3 clusters Score -72331.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -72356.109375 Penalty: 656.251709
	Iteration 9Q: 3 clusters Score -72356.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -72379.398438 Penalty: 656.251709
	Iteration 10Q: 3 clusters Score -72379.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -72400.453125 Penalty: 656.251709
	Iteration 11Q: 3 clusters Score -72400.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -72419.406250 Penalty: 656.251709
	Iteration 12Q: 3 clusters Score -72419.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -72435.992188 Penalty: 656.251709
	Iteration 13Q: 3 clusters Score -72435.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -72445.421875 Penalty: 656.251709
	Iteration 14Q: 3 clusters Score -72445.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -72457.992188 Penalty: 656.251709
	Iteration 15Q: 3 clusters Score -72457.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -72475.992188 Penalty: 656.251709
	Iteration 16Q: 3 clusters Score -72475.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -72485.375000 Penalty: 656.251709
	Iteration 17Q: 3 clusters Score -72485.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -72493.671875 Penalty: 656.251709
	Iteration 18Q: 3 clusters Score -72493.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -72499.335938 Penalty: 656.251709
	Iteration 19Q: 3 clusters Score -72499.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -72504.429688 Penalty: 656.251709
	Iteration 20F: 3 clusters Score -72504.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -72510.312500 Penalty: 656.251709
	Iteration 21Q: 3 clusters Score -72510.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -72514.414062 Penalty: 656.251709
	Iteration 22Q: 3 clusters Score -72514.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -72517.359375 Penalty: 656.251709
	Iteration 23Q: 3 clusters Score -72517.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -72517.570312 Penalty: 656.251709
	Iteration 24Q: 3 clusters Score -72517.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -72517.570312 Penalty: 656.251709
	Iteration 25F: 3 clusters Score -72517.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Entering Unmasked Estep 
Score: -548880.625000 Penalty: 419.779297
	Iteration 0F: 2 clusters Score -548880.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -542197.937500 Penalty: 839.558594
	Iteration 0F: 3 clusters Score -542197.9 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -544778.687500 Penalty: 839.558594
	Iteration 1F: 3 clusters Score -544778.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -544988.062500 Penalty: 839.558594
	Iteration 2F: 3 clusters Score -544988.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -545220.062500 Penalty: 839.558594
	Iteration 3F: 3 clusters Score -545220.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -545509.812500 Penalty: 839.558594
	Iteration 4F: 3 clusters Score -545509.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -545909.687500 Penalty: 839.558594
	Iteration 5F: 3 clusters Score -545909.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -546372.687500 Penalty: 839.558594
	Iteration 6F: 3 clusters Score -546372.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -546734.687500 Penalty: 839.558594
	Iteration 7F: 3 clusters Score -546734.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -546919.250000 Penalty: 839.558594
	Iteration 8Q: 3 clusters Score -546919.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -547000.687500 Penalty: 839.558594
	Iteration 9Q: 3 clusters Score -547000.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -547052.812500 Penalty: 839.558594
	Iteration 10Q: 3 clusters Score -547052.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -547108.187500 Penalty: 839.558594
	Iteration 11Q: 3 clusters Score -547108.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -547168.562500 Penalty: 839.558594
	Iteration 12Q: 3 clusters Score -547168.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -547231.125000 Penalty: 839.558594
	Iteration 13Q: 3 clusters Score -547231.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -547291.687500 Penalty: 839.558594
	Iteration 14Q: 3 clusters Score -547291.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -547344.875000 Penalty: 839.558594
	Iteration 15Q: 3 clusters Score -547344.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -547398.250000 Penalty: 839.558594
	Iteration 16Q: 3 clusters Score -547398.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -547449.437500 Penalty: 839.558594
	Iteration 17Q: 3 clusters Score -547449.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -547510.562500 Penalty: 839.558594
	Iteration 18Q: 3 clusters Score -547510.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -547567.250000 Penalty: 839.558594
	Iteration 19Q: 3 clusters Score -547567.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -547626.562500 Penalty: 839.558594
	Iteration 20F: 3 clusters Score -547626.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -547694.625000 Penalty: 839.558594
	Iteration 21Q: 3 clusters Score -547694.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -547750.625000 Penalty: 839.558594
	Iteration 22Q: 3 clusters Score -547750.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -547806.437500 Penalty: 839.558594
	Iteration 23Q: 3 clusters Score -547806.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -547879.500000 Penalty: 839.558594
	Iteration 24Q: 3 clusters Score -547879.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -547965.812500 Penalty: 839.558594
	Iteration 25Q: 3 clusters Score -547965.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -548050.750000 Penalty: 839.558594
	Iteration 26Q: 3 clusters Score -548050.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -548124.687500 Penalty: 839.558594
	Iteration 27Q: 3 clusters Score -548124.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -548190.437500 Penalty: 839.558594
	Iteration 28Q: 3 clusters Score -548190.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -548254.500000 Penalty: 839.558594
	Iteration 29Q: 3 clusters Score -548254.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -548313.812500 Penalty: 839.558594
	Iteration 30Q: 3 clusters Score -548313.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -548361.875000 Penalty: 839.558594
	Iteration 31Q: 3 clusters Score -548361.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -548390.000000 Penalty: 839.558594
	Iteration 32Q: 3 clusters Score -548390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -548418.375000 Penalty: 839.558594
	Iteration 33Q: 3 clusters Score -548418.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -548438.875000 Penalty: 839.558594
	Iteration 34Q: 3 clusters Score -548438.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -548450.687500 Penalty: 839.558594
	Iteration 35Q: 3 clusters Score -548450.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -548465.875000 Penalty: 839.558594
	Iteration 36Q: 3 clusters Score -548465.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -548473.937500 Penalty: 839.558594
	Iteration 37Q: 3 clusters Score -548473.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -548477.250000 Penalty: 839.558594
	Iteration 38Q: 3 clusters Score -548477.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -548485.062500 Penalty: 839.558594
	Iteration 39Q: 3 clusters Score -548485.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -548492.062500 Penalty: 839.558594
	Iteration 40F: 3 clusters Score -548492.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -548493.250000 Penalty: 839.558594
	Iteration 41Q: 3 clusters Score -548493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -548493.250000 Penalty: 839.558594
	Iteration 42Q: 3 clusters Score -548493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -548493.562500 Penalty: 839.558594
	Iteration 43Q: 3 clusters Score -548493.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -548494.187500 Penalty: 839.558594
	Iteration 44Q: 3 clusters Score -548494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -548494.187500 Penalty: 839.558594
	Iteration 45F: 3 clusters Score -548494.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Entering Unmasked Estep 
Score: -613380.062500 Penalty: 422.941467
	Iteration 0F: 2 clusters Score -613380.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -606097.187500 Penalty: 845.882935
	Iteration 0F: 3 clusters Score -606097.2 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -609018.750000 Penalty: 845.882935
	Iteration 1F: 3 clusters Score -609018.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -609278.187500 Penalty: 845.882935
	Iteration 2F: 3 clusters Score -609278.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -609649.437500 Penalty: 845.882935
	Iteration 3F: 3 clusters Score -609649.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -610224.125000 Penalty: 845.882935
	Iteration 4F: 3 clusters Score -610224.1 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -610994.437500 Penalty: 845.882935
	Iteration 5F: 3 clusters Score -610994.4 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -611686.937500 Penalty: 845.882935
	Iteration 6F: 3 clusters Score -611686.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -612077.250000 Penalty: 845.882935
	Iteration 7F: 3 clusters Score -612077.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -612264.562500 Penalty: 845.882935
	Iteration 8Q: 3 clusters Score -612264.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -612397.500000 Penalty: 845.882935
	Iteration 9Q: 3 clusters Score -612397.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -612507.625000 Penalty: 845.882935
	Iteration 10Q: 3 clusters Score -612507.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -612595.625000 Penalty: 845.882935
	Iteration 11Q: 3 clusters Score -612595.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -612665.062500 Penalty: 845.882935
	Iteration 12Q: 3 clusters Score -612665.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -612716.000000 Penalty: 845.882935
	Iteration 13Q: 3 clusters Score -612716 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -612767.312500 Penalty: 845.882935
	Iteration 14Q: 3 clusters Score -612767.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -612809.625000 Penalty: 845.882935
	Iteration 15Q: 3 clusters Score -612809.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -612841.312500 Penalty: 845.882935
	Iteration 16Q: 3 clusters Score -612841.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -612871.437500 Penalty: 845.882935
	Iteration 17Q: 3 clusters Score -612871.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -612897.937500 Penalty: 845.882935
	Iteration 18Q: 3 clusters Score -612897.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -612911.000000 Penalty: 845.882935
	Iteration 19Q: 3 clusters Score -612911 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -612925.250000 Penalty: 845.882935
	Iteration 20F: 3 clusters Score -612925.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -612934.125000 Penalty: 845.882935
	Iteration 21Q: 3 clusters Score -612934.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -612942.625000 Penalty: 845.882935
	Iteration 22Q: 3 clusters Score -612942.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -612953.750000 Penalty: 845.882935
	Iteration 23Q: 3 clusters Score -612953.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -612962.875000 Penalty: 845.882935
	Iteration 24Q: 3 clusters Score -612962.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -612973.125000 Penalty: 845.882935
	Iteration 25Q: 3 clusters Score -612973.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -612977.562500 Penalty: 845.882935
	Iteration 26Q: 3 clusters Score -612977.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -612982.812500 Penalty: 845.882935
	Iteration 27Q: 3 clusters Score -612982.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -612990.812500 Penalty: 845.882935
	Iteration 28Q: 3 clusters Score -612990.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -612994.312500 Penalty: 845.882935
	Iteration 29Q: 3 clusters Score -612994.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -613002.000000 Penalty: 845.882935
	Iteration 30Q: 3 clusters Score -613002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -613010.125000 Penalty: 845.882935
	Iteration 31Q: 3 clusters Score -613010.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -613018.125000 Penalty: 845.882935
	Iteration 32Q: 3 clusters Score -613018.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -613022.750000 Penalty: 845.882935
	Iteration 33Q: 3 clusters Score -613022.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -613026.375000 Penalty: 845.882935
	Iteration 34Q: 3 clusters Score -613026.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -613032.062500 Penalty: 845.882935
	Iteration 35Q: 3 clusters Score -613032.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -613037.250000 Penalty: 845.882935
	Iteration 36Q: 3 clusters Score -613037.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -613043.562500 Penalty: 845.882935
	Iteration 37Q: 3 clusters Score -613043.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -613047.750000 Penalty: 845.882935
	Iteration 38Q: 3 clusters Score -613047.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -613054.562500 Penalty: 845.882935
	Iteration 39Q: 3 clusters Score -613054.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -613056.812500 Penalty: 845.882935
	Iteration 40F: 3 clusters Score -613056.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -613060.250000 Penalty: 845.882935
	Iteration 41Q: 3 clusters Score -613060.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -613065.812500 Penalty: 845.882935
	Iteration 42Q: 3 clusters Score -613065.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -613069.437500 Penalty: 845.882935
	Iteration 43Q: 3 clusters Score -613069.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -613072.750000 Penalty: 845.882935
	Iteration 44Q: 3 clusters Score -613072.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -613075.125000 Penalty: 845.882935
	Iteration 45Q: 3 clusters Score -613075.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -613080.500000 Penalty: 845.882935
	Iteration 46Q: 3 clusters Score -613080.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -613083.250000 Penalty: 845.882935
	Iteration 47Q: 3 clusters Score -613083.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -613083.625000 Penalty: 845.882935
	Iteration 48Q: 3 clusters Score -613083.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -613085.750000 Penalty: 845.882935
	Iteration 49Q: 3 clusters Score -613085.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -613087.375000 Penalty: 845.882935
	Iteration 50Q: 3 clusters Score -613087.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -613087.375000 Penalty: 845.882935
	Iteration 51Q: 3 clusters Score -613087.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -613089.187500 Penalty: 845.882935
	Iteration 52Q: 3 clusters Score -613089.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -613090.500000 Penalty: 845.882935
	Iteration 53Q: 3 clusters Score -613090.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -613091.687500 Penalty: 845.882935
	Iteration 54Q: 3 clusters Score -613091.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -613094.625000 Penalty: 845.882935
	Iteration 55Q: 3 clusters Score -613094.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -613097.875000 Penalty: 845.882935
	Iteration 56Q: 3 clusters Score -613097.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -613099.687500 Penalty: 845.882935
	Iteration 57Q: 3 clusters Score -613099.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -613100.750000 Penalty: 845.882935
	Iteration 58Q: 3 clusters Score -613100.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -613103.062500 Penalty: 845.882935
	Iteration 59Q: 3 clusters Score -613103.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -613104.625000 Penalty: 845.882935
	Iteration 60F: 3 clusters Score -613104.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -613105.250000 Penalty: 845.882935
	Iteration 61Q: 3 clusters Score -613105.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -613106.750000 Penalty: 845.882935
	Iteration 62Q: 3 clusters Score -613106.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -613108.562500 Penalty: 845.882935
	Iteration 63Q: 3 clusters Score -613108.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -613109.500000 Penalty: 845.882935
	Iteration 64Q: 3 clusters Score -613109.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -613109.812500 Penalty: 845.882935
	Iteration 65Q: 3 clusters Score -613109.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -613111.125000 Penalty: 845.882935
	Iteration 66Q: 3 clusters Score -613111.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -613112.937500 Penalty: 845.882935
	Iteration 67Q: 3 clusters Score -613112.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -613114.500000 Penalty: 845.882935
	Iteration 68Q: 3 clusters Score -613114.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -613115.625000 Penalty: 845.882935
	Iteration 69Q: 3 clusters Score -613115.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -613115.500000 Penalty: 845.882935
	Iteration 70Q: 3 clusters Score -613115.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -613118.562500 Penalty: 845.882935
	Iteration 71Q: 3 clusters Score -613118.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -613119.500000 Penalty: 845.882935
	Iteration 72Q: 3 clusters Score -613119.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -613119.062500 Penalty: 845.882935
	Iteration 73Q: 3 clusters Score -613119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -613119.937500 Penalty: 845.882935
	Iteration 74Q: 3 clusters Score -613119.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -613121.625000 Penalty: 845.882935
	Iteration 75Q: 3 clusters Score -613121.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -613121.187500 Penalty: 845.882935
	Iteration 76Q: 3 clusters Score -613121.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -613122.875000 Penalty: 845.882935
	Iteration 77Q: 3 clusters Score -613122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -613122.312500 Penalty: 845.882935
	Iteration 78Q: 3 clusters Score -613122.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -613123.000000 Penalty: 845.882935
	Iteration 79Q: 3 clusters Score -613123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -613123.375000 Penalty: 845.882935
	Iteration 80F: 3 clusters Score -613123.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -613124.000000 Penalty: 845.882935
	Iteration 81Q: 3 clusters Score -613124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -613124.187500 Penalty: 845.882935
	Iteration 82Q: 3 clusters Score -613124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -613124.687500 Penalty: 845.882935
	Iteration 83Q: 3 clusters Score -613124.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -613124.750000 Penalty: 845.882935
	Iteration 84Q: 3 clusters Score -613124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -613127.000000 Penalty: 845.882935
	Iteration 85Q: 3 clusters Score -613127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -613127.500000 Penalty: 845.882935
	Iteration 86Q: 3 clusters Score -613127.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -613127.375000 Penalty: 845.882935
	Iteration 87Q: 3 clusters Score -613127.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -613125.000000 Penalty: 845.882935
	Iteration 88Q: 3 clusters Score -613125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -613127.125000 Penalty: 845.882935
	Iteration 89Q: 3 clusters Score -613127.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -613127.187500 Penalty: 845.882935
	Iteration 90Q: 3 clusters Score -613127.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -613127.750000 Penalty: 845.882935
	Iteration 91Q: 3 clusters Score -613127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -613127.125000 Penalty: 845.882935
	Iteration 92Q: 3 clusters Score -613127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -613128.125000 Penalty: 845.882935
	Iteration 93Q: 3 clusters Score -613128.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -613128.500000 Penalty: 845.882935
	Iteration 94Q: 3 clusters Score -613128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -613127.937500 Penalty: 845.882935
	Iteration 95Q: 3 clusters Score -613127.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -613127.937500 Penalty: 845.882935
	Iteration 96F: 3 clusters Score -613127.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Entering Unmasked Estep 
Score: -2107339.250000 Penalty: 483.780243
	Iteration 0F: 2 clusters Score -2107339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2079356.000000 Penalty: 967.560486
	Iteration 0F: 3 clusters Score -2079356 nChanged 20034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -2092165.250000 Penalty: 967.560486
	Iteration 1F: 3 clusters Score -2092165 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -2094146.875000 Penalty: 967.560486
	Iteration 2F: 3 clusters Score -2094147 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -2096856.125000 Penalty: 967.560486
	Iteration 3F: 3 clusters Score -2096856 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -2099853.250000 Penalty: 967.560486
	Iteration 4F: 3 clusters Score -2099853 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -2102337.500000 Penalty: 967.560486
	Iteration 5F: 3 clusters Score -2102338 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -2104023.250000 Penalty: 967.560486
	Iteration 6Q: 3 clusters Score -2104023 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -2105054.500000 Penalty: 967.560486
	Iteration 7Q: 3 clusters Score -2105054 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -2105595.250000 Penalty: 967.560486
	Iteration 8Q: 3 clusters Score -2105595 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -2105937.000000 Penalty: 967.560486
	Iteration 9Q: 3 clusters Score -2105937 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -2106195.000000 Penalty: 967.560486
	Iteration 10Q: 3 clusters Score -2106195 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -2106361.750000 Penalty: 967.560486
	Iteration 11Q: 3 clusters Score -2106362 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -2106500.250000 Penalty: 967.560486
	Iteration 12Q: 3 clusters Score -2106500 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -2106593.000000 Penalty: 967.560486
	Iteration 13Q: 3 clusters Score -2106593 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -2106655.750000 Penalty: 967.560486
	Iteration 14Q: 3 clusters Score -2106656 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -2106687.250000 Penalty: 967.560486
	Iteration 15Q: 3 clusters Score -2106687 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -2106718.750000 Penalty: 967.560486
	Iteration 16Q: 3 clusters Score -2106719 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -2106749.000000 Penalty: 967.560486
	Iteration 17Q: 3 clusters Score -2106749 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -2106766.500000 Penalty: 967.560486
	Iteration 18Q: 3 clusters Score -2106766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -2106772.250000 Penalty: 967.560486
	Iteration 19Q: 3 clusters Score -2106772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -2106778.500000 Penalty: 967.560486
	Iteration 20F: 3 clusters Score -2106778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -2106781.500000 Penalty: 967.560486
	Iteration 21Q: 3 clusters Score -2106782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -2106785.750000 Penalty: 967.560486
	Iteration 22Q: 3 clusters Score -2106786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -2106790.000000 Penalty: 967.560486
	Iteration 23Q: 3 clusters Score -2106790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -2106793.000000 Penalty: 967.560486
	Iteration 24Q: 3 clusters Score -2106793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -2106800.000000 Penalty: 967.560486
	Iteration 25Q: 3 clusters Score -2106800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -2106799.750000 Penalty: 967.560486
	Iteration 26Q: 3 clusters Score -2106800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -2106801.250000 Penalty: 967.560486
	Iteration 27Q: 3 clusters Score -2106801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -2106803.250000 Penalty: 967.560486
	Iteration 28Q: 3 clusters Score -2106803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -2106805.000000 Penalty: 967.560486
	Iteration 29Q: 3 clusters Score -2106805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -2106804.750000 Penalty: 967.560486
	Iteration 30Q: 3 clusters Score -2106805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -2106809.500000 Penalty: 967.560486
	Iteration 31Q: 3 clusters Score -2106810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -2106809.500000 Penalty: 967.560486
	Iteration 32Q: 3 clusters Score -2106810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -2106809.250000 Penalty: 967.560486
	Iteration 33Q: 3 clusters Score -2106809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -2106805.250000 Penalty: 967.560486
	Iteration 34Q: 3 clusters Score -2106805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -2106806.750000 Penalty: 967.560486
	Iteration 35Q: 3 clusters Score -2106807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -2106809.500000 Penalty: 967.560486
	Iteration 36Q: 3 clusters Score -2106810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -2106806.250000 Penalty: 967.560486
	Iteration 37Q: 3 clusters Score -2106806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -2106812.500000 Penalty: 967.560486
	Iteration 38Q: 3 clusters Score -2106812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -2106816.500000 Penalty: 967.560486
	Iteration 39Q: 3 clusters Score -2106816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -2106817.250000 Penalty: 967.560486
	Iteration 40F: 3 clusters Score -2106817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -2106814.000000 Penalty: 967.560486
	Iteration 41Q: 3 clusters Score -2106814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -2106817.500000 Penalty: 967.560486
	Iteration 42Q: 3 clusters Score -2106818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -2106817.250000 Penalty: 967.560486
	Iteration 43Q: 3 clusters Score -2106817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -2106820.000000 Penalty: 967.560486
	Iteration 44Q: 3 clusters Score -2106820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -2106821.500000 Penalty: 967.560486
	Iteration 45Q: 3 clusters Score -2106822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -2106821.500000 Penalty: 967.560486
	Iteration 46F: 3 clusters Score -2106822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6680.969238 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6680.969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6444.680664 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6444.681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6509.606934 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6509.607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6527.144043 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -6527.144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6531.200684 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6531.201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6532.698730 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6532.699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6536.530762 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -6536.531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6541.819336 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -6541.819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6541.819336 Penalty: 450.337158
	Iteration 7F: 3 clusters Score -6541.819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -81544.320312 Penalty: 335.431366
	Iteration 0F: 2 clusters Score -81544.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -80354.492188 Penalty: 670.862732
	Iteration 0F: 3 clusters Score -80354.49 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -80721.554688 Penalty: 670.862732
	Iteration 1F: 3 clusters Score -80721.55 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -80816.203125 Penalty: 670.862732
	Iteration 2F: 3 clusters Score -80816.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -80908.414062 Penalty: 670.862732
	Iteration 3F: 3 clusters Score -80908.41 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -80997.296875 Penalty: 670.862732
	Iteration 4F: 3 clusters Score -80997.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -81077.195312 Penalty: 670.862732
	Iteration 5F: 3 clusters Score -81077.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -81142.750000 Penalty: 670.862732
	Iteration 6Q: 3 clusters Score -81142.75 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -81200.000000 Penalty: 670.862732
	Iteration 7Q: 3 clusters Score -81200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -81268.570312 Penalty: 670.862732
	Iteration 8Q: 3 clusters Score -81268.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -81298.921875 Penalty: 670.862732
	Iteration 9Q: 3 clusters Score -81298.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -81318.640625 Penalty: 670.862732
	Iteration 10Q: 3 clusters Score -81318.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -81329.281250 Penalty: 670.862732
	Iteration 11Q: 3 clusters Score -81329.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -81338.523438 Penalty: 670.862732
	Iteration 12Q: 3 clusters Score -81338.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -81345.992188 Penalty: 670.862732
	Iteration 13Q: 3 clusters Score -81345.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -81349.234375 Penalty: 670.862732
	Iteration 14Q: 3 clusters Score -81349.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -81350.968750 Penalty: 670.862732
	Iteration 15Q: 3 clusters Score -81350.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -81353.507812 Penalty: 670.862732
	Iteration 16Q: 3 clusters Score -81353.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -81364.351562 Penalty: 670.862732
	Iteration 17Q: 3 clusters Score -81364.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -81378.226562 Penalty: 670.862732
	Iteration 18Q: 3 clusters Score -81378.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -81382.453125 Penalty: 670.862732
	Iteration 19Q: 3 clusters Score -81382.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -81385.078125 Penalty: 670.862732
	Iteration 20F: 3 clusters Score -81385.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -81386.023438 Penalty: 670.862732
	Iteration 21Q: 3 clusters Score -81386.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -81387.304688 Penalty: 670.862732
	Iteration 22Q: 3 clusters Score -81387.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -81387.648438 Penalty: 670.862732
	Iteration 23Q: 3 clusters Score -81387.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -81387.914062 Penalty: 670.862732
	Iteration 24Q: 3 clusters Score -81387.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -81388.117188 Penalty: 670.862732
	Iteration 25Q: 3 clusters Score -81388.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -81388.117188 Penalty: 670.862732
	Iteration 26F: 3 clusters Score -81388.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -9918.083008 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -9918.083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9611.497070 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -9611.497 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9658.343750 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -9658.344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9671.951172 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -9671.951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9680.691406 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -9680.691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9694.065430 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -9694.065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9698.828125 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -9698.828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9701.037109 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -9701.037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9702.830078 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -9702.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9705.791016 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -9705.791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9707.780273 Penalty: 489.150330
	Iteration 9Q: 3 clusters Score -9707.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9713.109375 Penalty: 489.150330
	Iteration 10Q: 3 clusters Score -9713.109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9719.540039 Penalty: 489.150330
	Iteration 11Q: 3 clusters Score -9719.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9721.195312 Penalty: 489.150330
	Iteration 12Q: 3 clusters Score -9721.195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9721.581055 Penalty: 489.150330
	Iteration 13Q: 3 clusters Score -9721.581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9721.581055 Penalty: 489.150330
	Iteration 14F: 3 clusters Score -9721.581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -27158.501953 Penalty: 285.157623
	Iteration 0F: 2 clusters Score -27158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26627.775391 Penalty: 570.315247
	Iteration 0F: 3 clusters Score -26627.78 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26744.630859 Penalty: 570.315247
	Iteration 1F: 3 clusters Score -26744.63 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26780.998047 Penalty: 570.315247
	Iteration 2F: 3 clusters Score -26781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26802.345703 Penalty: 570.315247
	Iteration 3Q: 3 clusters Score -26802.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26817.373047 Penalty: 570.315247
	Iteration 4Q: 3 clusters Score -26817.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26829.164062 Penalty: 570.315247
	Iteration 5Q: 3 clusters Score -26829.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26843.347656 Penalty: 570.315247
	Iteration 6Q: 3 clusters Score -26843.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26859.658203 Penalty: 570.315247
	Iteration 7Q: 3 clusters Score -26859.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26870.126953 Penalty: 570.315247
	Iteration 8Q: 3 clusters Score -26870.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26878.800781 Penalty: 570.315247
	Iteration 9Q: 3 clusters Score -26878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26883.509766 Penalty: 570.315247
	Iteration 10Q: 3 clusters Score -26883.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26888.533203 Penalty: 570.315247
	Iteration 11Q: 3 clusters Score -26888.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26891.142578 Penalty: 570.315247
	Iteration 12Q: 3 clusters Score -26891.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26894.582031 Penalty: 570.315247
	Iteration 13Q: 3 clusters Score -26894.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26896.501953 Penalty: 570.315247
	Iteration 14Q: 3 clusters Score -26896.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26897.962891 Penalty: 570.315247
	Iteration 15Q: 3 clusters Score -26897.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26900.986328 Penalty: 570.315247
	Iteration 16Q: 3 clusters Score -26900.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26903.537109 Penalty: 570.315247
	Iteration 17Q: 3 clusters Score -26903.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26903.537109 Penalty: 570.315247
	Iteration 18F: 3 clusters Score -26903.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6071.739746 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6071.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5847.747070 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5847.747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5894.295898 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5894.296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5902.762207 Penalty: 448.380096
	Iteration 2Q: 3 clusters Score -5902.762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5908.790039 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -5908.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5911.000000 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -5911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5911.000000 Penalty: 448.380096
	Iteration 5F: 3 clusters Score -5911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Entering Unmasked Estep 
Score: -302637.875000 Penalty: 397.121307
	Iteration 0F: 2 clusters Score -302637.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -298517.375000 Penalty: 794.242615
	Iteration 0F: 3 clusters Score -298517.4 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -300208.718750 Penalty: 794.242615
	Iteration 1F: 3 clusters Score -300208.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -300465.406250 Penalty: 794.242615
	Iteration 2F: 3 clusters Score -300465.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -300823.187500 Penalty: 794.242615
	Iteration 3F: 3 clusters Score -300823.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -301188.000000 Penalty: 794.242615
	Iteration 4F: 3 clusters Score -301188 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -301509.656250 Penalty: 794.242615
	Iteration 5F: 3 clusters Score -301509.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -301779.281250 Penalty: 794.242615
	Iteration 6F: 3 clusters Score -301779.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -301980.093750 Penalty: 794.242615
	Iteration 7Q: 3 clusters Score -301980.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -302136.750000 Penalty: 794.242615
	Iteration 8Q: 3 clusters Score -302136.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -302231.375000 Penalty: 794.242615
	Iteration 9Q: 3 clusters Score -302231.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -302284.781250 Penalty: 794.242615
	Iteration 10Q: 3 clusters Score -302284.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -302305.625000 Penalty: 794.242615
	Iteration 11Q: 3 clusters Score -302305.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -302321.500000 Penalty: 794.242615
	Iteration 12Q: 3 clusters Score -302321.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -302330.625000 Penalty: 794.242615
	Iteration 13Q: 3 clusters Score -302330.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -302342.687500 Penalty: 794.242615
	Iteration 14Q: 3 clusters Score -302342.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -302352.656250 Penalty: 794.242615
	Iteration 15Q: 3 clusters Score -302352.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -302360.531250 Penalty: 794.242615
	Iteration 16Q: 3 clusters Score -302360.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -302369.968750 Penalty: 794.242615
	Iteration 17Q: 3 clusters Score -302370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -302373.843750 Penalty: 794.242615
	Iteration 18Q: 3 clusters Score -302373.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -302377.093750 Penalty: 794.242615
	Iteration 19Q: 3 clusters Score -302377.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -302379.781250 Penalty: 794.242615
	Iteration 20F: 3 clusters Score -302379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -302380.093750 Penalty: 794.242615
	Iteration 21Q: 3 clusters Score -302380.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -302380.437500 Penalty: 794.242615
	Iteration 22Q: 3 clusters Score -302380.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -302383.312500 Penalty: 794.242615
	Iteration 23Q: 3 clusters Score -302383.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -302386.093750 Penalty: 794.242615
	Iteration 24Q: 3 clusters Score -302386.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -302393.375000 Penalty: 794.242615
	Iteration 25Q: 3 clusters Score -302393.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -302403.218750 Penalty: 794.242615
	Iteration 26Q: 3 clusters Score -302403.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -302410.500000 Penalty: 794.242615
	Iteration 27Q: 3 clusters Score -302410.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -302417.250000 Penalty: 794.242615
	Iteration 28Q: 3 clusters Score -302417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -302421.375000 Penalty: 794.242615
	Iteration 29Q: 3 clusters Score -302421.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -302423.531250 Penalty: 794.242615
	Iteration 30Q: 3 clusters Score -302423.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -302425.343750 Penalty: 794.242615
	Iteration 31Q: 3 clusters Score -302425.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -302428.125000 Penalty: 794.242615
	Iteration 32Q: 3 clusters Score -302428.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -302428.406250 Penalty: 794.242615
	Iteration 33Q: 3 clusters Score -302428.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -302429.156250 Penalty: 794.242615
	Iteration 34Q: 3 clusters Score -302429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -302431.125000 Penalty: 794.242615
	Iteration 35Q: 3 clusters Score -302431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -302431.562500 Penalty: 794.242615
	Iteration 36Q: 3 clusters Score -302431.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -302432.062500 Penalty: 794.242615
	Iteration 37Q: 3 clusters Score -302432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -302432.812500 Penalty: 794.242615
	Iteration 38Q: 3 clusters Score -302432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -302432.812500 Penalty: 794.242615
	Iteration 39F: 3 clusters Score -302432.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Entering Unmasked Estep 
Score: -1681610.875000 Penalty: 469.776611
	Iteration 0F: 2 clusters Score -1681611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1661415.375000 Penalty: 939.553223
	Iteration 0F: 3 clusters Score -1661415 nChanged 14600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1669759.250000 Penalty: 939.553223
	Iteration 1F: 3 clusters Score -1669759 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1670196.750000 Penalty: 939.553223
	Iteration 2Q: 3 clusters Score -1670197 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1670746.500000 Penalty: 939.553223
	Iteration 3Q: 3 clusters Score -1670746 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1671481.000000 Penalty: 939.553223
	Iteration 4F: 3 clusters Score -1671481 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1672453.875000 Penalty: 939.553223
	Iteration 5F: 3 clusters Score -1672454 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -1673800.875000 Penalty: 939.553223
	Iteration 6F: 3 clusters Score -1673801 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -1675197.875000 Penalty: 939.553223
	Iteration 7F: 3 clusters Score -1675198 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -1676050.000000 Penalty: 939.553223
	Iteration 8F: 3 clusters Score -1676050 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -1676377.875000 Penalty: 939.553223
	Iteration 9Q: 3 clusters Score -1676378 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -1676490.250000 Penalty: 939.553223
	Iteration 10Q: 3 clusters Score -1676490 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -1676592.625000 Penalty: 939.553223
	Iteration 11Q: 3 clusters Score -1676593 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -1676726.000000 Penalty: 939.553223
	Iteration 12Q: 3 clusters Score -1676726 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -1676879.625000 Penalty: 939.553223
	Iteration 13Q: 3 clusters Score -1676880 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -1677046.125000 Penalty: 939.553223
	Iteration 14Q: 3 clusters Score -1677046 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -1677239.750000 Penalty: 939.553223
	Iteration 15Q: 3 clusters Score -1677240 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -1677430.875000 Penalty: 939.553223
	Iteration 16Q: 3 clusters Score -1677431 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -1677621.875000 Penalty: 939.553223
	Iteration 17Q: 3 clusters Score -1677622 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -1677858.250000 Penalty: 939.553223
	Iteration 18Q: 3 clusters Score -1677858 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -1678109.875000 Penalty: 939.553223
	Iteration 19Q: 3 clusters Score -1678110 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -1678363.000000 Penalty: 939.553223
	Iteration 20F: 3 clusters Score -1678363 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -1678620.750000 Penalty: 939.553223
	Iteration 21Q: 3 clusters Score -1678621 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -1678897.875000 Penalty: 939.553223
	Iteration 22Q: 3 clusters Score -1678898 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -1679158.500000 Penalty: 939.553223
	Iteration 23Q: 3 clusters Score -1679158 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -1679376.000000 Penalty: 939.553223
	Iteration 24Q: 3 clusters Score -1679376 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -1679585.625000 Penalty: 939.553223
	Iteration 25Q: 3 clusters Score -1679586 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -1679831.375000 Penalty: 939.553223
	Iteration 26Q: 3 clusters Score -1679831 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -1680038.375000 Penalty: 939.553223
	Iteration 27Q: 3 clusters Score -1680038 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -1680223.250000 Penalty: 939.553223
	Iteration 28Q: 3 clusters Score -1680223 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -1680383.625000 Penalty: 939.553223
	Iteration 29Q: 3 clusters Score -1680384 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -1680515.625000 Penalty: 939.553223
	Iteration 30Q: 3 clusters Score -1680516 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -1680622.875000 Penalty: 939.553223
	Iteration 31Q: 3 clusters Score -1680623 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -1680694.375000 Penalty: 939.553223
	Iteration 32Q: 3 clusters Score -1680694 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -1680764.875000 Penalty: 939.553223
	Iteration 33Q: 3 clusters Score -1680765 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -1680820.500000 Penalty: 939.553223
	Iteration 34Q: 3 clusters Score -1680820 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -1680876.625000 Penalty: 939.553223
	Iteration 35Q: 3 clusters Score -1680877 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -1680924.750000 Penalty: 939.553223
	Iteration 36Q: 3 clusters Score -1680925 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -1680957.375000 Penalty: 939.553223
	Iteration 37Q: 3 clusters Score -1680957 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -1680995.000000 Penalty: 939.553223
	Iteration 38Q: 3 clusters Score -1680995 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -1681017.375000 Penalty: 939.553223
	Iteration 39Q: 3 clusters Score -1681017 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -1681041.750000 Penalty: 939.553223
	Iteration 40F: 3 clusters Score -1681042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -1681065.625000 Penalty: 939.553223
	Iteration 41Q: 3 clusters Score -1681066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -1681080.875000 Penalty: 939.553223
	Iteration 42Q: 3 clusters Score -1681081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -1681094.625000 Penalty: 939.553223
	Iteration 43Q: 3 clusters Score -1681095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -1681108.000000 Penalty: 939.553223
	Iteration 44Q: 3 clusters Score -1681108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -1681125.625000 Penalty: 939.553223
	Iteration 45Q: 3 clusters Score -1681126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -1681134.250000 Penalty: 939.553223
	Iteration 46Q: 3 clusters Score -1681134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -1681147.625000 Penalty: 939.553223
	Iteration 47Q: 3 clusters Score -1681148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -1681160.375000 Penalty: 939.553223
	Iteration 48Q: 3 clusters Score -1681160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -1681172.000000 Penalty: 939.553223
	Iteration 49Q: 3 clusters Score -1681172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -1681182.125000 Penalty: 939.553223
	Iteration 50Q: 3 clusters Score -1681182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -1681189.375000 Penalty: 939.553223
	Iteration 51Q: 3 clusters Score -1681189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -1681199.125000 Penalty: 939.553223
	Iteration 52Q: 3 clusters Score -1681199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -1681201.125000 Penalty: 939.553223
	Iteration 53Q: 3 clusters Score -1681201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -1681201.000000 Penalty: 939.553223
	Iteration 54Q: 3 clusters Score -1681201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -1681204.125000 Penalty: 939.553223
	Iteration 55Q: 3 clusters Score -1681204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -1681205.000000 Penalty: 939.553223
	Iteration 56Q: 3 clusters Score -1681205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -1681208.500000 Penalty: 939.553223
	Iteration 57Q: 3 clusters Score -1681208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -1681210.875000 Penalty: 939.553223
	Iteration 58Q: 3 clusters Score -1681211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -1681210.750000 Penalty: 939.553223
	Iteration 59Q: 3 clusters Score -1681211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -1681212.000000 Penalty: 939.553223
	Iteration 60F: 3 clusters Score -1681212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -1681213.750000 Penalty: 939.553223
	Iteration 61Q: 3 clusters Score -1681214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -1681216.000000 Penalty: 939.553223
	Iteration 62Q: 3 clusters Score -1681216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -1681218.125000 Penalty: 939.553223
	Iteration 63Q: 3 clusters Score -1681218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -1681219.125000 Penalty: 939.553223
	Iteration 64Q: 3 clusters Score -1681219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -1681221.125000 Penalty: 939.553223
	Iteration 65Q: 3 clusters Score -1681221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -1681222.750000 Penalty: 939.553223
	Iteration 66Q: 3 clusters Score -1681223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -1681224.875000 Penalty: 939.553223
	Iteration 67Q: 3 clusters Score -1681225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -1681224.875000 Penalty: 939.553223
	Iteration 68F: 3 clusters Score -1681225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -14618.455078 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -14618.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14288.320312 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -14288.32 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14372.501953 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -14372.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14407.267578 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -14407.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14434.284180 Penalty: 519.949707
	Iteration 3Q: 3 clusters Score -14434.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14447.074219 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -14447.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -14458.289062 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -14458.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14460.610352 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -14460.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14466.981445 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -14466.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14470.142578 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -14470.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -14471.437500 Penalty: 519.949707
	Iteration 9Q: 3 clusters Score -14471.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -14473.123047 Penalty: 519.949707
	Iteration 10Q: 3 clusters Score -14473.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -14475.519531 Penalty: 519.949707
	Iteration 11Q: 3 clusters Score -14475.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -14477.670898 Penalty: 519.949707
	Iteration 12Q: 3 clusters Score -14477.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -14479.376953 Penalty: 519.949707
	Iteration 13Q: 3 clusters Score -14479.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -14480.677734 Penalty: 519.949707
	Iteration 14Q: 3 clusters Score -14480.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -14480.677734 Penalty: 519.949707
	Iteration 15F: 3 clusters Score -14480.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -28862.371094 Penalty: 289.908356
	Iteration 0F: 2 clusters Score -28862.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -28342.244141 Penalty: 579.816711
	Iteration 0F: 3 clusters Score -28342.24 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -28546.355469 Penalty: 579.816711
	Iteration 1F: 3 clusters Score -28546.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -28587.525391 Penalty: 579.816711
	Iteration 2F: 3 clusters Score -28587.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28626.392578 Penalty: 579.816711
	Iteration 3F: 3 clusters Score -28626.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28651.085938 Penalty: 579.816711
	Iteration 4Q: 3 clusters Score -28651.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28667.681641 Penalty: 579.816711
	Iteration 5Q: 3 clusters Score -28667.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28671.808594 Penalty: 579.816711
	Iteration 6Q: 3 clusters Score -28671.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28676.121094 Penalty: 579.816711
	Iteration 7Q: 3 clusters Score -28676.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28678.990234 Penalty: 579.816711
	Iteration 8Q: 3 clusters Score -28678.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28683.462891 Penalty: 579.816711
	Iteration 9Q: 3 clusters Score -28683.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28687.628906 Penalty: 579.816711
	Iteration 10Q: 3 clusters Score -28687.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28694.330078 Penalty: 579.816711
	Iteration 11Q: 3 clusters Score -28694.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28698.558594 Penalty: 579.816711
	Iteration 12Q: 3 clusters Score -28698.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28703.486328 Penalty: 579.816711
	Iteration 13Q: 3 clusters Score -28703.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28705.865234 Penalty: 579.816711
	Iteration 14Q: 3 clusters Score -28705.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28708.589844 Penalty: 579.816711
	Iteration 15Q: 3 clusters Score -28708.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28711.394531 Penalty: 579.816711
	Iteration 16Q: 3 clusters Score -28711.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28712.291016 Penalty: 579.816711
	Iteration 17Q: 3 clusters Score -28712.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28713.460938 Penalty: 579.816711
	Iteration 18Q: 3 clusters Score -28713.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28715.642578 Penalty: 579.816711
	Iteration 19Q: 3 clusters Score -28715.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28720.230469 Penalty: 579.816711
	Iteration 20F: 3 clusters Score -28720.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28725.562500 Penalty: 579.816711
	Iteration 21Q: 3 clusters Score -28725.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28729.568359 Penalty: 579.816711
	Iteration 22Q: 3 clusters Score -28729.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28735.103516 Penalty: 579.816711
	Iteration 23Q: 3 clusters Score -28735.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28735.919922 Penalty: 579.816711
	Iteration 24Q: 3 clusters Score -28735.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28736.363281 Penalty: 579.816711
	Iteration 25Q: 3 clusters Score -28736.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28736.427734 Penalty: 579.816711
	Iteration 26Q: 3 clusters Score -28736.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28736.427734 Penalty: 579.816711
	Iteration 27F: 3 clusters Score -28736.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -22268.281250 Penalty: 280.622009
	Iteration 0F: 2 clusters Score -22268.28 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 222 members 
Entering Unmasked Estep 
Score: -21805.195312 Penalty: 561.244019
	Iteration 0F: 3 clusters Score -21805.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21957.689453 Penalty: 561.244019
	Iteration 1F: 3 clusters Score -21957.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21991.943359 Penalty: 561.244019
	Iteration 2F: 3 clusters Score -21991.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22021.751953 Penalty: 561.244019
	Iteration 3Q: 3 clusters Score -22021.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22043.080078 Penalty: 561.244019
	Iteration 4Q: 3 clusters Score -22043.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22057.484375 Penalty: 561.244019
	Iteration 5Q: 3 clusters Score -22057.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22063.917969 Penalty: 561.244019
	Iteration 6Q: 3 clusters Score -22063.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22068.900391 Penalty: 561.244019
	Iteration 7Q: 3 clusters Score -22068.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -22073.599609 Penalty: 561.244019
	Iteration 8Q: 3 clusters Score -22073.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -22079.044922 Penalty: 561.244019
	Iteration 9Q: 3 clusters Score -22079.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -22081.140625 Penalty: 561.244019
	Iteration 10Q: 3 clusters Score -22081.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -22085.279297 Penalty: 561.244019
	Iteration 11Q: 3 clusters Score -22085.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -22090.826172 Penalty: 561.244019
	Iteration 12Q: 3 clusters Score -22090.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -22095.777344 Penalty: 561.244019
	Iteration 13Q: 3 clusters Score -22095.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22096.900391 Penalty: 561.244019
	Iteration 14Q: 3 clusters Score -22096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -22097.203125 Penalty: 561.244019
	Iteration 15Q: 3 clusters Score -22097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -22097.607422 Penalty: 561.244019
	Iteration 16Q: 3 clusters Score -22097.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -22103.472656 Penalty: 561.244019
	Iteration 17Q: 3 clusters Score -22103.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -22106.630859 Penalty: 561.244019
	Iteration 18Q: 3 clusters Score -22106.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -22108.310547 Penalty: 561.244019
	Iteration 19Q: 3 clusters Score -22108.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -22113.080078 Penalty: 561.244019
	Iteration 20F: 3 clusters Score -22113.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -22113.992188 Penalty: 561.244019
	Iteration 21Q: 3 clusters Score -22113.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -22113.992188 Penalty: 561.244019
	Iteration 22F: 3 clusters Score -22113.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -30774.628906 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -30774.63 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 337 members 
Entering Unmasked Estep 
Score: -30174.708984 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -30174.71 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -30346.060547 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -30346.06 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -30387.134766 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -30387.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -30408.402344 Penalty: 592.162231
	Iteration 3Q: 3 clusters Score -30408.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -30420.988281 Penalty: 592.162231
	Iteration 4Q: 3 clusters Score -30420.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -30425.529297 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -30425.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -30430.431641 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -30430.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -30439.154297 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -30439.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -30448.654297 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -30448.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -30457.203125 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -30457.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30470.208984 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -30470.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -30474.837891 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -30474.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30479.167969 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -30479.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -30481.529297 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -30481.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -30484.806641 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -30484.81 nChanged 7
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: -30490.402344 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -30490.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30494.761719 Penalty: 592.162231
	Iteration 16Q: 3 clusters Score -30494.76 nChanged 10
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: -30500.109375 Penalty: 592.162231
	Iteration 17Q: 3 clusters Score -30500.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30502.708984 Penalty: 592.162231
	Iteration 18Q: 3 clusters Score -30502.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30505.576172 Penalty: 592.162231
	Iteration 19Q: 3 clusters Score -30505.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30508.675781 Penalty: 592.162231
	Iteration 20F: 3 clusters Score -30508.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30514.919922 Penalty: 592.162231
	Iteration 21Q: 3 clusters Score -30514.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30520.119141 Penalty: 592.162231
	Iteration 22Q: 3 clusters Score -30520.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30524.859375 Penalty: 592.162231
	Iteration 23Q: 3 clusters Score -30524.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30527.654297 Penalty: 592.162231
	Iteration 24Q: 3 clusters Score -30527.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30530.033203 Penalty: 592.162231
	Iteration 25Q: 3 clusters Score -30530.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30532.205078 Penalty: 592.162231
	Iteration 26Q: 3 clusters Score -30532.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30535.408203 Penalty: 592.162231
	Iteration 27Q: 3 clusters Score -30535.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30539.119141 Penalty: 592.162231
	Iteration 28Q: 3 clusters Score -30539.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30541.740234 Penalty: 592.162231
	Iteration 29Q: 3 clusters Score -30541.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30544.373047 Penalty: 592.162231
	Iteration 30Q: 3 clusters Score -30544.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30546.083984 Penalty: 592.162231
	Iteration 31Q: 3 clusters Score -30546.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30550.263672 Penalty: 592.162231
	Iteration 32Q: 3 clusters Score -30550.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30558.919922 Penalty: 592.162231
	Iteration 33Q: 3 clusters Score -30558.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30567.587891 Penalty: 592.162231
	Iteration 34Q: 3 clusters Score -30567.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30573.611328 Penalty: 592.162231
	Iteration 35Q: 3 clusters Score -30573.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30586.599609 Penalty: 592.162231
	Iteration 36Q: 3 clusters Score -30586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30588.619141 Penalty: 592.162231
	Iteration 37Q: 3 clusters Score -30588.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30591.349609 Penalty: 592.162231
	Iteration 38Q: 3 clusters Score -30591.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30592.087891 Penalty: 592.162231
	Iteration 39Q: 3 clusters Score -30592.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30592.087891 Penalty: 592.162231
	Iteration 40F: 3 clusters Score -30592.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (76499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Entering Unmasked Estep 
Score: -4179956.500000 Penalty: 511.649017
	Iteration 0F: 2 clusters Score -4179956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -4128326.750000 Penalty: 1023.298035
	Iteration 0F: 3 clusters Score -4128327 nChanged 37395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -4153133.250000 Penalty: 1023.298035
	Iteration 1F: 3 clusters Score -4153133 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -4155976.500000 Penalty: 1023.298035
	Iteration 2F: 3 clusters Score -4155976 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -4160639.250000 Penalty: 1023.298035
	Iteration 3F: 3 clusters Score -4160639 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -4165911.500000 Penalty: 1023.298035
	Iteration 4F: 3 clusters Score -4165912 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -4169316.250000 Penalty: 1023.298035
	Iteration 5F: 3 clusters Score -4169316 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -4170799.750000 Penalty: 1023.298035
	Iteration 6Q: 3 clusters Score -4170800 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -4171482.250000 Penalty: 1023.298035
	Iteration 7Q: 3 clusters Score -4171482 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -4171968.250000 Penalty: 1023.298035
	Iteration 8Q: 3 clusters Score -4171968 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -4172381.750000 Penalty: 1023.298035
	Iteration 9Q: 3 clusters Score -4172382 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -4172716.500000 Penalty: 1023.298035
	Iteration 10Q: 3 clusters Score -4172716 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -4173058.750000 Penalty: 1023.298035
	Iteration 11Q: 3 clusters Score -4173059 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -4173314.000000 Penalty: 1023.298035
	Iteration 12Q: 3 clusters Score -4173314 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -4173528.750000 Penalty: 1023.298035
	Iteration 13Q: 3 clusters Score -4173529 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -4173692.250000 Penalty: 1023.298035
	Iteration 14Q: 3 clusters Score -4173692 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -4173852.500000 Penalty: 1023.298035
	Iteration 15Q: 3 clusters Score -4173852 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -4173981.750000 Penalty: 1023.298035
	Iteration 16Q: 3 clusters Score -4173982 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -4174162.750000 Penalty: 1023.298035
	Iteration 17Q: 3 clusters Score -4174163 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -4174272.750000 Penalty: 1023.298035
	Iteration 18Q: 3 clusters Score -4174273 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -4174417.000000 Penalty: 1023.298035
	Iteration 19Q: 3 clusters Score -4174417 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -4174527.000000 Penalty: 1023.298035
	Iteration 20F: 3 clusters Score -4174527 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -4174651.500000 Penalty: 1023.298035
	Iteration 21Q: 3 clusters Score -4174652 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -4174769.000000 Penalty: 1023.298035
	Iteration 22Q: 3 clusters Score -4174769 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -4174902.000000 Penalty: 1023.298035
	Iteration 23Q: 3 clusters Score -4174902 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -4175006.750000 Penalty: 1023.298035
	Iteration 24Q: 3 clusters Score -4175007 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -4175133.000000 Penalty: 1023.298035
	Iteration 25Q: 3 clusters Score -4175133 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -4175236.000000 Penalty: 1023.298035
	Iteration 26Q: 3 clusters Score -4175236 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -4175366.750000 Penalty: 1023.298035
	Iteration 27Q: 3 clusters Score -4175367 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -4175489.500000 Penalty: 1023.298035
	Iteration 28Q: 3 clusters Score -4175490 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -4175625.000000 Penalty: 1023.298035
	Iteration 29Q: 3 clusters Score -4175625 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 63863 members 
Entering Unmasked Estep 
Score: -4175760.500000 Penalty: 1023.298035
	Iteration 30Q: 3 clusters Score -4175760 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -4175901.000000 Penalty: 1023.298035
	Iteration 31Q: 3 clusters Score -4175901 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -4176055.250000 Penalty: 1023.298035
	Iteration 32Q: 3 clusters Score -4176055 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -4176191.750000 Penalty: 1023.298035
	Iteration 33Q: 3 clusters Score -4176192 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 66490 members 
Entering Unmasked Estep 
Score: -4176351.500000 Penalty: 1023.298035
	Iteration 34Q: 3 clusters Score -4176352 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -4176544.500000 Penalty: 1023.298035
	Iteration 35Q: 3 clusters Score -4176544 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -4176731.000000 Penalty: 1023.298035
	Iteration 36Q: 3 clusters Score -4176731 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -4176928.250000 Penalty: 1023.298035
	Iteration 37Q: 3 clusters Score -4176928 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -4177133.000000 Penalty: 1023.298035
	Iteration 38Q: 3 clusters Score -4177133 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
Score: -4177324.250000 Penalty: 1023.298035
	Iteration 39Q: 3 clusters Score -4177324 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -4177568.250000 Penalty: 1023.298035
	Iteration 40F: 3 clusters Score -4177568 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -4177811.750000 Penalty: 1023.298035
	Iteration 41Q: 3 clusters Score -4177812 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -4178027.750000 Penalty: 1023.298035
	Iteration 42Q: 3 clusters Score -4178028 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 72587 members 
Entering Unmasked Estep 
Score: -4178243.500000 Penalty: 1023.298035
	Iteration 43Q: 3 clusters Score -4178244 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 73133 members 
Entering Unmasked Estep 
Score: -4178429.750000 Penalty: 1023.298035
	Iteration 44Q: 3 clusters Score -4178430 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -4178591.750000 Penalty: 1023.298035
	Iteration 45Q: 3 clusters Score -4178592 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -4178760.250000 Penalty: 1023.298035
	Iteration 46Q: 3 clusters Score -4178760 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 74437 members 
Entering Unmasked Estep 
Score: -4178907.750000 Penalty: 1023.298035
	Iteration 47Q: 3 clusters Score -4178908 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -4179042.000000 Penalty: 1023.298035
	Iteration 48Q: 3 clusters Score -4179042 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 75000 members 
Entering Unmasked Estep 
Score: -4179132.000000 Penalty: 1023.298035
	Iteration 49Q: 3 clusters Score -4179132 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -4179204.750000 Penalty: 1023.298035
	Iteration 50Q: 3 clusters Score -4179205 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 75374 members 
Entering Unmasked Estep 
Score: -4179269.750000 Penalty: 1023.298035
	Iteration 51Q: 3 clusters Score -4179270 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -4179325.000000 Penalty: 1023.298035
	Iteration 52Q: 3 clusters Score -4179325 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 75646 members 
Entering Unmasked Estep 
Score: -4179367.750000 Penalty: 1023.298035
	Iteration 53Q: 3 clusters Score -4179368 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 75743 members 
Entering Unmasked Estep 
Score: -4179400.250000 Penalty: 1023.298035
	Iteration 54Q: 3 clusters Score -4179400 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 75807 members 
Entering Unmasked Estep 
Score: -4179421.750000 Penalty: 1023.298035
	Iteration 55Q: 3 clusters Score -4179422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -4179437.250000 Penalty: 1023.298035
	Iteration 56Q: 3 clusters Score -4179437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -4179443.500000 Penalty: 1023.298035
	Iteration 57Q: 3 clusters Score -4179444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 75921 members 
Entering Unmasked Estep 
Score: -4179460.500000 Penalty: 1023.298035
	Iteration 58Q: 3 clusters Score -4179460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 75946 members 
Entering Unmasked Estep 
Score: -4179471.750000 Penalty: 1023.298035
	Iteration 59Q: 3 clusters Score -4179472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -4179477.250000 Penalty: 1023.298035
	Iteration 60F: 3 clusters Score -4179477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -4179490.750000 Penalty: 1023.298035
	Iteration 61Q: 3 clusters Score -4179491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 76032 members 
Entering Unmasked Estep 
Score: -4179501.500000 Penalty: 1023.298035
	Iteration 62Q: 3 clusters Score -4179502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 76054 members 
Entering Unmasked Estep 
Score: -4179515.250000 Penalty: 1023.298035
	Iteration 63Q: 3 clusters Score -4179515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 76075 members 
Entering Unmasked Estep 
Score: -4179520.250000 Penalty: 1023.298035
	Iteration 64Q: 3 clusters Score -4179520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 76098 members 
Entering Unmasked Estep 
Score: -4179530.500000 Penalty: 1023.298035
	Iteration 65Q: 3 clusters Score -4179530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 76111 members 
Entering Unmasked Estep 
Score: -4179530.750000 Penalty: 1023.298035
	Iteration 66Q: 3 clusters Score -4179531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 76122 members 
Entering Unmasked Estep 
Score: -4179534.000000 Penalty: 1023.298035
	Iteration 67Q: 3 clusters Score -4179534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -4179537.750000 Penalty: 1023.298035
	Iteration 68Q: 3 clusters Score -4179538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -4179539.750000 Penalty: 1023.298035
	Iteration 69Q: 3 clusters Score -4179540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 76137 members 
Entering Unmasked Estep 
Score: -4179543.250000 Penalty: 1023.298035
	Iteration 70Q: 3 clusters Score -4179543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 76146 members 
Entering Unmasked Estep 
Score: -4179541.250000 Penalty: 1023.298035
	Iteration 71Q: 3 clusters Score -4179541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 76150 members 
Entering Unmasked Estep 
Score: -4179544.000000 Penalty: 1023.298035
	Iteration 72Q: 3 clusters Score -4179544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -4179545.250000 Penalty: 1023.298035
	Iteration 73Q: 3 clusters Score -4179545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 76155 members 
Entering Unmasked Estep 
Score: -4179549.250000 Penalty: 1023.298035
	Iteration 74Q: 3 clusters Score -4179549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -4179545.500000 Penalty: 1023.298035
	Iteration 75Q: 3 clusters Score -4179546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -4179550.000000 Penalty: 1023.298035
	Iteration 76Q: 3 clusters Score -4179550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -4179548.500000 Penalty: 1023.298035
	Iteration 77Q: 3 clusters Score -4179548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 76165 members 
Entering Unmasked Estep 
Score: -4179547.750000 Penalty: 1023.298035
	Iteration 78Q: 3 clusters Score -4179548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 76165 members 
Entering Unmasked Estep 
Score: -4179547.750000 Penalty: 1023.298035
	Iteration 79F: 3 clusters Score -4179548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -4130.522461 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -4130.522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3986.897461 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -3986.897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4041.041992 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -4041.042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4066.781494 Penalty: 424.372986
	Iteration 2F: 3 clusters Score -4066.781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4074.768799 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -4074.769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4074.768799 Penalty: 424.372986
	Iteration 4F: 3 clusters Score -4074.769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -18278.294922 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -18278.29 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 160 members 
Entering Unmasked Estep 
Score: -17904.097656 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -17904.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17985.896484 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -17985.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18009.617188 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -18009.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18021.005859 Penalty: 531.233459
	Iteration 3Q: 3 clusters Score -18021.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18033.175781 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -18033.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18035.707031 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -18035.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18038.462891 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -18038.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18041.818359 Penalty: 531.233459
	Iteration 7Q: 3 clusters Score -18041.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18042.070312 Penalty: 531.233459
	Iteration 8Q: 3 clusters Score -18042.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18043.298828 Penalty: 531.233459
	Iteration 9Q: 3 clusters Score -18043.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18043.298828 Penalty: 531.233459
	Iteration 10F: 3 clusters Score -18043.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -18661.535156 Penalty: 271.923950
	Iteration 0F: 2 clusters Score -18661.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18252.175781 Penalty: 543.847900
	Iteration 0F: 3 clusters Score -18252.18 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18388.160156 Penalty: 543.847900
	Iteration 1F: 3 clusters Score -18388.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18421.103516 Penalty: 543.847900
	Iteration 2F: 3 clusters Score -18421.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18448.412109 Penalty: 543.847900
	Iteration 3F: 3 clusters Score -18448.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18463.083984 Penalty: 543.847900
	Iteration 4Q: 3 clusters Score -18463.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18472.671875 Penalty: 543.847900
	Iteration 5Q: 3 clusters Score -18472.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18487.291016 Penalty: 543.847900
	Iteration 6Q: 3 clusters Score -18487.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18501.208984 Penalty: 543.847900
	Iteration 7Q: 3 clusters Score -18501.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18510.898438 Penalty: 543.847900
	Iteration 8Q: 3 clusters Score -18510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -18513.376953 Penalty: 543.847900
	Iteration 9Q: 3 clusters Score -18513.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -18517.552734 Penalty: 543.847900
	Iteration 10Q: 3 clusters Score -18517.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -18517.552734 Penalty: 543.847900
	Iteration 11F: 3 clusters Score -18517.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -13371.180664 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -13371.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13042.615234 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -13042.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13126.855469 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -13126.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13142.329102 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -13142.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13150.675781 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -13150.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13157.066406 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -13157.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13159.295898 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -13159.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13159.551758 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -13159.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13159.551758 Penalty: 507.411377
	Iteration 7F: 3 clusters Score -13159.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Entering Unmasked Estep 
Score: -604059.125000 Penalty: 422.622742
	Iteration 0F: 2 clusters Score -604059.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -596829.875000 Penalty: 845.245483
	Iteration 0F: 3 clusters Score -596829.9 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -599713.437500 Penalty: 845.245483
	Iteration 1F: 3 clusters Score -599713.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -599898.500000 Penalty: 845.245483
	Iteration 2Q: 3 clusters Score -599898.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -600111.500000 Penalty: 845.245483
	Iteration 3Q: 3 clusters Score -600111.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -600388.937500 Penalty: 845.245483
	Iteration 4Q: 3 clusters Score -600388.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -600772.562500 Penalty: 845.245483
	Iteration 5F: 3 clusters Score -600772.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -601278.500000 Penalty: 845.245483
	Iteration 6F: 3 clusters Score -601278.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -601828.750000 Penalty: 845.245483
	Iteration 7F: 3 clusters Score -601828.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -602289.062500 Penalty: 845.245483
	Iteration 8Q: 3 clusters Score -602289.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -602569.500000 Penalty: 845.245483
	Iteration 9Q: 3 clusters Score -602569.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -602746.375000 Penalty: 845.245483
	Iteration 10Q: 3 clusters Score -602746.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -602880.187500 Penalty: 845.245483
	Iteration 11Q: 3 clusters Score -602880.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -602986.750000 Penalty: 845.245483
	Iteration 12Q: 3 clusters Score -602986.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -603072.875000 Penalty: 845.245483
	Iteration 13Q: 3 clusters Score -603072.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -603162.187500 Penalty: 845.245483
	Iteration 14Q: 3 clusters Score -603162.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -603258.437500 Penalty: 845.245483
	Iteration 15Q: 3 clusters Score -603258.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -603355.062500 Penalty: 845.245483
	Iteration 16Q: 3 clusters Score -603355.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -603430.250000 Penalty: 845.245483
	Iteration 17Q: 3 clusters Score -603430.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -603496.062500 Penalty: 845.245483
	Iteration 18Q: 3 clusters Score -603496.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -603548.312500 Penalty: 845.245483
	Iteration 19Q: 3 clusters Score -603548.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -603591.312500 Penalty: 845.245483
	Iteration 20F: 3 clusters Score -603591.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -603627.312500 Penalty: 845.245483
	Iteration 21Q: 3 clusters Score -603627.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -603649.437500 Penalty: 845.245483
	Iteration 22Q: 3 clusters Score -603649.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -603661.000000 Penalty: 845.245483
	Iteration 23Q: 3 clusters Score -603661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -603670.437500 Penalty: 845.245483
	Iteration 24Q: 3 clusters Score -603670.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -603677.500000 Penalty: 845.245483
	Iteration 25Q: 3 clusters Score -603677.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -603685.875000 Penalty: 845.245483
	Iteration 26Q: 3 clusters Score -603685.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -603688.187500 Penalty: 845.245483
	Iteration 27Q: 3 clusters Score -603688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -603688.687500 Penalty: 845.245483
	Iteration 28Q: 3 clusters Score -603688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -603689.000000 Penalty: 845.245483
	Iteration 29Q: 3 clusters Score -603689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -603689.000000 Penalty: 845.245483
	Iteration 30F: 3 clusters Score -603689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -112960.562500 Penalty: 346.764374
	Iteration 0F: 2 clusters Score -112960.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -111477.515625 Penalty: 693.528748
	Iteration 0F: 3 clusters Score -111477.5 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -111942.867188 Penalty: 693.528748
	Iteration 1F: 3 clusters Score -111942.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -111995.132812 Penalty: 693.528748
	Iteration 2F: 3 clusters Score -111995.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -112053.421875 Penalty: 693.528748
	Iteration 3Q: 3 clusters Score -112053.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -112140.835938 Penalty: 693.528748
	Iteration 4F: 3 clusters Score -112140.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -112239.593750 Penalty: 693.528748
	Iteration 5F: 3 clusters Score -112239.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -112326.125000 Penalty: 693.528748
	Iteration 6F: 3 clusters Score -112326.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -112407.210938 Penalty: 693.528748
	Iteration 7F: 3 clusters Score -112407.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -112482.796875 Penalty: 693.528748
	Iteration 8Q: 3 clusters Score -112482.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -112551.460938 Penalty: 693.528748
	Iteration 9Q: 3 clusters Score -112551.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -112604.664062 Penalty: 693.528748
	Iteration 10Q: 3 clusters Score -112604.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -112637.765625 Penalty: 693.528748
	Iteration 11Q: 3 clusters Score -112637.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -112658.820312 Penalty: 693.528748
	Iteration 12Q: 3 clusters Score -112658.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -112674.906250 Penalty: 693.528748
	Iteration 13Q: 3 clusters Score -112674.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -112688.515625 Penalty: 693.528748
	Iteration 14Q: 3 clusters Score -112688.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -112699.382812 Penalty: 693.528748
	Iteration 15Q: 3 clusters Score -112699.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -112703.156250 Penalty: 693.528748
	Iteration 16Q: 3 clusters Score -112703.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -112704.921875 Penalty: 693.528748
	Iteration 17Q: 3 clusters Score -112704.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -112706.921875 Penalty: 693.528748
	Iteration 18Q: 3 clusters Score -112706.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -112709.859375 Penalty: 693.528748
	Iteration 19Q: 3 clusters Score -112709.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -112713.304688 Penalty: 693.528748
	Iteration 20F: 3 clusters Score -112713.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -112717.125000 Penalty: 693.528748
	Iteration 21Q: 3 clusters Score -112717.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -112719.976562 Penalty: 693.528748
	Iteration 22Q: 3 clusters Score -112720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -112723.453125 Penalty: 693.528748
	Iteration 23Q: 3 clusters Score -112723.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -112728.546875 Penalty: 693.528748
	Iteration 24Q: 3 clusters Score -112728.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -112732.398438 Penalty: 693.528748
	Iteration 25Q: 3 clusters Score -112732.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -112735.906250 Penalty: 693.528748
	Iteration 26Q: 3 clusters Score -112735.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -112738.718750 Penalty: 693.528748
	Iteration 27Q: 3 clusters Score -112738.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -112739.953125 Penalty: 693.528748
	Iteration 28Q: 3 clusters Score -112740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -112742.070312 Penalty: 693.528748
	Iteration 29Q: 3 clusters Score -112742.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -112743.226562 Penalty: 693.528748
	Iteration 30Q: 3 clusters Score -112743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -112744.546875 Penalty: 693.528748
	Iteration 31Q: 3 clusters Score -112744.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -112746.156250 Penalty: 693.528748
	Iteration 32Q: 3 clusters Score -112746.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -112747.835938 Penalty: 693.528748
	Iteration 33Q: 3 clusters Score -112747.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -112749.960938 Penalty: 693.528748
	Iteration 34Q: 3 clusters Score -112750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -112751.226562 Penalty: 693.528748
	Iteration 35Q: 3 clusters Score -112751.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -112751.335938 Penalty: 693.528748
	Iteration 36Q: 3 clusters Score -112751.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -112751.546875 Penalty: 693.528748
	Iteration 37Q: 3 clusters Score -112751.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -112751.546875 Penalty: 693.528748
	Iteration 38F: 3 clusters Score -112751.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -31637.152344 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -31637.15 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 367 members 
Entering Unmasked Estep 
Score: -31009.447266 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -31009.45 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -31186.306641 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -31186.31 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -31259.958984 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -31259.96 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -31357.648438 Penalty: 594.970703
	Iteration 3F: 3 clusters Score -31357.65 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -31434.857422 Penalty: 594.970703
	Iteration 4F: 3 clusters Score -31434.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -31487.677734 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -31487.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -31536.208984 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -31536.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -31566.798828 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -31566.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -31576.837891 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -31576.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -31579.361328 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -31579.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -31580.058594 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -31580.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -31581.251953 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -31581.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -31583.583984 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -31583.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -31586.080078 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -31586.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -31588.169922 Penalty: 594.970703
	Iteration 14Q: 3 clusters Score -31588.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -31590.003906 Penalty: 594.970703
	Iteration 15Q: 3 clusters Score -31590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -31590.615234 Penalty: 594.970703
	Iteration 16Q: 3 clusters Score -31590.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -31591.306641 Penalty: 594.970703
	Iteration 17Q: 3 clusters Score -31591.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -31591.306641 Penalty: 594.970703
	Iteration 18F: 3 clusters Score -31591.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -15785.606445 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -15785.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15388.361328 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -15388.36 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15509.060547 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -15509.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15532.785156 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -15532.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15550.400391 Penalty: 534.618713
	Iteration 3Q: 3 clusters Score -15550.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15560.562500 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -15560.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15567.392578 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -15567.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15570.362305 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -15570.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15571.499023 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -15571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15576.860352 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -15576.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15578.108398 Penalty: 534.618713
	Iteration 9Q: 3 clusters Score -15578.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15578.108398 Penalty: 534.618713
	Iteration 10F: 3 clusters Score -15578.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -3312.730957 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -3312.731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3139.598877 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3139.599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3169.716553 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3169.717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3172.144043 Penalty: 392.891418
	Iteration 2Q: 3 clusters Score -3172.144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3172.144043 Penalty: 392.891418
	Iteration 3F: 3 clusters Score -3172.144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -59669.750000 Penalty: 315.780121
	Iteration 0F: 2 clusters Score -59669.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -58818.589844 Penalty: 631.560242
	Iteration 0F: 3 clusters Score -58818.59 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -59077.355469 Penalty: 631.560242
	Iteration 1F: 3 clusters Score -59077.36 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -59120.832031 Penalty: 631.560242
	Iteration 2F: 3 clusters Score -59120.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -59137.566406 Penalty: 631.560242
	Iteration 3Q: 3 clusters Score -59137.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -59146.523438 Penalty: 631.560242
	Iteration 4Q: 3 clusters Score -59146.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -59152.187500 Penalty: 631.560242
	Iteration 5Q: 3 clusters Score -59152.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -59159.140625 Penalty: 631.560242
	Iteration 6Q: 3 clusters Score -59159.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -59166.824219 Penalty: 631.560242
	Iteration 7Q: 3 clusters Score -59166.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -59173.285156 Penalty: 631.560242
	Iteration 8Q: 3 clusters Score -59173.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59179.074219 Penalty: 631.560242
	Iteration 9Q: 3 clusters Score -59179.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -59184.410156 Penalty: 631.560242
	Iteration 10Q: 3 clusters Score -59184.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -59185.960938 Penalty: 631.560242
	Iteration 11Q: 3 clusters Score -59185.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -59187.800781 Penalty: 631.560242
	Iteration 12Q: 3 clusters Score -59187.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -59189.050781 Penalty: 631.560242
	Iteration 13Q: 3 clusters Score -59189.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -59190.203125 Penalty: 631.560242
	Iteration 14Q: 3 clusters Score -59190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -59190.289062 Penalty: 631.560242
	Iteration 15Q: 3 clusters Score -59190.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -59190.289062 Penalty: 631.560242
	Iteration 16F: 3 clusters Score -59190.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -12962.047852 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -12962.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12613.332031 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -12613.33 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12684.577148 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -12684.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12702.948242 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -12702.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12708.914062 Penalty: 508.439636
	Iteration 3Q: 3 clusters Score -12708.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12713.751953 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -12713.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12717.684570 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -12717.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12723.605469 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -12723.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12725.768555 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -12725.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12729.191406 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -12729.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12732.643555 Penalty: 508.439636
	Iteration 9Q: 3 clusters Score -12732.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12732.643555 Penalty: 508.439636
	Iteration 10F: 3 clusters Score -12732.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -14179.233398 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -14179.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13818.366211 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -13818.37 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13901.432617 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -13901.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13927.927734 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -13927.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13943.307617 Penalty: 522.613281
	Iteration 3F: 3 clusters Score -13943.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13952.947266 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -13952.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13954.492188 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -13954.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13956.873047 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -13956.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13956.873047 Penalty: 522.613281
	Iteration 7F: 3 clusters Score -13956.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8292.327148 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -8292.327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8016.701172 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -8016.701 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8085.177734 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -8085.178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8119.942383 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -8119.942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8128.966309 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -8128.966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8154.422852 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -8154.423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8163.951660 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -8163.952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8166.628418 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -8166.628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8168.272461 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -8168.272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8169.879395 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -8169.879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8174.969238 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -8174.969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8186.759277 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -8186.759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8199.545898 Penalty: 485.277405
	Iteration 11Q: 3 clusters Score -8199.546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8231.648438 Penalty: 485.277405
	Iteration 12Q: 3 clusters Score -8231.648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8255.573242 Penalty: 485.277405
	Iteration 13Q: 3 clusters Score -8255.573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8265.606445 Penalty: 485.277405
	Iteration 14Q: 3 clusters Score -8265.606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8271.195312 Penalty: 485.277405
	Iteration 15Q: 3 clusters Score -8271.195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8291.731445 Penalty: 485.277405
	Iteration 16Q: 3 clusters Score -8291.731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8293.159180 Penalty: 485.277405
	Iteration 17Q: 3 clusters Score -8293.159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8294.820312 Penalty: 485.277405
	Iteration 18Q: 3 clusters Score -8294.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8295.203125 Penalty: 485.277405
	Iteration 19Q: 3 clusters Score -8295.203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8295.547852 Penalty: 485.277405
	Iteration 20F: 3 clusters Score -8295.548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 6231 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13059 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 10888 members 
Mstep: Class 16 contains 41462 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 30478 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76499 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10812 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 93 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 114 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300275 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
Score: -27457648.000000 Penalty: 27006.476562
Splitting cluster 42 changes total score from -27457994.000000 to -27457648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -17475.082031 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -17475.08 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 206 members 
Entering Unmasked Estep 
Score: -17059.312500 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -17059.31 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17138.294922 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -17138.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17159.421875 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -17159.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17168.996094 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -17169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17177.849609 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -17177.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17188.886719 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -17188.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -17196.306641 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -17196.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -17201.320312 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -17201.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -17202.642578 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -17202.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17202.843750 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -17202.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17203.164062 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -17203.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -17204.257812 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -17204.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -17205.785156 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -17205.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -17207.462891 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -17207.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -17212.195312 Penalty: 542.919373
	Iteration 14Q: 3 clusters Score -17212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -17215.359375 Penalty: 542.919373
	Iteration 15Q: 3 clusters Score -17215.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -17223.498047 Penalty: 542.919373
	Iteration 16Q: 3 clusters Score -17223.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -17227.175781 Penalty: 542.919373
	Iteration 17Q: 3 clusters Score -17227.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -17230.822266 Penalty: 542.919373
	Iteration 18Q: 3 clusters Score -17230.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -17237.556641 Penalty: 542.919373
	Iteration 19Q: 3 clusters Score -17237.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17241.158203 Penalty: 542.919373
	Iteration 20F: 3 clusters Score -17241.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -17248.310547 Penalty: 542.919373
	Iteration 21Q: 3 clusters Score -17248.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -17261.750000 Penalty: 542.919373
	Iteration 22Q: 3 clusters Score -17261.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -17270.298828 Penalty: 542.919373
	Iteration 23Q: 3 clusters Score -17270.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -17281.699219 Penalty: 542.919373
	Iteration 24Q: 3 clusters Score -17281.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -17282.833984 Penalty: 542.919373
	Iteration 25Q: 3 clusters Score -17282.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -17283.193359 Penalty: 542.919373
	Iteration 26Q: 3 clusters Score -17283.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -17283.593750 Penalty: 542.919373
	Iteration 27Q: 3 clusters Score -17283.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -17283.593750 Penalty: 542.919373
	Iteration 28F: 3 clusters Score -17283.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (300275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300275 members 
Entering Unmasked Estep 
Score: -15949194.000000 Penalty: 573.866699
	Iteration 0F: 2 clusters Score -1.594919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149871 members 
Mstep: Class 2 contains 150404 members 
Entering Unmasked Estep 
Score: -15764628.000000 Penalty: 1147.733398
	Iteration 0F: 3 clusters Score -1.576463e+07 nChanged 148189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135774 members 
Mstep: Class 2 contains 164501 members 
Entering Unmasked Estep 
Score: -15856812.000000 Penalty: 1147.733398
	Iteration 1F: 3 clusters Score -1.585681e+07 nChanged 13842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126488 members 
Mstep: Class 2 contains 173787 members 
Entering Unmasked Estep 
Score: -15862372.000000 Penalty: 1147.733398
	Iteration 2Q: 3 clusters Score -1.586237e+07 nChanged 16165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113661 members 
Mstep: Class 2 contains 186614 members 
Entering Unmasked Estep 
Score: -15870398.000000 Penalty: 1147.733398
	Iteration 3F: 3 clusters Score -1.58704e+07 nChanged 18711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97590 members 
Mstep: Class 2 contains 202685 members 
Entering Unmasked Estep 
Score: -15882809.000000 Penalty: 1147.733398
	Iteration 4F: 3 clusters Score -1.588281e+07 nChanged 19767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80435 members 
Mstep: Class 2 contains 219840 members 
Entering Unmasked Estep 
Score: -15897419.000000 Penalty: 1147.733398
	Iteration 5F: 3 clusters Score -1.589742e+07 nChanged 17667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 234281 members 
Entering Unmasked Estep 
Score: -15911218.000000 Penalty: 1147.733398
	Iteration 6F: 3 clusters Score -1.591122e+07 nChanged 14061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 243978 members 
Entering Unmasked Estep 
Score: -15921971.000000 Penalty: 1147.733398
	Iteration 7Q: 3 clusters Score -1.592197e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 249793 members 
Entering Unmasked Estep 
Score: -15928345.000000 Penalty: 1147.733398
	Iteration 8Q: 3 clusters Score -1.592834e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 253890 members 
Entering Unmasked Estep 
Score: -15931531.000000 Penalty: 1147.733398
	Iteration 9Q: 3 clusters Score -1.593153e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 257608 members 
Entering Unmasked Estep 
Score: -15933362.000000 Penalty: 1147.733398
	Iteration 10Q: 3 clusters Score -1.593336e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 261307 members 
Entering Unmasked Estep 
Score: -15934676.000000 Penalty: 1147.733398
	Iteration 11Q: 3 clusters Score -1.593468e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 264879 members 
Entering Unmasked Estep 
Score: -15936161.000000 Penalty: 1147.733398
	Iteration 12Q: 3 clusters Score -1.593616e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 268486 members 
Entering Unmasked Estep 
Score: -15938949.000000 Penalty: 1147.733398
	Iteration 13Q: 3 clusters Score -1.593895e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 272173 members 
Entering Unmasked Estep 
Score: -15941333.000000 Penalty: 1147.733398
	Iteration 14Q: 3 clusters Score -1.594133e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 275885 members 
Entering Unmasked Estep 
Score: -15943333.000000 Penalty: 1147.733398
	Iteration 15Q: 3 clusters Score -1.594333e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 279720 members 
Entering Unmasked Estep 
Score: -15944998.000000 Penalty: 1147.733398
	Iteration 16Q: 3 clusters Score -1.5945e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 283396 members 
Entering Unmasked Estep 
Score: -15946089.000000 Penalty: 1147.733398
	Iteration 17Q: 3 clusters Score -1.594609e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 286869 members 
Entering Unmasked Estep 
Score: -15946595.000000 Penalty: 1147.733398
	Iteration 18Q: 3 clusters Score -1.59466e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 290034 members 
Entering Unmasked Estep 
Score: -15947194.000000 Penalty: 1147.733398
	Iteration 19Q: 3 clusters Score -1.594719e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 292723 members 
Entering Unmasked Estep 
Score: -15947573.000000 Penalty: 1147.733398
	Iteration 20F: 3 clusters Score -1.594757e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 295024 members 
Entering Unmasked Estep 
Score: -15947965.000000 Penalty: 1147.733398
	Iteration 21Q: 3 clusters Score -1.594796e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 296891 members 
Entering Unmasked Estep 
Score: -15948278.000000 Penalty: 1147.733398
	Iteration 22Q: 3 clusters Score -1.594828e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 298201 members 
Entering Unmasked Estep 
Score: -15948404.000000 Penalty: 1147.733398
	Iteration 23Q: 3 clusters Score -1.59484e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 299069 members 
Entering Unmasked Estep 
Score: -15948612.000000 Penalty: 1147.733398
	Iteration 24Q: 3 clusters Score -1.594861e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 299571 members 
Entering Unmasked Estep 
Score: -15948559.000000 Penalty: 1147.733398
	Iteration 25Q: 3 clusters Score -1.594856e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 299829 members 
Entering Unmasked Estep 
Score: -15948600.000000 Penalty: 1147.733398
	Iteration 26Q: 3 clusters Score -1.59486e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 299969 members 
Entering Unmasked Estep 
Score: -15948639.000000 Penalty: 1147.733398
	Iteration 27Q: 3 clusters Score -1.594864e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 300051 members 
Entering Unmasked Estep 
Score: -15948674.000000 Penalty: 1147.733398
	Iteration 28Q: 3 clusters Score -1.594867e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 300087 members 
Entering Unmasked Estep 
Score: -15948665.000000 Penalty: 1147.733398
	Iteration 29Q: 3 clusters Score -1.594866e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 300117 members 
Entering Unmasked Estep 
Score: -15948699.000000 Penalty: 1147.733398
	Iteration 30Q: 3 clusters Score -1.59487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 300135 members 
Entering Unmasked Estep 
Score: -15948715.000000 Penalty: 1147.733398
	Iteration 31Q: 3 clusters Score -1.594872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 300145 members 
Entering Unmasked Estep 
Score: -15948726.000000 Penalty: 1147.733398
	Iteration 32Q: 3 clusters Score -1.594873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 300154 members 
Entering Unmasked Estep 
Score: -15948728.000000 Penalty: 1147.733398
	Iteration 33Q: 3 clusters Score -1.594873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 300161 members 
Entering Unmasked Estep 
Score: -15948742.000000 Penalty: 1147.733398
	Iteration 34Q: 3 clusters Score -1.594874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 300162 members 
Entering Unmasked Estep 
Score: -15948749.000000 Penalty: 1147.733398
	Iteration 35Q: 3 clusters Score -1.594875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 300162 members 
Entering Unmasked Estep 
Score: -15948743.000000 Penalty: 1147.733398
	Iteration 36Q: 3 clusters Score -1.594874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 300162 members 
Entering Unmasked Estep 
Score: -15948743.000000 Penalty: 1147.733398
	Iteration 37F: 3 clusters Score -1.594874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6371.364258 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6371.364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6136.432617 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -6136.433 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6170.510742 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -6170.511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6183.110352 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -6183.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6193.547852 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -6193.548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6194.367676 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -6194.368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6194.957031 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -6194.957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6194.957031 Penalty: 445.021759
	Iteration 6F: 3 clusters Score -6194.957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 6231 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13059 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 10888 members 
Mstep: Class 16 contains 41462 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 30478 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76499 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10812 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300275 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458004.000000 Penalty: 26406.333984
Iteration 399Q: 45 clusters Score -2.7458e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 6232 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13034 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 10897 members 
Mstep: Class 16 contains 41465 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 30468 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76518 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10814 members 
Mstep: Class 34 contains 2045 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300274 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458086.000000 Penalty: 26406.333984
Iteration 400F: 45 clusters Score -2.745809e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4638 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 6232 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 13005 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10160 members 
Mstep: Class 15 contains 10914 members 
Mstep: Class 16 contains 41466 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 30456 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76542 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10820 members 
Mstep: Class 34 contains 2049 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300269 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458048.000000 Penalty: 26406.333984
Iteration 401Q: 45 clusters Score -2.745805e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4637 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 6232 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12968 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10166 members 
Mstep: Class 15 contains 10928 members 
Mstep: Class 16 contains 41463 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 30445 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76558 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10823 members 
Mstep: Class 34 contains 2052 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300278 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458048.000000 Penalty: 26406.333984
Iteration 402Q: 45 clusters Score -2.745805e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4635 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 6231 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12942 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10171 members 
Mstep: Class 15 contains 10946 members 
Mstep: Class 16 contains 41461 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 30434 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76572 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10825 members 
Mstep: Class 34 contains 2054 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300282 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458046.000000 Penalty: 26406.333984
Iteration 403Q: 45 clusters Score -2.745805e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 6227 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12916 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10181 members 
Mstep: Class 15 contains 10964 members 
Mstep: Class 16 contains 41455 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 30413 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76578 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10826 members 
Mstep: Class 34 contains 2059 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300300 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458042.000000 Penalty: 26406.333984
Iteration 404Q: 45 clusters Score -2.745804e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 6222 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12889 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10192 members 
Mstep: Class 15 contains 10981 members 
Mstep: Class 16 contains 41446 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 30387 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76591 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10825 members 
Mstep: Class 34 contains 2064 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300322 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458028.000000 Penalty: 26406.333984
Iteration 405Q: 45 clusters Score -2.745803e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 6219 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12848 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10208 members 
Mstep: Class 15 contains 10993 members 
Mstep: Class 16 contains 41440 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 30359 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76598 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10829 members 
Mstep: Class 34 contains 2067 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300358 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458010.000000 Penalty: 26406.333984
Iteration 406Q: 45 clusters Score -2.745801e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4632 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6219 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12816 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10211 members 
Mstep: Class 15 contains 11012 members 
Mstep: Class 16 contains 41438 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 30337 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76612 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10828 members 
Mstep: Class 34 contains 2068 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300379 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458028.000000 Penalty: 26406.333984
Iteration 407Q: 45 clusters Score -2.745803e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6216 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12794 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10216 members 
Mstep: Class 15 contains 11022 members 
Mstep: Class 16 contains 41435 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 30304 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76623 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10829 members 
Mstep: Class 34 contains 2072 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1033 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300408 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458000.000000 Penalty: 26406.333984
Iteration 408Q: 45 clusters Score -2.7458e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4632 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6214 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12766 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10221 members 
Mstep: Class 15 contains 11034 members 
Mstep: Class 16 contains 41433 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 30280 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76634 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10831 members 
Mstep: Class 34 contains 2078 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300427 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457966.000000 Penalty: 26406.333984
Iteration 409Q: 45 clusters Score -2.745797e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6214 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10223 members 
Mstep: Class 15 contains 11041 members 
Mstep: Class 16 contains 41427 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 30254 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76643 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10830 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300452 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457928.000000 Penalty: 26406.333984
Iteration 410Q: 45 clusters Score -2.745793e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6212 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12724 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10229 members 
Mstep: Class 15 contains 11047 members 
Mstep: Class 16 contains 41427 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6172 members 
Mstep: Class 23 contains 30241 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76661 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10830 members 
Mstep: Class 34 contains 2088 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300462 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457932.000000 Penalty: 26406.333984
Iteration 411Q: 45 clusters Score -2.745793e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4632 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12704 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10230 members 
Mstep: Class 15 contains 11056 members 
Mstep: Class 16 contains 41427 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6169 members 
Mstep: Class 23 contains 30229 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76675 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10832 members 
Mstep: Class 34 contains 2090 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300469 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457948.000000 Penalty: 26406.333984
Iteration 412Q: 45 clusters Score -2.745795e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4632 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6209 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12678 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10236 members 
Mstep: Class 15 contains 11065 members 
Mstep: Class 16 contains 41432 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 30214 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76700 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10837 members 
Mstep: Class 34 contains 2091 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300463 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457948.000000 Penalty: 26406.333984
Iteration 413Q: 45 clusters Score -2.745795e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4632 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12656 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10237 members 
Mstep: Class 15 contains 11073 members 
Mstep: Class 16 contains 41434 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 30199 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76725 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10839 members 
Mstep: Class 34 contains 2093 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300461 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457942.000000 Penalty: 26406.333984
Iteration 414Q: 45 clusters Score -2.745794e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12631 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10238 members 
Mstep: Class 15 contains 11081 members 
Mstep: Class 16 contains 41435 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 30181 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76750 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10844 members 
Mstep: Class 34 contains 2095 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300463 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457940.000000 Penalty: 26406.333984
Iteration 415Q: 45 clusters Score -2.745794e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6209 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12605 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10240 members 
Mstep: Class 15 contains 11085 members 
Mstep: Class 16 contains 41437 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 30171 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76768 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10851 members 
Mstep: Class 34 contains 2095 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300466 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457928.000000 Penalty: 26406.333984
Iteration 416Q: 45 clusters Score -2.745793e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6210 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12585 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10240 members 
Mstep: Class 15 contains 11088 members 
Mstep: Class 16 contains 41440 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 30164 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76791 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10855 members 
Mstep: Class 34 contains 2095 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300460 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457984.000000 Penalty: 26406.333984
Iteration 417Q: 45 clusters Score -2.745798e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6210 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12566 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10242 members 
Mstep: Class 15 contains 11091 members 
Mstep: Class 16 contains 41443 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 30160 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76807 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10857 members 
Mstep: Class 34 contains 2094 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300458 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458010.000000 Penalty: 26406.333984
Iteration 418Q: 45 clusters Score -2.745801e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6210 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12556 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10244 members 
Mstep: Class 15 contains 11095 members 
Mstep: Class 16 contains 41443 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 30155 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76821 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10860 members 
Mstep: Class 34 contains 2094 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300451 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458026.000000 Penalty: 26406.333984
Iteration 419Q: 45 clusters Score -2.745803e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4626 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6210 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12540 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10250 members 
Mstep: Class 15 contains 11100 members 
Mstep: Class 16 contains 41443 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 30140 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76829 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10867 members 
Mstep: Class 34 contains 2096 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300456 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457998.000000 Penalty: 26406.333984
Iteration 420F: 45 clusters Score -2.7458e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6210 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12517 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10256 members 
Mstep: Class 15 contains 11102 members 
Mstep: Class 16 contains 41445 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 30125 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76832 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10875 members 
Mstep: Class 34 contains 2101 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300466 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458036.000000 Penalty: 26406.333984
Iteration 421Q: 45 clusters Score -2.745804e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12495 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10261 members 
Mstep: Class 15 contains 11104 members 
Mstep: Class 16 contains 41447 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 30114 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76835 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10879 members 
Mstep: Class 34 contains 2104 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300481 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458028.000000 Penalty: 26406.333984
Iteration 422Q: 45 clusters Score -2.745803e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6207 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12471 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 15 contains 11105 members 
Mstep: Class 16 contains 41453 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 30096 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76837 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10882 members 
Mstep: Class 34 contains 2105 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300505 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458056.000000 Penalty: 26406.333984
Iteration 423Q: 45 clusters Score -2.745806e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12447 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 15 contains 11106 members 
Mstep: Class 16 contains 41457 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 30074 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76839 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10884 members 
Mstep: Class 34 contains 2107 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300539 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458014.000000 Penalty: 26406.333984
Iteration 424Q: 45 clusters Score -2.745801e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 6210 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12424 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10269 members 
Mstep: Class 15 contains 11107 members 
Mstep: Class 16 contains 41462 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 30048 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76839 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10888 members 
Mstep: Class 34 contains 2111 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300568 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458000.000000 Penalty: 26406.333984
Iteration 425Q: 45 clusters Score -2.7458e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12395 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10272 members 
Mstep: Class 15 contains 11108 members 
Mstep: Class 16 contains 41471 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 30024 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76843 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10894 members 
Mstep: Class 34 contains 2116 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300593 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458002.000000 Penalty: 26406.333984
Iteration 426Q: 45 clusters Score -2.7458e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12364 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10275 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 41479 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 30003 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76850 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10895 members 
Mstep: Class 34 contains 2125 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300617 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457976.000000 Penalty: 26406.333984
Iteration 427Q: 45 clusters Score -2.745798e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 6210 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12337 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 10279 members 
Mstep: Class 15 contains 11112 members 
Mstep: Class 16 contains 41486 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6166 members 
Mstep: Class 23 contains 29981 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76857 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10899 members 
Mstep: Class 34 contains 2137 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300633 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457962.000000 Penalty: 26406.333984
Iteration 428Q: 45 clusters Score -2.745796e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12311 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10281 members 
Mstep: Class 15 contains 11112 members 
Mstep: Class 16 contains 41493 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6166 members 
Mstep: Class 23 contains 29952 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76869 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10903 members 
Mstep: Class 34 contains 2152 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300648 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457938.000000 Penalty: 26406.333984
Iteration 429Q: 45 clusters Score -2.745794e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12290 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10285 members 
Mstep: Class 15 contains 11112 members 
Mstep: Class 16 contains 41501 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6166 members 
Mstep: Class 23 contains 29940 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76877 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10911 members 
Mstep: Class 34 contains 2159 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300646 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457914.000000 Penalty: 26406.333984
Iteration 430Q: 45 clusters Score -2.745791e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12274 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10285 members 
Mstep: Class 15 contains 11112 members 
Mstep: Class 16 contains 41504 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6166 members 
Mstep: Class 23 contains 29924 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76884 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10919 members 
Mstep: Class 34 contains 2163 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300656 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457920.000000 Penalty: 26406.333984
Iteration 431Q: 45 clusters Score -2.745792e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12253 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10286 members 
Mstep: Class 15 contains 11113 members 
Mstep: Class 16 contains 41508 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6166 members 
Mstep: Class 23 contains 29906 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76894 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10923 members 
Mstep: Class 34 contains 2165 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300673 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457920.000000 Penalty: 26406.333984
Iteration 432Q: 45 clusters Score -2.745792e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12234 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10285 members 
Mstep: Class 15 contains 11115 members 
Mstep: Class 16 contains 41513 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6165 members 
Mstep: Class 23 contains 29896 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76906 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10931 members 
Mstep: Class 34 contains 2166 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300676 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457890.000000 Penalty: 26406.333984
Iteration 433Q: 45 clusters Score -2.745789e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12211 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10284 members 
Mstep: Class 15 contains 11117 members 
Mstep: Class 16 contains 41518 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6164 members 
Mstep: Class 23 contains 29886 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76919 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10935 members 
Mstep: Class 34 contains 2166 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300689 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457914.000000 Penalty: 26406.333984
Iteration 434Q: 45 clusters Score -2.745791e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 6210 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12180 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10290 members 
Mstep: Class 15 contains 11119 members 
Mstep: Class 16 contains 41522 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29876 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76929 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10939 members 
Mstep: Class 34 contains 2167 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300706 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457892.000000 Penalty: 26406.333984
Iteration 435Q: 45 clusters Score -2.745789e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 6209 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12148 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10297 members 
Mstep: Class 15 contains 11121 members 
Mstep: Class 16 contains 41524 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29869 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76931 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10939 members 
Mstep: Class 34 contains 2168 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300733 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457882.000000 Penalty: 26406.333984
Iteration 436Q: 45 clusters Score -2.745788e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 6209 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12111 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10302 members 
Mstep: Class 15 contains 11123 members 
Mstep: Class 16 contains 41523 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29861 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76939 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10940 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300762 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457890.000000 Penalty: 26406.333984
Iteration 437Q: 45 clusters Score -2.745789e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 6210 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12081 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10300 members 
Mstep: Class 15 contains 11126 members 
Mstep: Class 16 contains 41526 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29857 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76944 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10941 members 
Mstep: Class 34 contains 2167 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300787 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457874.000000 Penalty: 26406.333984
Iteration 438Q: 45 clusters Score -2.745787e+07 nChanged 50
Entering ConstructFrom: 
Score: -27457874.000000 Penalty: 26406.333984
Entering ConstructFrom: 
Trying to split cluster 1 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -6442.980957 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -6442.981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6154.228516 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -6154.229 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6219.068359 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -6219.068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6250.050293 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -6250.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6289.409668 Penalty: 475.542938
	Iteration 3F: 3 clusters Score -6289.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6302.650879 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -6302.651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6305.738281 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -6305.738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6309.178711 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -6309.179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6309.903809 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -6309.904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6309.903809 Penalty: 475.542938
	Iteration 8F: 3 clusters Score -6309.904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Entering Unmasked Estep 
Score: -258968.515625 Penalty: 384.014557
	Iteration 0F: 2 clusters Score -258968.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -255849.234375 Penalty: 768.029114
	Iteration 0F: 3 clusters Score -255849.2 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -257091.828125 Penalty: 768.029114
	Iteration 1F: 3 clusters Score -257091.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -257307.796875 Penalty: 768.029114
	Iteration 2F: 3 clusters Score -257307.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -257495.156250 Penalty: 768.029114
	Iteration 3F: 3 clusters Score -257495.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -257692.140625 Penalty: 768.029114
	Iteration 4F: 3 clusters Score -257692.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -257876.156250 Penalty: 768.029114
	Iteration 5F: 3 clusters Score -257876.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -258024.734375 Penalty: 768.029114
	Iteration 6Q: 3 clusters Score -258024.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -258118.515625 Penalty: 768.029114
	Iteration 7Q: 3 clusters Score -258118.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -258178.453125 Penalty: 768.029114
	Iteration 8Q: 3 clusters Score -258178.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -258209.937500 Penalty: 768.029114
	Iteration 9Q: 3 clusters Score -258209.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -258236.093750 Penalty: 768.029114
	Iteration 10Q: 3 clusters Score -258236.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -258259.796875 Penalty: 768.029114
	Iteration 11Q: 3 clusters Score -258259.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -258279.203125 Penalty: 768.029114
	Iteration 12Q: 3 clusters Score -258279.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -258295.578125 Penalty: 768.029114
	Iteration 13Q: 3 clusters Score -258295.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -258312.906250 Penalty: 768.029114
	Iteration 14Q: 3 clusters Score -258312.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -258338.500000 Penalty: 768.029114
	Iteration 15Q: 3 clusters Score -258338.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -258365.750000 Penalty: 768.029114
	Iteration 16Q: 3 clusters Score -258365.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -258399.984375 Penalty: 768.029114
	Iteration 17Q: 3 clusters Score -258400 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -258438.390625 Penalty: 768.029114
	Iteration 18Q: 3 clusters Score -258438.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -258474.234375 Penalty: 768.029114
	Iteration 19Q: 3 clusters Score -258474.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -258504.968750 Penalty: 768.029114
	Iteration 20F: 3 clusters Score -258505 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -258540.156250 Penalty: 768.029114
	Iteration 21Q: 3 clusters Score -258540.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -258573.109375 Penalty: 768.029114
	Iteration 22Q: 3 clusters Score -258573.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -258592.078125 Penalty: 768.029114
	Iteration 23Q: 3 clusters Score -258592.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -258607.140625 Penalty: 768.029114
	Iteration 24Q: 3 clusters Score -258607.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -258617.406250 Penalty: 768.029114
	Iteration 25Q: 3 clusters Score -258617.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -258627.234375 Penalty: 768.029114
	Iteration 26Q: 3 clusters Score -258627.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -258635.343750 Penalty: 768.029114
	Iteration 27Q: 3 clusters Score -258635.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -258638.984375 Penalty: 768.029114
	Iteration 28Q: 3 clusters Score -258639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -258641.750000 Penalty: 768.029114
	Iteration 29Q: 3 clusters Score -258641.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -258643.250000 Penalty: 768.029114
	Iteration 30Q: 3 clusters Score -258643.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -258644.406250 Penalty: 768.029114
	Iteration 31Q: 3 clusters Score -258644.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -258646.093750 Penalty: 768.029114
	Iteration 32Q: 3 clusters Score -258646.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -258646.515625 Penalty: 768.029114
	Iteration 33Q: 3 clusters Score -258646.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -258649.796875 Penalty: 768.029114
	Iteration 34Q: 3 clusters Score -258649.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -258653.421875 Penalty: 768.029114
	Iteration 35Q: 3 clusters Score -258653.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -258657.859375 Penalty: 768.029114
	Iteration 36Q: 3 clusters Score -258657.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -258661.765625 Penalty: 768.029114
	Iteration 37Q: 3 clusters Score -258661.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -258663.734375 Penalty: 768.029114
	Iteration 38Q: 3 clusters Score -258663.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -258664.500000 Penalty: 768.029114
	Iteration 39Q: 3 clusters Score -258664.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -258666.046875 Penalty: 768.029114
	Iteration 40F: 3 clusters Score -258666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -258668.312500 Penalty: 768.029114
	Iteration 41Q: 3 clusters Score -258668.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -258670.765625 Penalty: 768.029114
	Iteration 42Q: 3 clusters Score -258670.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -258673.109375 Penalty: 768.029114
	Iteration 43Q: 3 clusters Score -258673.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -258674.828125 Penalty: 768.029114
	Iteration 44Q: 3 clusters Score -258674.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -258675.687500 Penalty: 768.029114
	Iteration 45Q: 3 clusters Score -258675.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -258676.015625 Penalty: 768.029114
	Iteration 46Q: 3 clusters Score -258676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -258676.546875 Penalty: 768.029114
	Iteration 47Q: 3 clusters Score -258676.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -258677.218750 Penalty: 768.029114
	Iteration 48Q: 3 clusters Score -258677.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -258677.031250 Penalty: 768.029114
	Iteration 49Q: 3 clusters Score -258677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -258677.078125 Penalty: 768.029114
	Iteration 50Q: 3 clusters Score -258677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -258678.421875 Penalty: 768.029114
	Iteration 51Q: 3 clusters Score -258678.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -258678.921875 Penalty: 768.029114
	Iteration 52Q: 3 clusters Score -258678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -258679.156250 Penalty: 768.029114
	Iteration 53Q: 3 clusters Score -258679.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -258678.984375 Penalty: 768.029114
	Iteration 54Q: 3 clusters Score -258679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -258679.843750 Penalty: 768.029114
	Iteration 55Q: 3 clusters Score -258679.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -258681.078125 Penalty: 768.029114
	Iteration 56Q: 3 clusters Score -258681.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -258682.109375 Penalty: 768.029114
	Iteration 57Q: 3 clusters Score -258682.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -258682.828125 Penalty: 768.029114
	Iteration 58Q: 3 clusters Score -258682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -258683.640625 Penalty: 768.029114
	Iteration 59Q: 3 clusters Score -258683.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -258684.562500 Penalty: 768.029114
	Iteration 60F: 3 clusters Score -258684.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -258684.578125 Penalty: 768.029114
	Iteration 61Q: 3 clusters Score -258684.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -258685.328125 Penalty: 768.029114
	Iteration 62Q: 3 clusters Score -258685.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -258686.046875 Penalty: 768.029114
	Iteration 63Q: 3 clusters Score -258686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -258686.203125 Penalty: 768.029114
	Iteration 64Q: 3 clusters Score -258686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -258685.843750 Penalty: 768.029114
	Iteration 65Q: 3 clusters Score -258685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -258685.968750 Penalty: 768.029114
	Iteration 66Q: 3 clusters Score -258686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -258686.375000 Penalty: 768.029114
	Iteration 67Q: 3 clusters Score -258686.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -258686.765625 Penalty: 768.029114
	Iteration 68Q: 3 clusters Score -258686.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -258687.734375 Penalty: 768.029114
	Iteration 69Q: 3 clusters Score -258687.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -258688.656250 Penalty: 768.029114
	Iteration 70Q: 3 clusters Score -258688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -258688.343750 Penalty: 768.029114
	Iteration 71Q: 3 clusters Score -258688.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -258688.343750 Penalty: 768.029114
	Iteration 72F: 3 clusters Score -258688.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -40627.878906 Penalty: 301.394989
	Iteration 0F: 2 clusters Score -40627.88 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 376 members 
Entering Unmasked Estep 
Score: -39965.984375 Penalty: 602.789978
	Iteration 0F: 3 clusters Score -39965.98 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40099.835938 Penalty: 602.789978
	Iteration 1F: 3 clusters Score -40099.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -40145.128906 Penalty: 602.789978
	Iteration 2F: 3 clusters Score -40145.13 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -40180.843750 Penalty: 602.789978
	Iteration 3F: 3 clusters Score -40180.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -40200.867188 Penalty: 602.789978
	Iteration 4Q: 3 clusters Score -40200.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -40217.183594 Penalty: 602.789978
	Iteration 5Q: 3 clusters Score -40217.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -40227.328125 Penalty: 602.789978
	Iteration 6Q: 3 clusters Score -40227.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -40235.136719 Penalty: 602.789978
	Iteration 7Q: 3 clusters Score -40235.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -40238.398438 Penalty: 602.789978
	Iteration 8Q: 3 clusters Score -40238.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -40241.714844 Penalty: 602.789978
	Iteration 9Q: 3 clusters Score -40241.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -40245.964844 Penalty: 602.789978
	Iteration 10Q: 3 clusters Score -40245.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -40250.304688 Penalty: 602.789978
	Iteration 11Q: 3 clusters Score -40250.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -40253.597656 Penalty: 602.789978
	Iteration 12Q: 3 clusters Score -40253.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -40256.250000 Penalty: 602.789978
	Iteration 13Q: 3 clusters Score -40256.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -40260.539062 Penalty: 602.789978
	Iteration 14Q: 3 clusters Score -40260.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -40262.972656 Penalty: 602.789978
	Iteration 15Q: 3 clusters Score -40262.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -40267.089844 Penalty: 602.789978
	Iteration 16Q: 3 clusters Score -40267.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -40273.277344 Penalty: 602.789978
	Iteration 17Q: 3 clusters Score -40273.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -40282.914062 Penalty: 602.789978
	Iteration 18Q: 3 clusters Score -40282.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -40291.964844 Penalty: 602.789978
	Iteration 19Q: 3 clusters Score -40291.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -40301.667969 Penalty: 602.789978
	Iteration 20F: 3 clusters Score -40301.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -40306.144531 Penalty: 602.789978
	Iteration 21Q: 3 clusters Score -40306.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -40310.472656 Penalty: 602.789978
	Iteration 22Q: 3 clusters Score -40310.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -40316.738281 Penalty: 602.789978
	Iteration 23Q: 3 clusters Score -40316.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -40322.617188 Penalty: 602.789978
	Iteration 24Q: 3 clusters Score -40322.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -40333.125000 Penalty: 602.789978
	Iteration 25Q: 3 clusters Score -40333.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -40338.140625 Penalty: 602.789978
	Iteration 26Q: 3 clusters Score -40338.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -40343.808594 Penalty: 602.789978
	Iteration 27Q: 3 clusters Score -40343.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -40351.371094 Penalty: 602.789978
	Iteration 28Q: 3 clusters Score -40351.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -40352.707031 Penalty: 602.789978
	Iteration 29Q: 3 clusters Score -40352.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -40353.578125 Penalty: 602.789978
	Iteration 30Q: 3 clusters Score -40353.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -40354.359375 Penalty: 602.789978
	Iteration 31Q: 3 clusters Score -40354.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -40355.378906 Penalty: 602.789978
	Iteration 32Q: 3 clusters Score -40355.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -40355.664062 Penalty: 602.789978
	Iteration 33Q: 3 clusters Score -40355.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -40355.664062 Penalty: 602.789978
	Iteration 34F: 3 clusters Score -40355.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -21436.439453 Penalty: 281.096466
	Iteration 0F: 2 clusters Score -21436.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20962.244141 Penalty: 562.192932
	Iteration 0F: 3 clusters Score -20962.24 nChanged 161
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: -21121.259766 Penalty: 562.192932
	Iteration 1F: 3 clusters Score -21121.26 nChanged 50
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: -21183.117188 Penalty: 562.192932
	Iteration 2F: 3 clusters Score -21183.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21214.273438 Penalty: 562.192932
	Iteration 3F: 3 clusters Score -21214.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21239.621094 Penalty: 562.192932
	Iteration 4Q: 3 clusters Score -21239.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21263.287109 Penalty: 562.192932
	Iteration 5Q: 3 clusters Score -21263.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21293.320312 Penalty: 562.192932
	Iteration 6Q: 3 clusters Score -21293.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21346.179688 Penalty: 562.192932
	Iteration 7Q: 3 clusters Score -21346.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21400.287109 Penalty: 562.192932
	Iteration 8Q: 3 clusters Score -21400.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21437.417969 Penalty: 562.192932
	Iteration 9Q: 3 clusters Score -21437.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21462.308594 Penalty: 562.192932
	Iteration 10Q: 3 clusters Score -21462.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21474.332031 Penalty: 562.192932
	Iteration 11Q: 3 clusters Score -21474.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21482.181641 Penalty: 562.192932
	Iteration 12Q: 3 clusters Score -21482.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21484.371094 Penalty: 562.192932
	Iteration 13Q: 3 clusters Score -21484.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21485.392578 Penalty: 562.192932
	Iteration 14Q: 3 clusters Score -21485.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21485.767578 Penalty: 562.192932
	Iteration 15Q: 3 clusters Score -21485.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21486.142578 Penalty: 562.192932
	Iteration 16Q: 3 clusters Score -21486.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21486.699219 Penalty: 562.192932
	Iteration 17Q: 3 clusters Score -21486.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21487.419922 Penalty: 562.192932
	Iteration 18Q: 3 clusters Score -21487.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21487.572266 Penalty: 562.192932
	Iteration 19Q: 3 clusters Score -21487.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21492.875000 Penalty: 562.192932
	Iteration 20F: 3 clusters Score -21492.88 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: -21496.072266 Penalty: 562.192932
	Iteration 21Q: 3 clusters Score -21496.07 nChanged 3
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: -21500.722656 Penalty: 562.192932
	Iteration 22Q: 3 clusters Score -21500.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21502.207031 Penalty: 562.192932
	Iteration 23Q: 3 clusters Score -21502.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21502.207031 Penalty: 562.192932
	Iteration 24F: 3 clusters Score -21502.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 265 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12057 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10303 members 
Mstep: Class 15 contains 11129 members 
Mstep: Class 16 contains 41529 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29856 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76947 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10940 members 
Mstep: Class 34 contains 2166 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 217 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300801 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
Score: -27457624.000000 Penalty: 27006.476562
Splitting cluster 4 changes total score from -27457874.000000 to -27457624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -118284.507812 Penalty: 352.867920
	Iteration 0F: 2 clusters Score -118284.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -116651.195312 Penalty: 705.735840
	Iteration 0F: 3 clusters Score -116651.2 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -117419.156250 Penalty: 705.735840
	Iteration 1F: 3 clusters Score -117419.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -117635.460938 Penalty: 705.735840
	Iteration 2F: 3 clusters Score -117635.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -117825.984375 Penalty: 705.735840
	Iteration 3F: 3 clusters Score -117826 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -117988.757812 Penalty: 705.735840
	Iteration 4F: 3 clusters Score -117988.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -118075.640625 Penalty: 705.735840
	Iteration 5Q: 3 clusters Score -118075.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -118102.148438 Penalty: 705.735840
	Iteration 6Q: 3 clusters Score -118102.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -118114.679688 Penalty: 705.735840
	Iteration 7Q: 3 clusters Score -118114.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -118120.390625 Penalty: 705.735840
	Iteration 8Q: 3 clusters Score -118120.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -118122.343750 Penalty: 705.735840
	Iteration 9Q: 3 clusters Score -118122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -118123.320312 Penalty: 705.735840
	Iteration 10Q: 3 clusters Score -118123.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -118123.296875 Penalty: 705.735840
	Iteration 11Q: 3 clusters Score -118123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -118123.296875 Penalty: 705.735840
	Iteration 12F: 3 clusters Score -118123.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Entering Unmasked Estep 
Score: -329920.843750 Penalty: 397.400513
	Iteration 0F: 2 clusters Score -329920.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -325790.343750 Penalty: 794.801025
	Iteration 0F: 3 clusters Score -325790.3 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -327340.593750 Penalty: 794.801025
	Iteration 1F: 3 clusters Score -327340.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -327520.437500 Penalty: 794.801025
	Iteration 2F: 3 clusters Score -327520.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -327794.343750 Penalty: 794.801025
	Iteration 3F: 3 clusters Score -327794.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -328207.000000 Penalty: 794.801025
	Iteration 4F: 3 clusters Score -328207 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -328729.343750 Penalty: 794.801025
	Iteration 5F: 3 clusters Score -328729.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -329165.000000 Penalty: 794.801025
	Iteration 6F: 3 clusters Score -329165 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -329408.062500 Penalty: 794.801025
	Iteration 7F: 3 clusters Score -329408.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -329524.625000 Penalty: 794.801025
	Iteration 8Q: 3 clusters Score -329524.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -329594.750000 Penalty: 794.801025
	Iteration 9Q: 3 clusters Score -329594.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -329644.125000 Penalty: 794.801025
	Iteration 10Q: 3 clusters Score -329644.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -329674.906250 Penalty: 794.801025
	Iteration 11Q: 3 clusters Score -329674.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -329686.562500 Penalty: 794.801025
	Iteration 12Q: 3 clusters Score -329686.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -329694.000000 Penalty: 794.801025
	Iteration 13Q: 3 clusters Score -329694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -329697.156250 Penalty: 794.801025
	Iteration 14Q: 3 clusters Score -329697.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -329700.281250 Penalty: 794.801025
	Iteration 15Q: 3 clusters Score -329700.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -329702.218750 Penalty: 794.801025
	Iteration 16Q: 3 clusters Score -329702.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -329703.750000 Penalty: 794.801025
	Iteration 17Q: 3 clusters Score -329703.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -329704.375000 Penalty: 794.801025
	Iteration 18Q: 3 clusters Score -329704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -329704.656250 Penalty: 794.801025
	Iteration 19Q: 3 clusters Score -329704.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -329704.656250 Penalty: 794.801025
	Iteration 20F: 3 clusters Score -329704.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3702.421143 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3702.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3524.501953 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3524.502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3554.575439 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3554.575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -11672.309570 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -11672.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11349.590820 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -11349.59 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11449.106445 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -11449.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11504.156250 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -11504.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11539.275391 Penalty: 510.461945
	Iteration 3F: 3 clusters Score -11539.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11563.250977 Penalty: 510.461945
	Iteration 4F: 3 clusters Score -11563.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11574.136719 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -11574.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11588.481445 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -11588.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11595.088867 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -11595.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11599.150391 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -11599.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11601.237305 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -11601.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11602.828125 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -11602.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11603.957031 Penalty: 510.461945
	Iteration 11Q: 3 clusters Score -11603.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11603.957031 Penalty: 510.461945
	Iteration 12F: 3 clusters Score -11603.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -197142.312500 Penalty: 376.005096
	Iteration 0F: 2 clusters Score -197142.3 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 1931 members 
Entering Unmasked Estep 
Score: -194495.421875 Penalty: 752.010193
	Iteration 0F: 3 clusters Score -194495.4 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -195423.796875 Penalty: 752.010193
	Iteration 1F: 3 clusters Score -195423.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -195517.453125 Penalty: 752.010193
	Iteration 2F: 3 clusters Score -195517.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -195611.203125 Penalty: 752.010193
	Iteration 3F: 3 clusters Score -195611.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -195725.203125 Penalty: 752.010193
	Iteration 4F: 3 clusters Score -195725.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -195877.828125 Penalty: 752.010193
	Iteration 5F: 3 clusters Score -195877.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -196063.750000 Penalty: 752.010193
	Iteration 6F: 3 clusters Score -196063.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -196213.968750 Penalty: 752.010193
	Iteration 7F: 3 clusters Score -196214 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -196320.390625 Penalty: 752.010193
	Iteration 8Q: 3 clusters Score -196320.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -196387.453125 Penalty: 752.010193
	Iteration 9Q: 3 clusters Score -196387.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -196442.140625 Penalty: 752.010193
	Iteration 10Q: 3 clusters Score -196442.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -196498.953125 Penalty: 752.010193
	Iteration 11Q: 3 clusters Score -196499 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -196561.968750 Penalty: 752.010193
	Iteration 12Q: 3 clusters Score -196562 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -196622.296875 Penalty: 752.010193
	Iteration 13Q: 3 clusters Score -196622.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -196669.640625 Penalty: 752.010193
	Iteration 14Q: 3 clusters Score -196669.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -196710.031250 Penalty: 752.010193
	Iteration 15Q: 3 clusters Score -196710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -196731.078125 Penalty: 752.010193
	Iteration 16Q: 3 clusters Score -196731.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -196742.625000 Penalty: 752.010193
	Iteration 17Q: 3 clusters Score -196742.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -196748.593750 Penalty: 752.010193
	Iteration 18Q: 3 clusters Score -196748.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -196755.703125 Penalty: 752.010193
	Iteration 19Q: 3 clusters Score -196755.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -196760.031250 Penalty: 752.010193
	Iteration 20F: 3 clusters Score -196760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -196761.468750 Penalty: 752.010193
	Iteration 21Q: 3 clusters Score -196761.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -196762.921875 Penalty: 752.010193
	Iteration 22Q: 3 clusters Score -196762.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -196763.437500 Penalty: 752.010193
	Iteration 23Q: 3 clusters Score -196763.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -196763.875000 Penalty: 752.010193
	Iteration 24Q: 3 clusters Score -196763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -196764.281250 Penalty: 752.010193
	Iteration 25Q: 3 clusters Score -196764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -196763.968750 Penalty: 752.010193
	Iteration 26Q: 3 clusters Score -196764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -196764.421875 Penalty: 752.010193
	Iteration 27Q: 3 clusters Score -196764.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -196764.421875 Penalty: 752.010193
	Iteration 28F: 3 clusters Score -196764.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Entering Unmasked Estep 
Score: -660472.875000 Penalty: 427.581726
	Iteration 0F: 2 clusters Score -660472.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -652455.812500 Penalty: 855.163452
	Iteration 0F: 3 clusters Score -652455.8 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -655638.625000 Penalty: 855.163452
	Iteration 1F: 3 clusters Score -655638.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -655834.625000 Penalty: 855.163452
	Iteration 2Q: 3 clusters Score -655834.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -656094.062500 Penalty: 855.163452
	Iteration 3Q: 3 clusters Score -656094.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -656484.062500 Penalty: 855.163452
	Iteration 4F: 3 clusters Score -656484.1 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -656981.625000 Penalty: 855.163452
	Iteration 5F: 3 clusters Score -656981.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -657524.937500 Penalty: 855.163452
	Iteration 6F: 3 clusters Score -657524.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -657930.312500 Penalty: 855.163452
	Iteration 7F: 3 clusters Score -657930.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -658166.437500 Penalty: 855.163452
	Iteration 8Q: 3 clusters Score -658166.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -658298.062500 Penalty: 855.163452
	Iteration 9Q: 3 clusters Score -658298.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -658389.062500 Penalty: 855.163452
	Iteration 10Q: 3 clusters Score -658389.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -658469.750000 Penalty: 855.163452
	Iteration 11Q: 3 clusters Score -658469.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -658564.437500 Penalty: 855.163452
	Iteration 12Q: 3 clusters Score -658564.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -658670.812500 Penalty: 855.163452
	Iteration 13Q: 3 clusters Score -658670.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -658785.000000 Penalty: 855.163452
	Iteration 14Q: 3 clusters Score -658785 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -658931.500000 Penalty: 855.163452
	Iteration 15Q: 3 clusters Score -658931.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -659082.125000 Penalty: 855.163452
	Iteration 16Q: 3 clusters Score -659082.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -659210.562500 Penalty: 855.163452
	Iteration 17Q: 3 clusters Score -659210.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -659344.562500 Penalty: 855.163452
	Iteration 18Q: 3 clusters Score -659344.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -659455.500000 Penalty: 855.163452
	Iteration 19Q: 3 clusters Score -659455.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -659568.187500 Penalty: 855.163452
	Iteration 20F: 3 clusters Score -659568.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -659671.375000 Penalty: 855.163452
	Iteration 21Q: 3 clusters Score -659671.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -659763.062500 Penalty: 855.163452
	Iteration 22Q: 3 clusters Score -659763.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -659840.500000 Penalty: 855.163452
	Iteration 23Q: 3 clusters Score -659840.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -659915.375000 Penalty: 855.163452
	Iteration 24Q: 3 clusters Score -659915.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -659967.562500 Penalty: 855.163452
	Iteration 25Q: 3 clusters Score -659967.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -660002.062500 Penalty: 855.163452
	Iteration 26Q: 3 clusters Score -660002.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -660030.062500 Penalty: 855.163452
	Iteration 27Q: 3 clusters Score -660030.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -660049.875000 Penalty: 855.163452
	Iteration 28Q: 3 clusters Score -660049.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -660065.562500 Penalty: 855.163452
	Iteration 29Q: 3 clusters Score -660065.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -660079.125000 Penalty: 855.163452
	Iteration 30Q: 3 clusters Score -660079.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -660083.937500 Penalty: 855.163452
	Iteration 31Q: 3 clusters Score -660083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -660088.062500 Penalty: 855.163452
	Iteration 32Q: 3 clusters Score -660088.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -660090.187500 Penalty: 855.163452
	Iteration 33Q: 3 clusters Score -660090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -660090.562500 Penalty: 855.163452
	Iteration 34Q: 3 clusters Score -660090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -660091.625000 Penalty: 855.163452
	Iteration 35Q: 3 clusters Score -660091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -660092.125000 Penalty: 855.163452
	Iteration 36Q: 3 clusters Score -660092.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -660092.125000 Penalty: 855.163452
	Iteration 37F: 3 clusters Score -660092.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -27391.644531 Penalty: 287.018463
	Iteration 0F: 2 clusters Score -27391.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26856.898438 Penalty: 574.036926
	Iteration 0F: 3 clusters Score -26856.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -26980.466797 Penalty: 574.036926
	Iteration 1F: 3 clusters Score -26980.47 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27022.556641 Penalty: 574.036926
	Iteration 2F: 3 clusters Score -27022.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27049.552734 Penalty: 574.036926
	Iteration 3F: 3 clusters Score -27049.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27068.894531 Penalty: 574.036926
	Iteration 4F: 3 clusters Score -27068.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27085.421875 Penalty: 574.036926
	Iteration 5Q: 3 clusters Score -27085.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27094.476562 Penalty: 574.036926
	Iteration 6Q: 3 clusters Score -27094.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27100.250000 Penalty: 574.036926
	Iteration 7Q: 3 clusters Score -27100.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27108.607422 Penalty: 574.036926
	Iteration 8Q: 3 clusters Score -27108.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27113.427734 Penalty: 574.036926
	Iteration 9Q: 3 clusters Score -27113.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27116.812500 Penalty: 574.036926
	Iteration 10Q: 3 clusters Score -27116.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27118.412109 Penalty: 574.036926
	Iteration 11Q: 3 clusters Score -27118.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27118.412109 Penalty: 574.036926
	Iteration 12F: 3 clusters Score -27118.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -27252.785156 Penalty: 284.723877
	Iteration 0F: 2 clusters Score -27252.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26730.515625 Penalty: 569.447754
	Iteration 0F: 3 clusters Score -26730.52 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26866.496094 Penalty: 569.447754
	Iteration 1F: 3 clusters Score -26866.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26915.138672 Penalty: 569.447754
	Iteration 2F: 3 clusters Score -26915.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26965.544922 Penalty: 569.447754
	Iteration 3F: 3 clusters Score -26965.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26977.427734 Penalty: 569.447754
	Iteration 4Q: 3 clusters Score -26977.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26984.515625 Penalty: 569.447754
	Iteration 5Q: 3 clusters Score -26984.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26993.689453 Penalty: 569.447754
	Iteration 6Q: 3 clusters Score -26993.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27004.105469 Penalty: 569.447754
	Iteration 7Q: 3 clusters Score -27004.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27015.232422 Penalty: 569.447754
	Iteration 8Q: 3 clusters Score -27015.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27025.015625 Penalty: 569.447754
	Iteration 9Q: 3 clusters Score -27025.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27028.482422 Penalty: 569.447754
	Iteration 10Q: 3 clusters Score -27028.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27033.296875 Penalty: 569.447754
	Iteration 11Q: 3 clusters Score -27033.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27037.449219 Penalty: 569.447754
	Iteration 12Q: 3 clusters Score -27037.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27038.474609 Penalty: 569.447754
	Iteration 13Q: 3 clusters Score -27038.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27042.357422 Penalty: 569.447754
	Iteration 14Q: 3 clusters Score -27042.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27046.216797 Penalty: 569.447754
	Iteration 15Q: 3 clusters Score -27046.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27050.443359 Penalty: 569.447754
	Iteration 16Q: 3 clusters Score -27050.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27055.162109 Penalty: 569.447754
	Iteration 17Q: 3 clusters Score -27055.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27058.998047 Penalty: 569.447754
	Iteration 18Q: 3 clusters Score -27059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27060.421875 Penalty: 569.447754
	Iteration 19Q: 3 clusters Score -27060.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27060.958984 Penalty: 569.447754
	Iteration 20F: 3 clusters Score -27060.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -72792.601562 Penalty: 328.092224
	Iteration 0F: 2 clusters Score -72792.6 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 697 members 
Entering Unmasked Estep 
Score: -71775.601562 Penalty: 656.184448
	Iteration 0F: 3 clusters Score -71775.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -72101.296875 Penalty: 656.184448
	Iteration 1F: 3 clusters Score -72101.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -72169.609375 Penalty: 656.184448
	Iteration 2F: 3 clusters Score -72169.61 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -72211.273438 Penalty: 656.184448
	Iteration 3F: 3 clusters Score -72211.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -72242.585938 Penalty: 656.184448
	Iteration 4Q: 3 clusters Score -72242.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -72284.367188 Penalty: 656.184448
	Iteration 5Q: 3 clusters Score -72284.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -72308.562500 Penalty: 656.184448
	Iteration 6Q: 3 clusters Score -72308.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -72329.718750 Penalty: 656.184448
	Iteration 7Q: 3 clusters Score -72329.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -72353.031250 Penalty: 656.184448
	Iteration 8Q: 3 clusters Score -72353.03 nChanged 36
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: -72372.750000 Penalty: 656.184448
	Iteration 9Q: 3 clusters Score -72372.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -72386.546875 Penalty: 656.184448
	Iteration 10Q: 3 clusters Score -72386.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -72404.867188 Penalty: 656.184448
	Iteration 11Q: 3 clusters Score -72404.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -72422.765625 Penalty: 656.184448
	Iteration 12Q: 3 clusters Score -72422.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -72433.187500 Penalty: 656.184448
	Iteration 13Q: 3 clusters Score -72433.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -72441.343750 Penalty: 656.184448
	Iteration 14Q: 3 clusters Score -72441.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -72460.039062 Penalty: 656.184448
	Iteration 15Q: 3 clusters Score -72460.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -72480.585938 Penalty: 656.184448
	Iteration 16Q: 3 clusters Score -72480.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -72494.976562 Penalty: 656.184448
	Iteration 17Q: 3 clusters Score -72494.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -72509.890625 Penalty: 656.184448
	Iteration 18Q: 3 clusters Score -72509.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -72519.093750 Penalty: 656.184448
	Iteration 19Q: 3 clusters Score -72519.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -72530.750000 Penalty: 656.184448
	Iteration 20F: 3 clusters Score -72530.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -72557.609375 Penalty: 656.184448
	Iteration 21Q: 3 clusters Score -72557.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -72585.531250 Penalty: 656.184448
	Iteration 22Q: 3 clusters Score -72585.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -72597.601562 Penalty: 656.184448
	Iteration 23Q: 3 clusters Score -72597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -72600.710938 Penalty: 656.184448
	Iteration 24Q: 3 clusters Score -72600.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -72600.921875 Penalty: 656.184448
	Iteration 25Q: 3 clusters Score -72600.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -72600.921875 Penalty: 656.184448
	Iteration 26F: 3 clusters Score -72600.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Entering Unmasked Estep 
Score: -556670.250000 Penalty: 420.428680
	Iteration 0F: 2 clusters Score -556670.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -549777.437500 Penalty: 840.857361
	Iteration 0F: 3 clusters Score -549777.4 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -552562.437500 Penalty: 840.857361
	Iteration 1F: 3 clusters Score -552562.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -552788.562500 Penalty: 840.857361
	Iteration 2Q: 3 clusters Score -552788.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -553103.562500 Penalty: 840.857361
	Iteration 3F: 3 clusters Score -553103.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -553553.000000 Penalty: 840.857361
	Iteration 4F: 3 clusters Score -553553 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -554063.875000 Penalty: 840.857361
	Iteration 5F: 3 clusters Score -554063.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -554457.375000 Penalty: 840.857361
	Iteration 6F: 3 clusters Score -554457.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -554617.500000 Penalty: 840.857361
	Iteration 7Q: 3 clusters Score -554617.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -554681.687500 Penalty: 840.857361
	Iteration 8Q: 3 clusters Score -554681.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -554713.562500 Penalty: 840.857361
	Iteration 9Q: 3 clusters Score -554713.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -554738.437500 Penalty: 840.857361
	Iteration 10Q: 3 clusters Score -554738.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -554761.625000 Penalty: 840.857361
	Iteration 11Q: 3 clusters Score -554761.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -554780.437500 Penalty: 840.857361
	Iteration 12Q: 3 clusters Score -554780.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -554797.750000 Penalty: 840.857361
	Iteration 13Q: 3 clusters Score -554797.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -554816.562500 Penalty: 840.857361
	Iteration 14Q: 3 clusters Score -554816.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -554839.750000 Penalty: 840.857361
	Iteration 15Q: 3 clusters Score -554839.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -554863.500000 Penalty: 840.857361
	Iteration 16Q: 3 clusters Score -554863.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -554889.062500 Penalty: 840.857361
	Iteration 17Q: 3 clusters Score -554889.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -554917.125000 Penalty: 840.857361
	Iteration 18Q: 3 clusters Score -554917.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -554952.250000 Penalty: 840.857361
	Iteration 19Q: 3 clusters Score -554952.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -555002.437500 Penalty: 840.857361
	Iteration 20F: 3 clusters Score -555002.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -555085.625000 Penalty: 840.857361
	Iteration 21Q: 3 clusters Score -555085.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -555196.375000 Penalty: 840.857361
	Iteration 22Q: 3 clusters Score -555196.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -555299.312500 Penalty: 840.857361
	Iteration 23Q: 3 clusters Score -555299.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -555393.125000 Penalty: 840.857361
	Iteration 24Q: 3 clusters Score -555393.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -555493.125000 Penalty: 840.857361
	Iteration 25Q: 3 clusters Score -555493.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -555570.312500 Penalty: 840.857361
	Iteration 26Q: 3 clusters Score -555570.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -555634.375000 Penalty: 840.857361
	Iteration 27Q: 3 clusters Score -555634.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -555689.875000 Penalty: 840.857361
	Iteration 28Q: 3 clusters Score -555689.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -555734.250000 Penalty: 840.857361
	Iteration 29Q: 3 clusters Score -555734.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -555782.250000 Penalty: 840.857361
	Iteration 30Q: 3 clusters Score -555782.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -555824.875000 Penalty: 840.857361
	Iteration 31Q: 3 clusters Score -555824.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -555856.437500 Penalty: 840.857361
	Iteration 32Q: 3 clusters Score -555856.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -555892.687500 Penalty: 840.857361
	Iteration 33Q: 3 clusters Score -555892.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -555924.750000 Penalty: 840.857361
	Iteration 34Q: 3 clusters Score -555924.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -555953.625000 Penalty: 840.857361
	Iteration 35Q: 3 clusters Score -555953.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -555986.000000 Penalty: 840.857361
	Iteration 36Q: 3 clusters Score -555986 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -556023.062500 Penalty: 840.857361
	Iteration 37Q: 3 clusters Score -556023.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -556051.312500 Penalty: 840.857361
	Iteration 38Q: 3 clusters Score -556051.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -556073.750000 Penalty: 840.857361
	Iteration 39Q: 3 clusters Score -556073.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -556106.437500 Penalty: 840.857361
	Iteration 40F: 3 clusters Score -556106.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -556147.250000 Penalty: 840.857361
	Iteration 41Q: 3 clusters Score -556147.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -556176.250000 Penalty: 840.857361
	Iteration 42Q: 3 clusters Score -556176.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -556199.375000 Penalty: 840.857361
	Iteration 43Q: 3 clusters Score -556199.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -556221.562500 Penalty: 840.857361
	Iteration 44Q: 3 clusters Score -556221.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -556236.812500 Penalty: 840.857361
	Iteration 45Q: 3 clusters Score -556236.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -556246.687500 Penalty: 840.857361
	Iteration 46Q: 3 clusters Score -556246.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -556252.375000 Penalty: 840.857361
	Iteration 47Q: 3 clusters Score -556252.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -556257.812500 Penalty: 840.857361
	Iteration 48Q: 3 clusters Score -556257.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -556259.000000 Penalty: 840.857361
	Iteration 49Q: 3 clusters Score -556259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -556261.312500 Penalty: 840.857361
	Iteration 50Q: 3 clusters Score -556261.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -556262.437500 Penalty: 840.857361
	Iteration 51Q: 3 clusters Score -556262.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -556261.375000 Penalty: 840.857361
	Iteration 52Q: 3 clusters Score -556261.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -556261.312500 Penalty: 840.857361
	Iteration 53Q: 3 clusters Score -556261.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -556261.312500 Penalty: 840.857361
	Iteration 54F: 3 clusters Score -556261.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Entering Unmasked Estep 
Score: -626769.375000 Penalty: 423.937592
	Iteration 0F: 2 clusters Score -626769.4 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 5678 members 
Entering Unmasked Estep 
Score: -619375.937500 Penalty: 847.875183
	Iteration 0F: 3 clusters Score -619375.9 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -623094.187500 Penalty: 847.875183
	Iteration 1F: 3 clusters Score -623094.2 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -624026.625000 Penalty: 847.875183
	Iteration 2F: 3 clusters Score -624026.6 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -625110.937500 Penalty: 847.875183
	Iteration 3F: 3 clusters Score -625110.9 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -625956.437500 Penalty: 847.875183
	Iteration 4F: 3 clusters Score -625956.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -626306.500000 Penalty: 847.875183
	Iteration 5Q: 3 clusters Score -626306.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -626398.312500 Penalty: 847.875183
	Iteration 6Q: 3 clusters Score -626398.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -626426.062500 Penalty: 847.875183
	Iteration 7Q: 3 clusters Score -626426.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -626441.000000 Penalty: 847.875183
	Iteration 8Q: 3 clusters Score -626441 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -626451.312500 Penalty: 847.875183
	Iteration 9Q: 3 clusters Score -626451.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -626459.812500 Penalty: 847.875183
	Iteration 10Q: 3 clusters Score -626459.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -626467.875000 Penalty: 847.875183
	Iteration 11Q: 3 clusters Score -626467.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -626472.750000 Penalty: 847.875183
	Iteration 12Q: 3 clusters Score -626472.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -626476.750000 Penalty: 847.875183
	Iteration 13Q: 3 clusters Score -626476.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -626480.625000 Penalty: 847.875183
	Iteration 14Q: 3 clusters Score -626480.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -626483.625000 Penalty: 847.875183
	Iteration 15Q: 3 clusters Score -626483.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -626487.312500 Penalty: 847.875183
	Iteration 16Q: 3 clusters Score -626487.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -626489.687500 Penalty: 847.875183
	Iteration 17Q: 3 clusters Score -626489.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -626494.312500 Penalty: 847.875183
	Iteration 18Q: 3 clusters Score -626494.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -626497.750000 Penalty: 847.875183
	Iteration 19Q: 3 clusters Score -626497.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -626497.875000 Penalty: 847.875183
	Iteration 20F: 3 clusters Score -626497.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -626499.500000 Penalty: 847.875183
	Iteration 21Q: 3 clusters Score -626499.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -626501.250000 Penalty: 847.875183
	Iteration 22Q: 3 clusters Score -626501.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -626502.250000 Penalty: 847.875183
	Iteration 23Q: 3 clusters Score -626502.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -626504.312500 Penalty: 847.875183
	Iteration 24Q: 3 clusters Score -626504.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -626507.000000 Penalty: 847.875183
	Iteration 25Q: 3 clusters Score -626507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -626507.500000 Penalty: 847.875183
	Iteration 26Q: 3 clusters Score -626507.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -626510.500000 Penalty: 847.875183
	Iteration 27Q: 3 clusters Score -626510.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -626513.687500 Penalty: 847.875183
	Iteration 28Q: 3 clusters Score -626513.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -626514.187500 Penalty: 847.875183
	Iteration 29Q: 3 clusters Score -626514.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -626515.187500 Penalty: 847.875183
	Iteration 30Q: 3 clusters Score -626515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -626515.375000 Penalty: 847.875183
	Iteration 31Q: 3 clusters Score -626515.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -626515.187500 Penalty: 847.875183
	Iteration 32Q: 3 clusters Score -626515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -626515.875000 Penalty: 847.875183
	Iteration 33Q: 3 clusters Score -626515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -626517.312500 Penalty: 847.875183
	Iteration 34Q: 3 clusters Score -626517.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -626518.062500 Penalty: 847.875183
	Iteration 35Q: 3 clusters Score -626518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -626518.125000 Penalty: 847.875183
	Iteration 36Q: 3 clusters Score -626518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -626517.937500 Penalty: 847.875183
	Iteration 37Q: 3 clusters Score -626517.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -626517.937500 Penalty: 847.875183
	Iteration 38F: 3 clusters Score -626517.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Entering Unmasked Estep 
Score: -2110681.750000 Penalty: 483.853729
	Iteration 0F: 2 clusters Score -2110682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2082913.125000 Penalty: 967.707458
	Iteration 0F: 3 clusters Score -2082913 nChanged 19987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -2095374.125000 Penalty: 967.707458
	Iteration 1F: 3 clusters Score -2095374 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -2096639.625000 Penalty: 967.707458
	Iteration 2F: 3 clusters Score -2096640 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -2098747.000000 Penalty: 967.707458
	Iteration 3F: 3 clusters Score -2098747 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -2101633.250000 Penalty: 967.707458
	Iteration 4F: 3 clusters Score -2101633 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -2104304.500000 Penalty: 967.707458
	Iteration 5F: 3 clusters Score -2104304 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -2105911.000000 Penalty: 967.707458
	Iteration 6Q: 3 clusters Score -2105911 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -2106870.750000 Penalty: 967.707458
	Iteration 7Q: 3 clusters Score -2106871 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -2107527.000000 Penalty: 967.707458
	Iteration 8Q: 3 clusters Score -2107527 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -2108069.750000 Penalty: 967.707458
	Iteration 9Q: 3 clusters Score -2108070 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -2108495.750000 Penalty: 967.707458
	Iteration 10Q: 3 clusters Score -2108496 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -2108905.500000 Penalty: 967.707458
	Iteration 11Q: 3 clusters Score -2108906 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -2109230.000000 Penalty: 967.707458
	Iteration 12Q: 3 clusters Score -2109230 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -2109478.750000 Penalty: 967.707458
	Iteration 13Q: 3 clusters Score -2109479 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -2109660.750000 Penalty: 967.707458
	Iteration 14Q: 3 clusters Score -2109661 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -2109796.250000 Penalty: 967.707458
	Iteration 15Q: 3 clusters Score -2109796 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -2109897.250000 Penalty: 967.707458
	Iteration 16Q: 3 clusters Score -2109897 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -2109979.000000 Penalty: 967.707458
	Iteration 17Q: 3 clusters Score -2109979 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -2110031.000000 Penalty: 967.707458
	Iteration 18Q: 3 clusters Score -2110031 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -2110071.250000 Penalty: 967.707458
	Iteration 19Q: 3 clusters Score -2110071 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -2110100.750000 Penalty: 967.707458
	Iteration 20F: 3 clusters Score -2110101 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -2110134.750000 Penalty: 967.707458
	Iteration 21Q: 3 clusters Score -2110135 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -2110173.500000 Penalty: 967.707458
	Iteration 22Q: 3 clusters Score -2110174 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -2110204.250000 Penalty: 967.707458
	Iteration 23Q: 3 clusters Score -2110204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -2110220.000000 Penalty: 967.707458
	Iteration 24Q: 3 clusters Score -2110220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -2110238.250000 Penalty: 967.707458
	Iteration 25Q: 3 clusters Score -2110238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -2110255.250000 Penalty: 967.707458
	Iteration 26Q: 3 clusters Score -2110255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -2110266.750000 Penalty: 967.707458
	Iteration 27Q: 3 clusters Score -2110267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -2110276.000000 Penalty: 967.707458
	Iteration 28Q: 3 clusters Score -2110276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -2110285.250000 Penalty: 967.707458
	Iteration 29Q: 3 clusters Score -2110285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -2110292.250000 Penalty: 967.707458
	Iteration 30Q: 3 clusters Score -2110292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -2110299.500000 Penalty: 967.707458
	Iteration 31Q: 3 clusters Score -2110300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -2110309.500000 Penalty: 967.707458
	Iteration 32Q: 3 clusters Score -2110310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -2110310.000000 Penalty: 967.707458
	Iteration 33Q: 3 clusters Score -2110310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -2110312.000000 Penalty: 967.707458
	Iteration 34Q: 3 clusters Score -2110312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -2110315.750000 Penalty: 967.707458
	Iteration 35Q: 3 clusters Score -2110316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -2110319.250000 Penalty: 967.707458
	Iteration 36Q: 3 clusters Score -2110319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -2110319.250000 Penalty: 967.707458
	Iteration 37Q: 3 clusters Score -2110319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -2110319.250000 Penalty: 967.707458
	Iteration 38Q: 3 clusters Score -2110319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -2110319.500000 Penalty: 967.707458
	Iteration 39Q: 3 clusters Score -2110320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -2110319.250000 Penalty: 967.707458
	Iteration 40F: 3 clusters Score -2110319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -2110323.500000 Penalty: 967.707458
	Iteration 41Q: 3 clusters Score -2110324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -2110323.000000 Penalty: 967.707458
	Iteration 42Q: 3 clusters Score -2110323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -2110325.000000 Penalty: 967.707458
	Iteration 43Q: 3 clusters Score -2110325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -2110323.500000 Penalty: 967.707458
	Iteration 44Q: 3 clusters Score -2110324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -2110324.500000 Penalty: 967.707458
	Iteration 45Q: 3 clusters Score -2110324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -2110325.750000 Penalty: 967.707458
	Iteration 46Q: 3 clusters Score -2110326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -2110325.750000 Penalty: 967.707458
	Iteration 47F: 3 clusters Score -2110326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6680.969238 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6680.969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6458.972656 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6458.973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6517.560059 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6517.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6531.390625 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6531.391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6533.260742 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6533.261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6533.260742 Penalty: 450.337158
	Iteration 4F: 3 clusters Score -6533.261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -81546.828125 Penalty: 335.431366
	Iteration 0F: 2 clusters Score -81546.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -80362.460938 Penalty: 670.862732
	Iteration 0F: 3 clusters Score -80362.46 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -80783.195312 Penalty: 670.862732
	Iteration 1F: 3 clusters Score -80783.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -80867.289062 Penalty: 670.862732
	Iteration 2F: 3 clusters Score -80867.29 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -80942.328125 Penalty: 670.862732
	Iteration 3F: 3 clusters Score -80942.33 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -80991.210938 Penalty: 670.862732
	Iteration 4Q: 3 clusters Score -80991.21 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -81032.804688 Penalty: 670.862732
	Iteration 5Q: 3 clusters Score -81032.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81075.429688 Penalty: 670.862732
	Iteration 6Q: 3 clusters Score -81075.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81108.257812 Penalty: 670.862732
	Iteration 7Q: 3 clusters Score -81108.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81136.804688 Penalty: 670.862732
	Iteration 8Q: 3 clusters Score -81136.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -81152.890625 Penalty: 670.862732
	Iteration 9Q: 3 clusters Score -81152.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -81169.820312 Penalty: 670.862732
	Iteration 10Q: 3 clusters Score -81169.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -81189.101562 Penalty: 670.862732
	Iteration 11Q: 3 clusters Score -81189.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -81201.593750 Penalty: 670.862732
	Iteration 12Q: 3 clusters Score -81201.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -81214.750000 Penalty: 670.862732
	Iteration 13Q: 3 clusters Score -81214.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -81222.632812 Penalty: 670.862732
	Iteration 14Q: 3 clusters Score -81222.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -81230.351562 Penalty: 670.862732
	Iteration 15Q: 3 clusters Score -81230.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -81236.257812 Penalty: 670.862732
	Iteration 16Q: 3 clusters Score -81236.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -81246.226562 Penalty: 670.862732
	Iteration 17Q: 3 clusters Score -81246.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -81258.406250 Penalty: 670.862732
	Iteration 18Q: 3 clusters Score -81258.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -81268.804688 Penalty: 670.862732
	Iteration 19Q: 3 clusters Score -81268.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -81276.906250 Penalty: 670.862732
	Iteration 20F: 3 clusters Score -81276.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -81283.234375 Penalty: 670.862732
	Iteration 21Q: 3 clusters Score -81283.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -81285.468750 Penalty: 670.862732
	Iteration 22Q: 3 clusters Score -81285.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -81287.273438 Penalty: 670.862732
	Iteration 23Q: 3 clusters Score -81287.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -81290.117188 Penalty: 670.862732
	Iteration 24Q: 3 clusters Score -81290.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -81290.117188 Penalty: 670.862732
	Iteration 25F: 3 clusters Score -81290.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -9918.083008 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -9918.083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9642.202148 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -9642.202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9706.044922 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -9706.045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9717.689453 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -9717.689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9724.133789 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -9724.134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9724.973633 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -9724.974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9725.926758 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -9725.927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9727.250977 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -9727.251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9727.250977 Penalty: 489.150330
	Iteration 7F: 3 clusters Score -9727.251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -27158.501953 Penalty: 285.157623
	Iteration 0F: 2 clusters Score -27158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26638.914062 Penalty: 570.315247
	Iteration 0F: 3 clusters Score -26638.91 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26771.416016 Penalty: 570.315247
	Iteration 1F: 3 clusters Score -26771.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26796.689453 Penalty: 570.315247
	Iteration 2F: 3 clusters Score -26796.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26811.554688 Penalty: 570.315247
	Iteration 3F: 3 clusters Score -26811.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26824.380859 Penalty: 570.315247
	Iteration 4Q: 3 clusters Score -26824.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26838.855469 Penalty: 570.315247
	Iteration 5Q: 3 clusters Score -26838.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26848.333984 Penalty: 570.315247
	Iteration 6Q: 3 clusters Score -26848.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26854.091797 Penalty: 570.315247
	Iteration 7Q: 3 clusters Score -26854.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26860.132812 Penalty: 570.315247
	Iteration 8Q: 3 clusters Score -26860.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26866.830078 Penalty: 570.315247
	Iteration 9Q: 3 clusters Score -26866.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26871.388672 Penalty: 570.315247
	Iteration 10Q: 3 clusters Score -26871.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26876.458984 Penalty: 570.315247
	Iteration 11Q: 3 clusters Score -26876.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26879.542969 Penalty: 570.315247
	Iteration 12Q: 3 clusters Score -26879.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26882.289062 Penalty: 570.315247
	Iteration 13Q: 3 clusters Score -26882.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26885.039062 Penalty: 570.315247
	Iteration 14Q: 3 clusters Score -26885.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26886.222656 Penalty: 570.315247
	Iteration 15Q: 3 clusters Score -26886.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26886.841797 Penalty: 570.315247
	Iteration 16Q: 3 clusters Score -26886.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26887.005859 Penalty: 570.315247
	Iteration 17Q: 3 clusters Score -26887.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26887.876953 Penalty: 570.315247
	Iteration 18Q: 3 clusters Score -26887.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26887.876953 Penalty: 570.315247
	Iteration 19F: 3 clusters Score -26887.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6071.739746 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6071.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5845.326660 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5845.327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5885.353027 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5885.353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5895.137207 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -5895.137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5899.145508 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -5899.146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5901.499512 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -5901.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5901.499512 Penalty: 448.380096
	Iteration 5F: 3 clusters Score -5901.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -302129.937500 Penalty: 397.047516
	Iteration 0F: 2 clusters Score -302129.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -297999.562500 Penalty: 794.095032
	Iteration 0F: 3 clusters Score -297999.6 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -299636.375000 Penalty: 794.095032
	Iteration 1F: 3 clusters Score -299636.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -299822.281250 Penalty: 794.095032
	Iteration 2F: 3 clusters Score -299822.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -300065.406250 Penalty: 794.095032
	Iteration 3F: 3 clusters Score -300065.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -300388.531250 Penalty: 794.095032
	Iteration 4F: 3 clusters Score -300388.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -300723.562500 Penalty: 794.095032
	Iteration 5F: 3 clusters Score -300723.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -301001.875000 Penalty: 794.095032
	Iteration 6F: 3 clusters Score -301001.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -301266.406250 Penalty: 794.095032
	Iteration 7F: 3 clusters Score -301266.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -301452.687500 Penalty: 794.095032
	Iteration 8Q: 3 clusters Score -301452.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -301562.218750 Penalty: 794.095032
	Iteration 9Q: 3 clusters Score -301562.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -301616.593750 Penalty: 794.095032
	Iteration 10Q: 3 clusters Score -301616.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -301643.125000 Penalty: 794.095032
	Iteration 11Q: 3 clusters Score -301643.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -301654.062500 Penalty: 794.095032
	Iteration 12Q: 3 clusters Score -301654.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -301660.593750 Penalty: 794.095032
	Iteration 13Q: 3 clusters Score -301660.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -301663.343750 Penalty: 794.095032
	Iteration 14Q: 3 clusters Score -301663.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -301665.656250 Penalty: 794.095032
	Iteration 15Q: 3 clusters Score -301665.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -301668.281250 Penalty: 794.095032
	Iteration 16Q: 3 clusters Score -301668.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -301672.218750 Penalty: 794.095032
	Iteration 17Q: 3 clusters Score -301672.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -301675.593750 Penalty: 794.095032
	Iteration 18Q: 3 clusters Score -301675.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -301681.093750 Penalty: 794.095032
	Iteration 19Q: 3 clusters Score -301681.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -301687.375000 Penalty: 794.095032
	Iteration 20F: 3 clusters Score -301687.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -301692.968750 Penalty: 794.095032
	Iteration 21Q: 3 clusters Score -301693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -301698.093750 Penalty: 794.095032
	Iteration 22Q: 3 clusters Score -301698.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -301701.875000 Penalty: 794.095032
	Iteration 23Q: 3 clusters Score -301701.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -301705.468750 Penalty: 794.095032
	Iteration 24Q: 3 clusters Score -301705.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -301708.125000 Penalty: 794.095032
	Iteration 25Q: 3 clusters Score -301708.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -301709.875000 Penalty: 794.095032
	Iteration 26Q: 3 clusters Score -301709.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -301713.031250 Penalty: 794.095032
	Iteration 27Q: 3 clusters Score -301713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -301715.093750 Penalty: 794.095032
	Iteration 28Q: 3 clusters Score -301715.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -301716.093750 Penalty: 794.095032
	Iteration 29Q: 3 clusters Score -301716.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -301717.812500 Penalty: 794.095032
	Iteration 30Q: 3 clusters Score -301717.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -301719.093750 Penalty: 794.095032
	Iteration 31Q: 3 clusters Score -301719.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -301719.750000 Penalty: 794.095032
	Iteration 32Q: 3 clusters Score -301719.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -301720.156250 Penalty: 794.095032
	Iteration 33Q: 3 clusters Score -301720.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -301720.625000 Penalty: 794.095032
	Iteration 34Q: 3 clusters Score -301720.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -301721.562500 Penalty: 794.095032
	Iteration 35Q: 3 clusters Score -301721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -301721.468750 Penalty: 794.095032
	Iteration 36Q: 3 clusters Score -301721.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -301721.750000 Penalty: 794.095032
	Iteration 37Q: 3 clusters Score -301721.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -301722.062500 Penalty: 794.095032
	Iteration 38Q: 3 clusters Score -301722.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -301722.281250 Penalty: 794.095032
	Iteration 39Q: 3 clusters Score -301722.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -301722.062500 Penalty: 794.095032
	Iteration 40F: 3 clusters Score -301722.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -301723.312500 Penalty: 794.095032
	Iteration 41Q: 3 clusters Score -301723.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -301723.531250 Penalty: 794.095032
	Iteration 42Q: 3 clusters Score -301723.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -301723.093750 Penalty: 794.095032
	Iteration 43Q: 3 clusters Score -301723.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -301723.937500 Penalty: 794.095032
	Iteration 44Q: 3 clusters Score -301723.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -301723.875000 Penalty: 794.095032
	Iteration 45Q: 3 clusters Score -301723.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -301724.406250 Penalty: 794.095032
	Iteration 46Q: 3 clusters Score -301724.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -301723.875000 Penalty: 794.095032
	Iteration 47Q: 3 clusters Score -301723.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -301724.625000 Penalty: 794.095032
	Iteration 48Q: 3 clusters Score -301724.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -301724.281250 Penalty: 794.095032
	Iteration 49Q: 3 clusters Score -301724.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -301725.062500 Penalty: 794.095032
	Iteration 50Q: 3 clusters Score -301725.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -301726.031250 Penalty: 794.095032
	Iteration 51Q: 3 clusters Score -301726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -301725.500000 Penalty: 794.095032
	Iteration 52Q: 3 clusters Score -301725.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -301726.250000 Penalty: 794.095032
	Iteration 53Q: 3 clusters Score -301726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -301726.250000 Penalty: 794.095032
	Iteration 54F: 3 clusters Score -301726.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Entering Unmasked Estep 
Score: -1647958.375000 Penalty: 468.838409
	Iteration 0F: 2 clusters Score -1647958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1627937.625000 Penalty: 937.676819
	Iteration 0F: 3 clusters Score -1627938 nChanged 14369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1636488.875000 Penalty: 937.676819
	Iteration 1F: 3 clusters Score -1636489 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1636978.625000 Penalty: 937.676819
	Iteration 2Q: 3 clusters Score -1636979 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1637637.875000 Penalty: 937.676819
	Iteration 3Q: 3 clusters Score -1637638 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1638521.625000 Penalty: 937.676819
	Iteration 4F: 3 clusters Score -1638522 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1639788.625000 Penalty: 937.676819
	Iteration 5F: 3 clusters Score -1639789 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1641453.125000 Penalty: 937.676819
	Iteration 6F: 3 clusters Score -1641453 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1642917.375000 Penalty: 937.676819
	Iteration 7F: 3 clusters Score -1642917 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1643650.500000 Penalty: 937.676819
	Iteration 8Q: 3 clusters Score -1643650 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1644065.375000 Penalty: 937.676819
	Iteration 9Q: 3 clusters Score -1644065 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1644412.125000 Penalty: 937.676819
	Iteration 10Q: 3 clusters Score -1644412 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1644755.625000 Penalty: 937.676819
	Iteration 11Q: 3 clusters Score -1644756 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1645095.750000 Penalty: 937.676819
	Iteration 12Q: 3 clusters Score -1645096 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1645410.375000 Penalty: 937.676819
	Iteration 13Q: 3 clusters Score -1645410 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1645701.000000 Penalty: 937.676819
	Iteration 14Q: 3 clusters Score -1645701 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1645981.875000 Penalty: 937.676819
	Iteration 15Q: 3 clusters Score -1645982 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1646220.875000 Penalty: 937.676819
	Iteration 16Q: 3 clusters Score -1646221 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1646380.000000 Penalty: 937.676819
	Iteration 17Q: 3 clusters Score -1646380 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1646475.000000 Penalty: 937.676819
	Iteration 18Q: 3 clusters Score -1646475 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1646558.375000 Penalty: 937.676819
	Iteration 19Q: 3 clusters Score -1646558 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1646608.500000 Penalty: 937.676819
	Iteration 20F: 3 clusters Score -1646608 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1646652.625000 Penalty: 937.676819
	Iteration 21Q: 3 clusters Score -1646653 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1646681.875000 Penalty: 937.676819
	Iteration 22Q: 3 clusters Score -1646682 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1646703.875000 Penalty: 937.676819
	Iteration 23Q: 3 clusters Score -1646704 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1646721.500000 Penalty: 937.676819
	Iteration 24Q: 3 clusters Score -1646722 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1646743.625000 Penalty: 937.676819
	Iteration 25Q: 3 clusters Score -1646744 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1646756.500000 Penalty: 937.676819
	Iteration 26Q: 3 clusters Score -1646756 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1646770.375000 Penalty: 937.676819
	Iteration 27Q: 3 clusters Score -1646770 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1646777.250000 Penalty: 937.676819
	Iteration 28Q: 3 clusters Score -1646777 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1646784.875000 Penalty: 937.676819
	Iteration 29Q: 3 clusters Score -1646785 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1646788.750000 Penalty: 937.676819
	Iteration 30Q: 3 clusters Score -1646789 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1646791.250000 Penalty: 937.676819
	Iteration 31Q: 3 clusters Score -1646791 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1646799.500000 Penalty: 937.676819
	Iteration 32Q: 3 clusters Score -1646800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1646803.500000 Penalty: 937.676819
	Iteration 33Q: 3 clusters Score -1646804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1646806.000000 Penalty: 937.676819
	Iteration 34Q: 3 clusters Score -1646806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1646809.000000 Penalty: 937.676819
	Iteration 35Q: 3 clusters Score -1646809 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1646820.250000 Penalty: 937.676819
	Iteration 36Q: 3 clusters Score -1646820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1646819.250000 Penalty: 937.676819
	Iteration 37Q: 3 clusters Score -1646819 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1646818.375000 Penalty: 937.676819
	Iteration 38Q: 3 clusters Score -1646818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1646817.125000 Penalty: 937.676819
	Iteration 39Q: 3 clusters Score -1646817 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1646827.125000 Penalty: 937.676819
	Iteration 40F: 3 clusters Score -1646827 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1646838.375000 Penalty: 937.676819
	Iteration 41Q: 3 clusters Score -1646838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1646841.625000 Penalty: 937.676819
	Iteration 42Q: 3 clusters Score -1646842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1646845.000000 Penalty: 937.676819
	Iteration 43Q: 3 clusters Score -1646845 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1646858.250000 Penalty: 937.676819
	Iteration 44Q: 3 clusters Score -1646858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1646866.000000 Penalty: 937.676819
	Iteration 45Q: 3 clusters Score -1646866 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1646875.500000 Penalty: 937.676819
	Iteration 46Q: 3 clusters Score -1646876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1646875.750000 Penalty: 937.676819
	Iteration 47Q: 3 clusters Score -1646876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1646883.875000 Penalty: 937.676819
	Iteration 48Q: 3 clusters Score -1646884 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1646889.750000 Penalty: 937.676819
	Iteration 49Q: 3 clusters Score -1646890 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1646889.625000 Penalty: 937.676819
	Iteration 50Q: 3 clusters Score -1646890 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1646900.625000 Penalty: 937.676819
	Iteration 51Q: 3 clusters Score -1646901 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1646915.875000 Penalty: 937.676819
	Iteration 52Q: 3 clusters Score -1646916 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1646925.500000 Penalty: 937.676819
	Iteration 53Q: 3 clusters Score -1646926 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1646932.250000 Penalty: 937.676819
	Iteration 54Q: 3 clusters Score -1646932 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1646942.500000 Penalty: 937.676819
	Iteration 55Q: 3 clusters Score -1646942 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1646949.500000 Penalty: 937.676819
	Iteration 56Q: 3 clusters Score -1646950 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1646960.500000 Penalty: 937.676819
	Iteration 57Q: 3 clusters Score -1646960 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1646965.375000 Penalty: 937.676819
	Iteration 58Q: 3 clusters Score -1646965 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1646970.750000 Penalty: 937.676819
	Iteration 59Q: 3 clusters Score -1646971 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1646981.125000 Penalty: 937.676819
	Iteration 60F: 3 clusters Score -1646981 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1646991.250000 Penalty: 937.676819
	Iteration 61Q: 3 clusters Score -1646991 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1646993.750000 Penalty: 937.676819
	Iteration 62Q: 3 clusters Score -1646994 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1647006.250000 Penalty: 937.676819
	Iteration 63Q: 3 clusters Score -1647006 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1647023.750000 Penalty: 937.676819
	Iteration 64Q: 3 clusters Score -1647024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1647037.125000 Penalty: 937.676819
	Iteration 65Q: 3 clusters Score -1647037 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1647046.875000 Penalty: 937.676819
	Iteration 66Q: 3 clusters Score -1647047 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1647052.750000 Penalty: 937.676819
	Iteration 67Q: 3 clusters Score -1647053 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1647062.625000 Penalty: 937.676819
	Iteration 68Q: 3 clusters Score -1647063 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1647067.125000 Penalty: 937.676819
	Iteration 69Q: 3 clusters Score -1647067 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1647073.000000 Penalty: 937.676819
	Iteration 70Q: 3 clusters Score -1647073 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1647089.625000 Penalty: 937.676819
	Iteration 71Q: 3 clusters Score -1647090 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1647096.375000 Penalty: 937.676819
	Iteration 72Q: 3 clusters Score -1647096 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1647103.375000 Penalty: 937.676819
	Iteration 73Q: 3 clusters Score -1647103 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1647117.125000 Penalty: 937.676819
	Iteration 74Q: 3 clusters Score -1647117 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1647124.000000 Penalty: 937.676819
	Iteration 75Q: 3 clusters Score -1647124 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1647131.750000 Penalty: 937.676819
	Iteration 76Q: 3 clusters Score -1647132 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1647130.250000 Penalty: 937.676819
	Iteration 77Q: 3 clusters Score -1647130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1647142.250000 Penalty: 937.676819
	Iteration 78Q: 3 clusters Score -1647142 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1647143.875000 Penalty: 937.676819
	Iteration 79Q: 3 clusters Score -1647144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1647148.875000 Penalty: 937.676819
	Iteration 80F: 3 clusters Score -1647149 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1647156.250000 Penalty: 937.676819
	Iteration 81Q: 3 clusters Score -1647156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1647163.500000 Penalty: 937.676819
	Iteration 82Q: 3 clusters Score -1647164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1647169.000000 Penalty: 937.676819
	Iteration 83Q: 3 clusters Score -1647169 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1647180.500000 Penalty: 937.676819
	Iteration 84Q: 3 clusters Score -1647180 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1647194.750000 Penalty: 937.676819
	Iteration 85Q: 3 clusters Score -1647195 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1647206.250000 Penalty: 937.676819
	Iteration 86Q: 3 clusters Score -1647206 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1647211.750000 Penalty: 937.676819
	Iteration 87Q: 3 clusters Score -1647212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1647222.875000 Penalty: 937.676819
	Iteration 88Q: 3 clusters Score -1647223 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1647228.500000 Penalty: 937.676819
	Iteration 89Q: 3 clusters Score -1647228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1647234.500000 Penalty: 937.676819
	Iteration 90Q: 3 clusters Score -1647234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1647249.375000 Penalty: 937.676819
	Iteration 91Q: 3 clusters Score -1647249 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1647260.875000 Penalty: 937.676819
	Iteration 92Q: 3 clusters Score -1647261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1647265.000000 Penalty: 937.676819
	Iteration 93Q: 3 clusters Score -1647265 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1647278.875000 Penalty: 937.676819
	Iteration 94Q: 3 clusters Score -1647279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1647278.250000 Penalty: 937.676819
	Iteration 95Q: 3 clusters Score -1647278 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1647294.375000 Penalty: 937.676819
	Iteration 96Q: 3 clusters Score -1647294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1647300.875000 Penalty: 937.676819
	Iteration 97Q: 3 clusters Score -1647301 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1647302.875000 Penalty: 937.676819
	Iteration 98Q: 3 clusters Score -1647303 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1647304.500000 Penalty: 937.676819
	Iteration 99Q: 3 clusters Score -1647304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1647304.750000 Penalty: 937.676819
	Iteration 100F: 3 clusters Score -1647305 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1647308.250000 Penalty: 937.676819
	Iteration 101Q: 3 clusters Score -1647308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1647311.375000 Penalty: 937.676819
	Iteration 102Q: 3 clusters Score -1647311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1647312.750000 Penalty: 937.676819
	Iteration 103Q: 3 clusters Score -1647313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1647319.875000 Penalty: 937.676819
	Iteration 104Q: 3 clusters Score -1647320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1647323.125000 Penalty: 937.676819
	Iteration 105Q: 3 clusters Score -1647323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1647325.250000 Penalty: 937.676819
	Iteration 106Q: 3 clusters Score -1647325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1647327.500000 Penalty: 937.676819
	Iteration 107Q: 3 clusters Score -1647328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1647328.125000 Penalty: 937.676819
	Iteration 108Q: 3 clusters Score -1647328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1647326.750000 Penalty: 937.676819
	Iteration 109Q: 3 clusters Score -1647327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1647325.875000 Penalty: 937.676819
	Iteration 110Q: 3 clusters Score -1647326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1647327.000000 Penalty: 937.676819
	Iteration 111Q: 3 clusters Score -1647327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1647326.000000 Penalty: 937.676819
	Iteration 112Q: 3 clusters Score -1647326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1647326.750000 Penalty: 937.676819
	Iteration 113Q: 3 clusters Score -1647327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1647326.750000 Penalty: 937.676819
	Iteration 114F: 3 clusters Score -1647327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -14618.455078 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -14618.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14277.414062 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -14277.41 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14399.311523 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -14399.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -14461.436523 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -14461.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14470.947266 Penalty: 519.949707
	Iteration 3Q: 3 clusters Score -14470.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14476.572266 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -14476.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14480.381836 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -14480.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14487.582031 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -14487.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -14494.222656 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -14494.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -14496.156250 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -14496.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -14496.156250 Penalty: 519.949707
	Iteration 9F: 3 clusters Score -14496.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -28913.289062 Penalty: 289.986053
	Iteration 0F: 2 clusters Score -28913.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28372.164062 Penalty: 579.972107
	Iteration 0F: 3 clusters Score -28372.16 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28499.605469 Penalty: 579.972107
	Iteration 1F: 3 clusters Score -28499.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28545.304688 Penalty: 579.972107
	Iteration 2F: 3 clusters Score -28545.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28571.335938 Penalty: 579.972107
	Iteration 3F: 3 clusters Score -28571.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28586.205078 Penalty: 579.972107
	Iteration 4Q: 3 clusters Score -28586.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28591.279297 Penalty: 579.972107
	Iteration 5Q: 3 clusters Score -28591.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28597.369141 Penalty: 579.972107
	Iteration 6Q: 3 clusters Score -28597.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28608.691406 Penalty: 579.972107
	Iteration 7Q: 3 clusters Score -28608.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28626.039062 Penalty: 579.972107
	Iteration 8Q: 3 clusters Score -28626.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28641.324219 Penalty: 579.972107
	Iteration 9Q: 3 clusters Score -28641.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28651.359375 Penalty: 579.972107
	Iteration 10Q: 3 clusters Score -28651.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28655.917969 Penalty: 579.972107
	Iteration 11Q: 3 clusters Score -28655.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28664.248047 Penalty: 579.972107
	Iteration 12Q: 3 clusters Score -28664.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28673.470703 Penalty: 579.972107
	Iteration 13Q: 3 clusters Score -28673.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28678.425781 Penalty: 579.972107
	Iteration 14Q: 3 clusters Score -28678.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28679.765625 Penalty: 579.972107
	Iteration 15Q: 3 clusters Score -28679.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28680.578125 Penalty: 579.972107
	Iteration 16Q: 3 clusters Score -28680.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28680.755859 Penalty: 579.972107
	Iteration 17Q: 3 clusters Score -28680.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28681.388672 Penalty: 579.972107
	Iteration 18Q: 3 clusters Score -28681.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28681.863281 Penalty: 579.972107
	Iteration 19Q: 3 clusters Score -28681.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28682.097656 Penalty: 579.972107
	Iteration 20F: 3 clusters Score -28682.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -22268.281250 Penalty: 280.622009
	Iteration 0F: 2 clusters Score -22268.28 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 222 members 
Entering Unmasked Estep 
Score: -21787.285156 Penalty: 561.244019
	Iteration 0F: 3 clusters Score -21787.29 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21894.791016 Penalty: 561.244019
	Iteration 1F: 3 clusters Score -21894.79 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21942.845703 Penalty: 561.244019
	Iteration 2F: 3 clusters Score -21942.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21965.673828 Penalty: 561.244019
	Iteration 3F: 3 clusters Score -21965.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21977.001953 Penalty: 561.244019
	Iteration 4Q: 3 clusters Score -21977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21989.935547 Penalty: 561.244019
	Iteration 5Q: 3 clusters Score -21989.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21996.720703 Penalty: 561.244019
	Iteration 6Q: 3 clusters Score -21996.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22000.605469 Penalty: 561.244019
	Iteration 7Q: 3 clusters Score -22000.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22003.882812 Penalty: 561.244019
	Iteration 8Q: 3 clusters Score -22003.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22004.113281 Penalty: 561.244019
	Iteration 9Q: 3 clusters Score -22004.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22004.314453 Penalty: 561.244019
	Iteration 10Q: 3 clusters Score -22004.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22004.478516 Penalty: 561.244019
	Iteration 11Q: 3 clusters Score -22004.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22004.478516 Penalty: 561.244019
	Iteration 12F: 3 clusters Score -22004.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -30774.628906 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -30774.63 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 319 members 
Entering Unmasked Estep 
Score: -30194.234375 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -30194.23 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30375.761719 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -30375.76 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30401.722656 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -30401.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -30415.554688 Penalty: 592.162231
	Iteration 3Q: 3 clusters Score -30415.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30423.001953 Penalty: 592.162231
	Iteration 4Q: 3 clusters Score -30423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30430.019531 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -30430.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30439.429688 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -30439.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30450.871094 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -30450.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30467.824219 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -30467.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30478.589844 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -30478.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30484.671875 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -30484.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30491.408203 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -30491.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30500.187500 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -30500.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30508.558594 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -30508.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30513.486328 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -30513.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30518.900391 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -30518.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30521.097656 Penalty: 592.162231
	Iteration 16Q: 3 clusters Score -30521.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30522.017578 Penalty: 592.162231
	Iteration 17Q: 3 clusters Score -30522.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -30524.712891 Penalty: 592.162231
	Iteration 18Q: 3 clusters Score -30524.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30527.054688 Penalty: 592.162231
	Iteration 19Q: 3 clusters Score -30527.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -30532.910156 Penalty: 592.162231
	Iteration 20F: 3 clusters Score -30532.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -30537.193359 Penalty: 592.162231
	Iteration 21Q: 3 clusters Score -30537.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -30542.281250 Penalty: 592.162231
	Iteration 22Q: 3 clusters Score -30542.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -30549.230469 Penalty: 592.162231
	Iteration 23Q: 3 clusters Score -30549.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -30557.294922 Penalty: 592.162231
	Iteration 24Q: 3 clusters Score -30557.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -30561.855469 Penalty: 592.162231
	Iteration 25Q: 3 clusters Score -30561.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -30568.128906 Penalty: 592.162231
	Iteration 26Q: 3 clusters Score -30568.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -30578.960938 Penalty: 592.162231
	Iteration 27Q: 3 clusters Score -30578.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -30585.703125 Penalty: 592.162231
	Iteration 28Q: 3 clusters Score -30585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -30590.605469 Penalty: 592.162231
	Iteration 29Q: 3 clusters Score -30590.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -30598.187500 Penalty: 592.162231
	Iteration 30Q: 3 clusters Score -30598.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -30601.341797 Penalty: 592.162231
	Iteration 31Q: 3 clusters Score -30601.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -30602.703125 Penalty: 592.162231
	Iteration 32Q: 3 clusters Score -30602.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -30604.261719 Penalty: 592.162231
	Iteration 33Q: 3 clusters Score -30604.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30605.466797 Penalty: 592.162231
	Iteration 34Q: 3 clusters Score -30605.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30605.466797 Penalty: 592.162231
	Iteration 35F: 3 clusters Score -30605.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (76947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76947 members 
Entering Unmasked Estep 
Score: -4203510.000000 Penalty: 511.914703
	Iteration 0F: 2 clusters Score -4203510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -4151479.250000 Penalty: 1023.829407
	Iteration 0F: 3 clusters Score -4151479 nChanged 37437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -4175373.750000 Penalty: 1023.829407
	Iteration 1F: 3 clusters Score -4175374 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -4177761.750000 Penalty: 1023.829407
	Iteration 2F: 3 clusters Score -4177762 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -4181646.250000 Penalty: 1023.829407
	Iteration 3F: 3 clusters Score -4181646 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -4187084.750000 Penalty: 1023.829407
	Iteration 4F: 3 clusters Score -4187085 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -4192869.750000 Penalty: 1023.829407
	Iteration 5F: 3 clusters Score -4192870 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -4197316.000000 Penalty: 1023.829407
	Iteration 6F: 3 clusters Score -4197316 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
Score: -4199598.000000 Penalty: 1023.829407
	Iteration 7Q: 3 clusters Score -4199598 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 72986 members 
Entering Unmasked Estep 
Score: -4200734.500000 Penalty: 1023.829407
	Iteration 8Q: 3 clusters Score -4200734 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -4201397.500000 Penalty: 1023.829407
	Iteration 9Q: 3 clusters Score -4201398 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 74471 members 
Entering Unmasked Estep 
Score: -4201781.500000 Penalty: 1023.829407
	Iteration 10Q: 3 clusters Score -4201782 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -4202109.000000 Penalty: 1023.829407
	Iteration 11Q: 3 clusters Score -4202109 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -4202359.500000 Penalty: 1023.829407
	Iteration 12Q: 3 clusters Score -4202360 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -4202572.500000 Penalty: 1023.829407
	Iteration 13Q: 3 clusters Score -4202572 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 76034 members 
Entering Unmasked Estep 
Score: -4202732.500000 Penalty: 1023.829407
	Iteration 14Q: 3 clusters Score -4202732 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -4202832.000000 Penalty: 1023.829407
	Iteration 15Q: 3 clusters Score -4202832 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -4202918.000000 Penalty: 1023.829407
	Iteration 16Q: 3 clusters Score -4202918 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -4203001.000000 Penalty: 1023.829407
	Iteration 17Q: 3 clusters Score -4203001 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -4203049.500000 Penalty: 1023.829407
	Iteration 18Q: 3 clusters Score -4203050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 76598 members 
Entering Unmasked Estep 
Score: -4203074.500000 Penalty: 1023.829407
	Iteration 19Q: 3 clusters Score -4203074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 76622 members 
Entering Unmasked Estep 
Score: -4203076.500000 Penalty: 1023.829407
	Iteration 20F: 3 clusters Score -4203076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -4203083.000000 Penalty: 1023.829407
	Iteration 21Q: 3 clusters Score -4203083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -4203097.000000 Penalty: 1023.829407
	Iteration 22Q: 3 clusters Score -4203097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -4203103.500000 Penalty: 1023.829407
	Iteration 23Q: 3 clusters Score -4203104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 76662 members 
Entering Unmasked Estep 
Score: -4203108.000000 Penalty: 1023.829407
	Iteration 24Q: 3 clusters Score -4203108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 76672 members 
Entering Unmasked Estep 
Score: -4203115.500000 Penalty: 1023.829407
	Iteration 25Q: 3 clusters Score -4203116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 76675 members 
Entering Unmasked Estep 
Score: -4203117.500000 Penalty: 1023.829407
	Iteration 26Q: 3 clusters Score -4203118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -4203125.500000 Penalty: 1023.829407
	Iteration 27Q: 3 clusters Score -4203126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 76681 members 
Entering Unmasked Estep 
Score: -4203131.000000 Penalty: 1023.829407
	Iteration 28Q: 3 clusters Score -4203131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -4203132.500000 Penalty: 1023.829407
	Iteration 29Q: 3 clusters Score -4203132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 76686 members 
Entering Unmasked Estep 
Score: -4203134.000000 Penalty: 1023.829407
	Iteration 30Q: 3 clusters Score -4203134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 76689 members 
Entering Unmasked Estep 
Score: -4203134.000000 Penalty: 1023.829407
	Iteration 31Q: 3 clusters Score -4203134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -4203138.000000 Penalty: 1023.829407
	Iteration 32Q: 3 clusters Score -4203138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 76689 members 
Entering Unmasked Estep 
Score: -4203141.500000 Penalty: 1023.829407
	Iteration 33Q: 3 clusters Score -4203142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 76688 members 
Entering Unmasked Estep 
Score: -4203138.500000 Penalty: 1023.829407
	Iteration 34Q: 3 clusters Score -4203138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 76687 members 
Entering Unmasked Estep 
Score: -4203137.000000 Penalty: 1023.829407
	Iteration 35Q: 3 clusters Score -4203137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 76687 members 
Entering Unmasked Estep 
Score: -4203137.000000 Penalty: 1023.829407
	Iteration 36F: 3 clusters Score -4203137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -4130.522461 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -4130.522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3933.159668 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -3933.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3995.996826 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -3995.997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4005.584473 Penalty: 424.372986
	Iteration 2F: 3 clusters Score -4005.584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -18278.294922 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -18278.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17885.822266 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -17885.82 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17980.371094 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -17980.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18001.271484 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -18001.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18009.437500 Penalty: 531.233459
	Iteration 3Q: 3 clusters Score -18009.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18014.046875 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -18014.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18017.726562 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -18017.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18022.730469 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -18022.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18024.210938 Penalty: 531.233459
	Iteration 7Q: 3 clusters Score -18024.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18025.916016 Penalty: 531.233459
	Iteration 8Q: 3 clusters Score -18025.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18026.744141 Penalty: 531.233459
	Iteration 9Q: 3 clusters Score -18026.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18027.781250 Penalty: 531.233459
	Iteration 10Q: 3 clusters Score -18027.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18028.511719 Penalty: 531.233459
	Iteration 11Q: 3 clusters Score -18028.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18028.511719 Penalty: 531.233459
	Iteration 12F: 3 clusters Score -18028.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -18516.009766 Penalty: 271.576202
	Iteration 0F: 2 clusters Score -18516.01 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: -18106.699219 Penalty: 543.152405
	Iteration 0F: 3 clusters Score -18106.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18193.679688 Penalty: 543.152405
	Iteration 1F: 3 clusters Score -18193.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18225.986328 Penalty: 543.152405
	Iteration 2F: 3 clusters Score -18225.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18240.199219 Penalty: 543.152405
	Iteration 3F: 3 clusters Score -18240.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18247.009766 Penalty: 543.152405
	Iteration 4Q: 3 clusters Score -18247.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18254.515625 Penalty: 543.152405
	Iteration 5Q: 3 clusters Score -18254.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -18258.695312 Penalty: 543.152405
	Iteration 6Q: 3 clusters Score -18258.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -18266.207031 Penalty: 543.152405
	Iteration 7Q: 3 clusters Score -18266.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -18273.679688 Penalty: 543.152405
	Iteration 8Q: 3 clusters Score -18273.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18281.964844 Penalty: 543.152405
	Iteration 9Q: 3 clusters Score -18281.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -18297.328125 Penalty: 543.152405
	Iteration 10Q: 3 clusters Score -18297.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -18337.373047 Penalty: 543.152405
	Iteration 11Q: 3 clusters Score -18337.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -18361.921875 Penalty: 543.152405
	Iteration 12Q: 3 clusters Score -18361.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -18369.109375 Penalty: 543.152405
	Iteration 13Q: 3 clusters Score -18369.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -18373.123047 Penalty: 543.152405
	Iteration 14Q: 3 clusters Score -18373.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -18375.007812 Penalty: 543.152405
	Iteration 15Q: 3 clusters Score -18375.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -18375.007812 Penalty: 543.152405
	Iteration 16F: 3 clusters Score -18375.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -13371.180664 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -13371.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13038.381836 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -13038.38 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13100.573242 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -13100.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13115.063477 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -13115.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13120.139648 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -13120.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13123.318359 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -13123.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13127.268555 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -13127.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13127.882812 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -13127.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13127.882812 Penalty: 507.411377
	Iteration 7F: 3 clusters Score -13127.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Entering Unmasked Estep 
Score: -611254.875000 Penalty: 423.158264
	Iteration 0F: 2 clusters Score -611254.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -604051.375000 Penalty: 846.316528
	Iteration 0F: 3 clusters Score -604051.4 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -607218.687500 Penalty: 846.316528
	Iteration 1F: 3 clusters Score -607218.7 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -607715.937500 Penalty: 846.316528
	Iteration 2F: 3 clusters Score -607715.9 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -608346.062500 Penalty: 846.316528
	Iteration 3F: 3 clusters Score -608346.1 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -609021.437500 Penalty: 846.316528
	Iteration 4F: 3 clusters Score -609021.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -609481.187500 Penalty: 846.316528
	Iteration 5F: 3 clusters Score -609481.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -609623.062500 Penalty: 846.316528
	Iteration 6Q: 3 clusters Score -609623.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -609685.625000 Penalty: 846.316528
	Iteration 7Q: 3 clusters Score -609685.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -609712.562500 Penalty: 846.316528
	Iteration 8Q: 3 clusters Score -609712.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -609738.750000 Penalty: 846.316528
	Iteration 9Q: 3 clusters Score -609738.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -609762.312500 Penalty: 846.316528
	Iteration 10Q: 3 clusters Score -609762.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -609781.375000 Penalty: 846.316528
	Iteration 11Q: 3 clusters Score -609781.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -609799.437500 Penalty: 846.316528
	Iteration 12Q: 3 clusters Score -609799.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -609815.125000 Penalty: 846.316528
	Iteration 13Q: 3 clusters Score -609815.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -609832.687500 Penalty: 846.316528
	Iteration 14Q: 3 clusters Score -609832.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -609850.125000 Penalty: 846.316528
	Iteration 15Q: 3 clusters Score -609850.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -609865.875000 Penalty: 846.316528
	Iteration 16Q: 3 clusters Score -609865.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -609885.312500 Penalty: 846.316528
	Iteration 17Q: 3 clusters Score -609885.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -609908.437500 Penalty: 846.316528
	Iteration 18Q: 3 clusters Score -609908.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -609931.625000 Penalty: 846.316528
	Iteration 19Q: 3 clusters Score -609931.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -609960.312500 Penalty: 846.316528
	Iteration 20F: 3 clusters Score -609960.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -609982.812500 Penalty: 846.316528
	Iteration 21Q: 3 clusters Score -609982.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -610006.375000 Penalty: 846.316528
	Iteration 22Q: 3 clusters Score -610006.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -610032.750000 Penalty: 846.316528
	Iteration 23Q: 3 clusters Score -610032.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -610049.437500 Penalty: 846.316528
	Iteration 24Q: 3 clusters Score -610049.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -610065.500000 Penalty: 846.316528
	Iteration 25Q: 3 clusters Score -610065.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -610079.312500 Penalty: 846.316528
	Iteration 26Q: 3 clusters Score -610079.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -610093.312500 Penalty: 846.316528
	Iteration 27Q: 3 clusters Score -610093.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -610114.687500 Penalty: 846.316528
	Iteration 28Q: 3 clusters Score -610114.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -610135.187500 Penalty: 846.316528
	Iteration 29Q: 3 clusters Score -610135.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -610159.687500 Penalty: 846.316528
	Iteration 30Q: 3 clusters Score -610159.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -610188.500000 Penalty: 846.316528
	Iteration 31Q: 3 clusters Score -610188.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -610228.687500 Penalty: 846.316528
	Iteration 32Q: 3 clusters Score -610228.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -610262.687500 Penalty: 846.316528
	Iteration 33Q: 3 clusters Score -610262.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -610294.000000 Penalty: 846.316528
	Iteration 34Q: 3 clusters Score -610294 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -610335.875000 Penalty: 846.316528
	Iteration 35Q: 3 clusters Score -610335.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -610378.937500 Penalty: 846.316528
	Iteration 36Q: 3 clusters Score -610378.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -610420.062500 Penalty: 846.316528
	Iteration 37Q: 3 clusters Score -610420.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -610465.937500 Penalty: 846.316528
	Iteration 38Q: 3 clusters Score -610465.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -610510.312500 Penalty: 846.316528
	Iteration 39Q: 3 clusters Score -610510.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -610548.500000 Penalty: 846.316528
	Iteration 40F: 3 clusters Score -610548.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -610583.000000 Penalty: 846.316528
	Iteration 41Q: 3 clusters Score -610583 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -610613.312500 Penalty: 846.316528
	Iteration 42Q: 3 clusters Score -610613.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -610636.187500 Penalty: 846.316528
	Iteration 43Q: 3 clusters Score -610636.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -610664.375000 Penalty: 846.316528
	Iteration 44Q: 3 clusters Score -610664.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -610687.875000 Penalty: 846.316528
	Iteration 45Q: 3 clusters Score -610687.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -610709.187500 Penalty: 846.316528
	Iteration 46Q: 3 clusters Score -610709.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -610725.375000 Penalty: 846.316528
	Iteration 47Q: 3 clusters Score -610725.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -610742.812500 Penalty: 846.316528
	Iteration 48Q: 3 clusters Score -610742.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -610754.437500 Penalty: 846.316528
	Iteration 49Q: 3 clusters Score -610754.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -610766.000000 Penalty: 846.316528
	Iteration 50Q: 3 clusters Score -610766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -610779.125000 Penalty: 846.316528
	Iteration 51Q: 3 clusters Score -610779.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -610786.375000 Penalty: 846.316528
	Iteration 52Q: 3 clusters Score -610786.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -610788.187500 Penalty: 846.316528
	Iteration 53Q: 3 clusters Score -610788.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -610794.000000 Penalty: 846.316528
	Iteration 54Q: 3 clusters Score -610794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -610795.500000 Penalty: 846.316528
	Iteration 55Q: 3 clusters Score -610795.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -610799.312500 Penalty: 846.316528
	Iteration 56Q: 3 clusters Score -610799.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -610805.000000 Penalty: 846.316528
	Iteration 57Q: 3 clusters Score -610805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -610808.812500 Penalty: 846.316528
	Iteration 58Q: 3 clusters Score -610808.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -610812.312500 Penalty: 846.316528
	Iteration 59Q: 3 clusters Score -610812.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -610817.250000 Penalty: 846.316528
	Iteration 60F: 3 clusters Score -610817.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -610820.937500 Penalty: 846.316528
	Iteration 61Q: 3 clusters Score -610820.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -610822.625000 Penalty: 846.316528
	Iteration 62Q: 3 clusters Score -610822.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -610824.375000 Penalty: 846.316528
	Iteration 63Q: 3 clusters Score -610824.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -610828.187500 Penalty: 846.316528
	Iteration 64Q: 3 clusters Score -610828.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -610830.437500 Penalty: 846.316528
	Iteration 65Q: 3 clusters Score -610830.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -610832.187500 Penalty: 846.316528
	Iteration 66Q: 3 clusters Score -610832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -610831.937500 Penalty: 846.316528
	Iteration 67Q: 3 clusters Score -610831.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -610831.937500 Penalty: 846.316528
	Iteration 68F: 3 clusters Score -610831.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Entering Unmasked Estep 
Score: -119791.906250 Penalty: 349.468994
	Iteration 0F: 2 clusters Score -119791.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -118244.179688 Penalty: 698.937988
	Iteration 0F: 3 clusters Score -118244.2 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -118731.125000 Penalty: 698.937988
	Iteration 1F: 3 clusters Score -118731.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -118802.835938 Penalty: 698.937988
	Iteration 2F: 3 clusters Score -118802.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -118879.601562 Penalty: 698.937988
	Iteration 3F: 3 clusters Score -118879.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -119010.601562 Penalty: 698.937988
	Iteration 4F: 3 clusters Score -119010.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -119160.453125 Penalty: 698.937988
	Iteration 5F: 3 clusters Score -119160.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -119304.773438 Penalty: 698.937988
	Iteration 6F: 3 clusters Score -119304.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -119418.609375 Penalty: 698.937988
	Iteration 7F: 3 clusters Score -119418.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -119488.859375 Penalty: 698.937988
	Iteration 8Q: 3 clusters Score -119488.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -119534.015625 Penalty: 698.937988
	Iteration 9Q: 3 clusters Score -119534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -119558.484375 Penalty: 698.937988
	Iteration 10Q: 3 clusters Score -119558.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -119579.320312 Penalty: 698.937988
	Iteration 11Q: 3 clusters Score -119579.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -119594.148438 Penalty: 698.937988
	Iteration 12Q: 3 clusters Score -119594.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -119600.187500 Penalty: 698.937988
	Iteration 13Q: 3 clusters Score -119600.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -119603.250000 Penalty: 698.937988
	Iteration 14Q: 3 clusters Score -119603.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -119605.906250 Penalty: 698.937988
	Iteration 15Q: 3 clusters Score -119605.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -119608.562500 Penalty: 698.937988
	Iteration 16Q: 3 clusters Score -119608.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -119610.570312 Penalty: 698.937988
	Iteration 17Q: 3 clusters Score -119610.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -119612.187500 Penalty: 698.937988
	Iteration 18Q: 3 clusters Score -119612.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -119613.125000 Penalty: 698.937988
	Iteration 19Q: 3 clusters Score -119613.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -119614.398438 Penalty: 698.937988
	Iteration 20F: 3 clusters Score -119614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -119614.867188 Penalty: 698.937988
	Iteration 21Q: 3 clusters Score -119614.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -119615.460938 Penalty: 698.937988
	Iteration 22Q: 3 clusters Score -119615.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -119615.757812 Penalty: 698.937988
	Iteration 23Q: 3 clusters Score -119615.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -119616.828125 Penalty: 698.937988
	Iteration 24Q: 3 clusters Score -119616.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -119617.296875 Penalty: 698.937988
	Iteration 25Q: 3 clusters Score -119617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -119617.812500 Penalty: 698.937988
	Iteration 26Q: 3 clusters Score -119617.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -119618.070312 Penalty: 698.937988
	Iteration 27Q: 3 clusters Score -119618.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -119618.601562 Penalty: 698.937988
	Iteration 28Q: 3 clusters Score -119618.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -119618.882812 Penalty: 698.937988
	Iteration 29Q: 3 clusters Score -119618.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -119619.187500 Penalty: 698.937988
	Iteration 30Q: 3 clusters Score -119619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -119619.187500 Penalty: 698.937988
	Iteration 31F: 3 clusters Score -119619.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -31637.152344 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -31637.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31042.037109 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -31042.04 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31261.208984 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -31261.21 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31318.443359 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -31318.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31360.361328 Penalty: 594.970703
	Iteration 3F: 3 clusters Score -31360.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31385.496094 Penalty: 594.970703
	Iteration 4Q: 3 clusters Score -31385.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31408.361328 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -31408.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31420.646484 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -31420.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31430.835938 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -31430.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31436.699219 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -31436.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31440.617188 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -31440.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31443.816406 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -31443.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31447.039062 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -31447.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31448.345703 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -31448.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31448.859375 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -31448.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31449.683594 Penalty: 594.970703
	Iteration 14Q: 3 clusters Score -31449.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31451.640625 Penalty: 594.970703
	Iteration 15Q: 3 clusters Score -31451.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31456.007812 Penalty: 594.970703
	Iteration 16Q: 3 clusters Score -31456.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31459.048828 Penalty: 594.970703
	Iteration 17Q: 3 clusters Score -31459.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31464.591797 Penalty: 594.970703
	Iteration 18Q: 3 clusters Score -31464.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31470.544922 Penalty: 594.970703
	Iteration 19Q: 3 clusters Score -31470.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31474.494141 Penalty: 594.970703
	Iteration 20F: 3 clusters Score -31474.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31477.564453 Penalty: 594.970703
	Iteration 21Q: 3 clusters Score -31477.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -31480.839844 Penalty: 594.970703
	Iteration 22Q: 3 clusters Score -31480.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31488.236328 Penalty: 594.970703
	Iteration 23Q: 3 clusters Score -31488.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31491.636719 Penalty: 594.970703
	Iteration 24Q: 3 clusters Score -31491.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31491.976562 Penalty: 594.970703
	Iteration 25Q: 3 clusters Score -31491.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31491.976562 Penalty: 594.970703
	Iteration 26F: 3 clusters Score -31491.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -15785.606445 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -15785.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15404.019531 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -15404.02 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15515.028320 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -15515.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15548.775391 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -15548.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15568.024414 Penalty: 534.618713
	Iteration 3Q: 3 clusters Score -15568.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15585.877930 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -15585.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15604.781250 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -15604.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15617.030273 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -15617.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15622.554688 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -15622.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15625.505859 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -15625.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15625.505859 Penalty: 534.618713
	Iteration 9F: 3 clusters Score -15625.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -3312.730957 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -3312.731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3128.734375 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3128.734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3181.028076 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3181.028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -59721.984375 Penalty: 315.824158
	Iteration 0F: 2 clusters Score -59721.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -58874.683594 Penalty: 631.648315
	Iteration 0F: 3 clusters Score -58874.68 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -59121.910156 Penalty: 631.648315
	Iteration 1F: 3 clusters Score -59121.91 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -59167.816406 Penalty: 631.648315
	Iteration 2F: 3 clusters Score -59167.82 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -59215.687500 Penalty: 631.648315
	Iteration 3F: 3 clusters Score -59215.69 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -59247.921875 Penalty: 631.648315
	Iteration 4F: 3 clusters Score -59247.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -59260.644531 Penalty: 631.648315
	Iteration 5Q: 3 clusters Score -59260.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -59272.042969 Penalty: 631.648315
	Iteration 6Q: 3 clusters Score -59272.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -59280.179688 Penalty: 631.648315
	Iteration 7Q: 3 clusters Score -59280.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -59289.488281 Penalty: 631.648315
	Iteration 8Q: 3 clusters Score -59289.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -59308.468750 Penalty: 631.648315
	Iteration 9Q: 3 clusters Score -59308.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -59323.023438 Penalty: 631.648315
	Iteration 10Q: 3 clusters Score -59323.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -59333.433594 Penalty: 631.648315
	Iteration 11Q: 3 clusters Score -59333.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -59351.292969 Penalty: 631.648315
	Iteration 12Q: 3 clusters Score -59351.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -59367.750000 Penalty: 631.648315
	Iteration 13Q: 3 clusters Score -59367.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -59381.078125 Penalty: 631.648315
	Iteration 14Q: 3 clusters Score -59381.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -59388.937500 Penalty: 631.648315
	Iteration 15Q: 3 clusters Score -59388.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -59398.246094 Penalty: 631.648315
	Iteration 16Q: 3 clusters Score -59398.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -59414.023438 Penalty: 631.648315
	Iteration 17Q: 3 clusters Score -59414.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -59420.972656 Penalty: 631.648315
	Iteration 18Q: 3 clusters Score -59420.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -59426.175781 Penalty: 631.648315
	Iteration 19Q: 3 clusters Score -59426.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -59430.441406 Penalty: 631.648315
	Iteration 20F: 3 clusters Score -59430.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -59432.562500 Penalty: 631.648315
	Iteration 21Q: 3 clusters Score -59432.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -59434.027344 Penalty: 631.648315
	Iteration 22Q: 3 clusters Score -59434.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -59435.546875 Penalty: 631.648315
	Iteration 23Q: 3 clusters Score -59435.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -59435.988281 Penalty: 631.648315
	Iteration 24Q: 3 clusters Score -59435.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -59437.796875 Penalty: 631.648315
	Iteration 25Q: 3 clusters Score -59437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -59438.511719 Penalty: 631.648315
	Iteration 26Q: 3 clusters Score -59438.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -59438.511719 Penalty: 631.648315
	Iteration 27F: 3 clusters Score -59438.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -12962.047852 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -12962.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12613.457031 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -12613.46 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12683.685547 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -12683.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12706.578125 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -12706.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12722.788086 Penalty: 508.439636
	Iteration 3F: 3 clusters Score -12722.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12735.818359 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -12735.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12743.063477 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -12743.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12747.656250 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -12747.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12747.656250 Penalty: 508.439636
	Iteration 7F: 3 clusters Score -12747.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -14179.233398 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -14179.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13803.769531 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -13803.77 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13890.969727 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -13890.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13914.166992 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -13914.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13917.758789 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -13917.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13923.242188 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -13923.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13925.158203 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -13925.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13934.976562 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -13934.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13941.351562 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -13941.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13947.425781 Penalty: 522.613281
	Iteration 8Q: 3 clusters Score -13947.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13950.430664 Penalty: 522.613281
	Iteration 9Q: 3 clusters Score -13950.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13950.430664 Penalty: 522.613281
	Iteration 10F: 3 clusters Score -13950.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8292.327148 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -8292.327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8027.898438 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -8027.898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8138.854004 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -8138.854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8166.061035 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -8166.061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8194.282227 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -8194.282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8199.428711 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -8199.429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8199.948242 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -8199.948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8199.948242 Penalty: 485.277405
	Iteration 6F: 3 clusters Score -8199.948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -17475.082031 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -17475.08 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 207 members 
Entering Unmasked Estep 
Score: -17063.740234 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -17063.74 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17169.625000 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -17169.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -17193.173828 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -17193.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -17217.554688 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -17217.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -17227.511719 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -17227.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -17240.244141 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -17240.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17248.798828 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -17248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -17252.802734 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -17252.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -17254.208984 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -17254.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -17254.208984 Penalty: 542.919373
	Iteration 9F: 3 clusters Score -17254.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (300801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300801 members 
Entering Unmasked Estep 
Score: -15975649.000000 Penalty: 573.946289
	Iteration 0F: 2 clusters Score -1.597565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150649 members 
Mstep: Class 2 contains 150152 members 
Entering Unmasked Estep 
Score: -15791159.000000 Penalty: 1147.892578
	Iteration 0F: 3 clusters Score -1.579116e+07 nChanged 148698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170445 members 
Mstep: Class 2 contains 130356 members 
Entering Unmasked Estep 
Score: -15882679.000000 Penalty: 1147.892578
	Iteration 1F: 3 clusters Score -1.588268e+07 nChanged 15353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183104 members 
Mstep: Class 2 contains 117697 members 
Entering Unmasked Estep 
Score: -15888173.000000 Penalty: 1147.892578
	Iteration 2F: 3 clusters Score -1.588817e+07 nChanged 20328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201518 members 
Mstep: Class 2 contains 99283 members 
Entering Unmasked Estep 
Score: -15899062.000000 Penalty: 1147.892578
	Iteration 3F: 3 clusters Score -1.589906e+07 nChanged 25143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225343 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -15916716.000000 Penalty: 1147.892578
	Iteration 4F: 3 clusters Score -1.591672e+07 nChanged 26752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251449 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -15939242.000000 Penalty: 1147.892578
	Iteration 5F: 3 clusters Score -1.593924e+07 nChanged 21840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272981 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -15962993.000000 Penalty: 1147.892578
	Iteration 6F: 3 clusters Score -1.596299e+07 nChanged 14219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287066 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -15973470.000000 Penalty: 1147.892578
	Iteration 7Q: 3 clusters Score -1.597347e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295095 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -15975397.000000 Penalty: 1147.892578
	Iteration 8Q: 3 clusters Score -1.59754e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298583 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -15975441.000000 Penalty: 1147.892578
	Iteration 9Q: 3 clusters Score -1.597544e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299864 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -15975393.000000 Penalty: 1147.892578
	Iteration 10Q: 3 clusters Score -1.597539e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300303 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -15975370.000000 Penalty: 1147.892578
	Iteration 11Q: 3 clusters Score -1.597537e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300424 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -15975372.000000 Penalty: 1147.892578
	Iteration 12Q: 3 clusters Score -1.597537e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300469 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -15975364.000000 Penalty: 1147.892578
	Iteration 13Q: 3 clusters Score -1.597536e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300491 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -15975358.000000 Penalty: 1147.892578
	Iteration 14Q: 3 clusters Score -1.597536e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300508 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -15975383.000000 Penalty: 1147.892578
	Iteration 15Q: 3 clusters Score -1.597538e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300516 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15975395.000000 Penalty: 1147.892578
	Iteration 16Q: 3 clusters Score -1.59754e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300523 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -15975397.000000 Penalty: 1147.892578
	Iteration 17Q: 3 clusters Score -1.59754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300529 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -15975386.000000 Penalty: 1147.892578
	Iteration 18Q: 3 clusters Score -1.597539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300532 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15975394.000000 Penalty: 1147.892578
	Iteration 19Q: 3 clusters Score -1.597539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300535 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15975396.000000 Penalty: 1147.892578
	Iteration 20F: 3 clusters Score -1.59754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300536 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -15975395.000000 Penalty: 1147.892578
	Iteration 21Q: 3 clusters Score -1.59754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300534 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15975392.000000 Penalty: 1147.892578
	Iteration 22Q: 3 clusters Score -1.597539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300536 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -15975396.000000 Penalty: 1147.892578
	Iteration 23Q: 3 clusters Score -1.59754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300536 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -15975407.000000 Penalty: 1147.892578
	Iteration 24Q: 3 clusters Score -1.597541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300538 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15975404.000000 Penalty: 1147.892578
	Iteration 25Q: 3 clusters Score -1.59754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300537 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15975396.000000 Penalty: 1147.892578
	Iteration 26Q: 3 clusters Score -1.59754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300538 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15975395.000000 Penalty: 1147.892578
	Iteration 27Q: 3 clusters Score -1.59754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300539 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15975395.000000 Penalty: 1147.892578
	Iteration 28Q: 3 clusters Score -1.59754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300541 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15975402.000000 Penalty: 1147.892578
	Iteration 29Q: 3 clusters Score -1.59754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300542 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15975396.000000 Penalty: 1147.892578
	Iteration 30Q: 3 clusters Score -1.59754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300542 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15975396.000000 Penalty: 1147.892578
	Iteration 31Q: 3 clusters Score -1.59754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300543 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -15975397.000000 Penalty: 1147.892578
	Iteration 32Q: 3 clusters Score -1.59754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300547 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15975404.000000 Penalty: 1147.892578
	Iteration 33Q: 3 clusters Score -1.59754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300545 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15975406.000000 Penalty: 1147.892578
	Iteration 34Q: 3 clusters Score -1.597541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300541 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15975411.000000 Penalty: 1147.892578
	Iteration 35Q: 3 clusters Score -1.597541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300541 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15975405.000000 Penalty: 1147.892578
	Iteration 36Q: 3 clusters Score -1.59754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300542 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15975406.000000 Penalty: 1147.892578
	Iteration 37Q: 3 clusters Score -1.597541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300541 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15975407.000000 Penalty: 1147.892578
	Iteration 38Q: 3 clusters Score -1.597541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300540 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -15975403.000000 Penalty: 1147.892578
	Iteration 39Q: 3 clusters Score -1.59754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300539 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15975405.000000 Penalty: 1147.892578
	Iteration 40F: 3 clusters Score -1.59754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300538 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15975409.000000 Penalty: 1147.892578
	Iteration 41Q: 3 clusters Score -1.597541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300539 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15975406.000000 Penalty: 1147.892578
	Iteration 42Q: 3 clusters Score -1.597541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300540 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -15975402.000000 Penalty: 1147.892578
	Iteration 43Q: 3 clusters Score -1.59754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300540 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -15975402.000000 Penalty: 1147.892578
	Iteration 44F: 3 clusters Score -1.59754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6371.364258 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6371.364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6133.788574 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -6133.789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6174.013672 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -6174.014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6187.475586 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -6187.476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6195.816895 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -6195.817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6198.393066 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -6198.393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6199.786621 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -6199.787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6202.977539 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -6202.978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6204.862305 Penalty: 445.021759
	Iteration 7Q: 3 clusters Score -6204.862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6204.862305 Penalty: 445.021759
	Iteration 8F: 3 clusters Score -6204.862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12057 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10303 members 
Mstep: Class 15 contains 11129 members 
Mstep: Class 16 contains 41529 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29856 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76947 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10940 members 
Mstep: Class 34 contains 2166 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300801 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457896.000000 Penalty: 26406.333984
Iteration 439Q: 45 clusters Score -2.74579e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 6212 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12045 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10301 members 
Mstep: Class 15 contains 11135 members 
Mstep: Class 16 contains 41530 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29856 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76953 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10939 members 
Mstep: Class 34 contains 2167 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300801 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457896.000000 Penalty: 26406.333984
Iteration 440F: 45 clusters Score -2.74579e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6214 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10301 members 
Mstep: Class 15 contains 11138 members 
Mstep: Class 16 contains 41531 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29850 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76959 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10940 members 
Mstep: Class 34 contains 2167 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300810 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457888.000000 Penalty: 26406.333984
Iteration 441Q: 45 clusters Score -2.745789e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12015 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10303 members 
Mstep: Class 15 contains 11145 members 
Mstep: Class 16 contains 41535 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29848 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76966 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10941 members 
Mstep: Class 34 contains 2167 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300807 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457898.000000 Penalty: 26406.333984
Iteration 442Q: 45 clusters Score -2.74579e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 12001 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10302 members 
Mstep: Class 15 contains 11150 members 
Mstep: Class 16 contains 41540 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29847 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76969 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10941 members 
Mstep: Class 34 contains 2167 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300810 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457904.000000 Penalty: 26406.333984
Iteration 443Q: 45 clusters Score -2.74579e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11989 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10302 members 
Mstep: Class 15 contains 11154 members 
Mstep: Class 16 contains 41546 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29844 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76971 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10940 members 
Mstep: Class 34 contains 2167 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300814 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457928.000000 Penalty: 26406.333984
Iteration 444Q: 45 clusters Score -2.745793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10302 members 
Mstep: Class 15 contains 11159 members 
Mstep: Class 16 contains 41549 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29839 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76975 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10939 members 
Mstep: Class 34 contains 2168 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300814 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457938.000000 Penalty: 26406.333984
Iteration 445Q: 45 clusters Score -2.745794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11973 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10303 members 
Mstep: Class 15 contains 11163 members 
Mstep: Class 16 contains 41551 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29841 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76977 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10937 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300813 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457928.000000 Penalty: 26406.333984
Iteration 446Q: 45 clusters Score -2.745793e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11963 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10303 members 
Mstep: Class 15 contains 11164 members 
Mstep: Class 16 contains 41550 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29842 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76986 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10935 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300815 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457938.000000 Penalty: 26406.333984
Iteration 447Q: 45 clusters Score -2.745794e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11956 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10305 members 
Mstep: Class 15 contains 11167 members 
Mstep: Class 16 contains 41549 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29841 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76990 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10935 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300815 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457940.000000 Penalty: 26406.333984
Iteration 448Q: 45 clusters Score -2.745794e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11950 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10305 members 
Mstep: Class 15 contains 11171 members 
Mstep: Class 16 contains 41550 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29840 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76986 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10942 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300814 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457948.000000 Penalty: 26406.333984
Iteration 449Q: 45 clusters Score -2.745795e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11944 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10305 members 
Mstep: Class 15 contains 11177 members 
Mstep: Class 16 contains 41550 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29835 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76984 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10948 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300815 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457972.000000 Penalty: 26406.333984
Iteration 450Q: 45 clusters Score -2.745797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11937 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10306 members 
Mstep: Class 15 contains 11180 members 
Mstep: Class 16 contains 41551 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29830 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76984 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10949 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300821 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457952.000000 Penalty: 26406.333984
Iteration 451Q: 45 clusters Score -2.745795e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11929 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10305 members 
Mstep: Class 15 contains 11184 members 
Mstep: Class 16 contains 41550 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29829 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76984 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10952 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300825 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457964.000000 Penalty: 26406.333984
Iteration 452Q: 45 clusters Score -2.745796e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11919 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10304 members 
Mstep: Class 15 contains 11188 members 
Mstep: Class 16 contains 41555 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29824 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76987 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10953 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300828 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457988.000000 Penalty: 26406.333984
Iteration 453Q: 45 clusters Score -2.745799e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11903 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10304 members 
Mstep: Class 15 contains 11194 members 
Mstep: Class 16 contains 41561 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6162 members 
Mstep: Class 23 contains 29824 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76989 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10950 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300834 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457978.000000 Penalty: 26406.333984
Iteration 454Q: 45 clusters Score -2.745798e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11878 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10307 members 
Mstep: Class 15 contains 11199 members 
Mstep: Class 16 contains 41562 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29823 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76994 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10949 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300846 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457966.000000 Penalty: 26406.333984
Iteration 455Q: 45 clusters Score -2.745797e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11855 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 11206 members 
Mstep: Class 16 contains 41567 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29821 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 76999 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10948 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1034 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300854 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457952.000000 Penalty: 26406.333984
Iteration 456Q: 45 clusters Score -2.745795e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6212 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11833 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10311 members 
Mstep: Class 15 contains 11213 members 
Mstep: Class 16 contains 41571 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29817 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77001 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10947 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300865 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457926.000000 Penalty: 26406.333984
Iteration 457Q: 45 clusters Score -2.745793e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11813 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10312 members 
Mstep: Class 15 contains 11222 members 
Mstep: Class 16 contains 41572 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29812 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77008 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10946 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300874 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457916.000000 Penalty: 26406.333984
Iteration 458Q: 45 clusters Score -2.745792e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11797 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10311 members 
Mstep: Class 15 contains 11238 members 
Mstep: Class 16 contains 41574 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29811 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77019 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10945 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300865 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457930.000000 Penalty: 26406.333984
Iteration 459Q: 45 clusters Score -2.745793e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 6209 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11785 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10312 members 
Mstep: Class 15 contains 11251 members 
Mstep: Class 16 contains 41578 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 29809 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77029 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10944 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300856 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457918.000000 Penalty: 26406.333984
Iteration 460F: 45 clusters Score -2.745792e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11772 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10314 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 41580 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6162 members 
Mstep: Class 23 contains 29807 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77045 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10946 members 
Mstep: Class 34 contains 2170 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300834 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457954.000000 Penalty: 26406.333984
Iteration 461Q: 45 clusters Score -2.745795e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 6 contains 6206 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11758 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10314 members 
Mstep: Class 15 contains 11279 members 
Mstep: Class 16 contains 41582 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6161 members 
Mstep: Class 23 contains 29807 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77055 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10946 members 
Mstep: Class 34 contains 2171 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300825 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457966.000000 Penalty: 26406.333984
Iteration 462Q: 45 clusters Score -2.745797e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 6206 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11750 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10314 members 
Mstep: Class 15 contains 11285 members 
Mstep: Class 16 contains 41583 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6160 members 
Mstep: Class 23 contains 29806 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77066 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10945 members 
Mstep: Class 34 contains 2172 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300816 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458002.000000 Penalty: 26406.333984
Iteration 463Q: 45 clusters Score -2.7458e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11746 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10314 members 
Mstep: Class 15 contains 11287 members 
Mstep: Class 16 contains 41583 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6159 members 
Mstep: Class 23 contains 29804 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77082 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10947 members 
Mstep: Class 34 contains 2172 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300801 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458010.000000 Penalty: 26406.333984
Iteration 464Q: 45 clusters Score -2.745801e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11738 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10314 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 41585 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6156 members 
Mstep: Class 23 contains 29804 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77098 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10948 members 
Mstep: Class 34 contains 2172 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300789 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458012.000000 Penalty: 26406.333984
Iteration 465Q: 45 clusters Score -2.745801e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11732 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10313 members 
Mstep: Class 15 contains 11294 members 
Mstep: Class 16 contains 41587 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6156 members 
Mstep: Class 23 contains 29803 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77108 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10952 members 
Mstep: Class 34 contains 2172 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300778 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458022.000000 Penalty: 26406.333984
Iteration 466Q: 45 clusters Score -2.745802e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11724 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10313 members 
Mstep: Class 15 contains 11298 members 
Mstep: Class 16 contains 41591 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6155 members 
Mstep: Class 23 contains 29801 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77118 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10957 members 
Mstep: Class 34 contains 2172 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300768 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458048.000000 Penalty: 26406.333984
Iteration 467Q: 45 clusters Score -2.745805e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11717 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10315 members 
Mstep: Class 15 contains 11301 members 
Mstep: Class 16 contains 41593 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6153 members 
Mstep: Class 23 contains 29802 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77126 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10957 members 
Mstep: Class 34 contains 2172 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300761 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458036.000000 Penalty: 26406.333984
Iteration 468Q: 45 clusters Score -2.745804e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11714 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10317 members 
Mstep: Class 15 contains 11305 members 
Mstep: Class 16 contains 41595 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6150 members 
Mstep: Class 23 contains 29799 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77133 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10959 members 
Mstep: Class 34 contains 2172 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300750 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458054.000000 Penalty: 26406.333984
Iteration 469Q: 45 clusters Score -2.745805e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11707 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10320 members 
Mstep: Class 15 contains 11308 members 
Mstep: Class 16 contains 41598 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6146 members 
Mstep: Class 23 contains 29798 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77141 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10961 members 
Mstep: Class 34 contains 2172 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300740 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458034.000000 Penalty: 26406.333984
Iteration 470Q: 45 clusters Score -2.745803e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 11700 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10323 members 
Mstep: Class 15 contains 11314 members 
Mstep: Class 16 contains 41599 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6143 members 
Mstep: Class 23 contains 29798 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77149 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10963 members 
Mstep: Class 34 contains 2172 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300728 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458076.000000 Penalty: 26406.333984
Iteration 471Q: 45 clusters Score -2.745808e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11692 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10323 members 
Mstep: Class 15 contains 11319 members 
Mstep: Class 16 contains 41599 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6139 members 
Mstep: Class 23 contains 29796 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77161 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10964 members 
Mstep: Class 34 contains 2172 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300719 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458072.000000 Penalty: 26406.333984
Iteration 472Q: 45 clusters Score -2.745807e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11687 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 11323 members 
Mstep: Class 16 contains 41599 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6139 members 
Mstep: Class 23 contains 29795 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77173 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2172 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300707 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458094.000000 Penalty: 26406.333984
Iteration 473Q: 45 clusters Score -2.745809e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11684 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 11329 members 
Mstep: Class 16 contains 41598 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29790 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77182 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2173 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300700 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458074.000000 Penalty: 26406.333984
Iteration 474Q: 45 clusters Score -2.745807e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 11336 members 
Mstep: Class 16 contains 41596 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6139 members 
Mstep: Class 23 contains 29787 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77190 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300686 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458072.000000 Penalty: 26406.333984
Iteration 475Q: 45 clusters Score -2.745807e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11686 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 11342 members 
Mstep: Class 16 contains 41595 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6139 members 
Mstep: Class 23 contains 29786 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77200 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300671 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458084.000000 Penalty: 26406.333984
Iteration 476Q: 45 clusters Score -2.745808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11686 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 11349 members 
Mstep: Class 16 contains 41594 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6139 members 
Mstep: Class 23 contains 29786 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77205 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300660 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458108.000000 Penalty: 26406.333984
Iteration 477Q: 45 clusters Score -2.745811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11686 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 11354 members 
Mstep: Class 16 contains 41592 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6139 members 
Mstep: Class 23 contains 29786 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77211 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300651 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458110.000000 Penalty: 26406.333984
Iteration 478Q: 45 clusters Score -2.745811e+07 nChanged 17
Entering ConstructFrom: 
Score: -27458110.000000 Penalty: 26406.333984
Entering ConstructFrom: 
Trying to split cluster 1 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -6442.980957 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -6442.981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6186.852051 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -6186.852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6274.665527 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -6274.666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6292.382812 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -6292.383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6301.866211 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -6301.866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6305.915039 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -6305.915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6305.915039 Penalty: 475.542938
	Iteration 5F: 3 clusters Score -6305.915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Entering Unmasked Estep 
Score: -259141.468750 Penalty: 384.044006
	Iteration 0F: 2 clusters Score -259141.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -256005.937500 Penalty: 768.088013
	Iteration 0F: 3 clusters Score -256005.9 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -257318.531250 Penalty: 768.088013
	Iteration 1F: 3 clusters Score -257318.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -257589.468750 Penalty: 768.088013
	Iteration 2F: 3 clusters Score -257589.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -257914.187500 Penalty: 768.088013
	Iteration 3F: 3 clusters Score -257914.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -258278.171875 Penalty: 768.088013
	Iteration 4F: 3 clusters Score -258278.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -258566.234375 Penalty: 768.088013
	Iteration 5F: 3 clusters Score -258566.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -258729.203125 Penalty: 768.088013
	Iteration 6Q: 3 clusters Score -258729.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -258822.796875 Penalty: 768.088013
	Iteration 7Q: 3 clusters Score -258822.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -258855.453125 Penalty: 768.088013
	Iteration 8Q: 3 clusters Score -258855.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -258871.093750 Penalty: 768.088013
	Iteration 9Q: 3 clusters Score -258871.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -258878.859375 Penalty: 768.088013
	Iteration 10Q: 3 clusters Score -258878.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -258886.625000 Penalty: 768.088013
	Iteration 11Q: 3 clusters Score -258886.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -258894.312500 Penalty: 768.088013
	Iteration 12Q: 3 clusters Score -258894.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -258899.453125 Penalty: 768.088013
	Iteration 13Q: 3 clusters Score -258899.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -258902.093750 Penalty: 768.088013
	Iteration 14Q: 3 clusters Score -258902.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -258903.281250 Penalty: 768.088013
	Iteration 15Q: 3 clusters Score -258903.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -258905.718750 Penalty: 768.088013
	Iteration 16Q: 3 clusters Score -258905.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -258910.078125 Penalty: 768.088013
	Iteration 17Q: 3 clusters Score -258910.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -258913.140625 Penalty: 768.088013
	Iteration 18Q: 3 clusters Score -258913.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -258915.625000 Penalty: 768.088013
	Iteration 19Q: 3 clusters Score -258915.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -258918.640625 Penalty: 768.088013
	Iteration 20F: 3 clusters Score -258918.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -258922.140625 Penalty: 768.088013
	Iteration 21Q: 3 clusters Score -258922.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -258927.140625 Penalty: 768.088013
	Iteration 22Q: 3 clusters Score -258927.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -258930.187500 Penalty: 768.088013
	Iteration 23Q: 3 clusters Score -258930.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -258932.765625 Penalty: 768.088013
	Iteration 24Q: 3 clusters Score -258932.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -258934.468750 Penalty: 768.088013
	Iteration 25Q: 3 clusters Score -258934.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -258934.625000 Penalty: 768.088013
	Iteration 26Q: 3 clusters Score -258934.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -258935.562500 Penalty: 768.088013
	Iteration 27Q: 3 clusters Score -258935.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -258935.937500 Penalty: 768.088013
	Iteration 28Q: 3 clusters Score -258935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -258936.453125 Penalty: 768.088013
	Iteration 29Q: 3 clusters Score -258936.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -258937.109375 Penalty: 768.088013
	Iteration 30Q: 3 clusters Score -258937.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -258938.703125 Penalty: 768.088013
	Iteration 31Q: 3 clusters Score -258938.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -258939.750000 Penalty: 768.088013
	Iteration 32Q: 3 clusters Score -258939.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -258941.265625 Penalty: 768.088013
	Iteration 33Q: 3 clusters Score -258941.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -258943.250000 Penalty: 768.088013
	Iteration 34Q: 3 clusters Score -258943.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -258944.859375 Penalty: 768.088013
	Iteration 35Q: 3 clusters Score -258944.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -258947.062500 Penalty: 768.088013
	Iteration 36Q: 3 clusters Score -258947.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -258949.250000 Penalty: 768.088013
	Iteration 37Q: 3 clusters Score -258949.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -258951.578125 Penalty: 768.088013
	Iteration 38Q: 3 clusters Score -258951.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -258953.921875 Penalty: 768.088013
	Iteration 39Q: 3 clusters Score -258953.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -258955.656250 Penalty: 768.088013
	Iteration 40F: 3 clusters Score -258955.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -258957.812500 Penalty: 768.088013
	Iteration 41Q: 3 clusters Score -258957.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -258960.593750 Penalty: 768.088013
	Iteration 42Q: 3 clusters Score -258960.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -258961.484375 Penalty: 768.088013
	Iteration 43Q: 3 clusters Score -258961.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -258962.328125 Penalty: 768.088013
	Iteration 44Q: 3 clusters Score -258962.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -258962.828125 Penalty: 768.088013
	Iteration 45Q: 3 clusters Score -258962.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -258963.515625 Penalty: 768.088013
	Iteration 46Q: 3 clusters Score -258963.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -258964.062500 Penalty: 768.088013
	Iteration 47Q: 3 clusters Score -258964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -258964.375000 Penalty: 768.088013
	Iteration 48Q: 3 clusters Score -258964.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -258964.671875 Penalty: 768.088013
	Iteration 49Q: 3 clusters Score -258964.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -258966.343750 Penalty: 768.088013
	Iteration 50Q: 3 clusters Score -258966.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -258967.312500 Penalty: 768.088013
	Iteration 51Q: 3 clusters Score -258967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -258967.718750 Penalty: 768.088013
	Iteration 52Q: 3 clusters Score -258967.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -258967.531250 Penalty: 768.088013
	Iteration 53Q: 3 clusters Score -258967.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -258967.531250 Penalty: 768.088013
	Iteration 54F: 3 clusters Score -258967.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -40627.878906 Penalty: 301.394989
	Iteration 0F: 2 clusters Score -40627.88 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 387 members 
Entering Unmasked Estep 
Score: -39987.992188 Penalty: 602.789978
	Iteration 0F: 3 clusters Score -39987.99 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40147.785156 Penalty: 602.789978
	Iteration 1F: 3 clusters Score -40147.79 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -40181.179688 Penalty: 602.789978
	Iteration 2F: 3 clusters Score -40181.18 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -40211.261719 Penalty: 602.789978
	Iteration 3F: 3 clusters Score -40211.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -40231.472656 Penalty: 602.789978
	Iteration 4Q: 3 clusters Score -40231.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -40253.058594 Penalty: 602.789978
	Iteration 5Q: 3 clusters Score -40253.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -40276.031250 Penalty: 602.789978
	Iteration 6Q: 3 clusters Score -40276.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -40288.789062 Penalty: 602.789978
	Iteration 7Q: 3 clusters Score -40288.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -40307.230469 Penalty: 602.789978
	Iteration 8Q: 3 clusters Score -40307.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -40320.281250 Penalty: 602.789978
	Iteration 9Q: 3 clusters Score -40320.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -40335.632812 Penalty: 602.789978
	Iteration 10Q: 3 clusters Score -40335.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -40344.167969 Penalty: 602.789978
	Iteration 11Q: 3 clusters Score -40344.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -40345.875000 Penalty: 602.789978
	Iteration 12Q: 3 clusters Score -40345.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -40347.046875 Penalty: 602.789978
	Iteration 13Q: 3 clusters Score -40347.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -40348.199219 Penalty: 602.789978
	Iteration 14Q: 3 clusters Score -40348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -40349.359375 Penalty: 602.789978
	Iteration 15Q: 3 clusters Score -40349.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -40349.871094 Penalty: 602.789978
	Iteration 16Q: 3 clusters Score -40349.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -40350.546875 Penalty: 602.789978
	Iteration 17Q: 3 clusters Score -40350.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -40350.546875 Penalty: 602.789978
	Iteration 18F: 3 clusters Score -40350.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -21436.439453 Penalty: 281.096466
	Iteration 0F: 2 clusters Score -21436.44 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 239 members 
Entering Unmasked Estep 
Score: -20947.007812 Penalty: 562.192932
	Iteration 0F: 3 clusters Score -20947.01 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21066.660156 Penalty: 562.192932
	Iteration 1F: 3 clusters Score -21066.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21117.982422 Penalty: 562.192932
	Iteration 2F: 3 clusters Score -21117.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21155.498047 Penalty: 562.192932
	Iteration 3F: 3 clusters Score -21155.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21184.203125 Penalty: 562.192932
	Iteration 4Q: 3 clusters Score -21184.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21196.103516 Penalty: 562.192932
	Iteration 5Q: 3 clusters Score -21196.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21215.609375 Penalty: 562.192932
	Iteration 6Q: 3 clusters Score -21215.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21231.740234 Penalty: 562.192932
	Iteration 7Q: 3 clusters Score -21231.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21240.072266 Penalty: 562.192932
	Iteration 8Q: 3 clusters Score -21240.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21241.599609 Penalty: 562.192932
	Iteration 9Q: 3 clusters Score -21241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21243.710938 Penalty: 562.192932
	Iteration 10Q: 3 clusters Score -21243.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21245.349609 Penalty: 562.192932
	Iteration 11Q: 3 clusters Score -21245.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21246.527344 Penalty: 562.192932
	Iteration 12Q: 3 clusters Score -21246.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21246.527344 Penalty: 562.192932
	Iteration 13F: 3 clusters Score -21246.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -118644.898438 Penalty: 353.043030
	Iteration 0F: 2 clusters Score -118644.9 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 1174 members 
Entering Unmasked Estep 
Score: -116975.218750 Penalty: 706.086060
	Iteration 0F: 3 clusters Score -116975.2 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -117588.062500 Penalty: 706.086060
	Iteration 1F: 3 clusters Score -117588.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -117693.054688 Penalty: 706.086060
	Iteration 2F: 3 clusters Score -117693.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -117765.367188 Penalty: 706.086060
	Iteration 3F: 3 clusters Score -117765.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -117839.296875 Penalty: 706.086060
	Iteration 4Q: 3 clusters Score -117839.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -117919.882812 Penalty: 706.086060
	Iteration 5Q: 3 clusters Score -117919.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -118011.468750 Penalty: 706.086060
	Iteration 6Q: 3 clusters Score -118011.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -118077.007812 Penalty: 706.086060
	Iteration 7Q: 3 clusters Score -118077 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -118126.421875 Penalty: 706.086060
	Iteration 8Q: 3 clusters Score -118126.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -118170.421875 Penalty: 706.086060
	Iteration 9Q: 3 clusters Score -118170.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -118209.562500 Penalty: 706.086060
	Iteration 10Q: 3 clusters Score -118209.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -118248.546875 Penalty: 706.086060
	Iteration 11Q: 3 clusters Score -118248.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -118287.484375 Penalty: 706.086060
	Iteration 12Q: 3 clusters Score -118287.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -118327.523438 Penalty: 706.086060
	Iteration 13Q: 3 clusters Score -118327.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -118368.859375 Penalty: 706.086060
	Iteration 14Q: 3 clusters Score -118368.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -118398.335938 Penalty: 706.086060
	Iteration 15Q: 3 clusters Score -118398.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -118423.031250 Penalty: 706.086060
	Iteration 16Q: 3 clusters Score -118423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -118436.117188 Penalty: 706.086060
	Iteration 17Q: 3 clusters Score -118436.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -118448.507812 Penalty: 706.086060
	Iteration 18Q: 3 clusters Score -118448.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -118459.375000 Penalty: 706.086060
	Iteration 19Q: 3 clusters Score -118459.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -118469.015625 Penalty: 706.086060
	Iteration 20F: 3 clusters Score -118469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -118475.507812 Penalty: 706.086060
	Iteration 21Q: 3 clusters Score -118475.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -118480.101562 Penalty: 706.086060
	Iteration 22Q: 3 clusters Score -118480.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -118483.390625 Penalty: 706.086060
	Iteration 23Q: 3 clusters Score -118483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -118487.039062 Penalty: 706.086060
	Iteration 24Q: 3 clusters Score -118487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -118491.554688 Penalty: 706.086060
	Iteration 25Q: 3 clusters Score -118491.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -118493.054688 Penalty: 706.086060
	Iteration 26Q: 3 clusters Score -118493.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -118494.281250 Penalty: 706.086060
	Iteration 27Q: 3 clusters Score -118494.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -118494.835938 Penalty: 706.086060
	Iteration 28Q: 3 clusters Score -118494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -118494.812500 Penalty: 706.086060
	Iteration 29Q: 3 clusters Score -118494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -118495.140625 Penalty: 706.086060
	Iteration 30Q: 3 clusters Score -118495.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -118495.140625 Penalty: 706.086060
	Iteration 31F: 3 clusters Score -118495.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Entering Unmasked Estep 
Score: -329464.656250 Penalty: 397.334534
	Iteration 0F: 2 clusters Score -329464.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -325322.093750 Penalty: 794.669067
	Iteration 0F: 3 clusters Score -325322.1 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -326886.875000 Penalty: 794.669067
	Iteration 1F: 3 clusters Score -326886.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -327186.437500 Penalty: 794.669067
	Iteration 2F: 3 clusters Score -327186.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -327580.562500 Penalty: 794.669067
	Iteration 3F: 3 clusters Score -327580.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -328065.656250 Penalty: 794.669067
	Iteration 4F: 3 clusters Score -328065.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -328531.687500 Penalty: 794.669067
	Iteration 5F: 3 clusters Score -328531.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -328799.281250 Penalty: 794.669067
	Iteration 6Q: 3 clusters Score -328799.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -328971.437500 Penalty: 794.669067
	Iteration 7Q: 3 clusters Score -328971.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -329047.062500 Penalty: 794.669067
	Iteration 8Q: 3 clusters Score -329047.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -329087.500000 Penalty: 794.669067
	Iteration 9Q: 3 clusters Score -329087.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -329113.656250 Penalty: 794.669067
	Iteration 10Q: 3 clusters Score -329113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -329121.093750 Penalty: 794.669067
	Iteration 11Q: 3 clusters Score -329121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -329122.750000 Penalty: 794.669067
	Iteration 12Q: 3 clusters Score -329122.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -329124.468750 Penalty: 794.669067
	Iteration 13Q: 3 clusters Score -329124.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -329124.468750 Penalty: 794.669067
	Iteration 14F: 3 clusters Score -329124.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3702.421143 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3702.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3525.915039 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3525.915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3546.438965 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3546.439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3550.596436 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3550.596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3550.596436 Penalty: 389.176636
	Iteration 3F: 3 clusters Score -3550.596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -11704.953125 Penalty: 255.397339
	Iteration 0F: 2 clusters Score -11704.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11414.900391 Penalty: 510.794678
	Iteration 0F: 3 clusters Score -11414.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11510.850586 Penalty: 510.794678
	Iteration 1F: 3 clusters Score -11510.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11533.680664 Penalty: 510.794678
	Iteration 2F: 3 clusters Score -11533.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11543.985352 Penalty: 510.794678
	Iteration 3F: 3 clusters Score -11543.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11551.085938 Penalty: 510.794678
	Iteration 4Q: 3 clusters Score -11551.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11556.607422 Penalty: 510.794678
	Iteration 5Q: 3 clusters Score -11556.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11563.251953 Penalty: 510.794678
	Iteration 6Q: 3 clusters Score -11563.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11568.653320 Penalty: 510.794678
	Iteration 7Q: 3 clusters Score -11568.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11575.297852 Penalty: 510.794678
	Iteration 8Q: 3 clusters Score -11575.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11579.669922 Penalty: 510.794678
	Iteration 9Q: 3 clusters Score -11579.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11581.445312 Penalty: 510.794678
	Iteration 10Q: 3 clusters Score -11581.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11582.410156 Penalty: 510.794678
	Iteration 11Q: 3 clusters Score -11582.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11582.410156 Penalty: 510.794678
	Iteration 12F: 3 clusters Score -11582.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Entering Unmasked Estep 
Score: -197228.328125 Penalty: 376.028534
	Iteration 0F: 2 clusters Score -197228.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -194613.312500 Penalty: 752.057068
	Iteration 0F: 3 clusters Score -194613.3 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -195692.750000 Penalty: 752.057068
	Iteration 1F: 3 clusters Score -195692.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -195858.343750 Penalty: 752.057068
	Iteration 2F: 3 clusters Score -195858.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -195995.437500 Penalty: 752.057068
	Iteration 3F: 3 clusters Score -195995.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -196118.937500 Penalty: 752.057068
	Iteration 4Q: 3 clusters Score -196118.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -196246.296875 Penalty: 752.057068
	Iteration 5Q: 3 clusters Score -196246.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -196377.968750 Penalty: 752.057068
	Iteration 6Q: 3 clusters Score -196378 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -196524.328125 Penalty: 752.057068
	Iteration 7Q: 3 clusters Score -196524.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -196626.484375 Penalty: 752.057068
	Iteration 8Q: 3 clusters Score -196626.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -196689.484375 Penalty: 752.057068
	Iteration 9Q: 3 clusters Score -196689.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -196725.625000 Penalty: 752.057068
	Iteration 10Q: 3 clusters Score -196725.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -196753.593750 Penalty: 752.057068
	Iteration 11Q: 3 clusters Score -196753.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -196775.031250 Penalty: 752.057068
	Iteration 12Q: 3 clusters Score -196775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -196800.734375 Penalty: 752.057068
	Iteration 13Q: 3 clusters Score -196800.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -196821.640625 Penalty: 752.057068
	Iteration 14Q: 3 clusters Score -196821.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -196835.375000 Penalty: 752.057068
	Iteration 15Q: 3 clusters Score -196835.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -196841.296875 Penalty: 752.057068
	Iteration 16Q: 3 clusters Score -196841.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -196846.343750 Penalty: 752.057068
	Iteration 17Q: 3 clusters Score -196846.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -196847.062500 Penalty: 752.057068
	Iteration 18Q: 3 clusters Score -196847.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -196847.875000 Penalty: 752.057068
	Iteration 19Q: 3 clusters Score -196847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -196848.281250 Penalty: 752.057068
	Iteration 20F: 3 clusters Score -196848.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -196848.937500 Penalty: 752.057068
	Iteration 21Q: 3 clusters Score -196848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -196850.203125 Penalty: 752.057068
	Iteration 22Q: 3 clusters Score -196850.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -196851.781250 Penalty: 752.057068
	Iteration 23Q: 3 clusters Score -196851.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -196852.062500 Penalty: 752.057068
	Iteration 24Q: 3 clusters Score -196852.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -196852.656250 Penalty: 752.057068
	Iteration 25Q: 3 clusters Score -196852.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -196852.515625 Penalty: 752.057068
	Iteration 26Q: 3 clusters Score -196852.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -196852.546875 Penalty: 752.057068
	Iteration 27Q: 3 clusters Score -196852.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -196852.828125 Penalty: 752.057068
	Iteration 28Q: 3 clusters Score -196852.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -196852.984375 Penalty: 752.057068
	Iteration 29Q: 3 clusters Score -196853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -196852.906250 Penalty: 752.057068
	Iteration 30Q: 3 clusters Score -196852.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -196852.906250 Penalty: 752.057068
	Iteration 31F: 3 clusters Score -196852.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Entering Unmasked Estep 
Score: -640417.312500 Penalty: 426.159698
	Iteration 0F: 2 clusters Score -640417.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -632603.250000 Penalty: 852.319397
	Iteration 0F: 3 clusters Score -632603.2 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -635861.687500 Penalty: 852.319397
	Iteration 1F: 3 clusters Score -635861.7 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -636104.125000 Penalty: 852.319397
	Iteration 2Q: 3 clusters Score -636104.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -636355.500000 Penalty: 852.319397
	Iteration 3Q: 3 clusters Score -636355.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -636684.125000 Penalty: 852.319397
	Iteration 4Q: 3 clusters Score -636684.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -637136.500000 Penalty: 852.319397
	Iteration 5F: 3 clusters Score -637136.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -637564.125000 Penalty: 852.319397
	Iteration 6F: 3 clusters Score -637564.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -637820.750000 Penalty: 852.319397
	Iteration 7Q: 3 clusters Score -637820.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -637933.312500 Penalty: 852.319397
	Iteration 8Q: 3 clusters Score -637933.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -637981.187500 Penalty: 852.319397
	Iteration 9Q: 3 clusters Score -637981.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -638003.500000 Penalty: 852.319397
	Iteration 10Q: 3 clusters Score -638003.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -638022.562500 Penalty: 852.319397
	Iteration 11Q: 3 clusters Score -638022.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -638045.937500 Penalty: 852.319397
	Iteration 12Q: 3 clusters Score -638045.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -638067.437500 Penalty: 852.319397
	Iteration 13Q: 3 clusters Score -638067.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -638086.750000 Penalty: 852.319397
	Iteration 14Q: 3 clusters Score -638086.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -638108.125000 Penalty: 852.319397
	Iteration 15Q: 3 clusters Score -638108.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -638130.125000 Penalty: 852.319397
	Iteration 16Q: 3 clusters Score -638130.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -638157.500000 Penalty: 852.319397
	Iteration 17Q: 3 clusters Score -638157.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -638192.750000 Penalty: 852.319397
	Iteration 18Q: 3 clusters Score -638192.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -638229.625000 Penalty: 852.319397
	Iteration 19Q: 3 clusters Score -638229.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -638266.937500 Penalty: 852.319397
	Iteration 20F: 3 clusters Score -638266.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -638315.937500 Penalty: 852.319397
	Iteration 21Q: 3 clusters Score -638315.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -638374.437500 Penalty: 852.319397
	Iteration 22Q: 3 clusters Score -638374.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -638447.375000 Penalty: 852.319397
	Iteration 23Q: 3 clusters Score -638447.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -638542.125000 Penalty: 852.319397
	Iteration 24Q: 3 clusters Score -638542.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -638635.562500 Penalty: 852.319397
	Iteration 25Q: 3 clusters Score -638635.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -638744.312500 Penalty: 852.319397
	Iteration 26Q: 3 clusters Score -638744.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -638864.625000 Penalty: 852.319397
	Iteration 27Q: 3 clusters Score -638864.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -638985.375000 Penalty: 852.319397
	Iteration 28Q: 3 clusters Score -638985.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -639125.437500 Penalty: 852.319397
	Iteration 29Q: 3 clusters Score -639125.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -639255.250000 Penalty: 852.319397
	Iteration 30Q: 3 clusters Score -639255.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -639361.687500 Penalty: 852.319397
	Iteration 31Q: 3 clusters Score -639361.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -639445.000000 Penalty: 852.319397
	Iteration 32Q: 3 clusters Score -639445 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -639506.312500 Penalty: 852.319397
	Iteration 33Q: 3 clusters Score -639506.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -639549.000000 Penalty: 852.319397
	Iteration 34Q: 3 clusters Score -639549 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -639568.875000 Penalty: 852.319397
	Iteration 35Q: 3 clusters Score -639568.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -639579.687500 Penalty: 852.319397
	Iteration 36Q: 3 clusters Score -639579.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -639584.000000 Penalty: 852.319397
	Iteration 37Q: 3 clusters Score -639584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -639584.937500 Penalty: 852.319397
	Iteration 38Q: 3 clusters Score -639584.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -639588.062500 Penalty: 852.319397
	Iteration 39Q: 3 clusters Score -639588.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -639611.312500 Penalty: 852.319397
	Iteration 40F: 3 clusters Score -639611.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -639617.562500 Penalty: 852.319397
	Iteration 41Q: 3 clusters Score -639617.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -639620.750000 Penalty: 852.319397
	Iteration 42Q: 3 clusters Score -639620.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -639622.125000 Penalty: 852.319397
	Iteration 43Q: 3 clusters Score -639622.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -639623.062500 Penalty: 852.319397
	Iteration 44Q: 3 clusters Score -639623.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -639623.312500 Penalty: 852.319397
	Iteration 45Q: 3 clusters Score -639623.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -639623.875000 Penalty: 852.319397
	Iteration 46Q: 3 clusters Score -639623.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -639624.125000 Penalty: 852.319397
	Iteration 47Q: 3 clusters Score -639624.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -639623.500000 Penalty: 852.319397
	Iteration 48Q: 3 clusters Score -639623.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -639623.312500 Penalty: 852.319397
	Iteration 49Q: 3 clusters Score -639623.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -639624.812500 Penalty: 852.319397
	Iteration 50Q: 3 clusters Score -639624.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -639624.812500 Penalty: 852.319397
	Iteration 51Q: 3 clusters Score -639624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -639625.125000 Penalty: 852.319397
	Iteration 52Q: 3 clusters Score -639625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -639624.812500 Penalty: 852.319397
	Iteration 53Q: 3 clusters Score -639624.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -639624.812500 Penalty: 852.319397
	Iteration 54F: 3 clusters Score -639624.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -27391.644531 Penalty: 287.018463
	Iteration 0F: 2 clusters Score -27391.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26850.517578 Penalty: 574.036926
	Iteration 0F: 3 clusters Score -26850.52 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26961.880859 Penalty: 574.036926
	Iteration 1F: 3 clusters Score -26961.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27006.912109 Penalty: 574.036926
	Iteration 2F: 3 clusters Score -27006.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27034.718750 Penalty: 574.036926
	Iteration 3F: 3 clusters Score -27034.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27055.324219 Penalty: 574.036926
	Iteration 4F: 3 clusters Score -27055.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27068.701172 Penalty: 574.036926
	Iteration 5Q: 3 clusters Score -27068.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -27078.203125 Penalty: 574.036926
	Iteration 6Q: 3 clusters Score -27078.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27084.587891 Penalty: 574.036926
	Iteration 7Q: 3 clusters Score -27084.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -27090.253906 Penalty: 574.036926
	Iteration 8Q: 3 clusters Score -27090.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27093.492188 Penalty: 574.036926
	Iteration 9Q: 3 clusters Score -27093.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -27094.923828 Penalty: 574.036926
	Iteration 10Q: 3 clusters Score -27094.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -27094.923828 Penalty: 574.036926
	Iteration 11F: 3 clusters Score -27094.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -27252.785156 Penalty: 284.723877
	Iteration 0F: 2 clusters Score -27252.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26765.433594 Penalty: 569.447754
	Iteration 0F: 3 clusters Score -26765.43 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26866.177734 Penalty: 569.447754
	Iteration 1F: 3 clusters Score -26866.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26905.224609 Penalty: 569.447754
	Iteration 2F: 3 clusters Score -26905.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26942.216797 Penalty: 569.447754
	Iteration 3F: 3 clusters Score -26942.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26965.453125 Penalty: 569.447754
	Iteration 4Q: 3 clusters Score -26965.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26983.404297 Penalty: 569.447754
	Iteration 5Q: 3 clusters Score -26983.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26996.804688 Penalty: 569.447754
	Iteration 6Q: 3 clusters Score -26996.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27003.328125 Penalty: 569.447754
	Iteration 7Q: 3 clusters Score -27003.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27004.648438 Penalty: 569.447754
	Iteration 8Q: 3 clusters Score -27004.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27007.076172 Penalty: 569.447754
	Iteration 9Q: 3 clusters Score -27007.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27009.544922 Penalty: 569.447754
	Iteration 10Q: 3 clusters Score -27009.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -27010.867188 Penalty: 569.447754
	Iteration 11Q: 3 clusters Score -27010.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27012.269531 Penalty: 569.447754
	Iteration 12Q: 3 clusters Score -27012.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27013.560547 Penalty: 569.447754
	Iteration 13Q: 3 clusters Score -27013.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27014.427734 Penalty: 569.447754
	Iteration 14Q: 3 clusters Score -27014.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27014.728516 Penalty: 569.447754
	Iteration 15Q: 3 clusters Score -27014.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27014.728516 Penalty: 569.447754
	Iteration 16F: 3 clusters Score -27014.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -72792.601562 Penalty: 328.092224
	Iteration 0F: 2 clusters Score -72792.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -71744.968750 Penalty: 656.184448
	Iteration 0F: 3 clusters Score -71744.97 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -72129.164062 Penalty: 656.184448
	Iteration 1F: 3 clusters Score -72129.16 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -72203.250000 Penalty: 656.184448
	Iteration 2F: 3 clusters Score -72203.25 nChanged 72
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: -72253.343750 Penalty: 656.184448
	Iteration 3F: 3 clusters Score -72253.34 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -72288.171875 Penalty: 656.184448
	Iteration 4Q: 3 clusters Score -72288.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72322.140625 Penalty: 656.184448
	Iteration 5Q: 3 clusters Score -72322.14 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72352.414062 Penalty: 656.184448
	Iteration 6Q: 3 clusters Score -72352.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -72378.523438 Penalty: 656.184448
	Iteration 7Q: 3 clusters Score -72378.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -72402.500000 Penalty: 656.184448
	Iteration 8Q: 3 clusters Score -72402.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -72421.125000 Penalty: 656.184448
	Iteration 9Q: 3 clusters Score -72421.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -72433.156250 Penalty: 656.184448
	Iteration 10Q: 3 clusters Score -72433.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -72438.929688 Penalty: 656.184448
	Iteration 11Q: 3 clusters Score -72438.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -72442.726562 Penalty: 656.184448
	Iteration 12Q: 3 clusters Score -72442.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -72450.070312 Penalty: 656.184448
	Iteration 13Q: 3 clusters Score -72450.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -72455.664062 Penalty: 656.184448
	Iteration 14Q: 3 clusters Score -72455.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -72467.203125 Penalty: 656.184448
	Iteration 15Q: 3 clusters Score -72467.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -72477.437500 Penalty: 656.184448
	Iteration 16Q: 3 clusters Score -72477.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -72485.390625 Penalty: 656.184448
	Iteration 17Q: 3 clusters Score -72485.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -72490.476562 Penalty: 656.184448
	Iteration 18Q: 3 clusters Score -72490.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -72496.718750 Penalty: 656.184448
	Iteration 19Q: 3 clusters Score -72496.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -72503.984375 Penalty: 656.184448
	Iteration 20F: 3 clusters Score -72503.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -72510.429688 Penalty: 656.184448
	Iteration 21Q: 3 clusters Score -72510.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -72514.710938 Penalty: 656.184448
	Iteration 22Q: 3 clusters Score -72514.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -72518.679688 Penalty: 656.184448
	Iteration 23Q: 3 clusters Score -72518.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -72523.593750 Penalty: 656.184448
	Iteration 24Q: 3 clusters Score -72523.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -72528.929688 Penalty: 656.184448
	Iteration 25Q: 3 clusters Score -72528.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -72536.046875 Penalty: 656.184448
	Iteration 26Q: 3 clusters Score -72536.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -72538.187500 Penalty: 656.184448
	Iteration 27Q: 3 clusters Score -72538.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -72538.187500 Penalty: 656.184448
	Iteration 28F: 3 clusters Score -72538.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -557801.500000 Penalty: 420.525726
	Iteration 0F: 2 clusters Score -557801.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -550882.187500 Penalty: 841.051453
	Iteration 0F: 3 clusters Score -550882.2 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -553516.625000 Penalty: 841.051453
	Iteration 1F: 3 clusters Score -553516.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -553768.875000 Penalty: 841.051453
	Iteration 2F: 3 clusters Score -553768.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -554142.187500 Penalty: 841.051453
	Iteration 3F: 3 clusters Score -554142.2 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -554701.312500 Penalty: 841.051453
	Iteration 4F: 3 clusters Score -554701.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -555404.750000 Penalty: 841.051453
	Iteration 5F: 3 clusters Score -555404.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -556077.625000 Penalty: 841.051453
	Iteration 6F: 3 clusters Score -556077.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -556506.375000 Penalty: 841.051453
	Iteration 7Q: 3 clusters Score -556506.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -556785.062500 Penalty: 841.051453
	Iteration 8Q: 3 clusters Score -556785.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -556945.187500 Penalty: 841.051453
	Iteration 9Q: 3 clusters Score -556945.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -557063.062500 Penalty: 841.051453
	Iteration 10Q: 3 clusters Score -557063.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -557155.812500 Penalty: 841.051453
	Iteration 11Q: 3 clusters Score -557155.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -557227.000000 Penalty: 841.051453
	Iteration 12Q: 3 clusters Score -557227 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -557272.312500 Penalty: 841.051453
	Iteration 13Q: 3 clusters Score -557272.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -557310.375000 Penalty: 841.051453
	Iteration 14Q: 3 clusters Score -557310.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -557335.187500 Penalty: 841.051453
	Iteration 15Q: 3 clusters Score -557335.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -557351.312500 Penalty: 841.051453
	Iteration 16Q: 3 clusters Score -557351.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -557364.562500 Penalty: 841.051453
	Iteration 17Q: 3 clusters Score -557364.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -557370.875000 Penalty: 841.051453
	Iteration 18Q: 3 clusters Score -557370.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -557374.250000 Penalty: 841.051453
	Iteration 19Q: 3 clusters Score -557374.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -557382.625000 Penalty: 841.051453
	Iteration 20F: 3 clusters Score -557382.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -557385.937500 Penalty: 841.051453
	Iteration 21Q: 3 clusters Score -557385.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -557387.375000 Penalty: 841.051453
	Iteration 22Q: 3 clusters Score -557387.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -557387.562500 Penalty: 841.051453
	Iteration 23Q: 3 clusters Score -557387.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -557388.125000 Penalty: 841.051453
	Iteration 24Q: 3 clusters Score -557388.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -557388.187500 Penalty: 841.051453
	Iteration 25Q: 3 clusters Score -557388.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -557389.437500 Penalty: 841.051453
	Iteration 26Q: 3 clusters Score -557389.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -557388.937500 Penalty: 841.051453
	Iteration 27Q: 3 clusters Score -557388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -557389.125000 Penalty: 841.051453
	Iteration 28Q: 3 clusters Score -557389.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -557390.125000 Penalty: 841.051453
	Iteration 29Q: 3 clusters Score -557390.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -557390.750000 Penalty: 841.051453
	Iteration 30Q: 3 clusters Score -557390.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -557390.875000 Penalty: 841.051453
	Iteration 31Q: 3 clusters Score -557390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -557390.625000 Penalty: 841.051453
	Iteration 32Q: 3 clusters Score -557390.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -557389.562500 Penalty: 841.051453
	Iteration 33Q: 3 clusters Score -557389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -557390.062500 Penalty: 841.051453
	Iteration 34Q: 3 clusters Score -557390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -557389.562500 Penalty: 841.051453
	Iteration 35Q: 3 clusters Score -557389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -557389.437500 Penalty: 841.051453
	Iteration 36Q: 3 clusters Score -557389.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -557389.437500 Penalty: 841.051453
	Iteration 37F: 3 clusters Score -557389.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Entering Unmasked Estep 
Score: -639716.312500 Penalty: 424.876373
	Iteration 0F: 2 clusters Score -639716.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -632178.500000 Penalty: 849.752747
	Iteration 0F: 3 clusters Score -632178.5 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -635048.375000 Penalty: 849.752747
	Iteration 1F: 3 clusters Score -635048.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -635176.062500 Penalty: 849.752747
	Iteration 2Q: 3 clusters Score -635176.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -635341.625000 Penalty: 849.752747
	Iteration 3Q: 3 clusters Score -635341.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -635653.500000 Penalty: 849.752747
	Iteration 4Q: 3 clusters Score -635653.5 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -636107.562500 Penalty: 849.752747
	Iteration 5F: 3 clusters Score -636107.6 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -636711.937500 Penalty: 849.752747
	Iteration 6F: 3 clusters Score -636711.9 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -637414.812500 Penalty: 849.752747
	Iteration 7F: 3 clusters Score -637414.8 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -638130.312500 Penalty: 849.752747
	Iteration 8F: 3 clusters Score -638130.3 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -638669.687500 Penalty: 849.752747
	Iteration 9F: 3 clusters Score -638669.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -638921.437500 Penalty: 849.752747
	Iteration 10Q: 3 clusters Score -638921.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -639004.937500 Penalty: 849.752747
	Iteration 11Q: 3 clusters Score -639004.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -639045.812500 Penalty: 849.752747
	Iteration 12Q: 3 clusters Score -639045.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -639076.625000 Penalty: 849.752747
	Iteration 13Q: 3 clusters Score -639076.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -639095.125000 Penalty: 849.752747
	Iteration 14Q: 3 clusters Score -639095.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -639113.062500 Penalty: 849.752747
	Iteration 15Q: 3 clusters Score -639113.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -639131.625000 Penalty: 849.752747
	Iteration 16Q: 3 clusters Score -639131.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -639155.187500 Penalty: 849.752747
	Iteration 17Q: 3 clusters Score -639155.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -639173.187500 Penalty: 849.752747
	Iteration 18Q: 3 clusters Score -639173.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -639186.875000 Penalty: 849.752747
	Iteration 19Q: 3 clusters Score -639186.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -639202.187500 Penalty: 849.752747
	Iteration 20F: 3 clusters Score -639202.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -639214.687500 Penalty: 849.752747
	Iteration 21Q: 3 clusters Score -639214.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -639226.687500 Penalty: 849.752747
	Iteration 22Q: 3 clusters Score -639226.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -639240.562500 Penalty: 849.752747
	Iteration 23Q: 3 clusters Score -639240.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -639254.062500 Penalty: 849.752747
	Iteration 24Q: 3 clusters Score -639254.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -639264.687500 Penalty: 849.752747
	Iteration 25Q: 3 clusters Score -639264.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -639275.562500 Penalty: 849.752747
	Iteration 26Q: 3 clusters Score -639275.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -639283.000000 Penalty: 849.752747
	Iteration 27Q: 3 clusters Score -639283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -639291.062500 Penalty: 849.752747
	Iteration 28Q: 3 clusters Score -639291.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -639302.625000 Penalty: 849.752747
	Iteration 29Q: 3 clusters Score -639302.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -639312.250000 Penalty: 849.752747
	Iteration 30Q: 3 clusters Score -639312.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -639318.500000 Penalty: 849.752747
	Iteration 31Q: 3 clusters Score -639318.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -639324.000000 Penalty: 849.752747
	Iteration 32Q: 3 clusters Score -639324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -639331.937500 Penalty: 849.752747
	Iteration 33Q: 3 clusters Score -639331.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -639338.500000 Penalty: 849.752747
	Iteration 34Q: 3 clusters Score -639338.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -639348.750000 Penalty: 849.752747
	Iteration 35Q: 3 clusters Score -639348.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -639358.125000 Penalty: 849.752747
	Iteration 36Q: 3 clusters Score -639358.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -639363.875000 Penalty: 849.752747
	Iteration 37Q: 3 clusters Score -639363.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -639369.500000 Penalty: 849.752747
	Iteration 38Q: 3 clusters Score -639369.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -639373.062500 Penalty: 849.752747
	Iteration 39Q: 3 clusters Score -639373.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -639375.437500 Penalty: 849.752747
	Iteration 40F: 3 clusters Score -639375.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -639377.125000 Penalty: 849.752747
	Iteration 41Q: 3 clusters Score -639377.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -639384.750000 Penalty: 849.752747
	Iteration 42Q: 3 clusters Score -639384.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -639388.062500 Penalty: 849.752747
	Iteration 43Q: 3 clusters Score -639388.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -639393.812500 Penalty: 849.752747
	Iteration 44Q: 3 clusters Score -639393.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -639398.062500 Penalty: 849.752747
	Iteration 45Q: 3 clusters Score -639398.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -639402.812500 Penalty: 849.752747
	Iteration 46Q: 3 clusters Score -639402.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -639403.062500 Penalty: 849.752747
	Iteration 47Q: 3 clusters Score -639403.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -639404.375000 Penalty: 849.752747
	Iteration 48Q: 3 clusters Score -639404.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -639404.187500 Penalty: 849.752747
	Iteration 49Q: 3 clusters Score -639404.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -639407.937500 Penalty: 849.752747
	Iteration 50Q: 3 clusters Score -639407.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -639409.875000 Penalty: 849.752747
	Iteration 51Q: 3 clusters Score -639409.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -639410.375000 Penalty: 849.752747
	Iteration 52Q: 3 clusters Score -639410.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -639413.187500 Penalty: 849.752747
	Iteration 53Q: 3 clusters Score -639413.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -639412.687500 Penalty: 849.752747
	Iteration 54Q: 3 clusters Score -639412.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -639415.187500 Penalty: 849.752747
	Iteration 55Q: 3 clusters Score -639415.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -639415.125000 Penalty: 849.752747
	Iteration 56Q: 3 clusters Score -639415.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -639416.625000 Penalty: 849.752747
	Iteration 57Q: 3 clusters Score -639416.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -639417.562500 Penalty: 849.752747
	Iteration 58Q: 3 clusters Score -639417.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -639420.562500 Penalty: 849.752747
	Iteration 59Q: 3 clusters Score -639420.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -639420.812500 Penalty: 849.752747
	Iteration 60F: 3 clusters Score -639420.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -639421.500000 Penalty: 849.752747
	Iteration 61Q: 3 clusters Score -639421.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -639421.312500 Penalty: 849.752747
	Iteration 62Q: 3 clusters Score -639421.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -639422.250000 Penalty: 849.752747
	Iteration 63Q: 3 clusters Score -639422.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -639425.062500 Penalty: 849.752747
	Iteration 64Q: 3 clusters Score -639425.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -639427.750000 Penalty: 849.752747
	Iteration 65Q: 3 clusters Score -639427.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -639429.937500 Penalty: 849.752747
	Iteration 66Q: 3 clusters Score -639429.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -639430.937500 Penalty: 849.752747
	Iteration 67Q: 3 clusters Score -639430.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -639432.125000 Penalty: 849.752747
	Iteration 68Q: 3 clusters Score -639432.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -639433.875000 Penalty: 849.752747
	Iteration 69Q: 3 clusters Score -639433.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -639434.437500 Penalty: 849.752747
	Iteration 70Q: 3 clusters Score -639434.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -639435.187500 Penalty: 849.752747
	Iteration 71Q: 3 clusters Score -639435.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -639437.625000 Penalty: 849.752747
	Iteration 72Q: 3 clusters Score -639437.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -639436.562500 Penalty: 849.752747
	Iteration 73Q: 3 clusters Score -639436.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -639435.625000 Penalty: 849.752747
	Iteration 74Q: 3 clusters Score -639435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -639436.812500 Penalty: 849.752747
	Iteration 75Q: 3 clusters Score -639436.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -639437.625000 Penalty: 849.752747
	Iteration 76Q: 3 clusters Score -639437.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -639436.937500 Penalty: 849.752747
	Iteration 77Q: 3 clusters Score -639436.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -639436.062500 Penalty: 849.752747
	Iteration 78Q: 3 clusters Score -639436.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -639437.500000 Penalty: 849.752747
	Iteration 79Q: 3 clusters Score -639437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -639438.062500 Penalty: 849.752747
	Iteration 80F: 3 clusters Score -639438.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -639438.812500 Penalty: 849.752747
	Iteration 81Q: 3 clusters Score -639438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -639438.750000 Penalty: 849.752747
	Iteration 82Q: 3 clusters Score -639438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -639438.000000 Penalty: 849.752747
	Iteration 83Q: 3 clusters Score -639438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -639438.000000 Penalty: 849.752747
	Iteration 84F: 3 clusters Score -639438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Entering Unmasked Estep 
Score: -2113698.750000 Penalty: 483.920502
	Iteration 0F: 2 clusters Score -2113699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2085832.625000 Penalty: 967.841003
	Iteration 0F: 3 clusters Score -2085833 nChanged 20130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2098096.500000 Penalty: 967.841003
	Iteration 1F: 3 clusters Score -2098096 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -2099191.750000 Penalty: 967.841003
	Iteration 2F: 3 clusters Score -2099192 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -2100825.250000 Penalty: 967.841003
	Iteration 3F: 3 clusters Score -2100825 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -2103121.250000 Penalty: 967.841003
	Iteration 4F: 3 clusters Score -2103121 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -2105683.250000 Penalty: 967.841003
	Iteration 5F: 3 clusters Score -2105683 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -2108121.500000 Penalty: 967.841003
	Iteration 6F: 3 clusters Score -2108122 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -2109898.000000 Penalty: 967.841003
	Iteration 7Q: 3 clusters Score -2109898 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -2111062.500000 Penalty: 967.841003
	Iteration 8Q: 3 clusters Score -2111062 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -2111849.000000 Penalty: 967.841003
	Iteration 9Q: 3 clusters Score -2111849 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -2112401.750000 Penalty: 967.841003
	Iteration 10Q: 3 clusters Score -2112402 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -2112787.500000 Penalty: 967.841003
	Iteration 11Q: 3 clusters Score -2112788 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -2112989.000000 Penalty: 967.841003
	Iteration 12Q: 3 clusters Score -2112989 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -2113114.750000 Penalty: 967.841003
	Iteration 13Q: 3 clusters Score -2113115 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -2113175.000000 Penalty: 967.841003
	Iteration 14Q: 3 clusters Score -2113175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -2113213.000000 Penalty: 967.841003
	Iteration 15Q: 3 clusters Score -2113213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -2113237.250000 Penalty: 967.841003
	Iteration 16Q: 3 clusters Score -2113237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -2113253.000000 Penalty: 967.841003
	Iteration 17Q: 3 clusters Score -2113253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -2113257.500000 Penalty: 967.841003
	Iteration 18Q: 3 clusters Score -2113258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -2113264.750000 Penalty: 967.841003
	Iteration 19Q: 3 clusters Score -2113265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -2113267.500000 Penalty: 967.841003
	Iteration 20F: 3 clusters Score -2113268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -2113271.000000 Penalty: 967.841003
	Iteration 21Q: 3 clusters Score -2113271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -2113273.750000 Penalty: 967.841003
	Iteration 22Q: 3 clusters Score -2113274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -2113279.250000 Penalty: 967.841003
	Iteration 23Q: 3 clusters Score -2113279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -2113280.000000 Penalty: 967.841003
	Iteration 24Q: 3 clusters Score -2113280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -2113280.000000 Penalty: 967.841003
	Iteration 25F: 3 clusters Score -2113280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6680.969238 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6680.969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6474.786621 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6474.787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6529.536133 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6529.536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6540.986816 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6540.987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6542.085449 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6542.085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6542.085449 Penalty: 450.337158
	Iteration 4F: 3 clusters Score -6542.085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -81546.828125 Penalty: 335.431366
	Iteration 0F: 2 clusters Score -81546.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -80368.976562 Penalty: 670.862732
	Iteration 0F: 3 clusters Score -80368.98 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -80731.343750 Penalty: 670.862732
	Iteration 1F: 3 clusters Score -80731.34 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -80872.140625 Penalty: 670.862732
	Iteration 2F: 3 clusters Score -80872.14 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80988.164062 Penalty: 670.862732
	Iteration 3F: 3 clusters Score -80988.16 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81079.359375 Penalty: 670.862732
	Iteration 4F: 3 clusters Score -81079.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -81149.164062 Penalty: 670.862732
	Iteration 5Q: 3 clusters Score -81149.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -81201.164062 Penalty: 670.862732
	Iteration 6Q: 3 clusters Score -81201.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -81230.210938 Penalty: 670.862732
	Iteration 7Q: 3 clusters Score -81230.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -81246.796875 Penalty: 670.862732
	Iteration 8Q: 3 clusters Score -81246.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -81268.367188 Penalty: 670.862732
	Iteration 9Q: 3 clusters Score -81268.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -81290.328125 Penalty: 670.862732
	Iteration 10Q: 3 clusters Score -81290.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -81304.429688 Penalty: 670.862732
	Iteration 11Q: 3 clusters Score -81304.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -81312.539062 Penalty: 670.862732
	Iteration 12Q: 3 clusters Score -81312.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -81315.671875 Penalty: 670.862732
	Iteration 13Q: 3 clusters Score -81315.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -81317.226562 Penalty: 670.862732
	Iteration 14Q: 3 clusters Score -81317.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -81317.257812 Penalty: 670.862732
	Iteration 15Q: 3 clusters Score -81317.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -81317.929688 Penalty: 670.862732
	Iteration 16Q: 3 clusters Score -81317.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -81318.031250 Penalty: 670.862732
	Iteration 17Q: 3 clusters Score -81318.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -81318.031250 Penalty: 670.862732
	Iteration 18F: 3 clusters Score -81318.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -9918.083008 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -9918.083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9642.083984 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -9642.084 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9701.890625 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -9701.891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9710.672852 Penalty: 489.150330
	Iteration 2Q: 3 clusters Score -9710.673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9715.954102 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -9715.954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9716.623047 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -9716.623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9716.851562 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -9716.852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9716.851562 Penalty: 489.150330
	Iteration 6F: 3 clusters Score -9716.852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -27158.501953 Penalty: 285.157623
	Iteration 0F: 2 clusters Score -27158.5 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 264 members 
Entering Unmasked Estep 
Score: -26656.017578 Penalty: 570.315247
	Iteration 0F: 3 clusters Score -26656.02 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26796.324219 Penalty: 570.315247
	Iteration 1F: 3 clusters Score -26796.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26823.476562 Penalty: 570.315247
	Iteration 2F: 3 clusters Score -26823.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26837.052734 Penalty: 570.315247
	Iteration 3Q: 3 clusters Score -26837.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26845.064453 Penalty: 570.315247
	Iteration 4Q: 3 clusters Score -26845.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -26852.535156 Penalty: 570.315247
	Iteration 5Q: 3 clusters Score -26852.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26860.310547 Penalty: 570.315247
	Iteration 6Q: 3 clusters Score -26860.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26865.736328 Penalty: 570.315247
	Iteration 7Q: 3 clusters Score -26865.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26868.421875 Penalty: 570.315247
	Iteration 8Q: 3 clusters Score -26868.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26868.617188 Penalty: 570.315247
	Iteration 9Q: 3 clusters Score -26868.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26869.271484 Penalty: 570.315247
	Iteration 10Q: 3 clusters Score -26869.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26869.695312 Penalty: 570.315247
	Iteration 11Q: 3 clusters Score -26869.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26870.066406 Penalty: 570.315247
	Iteration 12Q: 3 clusters Score -26870.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26870.066406 Penalty: 570.315247
	Iteration 13F: 3 clusters Score -26870.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6071.739746 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6071.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5871.852539 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5871.853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5919.501465 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5919.501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5928.532227 Penalty: 448.380096
	Iteration 2Q: 3 clusters Score -5928.532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5931.017090 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -5931.017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5932.310547 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -5932.311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5932.310547 Penalty: 448.380096
	Iteration 5F: 3 clusters Score -5932.311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Entering Unmasked Estep 
Score: -301106.156250 Penalty: 396.869965
	Iteration 0F: 2 clusters Score -301106.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -296995.718750 Penalty: 793.739929
	Iteration 0F: 3 clusters Score -296995.7 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -298767.250000 Penalty: 793.739929
	Iteration 1F: 3 clusters Score -298767.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -299056.187500 Penalty: 793.739929
	Iteration 2F: 3 clusters Score -299056.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -299344.531250 Penalty: 793.739929
	Iteration 3F: 3 clusters Score -299344.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -299588.093750 Penalty: 793.739929
	Iteration 4F: 3 clusters Score -299588.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -299782.281250 Penalty: 793.739929
	Iteration 5F: 3 clusters Score -299782.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -299927.187500 Penalty: 793.739929
	Iteration 6Q: 3 clusters Score -299927.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -300052.187500 Penalty: 793.739929
	Iteration 7Q: 3 clusters Score -300052.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -300141.125000 Penalty: 793.739929
	Iteration 8Q: 3 clusters Score -300141.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -300197.000000 Penalty: 793.739929
	Iteration 9Q: 3 clusters Score -300197 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -300253.750000 Penalty: 793.739929
	Iteration 10Q: 3 clusters Score -300253.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -300307.562500 Penalty: 793.739929
	Iteration 11Q: 3 clusters Score -300307.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -300351.937500 Penalty: 793.739929
	Iteration 12Q: 3 clusters Score -300351.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -300398.562500 Penalty: 793.739929
	Iteration 13Q: 3 clusters Score -300398.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -300436.750000 Penalty: 793.739929
	Iteration 14Q: 3 clusters Score -300436.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -300478.531250 Penalty: 793.739929
	Iteration 15Q: 3 clusters Score -300478.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -300509.687500 Penalty: 793.739929
	Iteration 16Q: 3 clusters Score -300509.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -300541.125000 Penalty: 793.739929
	Iteration 17Q: 3 clusters Score -300541.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -300572.968750 Penalty: 793.739929
	Iteration 18Q: 3 clusters Score -300573 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -300598.062500 Penalty: 793.739929
	Iteration 19Q: 3 clusters Score -300598.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -300629.593750 Penalty: 793.739929
	Iteration 20F: 3 clusters Score -300629.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -300658.281250 Penalty: 793.739929
	Iteration 21Q: 3 clusters Score -300658.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -300677.437500 Penalty: 793.739929
	Iteration 22Q: 3 clusters Score -300677.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -300699.250000 Penalty: 793.739929
	Iteration 23Q: 3 clusters Score -300699.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -300711.687500 Penalty: 793.739929
	Iteration 24Q: 3 clusters Score -300711.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -300723.562500 Penalty: 793.739929
	Iteration 25Q: 3 clusters Score -300723.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -300736.875000 Penalty: 793.739929
	Iteration 26Q: 3 clusters Score -300736.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -300747.375000 Penalty: 793.739929
	Iteration 27Q: 3 clusters Score -300747.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -300756.781250 Penalty: 793.739929
	Iteration 28Q: 3 clusters Score -300756.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -300765.781250 Penalty: 793.739929
	Iteration 29Q: 3 clusters Score -300765.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -300773.906250 Penalty: 793.739929
	Iteration 30Q: 3 clusters Score -300773.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -300780.000000 Penalty: 793.739929
	Iteration 31Q: 3 clusters Score -300780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -300787.843750 Penalty: 793.739929
	Iteration 32Q: 3 clusters Score -300787.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -300794.812500 Penalty: 793.739929
	Iteration 33Q: 3 clusters Score -300794.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -300796.062500 Penalty: 793.739929
	Iteration 34Q: 3 clusters Score -300796.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -300801.343750 Penalty: 793.739929
	Iteration 35Q: 3 clusters Score -300801.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -300807.656250 Penalty: 793.739929
	Iteration 36Q: 3 clusters Score -300807.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -300812.937500 Penalty: 793.739929
	Iteration 37Q: 3 clusters Score -300812.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -300822.000000 Penalty: 793.739929
	Iteration 38Q: 3 clusters Score -300822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -300830.312500 Penalty: 793.739929
	Iteration 39Q: 3 clusters Score -300830.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -300838.781250 Penalty: 793.739929
	Iteration 40F: 3 clusters Score -300838.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -300845.625000 Penalty: 793.739929
	Iteration 41Q: 3 clusters Score -300845.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -300849.625000 Penalty: 793.739929
	Iteration 42Q: 3 clusters Score -300849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -300851.656250 Penalty: 793.739929
	Iteration 43Q: 3 clusters Score -300851.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -300852.375000 Penalty: 793.739929
	Iteration 44Q: 3 clusters Score -300852.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -300852.375000 Penalty: 793.739929
	Iteration 45F: 3 clusters Score -300852.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Entering Unmasked Estep 
Score: -1644173.625000 Penalty: 468.731628
	Iteration 0F: 2 clusters Score -1644174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1624258.500000 Penalty: 937.463257
	Iteration 0F: 3 clusters Score -1624258 nChanged 14184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1632510.750000 Penalty: 937.463257
	Iteration 1F: 3 clusters Score -1632511 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1632921.125000 Penalty: 937.463257
	Iteration 2Q: 3 clusters Score -1632921 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -1633515.250000 Penalty: 937.463257
	Iteration 3Q: 3 clusters Score -1633515 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -1634438.875000 Penalty: 937.463257
	Iteration 4F: 3 clusters Score -1634439 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -1635742.500000 Penalty: 937.463257
	Iteration 5F: 3 clusters Score -1635742 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -1637331.750000 Penalty: 937.463257
	Iteration 6F: 3 clusters Score -1637332 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -1638909.000000 Penalty: 937.463257
	Iteration 7F: 3 clusters Score -1638909 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -1639962.875000 Penalty: 937.463257
	Iteration 8F: 3 clusters Score -1639963 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -1640530.000000 Penalty: 937.463257
	Iteration 9Q: 3 clusters Score -1640530 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -1640894.250000 Penalty: 937.463257
	Iteration 10Q: 3 clusters Score -1640894 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -1641163.750000 Penalty: 937.463257
	Iteration 11Q: 3 clusters Score -1641164 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -1641397.125000 Penalty: 937.463257
	Iteration 12Q: 3 clusters Score -1641397 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -1641611.250000 Penalty: 937.463257
	Iteration 13Q: 3 clusters Score -1641611 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -1641829.875000 Penalty: 937.463257
	Iteration 14Q: 3 clusters Score -1641830 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -1642058.375000 Penalty: 937.463257
	Iteration 15Q: 3 clusters Score -1642058 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -1642295.125000 Penalty: 937.463257
	Iteration 16Q: 3 clusters Score -1642295 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -1642510.625000 Penalty: 937.463257
	Iteration 17Q: 3 clusters Score -1642511 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -1642682.625000 Penalty: 937.463257
	Iteration 18Q: 3 clusters Score -1642683 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -1642848.125000 Penalty: 937.463257
	Iteration 19Q: 3 clusters Score -1642848 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -1642988.875000 Penalty: 937.463257
	Iteration 20F: 3 clusters Score -1642989 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -1643136.250000 Penalty: 937.463257
	Iteration 21Q: 3 clusters Score -1643136 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -1643245.250000 Penalty: 937.463257
	Iteration 22Q: 3 clusters Score -1643245 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -1643347.375000 Penalty: 937.463257
	Iteration 23Q: 3 clusters Score -1643347 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -1643441.875000 Penalty: 937.463257
	Iteration 24Q: 3 clusters Score -1643442 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -1643512.125000 Penalty: 937.463257
	Iteration 25Q: 3 clusters Score -1643512 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -1643579.000000 Penalty: 937.463257
	Iteration 26Q: 3 clusters Score -1643579 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -1643622.875000 Penalty: 937.463257
	Iteration 27Q: 3 clusters Score -1643623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -1643654.750000 Penalty: 937.463257
	Iteration 28Q: 3 clusters Score -1643655 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -1643680.875000 Penalty: 937.463257
	Iteration 29Q: 3 clusters Score -1643681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -1643707.125000 Penalty: 937.463257
	Iteration 30Q: 3 clusters Score -1643707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -1643720.500000 Penalty: 937.463257
	Iteration 31Q: 3 clusters Score -1643720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -1643730.000000 Penalty: 937.463257
	Iteration 32Q: 3 clusters Score -1643730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -1643738.375000 Penalty: 937.463257
	Iteration 33Q: 3 clusters Score -1643738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -1643742.375000 Penalty: 937.463257
	Iteration 34Q: 3 clusters Score -1643742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -1643751.375000 Penalty: 937.463257
	Iteration 35Q: 3 clusters Score -1643751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -1643763.250000 Penalty: 937.463257
	Iteration 36Q: 3 clusters Score -1643763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -1643773.125000 Penalty: 937.463257
	Iteration 37Q: 3 clusters Score -1643773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -1643781.250000 Penalty: 937.463257
	Iteration 38Q: 3 clusters Score -1643781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -1643784.875000 Penalty: 937.463257
	Iteration 39Q: 3 clusters Score -1643785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -1643788.875000 Penalty: 937.463257
	Iteration 40F: 3 clusters Score -1643789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -1643794.000000 Penalty: 937.463257
	Iteration 41Q: 3 clusters Score -1643794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -1643798.625000 Penalty: 937.463257
	Iteration 42Q: 3 clusters Score -1643799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -1643799.875000 Penalty: 937.463257
	Iteration 43Q: 3 clusters Score -1643800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -1643799.625000 Penalty: 937.463257
	Iteration 44Q: 3 clusters Score -1643800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -1643802.875000 Penalty: 937.463257
	Iteration 45Q: 3 clusters Score -1643803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -1643804.125000 Penalty: 937.463257
	Iteration 46Q: 3 clusters Score -1643804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -1643806.000000 Penalty: 937.463257
	Iteration 47Q: 3 clusters Score -1643806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -1643805.750000 Penalty: 937.463257
	Iteration 48Q: 3 clusters Score -1643806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -1643805.750000 Penalty: 937.463257
	Iteration 49F: 3 clusters Score -1643806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -14618.455078 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -14618.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14271.687500 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -14271.69 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14403.415039 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -14403.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14432.787109 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -14432.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14442.228516 Penalty: 519.949707
	Iteration 3Q: 3 clusters Score -14442.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14445.849609 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -14445.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14455.246094 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -14455.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14460.990234 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -14460.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -14466.203125 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -14466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14469.381836 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -14469.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14469.381836 Penalty: 519.949707
	Iteration 9F: 3 clusters Score -14469.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -28913.289062 Penalty: 289.986053
	Iteration 0F: 2 clusters Score -28913.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28377.142578 Penalty: 579.972107
	Iteration 0F: 3 clusters Score -28377.14 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28628.136719 Penalty: 579.972107
	Iteration 1F: 3 clusters Score -28628.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -28708.556641 Penalty: 579.972107
	Iteration 2F: 3 clusters Score -28708.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -28733.376953 Penalty: 579.972107
	Iteration 3Q: 3 clusters Score -28733.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -28742.416016 Penalty: 579.972107
	Iteration 4Q: 3 clusters Score -28742.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -28751.263672 Penalty: 579.972107
	Iteration 5Q: 3 clusters Score -28751.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -28756.953125 Penalty: 579.972107
	Iteration 6Q: 3 clusters Score -28756.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -28761.558594 Penalty: 579.972107
	Iteration 7Q: 3 clusters Score -28761.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -28766.210938 Penalty: 579.972107
	Iteration 8Q: 3 clusters Score -28766.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -28769.759766 Penalty: 579.972107
	Iteration 9Q: 3 clusters Score -28769.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -28770.667969 Penalty: 579.972107
	Iteration 10Q: 3 clusters Score -28770.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -28770.667969 Penalty: 579.972107
	Iteration 11F: 3 clusters Score -28770.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -22314.310547 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -22314.31 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 228 members 
Entering Unmasked Estep 
Score: -21837.781250 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -21837.78 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21946.083984 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -21946.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21979.492188 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -21979.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21999.246094 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -21999.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22012.318359 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -22012.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22022.035156 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -22022.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22031.197266 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -22031.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22040.578125 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -22040.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22049.398438 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -22049.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22054.724609 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -22054.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22066.517578 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -22066.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -22074.054688 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -22074.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -22077.986328 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -22077.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -22080.787109 Penalty: 561.434570
	Iteration 13Q: 3 clusters Score -22080.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -22082.769531 Penalty: 561.434570
	Iteration 14Q: 3 clusters Score -22082.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -22083.611328 Penalty: 561.434570
	Iteration 15Q: 3 clusters Score -22083.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -22089.974609 Penalty: 561.434570
	Iteration 16Q: 3 clusters Score -22089.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -22095.994141 Penalty: 561.434570
	Iteration 17Q: 3 clusters Score -22095.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -22099.068359 Penalty: 561.434570
	Iteration 18Q: 3 clusters Score -22099.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -22101.199219 Penalty: 561.434570
	Iteration 19Q: 3 clusters Score -22101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -22102.412109 Penalty: 561.434570
	Iteration 20F: 3 clusters Score -22102.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -30774.628906 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -30774.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30183.914062 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -30183.91 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30359.095703 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -30359.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -30402.599609 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -30402.6 nChanged 42
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: -30445.312500 Penalty: 592.162231
	Iteration 3F: 3 clusters Score -30445.31 nChanged 47
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: -30496.636719 Penalty: 592.162231
	Iteration 4F: 3 clusters Score -30496.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30531.412109 Penalty: 592.162231
	Iteration 5F: 3 clusters Score -30531.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30548.791016 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -30548.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30560.041016 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -30560.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30565.914062 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -30565.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30570.755859 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -30570.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30576.361328 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -30576.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30579.933594 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -30579.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30584.183594 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -30584.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30587.291016 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -30587.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30588.785156 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -30588.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30591.337891 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -30591.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30592.818359 Penalty: 592.162231
	Iteration 16Q: 3 clusters Score -30592.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30596.574219 Penalty: 592.162231
	Iteration 17Q: 3 clusters Score -30596.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30600.398438 Penalty: 592.162231
	Iteration 18Q: 3 clusters Score -30600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30601.628906 Penalty: 592.162231
	Iteration 19Q: 3 clusters Score -30601.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30603.166016 Penalty: 592.162231
	Iteration 20F: 3 clusters Score -30603.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30603.478516 Penalty: 592.162231
	Iteration 21Q: 3 clusters Score -30603.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30603.974609 Penalty: 592.162231
	Iteration 22Q: 3 clusters Score -30603.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30603.974609 Penalty: 592.162231
	Iteration 23F: 3 clusters Score -30603.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (77218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77218 members 
Entering Unmasked Estep 
Score: -4217944.500000 Penalty: 512.074646
	Iteration 0F: 2 clusters Score -4217944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -4165838.250000 Penalty: 1024.149292
	Iteration 0F: 3 clusters Score -4165838 nChanged 37619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -4188572.500000 Penalty: 1024.149292
	Iteration 1F: 3 clusters Score -4188572 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -4189942.000000 Penalty: 1024.149292
	Iteration 2Q: 3 clusters Score -4189942 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -4191942.500000 Penalty: 1024.149292
	Iteration 3Q: 3 clusters Score -4191942 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -4195012.500000 Penalty: 1024.149292
	Iteration 4F: 3 clusters Score -4195012 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -4198980.500000 Penalty: 1024.149292
	Iteration 5F: 3 clusters Score -4198980 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -4202537.500000 Penalty: 1024.149292
	Iteration 6F: 3 clusters Score -4202538 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -4204151.500000 Penalty: 1024.149292
	Iteration 7Q: 3 clusters Score -4204152 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -4204660.500000 Penalty: 1024.149292
	Iteration 8Q: 3 clusters Score -4204660 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -4204823.000000 Penalty: 1024.149292
	Iteration 9Q: 3 clusters Score -4204823 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -4204930.000000 Penalty: 1024.149292
	Iteration 10Q: 3 clusters Score -4204930 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -4204976.000000 Penalty: 1024.149292
	Iteration 11Q: 3 clusters Score -4204976 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4205056.500000 Penalty: 1024.149292
	Iteration 12Q: 3 clusters Score -4205056 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4205137.500000 Penalty: 1024.149292
	Iteration 13Q: 3 clusters Score -4205138 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -4205204.500000 Penalty: 1024.149292
	Iteration 14Q: 3 clusters Score -4205204 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -4205298.500000 Penalty: 1024.149292
	Iteration 15Q: 3 clusters Score -4205298 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -4205388.000000 Penalty: 1024.149292
	Iteration 16Q: 3 clusters Score -4205388 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -4205449.000000 Penalty: 1024.149292
	Iteration 17Q: 3 clusters Score -4205449 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -4205554.000000 Penalty: 1024.149292
	Iteration 18Q: 3 clusters Score -4205554 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -4205679.000000 Penalty: 1024.149292
	Iteration 19Q: 3 clusters Score -4205679 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -4205784.500000 Penalty: 1024.149292
	Iteration 20F: 3 clusters Score -4205784 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4205881.000000 Penalty: 1024.149292
	Iteration 21Q: 3 clusters Score -4205881 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -4205990.000000 Penalty: 1024.149292
	Iteration 22Q: 3 clusters Score -4205990 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -4206082.500000 Penalty: 1024.149292
	Iteration 23Q: 3 clusters Score -4206082 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -4206148.500000 Penalty: 1024.149292
	Iteration 24Q: 3 clusters Score -4206148 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -4206283.500000 Penalty: 1024.149292
	Iteration 25Q: 3 clusters Score -4206284 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -4206444.500000 Penalty: 1024.149292
	Iteration 26Q: 3 clusters Score -4206444 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -4206560.000000 Penalty: 1024.149292
	Iteration 27Q: 3 clusters Score -4206560 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -4206732.000000 Penalty: 1024.149292
	Iteration 28Q: 3 clusters Score -4206732 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -4206904.500000 Penalty: 1024.149292
	Iteration 29Q: 3 clusters Score -4206904 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -4207107.000000 Penalty: 1024.149292
	Iteration 30Q: 3 clusters Score -4207107 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -4207291.500000 Penalty: 1024.149292
	Iteration 31Q: 3 clusters Score -4207292 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -4207496.000000 Penalty: 1024.149292
	Iteration 32Q: 3 clusters Score -4207496 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -4207754.500000 Penalty: 1024.149292
	Iteration 33Q: 3 clusters Score -4207754 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -4208030.500000 Penalty: 1024.149292
	Iteration 34Q: 3 clusters Score -4208030 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -4208321.000000 Penalty: 1024.149292
	Iteration 35Q: 3 clusters Score -4208321 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -4208702.500000 Penalty: 1024.149292
	Iteration 36Q: 3 clusters Score -4208702 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -4209122.500000 Penalty: 1024.149292
	Iteration 37Q: 3 clusters Score -4209122 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -4209551.000000 Penalty: 1024.149292
	Iteration 38Q: 3 clusters Score -4209551 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -4209987.500000 Penalty: 1024.149292
	Iteration 39Q: 3 clusters Score -4209988 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -4210481.500000 Penalty: 1024.149292
	Iteration 40F: 3 clusters Score -4210482 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -4211031.500000 Penalty: 1024.149292
	Iteration 41Q: 3 clusters Score -4211032 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -4211554.500000 Penalty: 1024.149292
	Iteration 42Q: 3 clusters Score -4211554 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -4212016.000000 Penalty: 1024.149292
	Iteration 43Q: 3 clusters Score -4212016 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -4212403.000000 Penalty: 1024.149292
	Iteration 44Q: 3 clusters Score -4212403 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65081 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -4212741.000000 Penalty: 1024.149292
	Iteration 45Q: 3 clusters Score -4212741 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65936 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -4213077.500000 Penalty: 1024.149292
	Iteration 46Q: 3 clusters Score -4213078 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -4213389.000000 Penalty: 1024.149292
	Iteration 47Q: 3 clusters Score -4213389 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -4213670.500000 Penalty: 1024.149292
	Iteration 48Q: 3 clusters Score -4213670 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -4213950.000000 Penalty: 1024.149292
	Iteration 49Q: 3 clusters Score -4213950 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -4214175.000000 Penalty: 1024.149292
	Iteration 50Q: 3 clusters Score -4214175 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69791 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -4214420.000000 Penalty: 1024.149292
	Iteration 51Q: 3 clusters Score -4214420 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -4214664.000000 Penalty: 1024.149292
	Iteration 52Q: 3 clusters Score -4214664 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -4214906.000000 Penalty: 1024.149292
	Iteration 53Q: 3 clusters Score -4214906 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -4215127.000000 Penalty: 1024.149292
	Iteration 54Q: 3 clusters Score -4215127 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72254 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4215333.500000 Penalty: 1024.149292
	Iteration 55Q: 3 clusters Score -4215334 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -4215560.000000 Penalty: 1024.149292
	Iteration 56Q: 3 clusters Score -4215560 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -4215803.500000 Penalty: 1024.149292
	Iteration 57Q: 3 clusters Score -4215804 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73794 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -4216029.000000 Penalty: 1024.149292
	Iteration 58Q: 3 clusters Score -4216029 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4216222.000000 Penalty: 1024.149292
	Iteration 59Q: 3 clusters Score -4216222 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74628 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4216401.000000 Penalty: 1024.149292
	Iteration 60F: 3 clusters Score -4216401 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4216587.500000 Penalty: 1024.149292
	Iteration 61Q: 3 clusters Score -4216588 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4216734.000000 Penalty: 1024.149292
	Iteration 62Q: 3 clusters Score -4216734 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4216895.000000 Penalty: 1024.149292
	Iteration 63Q: 3 clusters Score -4216895 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4217007.000000 Penalty: 1024.149292
	Iteration 64Q: 3 clusters Score -4217007 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75974 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4217100.000000 Penalty: 1024.149292
	Iteration 65Q: 3 clusters Score -4217100 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4217159.000000 Penalty: 1024.149292
	Iteration 66Q: 3 clusters Score -4217159 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4217222.000000 Penalty: 1024.149292
	Iteration 67Q: 3 clusters Score -4217222 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4217262.000000 Penalty: 1024.149292
	Iteration 68Q: 3 clusters Score -4217262 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4217278.000000 Penalty: 1024.149292
	Iteration 69Q: 3 clusters Score -4217278 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4217312.000000 Penalty: 1024.149292
	Iteration 70Q: 3 clusters Score -4217312 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76589 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4217349.000000 Penalty: 1024.149292
	Iteration 71Q: 3 clusters Score -4217349 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4217379.000000 Penalty: 1024.149292
	Iteration 72Q: 3 clusters Score -4217379 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76706 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4217402.000000 Penalty: 1024.149292
	Iteration 73Q: 3 clusters Score -4217402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4217415.500000 Penalty: 1024.149292
	Iteration 74Q: 3 clusters Score -4217416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76773 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4217428.000000 Penalty: 1024.149292
	Iteration 75Q: 3 clusters Score -4217428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4217442.500000 Penalty: 1024.149292
	Iteration 76Q: 3 clusters Score -4217442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4217449.000000 Penalty: 1024.149292
	Iteration 77Q: 3 clusters Score -4217449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4217458.000000 Penalty: 1024.149292
	Iteration 78Q: 3 clusters Score -4217458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4217469.000000 Penalty: 1024.149292
	Iteration 79Q: 3 clusters Score -4217469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4217477.000000 Penalty: 1024.149292
	Iteration 80F: 3 clusters Score -4217477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76887 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4217481.500000 Penalty: 1024.149292
	Iteration 81Q: 3 clusters Score -4217482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76896 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4217482.000000 Penalty: 1024.149292
	Iteration 82Q: 3 clusters Score -4217482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4217484.000000 Penalty: 1024.149292
	Iteration 83Q: 3 clusters Score -4217484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4217489.000000 Penalty: 1024.149292
	Iteration 84Q: 3 clusters Score -4217489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4217494.000000 Penalty: 1024.149292
	Iteration 85Q: 3 clusters Score -4217494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76927 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4217494.000000 Penalty: 1024.149292
	Iteration 86Q: 3 clusters Score -4217494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76930 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4217502.000000 Penalty: 1024.149292
	Iteration 87Q: 3 clusters Score -4217502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76937 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4217504.500000 Penalty: 1024.149292
	Iteration 88Q: 3 clusters Score -4217504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76947 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4217510.000000 Penalty: 1024.149292
	Iteration 89Q: 3 clusters Score -4217510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76961 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4217519.000000 Penalty: 1024.149292
	Iteration 90Q: 3 clusters Score -4217519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4217521.500000 Penalty: 1024.149292
	Iteration 91Q: 3 clusters Score -4217522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4217520.500000 Penalty: 1024.149292
	Iteration 92Q: 3 clusters Score -4217520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76986 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4217519.500000 Penalty: 1024.149292
	Iteration 93Q: 3 clusters Score -4217520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76990 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4217522.500000 Penalty: 1024.149292
	Iteration 94Q: 3 clusters Score -4217522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76994 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4217526.000000 Penalty: 1024.149292
	Iteration 95Q: 3 clusters Score -4217526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4217528.000000 Penalty: 1024.149292
	Iteration 96Q: 3 clusters Score -4217528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77000 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4217528.500000 Penalty: 1024.149292
	Iteration 97Q: 3 clusters Score -4217528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4217529.000000 Penalty: 1024.149292
	Iteration 98Q: 3 clusters Score -4217529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4217527.000000 Penalty: 1024.149292
	Iteration 99Q: 3 clusters Score -4217527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4217527.000000 Penalty: 1024.149292
	Iteration 100F: 3 clusters Score -4217527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -4130.522461 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -4130.522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3928.550537 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -3928.551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3987.222900 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -3987.223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4005.306885 Penalty: 424.372986
	Iteration 2F: 3 clusters Score -4005.307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -4018.003662 Penalty: 424.372986
	Iteration 3F: 3 clusters Score -4018.004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -4019.809326 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -4019.809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -4024.539795 Penalty: 424.372986
	Iteration 5Q: 3 clusters Score -4024.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -4024.539795 Penalty: 424.372986
	Iteration 6F: 3 clusters Score -4024.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -18278.294922 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -18278.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17884.992188 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -17884.99 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17962.984375 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -17962.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17987.654297 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -17987.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17999.212891 Penalty: 531.233459
	Iteration 3Q: 3 clusters Score -17999.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18003.101562 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -18003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18006.744141 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -18006.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18011.525391 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -18011.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18015.822266 Penalty: 531.233459
	Iteration 7Q: 3 clusters Score -18015.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18016.750000 Penalty: 531.233459
	Iteration 8Q: 3 clusters Score -18016.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18017.792969 Penalty: 531.233459
	Iteration 9Q: 3 clusters Score -18017.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18018.382812 Penalty: 531.233459
	Iteration 10Q: 3 clusters Score -18018.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18018.382812 Penalty: 531.233459
	Iteration 11F: 3 clusters Score -18018.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -18516.009766 Penalty: 271.576202
	Iteration 0F: 2 clusters Score -18516.01 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 210 members 
Entering Unmasked Estep 
Score: -18097.408203 Penalty: 543.152405
	Iteration 0F: 3 clusters Score -18097.41 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -18287.253906 Penalty: 543.152405
	Iteration 1F: 3 clusters Score -18287.25 nChanged 36
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: -18329.095703 Penalty: 543.152405
	Iteration 2F: 3 clusters Score -18329.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18359.179688 Penalty: 543.152405
	Iteration 3F: 3 clusters Score -18359.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18383.830078 Penalty: 543.152405
	Iteration 4Q: 3 clusters Score -18383.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18390.113281 Penalty: 543.152405
	Iteration 5Q: 3 clusters Score -18390.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -18392.921875 Penalty: 543.152405
	Iteration 6Q: 3 clusters Score -18392.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -18394.218750 Penalty: 543.152405
	Iteration 7Q: 3 clusters Score -18394.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -18395.421875 Penalty: 543.152405
	Iteration 8Q: 3 clusters Score -18395.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -18396.583984 Penalty: 543.152405
	Iteration 9Q: 3 clusters Score -18396.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -18397.675781 Penalty: 543.152405
	Iteration 10Q: 3 clusters Score -18397.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -18400.312500 Penalty: 543.152405
	Iteration 11Q: 3 clusters Score -18400.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -18402.308594 Penalty: 543.152405
	Iteration 12Q: 3 clusters Score -18402.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -18403.863281 Penalty: 543.152405
	Iteration 13Q: 3 clusters Score -18403.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -18404.287109 Penalty: 543.152405
	Iteration 14Q: 3 clusters Score -18404.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -18404.287109 Penalty: 543.152405
	Iteration 15F: 3 clusters Score -18404.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -13371.180664 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -13371.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13043.093750 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -13043.09 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13117.066406 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -13117.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13137.140625 Penalty: 507.411377
	Iteration 2Q: 3 clusters Score -13137.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13146.132812 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -13146.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13151.832031 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -13151.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13154.943359 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -13154.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13157.760742 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -13157.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13158.638672 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -13158.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13158.638672 Penalty: 507.411377
	Iteration 8F: 3 clusters Score -13158.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Entering Unmasked Estep 
Score: -612675.125000 Penalty: 423.262085
	Iteration 0F: 2 clusters Score -612675.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -605301.875000 Penalty: 846.524170
	Iteration 0F: 3 clusters Score -605301.9 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -608416.000000 Penalty: 846.524170
	Iteration 1F: 3 clusters Score -608416 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -608691.375000 Penalty: 846.524170
	Iteration 2F: 3 clusters Score -608691.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -609038.312500 Penalty: 846.524170
	Iteration 3F: 3 clusters Score -609038.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -609426.000000 Penalty: 846.524170
	Iteration 4F: 3 clusters Score -609426 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -609918.312500 Penalty: 846.524170
	Iteration 5F: 3 clusters Score -609918.3 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -610438.187500 Penalty: 846.524170
	Iteration 6F: 3 clusters Score -610438.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -610796.125000 Penalty: 846.524170
	Iteration 7Q: 3 clusters Score -610796.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -610978.250000 Penalty: 846.524170
	Iteration 8Q: 3 clusters Score -610978.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -611100.125000 Penalty: 846.524170
	Iteration 9Q: 3 clusters Score -611100.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -611192.437500 Penalty: 846.524170
	Iteration 10Q: 3 clusters Score -611192.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -611271.250000 Penalty: 846.524170
	Iteration 11Q: 3 clusters Score -611271.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -611353.625000 Penalty: 846.524170
	Iteration 12Q: 3 clusters Score -611353.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -611431.875000 Penalty: 846.524170
	Iteration 13Q: 3 clusters Score -611431.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -611503.625000 Penalty: 846.524170
	Iteration 14Q: 3 clusters Score -611503.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -611565.125000 Penalty: 846.524170
	Iteration 15Q: 3 clusters Score -611565.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -611625.000000 Penalty: 846.524170
	Iteration 16Q: 3 clusters Score -611625 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -611690.562500 Penalty: 846.524170
	Iteration 17Q: 3 clusters Score -611690.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -611741.937500 Penalty: 846.524170
	Iteration 18Q: 3 clusters Score -611741.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -611802.312500 Penalty: 846.524170
	Iteration 19Q: 3 clusters Score -611802.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -611862.687500 Penalty: 846.524170
	Iteration 20F: 3 clusters Score -611862.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -611922.437500 Penalty: 846.524170
	Iteration 21Q: 3 clusters Score -611922.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -611989.125000 Penalty: 846.524170
	Iteration 22Q: 3 clusters Score -611989.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -612049.687500 Penalty: 846.524170
	Iteration 23Q: 3 clusters Score -612049.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -612103.250000 Penalty: 846.524170
	Iteration 24Q: 3 clusters Score -612103.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -612142.375000 Penalty: 846.524170
	Iteration 25Q: 3 clusters Score -612142.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -612173.562500 Penalty: 846.524170
	Iteration 26Q: 3 clusters Score -612173.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -612203.000000 Penalty: 846.524170
	Iteration 27Q: 3 clusters Score -612203 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -612223.312500 Penalty: 846.524170
	Iteration 28Q: 3 clusters Score -612223.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -612245.750000 Penalty: 846.524170
	Iteration 29Q: 3 clusters Score -612245.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -612261.250000 Penalty: 846.524170
	Iteration 30Q: 3 clusters Score -612261.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -612267.937500 Penalty: 846.524170
	Iteration 31Q: 3 clusters Score -612267.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -612276.062500 Penalty: 846.524170
	Iteration 32Q: 3 clusters Score -612276.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -612280.000000 Penalty: 846.524170
	Iteration 33Q: 3 clusters Score -612280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -612281.875000 Penalty: 846.524170
	Iteration 34Q: 3 clusters Score -612281.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -612285.625000 Penalty: 846.524170
	Iteration 35Q: 3 clusters Score -612285.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -612288.437500 Penalty: 846.524170
	Iteration 36Q: 3 clusters Score -612288.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -612292.000000 Penalty: 846.524170
	Iteration 37Q: 3 clusters Score -612292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -612294.937500 Penalty: 846.524170
	Iteration 38Q: 3 clusters Score -612294.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -612295.812500 Penalty: 846.524170
	Iteration 39Q: 3 clusters Score -612295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -612297.625000 Penalty: 846.524170
	Iteration 40F: 3 clusters Score -612297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -612299.125000 Penalty: 846.524170
	Iteration 41Q: 3 clusters Score -612299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -612300.500000 Penalty: 846.524170
	Iteration 42Q: 3 clusters Score -612300.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -612302.500000 Penalty: 846.524170
	Iteration 43Q: 3 clusters Score -612302.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -612303.000000 Penalty: 846.524170
	Iteration 44Q: 3 clusters Score -612303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -612305.187500 Penalty: 846.524170
	Iteration 45Q: 3 clusters Score -612305.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -612307.875000 Penalty: 846.524170
	Iteration 46Q: 3 clusters Score -612307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -612310.000000 Penalty: 846.524170
	Iteration 47Q: 3 clusters Score -612310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -612314.250000 Penalty: 846.524170
	Iteration 48Q: 3 clusters Score -612314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -612314.875000 Penalty: 846.524170
	Iteration 49Q: 3 clusters Score -612314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -612316.250000 Penalty: 846.524170
	Iteration 50Q: 3 clusters Score -612316.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -612318.312500 Penalty: 846.524170
	Iteration 51Q: 3 clusters Score -612318.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -612320.000000 Penalty: 846.524170
	Iteration 52Q: 3 clusters Score -612320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -612319.875000 Penalty: 846.524170
	Iteration 53Q: 3 clusters Score -612319.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -612320.625000 Penalty: 846.524170
	Iteration 54Q: 3 clusters Score -612320.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -612320.625000 Penalty: 846.524170
	Iteration 55F: 3 clusters Score -612320.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -120230.265625 Penalty: 349.636749
	Iteration 0F: 2 clusters Score -120230.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -118676.914062 Penalty: 699.273499
	Iteration 0F: 3 clusters Score -118676.9 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -119270.007812 Penalty: 699.273499
	Iteration 1F: 3 clusters Score -119270 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -119521.390625 Penalty: 699.273499
	Iteration 2F: 3 clusters Score -119521.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -119734.695312 Penalty: 699.273499
	Iteration 3F: 3 clusters Score -119734.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -119851.695312 Penalty: 699.273499
	Iteration 4F: 3 clusters Score -119851.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -119932.554688 Penalty: 699.273499
	Iteration 5Q: 3 clusters Score -119932.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -119972.960938 Penalty: 699.273499
	Iteration 6Q: 3 clusters Score -119973 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -119997.718750 Penalty: 699.273499
	Iteration 7Q: 3 clusters Score -119997.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -120007.406250 Penalty: 699.273499
	Iteration 8Q: 3 clusters Score -120007.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -120015.343750 Penalty: 699.273499
	Iteration 9Q: 3 clusters Score -120015.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -120021.625000 Penalty: 699.273499
	Iteration 10Q: 3 clusters Score -120021.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -120029.453125 Penalty: 699.273499
	Iteration 11Q: 3 clusters Score -120029.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -120037.921875 Penalty: 699.273499
	Iteration 12Q: 3 clusters Score -120037.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -120051.007812 Penalty: 699.273499
	Iteration 13Q: 3 clusters Score -120051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -120061.273438 Penalty: 699.273499
	Iteration 14Q: 3 clusters Score -120061.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -120067.328125 Penalty: 699.273499
	Iteration 15Q: 3 clusters Score -120067.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -120071.492188 Penalty: 699.273499
	Iteration 16Q: 3 clusters Score -120071.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -120073.132812 Penalty: 699.273499
	Iteration 17Q: 3 clusters Score -120073.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -120074.187500 Penalty: 699.273499
	Iteration 18Q: 3 clusters Score -120074.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -120075.671875 Penalty: 699.273499
	Iteration 19Q: 3 clusters Score -120075.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -120076.937500 Penalty: 699.273499
	Iteration 20F: 3 clusters Score -120076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -120077.476562 Penalty: 699.273499
	Iteration 21Q: 3 clusters Score -120077.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -120078.476562 Penalty: 699.273499
	Iteration 22Q: 3 clusters Score -120078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -120078.875000 Penalty: 699.273499
	Iteration 23Q: 3 clusters Score -120078.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -120079.578125 Penalty: 699.273499
	Iteration 24Q: 3 clusters Score -120079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -120080.171875 Penalty: 699.273499
	Iteration 25Q: 3 clusters Score -120080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -120080.718750 Penalty: 699.273499
	Iteration 26Q: 3 clusters Score -120080.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -120081.007812 Penalty: 699.273499
	Iteration 27Q: 3 clusters Score -120081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -120081.203125 Penalty: 699.273499
	Iteration 28Q: 3 clusters Score -120081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -120081.320312 Penalty: 699.273499
	Iteration 29Q: 3 clusters Score -120081.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -120081.687500 Penalty: 699.273499
	Iteration 30Q: 3 clusters Score -120081.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -120082.812500 Penalty: 699.273499
	Iteration 31Q: 3 clusters Score -120082.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -120084.914062 Penalty: 699.273499
	Iteration 32Q: 3 clusters Score -120084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -120085.562500 Penalty: 699.273499
	Iteration 33Q: 3 clusters Score -120085.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -120087.429688 Penalty: 699.273499
	Iteration 34Q: 3 clusters Score -120087.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -120091.265625 Penalty: 699.273499
	Iteration 35Q: 3 clusters Score -120091.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -120093.570312 Penalty: 699.273499
	Iteration 36Q: 3 clusters Score -120093.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -120095.429688 Penalty: 699.273499
	Iteration 37Q: 3 clusters Score -120095.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -120096.976562 Penalty: 699.273499
	Iteration 38Q: 3 clusters Score -120097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -120097.679688 Penalty: 699.273499
	Iteration 39Q: 3 clusters Score -120097.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -120099.148438 Penalty: 699.273499
	Iteration 40F: 3 clusters Score -120099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -120099.804688 Penalty: 699.273499
	Iteration 41Q: 3 clusters Score -120099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -120099.914062 Penalty: 699.273499
	Iteration 42Q: 3 clusters Score -120099.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -120099.914062 Penalty: 699.273499
	Iteration 43F: 3 clusters Score -120099.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -31637.152344 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -31637.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -31014.414062 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -31014.41 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -31172.113281 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -31172.11 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -31209.611328 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -31209.61 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -31248.041016 Penalty: 594.970703
	Iteration 3F: 3 clusters Score -31248.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -31267.404297 Penalty: 594.970703
	Iteration 4Q: 3 clusters Score -31267.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -31289.650391 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -31289.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -31306.017578 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -31306.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -31326.748047 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -31326.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -31343.691406 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -31343.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -31356.267578 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -31356.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -31380.126953 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -31380.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -31400.451172 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -31400.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -31413.859375 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -31413.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -31434.507812 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -31434.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -31476.203125 Penalty: 594.970703
	Iteration 14Q: 3 clusters Score -31476.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -31506.300781 Penalty: 594.970703
	Iteration 15Q: 3 clusters Score -31506.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -31530.300781 Penalty: 594.970703
	Iteration 16Q: 3 clusters Score -31530.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -31548.400391 Penalty: 594.970703
	Iteration 17Q: 3 clusters Score -31548.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -31556.095703 Penalty: 594.970703
	Iteration 18Q: 3 clusters Score -31556.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -31563.058594 Penalty: 594.970703
	Iteration 19Q: 3 clusters Score -31563.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -31565.396484 Penalty: 594.970703
	Iteration 20F: 3 clusters Score -31565.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -31565.945312 Penalty: 594.970703
	Iteration 21Q: 3 clusters Score -31565.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -31566.455078 Penalty: 594.970703
	Iteration 22Q: 3 clusters Score -31566.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -31567.523438 Penalty: 594.970703
	Iteration 23Q: 3 clusters Score -31567.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -31569.291016 Penalty: 594.970703
	Iteration 24Q: 3 clusters Score -31569.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -31570.150391 Penalty: 594.970703
	Iteration 25Q: 3 clusters Score -31570.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -31570.150391 Penalty: 594.970703
	Iteration 26F: 3 clusters Score -31570.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -15785.606445 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -15785.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15397.462891 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -15397.46 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15485.662109 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -15485.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15506.453125 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -15506.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15518.355469 Penalty: 534.618713
	Iteration 3Q: 3 clusters Score -15518.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15529.253906 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -15529.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15532.795898 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -15532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15536.466797 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -15536.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15545.071289 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -15545.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15551.480469 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -15551.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15555.186523 Penalty: 534.618713
	Iteration 9Q: 3 clusters Score -15555.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15555.369141 Penalty: 534.618713
	Iteration 10Q: 3 clusters Score -15555.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15555.369141 Penalty: 534.618713
	Iteration 11F: 3 clusters Score -15555.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -3312.730957 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -3312.731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3142.060303 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3142.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3164.016602 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3164.017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3179.975098 Penalty: 392.891418
	Iteration 2Q: 3 clusters Score -3179.975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3179.975098 Penalty: 392.891418
	Iteration 3F: 3 clusters Score -3179.975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -59776.960938 Penalty: 315.868134
	Iteration 0F: 2 clusters Score -59776.96 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 533 members 
Entering Unmasked Estep 
Score: -58942.742188 Penalty: 631.736267
	Iteration 0F: 3 clusters Score -58942.74 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -59165.144531 Penalty: 631.736267
	Iteration 1F: 3 clusters Score -59165.14 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -59197.074219 Penalty: 631.736267
	Iteration 2F: 3 clusters Score -59197.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -59218.417969 Penalty: 631.736267
	Iteration 3Q: 3 clusters Score -59218.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -59236.531250 Penalty: 631.736267
	Iteration 4Q: 3 clusters Score -59236.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -59254.046875 Penalty: 631.736267
	Iteration 5Q: 3 clusters Score -59254.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -59267.238281 Penalty: 631.736267
	Iteration 6Q: 3 clusters Score -59267.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -59283.445312 Penalty: 631.736267
	Iteration 7Q: 3 clusters Score -59283.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -59302.128906 Penalty: 631.736267
	Iteration 8Q: 3 clusters Score -59302.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -59317.304688 Penalty: 631.736267
	Iteration 9Q: 3 clusters Score -59317.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -59336.179688 Penalty: 631.736267
	Iteration 10Q: 3 clusters Score -59336.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -59354.539062 Penalty: 631.736267
	Iteration 11Q: 3 clusters Score -59354.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -59381.304688 Penalty: 631.736267
	Iteration 12Q: 3 clusters Score -59381.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -59412.078125 Penalty: 631.736267
	Iteration 13Q: 3 clusters Score -59412.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -59436.683594 Penalty: 631.736267
	Iteration 14Q: 3 clusters Score -59436.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -59458.558594 Penalty: 631.736267
	Iteration 15Q: 3 clusters Score -59458.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -59471.921875 Penalty: 631.736267
	Iteration 16Q: 3 clusters Score -59471.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -59475.062500 Penalty: 631.736267
	Iteration 17Q: 3 clusters Score -59475.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -59479.664062 Penalty: 631.736267
	Iteration 18Q: 3 clusters Score -59479.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -59483.906250 Penalty: 631.736267
	Iteration 19Q: 3 clusters Score -59483.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -59486.289062 Penalty: 631.736267
	Iteration 20F: 3 clusters Score -59486.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -59487.398438 Penalty: 631.736267
	Iteration 21Q: 3 clusters Score -59487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -59488.304688 Penalty: 631.736267
	Iteration 22Q: 3 clusters Score -59488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -59488.843750 Penalty: 631.736267
	Iteration 23Q: 3 clusters Score -59488.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -59488.843750 Penalty: 631.736267
	Iteration 24F: 3 clusters Score -59488.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -12962.047852 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -12962.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12642.079102 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -12642.08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12729.744141 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -12729.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12755.555664 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -12755.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12772.611328 Penalty: 508.439636
	Iteration 3Q: 3 clusters Score -12772.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12775.695312 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -12775.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12778.502930 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -12778.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12780.758789 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -12780.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12780.758789 Penalty: 508.439636
	Iteration 7F: 3 clusters Score -12780.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -14179.233398 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -14179.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13824.868164 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -13824.87 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13900.232422 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -13900.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13919.801758 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -13919.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13934.323242 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -13934.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13943.518555 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -13943.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13951.601562 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -13951.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13957.223633 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -13957.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13957.650391 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -13957.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13958.109375 Penalty: 522.613281
	Iteration 8Q: 3 clusters Score -13958.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13958.635742 Penalty: 522.613281
	Iteration 9Q: 3 clusters Score -13958.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13958.635742 Penalty: 522.613281
	Iteration 10F: 3 clusters Score -13958.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8292.327148 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -8292.327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8044.309570 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -8044.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8160.119629 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -8160.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8201.432617 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -8201.433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8228.974609 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -8228.975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8229.699219 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -8229.699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8229.699219 Penalty: 485.277405
	Iteration 5F: 3 clusters Score -8229.699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -17475.082031 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -17475.08 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 207 members 
Entering Unmasked Estep 
Score: -17044.464844 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -17044.46 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17123.998047 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -17124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17157.595703 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -17157.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17187.152344 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -17187.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -17201.849609 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -17201.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17216.466797 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -17216.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17225.105469 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -17225.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -17230.794922 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -17230.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17232.259766 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -17232.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -17232.880859 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -17232.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17233.500000 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -17233.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17233.500000 Penalty: 542.919373
	Iteration 11F: 3 clusters Score -17233.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (300639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300639 members 
Entering Unmasked Estep 
Score: -15967037.000000 Penalty: 573.921814
	Iteration 0F: 2 clusters Score -1.596704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150352 members 
Mstep: Class 2 contains 150287 members 
Entering Unmasked Estep 
Score: -15782320.000000 Penalty: 1147.843628
	Iteration 0F: 3 clusters Score -1.578232e+07 nChanged 148526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148730 members 
Mstep: Class 2 contains 151909 members 
Entering Unmasked Estep 
Score: -15873509.000000 Penalty: 1147.843628
	Iteration 1F: 3 clusters Score -1.587351e+07 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148811 members 
Mstep: Class 2 contains 151828 members 
Entering Unmasked Estep 
Score: -15876193.000000 Penalty: 1147.843628
	Iteration 2Q: 3 clusters Score -1.587619e+07 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149335 members 
Mstep: Class 2 contains 151304 members 
Entering Unmasked Estep 
Score: -15879736.000000 Penalty: 1147.843628
	Iteration 3Q: 3 clusters Score -1.587974e+07 nChanged 13456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150613 members 
Mstep: Class 2 contains 150026 members 
Entering Unmasked Estep 
Score: -15885187.000000 Penalty: 1147.843628
	Iteration 4Q: 3 clusters Score -1.588519e+07 nChanged 15989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152582 members 
Mstep: Class 2 contains 148057 members 
Entering Unmasked Estep 
Score: -15894244.000000 Penalty: 1147.843628
	Iteration 5F: 3 clusters Score -1.589424e+07 nChanged 18795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154291 members 
Mstep: Class 2 contains 146348 members 
Entering Unmasked Estep 
Score: -15907972.000000 Penalty: 1147.843628
	Iteration 6F: 3 clusters Score -1.590797e+07 nChanged 20153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154904 members 
Mstep: Class 2 contains 145735 members 
Entering Unmasked Estep 
Score: -15923266.000000 Penalty: 1147.843628
	Iteration 7F: 3 clusters Score -1.592327e+07 nChanged 17544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154708 members 
Mstep: Class 2 contains 145931 members 
Entering Unmasked Estep 
Score: -15933063.000000 Penalty: 1147.843628
	Iteration 8F: 3 clusters Score -1.593306e+07 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154140 members 
Mstep: Class 2 contains 146499 members 
Entering Unmasked Estep 
Score: -15936359.000000 Penalty: 1147.843628
	Iteration 9Q: 3 clusters Score -1.593636e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153657 members 
Mstep: Class 2 contains 146982 members 
Entering Unmasked Estep 
Score: -15937287.000000 Penalty: 1147.843628
	Iteration 10Q: 3 clusters Score -1.593729e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153119 members 
Mstep: Class 2 contains 147520 members 
Entering Unmasked Estep 
Score: -15937903.000000 Penalty: 1147.843628
	Iteration 11Q: 3 clusters Score -1.59379e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152409 members 
Mstep: Class 2 contains 148230 members 
Entering Unmasked Estep 
Score: -15938428.000000 Penalty: 1147.843628
	Iteration 12Q: 3 clusters Score -1.593843e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151653 members 
Mstep: Class 2 contains 148986 members 
Entering Unmasked Estep 
Score: -15938905.000000 Penalty: 1147.843628
	Iteration 13Q: 3 clusters Score -1.59389e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150748 members 
Mstep: Class 2 contains 149891 members 
Entering Unmasked Estep 
Score: -15939625.000000 Penalty: 1147.843628
	Iteration 14Q: 3 clusters Score -1.593962e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149750 members 
Mstep: Class 2 contains 150889 members 
Entering Unmasked Estep 
Score: -15940175.000000 Penalty: 1147.843628
	Iteration 15Q: 3 clusters Score -1.594018e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148586 members 
Mstep: Class 2 contains 152053 members 
Entering Unmasked Estep 
Score: -15940813.000000 Penalty: 1147.843628
	Iteration 16Q: 3 clusters Score -1.594081e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147258 members 
Mstep: Class 2 contains 153381 members 
Entering Unmasked Estep 
Score: -15941347.000000 Penalty: 1147.843628
	Iteration 17Q: 3 clusters Score -1.594135e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145650 members 
Mstep: Class 2 contains 154989 members 
Entering Unmasked Estep 
Score: -15941998.000000 Penalty: 1147.843628
	Iteration 18Q: 3 clusters Score -1.5942e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143890 members 
Mstep: Class 2 contains 156749 members 
Entering Unmasked Estep 
Score: -15942546.000000 Penalty: 1147.843628
	Iteration 19Q: 3 clusters Score -1.594255e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141969 members 
Mstep: Class 2 contains 158670 members 
Entering Unmasked Estep 
Score: -15943236.000000 Penalty: 1147.843628
	Iteration 20F: 3 clusters Score -1.594324e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139970 members 
Mstep: Class 2 contains 160669 members 
Entering Unmasked Estep 
Score: -15943795.000000 Penalty: 1147.843628
	Iteration 21Q: 3 clusters Score -1.59438e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137866 members 
Mstep: Class 2 contains 162773 members 
Entering Unmasked Estep 
Score: -15944531.000000 Penalty: 1147.843628
	Iteration 22Q: 3 clusters Score -1.594453e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135576 members 
Mstep: Class 2 contains 165063 members 
Entering Unmasked Estep 
Score: -15945224.000000 Penalty: 1147.843628
	Iteration 23Q: 3 clusters Score -1.594522e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133131 members 
Mstep: Class 2 contains 167508 members 
Entering Unmasked Estep 
Score: -15945964.000000 Penalty: 1147.843628
	Iteration 24Q: 3 clusters Score -1.594596e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130641 members 
Mstep: Class 2 contains 169998 members 
Entering Unmasked Estep 
Score: -15946647.000000 Penalty: 1147.843628
	Iteration 25Q: 3 clusters Score -1.594665e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127933 members 
Mstep: Class 2 contains 172706 members 
Entering Unmasked Estep 
Score: -15947326.000000 Penalty: 1147.843628
	Iteration 26Q: 3 clusters Score -1.594733e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125022 members 
Mstep: Class 2 contains 175617 members 
Entering Unmasked Estep 
Score: -15947926.000000 Penalty: 1147.843628
	Iteration 27Q: 3 clusters Score -1.594793e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121968 members 
Mstep: Class 2 contains 178671 members 
Entering Unmasked Estep 
Score: -15948628.000000 Penalty: 1147.843628
	Iteration 28Q: 3 clusters Score -1.594863e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118811 members 
Mstep: Class 2 contains 181828 members 
Entering Unmasked Estep 
Score: -15949261.000000 Penalty: 1147.843628
	Iteration 29Q: 3 clusters Score -1.594926e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115510 members 
Mstep: Class 2 contains 185129 members 
Entering Unmasked Estep 
Score: -15949839.000000 Penalty: 1147.843628
	Iteration 30Q: 3 clusters Score -1.594984e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112087 members 
Mstep: Class 2 contains 188552 members 
Entering Unmasked Estep 
Score: -15950441.000000 Penalty: 1147.843628
	Iteration 31Q: 3 clusters Score -1.595044e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108481 members 
Mstep: Class 2 contains 192158 members 
Entering Unmasked Estep 
Score: -15951146.000000 Penalty: 1147.843628
	Iteration 32Q: 3 clusters Score -1.595115e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104746 members 
Mstep: Class 2 contains 195893 members 
Entering Unmasked Estep 
Score: -15951755.000000 Penalty: 1147.843628
	Iteration 33Q: 3 clusters Score -1.595176e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 199570 members 
Entering Unmasked Estep 
Score: -15952516.000000 Penalty: 1147.843628
	Iteration 34Q: 3 clusters Score -1.595252e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97315 members 
Mstep: Class 2 contains 203324 members 
Entering Unmasked Estep 
Score: -15953168.000000 Penalty: 1147.843628
	Iteration 35Q: 3 clusters Score -1.595317e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93461 members 
Mstep: Class 2 contains 207178 members 
Entering Unmasked Estep 
Score: -15953837.000000 Penalty: 1147.843628
	Iteration 36Q: 3 clusters Score -1.595384e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89651 members 
Mstep: Class 2 contains 210988 members 
Entering Unmasked Estep 
Score: -15954622.000000 Penalty: 1147.843628
	Iteration 37Q: 3 clusters Score -1.595462e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85894 members 
Mstep: Class 2 contains 214745 members 
Entering Unmasked Estep 
Score: -15955344.000000 Penalty: 1147.843628
	Iteration 38Q: 3 clusters Score -1.595534e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82341 members 
Mstep: Class 2 contains 218298 members 
Entering Unmasked Estep 
Score: -15956002.000000 Penalty: 1147.843628
	Iteration 39Q: 3 clusters Score -1.5956e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78836 members 
Mstep: Class 2 contains 221803 members 
Entering Unmasked Estep 
Score: -15956607.000000 Penalty: 1147.843628
	Iteration 40F: 3 clusters Score -1.595661e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75430 members 
Mstep: Class 2 contains 225209 members 
Entering Unmasked Estep 
Score: -15957233.000000 Penalty: 1147.843628
	Iteration 41Q: 3 clusters Score -1.595723e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72157 members 
Mstep: Class 2 contains 228482 members 
Entering Unmasked Estep 
Score: -15957655.000000 Penalty: 1147.843628
	Iteration 42Q: 3 clusters Score -1.595766e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 231574 members 
Entering Unmasked Estep 
Score: -15958094.000000 Penalty: 1147.843628
	Iteration 43Q: 3 clusters Score -1.595809e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 234602 members 
Entering Unmasked Estep 
Score: -15958597.000000 Penalty: 1147.843628
	Iteration 44Q: 3 clusters Score -1.59586e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 237481 members 
Entering Unmasked Estep 
Score: -15958966.000000 Penalty: 1147.843628
	Iteration 45Q: 3 clusters Score -1.595897e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 240341 members 
Entering Unmasked Estep 
Score: -15959270.000000 Penalty: 1147.843628
	Iteration 46Q: 3 clusters Score -1.595927e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 243039 members 
Entering Unmasked Estep 
Score: -15959610.000000 Penalty: 1147.843628
	Iteration 47Q: 3 clusters Score -1.595961e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 245734 members 
Entering Unmasked Estep 
Score: -15960062.000000 Penalty: 1147.843628
	Iteration 48Q: 3 clusters Score -1.596006e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 248450 members 
Entering Unmasked Estep 
Score: -15960532.000000 Penalty: 1147.843628
	Iteration 49Q: 3 clusters Score -1.596053e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 251142 members 
Entering Unmasked Estep 
Score: -15961011.000000 Penalty: 1147.843628
	Iteration 50Q: 3 clusters Score -1.596101e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 253782 members 
Entering Unmasked Estep 
Score: -15961366.000000 Penalty: 1147.843628
	Iteration 51Q: 3 clusters Score -1.596137e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 256418 members 
Entering Unmasked Estep 
Score: -15961699.000000 Penalty: 1147.843628
	Iteration 52Q: 3 clusters Score -1.59617e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 259002 members 
Entering Unmasked Estep 
Score: -15962079.000000 Penalty: 1147.843628
	Iteration 53Q: 3 clusters Score -1.596208e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 261596 members 
Entering Unmasked Estep 
Score: -15962430.000000 Penalty: 1147.843628
	Iteration 54Q: 3 clusters Score -1.596243e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 264256 members 
Entering Unmasked Estep 
Score: -15962887.000000 Penalty: 1147.843628
	Iteration 55Q: 3 clusters Score -1.596289e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 266890 members 
Entering Unmasked Estep 
Score: -15963948.000000 Penalty: 1147.843628
	Iteration 56Q: 3 clusters Score -1.596395e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 269492 members 
Entering Unmasked Estep 
Score: -15965206.000000 Penalty: 1147.843628
	Iteration 57Q: 3 clusters Score -1.596521e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 272088 members 
Entering Unmasked Estep 
Score: -15966103.000000 Penalty: 1147.843628
	Iteration 58Q: 3 clusters Score -1.59661e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 274742 members 
Entering Unmasked Estep 
Score: -15966903.000000 Penalty: 1147.843628
	Iteration 59Q: 3 clusters Score -1.59669e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 277394 members 
Entering Unmasked Estep 
Score: -15967504.000000 Penalty: 1147.843628
	Iteration 60F: 3 clusters Score -1.59675e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 279979 members 
Entering Unmasked Estep 
Score: -15968000.000000 Penalty: 1147.843628
	Iteration 61Q: 3 clusters Score -1.5968e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 282482 members 
Entering Unmasked Estep 
Score: -15968244.000000 Penalty: 1147.843628
	Iteration 62Q: 3 clusters Score -1.596824e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 284887 members 
Entering Unmasked Estep 
Score: -15968274.000000 Penalty: 1147.843628
	Iteration 63Q: 3 clusters Score -1.596827e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 287236 members 
Entering Unmasked Estep 
Score: -15968177.000000 Penalty: 1147.843628
	Iteration 64Q: 3 clusters Score -1.596818e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 289497 members 
Entering Unmasked Estep 
Score: -15968071.000000 Penalty: 1147.843628
	Iteration 65Q: 3 clusters Score -1.596807e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 291597 members 
Entering Unmasked Estep 
Score: -15968086.000000 Penalty: 1147.843628
	Iteration 66Q: 3 clusters Score -1.596809e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 293423 members 
Entering Unmasked Estep 
Score: -15967964.000000 Penalty: 1147.843628
	Iteration 67Q: 3 clusters Score -1.596796e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 294985 members 
Entering Unmasked Estep 
Score: -15967947.000000 Penalty: 1147.843628
	Iteration 68Q: 3 clusters Score -1.596795e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 296283 members 
Entering Unmasked Estep 
Score: -15967725.000000 Penalty: 1147.843628
	Iteration 69Q: 3 clusters Score -1.596772e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 297288 members 
Entering Unmasked Estep 
Score: -15967477.000000 Penalty: 1147.843628
	Iteration 70Q: 3 clusters Score -1.596748e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 298046 members 
Entering Unmasked Estep 
Score: -15967390.000000 Penalty: 1147.843628
	Iteration 71Q: 3 clusters Score -1.596739e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 298591 members 
Entering Unmasked Estep 
Score: -15967305.000000 Penalty: 1147.843628
	Iteration 72Q: 3 clusters Score -1.59673e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 298998 members 
Entering Unmasked Estep 
Score: -15967324.000000 Penalty: 1147.843628
	Iteration 73Q: 3 clusters Score -1.596732e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 299298 members 
Entering Unmasked Estep 
Score: -15967218.000000 Penalty: 1147.843628
	Iteration 74Q: 3 clusters Score -1.596722e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 299506 members 
Entering Unmasked Estep 
Score: -15967151.000000 Penalty: 1147.843628
	Iteration 75Q: 3 clusters Score -1.596715e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 299676 members 
Entering Unmasked Estep 
Score: -15967081.000000 Penalty: 1147.843628
	Iteration 76Q: 3 clusters Score -1.596708e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 299797 members 
Entering Unmasked Estep 
Score: -15967023.000000 Penalty: 1147.843628
	Iteration 77Q: 3 clusters Score -1.596702e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 299881 members 
Entering Unmasked Estep 
Score: -15967006.000000 Penalty: 1147.843628
	Iteration 78Q: 3 clusters Score -1.596701e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 299946 members 
Entering Unmasked Estep 
Score: -15966965.000000 Penalty: 1147.843628
	Iteration 79Q: 3 clusters Score -1.596696e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 299999 members 
Entering Unmasked Estep 
Score: -15966946.000000 Penalty: 1147.843628
	Iteration 80F: 3 clusters Score -1.596695e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 300038 members 
Entering Unmasked Estep 
Score: -15966934.000000 Penalty: 1147.843628
	Iteration 81Q: 3 clusters Score -1.596693e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 300075 members 
Entering Unmasked Estep 
Score: -15966909.000000 Penalty: 1147.843628
	Iteration 82Q: 3 clusters Score -1.596691e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 300102 members 
Entering Unmasked Estep 
Score: -15966902.000000 Penalty: 1147.843628
	Iteration 83Q: 3 clusters Score -1.59669e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 300125 members 
Entering Unmasked Estep 
Score: -15966906.000000 Penalty: 1147.843628
	Iteration 84Q: 3 clusters Score -1.596691e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 300148 members 
Entering Unmasked Estep 
Score: -15966866.000000 Penalty: 1147.843628
	Iteration 85Q: 3 clusters Score -1.596687e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 300177 members 
Entering Unmasked Estep 
Score: -15966853.000000 Penalty: 1147.843628
	Iteration 86Q: 3 clusters Score -1.596685e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 300190 members 
Entering Unmasked Estep 
Score: -15966847.000000 Penalty: 1147.843628
	Iteration 87Q: 3 clusters Score -1.596685e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 300204 members 
Entering Unmasked Estep 
Score: -15966857.000000 Penalty: 1147.843628
	Iteration 88Q: 3 clusters Score -1.596686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 300222 members 
Entering Unmasked Estep 
Score: -15966855.000000 Penalty: 1147.843628
	Iteration 89Q: 3 clusters Score -1.596686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 300234 members 
Entering Unmasked Estep 
Score: -15966855.000000 Penalty: 1147.843628
	Iteration 90Q: 3 clusters Score -1.596686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 300240 members 
Entering Unmasked Estep 
Score: -15966850.000000 Penalty: 1147.843628
	Iteration 91Q: 3 clusters Score -1.596685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 300245 members 
Entering Unmasked Estep 
Score: -15966836.000000 Penalty: 1147.843628
	Iteration 92Q: 3 clusters Score -1.596684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 300246 members 
Entering Unmasked Estep 
Score: -15966835.000000 Penalty: 1147.843628
	Iteration 93Q: 3 clusters Score -1.596684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 300246 members 
Entering Unmasked Estep 
Score: -15966841.000000 Penalty: 1147.843628
	Iteration 94Q: 3 clusters Score -1.596684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 300249 members 
Entering Unmasked Estep 
Score: -15966841.000000 Penalty: 1147.843628
	Iteration 95Q: 3 clusters Score -1.596684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 300254 members 
Entering Unmasked Estep 
Score: -15966842.000000 Penalty: 1147.843628
	Iteration 96Q: 3 clusters Score -1.596684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 300257 members 
Entering Unmasked Estep 
Score: -15966849.000000 Penalty: 1147.843628
	Iteration 97Q: 3 clusters Score -1.596685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 300259 members 
Entering Unmasked Estep 
Score: -15966845.000000 Penalty: 1147.843628
	Iteration 98Q: 3 clusters Score -1.596684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 300261 members 
Entering Unmasked Estep 
Score: -15966842.000000 Penalty: 1147.843628
	Iteration 99Q: 3 clusters Score -1.596684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 300264 members 
Entering Unmasked Estep 
Score: -15966844.000000 Penalty: 1147.843628
	Iteration 100F: 3 clusters Score -1.596684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6371.364258 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6371.364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6141.107910 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -6141.108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6173.049805 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -6173.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6180.605469 Penalty: 445.021759
	Iteration 2Q: 3 clusters Score -6180.605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6188.587402 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -6188.587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6192.176758 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -6192.177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6193.863281 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -6193.863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6194.395508 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -6194.396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6194.627441 Penalty: 445.021759
	Iteration 7Q: 3 clusters Score -6194.627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6194.627441 Penalty: 445.021759
	Iteration 8F: 3 clusters Score -6194.627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11686 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 11361 members 
Mstep: Class 16 contains 41590 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6139 members 
Mstep: Class 23 contains 29786 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77218 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300639 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458122.000000 Penalty: 26406.333984
Iteration 479Q: 45 clusters Score -2.745812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11686 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 11364 members 
Mstep: Class 16 contains 41589 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6139 members 
Mstep: Class 23 contains 29786 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77223 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300632 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458132.000000 Penalty: 26406.333984
Iteration 480F: 45 clusters Score -2.745813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11686 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 11367 members 
Mstep: Class 16 contains 41588 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6139 members 
Mstep: Class 23 contains 29786 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77227 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300626 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458124.000000 Penalty: 26406.333984
Iteration 481Q: 45 clusters Score -2.745812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11686 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 11369 members 
Mstep: Class 16 contains 41588 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29786 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77230 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300622 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458136.000000 Penalty: 26406.333984
Iteration 482Q: 45 clusters Score -2.745814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11686 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 11370 members 
Mstep: Class 16 contains 41587 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29786 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77232 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300620 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458136.000000 Penalty: 26406.333984
Iteration 483Q: 45 clusters Score -2.745814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11686 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 11371 members 
Mstep: Class 16 contains 41586 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29786 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77234 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300618 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458148.000000 Penalty: 26406.333984
Iteration 484Q: 45 clusters Score -2.745815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11686 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 11375 members 
Mstep: Class 16 contains 41585 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29786 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77236 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300613 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458158.000000 Penalty: 26406.333984
Iteration 485Q: 45 clusters Score -2.745816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 11379 members 
Mstep: Class 16 contains 41584 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29786 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77238 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300609 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458164.000000 Penalty: 26406.333984
Iteration 486Q: 45 clusters Score -2.745816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 11382 members 
Mstep: Class 16 contains 41582 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29786 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77238 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300607 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458170.000000 Penalty: 26406.333984
Iteration 487Q: 45 clusters Score -2.745817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 11385 members 
Mstep: Class 16 contains 41582 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29786 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77241 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300601 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458184.000000 Penalty: 26406.333984
Iteration 488Q: 45 clusters Score -2.745818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 11386 members 
Mstep: Class 16 contains 41582 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29786 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77244 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300597 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458170.000000 Penalty: 26406.333984
Iteration 489Q: 45 clusters Score -2.745817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 11387 members 
Mstep: Class 16 contains 41582 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29785 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77248 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300593 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458170.000000 Penalty: 26406.333984
Iteration 490Q: 45 clusters Score -2.745817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 11389 members 
Mstep: Class 16 contains 41582 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29784 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77251 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10965 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300590 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458174.000000 Penalty: 26406.333984
Iteration 491Q: 45 clusters Score -2.745817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 11389 members 
Mstep: Class 16 contains 41582 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29784 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77253 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10966 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300586 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458172.000000 Penalty: 26406.333984
Iteration 492Q: 45 clusters Score -2.745817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 11389 members 
Mstep: Class 16 contains 41581 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29784 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77254 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10966 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300584 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458172.000000 Penalty: 26406.333984
Iteration 493Q: 45 clusters Score -2.745817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4636 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 11389 members 
Mstep: Class 16 contains 41581 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29784 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77254 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10966 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300581 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458172.000000 Penalty: 26406.333984
Iteration 494Q: 45 clusters Score -2.745817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4635 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 11389 members 
Mstep: Class 16 contains 41581 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29784 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77258 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10966 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300578 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458178.000000 Penalty: 26406.333984
Iteration 495Q: 45 clusters Score -2.745818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 11389 members 
Mstep: Class 16 contains 41581 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29784 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77261 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10966 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300576 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458164.000000 Penalty: 26406.333984
Iteration 496Q: 45 clusters Score -2.745816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 11389 members 
Mstep: Class 16 contains 41581 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29784 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77264 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10966 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300574 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458168.000000 Penalty: 26406.333984
Iteration 497Q: 45 clusters Score -2.745817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4632 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 11389 members 
Mstep: Class 16 contains 41581 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29784 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77266 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10966 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300573 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458174.000000 Penalty: 26406.333984
Iteration 498Q: 45 clusters Score -2.745817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4632 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 11389 members 
Mstep: Class 16 contains 41581 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29784 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77266 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10966 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300573 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458174.000000 Penalty: 26406.333984
Iteration 499F: 45 clusters Score -2.745817e+07 nChanged 0
Entering ConstructFrom: 
Score: -27458174.000000 Penalty: 26406.333984
Entering ConstructFrom: 
Trying to split cluster 1 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -6442.980957 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -6442.981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6190.130371 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -6190.13 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6250.146484 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -6250.146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6281.082031 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -6281.082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6293.549316 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -6293.549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6302.943359 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -6302.943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6309.264648 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -6309.265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6311.519531 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -6311.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6314.901855 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -6314.902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6326.326660 Penalty: 475.542938
	Iteration 8Q: 3 clusters Score -6326.327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6330.661133 Penalty: 475.542938
	Iteration 9Q: 3 clusters Score -6330.661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6331.549316 Penalty: 475.542938
	Iteration 10Q: 3 clusters Score -6331.549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6333.983398 Penalty: 475.542938
	Iteration 11Q: 3 clusters Score -6333.983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6338.679199 Penalty: 475.542938
	Iteration 12Q: 3 clusters Score -6338.679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6338.679199 Penalty: 475.542938
	Iteration 13F: 3 clusters Score -6338.679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Entering Unmasked Estep 
Score: -259192.578125 Penalty: 384.053864
	Iteration 0F: 2 clusters Score -259192.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -256060.328125 Penalty: 768.107727
	Iteration 0F: 3 clusters Score -256060.3 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -257217.000000 Penalty: 768.107727
	Iteration 1F: 3 clusters Score -257217 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -257356.406250 Penalty: 768.107727
	Iteration 2F: 3 clusters Score -257356.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -257491.671875 Penalty: 768.107727
	Iteration 3F: 3 clusters Score -257491.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -257649.500000 Penalty: 768.107727
	Iteration 4F: 3 clusters Score -257649.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -257830.234375 Penalty: 768.107727
	Iteration 5F: 3 clusters Score -257830.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -258020.296875 Penalty: 768.107727
	Iteration 6Q: 3 clusters Score -258020.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -258179.125000 Penalty: 768.107727
	Iteration 7Q: 3 clusters Score -258179.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -258311.796875 Penalty: 768.107727
	Iteration 8Q: 3 clusters Score -258311.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -258413.343750 Penalty: 768.107727
	Iteration 9Q: 3 clusters Score -258413.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -258488.562500 Penalty: 768.107727
	Iteration 10Q: 3 clusters Score -258488.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -258553.625000 Penalty: 768.107727
	Iteration 11Q: 3 clusters Score -258553.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -258605.281250 Penalty: 768.107727
	Iteration 12Q: 3 clusters Score -258605.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -258637.750000 Penalty: 768.107727
	Iteration 13Q: 3 clusters Score -258637.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -258660.750000 Penalty: 768.107727
	Iteration 14Q: 3 clusters Score -258660.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -258687.890625 Penalty: 768.107727
	Iteration 15Q: 3 clusters Score -258687.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -258708.640625 Penalty: 768.107727
	Iteration 16Q: 3 clusters Score -258708.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -258727.078125 Penalty: 768.107727
	Iteration 17Q: 3 clusters Score -258727.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -258739.812500 Penalty: 768.107727
	Iteration 18Q: 3 clusters Score -258739.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -258746.968750 Penalty: 768.107727
	Iteration 19Q: 3 clusters Score -258747 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -258756.765625 Penalty: 768.107727
	Iteration 20F: 3 clusters Score -258756.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -258766.671875 Penalty: 768.107727
	Iteration 21Q: 3 clusters Score -258766.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -258775.375000 Penalty: 768.107727
	Iteration 22Q: 3 clusters Score -258775.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -258783.250000 Penalty: 768.107727
	Iteration 23Q: 3 clusters Score -258783.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -258790.609375 Penalty: 768.107727
	Iteration 24Q: 3 clusters Score -258790.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -258795.937500 Penalty: 768.107727
	Iteration 25Q: 3 clusters Score -258795.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -258802.828125 Penalty: 768.107727
	Iteration 26Q: 3 clusters Score -258802.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -258808.750000 Penalty: 768.107727
	Iteration 27Q: 3 clusters Score -258808.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -258815.062500 Penalty: 768.107727
	Iteration 28Q: 3 clusters Score -258815.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -258818.171875 Penalty: 768.107727
	Iteration 29Q: 3 clusters Score -258818.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -258823.125000 Penalty: 768.107727
	Iteration 30Q: 3 clusters Score -258823.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -258828.625000 Penalty: 768.107727
	Iteration 31Q: 3 clusters Score -258828.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -258833.234375 Penalty: 768.107727
	Iteration 32Q: 3 clusters Score -258833.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -258837.156250 Penalty: 768.107727
	Iteration 33Q: 3 clusters Score -258837.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -258841.718750 Penalty: 768.107727
	Iteration 34Q: 3 clusters Score -258841.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -258842.812500 Penalty: 768.107727
	Iteration 35Q: 3 clusters Score -258842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -258844.109375 Penalty: 768.107727
	Iteration 36Q: 3 clusters Score -258844.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -258846.328125 Penalty: 768.107727
	Iteration 37Q: 3 clusters Score -258846.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -258847.359375 Penalty: 768.107727
	Iteration 38Q: 3 clusters Score -258847.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -258849.312500 Penalty: 768.107727
	Iteration 39Q: 3 clusters Score -258849.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -258850.375000 Penalty: 768.107727
	Iteration 40F: 3 clusters Score -258850.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -258852.312500 Penalty: 768.107727
	Iteration 41Q: 3 clusters Score -258852.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -258853.906250 Penalty: 768.107727
	Iteration 42Q: 3 clusters Score -258853.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -258854.968750 Penalty: 768.107727
	Iteration 43Q: 3 clusters Score -258855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -258856.000000 Penalty: 768.107727
	Iteration 44Q: 3 clusters Score -258856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -258856.390625 Penalty: 768.107727
	Iteration 45Q: 3 clusters Score -258856.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -258856.390625 Penalty: 768.107727
	Iteration 46F: 3 clusters Score -258856.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -40627.878906 Penalty: 301.394989
	Iteration 0F: 2 clusters Score -40627.88 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 380 members 
Entering Unmasked Estep 
Score: -39971.515625 Penalty: 602.789978
	Iteration 0F: 3 clusters Score -39971.52 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -40160.921875 Penalty: 602.789978
	Iteration 1F: 3 clusters Score -40160.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -40186.769531 Penalty: 602.789978
	Iteration 2F: 3 clusters Score -40186.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -40198.800781 Penalty: 602.789978
	Iteration 3Q: 3 clusters Score -40198.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40204.261719 Penalty: 602.789978
	Iteration 4Q: 3 clusters Score -40204.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -40207.300781 Penalty: 602.789978
	Iteration 5Q: 3 clusters Score -40207.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -40208.769531 Penalty: 602.789978
	Iteration 6Q: 3 clusters Score -40208.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40210.175781 Penalty: 602.789978
	Iteration 7Q: 3 clusters Score -40210.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -40214.101562 Penalty: 602.789978
	Iteration 8Q: 3 clusters Score -40214.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40216.144531 Penalty: 602.789978
	Iteration 9Q: 3 clusters Score -40216.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40217.386719 Penalty: 602.789978
	Iteration 10Q: 3 clusters Score -40217.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40220.121094 Penalty: 602.789978
	Iteration 11Q: 3 clusters Score -40220.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40225.066406 Penalty: 602.789978
	Iteration 12Q: 3 clusters Score -40225.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40229.160156 Penalty: 602.789978
	Iteration 13Q: 3 clusters Score -40229.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -40231.640625 Penalty: 602.789978
	Iteration 14Q: 3 clusters Score -40231.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -40233.257812 Penalty: 602.789978
	Iteration 15Q: 3 clusters Score -40233.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -40234.035156 Penalty: 602.789978
	Iteration 16Q: 3 clusters Score -40234.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -40235.429688 Penalty: 602.789978
	Iteration 17Q: 3 clusters Score -40235.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -40237.285156 Penalty: 602.789978
	Iteration 18Q: 3 clusters Score -40237.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -40238.785156 Penalty: 602.789978
	Iteration 19Q: 3 clusters Score -40238.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40240.859375 Penalty: 602.789978
	Iteration 20F: 3 clusters Score -40240.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40242.375000 Penalty: 602.789978
	Iteration 21Q: 3 clusters Score -40242.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40243.519531 Penalty: 602.789978
	Iteration 22Q: 3 clusters Score -40243.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40243.695312 Penalty: 602.789978
	Iteration 23Q: 3 clusters Score -40243.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40243.695312 Penalty: 602.789978
	Iteration 24F: 3 clusters Score -40243.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -21436.439453 Penalty: 281.096466
	Iteration 0F: 2 clusters Score -21436.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -20965.142578 Penalty: 562.192932
	Iteration 0F: 3 clusters Score -20965.14 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21152.097656 Penalty: 562.192932
	Iteration 1F: 3 clusters Score -21152.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21258.386719 Penalty: 562.192932
	Iteration 2F: 3 clusters Score -21258.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21322.373047 Penalty: 562.192932
	Iteration 3F: 3 clusters Score -21322.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21376.867188 Penalty: 562.192932
	Iteration 4F: 3 clusters Score -21376.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21422.363281 Penalty: 562.192932
	Iteration 5Q: 3 clusters Score -21422.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21451.134766 Penalty: 562.192932
	Iteration 6Q: 3 clusters Score -21451.13 nChanged 13
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: -21466.859375 Penalty: 562.192932
	Iteration 7Q: 3 clusters Score -21466.86 nChanged 9
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: -21479.527344 Penalty: 562.192932
	Iteration 8Q: 3 clusters Score -21479.53 nChanged 8
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: -21487.406250 Penalty: 562.192932
	Iteration 9Q: 3 clusters Score -21487.41 nChanged 8
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: -21490.500000 Penalty: 562.192932
	Iteration 10Q: 3 clusters Score -21490.5 nChanged 0
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: -21490.500000 Penalty: 562.192932
	Iteration 11F: 3 clusters Score -21490.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4632 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 235 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 11389 members 
Mstep: Class 16 contains 41581 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29784 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77266 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10966 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300573 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
Score: -27457900.000000 Penalty: 27006.476562
Splitting cluster 4 changes total score from -27458174.000000 to -27457900.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -118644.898438 Penalty: 353.043030
	Iteration 0F: 2 clusters Score -118644.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -116957.898438 Penalty: 706.086060
	Iteration 0F: 3 clusters Score -116957.9 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -117713.054688 Penalty: 706.086060
	Iteration 1F: 3 clusters Score -117713.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -117932.226562 Penalty: 706.086060
	Iteration 2F: 3 clusters Score -117932.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -118126.742188 Penalty: 706.086060
	Iteration 3F: 3 clusters Score -118126.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -118264.835938 Penalty: 706.086060
	Iteration 4F: 3 clusters Score -118264.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -118353.726562 Penalty: 706.086060
	Iteration 5F: 3 clusters Score -118353.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -118414.265625 Penalty: 706.086060
	Iteration 6Q: 3 clusters Score -118414.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -118450.039062 Penalty: 706.086060
	Iteration 7Q: 3 clusters Score -118450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -118463.835938 Penalty: 706.086060
	Iteration 8Q: 3 clusters Score -118463.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -118471.156250 Penalty: 706.086060
	Iteration 9Q: 3 clusters Score -118471.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -118475.265625 Penalty: 706.086060
	Iteration 10Q: 3 clusters Score -118475.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -118479.078125 Penalty: 706.086060
	Iteration 11Q: 3 clusters Score -118479.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -118481.328125 Penalty: 706.086060
	Iteration 12Q: 3 clusters Score -118481.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -118484.921875 Penalty: 706.086060
	Iteration 13Q: 3 clusters Score -118484.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -118486.015625 Penalty: 706.086060
	Iteration 14Q: 3 clusters Score -118486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -118486.437500 Penalty: 706.086060
	Iteration 15Q: 3 clusters Score -118486.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -118487.750000 Penalty: 706.086060
	Iteration 16Q: 3 clusters Score -118487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -118489.843750 Penalty: 706.086060
	Iteration 17Q: 3 clusters Score -118489.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -118492.312500 Penalty: 706.086060
	Iteration 18Q: 3 clusters Score -118492.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -118493.734375 Penalty: 706.086060
	Iteration 19Q: 3 clusters Score -118493.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -118496.171875 Penalty: 706.086060
	Iteration 20F: 3 clusters Score -118496.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -118497.906250 Penalty: 706.086060
	Iteration 21Q: 3 clusters Score -118497.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -118499.078125 Penalty: 706.086060
	Iteration 22Q: 3 clusters Score -118499.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -118501.296875 Penalty: 706.086060
	Iteration 23Q: 3 clusters Score -118501.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -118503.062500 Penalty: 706.086060
	Iteration 24Q: 3 clusters Score -118503.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -118503.195312 Penalty: 706.086060
	Iteration 25Q: 3 clusters Score -118503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -118503.781250 Penalty: 706.086060
	Iteration 26Q: 3 clusters Score -118503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -118504.085938 Penalty: 706.086060
	Iteration 27Q: 3 clusters Score -118504.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -118504.093750 Penalty: 706.086060
	Iteration 28Q: 3 clusters Score -118504.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -118504.265625 Penalty: 706.086060
	Iteration 29Q: 3 clusters Score -118504.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -118504.546875 Penalty: 706.086060
	Iteration 30Q: 3 clusters Score -118504.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -118504.546875 Penalty: 706.086060
	Iteration 31F: 3 clusters Score -118504.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Entering Unmasked Estep 
Score: -329464.656250 Penalty: 397.334534
	Iteration 0F: 2 clusters Score -329464.7 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 3142 members 
Entering Unmasked Estep 
Score: -325246.250000 Penalty: 794.669067
	Iteration 0F: 3 clusters Score -325246.2 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -326810.656250 Penalty: 794.669067
	Iteration 1F: 3 clusters Score -326810.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -326937.312500 Penalty: 794.669067
	Iteration 2F: 3 clusters Score -326937.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -327085.312500 Penalty: 794.669067
	Iteration 3F: 3 clusters Score -327085.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -327305.156250 Penalty: 794.669067
	Iteration 4F: 3 clusters Score -327305.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -327585.531250 Penalty: 794.669067
	Iteration 5F: 3 clusters Score -327585.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -327963.593750 Penalty: 794.669067
	Iteration 6F: 3 clusters Score -327963.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -328318.000000 Penalty: 794.669067
	Iteration 7F: 3 clusters Score -328318 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -328522.968750 Penalty: 794.669067
	Iteration 8Q: 3 clusters Score -328523 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -328651.062500 Penalty: 794.669067
	Iteration 9Q: 3 clusters Score -328651.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -328757.531250 Penalty: 794.669067
	Iteration 10Q: 3 clusters Score -328757.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -328823.281250 Penalty: 794.669067
	Iteration 11Q: 3 clusters Score -328823.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -328873.062500 Penalty: 794.669067
	Iteration 12Q: 3 clusters Score -328873.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -328902.718750 Penalty: 794.669067
	Iteration 13Q: 3 clusters Score -328902.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -328924.812500 Penalty: 794.669067
	Iteration 14Q: 3 clusters Score -328924.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -328951.062500 Penalty: 794.669067
	Iteration 15Q: 3 clusters Score -328951.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -328969.687500 Penalty: 794.669067
	Iteration 16Q: 3 clusters Score -328969.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -328977.156250 Penalty: 794.669067
	Iteration 17Q: 3 clusters Score -328977.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -328988.406250 Penalty: 794.669067
	Iteration 18Q: 3 clusters Score -328988.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -328998.906250 Penalty: 794.669067
	Iteration 19Q: 3 clusters Score -328998.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -329011.250000 Penalty: 794.669067
	Iteration 20F: 3 clusters Score -329011.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -329017.125000 Penalty: 794.669067
	Iteration 21Q: 3 clusters Score -329017.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -329024.062500 Penalty: 794.669067
	Iteration 22Q: 3 clusters Score -329024.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -329032.468750 Penalty: 794.669067
	Iteration 23Q: 3 clusters Score -329032.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -329043.156250 Penalty: 794.669067
	Iteration 24Q: 3 clusters Score -329043.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -329052.750000 Penalty: 794.669067
	Iteration 25Q: 3 clusters Score -329052.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -329062.187500 Penalty: 794.669067
	Iteration 26Q: 3 clusters Score -329062.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -329073.312500 Penalty: 794.669067
	Iteration 27Q: 3 clusters Score -329073.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -329083.718750 Penalty: 794.669067
	Iteration 28Q: 3 clusters Score -329083.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -329093.812500 Penalty: 794.669067
	Iteration 29Q: 3 clusters Score -329093.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -329098.937500 Penalty: 794.669067
	Iteration 30Q: 3 clusters Score -329098.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -329104.656250 Penalty: 794.669067
	Iteration 31Q: 3 clusters Score -329104.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -329106.531250 Penalty: 794.669067
	Iteration 32Q: 3 clusters Score -329106.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -329108.593750 Penalty: 794.669067
	Iteration 33Q: 3 clusters Score -329108.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -329110.031250 Penalty: 794.669067
	Iteration 34Q: 3 clusters Score -329110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -329112.843750 Penalty: 794.669067
	Iteration 35Q: 3 clusters Score -329112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -329113.625000 Penalty: 794.669067
	Iteration 36Q: 3 clusters Score -329113.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -329113.687500 Penalty: 794.669067
	Iteration 37Q: 3 clusters Score -329113.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -329114.031250 Penalty: 794.669067
	Iteration 38Q: 3 clusters Score -329114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -329114.093750 Penalty: 794.669067
	Iteration 39Q: 3 clusters Score -329114.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -329114.093750 Penalty: 794.669067
	Iteration 40F: 3 clusters Score -329114.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3702.421143 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3702.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3544.743652 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3544.744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3562.631348 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3562.631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3570.239746 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3570.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3576.017334 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -3576.017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3580.912109 Penalty: 389.176636
	Iteration 4Q: 3 clusters Score -3580.912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3580.912109 Penalty: 389.176636
	Iteration 5F: 3 clusters Score -3580.912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -11704.953125 Penalty: 255.397339
	Iteration 0F: 2 clusters Score -11704.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11360.900391 Penalty: 510.794678
	Iteration 0F: 3 clusters Score -11360.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11452.434570 Penalty: 510.794678
	Iteration 1F: 3 clusters Score -11452.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11491.011719 Penalty: 510.794678
	Iteration 2F: 3 clusters Score -11491.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11513.582031 Penalty: 510.794678
	Iteration 3F: 3 clusters Score -11513.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11523.268555 Penalty: 510.794678
	Iteration 4Q: 3 clusters Score -11523.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11531.252930 Penalty: 510.794678
	Iteration 5Q: 3 clusters Score -11531.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11547.892578 Penalty: 510.794678
	Iteration 6Q: 3 clusters Score -11547.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11552.911133 Penalty: 510.794678
	Iteration 7Q: 3 clusters Score -11552.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11554.230469 Penalty: 510.794678
	Iteration 8Q: 3 clusters Score -11554.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11555.362305 Penalty: 510.794678
	Iteration 9Q: 3 clusters Score -11555.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11562.151367 Penalty: 510.794678
	Iteration 10Q: 3 clusters Score -11562.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11564.416992 Penalty: 510.794678
	Iteration 11Q: 3 clusters Score -11564.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -11565.609375 Penalty: 510.794678
	Iteration 12Q: 3 clusters Score -11565.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11567.347656 Penalty: 510.794678
	Iteration 13Q: 3 clusters Score -11567.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11568.861328 Penalty: 510.794678
	Iteration 14Q: 3 clusters Score -11568.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11571.340820 Penalty: 510.794678
	Iteration 15Q: 3 clusters Score -11571.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11572.086914 Penalty: 510.794678
	Iteration 16Q: 3 clusters Score -11572.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11572.086914 Penalty: 510.794678
	Iteration 17F: 3 clusters Score -11572.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Entering Unmasked Estep 
Score: -197228.328125 Penalty: 376.028534
	Iteration 0F: 2 clusters Score -197228.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -194530.296875 Penalty: 752.057068
	Iteration 0F: 3 clusters Score -194530.3 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -195540.828125 Penalty: 752.057068
	Iteration 1F: 3 clusters Score -195540.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -195616.031250 Penalty: 752.057068
	Iteration 2F: 3 clusters Score -195616 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -195704.140625 Penalty: 752.057068
	Iteration 3Q: 3 clusters Score -195704.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -195828.062500 Penalty: 752.057068
	Iteration 4Q: 3 clusters Score -195828.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -196009.984375 Penalty: 752.057068
	Iteration 5F: 3 clusters Score -196010 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -196199.265625 Penalty: 752.057068
	Iteration 6F: 3 clusters Score -196199.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -196358.562500 Penalty: 752.057068
	Iteration 7F: 3 clusters Score -196358.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -196444.937500 Penalty: 752.057068
	Iteration 8Q: 3 clusters Score -196444.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -196495.593750 Penalty: 752.057068
	Iteration 9Q: 3 clusters Score -196495.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -196527.250000 Penalty: 752.057068
	Iteration 10Q: 3 clusters Score -196527.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -196546.109375 Penalty: 752.057068
	Iteration 11Q: 3 clusters Score -196546.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -196566.296875 Penalty: 752.057068
	Iteration 12Q: 3 clusters Score -196566.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -196587.250000 Penalty: 752.057068
	Iteration 13Q: 3 clusters Score -196587.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -196600.093750 Penalty: 752.057068
	Iteration 14Q: 3 clusters Score -196600.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -196606.546875 Penalty: 752.057068
	Iteration 15Q: 3 clusters Score -196606.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -196616.421875 Penalty: 752.057068
	Iteration 16Q: 3 clusters Score -196616.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -196623.359375 Penalty: 752.057068
	Iteration 17Q: 3 clusters Score -196623.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -196630.562500 Penalty: 752.057068
	Iteration 18Q: 3 clusters Score -196630.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -196634.093750 Penalty: 752.057068
	Iteration 19Q: 3 clusters Score -196634.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -196639.250000 Penalty: 752.057068
	Iteration 20F: 3 clusters Score -196639.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -196650.375000 Penalty: 752.057068
	Iteration 21Q: 3 clusters Score -196650.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -196660.390625 Penalty: 752.057068
	Iteration 22Q: 3 clusters Score -196660.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -196671.671875 Penalty: 752.057068
	Iteration 23Q: 3 clusters Score -196671.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -196680.562500 Penalty: 752.057068
	Iteration 24Q: 3 clusters Score -196680.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -196689.593750 Penalty: 752.057068
	Iteration 25Q: 3 clusters Score -196689.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -196696.984375 Penalty: 752.057068
	Iteration 26Q: 3 clusters Score -196697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -196704.484375 Penalty: 752.057068
	Iteration 27Q: 3 clusters Score -196704.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -196716.109375 Penalty: 752.057068
	Iteration 28Q: 3 clusters Score -196716.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -196727.218750 Penalty: 752.057068
	Iteration 29Q: 3 clusters Score -196727.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -196739.859375 Penalty: 752.057068
	Iteration 30Q: 3 clusters Score -196739.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -196751.515625 Penalty: 752.057068
	Iteration 31Q: 3 clusters Score -196751.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -196763.562500 Penalty: 752.057068
	Iteration 32Q: 3 clusters Score -196763.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -196775.625000 Penalty: 752.057068
	Iteration 33Q: 3 clusters Score -196775.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -196788.765625 Penalty: 752.057068
	Iteration 34Q: 3 clusters Score -196788.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -196804.781250 Penalty: 752.057068
	Iteration 35Q: 3 clusters Score -196804.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -196822.031250 Penalty: 752.057068
	Iteration 36Q: 3 clusters Score -196822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -196835.796875 Penalty: 752.057068
	Iteration 37Q: 3 clusters Score -196835.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -196850.890625 Penalty: 752.057068
	Iteration 38Q: 3 clusters Score -196850.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -196868.750000 Penalty: 752.057068
	Iteration 39Q: 3 clusters Score -196868.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -196882.343750 Penalty: 752.057068
	Iteration 40F: 3 clusters Score -196882.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -196888.734375 Penalty: 752.057068
	Iteration 41Q: 3 clusters Score -196888.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -196891.937500 Penalty: 752.057068
	Iteration 42Q: 3 clusters Score -196891.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -196895.312500 Penalty: 752.057068
	Iteration 43Q: 3 clusters Score -196895.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -196898.015625 Penalty: 752.057068
	Iteration 44Q: 3 clusters Score -196898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -196899.890625 Penalty: 752.057068
	Iteration 45Q: 3 clusters Score -196899.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -196902.421875 Penalty: 752.057068
	Iteration 46Q: 3 clusters Score -196902.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -196905.218750 Penalty: 752.057068
	Iteration 47Q: 3 clusters Score -196905.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -196908.578125 Penalty: 752.057068
	Iteration 48Q: 3 clusters Score -196908.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -196912.093750 Penalty: 752.057068
	Iteration 49Q: 3 clusters Score -196912.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -196914.484375 Penalty: 752.057068
	Iteration 50Q: 3 clusters Score -196914.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -196915.234375 Penalty: 752.057068
	Iteration 51Q: 3 clusters Score -196915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -196915.437500 Penalty: 752.057068
	Iteration 52Q: 3 clusters Score -196915.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -196915.437500 Penalty: 752.057068
	Iteration 53F: 3 clusters Score -196915.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Entering Unmasked Estep 
Score: -640367.000000 Penalty: 426.155792
	Iteration 0F: 2 clusters Score -640367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -632574.125000 Penalty: 852.311584
	Iteration 0F: 3 clusters Score -632574.1 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -635746.312500 Penalty: 852.311584
	Iteration 1F: 3 clusters Score -635746.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -635918.750000 Penalty: 852.311584
	Iteration 2Q: 3 clusters Score -635918.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -636098.250000 Penalty: 852.311584
	Iteration 3Q: 3 clusters Score -636098.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -636302.250000 Penalty: 852.311584
	Iteration 4Q: 3 clusters Score -636302.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -636570.062500 Penalty: 852.311584
	Iteration 5Q: 3 clusters Score -636570.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -636989.750000 Penalty: 852.311584
	Iteration 6F: 3 clusters Score -636989.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -637495.500000 Penalty: 852.311584
	Iteration 7F: 3 clusters Score -637495.5 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -637900.437500 Penalty: 852.311584
	Iteration 8F: 3 clusters Score -637900.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -638103.437500 Penalty: 852.311584
	Iteration 9Q: 3 clusters Score -638103.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -638193.375000 Penalty: 852.311584
	Iteration 10Q: 3 clusters Score -638193.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -638255.062500 Penalty: 852.311584
	Iteration 11Q: 3 clusters Score -638255.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -638305.062500 Penalty: 852.311584
	Iteration 12Q: 3 clusters Score -638305.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -638354.375000 Penalty: 852.311584
	Iteration 13Q: 3 clusters Score -638354.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -638398.500000 Penalty: 852.311584
	Iteration 14Q: 3 clusters Score -638398.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -638446.625000 Penalty: 852.311584
	Iteration 15Q: 3 clusters Score -638446.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -638505.687500 Penalty: 852.311584
	Iteration 16Q: 3 clusters Score -638505.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -638567.937500 Penalty: 852.311584
	Iteration 17Q: 3 clusters Score -638567.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -638636.687500 Penalty: 852.311584
	Iteration 18Q: 3 clusters Score -638636.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -638706.625000 Penalty: 852.311584
	Iteration 19Q: 3 clusters Score -638706.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -638782.062500 Penalty: 852.311584
	Iteration 20F: 3 clusters Score -638782.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -638859.812500 Penalty: 852.311584
	Iteration 21Q: 3 clusters Score -638859.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -638937.937500 Penalty: 852.311584
	Iteration 22Q: 3 clusters Score -638937.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -639008.062500 Penalty: 852.311584
	Iteration 23Q: 3 clusters Score -639008.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -639078.187500 Penalty: 852.311584
	Iteration 24Q: 3 clusters Score -639078.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -639150.375000 Penalty: 852.311584
	Iteration 25Q: 3 clusters Score -639150.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -639221.687500 Penalty: 852.311584
	Iteration 26Q: 3 clusters Score -639221.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -639305.250000 Penalty: 852.311584
	Iteration 27Q: 3 clusters Score -639305.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -639394.625000 Penalty: 852.311584
	Iteration 28Q: 3 clusters Score -639394.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -639495.625000 Penalty: 852.311584
	Iteration 29Q: 3 clusters Score -639495.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -639608.312500 Penalty: 852.311584
	Iteration 30Q: 3 clusters Score -639608.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -639692.875000 Penalty: 852.311584
	Iteration 31Q: 3 clusters Score -639692.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -639773.750000 Penalty: 852.311584
	Iteration 32Q: 3 clusters Score -639773.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -639838.375000 Penalty: 852.311584
	Iteration 33Q: 3 clusters Score -639838.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -639883.000000 Penalty: 852.311584
	Iteration 34Q: 3 clusters Score -639883 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -639928.562500 Penalty: 852.311584
	Iteration 35Q: 3 clusters Score -639928.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -639955.875000 Penalty: 852.311584
	Iteration 36Q: 3 clusters Score -639955.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -639975.062500 Penalty: 852.311584
	Iteration 37Q: 3 clusters Score -639975.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -639985.687500 Penalty: 852.311584
	Iteration 38Q: 3 clusters Score -639985.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -639994.000000 Penalty: 852.311584
	Iteration 39Q: 3 clusters Score -639994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -639996.437500 Penalty: 852.311584
	Iteration 40F: 3 clusters Score -639996.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -639999.687500 Penalty: 852.311584
	Iteration 41Q: 3 clusters Score -639999.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -640000.500000 Penalty: 852.311584
	Iteration 42Q: 3 clusters Score -640000.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -640000.500000 Penalty: 852.311584
	Iteration 43F: 3 clusters Score -640000.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -27391.644531 Penalty: 287.018463
	Iteration 0F: 2 clusters Score -27391.64 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 307 members 
Entering Unmasked Estep 
Score: -26871.755859 Penalty: 574.036926
	Iteration 0F: 3 clusters Score -26871.76 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -27005.482422 Penalty: 574.036926
	Iteration 1F: 3 clusters Score -27005.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27048.019531 Penalty: 574.036926
	Iteration 2F: 3 clusters Score -27048.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -27064.378906 Penalty: 574.036926
	Iteration 3Q: 3 clusters Score -27064.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -27073.384766 Penalty: 574.036926
	Iteration 4Q: 3 clusters Score -27073.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -27081.992188 Penalty: 574.036926
	Iteration 5Q: 3 clusters Score -27081.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -27086.611328 Penalty: 574.036926
	Iteration 6Q: 3 clusters Score -27086.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -27088.947266 Penalty: 574.036926
	Iteration 7Q: 3 clusters Score -27088.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -27091.365234 Penalty: 574.036926
	Iteration 8Q: 3 clusters Score -27091.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -27095.923828 Penalty: 574.036926
	Iteration 9Q: 3 clusters Score -27095.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -27098.921875 Penalty: 574.036926
	Iteration 10Q: 3 clusters Score -27098.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -27099.960938 Penalty: 574.036926
	Iteration 11Q: 3 clusters Score -27099.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -27100.689453 Penalty: 574.036926
	Iteration 12Q: 3 clusters Score -27100.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -27100.847656 Penalty: 574.036926
	Iteration 13Q: 3 clusters Score -27100.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -27100.847656 Penalty: 574.036926
	Iteration 14F: 3 clusters Score -27100.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -27252.785156 Penalty: 284.723877
	Iteration 0F: 2 clusters Score -27252.79 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 271 members 
Entering Unmasked Estep 
Score: -26750.396484 Penalty: 569.447754
	Iteration 0F: 3 clusters Score -26750.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26859.298828 Penalty: 569.447754
	Iteration 1F: 3 clusters Score -26859.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -26907.486328 Penalty: 569.447754
	Iteration 2F: 3 clusters Score -26907.49 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26940.996094 Penalty: 569.447754
	Iteration 3F: 3 clusters Score -26941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26965.908203 Penalty: 569.447754
	Iteration 4F: 3 clusters Score -26965.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -26987.462891 Penalty: 569.447754
	Iteration 5Q: 3 clusters Score -26987.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -27013.330078 Penalty: 569.447754
	Iteration 6Q: 3 clusters Score -27013.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -27035.759766 Penalty: 569.447754
	Iteration 7Q: 3 clusters Score -27035.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -27059.509766 Penalty: 569.447754
	Iteration 8Q: 3 clusters Score -27059.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -27069.783203 Penalty: 569.447754
	Iteration 9Q: 3 clusters Score -27069.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -27075.738281 Penalty: 569.447754
	Iteration 10Q: 3 clusters Score -27075.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -27078.724609 Penalty: 569.447754
	Iteration 11Q: 3 clusters Score -27078.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -27080.353516 Penalty: 569.447754
	Iteration 12Q: 3 clusters Score -27080.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -27085.312500 Penalty: 569.447754
	Iteration 13Q: 3 clusters Score -27085.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -27089.638672 Penalty: 569.447754
	Iteration 14Q: 3 clusters Score -27089.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -27092.240234 Penalty: 569.447754
	Iteration 15Q: 3 clusters Score -27092.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -27093.652344 Penalty: 569.447754
	Iteration 16Q: 3 clusters Score -27093.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -27098.458984 Penalty: 569.447754
	Iteration 17Q: 3 clusters Score -27098.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -27103.986328 Penalty: 569.447754
	Iteration 18Q: 3 clusters Score -27103.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -27103.986328 Penalty: 569.447754
	Iteration 19F: 3 clusters Score -27103.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -72792.601562 Penalty: 328.092224
	Iteration 0F: 2 clusters Score -72792.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -71750.812500 Penalty: 656.184448
	Iteration 0F: 3 clusters Score -71750.81 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -72082.476562 Penalty: 656.184448
	Iteration 1F: 3 clusters Score -72082.48 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -72159.859375 Penalty: 656.184448
	Iteration 2F: 3 clusters Score -72159.86 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -72214.437500 Penalty: 656.184448
	Iteration 3F: 3 clusters Score -72214.44 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -72265.234375 Penalty: 656.184448
	Iteration 4F: 3 clusters Score -72265.23 nChanged 68
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: -72320.960938 Penalty: 656.184448
	Iteration 5F: 3 clusters Score -72320.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -72379.968750 Penalty: 656.184448
	Iteration 6Q: 3 clusters Score -72379.97 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -72434.984375 Penalty: 656.184448
	Iteration 7Q: 3 clusters Score -72434.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -72480.679688 Penalty: 656.184448
	Iteration 8Q: 3 clusters Score -72480.68 nChanged 39
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: -72519.781250 Penalty: 656.184448
	Iteration 9Q: 3 clusters Score -72519.78 nChanged 39
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: -72563.898438 Penalty: 656.184448
	Iteration 10Q: 3 clusters Score -72563.9 nChanged 31
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: -72607.382812 Penalty: 656.184448
	Iteration 11Q: 3 clusters Score -72607.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -72638.914062 Penalty: 656.184448
	Iteration 12Q: 3 clusters Score -72638.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -72661.789062 Penalty: 656.184448
	Iteration 13Q: 3 clusters Score -72661.79 nChanged 18
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: -72671.171875 Penalty: 656.184448
	Iteration 14Q: 3 clusters Score -72671.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -72674.640625 Penalty: 656.184448
	Iteration 15Q: 3 clusters Score -72674.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -72677.554688 Penalty: 656.184448
	Iteration 16Q: 3 clusters Score -72677.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -72680.023438 Penalty: 656.184448
	Iteration 17Q: 3 clusters Score -72680.02 nChanged 5
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: -72682.062500 Penalty: 656.184448
	Iteration 18Q: 3 clusters Score -72682.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -72682.312500 Penalty: 656.184448
	Iteration 19Q: 3 clusters Score -72682.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -72682.484375 Penalty: 656.184448
	Iteration 20F: 3 clusters Score -72682.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Entering Unmasked Estep 
Score: -557853.187500 Penalty: 420.530121
	Iteration 0F: 2 clusters Score -557853.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -550977.125000 Penalty: 841.060242
	Iteration 0F: 3 clusters Score -550977.1 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -553662.250000 Penalty: 841.060242
	Iteration 1F: 3 clusters Score -553662.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -553833.187500 Penalty: 841.060242
	Iteration 2F: 3 clusters Score -553833.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -553978.187500 Penalty: 841.060242
	Iteration 3Q: 3 clusters Score -553978.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -554118.437500 Penalty: 841.060242
	Iteration 4Q: 3 clusters Score -554118.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -554264.187500 Penalty: 841.060242
	Iteration 5Q: 3 clusters Score -554264.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -554460.437500 Penalty: 841.060242
	Iteration 6Q: 3 clusters Score -554460.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -554737.125000 Penalty: 841.060242
	Iteration 7Q: 3 clusters Score -554737.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -555133.250000 Penalty: 841.060242
	Iteration 8F: 3 clusters Score -555133.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -555654.875000 Penalty: 841.060242
	Iteration 9F: 3 clusters Score -555654.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -556148.625000 Penalty: 841.060242
	Iteration 10F: 3 clusters Score -556148.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -556460.562500 Penalty: 841.060242
	Iteration 11Q: 3 clusters Score -556460.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -556607.062500 Penalty: 841.060242
	Iteration 12Q: 3 clusters Score -556607.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -556712.000000 Penalty: 841.060242
	Iteration 13Q: 3 clusters Score -556712 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -556800.437500 Penalty: 841.060242
	Iteration 14Q: 3 clusters Score -556800.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -556893.437500 Penalty: 841.060242
	Iteration 15Q: 3 clusters Score -556893.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -556968.000000 Penalty: 841.060242
	Iteration 16Q: 3 clusters Score -556968 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -557038.000000 Penalty: 841.060242
	Iteration 17Q: 3 clusters Score -557038 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -557104.687500 Penalty: 841.060242
	Iteration 18Q: 3 clusters Score -557104.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -557178.125000 Penalty: 841.060242
	Iteration 19Q: 3 clusters Score -557178.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -557261.437500 Penalty: 841.060242
	Iteration 20F: 3 clusters Score -557261.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -557321.375000 Penalty: 841.060242
	Iteration 21Q: 3 clusters Score -557321.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -557363.625000 Penalty: 841.060242
	Iteration 22Q: 3 clusters Score -557363.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -557391.062500 Penalty: 841.060242
	Iteration 23Q: 3 clusters Score -557391.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -557402.312500 Penalty: 841.060242
	Iteration 24Q: 3 clusters Score -557402.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -557407.812500 Penalty: 841.060242
	Iteration 25Q: 3 clusters Score -557407.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -557413.000000 Penalty: 841.060242
	Iteration 26Q: 3 clusters Score -557413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -557416.437500 Penalty: 841.060242
	Iteration 27Q: 3 clusters Score -557416.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -557416.687500 Penalty: 841.060242
	Iteration 28Q: 3 clusters Score -557416.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -557416.687500 Penalty: 841.060242
	Iteration 29Q: 3 clusters Score -557416.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -557416.312500 Penalty: 841.060242
	Iteration 30Q: 3 clusters Score -557416.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -557416.937500 Penalty: 841.060242
	Iteration 31Q: 3 clusters Score -557416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -557417.437500 Penalty: 841.060242
	Iteration 32Q: 3 clusters Score -557417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -557417.375000 Penalty: 841.060242
	Iteration 33Q: 3 clusters Score -557417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -557418.250000 Penalty: 841.060242
	Iteration 34Q: 3 clusters Score -557418.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -557418.437500 Penalty: 841.060242
	Iteration 35Q: 3 clusters Score -557418.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -557418.312500 Penalty: 841.060242
	Iteration 36Q: 3 clusters Score -557418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -557417.937500 Penalty: 841.060242
	Iteration 37Q: 3 clusters Score -557417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -557417.937500 Penalty: 841.060242
	Iteration 38F: 3 clusters Score -557417.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Entering Unmasked Estep 
Score: -641270.875000 Penalty: 424.988373
	Iteration 0F: 2 clusters Score -641270.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -633568.875000 Penalty: 849.976746
	Iteration 0F: 3 clusters Score -633568.9 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -636685.437500 Penalty: 849.976746
	Iteration 1F: 3 clusters Score -636685.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -636905.250000 Penalty: 849.976746
	Iteration 2Q: 3 clusters Score -636905.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -637216.562500 Penalty: 849.976746
	Iteration 3F: 3 clusters Score -637216.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -637691.000000 Penalty: 849.976746
	Iteration 4F: 3 clusters Score -637691 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -638391.625000 Penalty: 849.976746
	Iteration 5F: 3 clusters Score -638391.6 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -639241.062500 Penalty: 849.976746
	Iteration 6F: 3 clusters Score -639241.1 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -640016.437500 Penalty: 849.976746
	Iteration 7F: 3 clusters Score -640016.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -640496.187500 Penalty: 849.976746
	Iteration 8Q: 3 clusters Score -640496.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -640728.812500 Penalty: 849.976746
	Iteration 9Q: 3 clusters Score -640728.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -640816.375000 Penalty: 849.976746
	Iteration 10Q: 3 clusters Score -640816.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -640851.375000 Penalty: 849.976746
	Iteration 11Q: 3 clusters Score -640851.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -640871.625000 Penalty: 849.976746
	Iteration 12Q: 3 clusters Score -640871.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -640879.312500 Penalty: 849.976746
	Iteration 13Q: 3 clusters Score -640879.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -640890.937500 Penalty: 849.976746
	Iteration 14Q: 3 clusters Score -640890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -640899.875000 Penalty: 849.976746
	Iteration 15Q: 3 clusters Score -640899.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -640905.500000 Penalty: 849.976746
	Iteration 16Q: 3 clusters Score -640905.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -640915.312500 Penalty: 849.976746
	Iteration 17Q: 3 clusters Score -640915.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -640917.562500 Penalty: 849.976746
	Iteration 18Q: 3 clusters Score -640917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -640920.750000 Penalty: 849.976746
	Iteration 19Q: 3 clusters Score -640920.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -640925.625000 Penalty: 849.976746
	Iteration 20F: 3 clusters Score -640925.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -640925.312500 Penalty: 849.976746
	Iteration 21Q: 3 clusters Score -640925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -640925.312500 Penalty: 849.976746
	Iteration 22F: 3 clusters Score -640925.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Entering Unmasked Estep 
Score: -2113225.000000 Penalty: 483.910645
	Iteration 0F: 2 clusters Score -2113225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2085509.375000 Penalty: 967.821289
	Iteration 0F: 3 clusters Score -2085509 nChanged 19932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2097487.750000 Penalty: 967.821289
	Iteration 1F: 3 clusters Score -2097488 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2098236.000000 Penalty: 967.821289
	Iteration 2Q: 3 clusters Score -2098236 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -2099462.500000 Penalty: 967.821289
	Iteration 3F: 3 clusters Score -2099462 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -2101407.500000 Penalty: 967.821289
	Iteration 4F: 3 clusters Score -2101408 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -2104023.250000 Penalty: 967.821289
	Iteration 5F: 3 clusters Score -2104023 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -2106875.750000 Penalty: 967.821289
	Iteration 6F: 3 clusters Score -2106876 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -2109178.000000 Penalty: 967.821289
	Iteration 7F: 3 clusters Score -2109178 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -2110621.750000 Penalty: 967.821289
	Iteration 8Q: 3 clusters Score -2110622 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -2111407.000000 Penalty: 967.821289
	Iteration 9Q: 3 clusters Score -2111407 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -2111934.500000 Penalty: 967.821289
	Iteration 10Q: 3 clusters Score -2111934 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -2112267.500000 Penalty: 967.821289
	Iteration 11Q: 3 clusters Score -2112268 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -2112469.500000 Penalty: 967.821289
	Iteration 12Q: 3 clusters Score -2112470 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -2112584.500000 Penalty: 967.821289
	Iteration 13Q: 3 clusters Score -2112584 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -2112635.750000 Penalty: 967.821289
	Iteration 14Q: 3 clusters Score -2112636 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -2112679.250000 Penalty: 967.821289
	Iteration 15Q: 3 clusters Score -2112679 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -2112719.750000 Penalty: 967.821289
	Iteration 16Q: 3 clusters Score -2112720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -2112740.750000 Penalty: 967.821289
	Iteration 17Q: 3 clusters Score -2112741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -2112760.500000 Penalty: 967.821289
	Iteration 18Q: 3 clusters Score -2112760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -2112779.750000 Penalty: 967.821289
	Iteration 19Q: 3 clusters Score -2112780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -2112786.750000 Penalty: 967.821289
	Iteration 20F: 3 clusters Score -2112787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -2112792.250000 Penalty: 967.821289
	Iteration 21Q: 3 clusters Score -2112792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -2112796.500000 Penalty: 967.821289
	Iteration 22Q: 3 clusters Score -2112796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -2112800.250000 Penalty: 967.821289
	Iteration 23Q: 3 clusters Score -2112800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -2112806.000000 Penalty: 967.821289
	Iteration 24Q: 3 clusters Score -2112806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -2112805.000000 Penalty: 967.821289
	Iteration 25Q: 3 clusters Score -2112805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -2112806.250000 Penalty: 967.821289
	Iteration 26Q: 3 clusters Score -2112806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -2112808.250000 Penalty: 967.821289
	Iteration 27Q: 3 clusters Score -2112808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -2112810.000000 Penalty: 967.821289
	Iteration 28Q: 3 clusters Score -2112810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -2112815.000000 Penalty: 967.821289
	Iteration 29Q: 3 clusters Score -2112815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -2112818.500000 Penalty: 967.821289
	Iteration 30Q: 3 clusters Score -2112818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -2112819.250000 Penalty: 967.821289
	Iteration 31Q: 3 clusters Score -2112819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -2112820.500000 Penalty: 967.821289
	Iteration 32Q: 3 clusters Score -2112820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -2112818.750000 Penalty: 967.821289
	Iteration 33Q: 3 clusters Score -2112819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -2112820.500000 Penalty: 967.821289
	Iteration 34Q: 3 clusters Score -2112820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -2112820.500000 Penalty: 967.821289
	Iteration 35F: 3 clusters Score -2112820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6680.969238 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6680.969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6449.470703 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6449.471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6487.113281 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6487.113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6493.839355 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6493.839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6495.440918 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6495.441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6497.177246 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6497.177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6497.177246 Penalty: 450.337158
	Iteration 5F: 3 clusters Score -6497.177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -81546.828125 Penalty: 335.431366
	Iteration 0F: 2 clusters Score -81546.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -80341.109375 Penalty: 670.862732
	Iteration 0F: 3 clusters Score -80341.11 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -80767.906250 Penalty: 670.862732
	Iteration 1F: 3 clusters Score -80767.91 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -80843.156250 Penalty: 670.862732
	Iteration 2F: 3 clusters Score -80843.16 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -80891.039062 Penalty: 670.862732
	Iteration 3F: 3 clusters Score -80891.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80929.382812 Penalty: 670.862732
	Iteration 4Q: 3 clusters Score -80929.38 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80973.078125 Penalty: 670.862732
	Iteration 5Q: 3 clusters Score -80973.08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81009.437500 Penalty: 670.862732
	Iteration 6Q: 3 clusters Score -81009.44 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81046.890625 Penalty: 670.862732
	Iteration 7Q: 3 clusters Score -81046.89 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -81081.109375 Penalty: 670.862732
	Iteration 8Q: 3 clusters Score -81081.11 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -81117.156250 Penalty: 670.862732
	Iteration 9Q: 3 clusters Score -81117.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -81150.140625 Penalty: 670.862732
	Iteration 10Q: 3 clusters Score -81150.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -81177.601562 Penalty: 670.862732
	Iteration 11Q: 3 clusters Score -81177.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -81204.320312 Penalty: 670.862732
	Iteration 12Q: 3 clusters Score -81204.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -81220.609375 Penalty: 670.862732
	Iteration 13Q: 3 clusters Score -81220.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -81233.617188 Penalty: 670.862732
	Iteration 14Q: 3 clusters Score -81233.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -81244.312500 Penalty: 670.862732
	Iteration 15Q: 3 clusters Score -81244.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -81249.804688 Penalty: 670.862732
	Iteration 16Q: 3 clusters Score -81249.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -81253.281250 Penalty: 670.862732
	Iteration 17Q: 3 clusters Score -81253.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -81254.773438 Penalty: 670.862732
	Iteration 18Q: 3 clusters Score -81254.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -81257.039062 Penalty: 670.862732
	Iteration 19Q: 3 clusters Score -81257.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -81260.781250 Penalty: 670.862732
	Iteration 20F: 3 clusters Score -81260.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -9918.083008 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -9918.083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9617.067383 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -9617.067 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9690.556641 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -9690.557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9706.086914 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -9706.087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9710.158203 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -9710.158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9712.702148 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -9712.702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9714.517578 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -9714.518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9714.985352 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -9714.985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9714.985352 Penalty: 489.150330
	Iteration 7F: 3 clusters Score -9714.985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -27158.501953 Penalty: 285.157623
	Iteration 0F: 2 clusters Score -27158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26648.503906 Penalty: 570.315247
	Iteration 0F: 3 clusters Score -26648.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26763.195312 Penalty: 570.315247
	Iteration 1F: 3 clusters Score -26763.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26796.857422 Penalty: 570.315247
	Iteration 2F: 3 clusters Score -26796.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26814.785156 Penalty: 570.315247
	Iteration 3F: 3 clusters Score -26814.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26831.707031 Penalty: 570.315247
	Iteration 4Q: 3 clusters Score -26831.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26846.974609 Penalty: 570.315247
	Iteration 5Q: 3 clusters Score -26846.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26852.960938 Penalty: 570.315247
	Iteration 6Q: 3 clusters Score -26852.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26855.015625 Penalty: 570.315247
	Iteration 7Q: 3 clusters Score -26855.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26856.541016 Penalty: 570.315247
	Iteration 8Q: 3 clusters Score -26856.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26857.732422 Penalty: 570.315247
	Iteration 9Q: 3 clusters Score -26857.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26860.046875 Penalty: 570.315247
	Iteration 10Q: 3 clusters Score -26860.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26861.496094 Penalty: 570.315247
	Iteration 11Q: 3 clusters Score -26861.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26862.537109 Penalty: 570.315247
	Iteration 12Q: 3 clusters Score -26862.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26863.941406 Penalty: 570.315247
	Iteration 13Q: 3 clusters Score -26863.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26864.210938 Penalty: 570.315247
	Iteration 14Q: 3 clusters Score -26864.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26864.210938 Penalty: 570.315247
	Iteration 15F: 3 clusters Score -26864.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6071.739746 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6071.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5860.819824 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5860.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5896.526855 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5896.527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5902.841797 Penalty: 448.380096
	Iteration 2Q: 3 clusters Score -5902.842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5906.724609 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -5906.725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5913.067871 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -5913.068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5913.067871 Penalty: 448.380096
	Iteration 5F: 3 clusters Score -5913.068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Entering Unmasked Estep 
Score: -301054.500000 Penalty: 396.862549
	Iteration 0F: 2 clusters Score -301054.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -296985.250000 Penalty: 793.725098
	Iteration 0F: 3 clusters Score -296985.2 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -298473.625000 Penalty: 793.725098
	Iteration 1F: 3 clusters Score -298473.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -298615.125000 Penalty: 793.725098
	Iteration 2F: 3 clusters Score -298615.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -298778.093750 Penalty: 793.725098
	Iteration 3F: 3 clusters Score -298778.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -298954.593750 Penalty: 793.725098
	Iteration 4F: 3 clusters Score -298954.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -299137.500000 Penalty: 793.725098
	Iteration 5F: 3 clusters Score -299137.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -299375.187500 Penalty: 793.725098
	Iteration 6F: 3 clusters Score -299375.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -299651.437500 Penalty: 793.725098
	Iteration 7F: 3 clusters Score -299651.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -299899.000000 Penalty: 793.725098
	Iteration 8F: 3 clusters Score -299899 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -300138.687500 Penalty: 793.725098
	Iteration 9F: 3 clusters Score -300138.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -300319.750000 Penalty: 793.725098
	Iteration 10Q: 3 clusters Score -300319.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -300410.593750 Penalty: 793.725098
	Iteration 11Q: 3 clusters Score -300410.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -300460.312500 Penalty: 793.725098
	Iteration 12Q: 3 clusters Score -300460.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -300490.625000 Penalty: 793.725098
	Iteration 13Q: 3 clusters Score -300490.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -300510.593750 Penalty: 793.725098
	Iteration 14Q: 3 clusters Score -300510.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -300522.562500 Penalty: 793.725098
	Iteration 15Q: 3 clusters Score -300522.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -300530.312500 Penalty: 793.725098
	Iteration 16Q: 3 clusters Score -300530.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -300536.687500 Penalty: 793.725098
	Iteration 17Q: 3 clusters Score -300536.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -300541.250000 Penalty: 793.725098
	Iteration 18Q: 3 clusters Score -300541.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -300544.062500 Penalty: 793.725098
	Iteration 19Q: 3 clusters Score -300544.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -300545.437500 Penalty: 793.725098
	Iteration 20F: 3 clusters Score -300545.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -300546.656250 Penalty: 793.725098
	Iteration 21Q: 3 clusters Score -300546.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -300547.093750 Penalty: 793.725098
	Iteration 22Q: 3 clusters Score -300547.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -300547.312500 Penalty: 793.725098
	Iteration 23Q: 3 clusters Score -300547.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -300547.937500 Penalty: 793.725098
	Iteration 24Q: 3 clusters Score -300547.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -300548.156250 Penalty: 793.725098
	Iteration 25Q: 3 clusters Score -300548.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -300548.250000 Penalty: 793.725098
	Iteration 26Q: 3 clusters Score -300548.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -300549.187500 Penalty: 793.725098
	Iteration 27Q: 3 clusters Score -300549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -300549.625000 Penalty: 793.725098
	Iteration 28Q: 3 clusters Score -300549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -300549.781250 Penalty: 793.725098
	Iteration 29Q: 3 clusters Score -300549.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -300550.531250 Penalty: 793.725098
	Iteration 30Q: 3 clusters Score -300550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -300550.187500 Penalty: 793.725098
	Iteration 31Q: 3 clusters Score -300550.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -300550.187500 Penalty: 793.725098
	Iteration 32F: 3 clusters Score -300550.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Entering Unmasked Estep 
Score: -1644065.125000 Penalty: 468.728546
	Iteration 0F: 2 clusters Score -1644065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1624031.000000 Penalty: 937.457092
	Iteration 0F: 3 clusters Score -1624031 nChanged 14331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1632410.375000 Penalty: 937.457092
	Iteration 1F: 3 clusters Score -1632410 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1632917.750000 Penalty: 937.457092
	Iteration 2Q: 3 clusters Score -1632918 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1633552.500000 Penalty: 937.457092
	Iteration 3Q: 3 clusters Score -1633552 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1634339.000000 Penalty: 937.457092
	Iteration 4F: 3 clusters Score -1634339 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1635448.875000 Penalty: 937.457092
	Iteration 5F: 3 clusters Score -1635449 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1636957.125000 Penalty: 937.457092
	Iteration 6F: 3 clusters Score -1636957 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1638518.250000 Penalty: 937.457092
	Iteration 7F: 3 clusters Score -1638518 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1639526.500000 Penalty: 937.457092
	Iteration 8F: 3 clusters Score -1639526 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1639992.625000 Penalty: 937.457092
	Iteration 9Q: 3 clusters Score -1639993 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1640283.625000 Penalty: 937.457092
	Iteration 10Q: 3 clusters Score -1640284 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1640535.875000 Penalty: 937.457092
	Iteration 11Q: 3 clusters Score -1640536 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1640761.000000 Penalty: 937.457092
	Iteration 12Q: 3 clusters Score -1640761 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1640966.750000 Penalty: 937.457092
	Iteration 13Q: 3 clusters Score -1640967 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1641155.125000 Penalty: 937.457092
	Iteration 14Q: 3 clusters Score -1641155 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1641339.875000 Penalty: 937.457092
	Iteration 15Q: 3 clusters Score -1641340 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1641543.375000 Penalty: 937.457092
	Iteration 16Q: 3 clusters Score -1641543 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1641760.750000 Penalty: 937.457092
	Iteration 17Q: 3 clusters Score -1641761 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1641982.875000 Penalty: 937.457092
	Iteration 18Q: 3 clusters Score -1641983 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1642182.625000 Penalty: 937.457092
	Iteration 19Q: 3 clusters Score -1642183 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1642364.375000 Penalty: 937.457092
	Iteration 20F: 3 clusters Score -1642364 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1642554.625000 Penalty: 937.457092
	Iteration 21Q: 3 clusters Score -1642555 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1642725.875000 Penalty: 937.457092
	Iteration 22Q: 3 clusters Score -1642726 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1642875.250000 Penalty: 937.457092
	Iteration 23Q: 3 clusters Score -1642875 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1643025.625000 Penalty: 937.457092
	Iteration 24Q: 3 clusters Score -1643026 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1643145.875000 Penalty: 937.457092
	Iteration 25Q: 3 clusters Score -1643146 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1643237.125000 Penalty: 937.457092
	Iteration 26Q: 3 clusters Score -1643237 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1643309.000000 Penalty: 937.457092
	Iteration 27Q: 3 clusters Score -1643309 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1643360.250000 Penalty: 937.457092
	Iteration 28Q: 3 clusters Score -1643360 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1643421.000000 Penalty: 937.457092
	Iteration 29Q: 3 clusters Score -1643421 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1643458.875000 Penalty: 937.457092
	Iteration 30Q: 3 clusters Score -1643459 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1643501.875000 Penalty: 937.457092
	Iteration 31Q: 3 clusters Score -1643502 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1643532.000000 Penalty: 937.457092
	Iteration 32Q: 3 clusters Score -1643532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1643557.125000 Penalty: 937.457092
	Iteration 33Q: 3 clusters Score -1643557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1643571.750000 Penalty: 937.457092
	Iteration 34Q: 3 clusters Score -1643572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1643582.250000 Penalty: 937.457092
	Iteration 35Q: 3 clusters Score -1643582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1643589.375000 Penalty: 937.457092
	Iteration 36Q: 3 clusters Score -1643589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1643596.625000 Penalty: 937.457092
	Iteration 37Q: 3 clusters Score -1643597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1643612.000000 Penalty: 937.457092
	Iteration 38Q: 3 clusters Score -1643612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1643617.250000 Penalty: 937.457092
	Iteration 39Q: 3 clusters Score -1643617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1643621.750000 Penalty: 937.457092
	Iteration 40F: 3 clusters Score -1643622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1643624.375000 Penalty: 937.457092
	Iteration 41Q: 3 clusters Score -1643624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1643629.000000 Penalty: 937.457092
	Iteration 42Q: 3 clusters Score -1643629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1643632.375000 Penalty: 937.457092
	Iteration 43Q: 3 clusters Score -1643632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1643636.125000 Penalty: 937.457092
	Iteration 44Q: 3 clusters Score -1643636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1643642.125000 Penalty: 937.457092
	Iteration 45Q: 3 clusters Score -1643642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1643649.375000 Penalty: 937.457092
	Iteration 46Q: 3 clusters Score -1643649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1643656.625000 Penalty: 937.457092
	Iteration 47Q: 3 clusters Score -1643657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1643662.125000 Penalty: 937.457092
	Iteration 48Q: 3 clusters Score -1643662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1643669.750000 Penalty: 937.457092
	Iteration 49Q: 3 clusters Score -1643670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1643675.750000 Penalty: 937.457092
	Iteration 50Q: 3 clusters Score -1643676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1643677.875000 Penalty: 937.457092
	Iteration 51Q: 3 clusters Score -1643678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1643679.375000 Penalty: 937.457092
	Iteration 52Q: 3 clusters Score -1643679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1643687.000000 Penalty: 937.457092
	Iteration 53Q: 3 clusters Score -1643687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1643691.625000 Penalty: 937.457092
	Iteration 54Q: 3 clusters Score -1643692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1643693.750000 Penalty: 937.457092
	Iteration 55Q: 3 clusters Score -1643694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1643693.000000 Penalty: 937.457092
	Iteration 56Q: 3 clusters Score -1643693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1643693.125000 Penalty: 937.457092
	Iteration 57Q: 3 clusters Score -1643693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1643693.125000 Penalty: 937.457092
	Iteration 58F: 3 clusters Score -1643693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -14618.455078 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -14618.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14278.775391 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -14278.78 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14363.994141 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -14363.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14382.958984 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -14382.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14398.353516 Penalty: 519.949707
	Iteration 3F: 3 clusters Score -14398.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14408.083984 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -14408.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14424.407227 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -14424.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14432.929688 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -14432.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14438.231445 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -14438.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14451.441406 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -14451.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14475.146484 Penalty: 519.949707
	Iteration 9Q: 3 clusters Score -14475.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14510.542969 Penalty: 519.949707
	Iteration 10Q: 3 clusters Score -14510.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14562.842773 Penalty: 519.949707
	Iteration 11Q: 3 clusters Score -14562.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14570.883789 Penalty: 519.949707
	Iteration 12Q: 3 clusters Score -14570.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14573.279297 Penalty: 519.949707
	Iteration 13Q: 3 clusters Score -14573.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14574.329102 Penalty: 519.949707
	Iteration 14Q: 3 clusters Score -14574.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14575.480469 Penalty: 519.949707
	Iteration 15Q: 3 clusters Score -14575.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14579.090820 Penalty: 519.949707
	Iteration 16Q: 3 clusters Score -14579.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14581.243164 Penalty: 519.949707
	Iteration 17Q: 3 clusters Score -14581.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14582.294922 Penalty: 519.949707
	Iteration 18F: 3 clusters Score -14582.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14584.966797 Penalty: 519.949707
	Iteration 19Q: 3 clusters Score -14584.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14589.767578 Penalty: 519.949707
	Iteration 20F: 3 clusters Score -14589.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14609.631836 Penalty: 519.949707
	Iteration 21Q: 3 clusters Score -14609.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14619.543945 Penalty: 519.949707
	Iteration 22Q: 3 clusters Score -14619.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14621.202148 Penalty: 519.949707
	Iteration 23Q: 3 clusters Score -14621.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14621.202148 Penalty: 519.949707
	Iteration 24F: 3 clusters Score -14621.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4632 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 11389 members 
Mstep: Class 16 contains 41581 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29784 members 
Mstep: Class 24 contains 210 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77266 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10966 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 93 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 207 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300573 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
Score: -27457818.000000 Penalty: 27006.476562
Splitting cluster 24 changes total score from -27458174.000000 to -27457818.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -28913.289062 Penalty: 289.986053
	Iteration 0F: 2 clusters Score -28913.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28362.730469 Penalty: 579.972107
	Iteration 0F: 3 clusters Score -28362.73 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28559.519531 Penalty: 579.972107
	Iteration 1F: 3 clusters Score -28559.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28604.013672 Penalty: 579.972107
	Iteration 2F: 3 clusters Score -28604.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28627.074219 Penalty: 579.972107
	Iteration 3Q: 3 clusters Score -28627.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28639.416016 Penalty: 579.972107
	Iteration 4Q: 3 clusters Score -28639.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28650.234375 Penalty: 579.972107
	Iteration 5Q: 3 clusters Score -28650.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28657.183594 Penalty: 579.972107
	Iteration 6Q: 3 clusters Score -28657.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28669.541016 Penalty: 579.972107
	Iteration 7Q: 3 clusters Score -28669.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28679.832031 Penalty: 579.972107
	Iteration 8Q: 3 clusters Score -28679.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28692.035156 Penalty: 579.972107
	Iteration 9Q: 3 clusters Score -28692.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28702.507812 Penalty: 579.972107
	Iteration 10Q: 3 clusters Score -28702.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28721.630859 Penalty: 579.972107
	Iteration 11Q: 3 clusters Score -28721.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28741.253906 Penalty: 579.972107
	Iteration 12Q: 3 clusters Score -28741.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28761.617188 Penalty: 579.972107
	Iteration 13Q: 3 clusters Score -28761.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28775.455078 Penalty: 579.972107
	Iteration 14Q: 3 clusters Score -28775.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28781.962891 Penalty: 579.972107
	Iteration 15Q: 3 clusters Score -28781.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28790.048828 Penalty: 579.972107
	Iteration 16Q: 3 clusters Score -28790.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28797.408203 Penalty: 579.972107
	Iteration 17Q: 3 clusters Score -28797.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28803.566406 Penalty: 579.972107
	Iteration 18Q: 3 clusters Score -28803.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28807.625000 Penalty: 579.972107
	Iteration 19Q: 3 clusters Score -28807.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28812.306641 Penalty: 579.972107
	Iteration 20F: 3 clusters Score -28812.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28813.494141 Penalty: 579.972107
	Iteration 21Q: 3 clusters Score -28813.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28814.939453 Penalty: 579.972107
	Iteration 22Q: 3 clusters Score -28814.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28815.519531 Penalty: 579.972107
	Iteration 23Q: 3 clusters Score -28815.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28815.519531 Penalty: 579.972107
	Iteration 24F: 3 clusters Score -28815.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -22314.310547 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -22314.31 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 244 members 
Entering Unmasked Estep 
Score: -21854.857422 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -21854.86 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21954.628906 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -21954.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21977.515625 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -21977.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21994.255859 Penalty: 561.434570
	Iteration 3Q: 3 clusters Score -21994.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -22008.787109 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -22008.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22017.345703 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -22017.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22025.548828 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -22025.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -22034.697266 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -22034.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -22044.421875 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -22044.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -22057.853516 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -22057.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -22064.722656 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -22064.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22069.324219 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -22069.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22074.261719 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -22074.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22079.529297 Penalty: 561.434570
	Iteration 13Q: 3 clusters Score -22079.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -22081.619141 Penalty: 561.434570
	Iteration 14Q: 3 clusters Score -22081.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22084.156250 Penalty: 561.434570
	Iteration 15Q: 3 clusters Score -22084.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -22086.115234 Penalty: 561.434570
	Iteration 16Q: 3 clusters Score -22086.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -22087.970703 Penalty: 561.434570
	Iteration 17Q: 3 clusters Score -22087.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22088.458984 Penalty: 561.434570
	Iteration 18Q: 3 clusters Score -22088.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22088.458984 Penalty: 561.434570
	Iteration 19F: 3 clusters Score -22088.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -30774.628906 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -30774.63 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 326 members 
Entering Unmasked Estep 
Score: -30180.150391 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -30180.15 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -30372.558594 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -30372.56 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -30426.250000 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -30426.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -30474.378906 Penalty: 592.162231
	Iteration 3F: 3 clusters Score -30474.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -30498.517578 Penalty: 592.162231
	Iteration 4Q: 3 clusters Score -30498.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30508.160156 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -30508.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -30515.783203 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -30515.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -30521.007812 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -30521.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -30522.400391 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -30522.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -30523.138672 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -30523.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -30523.904297 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -30523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -30525.519531 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -30525.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -30527.375000 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -30527.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -30528.593750 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -30528.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -30529.841797 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -30529.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -30530.820312 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -30530.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -30531.154297 Penalty: 592.162231
	Iteration 16Q: 3 clusters Score -30531.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -30532.378906 Penalty: 592.162231
	Iteration 17Q: 3 clusters Score -30532.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -30532.724609 Penalty: 592.162231
	Iteration 18Q: 3 clusters Score -30532.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -30532.724609 Penalty: 592.162231
	Iteration 19F: 3 clusters Score -30532.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (77266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77266 members 
Entering Unmasked Estep 
Score: -4220538.500000 Penalty: 512.102966
	Iteration 0F: 2 clusters Score -4220538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -4168387.000000 Penalty: 1024.205933
	Iteration 0F: 3 clusters Score -4168387 nChanged 37770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -4191675.250000 Penalty: 1024.205933
	Iteration 1F: 3 clusters Score -4191675 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -4194311.000000 Penalty: 1024.205933
	Iteration 2F: 3 clusters Score -4194311 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -4199102.000000 Penalty: 1024.205933
	Iteration 3F: 3 clusters Score -4199102 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 64095 members 
Entering Unmasked Estep 
Score: -4206119.000000 Penalty: 1024.205933
	Iteration 4F: 3 clusters Score -4206119 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
Score: -4213394.500000 Penalty: 1024.205933
	Iteration 5F: 3 clusters Score -4213394 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -4217943.500000 Penalty: 1024.205933
	Iteration 6F: 3 clusters Score -4217944 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -4219577.500000 Penalty: 1024.205933
	Iteration 7Q: 3 clusters Score -4219578 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 77014 members 
Entering Unmasked Estep 
Score: -4219945.500000 Penalty: 1024.205933
	Iteration 8Q: 3 clusters Score -4219946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -4220031.500000 Penalty: 1024.205933
	Iteration 9Q: 3 clusters Score -4220032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 77128 members 
Entering Unmasked Estep 
Score: -4220069.500000 Penalty: 1024.205933
	Iteration 10Q: 3 clusters Score -4220070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -4220096.000000 Penalty: 1024.205933
	Iteration 11Q: 3 clusters Score -4220096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 77136 members 
Entering Unmasked Estep 
Score: -4220114.000000 Penalty: 1024.205933
	Iteration 12Q: 3 clusters Score -4220114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -4220120.500000 Penalty: 1024.205933
	Iteration 13Q: 3 clusters Score -4220120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 77129 members 
Entering Unmasked Estep 
Score: -4220123.500000 Penalty: 1024.205933
	Iteration 14Q: 3 clusters Score -4220124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -4220127.500000 Penalty: 1024.205933
	Iteration 15Q: 3 clusters Score -4220128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 77122 members 
Entering Unmasked Estep 
Score: -4220127.500000 Penalty: 1024.205933
	Iteration 16Q: 3 clusters Score -4220128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -4220126.000000 Penalty: 1024.205933
	Iteration 17Q: 3 clusters Score -4220126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -4220126.500000 Penalty: 1024.205933
	Iteration 18Q: 3 clusters Score -4220126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -4220126.500000 Penalty: 1024.205933
	Iteration 19F: 3 clusters Score -4220126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -4130.522461 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -4130.522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3931.653564 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -3931.654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3964.304199 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -3964.304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3977.030273 Penalty: 424.372986
	Iteration 2F: 3 clusters Score -3977.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3980.570557 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -3980.571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3982.288818 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -3982.289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3986.180664 Penalty: 424.372986
	Iteration 5Q: 3 clusters Score -3986.181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3994.928467 Penalty: 424.372986
	Iteration 6Q: 3 clusters Score -3994.928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4000.291992 Penalty: 424.372986
	Iteration 7Q: 3 clusters Score -4000.292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4000.291992 Penalty: 424.372986
	Iteration 8F: 3 clusters Score -4000.292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -18278.294922 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -18278.29 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 179 members 
Entering Unmasked Estep 
Score: -17887.242188 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -17887.24 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17955.837891 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -17955.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17984.148438 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -17984.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17998.529297 Penalty: 531.233459
	Iteration 3Q: 3 clusters Score -17998.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18001.332031 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -18001.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18002.341797 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -18002.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18002.876953 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -18002.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18002.876953 Penalty: 531.233459
	Iteration 7F: 3 clusters Score -18002.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -18516.009766 Penalty: 271.576202
	Iteration 0F: 2 clusters Score -18516.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18096.912109 Penalty: 543.152405
	Iteration 0F: 3 clusters Score -18096.91 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18208.466797 Penalty: 543.152405
	Iteration 1F: 3 clusters Score -18208.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18232.972656 Penalty: 543.152405
	Iteration 2F: 3 clusters Score -18232.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18244.855469 Penalty: 543.152405
	Iteration 3Q: 3 clusters Score -18244.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18259.044922 Penalty: 543.152405
	Iteration 4Q: 3 clusters Score -18259.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18268.169922 Penalty: 543.152405
	Iteration 5Q: 3 clusters Score -18268.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18269.666016 Penalty: 543.152405
	Iteration 6Q: 3 clusters Score -18269.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18271.763672 Penalty: 543.152405
	Iteration 7Q: 3 clusters Score -18271.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18279.613281 Penalty: 543.152405
	Iteration 8Q: 3 clusters Score -18279.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18286.005859 Penalty: 543.152405
	Iteration 9Q: 3 clusters Score -18286.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18304.585938 Penalty: 543.152405
	Iteration 10Q: 3 clusters Score -18304.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18315.195312 Penalty: 543.152405
	Iteration 11Q: 3 clusters Score -18315.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18321.818359 Penalty: 543.152405
	Iteration 12Q: 3 clusters Score -18321.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18328.275391 Penalty: 543.152405
	Iteration 13Q: 3 clusters Score -18328.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18335.808594 Penalty: 543.152405
	Iteration 14Q: 3 clusters Score -18335.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18340.009766 Penalty: 543.152405
	Iteration 15Q: 3 clusters Score -18340.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18348.189453 Penalty: 543.152405
	Iteration 16Q: 3 clusters Score -18348.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18355.250000 Penalty: 543.152405
	Iteration 17Q: 3 clusters Score -18355.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18362.968750 Penalty: 543.152405
	Iteration 18Q: 3 clusters Score -18362.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18367.638672 Penalty: 543.152405
	Iteration 19Q: 3 clusters Score -18367.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18371.164062 Penalty: 543.152405
	Iteration 20F: 3 clusters Score -18371.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18371.654297 Penalty: 543.152405
	Iteration 21Q: 3 clusters Score -18371.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18371.654297 Penalty: 543.152405
	Iteration 22F: 3 clusters Score -18371.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -13371.180664 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -13371.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13031.243164 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -13031.24 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13098.592773 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -13098.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13121.255859 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -13121.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13146.219727 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -13146.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13162.557617 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -13162.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13169.394531 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -13169.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13173.096680 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -13173.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13175.800781 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -13175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13175.800781 Penalty: 507.411377
	Iteration 8F: 3 clusters Score -13175.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Entering Unmasked Estep 
Score: -612724.562500 Penalty: 423.266266
	Iteration 0F: 2 clusters Score -612724.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -605356.062500 Penalty: 846.532532
	Iteration 0F: 3 clusters Score -605356.1 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -608380.250000 Penalty: 846.532532
	Iteration 1F: 3 clusters Score -608380.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -608663.562500 Penalty: 846.532532
	Iteration 2F: 3 clusters Score -608663.6 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -609023.125000 Penalty: 846.532532
	Iteration 3F: 3 clusters Score -609023.1 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -609439.687500 Penalty: 846.532532
	Iteration 4F: 3 clusters Score -609439.7 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -609990.125000 Penalty: 846.532532
	Iteration 5F: 3 clusters Score -609990.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -610625.937500 Penalty: 846.532532
	Iteration 6F: 3 clusters Score -610625.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -611031.125000 Penalty: 846.532532
	Iteration 7Q: 3 clusters Score -611031.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -611187.750000 Penalty: 846.532532
	Iteration 8Q: 3 clusters Score -611187.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -611261.437500 Penalty: 846.532532
	Iteration 9Q: 3 clusters Score -611261.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -611309.312500 Penalty: 846.532532
	Iteration 10Q: 3 clusters Score -611309.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -611364.875000 Penalty: 846.532532
	Iteration 11Q: 3 clusters Score -611364.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -611410.687500 Penalty: 846.532532
	Iteration 12Q: 3 clusters Score -611410.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -611454.812500 Penalty: 846.532532
	Iteration 13Q: 3 clusters Score -611454.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -611501.125000 Penalty: 846.532532
	Iteration 14Q: 3 clusters Score -611501.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -611547.875000 Penalty: 846.532532
	Iteration 15Q: 3 clusters Score -611547.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -611593.125000 Penalty: 846.532532
	Iteration 16Q: 3 clusters Score -611593.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -611628.875000 Penalty: 846.532532
	Iteration 17Q: 3 clusters Score -611628.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -611669.562500 Penalty: 846.532532
	Iteration 18Q: 3 clusters Score -611669.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -611698.187500 Penalty: 846.532532
	Iteration 19Q: 3 clusters Score -611698.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -611729.875000 Penalty: 846.532532
	Iteration 20F: 3 clusters Score -611729.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -611756.750000 Penalty: 846.532532
	Iteration 21Q: 3 clusters Score -611756.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -611785.750000 Penalty: 846.532532
	Iteration 22Q: 3 clusters Score -611785.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -611819.187500 Penalty: 846.532532
	Iteration 23Q: 3 clusters Score -611819.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -611864.875000 Penalty: 846.532532
	Iteration 24Q: 3 clusters Score -611864.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -611908.250000 Penalty: 846.532532
	Iteration 25Q: 3 clusters Score -611908.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -611951.625000 Penalty: 846.532532
	Iteration 26Q: 3 clusters Score -611951.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -612007.312500 Penalty: 846.532532
	Iteration 27Q: 3 clusters Score -612007.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -612066.437500 Penalty: 846.532532
	Iteration 28Q: 3 clusters Score -612066.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -612120.375000 Penalty: 846.532532
	Iteration 29Q: 3 clusters Score -612120.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -612170.062500 Penalty: 846.532532
	Iteration 30Q: 3 clusters Score -612170.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -612211.187500 Penalty: 846.532532
	Iteration 31Q: 3 clusters Score -612211.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -612241.187500 Penalty: 846.532532
	Iteration 32Q: 3 clusters Score -612241.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -612264.812500 Penalty: 846.532532
	Iteration 33Q: 3 clusters Score -612264.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -612280.562500 Penalty: 846.532532
	Iteration 34Q: 3 clusters Score -612280.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -612291.000000 Penalty: 846.532532
	Iteration 35Q: 3 clusters Score -612291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -612296.437500 Penalty: 846.532532
	Iteration 36Q: 3 clusters Score -612296.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -612300.875000 Penalty: 846.532532
	Iteration 37Q: 3 clusters Score -612300.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -612304.500000 Penalty: 846.532532
	Iteration 38Q: 3 clusters Score -612304.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -612308.375000 Penalty: 846.532532
	Iteration 39Q: 3 clusters Score -612308.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -612317.562500 Penalty: 846.532532
	Iteration 40F: 3 clusters Score -612317.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -612326.125000 Penalty: 846.532532
	Iteration 41Q: 3 clusters Score -612326.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -612340.250000 Penalty: 846.532532
	Iteration 42Q: 3 clusters Score -612340.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -612347.500000 Penalty: 846.532532
	Iteration 43Q: 3 clusters Score -612347.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -612352.875000 Penalty: 846.532532
	Iteration 44Q: 3 clusters Score -612352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -612356.812500 Penalty: 846.532532
	Iteration 45Q: 3 clusters Score -612356.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -612361.812500 Penalty: 846.532532
	Iteration 46Q: 3 clusters Score -612361.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -612363.312500 Penalty: 846.532532
	Iteration 47Q: 3 clusters Score -612363.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -612367.062500 Penalty: 846.532532
	Iteration 48Q: 3 clusters Score -612367.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -612372.375000 Penalty: 846.532532
	Iteration 49Q: 3 clusters Score -612372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -612373.937500 Penalty: 846.532532
	Iteration 50Q: 3 clusters Score -612373.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -612374.250000 Penalty: 846.532532
	Iteration 51Q: 3 clusters Score -612374.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -612375.812500 Penalty: 846.532532
	Iteration 52Q: 3 clusters Score -612375.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -612375.375000 Penalty: 846.532532
	Iteration 53Q: 3 clusters Score -612375.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -612375.375000 Penalty: 846.532532
	Iteration 54F: 3 clusters Score -612375.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -120230.265625 Penalty: 349.636749
	Iteration 0F: 2 clusters Score -120230.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -118682.750000 Penalty: 699.273499
	Iteration 0F: 3 clusters Score -118682.8 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -119185.375000 Penalty: 699.273499
	Iteration 1F: 3 clusters Score -119185.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -119327.710938 Penalty: 699.273499
	Iteration 2F: 3 clusters Score -119327.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -119497.820312 Penalty: 699.273499
	Iteration 3F: 3 clusters Score -119497.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -119655.164062 Penalty: 699.273499
	Iteration 4F: 3 clusters Score -119655.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -119754.468750 Penalty: 699.273499
	Iteration 5F: 3 clusters Score -119754.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -119801.953125 Penalty: 699.273499
	Iteration 6Q: 3 clusters Score -119802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -119828.625000 Penalty: 699.273499
	Iteration 7Q: 3 clusters Score -119828.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -119847.187500 Penalty: 699.273499
	Iteration 8Q: 3 clusters Score -119847.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -119860.148438 Penalty: 699.273499
	Iteration 9Q: 3 clusters Score -119860.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -119868.710938 Penalty: 699.273499
	Iteration 10Q: 3 clusters Score -119868.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -119876.539062 Penalty: 699.273499
	Iteration 11Q: 3 clusters Score -119876.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -119884.000000 Penalty: 699.273499
	Iteration 12Q: 3 clusters Score -119884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -119892.007812 Penalty: 699.273499
	Iteration 13Q: 3 clusters Score -119892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -119899.250000 Penalty: 699.273499
	Iteration 14Q: 3 clusters Score -119899.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -119904.953125 Penalty: 699.273499
	Iteration 15Q: 3 clusters Score -119905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -119912.515625 Penalty: 699.273499
	Iteration 16Q: 3 clusters Score -119912.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -119920.585938 Penalty: 699.273499
	Iteration 17Q: 3 clusters Score -119920.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -119928.335938 Penalty: 699.273499
	Iteration 18Q: 3 clusters Score -119928.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -119932.125000 Penalty: 699.273499
	Iteration 19Q: 3 clusters Score -119932.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -119934.921875 Penalty: 699.273499
	Iteration 20F: 3 clusters Score -119934.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -119937.578125 Penalty: 699.273499
	Iteration 21Q: 3 clusters Score -119937.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -119942.460938 Penalty: 699.273499
	Iteration 22Q: 3 clusters Score -119942.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -119949.023438 Penalty: 699.273499
	Iteration 23Q: 3 clusters Score -119949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -119951.960938 Penalty: 699.273499
	Iteration 24Q: 3 clusters Score -119952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -119956.460938 Penalty: 699.273499
	Iteration 25Q: 3 clusters Score -119956.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -119960.882812 Penalty: 699.273499
	Iteration 26Q: 3 clusters Score -119960.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -119964.476562 Penalty: 699.273499
	Iteration 27Q: 3 clusters Score -119964.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -119966.460938 Penalty: 699.273499
	Iteration 28Q: 3 clusters Score -119966.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -119967.773438 Penalty: 699.273499
	Iteration 29Q: 3 clusters Score -119967.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -119969.257812 Penalty: 699.273499
	Iteration 30Q: 3 clusters Score -119969.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -119970.851562 Penalty: 699.273499
	Iteration 31Q: 3 clusters Score -119970.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -119973.937500 Penalty: 699.273499
	Iteration 32Q: 3 clusters Score -119973.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -119976.187500 Penalty: 699.273499
	Iteration 33Q: 3 clusters Score -119976.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -119976.718750 Penalty: 699.273499
	Iteration 34Q: 3 clusters Score -119976.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -119977.234375 Penalty: 699.273499
	Iteration 35Q: 3 clusters Score -119977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -119977.351562 Penalty: 699.273499
	Iteration 36Q: 3 clusters Score -119977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -119977.453125 Penalty: 699.273499
	Iteration 37Q: 3 clusters Score -119977.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -119977.734375 Penalty: 699.273499
	Iteration 38Q: 3 clusters Score -119977.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -119977.734375 Penalty: 699.273499
	Iteration 39F: 3 clusters Score -119977.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -31637.152344 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -31637.15 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 343 members 
Entering Unmasked Estep 
Score: -31028.048828 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -31028.05 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -31300.378906 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -31300.38 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -31402.248047 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -31402.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -31464.144531 Penalty: 594.970703
	Iteration 3F: 3 clusters Score -31464.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -31503.529297 Penalty: 594.970703
	Iteration 4F: 3 clusters Score -31503.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -31517.251953 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -31517.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -31521.828125 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -31521.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -31531.554688 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -31531.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -31550.355469 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -31550.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -31555.669922 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -31555.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -31558.103516 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -31558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -31558.544922 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -31558.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -31558.544922 Penalty: 594.970703
	Iteration 12F: 3 clusters Score -31558.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -15785.606445 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -15785.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15386.810547 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -15386.81 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15496.944336 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -15496.94 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15544.324219 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -15544.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15566.765625 Penalty: 534.618713
	Iteration 3Q: 3 clusters Score -15566.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15582.772461 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -15582.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15589.708984 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -15589.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15592.480469 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -15592.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15595.630859 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -15595.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15599.723633 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -15599.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15604.452148 Penalty: 534.618713
	Iteration 9Q: 3 clusters Score -15604.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15613.515625 Penalty: 534.618713
	Iteration 10Q: 3 clusters Score -15613.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -15620.948242 Penalty: 534.618713
	Iteration 11Q: 3 clusters Score -15620.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -15625.290039 Penalty: 534.618713
	Iteration 12Q: 3 clusters Score -15625.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -15628.987305 Penalty: 534.618713
	Iteration 13Q: 3 clusters Score -15628.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15629.819336 Penalty: 534.618713
	Iteration 14Q: 3 clusters Score -15629.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15629.819336 Penalty: 534.618713
	Iteration 15F: 3 clusters Score -15629.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -3312.730957 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -3312.731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3146.413086 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3146.413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3166.954346 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3166.954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3181.719727 Penalty: 392.891418
	Iteration 2F: 3 clusters Score -3181.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -59776.960938 Penalty: 315.868134
	Iteration 0F: 2 clusters Score -59776.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -58938.171875 Penalty: 631.736267
	Iteration 0F: 3 clusters Score -58938.17 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -59159.550781 Penalty: 631.736267
	Iteration 1F: 3 clusters Score -59159.55 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -59217.359375 Penalty: 631.736267
	Iteration 2F: 3 clusters Score -59217.36 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -59253.675781 Penalty: 631.736267
	Iteration 3F: 3 clusters Score -59253.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -59276.187500 Penalty: 631.736267
	Iteration 4Q: 3 clusters Score -59276.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -59299.289062 Penalty: 631.736267
	Iteration 5Q: 3 clusters Score -59299.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -59314.667969 Penalty: 631.736267
	Iteration 6Q: 3 clusters Score -59314.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -59326.628906 Penalty: 631.736267
	Iteration 7Q: 3 clusters Score -59326.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -59335.511719 Penalty: 631.736267
	Iteration 8Q: 3 clusters Score -59335.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -59342.363281 Penalty: 631.736267
	Iteration 9Q: 3 clusters Score -59342.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -59348.992188 Penalty: 631.736267
	Iteration 10Q: 3 clusters Score -59348.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -59352.949219 Penalty: 631.736267
	Iteration 11Q: 3 clusters Score -59352.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -59355.000000 Penalty: 631.736267
	Iteration 12Q: 3 clusters Score -59355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -59356.832031 Penalty: 631.736267
	Iteration 13Q: 3 clusters Score -59356.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -59358.285156 Penalty: 631.736267
	Iteration 14Q: 3 clusters Score -59358.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -59359.746094 Penalty: 631.736267
	Iteration 15Q: 3 clusters Score -59359.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -59362.250000 Penalty: 631.736267
	Iteration 16Q: 3 clusters Score -59362.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -59364.679688 Penalty: 631.736267
	Iteration 17Q: 3 clusters Score -59364.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -59366.734375 Penalty: 631.736267
	Iteration 18Q: 3 clusters Score -59366.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -59369.867188 Penalty: 631.736267
	Iteration 19Q: 3 clusters Score -59369.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -59372.390625 Penalty: 631.736267
	Iteration 20F: 3 clusters Score -59372.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -59373.277344 Penalty: 631.736267
	Iteration 21Q: 3 clusters Score -59373.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -59373.781250 Penalty: 631.736267
	Iteration 22Q: 3 clusters Score -59373.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -59374.644531 Penalty: 631.736267
	Iteration 23Q: 3 clusters Score -59374.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -59375.148438 Penalty: 631.736267
	Iteration 24Q: 3 clusters Score -59375.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -59375.394531 Penalty: 631.736267
	Iteration 25Q: 3 clusters Score -59375.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -59375.562500 Penalty: 631.736267
	Iteration 26Q: 3 clusters Score -59375.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -59375.703125 Penalty: 631.736267
	Iteration 27Q: 3 clusters Score -59375.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -59376.566406 Penalty: 631.736267
	Iteration 28Q: 3 clusters Score -59376.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -59378.984375 Penalty: 631.736267
	Iteration 29Q: 3 clusters Score -59378.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -59380.527344 Penalty: 631.736267
	Iteration 30Q: 3 clusters Score -59380.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -59382.621094 Penalty: 631.736267
	Iteration 31Q: 3 clusters Score -59382.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -59387.121094 Penalty: 631.736267
	Iteration 32Q: 3 clusters Score -59387.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -59390.386719 Penalty: 631.736267
	Iteration 33Q: 3 clusters Score -59390.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -59392.531250 Penalty: 631.736267
	Iteration 34Q: 3 clusters Score -59392.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -59396.304688 Penalty: 631.736267
	Iteration 35Q: 3 clusters Score -59396.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -59400.101562 Penalty: 631.736267
	Iteration 36Q: 3 clusters Score -59400.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -59402.707031 Penalty: 631.736267
	Iteration 37Q: 3 clusters Score -59402.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -59403.558594 Penalty: 631.736267
	Iteration 38Q: 3 clusters Score -59403.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -59404.429688 Penalty: 631.736267
	Iteration 39Q: 3 clusters Score -59404.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -59405.535156 Penalty: 631.736267
	Iteration 40F: 3 clusters Score -59405.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -59406.570312 Penalty: 631.736267
	Iteration 41Q: 3 clusters Score -59406.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -59406.964844 Penalty: 631.736267
	Iteration 42Q: 3 clusters Score -59406.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -59407.332031 Penalty: 631.736267
	Iteration 43Q: 3 clusters Score -59407.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -59407.332031 Penalty: 631.736267
	Iteration 44F: 3 clusters Score -59407.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -12962.047852 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -12962.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12619.767578 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -12619.77 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12680.064453 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -12680.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12700.297852 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -12700.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12713.575195 Penalty: 508.439636
	Iteration 3Q: 3 clusters Score -12713.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12719.351562 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -12719.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12732.511719 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -12732.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12745.007812 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -12745.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12752.601562 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -12752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12754.912109 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -12754.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12754.912109 Penalty: 508.439636
	Iteration 9F: 3 clusters Score -12754.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -14179.233398 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -14179.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13802.158203 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -13802.16 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13888.456055 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -13888.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13915.110352 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -13915.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13932.312500 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -13932.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13949.569336 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -13949.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13955.538086 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -13955.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13957.050781 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -13957.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13957.050781 Penalty: 522.613281
	Iteration 7F: 3 clusters Score -13957.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8292.327148 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -8292.327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8010.207031 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -8010.207 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8096.905273 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -8096.905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8149.366699 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -8149.367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8176.886719 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -8176.887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8199.776367 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -8199.776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8221.455078 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -8221.455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8233.473633 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -8233.474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8282.386719 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -8282.387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8288.742188 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -8288.742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8293.133789 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -8293.134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8294.594727 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -8294.595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8294.594727 Penalty: 485.277405
	Iteration 11F: 3 clusters Score -8294.595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4632 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 72 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 11685 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 11389 members 
Mstep: Class 16 contains 41581 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 138 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 29784 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 77266 members 
Mstep: Class 29 contains 106 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 10966 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 75 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 93 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 114 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 300573 members 
Mstep: Class 45 contains 133 members 
Entering Unmasked Estep 
Score: -27457814.000000 Penalty: 27006.476562
Splitting cluster 42 changes total score from -27458174.000000 to -27457814.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -17475.082031 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -17475.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17094.792969 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -17094.79 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17238.148438 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -17238.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -17274.796875 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -17274.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -17280.355469 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -17280.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17284.982422 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -17284.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17287.771484 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -17287.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -17288.482422 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -17288.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17288.857422 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -17288.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17290.371094 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -17290.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17291.230469 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -17291.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -17291.628906 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -17291.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -17291.628906 Penalty: 542.919373
	Iteration 11F: 3 clusters Score -17291.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (300573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300573 members 
Entering Unmasked Estep 
Score: -15963636.000000 Penalty: 573.911804
	Iteration 0F: 2 clusters Score -1.596364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150125 members 
Mstep: Class 2 contains 150448 members 
Entering Unmasked Estep 
Score: -15779065.000000 Penalty: 1147.823608
	Iteration 0F: 3 clusters Score -1.577906e+07 nChanged 148102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144865 members 
Mstep: Class 2 contains 155708 members 
Entering Unmasked Estep 
Score: -15870857.000000 Penalty: 1147.823608
	Iteration 1F: 3 clusters Score -1.587086e+07 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143202 members 
Mstep: Class 2 contains 157371 members 
Entering Unmasked Estep 
Score: -15874838.000000 Penalty: 1147.823608
	Iteration 2Q: 3 clusters Score -1.587484e+07 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140779 members 
Mstep: Class 2 contains 159794 members 
Entering Unmasked Estep 
Score: -15881380.000000 Penalty: 1147.823608
	Iteration 3Q: 3 clusters Score -1.588138e+07 nChanged 16912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137491 members 
Mstep: Class 2 contains 163082 members 
Entering Unmasked Estep 
Score: -15892293.000000 Penalty: 1147.823608
	Iteration 4F: 3 clusters Score -1.589229e+07 nChanged 19933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134018 members 
Mstep: Class 2 contains 166555 members 
Entering Unmasked Estep 
Score: -15908112.000000 Penalty: 1147.823608
	Iteration 5F: 3 clusters Score -1.590811e+07 nChanged 20187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131409 members 
Mstep: Class 2 contains 169164 members 
Entering Unmasked Estep 
Score: -15922076.000000 Penalty: 1147.823608
	Iteration 6F: 3 clusters Score -1.592208e+07 nChanged 15119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129700 members 
Mstep: Class 2 contains 170873 members 
Entering Unmasked Estep 
Score: -15927870.000000 Penalty: 1147.823608
	Iteration 7F: 3 clusters Score -1.592787e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128602 members 
Mstep: Class 2 contains 171971 members 
Entering Unmasked Estep 
Score: -15929469.000000 Penalty: 1147.823608
	Iteration 8Q: 3 clusters Score -1.592947e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127708 members 
Mstep: Class 2 contains 172865 members 
Entering Unmasked Estep 
Score: -15929929.000000 Penalty: 1147.823608
	Iteration 9Q: 3 clusters Score -1.592993e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126951 members 
Mstep: Class 2 contains 173622 members 
Entering Unmasked Estep 
Score: -15930145.000000 Penalty: 1147.823608
	Iteration 10Q: 3 clusters Score -1.593014e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126098 members 
Mstep: Class 2 contains 174475 members 
Entering Unmasked Estep 
Score: -15930439.000000 Penalty: 1147.823608
	Iteration 11Q: 3 clusters Score -1.593044e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125183 members 
Mstep: Class 2 contains 175390 members 
Entering Unmasked Estep 
Score: -15930726.000000 Penalty: 1147.823608
	Iteration 12Q: 3 clusters Score -1.593073e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124245 members 
Mstep: Class 2 contains 176328 members 
Entering Unmasked Estep 
Score: -15931077.000000 Penalty: 1147.823608
	Iteration 13Q: 3 clusters Score -1.593108e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123244 members 
Mstep: Class 2 contains 177329 members 
Entering Unmasked Estep 
Score: -15931301.000000 Penalty: 1147.823608
	Iteration 14Q: 3 clusters Score -1.59313e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122175 members 
Mstep: Class 2 contains 178398 members 
Entering Unmasked Estep 
Score: -15931582.000000 Penalty: 1147.823608
	Iteration 15Q: 3 clusters Score -1.593158e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120996 members 
Mstep: Class 2 contains 179577 members 
Entering Unmasked Estep 
Score: -15931779.000000 Penalty: 1147.823608
	Iteration 16Q: 3 clusters Score -1.593178e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119751 members 
Mstep: Class 2 contains 180822 members 
Entering Unmasked Estep 
Score: -15931903.000000 Penalty: 1147.823608
	Iteration 17Q: 3 clusters Score -1.59319e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118347 members 
Mstep: Class 2 contains 182226 members 
Entering Unmasked Estep 
Score: -15932218.000000 Penalty: 1147.823608
	Iteration 18Q: 3 clusters Score -1.593222e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116849 members 
Mstep: Class 2 contains 183724 members 
Entering Unmasked Estep 
Score: -15932474.000000 Penalty: 1147.823608
	Iteration 19Q: 3 clusters Score -1.593247e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115140 members 
Mstep: Class 2 contains 185433 members 
Entering Unmasked Estep 
Score: -15932878.000000 Penalty: 1147.823608
	Iteration 20F: 3 clusters Score -1.593288e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113230 members 
Mstep: Class 2 contains 187343 members 
Entering Unmasked Estep 
Score: -15933419.000000 Penalty: 1147.823608
	Iteration 21Q: 3 clusters Score -1.593342e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111140 members 
Mstep: Class 2 contains 189433 members 
Entering Unmasked Estep 
Score: -15933915.000000 Penalty: 1147.823608
	Iteration 22Q: 3 clusters Score -1.593392e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108820 members 
Mstep: Class 2 contains 191753 members 
Entering Unmasked Estep 
Score: -15934400.000000 Penalty: 1147.823608
	Iteration 23Q: 3 clusters Score -1.59344e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106337 members 
Mstep: Class 2 contains 194236 members 
Entering Unmasked Estep 
Score: -15935052.000000 Penalty: 1147.823608
	Iteration 24Q: 3 clusters Score -1.593505e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103753 members 
Mstep: Class 2 contains 196820 members 
Entering Unmasked Estep 
Score: -15935644.000000 Penalty: 1147.823608
	Iteration 25Q: 3 clusters Score -1.593564e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 199554 members 
Entering Unmasked Estep 
Score: -15936345.000000 Penalty: 1147.823608
	Iteration 26Q: 3 clusters Score -1.593634e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 202463 members 
Entering Unmasked Estep 
Score: -15936989.000000 Penalty: 1147.823608
	Iteration 27Q: 3 clusters Score -1.593699e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95214 members 
Mstep: Class 2 contains 205359 members 
Entering Unmasked Estep 
Score: -15937848.000000 Penalty: 1147.823608
	Iteration 28Q: 3 clusters Score -1.593785e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 208441 members 
Entering Unmasked Estep 
Score: -15938605.000000 Penalty: 1147.823608
	Iteration 29Q: 3 clusters Score -1.59386e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88880 members 
Mstep: Class 2 contains 211693 members 
Entering Unmasked Estep 
Score: -15939414.000000 Penalty: 1147.823608
	Iteration 30Q: 3 clusters Score -1.593941e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85401 members 
Mstep: Class 2 contains 215172 members 
Entering Unmasked Estep 
Score: -15940156.000000 Penalty: 1147.823608
	Iteration 31Q: 3 clusters Score -1.594016e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 218604 members 
Entering Unmasked Estep 
Score: -15941024.000000 Penalty: 1147.823608
	Iteration 32Q: 3 clusters Score -1.594102e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78468 members 
Mstep: Class 2 contains 222105 members 
Entering Unmasked Estep 
Score: -15941920.000000 Penalty: 1147.823608
	Iteration 33Q: 3 clusters Score -1.594192e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74931 members 
Mstep: Class 2 contains 225642 members 
Entering Unmasked Estep 
Score: -15942804.000000 Penalty: 1147.823608
	Iteration 34Q: 3 clusters Score -1.59428e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71306 members 
Mstep: Class 2 contains 229267 members 
Entering Unmasked Estep 
Score: -15943644.000000 Penalty: 1147.823608
	Iteration 35Q: 3 clusters Score -1.594364e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 232977 members 
Entering Unmasked Estep 
Score: -15944719.000000 Penalty: 1147.823608
	Iteration 36Q: 3 clusters Score -1.594472e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 236746 members 
Entering Unmasked Estep 
Score: -15945883.000000 Penalty: 1147.823608
	Iteration 37Q: 3 clusters Score -1.594588e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 240638 members 
Entering Unmasked Estep 
Score: -15946994.000000 Penalty: 1147.823608
	Iteration 38Q: 3 clusters Score -1.594699e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 244581 members 
Entering Unmasked Estep 
Score: -15948446.000000 Penalty: 1147.823608
	Iteration 39Q: 3 clusters Score -1.594845e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 248492 members 
Entering Unmasked Estep 
Score: -15949910.000000 Penalty: 1147.823608
	Iteration 40F: 3 clusters Score -1.594991e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 252597 members 
Entering Unmasked Estep 
Score: -15951387.000000 Penalty: 1147.823608
	Iteration 41Q: 3 clusters Score -1.595139e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 256818 members 
Entering Unmasked Estep 
Score: -15952993.000000 Penalty: 1147.823608
	Iteration 42Q: 3 clusters Score -1.595299e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 260964 members 
Entering Unmasked Estep 
Score: -15954517.000000 Penalty: 1147.823608
	Iteration 43Q: 3 clusters Score -1.595452e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 264968 members 
Entering Unmasked Estep 
Score: -15956153.000000 Penalty: 1147.823608
	Iteration 44Q: 3 clusters Score -1.595615e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 268888 members 
Entering Unmasked Estep 
Score: -15959328.000000 Penalty: 1147.823608
	Iteration 45Q: 3 clusters Score -1.595933e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 273260 members 
Entering Unmasked Estep 
Score: -15962253.000000 Penalty: 1147.823608
	Iteration 46Q: 3 clusters Score -1.596225e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 277953 members 
Entering Unmasked Estep 
Score: -15964308.000000 Penalty: 1147.823608
	Iteration 47Q: 3 clusters Score -1.596431e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 282594 members 
Entering Unmasked Estep 
Score: -15965703.000000 Penalty: 1147.823608
	Iteration 48Q: 3 clusters Score -1.59657e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 287039 members 
Entering Unmasked Estep 
Score: -15966187.000000 Penalty: 1147.823608
	Iteration 49Q: 3 clusters Score -1.596619e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 291018 members 
Entering Unmasked Estep 
Score: -15966213.000000 Penalty: 1147.823608
	Iteration 50Q: 3 clusters Score -1.596621e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 294146 members 
Entering Unmasked Estep 
Score: -15966028.000000 Penalty: 1147.823608
	Iteration 51Q: 3 clusters Score -1.596603e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 296358 members 
Entering Unmasked Estep 
Score: -15965485.000000 Penalty: 1147.823608
	Iteration 52Q: 3 clusters Score -1.596548e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 297769 members 
Entering Unmasked Estep 
Score: -15964934.000000 Penalty: 1147.823608
	Iteration 53Q: 3 clusters Score -1.596493e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 298654 members 
Entering Unmasked Estep 
Score: -15964579.000000 Penalty: 1147.823608
	Iteration 54Q: 3 clusters Score -1.596458e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 299169 members 
Entering Unmasked Estep 
Score: -15964272.000000 Penalty: 1147.823608
	Iteration 55Q: 3 clusters Score -1.596427e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 299493 members 
Entering Unmasked Estep 
Score: -15964074.000000 Penalty: 1147.823608
	Iteration 56Q: 3 clusters Score -1.596407e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 299700 members 
Entering Unmasked Estep 
Score: -15964002.000000 Penalty: 1147.823608
	Iteration 57Q: 3 clusters Score -1.5964e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 299826 members 
Entering Unmasked Estep 
Score: -15963873.000000 Penalty: 1147.823608
	Iteration 58Q: 3 clusters Score -1.596387e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 299908 members 
Entering Unmasked Estep 
Score: -15963800.000000 Penalty: 1147.823608
	Iteration 59Q: 3 clusters Score -1.59638e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 299978 members 
Entering Unmasked Estep 
Score: -15963763.000000 Penalty: 1147.823608
	Iteration 60F: 3 clusters Score -1.596376e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 300025 members 
Entering Unmasked Estep 
Score: -15963718.000000 Penalty: 1147.823608
	Iteration 61Q: 3 clusters Score -1.596372e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 300054 members 
Entering Unmasked Estep 
Score: -15963714.000000 Penalty: 1147.823608
	Iteration 62Q: 3 clusters Score -1.596371e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 300079 members 
Entering Unmasked Estep 
Score: -15963675.000000 Penalty: 1147.823608
	Iteration 63Q: 3 clusters Score -1.596368e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 300102 members 
Entering Unmasked Estep 
Score: -15963648.000000 Penalty: 1147.823608
	Iteration 64Q: 3 clusters Score -1.596365e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 300118 members 
Entering Unmasked Estep 
Score: -15963635.000000 Penalty: 1147.823608
	Iteration 65Q: 3 clusters Score -1.596364e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 300135 members 
Entering Unmasked Estep 
Score: -15963611.000000 Penalty: 1147.823608
	Iteration 66Q: 3 clusters Score -1.596361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 300153 members 
Entering Unmasked Estep 
Score: -15963581.000000 Penalty: 1147.823608
	Iteration 67Q: 3 clusters Score -1.596358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 300165 members 
Entering Unmasked Estep 
Score: -15963575.000000 Penalty: 1147.823608
	Iteration 68Q: 3 clusters Score -1.596358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 300170 members 
Entering Unmasked Estep 
Score: -15963568.000000 Penalty: 1147.823608
	Iteration 69Q: 3 clusters Score -1.596357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 300174 members 
Entering Unmasked Estep 
Score: -15963560.000000 Penalty: 1147.823608
	Iteration 70Q: 3 clusters Score -1.596356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 300177 members 
Entering Unmasked Estep 
Score: -15963559.000000 Penalty: 1147.823608
	Iteration 71Q: 3 clusters Score -1.596356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 300180 members 
Entering Unmasked Estep 
Score: -15963566.000000 Penalty: 1147.823608
	Iteration 72Q: 3 clusters Score -1.596357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 300182 members 
Entering Unmasked Estep 
Score: -15963559.000000 Penalty: 1147.823608
	Iteration 73Q: 3 clusters Score -1.596356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 300183 members 
Entering Unmasked Estep 
Score: -15963559.000000 Penalty: 1147.823608
	Iteration 74Q: 3 clusters Score -1.596356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 300183 members 
Entering Unmasked Estep 
Score: -15963559.000000 Penalty: 1147.823608
	Iteration 75F: 3 clusters Score -1.596356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6371.364258 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6371.364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6130.012207 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -6130.012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6167.964844 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -6167.965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6173.692383 Penalty: 445.021759
	Iteration 2Q: 3 clusters Score -6173.692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6178.471191 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -6178.471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6179.168945 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -6179.169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6179.168945 Penalty: 445.021759
	Iteration 5F: 3 clusters Score -6179.169 nChanged 0
--- Evaluating fit on full set of 1604928 points ---
Entering Unmasked Estep 
Score: -82520048.000000 Penalty: 28605.755859
23->45 Clusters: Score -82520048.000000, best is -82580248.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 534976 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 23095 members 
Mstep: Class 3 contains 23215 members 
Mstep: Class 4 contains 23228 members 
Mstep: Class 5 contains 23170 members 
Mstep: Class 6 contains 23212 members 
Mstep: Class 7 contains 23158 members 
Mstep: Class 8 contains 23074 members 
Mstep: Class 9 contains 23533 members 
Mstep: Class 10 contains 22919 members 
Mstep: Class 11 contains 23226 members 
Mstep: Class 12 contains 23121 members 
Mstep: Class 13 contains 23634 members 
Mstep: Class 14 contains 23470 members 
Mstep: Class 15 contains 23545 members 
Mstep: Class 16 contains 23316 members 
Mstep: Class 17 contains 23347 members 
Mstep: Class 18 contains 23107 members 
Mstep: Class 19 contains 23409 members 
Mstep: Class 20 contains 23138 members 
Mstep: Class 21 contains 22980 members 
Mstep: Class 22 contains 23607 members 
Mstep: Class 23 contains 23027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 0.510061 but Gain 600.143555
Score: -21087332.000000 Penalty: 13203.166992
Iteration 0F: 23 clusters Score -2.108733e+07 nChanged 511830
Entering Unmasked Mstep 
Mstep: Class 0 contains 5536 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 734 members 
Mstep: Class 3 contains 161838 members 
Mstep: Class 4 contains 5327 members 
Mstep: Class 6 contains 59 members 
Mstep: Class 7 contains 1199 members 
Mstep: Class 8 contains 5471 members 
Mstep: Class 9 contains 864 members 
Mstep: Class 10 contains 444 members 
Mstep: Class 11 contains 4193 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 43 members 
Mstep: Class 14 contains 313 members 
Mstep: Class 15 contains 117277 members 
Mstep: Class 16 contains 438 members 
Mstep: Class 17 contains 5355 members 
Mstep: Class 18 contains 3797 members 
Mstep: Class 19 contains 7720 members 
Mstep: Class 20 contains 202 members 
Mstep: Class 21 contains 206572 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 3239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 282.314423 but Gain 600.144531
Score: -26954580.000000 Penalty: 12603.022461
Iteration 1F: 22 clusters Score -2.695458e+07 nChanged 94370
Entering Unmasked Mstep 
Mstep: Class 0 contains 4565 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 175123 members 
Mstep: Class 4 contains 8531 members 
Mstep: Class 6 contains 104 members 
Mstep: Class 8 contains 2886 members 
Mstep: Class 9 contains 2039 members 
Mstep: Class 10 contains 1167 members 
Mstep: Class 11 contains 1943 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 53 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 107755 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 5420 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 20 contains 93 members 
Mstep: Class 21 contains 208440 members 
Mstep: Class 22 contains 1411 members 
Mstep: Class 23 contains 1833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 582.724548 but Gain 600.143555
Score: -27140942.000000 Penalty: 12002.878906
Iteration 2F: 21 clusters Score -2.714094e+07 nChanged 69156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3298 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 189040 members 
Mstep: Class 4 contains 13798 members 
Mstep: Class 6 contains 117 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 1589 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 728 members 
Mstep: Class 13 contains 132 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 15 contains 88896 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 6636 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 5454 members 
Mstep: Class 21 contains 206201 members 
Mstep: Class 22 contains 1746 members 
Mstep: Class 23 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27228962.000000 Penalty: 12002.878906
Iteration 3F: 21 clusters Score -2.722896e+07 nChanged 60807
Entering Unmasked Mstep 
Mstep: Class 0 contains 3019 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 204987 members 
Mstep: Class 4 contains 17552 members 
Mstep: Class 6 contains 136 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 1721 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 71431 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 6478 members 
Mstep: Class 18 contains 8607 members 
Mstep: Class 19 contains 5828 members 
Mstep: Class 21 contains 203282 members 
Mstep: Class 22 contains 1961 members 
Mstep: Class 23 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27282106.000000 Penalty: 12002.878906
Iteration 4F: 21 clusters Score -2.728211e+07 nChanged 53304
Entering Unmasked Mstep 
Mstep: Class 0 contains 2965 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 218554 members 
Mstep: Class 4 contains 19750 members 
Mstep: Class 6 contains 150 members 
Mstep: Class 8 contains 2084 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 1944 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 1837 members 
Mstep: Class 13 contains 521 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 56020 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 6245 members 
Mstep: Class 18 contains 9348 members 
Mstep: Class 19 contains 5600 members 
Mstep: Class 21 contains 202885 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 577.734314 but Gain 600.144531
Score: -27320250.000000 Penalty: 11402.734375
Iteration 5F: 20 clusters Score -2.732025e+07 nChanged 46210
Entering Unmasked Mstep 
Mstep: Class 0 contains 2960 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 225030 members 
Mstep: Class 4 contains 20963 members 
Mstep: Class 6 contains 163 members 
Mstep: Class 8 contains 1920 members 
Mstep: Class 9 contains 1075 members 
Mstep: Class 10 contains 2308 members 
Mstep: Class 11 contains 469 members 
Mstep: Class 12 contains 2304 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 15 contains 42719 members 
Mstep: Class 16 contains 807 members 
Mstep: Class 17 contains 6101 members 
Mstep: Class 18 contains 9517 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 21 contains 209214 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27349710.000000 Penalty: 11402.734375
Iteration 6F: 20 clusters Score -2.734971e+07 nChanged 39302
Entering Unmasked Mstep 
Mstep: Class 0 contains 2960 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 742 members 
Mstep: Class 3 contains 224399 members 
Mstep: Class 4 contains 21146 members 
Mstep: Class 6 contains 171 members 
Mstep: Class 8 contains 1813 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 2498 members 
Mstep: Class 13 contains 664 members 
Mstep: Class 15 contains 30963 members 
Mstep: Class 16 contains 733 members 
Mstep: Class 17 contains 5983 members 
Mstep: Class 18 contains 9480 members 
Mstep: Class 19 contains 4346 members 
Mstep: Class 21 contains 221876 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27373570.000000 Penalty: 11402.734375
Iteration 7F: 20 clusters Score -2.737357e+07 nChanged 32457
Entering Unmasked Mstep 
Mstep: Class 0 contains 2960 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 767 members 
Mstep: Class 3 contains 219184 members 
Mstep: Class 4 contains 21250 members 
Mstep: Class 6 contains 178 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 1221 members 
Mstep: Class 10 contains 2854 members 
Mstep: Class 11 contains 416 members 
Mstep: Class 12 contains 2554 members 
Mstep: Class 13 contains 700 members 
Mstep: Class 15 contains 21653 members 
Mstep: Class 16 contains 695 members 
Mstep: Class 17 contains 5895 members 
Mstep: Class 18 contains 9463 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 21 contains 236659 members 
Mstep: Class 22 contains 1793 members 
Mstep: Class 23 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27393252.000000 Penalty: 11402.734375
Iteration 8F: 20 clusters Score -2.739325e+07 nChanged 25311
Entering Unmasked Mstep 
Mstep: Class 0 contains 2961 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 212144 members 
Mstep: Class 4 contains 21511 members 
Mstep: Class 6 contains 189 members 
Mstep: Class 8 contains 1538 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 3068 members 
Mstep: Class 11 contains 403 members 
Mstep: Class 12 contains 2512 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 15 contains 15493 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 5812 members 
Mstep: Class 18 contains 9538 members 
Mstep: Class 19 contains 3570 members 
Mstep: Class 21 contains 249770 members 
Mstep: Class 22 contains 1719 members 
Mstep: Class 23 contains 923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27406564.000000 Penalty: 11402.734375
Iteration 9Q: 20 clusters Score -2.740656e+07 nChanged 18927
Entering Unmasked Mstep 
Mstep: Class 0 contains 2961 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 787 members 
Mstep: Class 3 contains 205316 members 
Mstep: Class 4 contains 21908 members 
Mstep: Class 6 contains 189 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 9 contains 1399 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 2443 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 691 members 
Mstep: Class 17 contains 5721 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 21 contains 259588 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27414752.000000 Penalty: 11402.734375
Iteration 10Q: 20 clusters Score -2.741475e+07 nChanged 14866
Entering Unmasked Mstep 
Mstep: Class 0 contains 2960 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 199129 members 
Mstep: Class 4 contains 22398 members 
Mstep: Class 6 contains 188 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 3403 members 
Mstep: Class 11 contains 370 members 
Mstep: Class 12 contains 2400 members 
Mstep: Class 13 contains 771 members 
Mstep: Class 15 contains 10187 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 9938 members 
Mstep: Class 19 contains 3300 members 
Mstep: Class 21 contains 266934 members 
Mstep: Class 22 contains 1600 members 
Mstep: Class 23 contains 989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27421228.000000 Penalty: 11402.734375
Iteration 11Q: 20 clusters Score -2.742123e+07 nChanged 12170
Entering Unmasked Mstep 
Mstep: Class 0 contains 2961 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 193686 members 
Mstep: Class 4 contains 22881 members 
Mstep: Class 6 contains 186 members 
Mstep: Class 8 contains 1294 members 
Mstep: Class 9 contains 1504 members 
Mstep: Class 10 contains 3544 members 
Mstep: Class 11 contains 353 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 791 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 751 members 
Mstep: Class 17 contains 5536 members 
Mstep: Class 18 contains 10089 members 
Mstep: Class 19 contains 3254 members 
Mstep: Class 21 contains 272597 members 
Mstep: Class 22 contains 1546 members 
Mstep: Class 23 contains 1019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27426264.000000 Penalty: 11402.734375
Iteration 12Q: 20 clusters Score -2.742626e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 2962 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 189368 members 
Mstep: Class 4 contains 23251 members 
Mstep: Class 6 contains 189 members 
Mstep: Class 8 contains 1256 members 
Mstep: Class 9 contains 1528 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 336 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 802 members 
Mstep: Class 15 contains 8995 members 
Mstep: Class 16 contains 784 members 
Mstep: Class 17 contains 5455 members 
Mstep: Class 18 contains 10113 members 
Mstep: Class 19 contains 3225 members 
Mstep: Class 21 contains 276727 members 
Mstep: Class 22 contains 1483 members 
Mstep: Class 23 contains 1064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27428906.000000 Penalty: 11402.734375
Iteration 13Q: 20 clusters Score -2.742891e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 2962 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 185778 members 
Mstep: Class 4 contains 23471 members 
Mstep: Class 6 contains 191 members 
Mstep: Class 8 contains 1240 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 3785 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 811 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 820 members 
Mstep: Class 17 contains 5381 members 
Mstep: Class 18 contains 10096 members 
Mstep: Class 19 contains 3223 members 
Mstep: Class 21 contains 280035 members 
Mstep: Class 22 contains 1423 members 
Mstep: Class 23 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27430182.000000 Penalty: 11402.734375
Iteration 14Q: 20 clusters Score -2.743018e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 2961 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 182881 members 
Mstep: Class 4 contains 23605 members 
Mstep: Class 6 contains 189 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 1562 members 
Mstep: Class 10 contains 3882 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 819 members 
Mstep: Class 15 contains 9011 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 18 contains 10066 members 
Mstep: Class 19 contains 3224 members 
Mstep: Class 21 contains 282668 members 
Mstep: Class 22 contains 1361 members 
Mstep: Class 23 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27430138.000000 Penalty: 11402.734375
Iteration 15Q: 20 clusters Score -2.743014e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2959 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 180662 members 
Mstep: Class 4 contains 23685 members 
Mstep: Class 6 contains 188 members 
Mstep: Class 8 contains 1211 members 
Mstep: Class 9 contains 1576 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 822 members 
Mstep: Class 15 contains 9104 members 
Mstep: Class 16 contains 921 members 
Mstep: Class 17 contains 5275 members 
Mstep: Class 18 contains 10037 members 
Mstep: Class 19 contains 3236 members 
Mstep: Class 21 contains 284616 members 
Mstep: Class 22 contains 1314 members 
Mstep: Class 23 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27429810.000000 Penalty: 11402.734375
Iteration 16Q: 20 clusters Score -2.742981e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 2958 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 178949 members 
Mstep: Class 4 contains 23747 members 
Mstep: Class 6 contains 188 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 2352 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 992 members 
Mstep: Class 17 contains 5233 members 
Mstep: Class 18 contains 10017 members 
Mstep: Class 19 contains 3244 members 
Mstep: Class 21 contains 286127 members 
Mstep: Class 22 contains 1281 members 
Mstep: Class 23 contains 1208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27429084.000000 Penalty: 11402.734375
Iteration 17Q: 20 clusters Score -2.742908e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 2958 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 177673 members 
Mstep: Class 4 contains 23818 members 
Mstep: Class 6 contains 188 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 1587 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 830 members 
Mstep: Class 15 contains 9170 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 9988 members 
Mstep: Class 19 contains 3274 members 
Mstep: Class 21 contains 287180 members 
Mstep: Class 22 contains 1249 members 
Mstep: Class 23 contains 1230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27428556.000000 Penalty: 11402.734375
Iteration 18Q: 20 clusters Score -2.742856e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 2958 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 176725 members 
Mstep: Class 4 contains 23880 members 
Mstep: Class 6 contains 188 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 1594 members 
Mstep: Class 10 contains 4096 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 15 contains 9176 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 5136 members 
Mstep: Class 18 contains 9988 members 
Mstep: Class 19 contains 3307 members 
Mstep: Class 21 contains 287900 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27428030.000000 Penalty: 11402.734375
Iteration 19Q: 20 clusters Score -2.742803e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 2958 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 175892 members 
Mstep: Class 4 contains 23896 members 
Mstep: Class 6 contains 188 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 1597 members 
Mstep: Class 10 contains 4132 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 833 members 
Mstep: Class 15 contains 9213 members 
Mstep: Class 16 contains 1250 members 
Mstep: Class 17 contains 5095 members 
Mstep: Class 18 contains 10003 members 
Mstep: Class 19 contains 3345 members 
Mstep: Class 21 contains 288500 members 
Mstep: Class 22 contains 1191 members 
Mstep: Class 23 contains 1270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27427468.000000 Penalty: 11402.734375
Iteration 20F: 20 clusters Score -2.742747e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 2958 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 175369 members 
Mstep: Class 4 contains 23942 members 
Mstep: Class 6 contains 188 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 1605 members 
Mstep: Class 10 contains 4166 members 
Mstep: Class 11 contains 342 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 833 members 
Mstep: Class 15 contains 9205 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 5046 members 
Mstep: Class 18 contains 10027 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 21 contains 288802 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 1344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27427220.000000 Penalty: 11402.734375
Iteration 21Q: 20 clusters Score -2.742722e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 2956 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 175024 members 
Mstep: Class 4 contains 23991 members 
Mstep: Class 6 contains 188 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 1607 members 
Mstep: Class 10 contains 4184 members 
Mstep: Class 11 contains 351 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 15 contains 9175 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 4999 members 
Mstep: Class 18 contains 10103 members 
Mstep: Class 19 contains 3396 members 
Mstep: Class 21 contains 288910 members 
Mstep: Class 22 contains 1033 members 
Mstep: Class 23 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27427164.000000 Penalty: 11402.734375
Iteration 22Q: 20 clusters Score -2.742716e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 2955 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 174823 members 
Mstep: Class 4 contains 24071 members 
Mstep: Class 6 contains 189 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 1605 members 
Mstep: Class 10 contains 4203 members 
Mstep: Class 11 contains 363 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 833 members 
Mstep: Class 15 contains 9138 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 4934 members 
Mstep: Class 18 contains 10207 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 21 contains 288846 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 1476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27427220.000000 Penalty: 11402.734375
Iteration 23Q: 20 clusters Score -2.742722e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 2953 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 174652 members 
Mstep: Class 4 contains 24152 members 
Mstep: Class 6 contains 189 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 1599 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 15 contains 9075 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 4842 members 
Mstep: Class 18 contains 10338 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 21 contains 288739 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27427374.000000 Penalty: 11402.734375
Iteration 24Q: 20 clusters Score -2.742737e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 2953 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 174530 members 
Mstep: Class 4 contains 24216 members 
Mstep: Class 6 contains 189 members 
Mstep: Class 8 contains 1197 members 
Mstep: Class 9 contains 1599 members 
Mstep: Class 10 contains 4281 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 15 contains 8996 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 4713 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 21 contains 288597 members 
Mstep: Class 22 contains 829 members 
Mstep: Class 23 contains 1573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27427508.000000 Penalty: 11402.734375
Iteration 25Q: 20 clusters Score -2.742751e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 2954 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 174427 members 
Mstep: Class 4 contains 24283 members 
Mstep: Class 6 contains 189 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 1595 members 
Mstep: Class 10 contains 4302 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 8933 members 
Mstep: Class 16 contains 1603 members 
Mstep: Class 17 contains 4532 members 
Mstep: Class 18 contains 10628 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 21 contains 288428 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27427926.000000 Penalty: 11402.734375
Iteration 26Q: 20 clusters Score -2.742793e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 2954 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 174326 members 
Mstep: Class 4 contains 24333 members 
Mstep: Class 6 contains 189 members 
Mstep: Class 8 contains 1218 members 
Mstep: Class 9 contains 1594 members 
Mstep: Class 10 contains 4340 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 827 members 
Mstep: Class 15 contains 8874 members 
Mstep: Class 16 contains 1633 members 
Mstep: Class 17 contains 4242 members 
Mstep: Class 18 contains 10755 members 
Mstep: Class 19 contains 3682 members 
Mstep: Class 21 contains 288256 members 
Mstep: Class 22 contains 687 members 
Mstep: Class 23 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27428442.000000 Penalty: 11402.734375
Iteration 27Q: 20 clusters Score -2.742844e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 2955 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 174184 members 
Mstep: Class 4 contains 24409 members 
Mstep: Class 6 contains 190 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 1595 members 
Mstep: Class 10 contains 4375 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 15 contains 8823 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 10875 members 
Mstep: Class 19 contains 3781 members 
Mstep: Class 21 contains 288067 members 
Mstep: Class 22 contains 619 members 
Mstep: Class 23 contains 1765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27429260.000000 Penalty: 11402.734375
Iteration 28Q: 20 clusters Score -2.742926e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 2955 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 174055 members 
Mstep: Class 4 contains 24491 members 
Mstep: Class 6 contains 191 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 1597 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 449 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 15 contains 8757 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 3001 members 
Mstep: Class 18 contains 10972 members 
Mstep: Class 19 contains 3902 members 
Mstep: Class 21 contains 287870 members 
Mstep: Class 22 contains 570 members 
Mstep: Class 23 contains 1801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27430916.000000 Penalty: 11402.734375
Iteration 29Q: 20 clusters Score -2.743092e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 2958 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 3 contains 173885 members 
Mstep: Class 4 contains 24593 members 
Mstep: Class 6 contains 194 members 
Mstep: Class 8 contains 1314 members 
Mstep: Class 9 contains 1593 members 
Mstep: Class 10 contains 4407 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 15 contains 8672 members 
Mstep: Class 16 contains 1741 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 18 contains 11058 members 
Mstep: Class 19 contains 4057 members 
Mstep: Class 21 contains 287695 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 1836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27432708.000000 Penalty: 11402.734375
Iteration 30Q: 20 clusters Score -2.743271e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 2958 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 173753 members 
Mstep: Class 4 contains 24706 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 8 contains 1327 members 
Mstep: Class 9 contains 1593 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 469 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 15 contains 8591 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 11126 members 
Mstep: Class 19 contains 4199 members 
Mstep: Class 21 contains 287511 members 
Mstep: Class 22 contains 516 members 
Mstep: Class 23 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27434246.000000 Penalty: 11402.734375
Iteration 31Q: 20 clusters Score -2.743425e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 2959 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 173573 members 
Mstep: Class 4 contains 24817 members 
Mstep: Class 6 contains 214 members 
Mstep: Class 8 contains 1338 members 
Mstep: Class 9 contains 1597 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2340 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 15 contains 8524 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 1652 members 
Mstep: Class 18 contains 11173 members 
Mstep: Class 19 contains 4324 members 
Mstep: Class 21 contains 287359 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 1855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27435060.000000 Penalty: 11402.734375
Iteration 32Q: 20 clusters Score -2.743506e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 2961 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 173388 members 
Mstep: Class 4 contains 24925 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 1608 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 478 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 15 contains 8431 members 
Mstep: Class 16 contains 1855 members 
Mstep: Class 17 contains 1699 members 
Mstep: Class 18 contains 11205 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 21 contains 287249 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 1855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27435256.000000 Penalty: 11402.734375
Iteration 33Q: 20 clusters Score -2.743526e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2961 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 173199 members 
Mstep: Class 4 contains 25032 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 1631 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 481 members 
Mstep: Class 12 contains 2332 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 15 contains 8341 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 19 contains 4561 members 
Mstep: Class 21 contains 287201 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 1854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27435470.000000 Penalty: 11402.734375
Iteration 34Q: 20 clusters Score -2.743547e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 2963 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 173038 members 
Mstep: Class 4 contains 25137 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 8 contains 1326 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 4499 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 15 contains 8278 members 
Mstep: Class 16 contains 1931 members 
Mstep: Class 17 contains 1727 members 
Mstep: Class 18 contains 11229 members 
Mstep: Class 19 contains 4671 members 
Mstep: Class 21 contains 287137 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 1854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27435578.000000 Penalty: 11402.734375
Iteration 35Q: 20 clusters Score -2.743558e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 2963 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 172903 members 
Mstep: Class 4 contains 25261 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 4512 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 15 contains 8199 members 
Mstep: Class 16 contains 1976 members 
Mstep: Class 17 contains 1733 members 
Mstep: Class 18 contains 11229 members 
Mstep: Class 19 contains 4760 members 
Mstep: Class 21 contains 287096 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 1854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27435672.000000 Penalty: 11402.734375
Iteration 36Q: 20 clusters Score -2.743567e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 2963 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 172795 members 
Mstep: Class 4 contains 25364 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 4526 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 15 contains 8123 members 
Mstep: Class 16 contains 2020 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 21 contains 287050 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 1854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27435736.000000 Penalty: 11402.734375
Iteration 37Q: 20 clusters Score -2.743574e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 2962 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 172694 members 
Mstep: Class 4 contains 25480 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 8 contains 1279 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 15 contains 8028 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 1736 members 
Mstep: Class 18 contains 11209 members 
Mstep: Class 19 contains 4922 members 
Mstep: Class 21 contains 287023 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 1854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27435788.000000 Penalty: 11402.734375
Iteration 38Q: 20 clusters Score -2.743579e+07 nChanged 660
Entering ConstructFrom: 
Score: -27435788.000000 Penalty: 11402.734375
Entering ConstructFrom: 
Trying to split cluster 1 (4325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Entering Unmasked Estep 
Score: -213986.812500 Penalty: 380.933624
	Iteration 0F: 2 clusters Score -213986.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -211101.546875 Penalty: 761.867249
	Iteration 0F: 3 clusters Score -211101.5 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -212338.375000 Penalty: 761.867249
	Iteration 1F: 3 clusters Score -212338.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -212886.703125 Penalty: 761.867249
	Iteration 2F: 3 clusters Score -212886.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -213778.046875 Penalty: 761.867249
	Iteration 3F: 3 clusters Score -213778 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -214719.093750 Penalty: 761.867249
	Iteration 4F: 3 clusters Score -214719.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -215108.781250 Penalty: 761.867249
	Iteration 5F: 3 clusters Score -215108.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -215197.734375 Penalty: 761.867249
	Iteration 6Q: 3 clusters Score -215197.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -215220.125000 Penalty: 761.867249
	Iteration 7Q: 3 clusters Score -215220.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -215228.203125 Penalty: 761.867249
	Iteration 8Q: 3 clusters Score -215228.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -215232.390625 Penalty: 761.867249
	Iteration 9Q: 3 clusters Score -215232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -215234.109375 Penalty: 761.867249
	Iteration 10Q: 3 clusters Score -215234.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -215235.250000 Penalty: 761.867249
	Iteration 11Q: 3 clusters Score -215235.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -215237.781250 Penalty: 761.867249
	Iteration 12Q: 3 clusters Score -215237.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -215240.156250 Penalty: 761.867249
	Iteration 13Q: 3 clusters Score -215240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -215241.515625 Penalty: 761.867249
	Iteration 14Q: 3 clusters Score -215241.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -215242.890625 Penalty: 761.867249
	Iteration 15Q: 3 clusters Score -215242.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -215244.296875 Penalty: 761.867249
	Iteration 16Q: 3 clusters Score -215244.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -215245.718750 Penalty: 761.867249
	Iteration 17Q: 3 clusters Score -215245.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -215247.156250 Penalty: 761.867249
	Iteration 18Q: 3 clusters Score -215247.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -215248.203125 Penalty: 761.867249
	Iteration 19Q: 3 clusters Score -215248.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -215248.531250 Penalty: 761.867249
	Iteration 20F: 3 clusters Score -215248.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -215248.765625 Penalty: 761.867249
	Iteration 21Q: 3 clusters Score -215248.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -215248.765625 Penalty: 761.867249
	Iteration 22F: 3 clusters Score -215248.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2962 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 172612 members 
Mstep: Class 4 contains 25595 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 21 contains 286976 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 1854 members 
Entering Unmasked Estep 
Score: -27436924.000000 Penalty: 12002.878906
Splitting cluster 1 changes total score from -27435788.000000 to -27436924.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -34724.894531 Penalty: 304.035919
	Iteration 0F: 2 clusters Score -34724.89 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 403 members 
Entering Unmasked Estep 
Score: -34104.687500 Penalty: 608.071838
	Iteration 0F: 3 clusters Score -34104.69 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -34561.953125 Penalty: 608.071838
	Iteration 1F: 3 clusters Score -34561.95 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -34860.167969 Penalty: 608.071838
	Iteration 2F: 3 clusters Score -34860.17 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34983.230469 Penalty: 608.071838
	Iteration 3F: 3 clusters Score -34983.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35087.078125 Penalty: 608.071838
	Iteration 4Q: 3 clusters Score -35087.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35158.250000 Penalty: 608.071838
	Iteration 5Q: 3 clusters Score -35158.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35179.433594 Penalty: 608.071838
	Iteration 6Q: 3 clusters Score -35179.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35201.730469 Penalty: 608.071838
	Iteration 7Q: 3 clusters Score -35201.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35217.402344 Penalty: 608.071838
	Iteration 8Q: 3 clusters Score -35217.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35239.582031 Penalty: 608.071838
	Iteration 9Q: 3 clusters Score -35239.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35343.808594 Penalty: 608.071838
	Iteration 10Q: 3 clusters Score -35343.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35444.878906 Penalty: 608.071838
	Iteration 11Q: 3 clusters Score -35444.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -35539.609375 Penalty: 608.071838
	Iteration 12F: 3 clusters Score -35539.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -35708.078125 Penalty: 608.071838
	Iteration 13F: 3 clusters Score -35708.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -35804.902344 Penalty: 608.071838
	Iteration 14Q: 3 clusters Score -35804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -35805.648438 Penalty: 608.071838
	Iteration 15Q: 3 clusters Score -35805.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -35805.648438 Penalty: 608.071838
	Iteration 16F: 3 clusters Score -35805.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2962 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 172612 members 
Mstep: Class 4 contains 25595 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 21 contains 286976 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 1854 members 
Entering Unmasked Estep 
Score: -27437692.000000 Penalty: 12603.022461
Splitting cluster 2 changes total score from -27435788.000000 to -27437692.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (172612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172612 members 
Entering Unmasked Estep 
Score: -9271573.000000 Penalty: 548.675476
	Iteration 0F: 2 clusters Score -9271573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Mstep: Class 2 contains 86641 members 
Entering Unmasked Estep 
Score: -9155704.000000 Penalty: 1097.350952
	Iteration 0F: 3 clusters Score -9155704 nChanged 84951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 104336 members 
Entering Unmasked Estep 
Score: -9213428.000000 Penalty: 1097.350952
	Iteration 1F: 3 clusters Score -9213428 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 114568 members 
Entering Unmasked Estep 
Score: -9222823.000000 Penalty: 1097.350952
	Iteration 2F: 3 clusters Score -9222823 nChanged 14834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 126818 members 
Entering Unmasked Estep 
Score: -9235710.000000 Penalty: 1097.350952
	Iteration 3F: 3 clusters Score -9235710 nChanged 13815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 138409 members 
Entering Unmasked Estep 
Score: -9248948.000000 Penalty: 1097.350952
	Iteration 4F: 3 clusters Score -9248948 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 147449 members 
Entering Unmasked Estep 
Score: -9258111.000000 Penalty: 1097.350952
	Iteration 5F: 3 clusters Score -9258111 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 153830 members 
Entering Unmasked Estep 
Score: -9263548.000000 Penalty: 1097.350952
	Iteration 6Q: 3 clusters Score -9263548 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 158234 members 
Entering Unmasked Estep 
Score: -9266602.000000 Penalty: 1097.350952
	Iteration 7Q: 3 clusters Score -9266602 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 161431 members 
Entering Unmasked Estep 
Score: -9268302.000000 Penalty: 1097.350952
	Iteration 8Q: 3 clusters Score -9268302 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 163909 members 
Entering Unmasked Estep 
Score: -9269507.000000 Penalty: 1097.350952
	Iteration 9Q: 3 clusters Score -9269507 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 165804 members 
Entering Unmasked Estep 
Score: -9270322.000000 Penalty: 1097.350952
	Iteration 10Q: 3 clusters Score -9270322 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 167243 members 
Entering Unmasked Estep 
Score: -9270908.000000 Penalty: 1097.350952
	Iteration 11Q: 3 clusters Score -9270908 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 168318 members 
Entering Unmasked Estep 
Score: -9271313.000000 Penalty: 1097.350952
	Iteration 12Q: 3 clusters Score -9271313 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 169130 members 
Entering Unmasked Estep 
Score: -9271536.000000 Penalty: 1097.350952
	Iteration 13Q: 3 clusters Score -9271536 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 169729 members 
Entering Unmasked Estep 
Score: -9271714.000000 Penalty: 1097.350952
	Iteration 14Q: 3 clusters Score -9271714 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 170139 members 
Entering Unmasked Estep 
Score: -9271846.000000 Penalty: 1097.350952
	Iteration 15Q: 3 clusters Score -9271846 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 170423 members 
Entering Unmasked Estep 
Score: -9271914.000000 Penalty: 1097.350952
	Iteration 16Q: 3 clusters Score -9271914 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 170613 members 
Entering Unmasked Estep 
Score: -9271958.000000 Penalty: 1097.350952
	Iteration 17Q: 3 clusters Score -9271958 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 170766 members 
Entering Unmasked Estep 
Score: -9271988.000000 Penalty: 1097.350952
	Iteration 18Q: 3 clusters Score -9271988 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 170870 members 
Entering Unmasked Estep 
Score: -9272011.000000 Penalty: 1097.350952
	Iteration 19Q: 3 clusters Score -9272011 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 170947 members 
Entering Unmasked Estep 
Score: -9272027.000000 Penalty: 1097.350952
	Iteration 20F: 3 clusters Score -9272027 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 171005 members 
Entering Unmasked Estep 
Score: -9272027.000000 Penalty: 1097.350952
	Iteration 21Q: 3 clusters Score -9272027 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 171045 members 
Entering Unmasked Estep 
Score: -9272034.000000 Penalty: 1097.350952
	Iteration 22Q: 3 clusters Score -9272034 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 171078 members 
Entering Unmasked Estep 
Score: -9272034.000000 Penalty: 1097.350952
	Iteration 23Q: 3 clusters Score -9272034 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 171098 members 
Entering Unmasked Estep 
Score: -9272047.000000 Penalty: 1097.350952
	Iteration 24Q: 3 clusters Score -9272047 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 171111 members 
Entering Unmasked Estep 
Score: -9272043.000000 Penalty: 1097.350952
	Iteration 25Q: 3 clusters Score -9272043 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 171115 members 
Entering Unmasked Estep 
Score: -9272051.000000 Penalty: 1097.350952
	Iteration 26Q: 3 clusters Score -9272051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 171121 members 
Entering Unmasked Estep 
Score: -9272068.000000 Penalty: 1097.350952
	Iteration 27Q: 3 clusters Score -9272068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 171134 members 
Entering Unmasked Estep 
Score: -9272066.000000 Penalty: 1097.350952
	Iteration 28Q: 3 clusters Score -9272066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 171147 members 
Entering Unmasked Estep 
Score: -9272072.000000 Penalty: 1097.350952
	Iteration 29Q: 3 clusters Score -9272072 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 171163 members 
Entering Unmasked Estep 
Score: -9272070.000000 Penalty: 1097.350952
	Iteration 30Q: 3 clusters Score -9272070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 171165 members 
Entering Unmasked Estep 
Score: -9272063.000000 Penalty: 1097.350952
	Iteration 31Q: 3 clusters Score -9272063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 171178 members 
Entering Unmasked Estep 
Score: -9272055.000000 Penalty: 1097.350952
	Iteration 32Q: 3 clusters Score -9272055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 171181 members 
Entering Unmasked Estep 
Score: -9272056.000000 Penalty: 1097.350952
	Iteration 33Q: 3 clusters Score -9272056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 171175 members 
Entering Unmasked Estep 
Score: -9272074.000000 Penalty: 1097.350952
	Iteration 34Q: 3 clusters Score -9272074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 171173 members 
Entering Unmasked Estep 
Score: -9272075.000000 Penalty: 1097.350952
	Iteration 35Q: 3 clusters Score -9272075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 171177 members 
Entering Unmasked Estep 
Score: -9272078.000000 Penalty: 1097.350952
	Iteration 36Q: 3 clusters Score -9272078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 171176 members 
Entering Unmasked Estep 
Score: -9272076.000000 Penalty: 1097.350952
	Iteration 37Q: 3 clusters Score -9272076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 171169 members 
Entering Unmasked Estep 
Score: -9272086.000000 Penalty: 1097.350952
	Iteration 38Q: 3 clusters Score -9272086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 171166 members 
Entering Unmasked Estep 
Score: -9272094.000000 Penalty: 1097.350952
	Iteration 39Q: 3 clusters Score -9272094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 171170 members 
Entering Unmasked Estep 
Score: -9272091.000000 Penalty: 1097.350952
	Iteration 40F: 3 clusters Score -9272091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 171175 members 
Entering Unmasked Estep 
Score: -9272086.000000 Penalty: 1097.350952
	Iteration 41Q: 3 clusters Score -9272086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 171186 members 
Entering Unmasked Estep 
Score: -9272092.000000 Penalty: 1097.350952
	Iteration 42Q: 3 clusters Score -9272092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 171195 members 
Entering Unmasked Estep 
Score: -9272090.000000 Penalty: 1097.350952
	Iteration 43Q: 3 clusters Score -9272090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 171196 members 
Entering Unmasked Estep 
Score: -9272094.000000 Penalty: 1097.350952
	Iteration 44Q: 3 clusters Score -9272094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 171200 members 
Entering Unmasked Estep 
Score: -9272093.000000 Penalty: 1097.350952
	Iteration 45Q: 3 clusters Score -9272093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 171206 members 
Entering Unmasked Estep 
Score: -9272083.000000 Penalty: 1097.350952
	Iteration 46Q: 3 clusters Score -9272083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 171216 members 
Entering Unmasked Estep 
Score: -9272079.000000 Penalty: 1097.350952
	Iteration 47Q: 3 clusters Score -9272079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 171223 members 
Entering Unmasked Estep 
Score: -9272071.000000 Penalty: 1097.350952
	Iteration 48Q: 3 clusters Score -9272071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 171227 members 
Entering Unmasked Estep 
Score: -9272071.000000 Penalty: 1097.350952
	Iteration 49Q: 3 clusters Score -9272071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 171227 members 
Entering Unmasked Estep 
Score: -9272071.000000 Penalty: 1097.350952
	Iteration 50Q: 3 clusters Score -9272071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 171229 members 
Entering Unmasked Estep 
Score: -9272071.000000 Penalty: 1097.350952
	Iteration 51Q: 3 clusters Score -9272071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 171231 members 
Entering Unmasked Estep 
Score: -9272068.000000 Penalty: 1097.350952
	Iteration 52Q: 3 clusters Score -9272068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 171232 members 
Entering Unmasked Estep 
Score: -9272072.000000 Penalty: 1097.350952
	Iteration 53Q: 3 clusters Score -9272072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 171233 members 
Entering Unmasked Estep 
Score: -9272072.000000 Penalty: 1097.350952
	Iteration 54Q: 3 clusters Score -9272072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 171234 members 
Entering Unmasked Estep 
Score: -9272073.000000 Penalty: 1097.350952
	Iteration 55Q: 3 clusters Score -9272073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 171234 members 
Entering Unmasked Estep 
Score: -9272073.000000 Penalty: 1097.350952
	Iteration 56F: 3 clusters Score -9272073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2962 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 25595 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 14 contains 171234 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 21 contains 286976 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 1854 members 
Entering Unmasked Estep 
Score: -27438242.000000 Penalty: 13203.166992
Splitting cluster 3 changes total score from -27435788.000000 to -27438242.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 4 (25595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Entering Unmasked Estep 
Score: -1304847.375000 Penalty: 461.831940
	Iteration 0F: 2 clusters Score -1304847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1287848.750000 Penalty: 923.663879
	Iteration 0F: 3 clusters Score -1287849 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1295725.125000 Penalty: 923.663879
	Iteration 1F: 3 clusters Score -1295725 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1296770.875000 Penalty: 923.663879
	Iteration 2F: 3 clusters Score -1296771 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1298118.000000 Penalty: 923.663879
	Iteration 3F: 3 clusters Score -1298118 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1299633.750000 Penalty: 923.663879
	Iteration 4F: 3 clusters Score -1299634 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1300816.125000 Penalty: 923.663879
	Iteration 5F: 3 clusters Score -1300816 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1301555.875000 Penalty: 923.663879
	Iteration 6Q: 3 clusters Score -1301556 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1301998.625000 Penalty: 923.663879
	Iteration 7Q: 3 clusters Score -1301999 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1302420.375000 Penalty: 923.663879
	Iteration 8Q: 3 clusters Score -1302420 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1302855.250000 Penalty: 923.663879
	Iteration 9Q: 3 clusters Score -1302855 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1303275.375000 Penalty: 923.663879
	Iteration 10Q: 3 clusters Score -1303275 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -1303614.125000 Penalty: 923.663879
	Iteration 11Q: 3 clusters Score -1303614 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1303863.500000 Penalty: 923.663879
	Iteration 12Q: 3 clusters Score -1303864 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -1304020.750000 Penalty: 923.663879
	Iteration 13Q: 3 clusters Score -1304021 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -1304132.500000 Penalty: 923.663879
	Iteration 14Q: 3 clusters Score -1304132 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -1304225.250000 Penalty: 923.663879
	Iteration 15Q: 3 clusters Score -1304225 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -1304285.375000 Penalty: 923.663879
	Iteration 16Q: 3 clusters Score -1304285 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -1304340.375000 Penalty: 923.663879
	Iteration 17Q: 3 clusters Score -1304340 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -1304397.125000 Penalty: 923.663879
	Iteration 18Q: 3 clusters Score -1304397 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -1304432.500000 Penalty: 923.663879
	Iteration 19Q: 3 clusters Score -1304432 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -1304455.750000 Penalty: 923.663879
	Iteration 20F: 3 clusters Score -1304456 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -1304479.250000 Penalty: 923.663879
	Iteration 21Q: 3 clusters Score -1304479 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -1304495.500000 Penalty: 923.663879
	Iteration 22Q: 3 clusters Score -1304496 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -1304514.750000 Penalty: 923.663879
	Iteration 23Q: 3 clusters Score -1304515 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -1304531.375000 Penalty: 923.663879
	Iteration 24Q: 3 clusters Score -1304531 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -1304550.750000 Penalty: 923.663879
	Iteration 25Q: 3 clusters Score -1304551 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -1304569.000000 Penalty: 923.663879
	Iteration 26Q: 3 clusters Score -1304569 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -1304579.625000 Penalty: 923.663879
	Iteration 27Q: 3 clusters Score -1304580 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -1304589.875000 Penalty: 923.663879
	Iteration 28Q: 3 clusters Score -1304590 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -1304607.500000 Penalty: 923.663879
	Iteration 29Q: 3 clusters Score -1304608 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -1304620.750000 Penalty: 923.663879
	Iteration 30Q: 3 clusters Score -1304621 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -1304626.875000 Penalty: 923.663879
	Iteration 31Q: 3 clusters Score -1304627 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -1304632.750000 Penalty: 923.663879
	Iteration 32Q: 3 clusters Score -1304633 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -1304640.875000 Penalty: 923.663879
	Iteration 33Q: 3 clusters Score -1304641 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -1304647.875000 Penalty: 923.663879
	Iteration 34Q: 3 clusters Score -1304648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -1304654.375000 Penalty: 923.663879
	Iteration 35Q: 3 clusters Score -1304654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -1304660.875000 Penalty: 923.663879
	Iteration 36Q: 3 clusters Score -1304661 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -1304664.750000 Penalty: 923.663879
	Iteration 37Q: 3 clusters Score -1304665 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -1304671.875000 Penalty: 923.663879
	Iteration 38Q: 3 clusters Score -1304672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -1304675.375000 Penalty: 923.663879
	Iteration 39Q: 3 clusters Score -1304675 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -1304677.000000 Penalty: 923.663879
	Iteration 40F: 3 clusters Score -1304677 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -1304686.625000 Penalty: 923.663879
	Iteration 41Q: 3 clusters Score -1304687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -1304687.000000 Penalty: 923.663879
	Iteration 42Q: 3 clusters Score -1304687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -1304686.875000 Penalty: 923.663879
	Iteration 43Q: 3 clusters Score -1304687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -1304687.375000 Penalty: 923.663879
	Iteration 44Q: 3 clusters Score -1304687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -1304688.875000 Penalty: 923.663879
	Iteration 45Q: 3 clusters Score -1304689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -1304691.125000 Penalty: 923.663879
	Iteration 46Q: 3 clusters Score -1304691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -1304695.000000 Penalty: 923.663879
	Iteration 47Q: 3 clusters Score -1304695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -1304696.750000 Penalty: 923.663879
	Iteration 48Q: 3 clusters Score -1304697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -1304693.000000 Penalty: 923.663879
	Iteration 49Q: 3 clusters Score -1304693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -1304690.375000 Penalty: 923.663879
	Iteration 50Q: 3 clusters Score -1304690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -1304690.125000 Penalty: 923.663879
	Iteration 51Q: 3 clusters Score -1304690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -1304693.500000 Penalty: 923.663879
	Iteration 52Q: 3 clusters Score -1304694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -1304696.250000 Penalty: 923.663879
	Iteration 53Q: 3 clusters Score -1304696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -1304694.000000 Penalty: 923.663879
	Iteration 54Q: 3 clusters Score -1304694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -1304692.625000 Penalty: 923.663879
	Iteration 55Q: 3 clusters Score -1304693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -1304694.125000 Penalty: 923.663879
	Iteration 56Q: 3 clusters Score -1304694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -1304690.625000 Penalty: 923.663879
	Iteration 57Q: 3 clusters Score -1304691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -1304695.500000 Penalty: 923.663879
	Iteration 58Q: 3 clusters Score -1304696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -1304694.125000 Penalty: 923.663879
	Iteration 59Q: 3 clusters Score -1304694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -1304695.125000 Penalty: 923.663879
	Iteration 60F: 3 clusters Score -1304695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -1304694.375000 Penalty: 923.663879
	Iteration 61Q: 3 clusters Score -1304694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -1304700.000000 Penalty: 923.663879
	Iteration 62Q: 3 clusters Score -1304700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -1304699.625000 Penalty: 923.663879
	Iteration 63Q: 3 clusters Score -1304700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -1304705.500000 Penalty: 923.663879
	Iteration 64Q: 3 clusters Score -1304706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -1304702.875000 Penalty: 923.663879
	Iteration 65Q: 3 clusters Score -1304703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -1304707.250000 Penalty: 923.663879
	Iteration 66Q: 3 clusters Score -1304707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -1304710.500000 Penalty: 923.663879
	Iteration 67Q: 3 clusters Score -1304710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -1304714.625000 Penalty: 923.663879
	Iteration 68Q: 3 clusters Score -1304715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -1304717.625000 Penalty: 923.663879
	Iteration 69Q: 3 clusters Score -1304718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -1304721.750000 Penalty: 923.663879
	Iteration 70Q: 3 clusters Score -1304722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -1304725.750000 Penalty: 923.663879
	Iteration 71Q: 3 clusters Score -1304726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -1304745.000000 Penalty: 923.663879
	Iteration 72Q: 3 clusters Score -1304745 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -1304746.000000 Penalty: 923.663879
	Iteration 73Q: 3 clusters Score -1304746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -1304750.750000 Penalty: 923.663879
	Iteration 74Q: 3 clusters Score -1304751 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -1304753.875000 Penalty: 923.663879
	Iteration 75Q: 3 clusters Score -1304754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -1304756.375000 Penalty: 923.663879
	Iteration 76Q: 3 clusters Score -1304756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -1304758.000000 Penalty: 923.663879
	Iteration 77Q: 3 clusters Score -1304758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -1304761.000000 Penalty: 923.663879
	Iteration 78Q: 3 clusters Score -1304761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -1304766.625000 Penalty: 923.663879
	Iteration 79Q: 3 clusters Score -1304767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -1304766.750000 Penalty: 923.663879
	Iteration 80F: 3 clusters Score -1304767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -1304767.375000 Penalty: 923.663879
	Iteration 81Q: 3 clusters Score -1304767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -1304768.250000 Penalty: 923.663879
	Iteration 82Q: 3 clusters Score -1304768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -1304767.375000 Penalty: 923.663879
	Iteration 83Q: 3 clusters Score -1304767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -1304768.625000 Penalty: 923.663879
	Iteration 84Q: 3 clusters Score -1304769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -1304770.125000 Penalty: 923.663879
	Iteration 85Q: 3 clusters Score -1304770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -1304771.875000 Penalty: 923.663879
	Iteration 86Q: 3 clusters Score -1304772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -1304772.500000 Penalty: 923.663879
	Iteration 87Q: 3 clusters Score -1304772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -1304769.750000 Penalty: 923.663879
	Iteration 88Q: 3 clusters Score -1304770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -1304774.500000 Penalty: 923.663879
	Iteration 89Q: 3 clusters Score -1304774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -1304775.125000 Penalty: 923.663879
	Iteration 90Q: 3 clusters Score -1304775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -1304774.000000 Penalty: 923.663879
	Iteration 91Q: 3 clusters Score -1304774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -1304776.250000 Penalty: 923.663879
	Iteration 92Q: 3 clusters Score -1304776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -1304777.000000 Penalty: 923.663879
	Iteration 93Q: 3 clusters Score -1304777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -1304780.250000 Penalty: 923.663879
	Iteration 94Q: 3 clusters Score -1304780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -1304784.500000 Penalty: 923.663879
	Iteration 95Q: 3 clusters Score -1304784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -1304788.375000 Penalty: 923.663879
	Iteration 96Q: 3 clusters Score -1304788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -1304788.750000 Penalty: 923.663879
	Iteration 97Q: 3 clusters Score -1304789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -1304791.375000 Penalty: 923.663879
	Iteration 98Q: 3 clusters Score -1304791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -1304791.625000 Penalty: 923.663879
	Iteration 99Q: 3 clusters Score -1304792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -1304796.875000 Penalty: 923.663879
	Iteration 100F: 3 clusters Score -1304797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -1304795.250000 Penalty: 923.663879
	Iteration 101Q: 3 clusters Score -1304795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -1304797.750000 Penalty: 923.663879
	Iteration 102Q: 3 clusters Score -1304798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -1304799.250000 Penalty: 923.663879
	Iteration 103Q: 3 clusters Score -1304799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -1304799.000000 Penalty: 923.663879
	Iteration 104Q: 3 clusters Score -1304799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -1304800.250000 Penalty: 923.663879
	Iteration 105Q: 3 clusters Score -1304800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -1304797.500000 Penalty: 923.663879
	Iteration 106Q: 3 clusters Score -1304798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -1304799.125000 Penalty: 923.663879
	Iteration 107Q: 3 clusters Score -1304799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -1304803.375000 Penalty: 923.663879
	Iteration 108Q: 3 clusters Score -1304803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -1304802.250000 Penalty: 923.663879
	Iteration 109Q: 3 clusters Score -1304802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -1304801.000000 Penalty: 923.663879
	Iteration 110Q: 3 clusters Score -1304801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -1304806.250000 Penalty: 923.663879
	Iteration 111Q: 3 clusters Score -1304806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -1304807.875000 Penalty: 923.663879
	Iteration 112Q: 3 clusters Score -1304808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -1304811.000000 Penalty: 923.663879
	Iteration 113Q: 3 clusters Score -1304811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -1304816.000000 Penalty: 923.663879
	Iteration 114Q: 3 clusters Score -1304816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -1304819.125000 Penalty: 923.663879
	Iteration 115Q: 3 clusters Score -1304819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -1304820.500000 Penalty: 923.663879
	Iteration 116Q: 3 clusters Score -1304820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -1304820.875000 Penalty: 923.663879
	Iteration 117Q: 3 clusters Score -1304821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -1304823.625000 Penalty: 923.663879
	Iteration 118Q: 3 clusters Score -1304824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -1304825.625000 Penalty: 923.663879
	Iteration 119Q: 3 clusters Score -1304826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -1304826.000000 Penalty: 923.663879
	Iteration 120F: 3 clusters Score -1304826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -1304825.500000 Penalty: 923.663879
	Iteration 121Q: 3 clusters Score -1304826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -1304824.625000 Penalty: 923.663879
	Iteration 122Q: 3 clusters Score -1304825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -1304824.625000 Penalty: 923.663879
	Iteration 123Q: 3 clusters Score -1304825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -1304824.375000 Penalty: 923.663879
	Iteration 124Q: 3 clusters Score -1304824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -1304824.125000 Penalty: 923.663879
	Iteration 125Q: 3 clusters Score -1304824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -1304824.000000 Penalty: 923.663879
	Iteration 126Q: 3 clusters Score -1304824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -1304825.750000 Penalty: 923.663879
	Iteration 127Q: 3 clusters Score -1304826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -1304826.000000 Penalty: 923.663879
	Iteration 128Q: 3 clusters Score -1304826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -1304828.750000 Penalty: 923.663879
	Iteration 129Q: 3 clusters Score -1304829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -1304831.625000 Penalty: 923.663879
	Iteration 130Q: 3 clusters Score -1304832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -1304832.250000 Penalty: 923.663879
	Iteration 131Q: 3 clusters Score -1304832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -1304828.750000 Penalty: 923.663879
	Iteration 132Q: 3 clusters Score -1304829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -1304831.000000 Penalty: 923.663879
	Iteration 133Q: 3 clusters Score -1304831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -1304830.375000 Penalty: 923.663879
	Iteration 134Q: 3 clusters Score -1304830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -1304828.750000 Penalty: 923.663879
	Iteration 135Q: 3 clusters Score -1304829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -1304828.750000 Penalty: 923.663879
	Iteration 136F: 3 clusters Score -1304829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -12454.632812 Penalty: 256.056763
	Iteration 0F: 2 clusters Score -12454.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12127.845703 Penalty: 512.113525
	Iteration 0F: 3 clusters Score -12127.85 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12203.687500 Penalty: 512.113525
	Iteration 1F: 3 clusters Score -12203.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12237.568359 Penalty: 512.113525
	Iteration 2F: 3 clusters Score -12237.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12275.428711 Penalty: 512.113525
	Iteration 3F: 3 clusters Score -12275.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12302.712891 Penalty: 512.113525
	Iteration 4F: 3 clusters Score -12302.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12330.286133 Penalty: 512.113525
	Iteration 5F: 3 clusters Score -12330.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12351.795898 Penalty: 512.113525
	Iteration 6F: 3 clusters Score -12351.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12363.938477 Penalty: 512.113525
	Iteration 7Q: 3 clusters Score -12363.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12379.843750 Penalty: 512.113525
	Iteration 8Q: 3 clusters Score -12379.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12393.576172 Penalty: 512.113525
	Iteration 9Q: 3 clusters Score -12393.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12399.404297 Penalty: 512.113525
	Iteration 10Q: 3 clusters Score -12399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12407.956055 Penalty: 512.113525
	Iteration 11Q: 3 clusters Score -12407.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12409.469727 Penalty: 512.113525
	Iteration 12Q: 3 clusters Score -12409.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12409.469727 Penalty: 512.113525
	Iteration 13F: 3 clusters Score -12409.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -65395.742188 Penalty: 325.034607
	Iteration 0F: 2 clusters Score -65395.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -64415.218750 Penalty: 650.069214
	Iteration 0F: 3 clusters Score -64415.22 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -64774.589844 Penalty: 650.069214
	Iteration 1F: 3 clusters Score -64774.59 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -64846.035156 Penalty: 650.069214
	Iteration 2F: 3 clusters Score -64846.04 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -64899.468750 Penalty: 650.069214
	Iteration 3Q: 3 clusters Score -64899.47 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -64941.691406 Penalty: 650.069214
	Iteration 4Q: 3 clusters Score -64941.69 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -64980.890625 Penalty: 650.069214
	Iteration 5Q: 3 clusters Score -64980.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -65009.847656 Penalty: 650.069214
	Iteration 6Q: 3 clusters Score -65009.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -65029.171875 Penalty: 650.069214
	Iteration 7Q: 3 clusters Score -65029.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -65050.265625 Penalty: 650.069214
	Iteration 8Q: 3 clusters Score -65050.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -65066.378906 Penalty: 650.069214
	Iteration 9Q: 3 clusters Score -65066.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -65078.578125 Penalty: 650.069214
	Iteration 10Q: 3 clusters Score -65078.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -65086.484375 Penalty: 650.069214
	Iteration 11Q: 3 clusters Score -65086.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -65091.031250 Penalty: 650.069214
	Iteration 12Q: 3 clusters Score -65091.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -65096.203125 Penalty: 650.069214
	Iteration 13Q: 3 clusters Score -65096.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -65101.957031 Penalty: 650.069214
	Iteration 14Q: 3 clusters Score -65101.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -65106.144531 Penalty: 650.069214
	Iteration 15Q: 3 clusters Score -65106.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -65109.546875 Penalty: 650.069214
	Iteration 16Q: 3 clusters Score -65109.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -65110.511719 Penalty: 650.069214
	Iteration 17Q: 3 clusters Score -65110.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -65111.089844 Penalty: 650.069214
	Iteration 18Q: 3 clusters Score -65111.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -65111.089844 Penalty: 650.069214
	Iteration 19F: 3 clusters Score -65111.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -83338.257812 Penalty: 336.839264
	Iteration 0F: 2 clusters Score -83338.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -82101.976562 Penalty: 673.678528
	Iteration 0F: 3 clusters Score -82101.98 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -82569.054688 Penalty: 673.678528
	Iteration 1F: 3 clusters Score -82569.05 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -82746.507812 Penalty: 673.678528
	Iteration 2F: 3 clusters Score -82746.51 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -82938.234375 Penalty: 673.678528
	Iteration 3F: 3 clusters Score -82938.23 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -83106.164062 Penalty: 673.678528
	Iteration 4F: 3 clusters Score -83106.16 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -83239.773438 Penalty: 673.678528
	Iteration 5F: 3 clusters Score -83239.77 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -83320.820312 Penalty: 673.678528
	Iteration 6F: 3 clusters Score -83320.82 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -83369.750000 Penalty: 673.678528
	Iteration 7Q: 3 clusters Score -83369.75 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -83407.164062 Penalty: 673.678528
	Iteration 8Q: 3 clusters Score -83407.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83423.687500 Penalty: 673.678528
	Iteration 9Q: 3 clusters Score -83423.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -83435.312500 Penalty: 673.678528
	Iteration 10Q: 3 clusters Score -83435.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -83442.023438 Penalty: 673.678528
	Iteration 11Q: 3 clusters Score -83442.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -83446.625000 Penalty: 673.678528
	Iteration 12Q: 3 clusters Score -83446.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -83449.968750 Penalty: 673.678528
	Iteration 13Q: 3 clusters Score -83449.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -83453.546875 Penalty: 673.678528
	Iteration 14Q: 3 clusters Score -83453.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83456.945312 Penalty: 673.678528
	Iteration 15Q: 3 clusters Score -83456.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -83460.625000 Penalty: 673.678528
	Iteration 16Q: 3 clusters Score -83460.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -83462.148438 Penalty: 673.678528
	Iteration 17Q: 3 clusters Score -83462.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83463.976562 Penalty: 673.678528
	Iteration 18Q: 3 clusters Score -83463.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -83465.187500 Penalty: 673.678528
	Iteration 19Q: 3 clusters Score -83465.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -83465.390625 Penalty: 673.678528
	Iteration 20F: 3 clusters Score -83465.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83465.539062 Penalty: 673.678528
	Iteration 21Q: 3 clusters Score -83465.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83465.539062 Penalty: 673.678528
	Iteration 22F: 3 clusters Score -83465.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2962 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 25595 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 1195 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 14 contains 171234 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 286976 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 1854 members 
Entering Unmasked Estep 
Score: -27438116.000000 Penalty: 13803.310547
Splitting cluster 9 changes total score from -27435788.000000 to -27438116.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 10 (4570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Entering Unmasked Estep 
Score: -219069.984375 Penalty: 383.440704
	Iteration 0F: 2 clusters Score -219070 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 2265 members 
Entering Unmasked Estep 
Score: -215988.578125 Penalty: 766.881409
	Iteration 0F: 3 clusters Score -215988.6 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -217171.703125 Penalty: 766.881409
	Iteration 1F: 3 clusters Score -217171.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -217450.093750 Penalty: 766.881409
	Iteration 2F: 3 clusters Score -217450.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -217750.796875 Penalty: 766.881409
	Iteration 3F: 3 clusters Score -217750.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -218041.609375 Penalty: 766.881409
	Iteration 4F: 3 clusters Score -218041.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -218285.718750 Penalty: 766.881409
	Iteration 5F: 3 clusters Score -218285.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -218435.968750 Penalty: 766.881409
	Iteration 6F: 3 clusters Score -218436 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -218522.796875 Penalty: 766.881409
	Iteration 7Q: 3 clusters Score -218522.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -218578.062500 Penalty: 766.881409
	Iteration 8Q: 3 clusters Score -218578.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -218616.843750 Penalty: 766.881409
	Iteration 9Q: 3 clusters Score -218616.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -218637.875000 Penalty: 766.881409
	Iteration 10Q: 3 clusters Score -218637.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -218651.578125 Penalty: 766.881409
	Iteration 11Q: 3 clusters Score -218651.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -218658.718750 Penalty: 766.881409
	Iteration 12Q: 3 clusters Score -218658.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -218664.375000 Penalty: 766.881409
	Iteration 13Q: 3 clusters Score -218664.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -218670.109375 Penalty: 766.881409
	Iteration 14Q: 3 clusters Score -218670.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -218675.234375 Penalty: 766.881409
	Iteration 15Q: 3 clusters Score -218675.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -218680.468750 Penalty: 766.881409
	Iteration 16Q: 3 clusters Score -218680.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -218687.406250 Penalty: 766.881409
	Iteration 17Q: 3 clusters Score -218687.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -218694.218750 Penalty: 766.881409
	Iteration 18Q: 3 clusters Score -218694.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -218698.968750 Penalty: 766.881409
	Iteration 19Q: 3 clusters Score -218699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -218703.359375 Penalty: 766.881409
	Iteration 20F: 3 clusters Score -218703.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -218708.000000 Penalty: 766.881409
	Iteration 21Q: 3 clusters Score -218708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -218712.859375 Penalty: 766.881409
	Iteration 22Q: 3 clusters Score -218712.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -218718.359375 Penalty: 766.881409
	Iteration 23Q: 3 clusters Score -218718.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -218722.421875 Penalty: 766.881409
	Iteration 24Q: 3 clusters Score -218722.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -218726.203125 Penalty: 766.881409
	Iteration 25Q: 3 clusters Score -218726.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -218729.312500 Penalty: 766.881409
	Iteration 26Q: 3 clusters Score -218729.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -218731.609375 Penalty: 766.881409
	Iteration 27Q: 3 clusters Score -218731.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -218732.906250 Penalty: 766.881409
	Iteration 28Q: 3 clusters Score -218732.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -218733.390625 Penalty: 766.881409
	Iteration 29Q: 3 clusters Score -218733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -218733.968750 Penalty: 766.881409
	Iteration 30Q: 3 clusters Score -218734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -218734.078125 Penalty: 766.881409
	Iteration 31Q: 3 clusters Score -218734.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -218734.078125 Penalty: 766.881409
	Iteration 32F: 3 clusters Score -218734.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -22134.611328 Penalty: 281.096466
	Iteration 0F: 2 clusters Score -22134.61 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: -21663.970703 Penalty: 562.192932
	Iteration 0F: 3 clusters Score -21663.97 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21795.787109 Penalty: 562.192932
	Iteration 1F: 3 clusters Score -21795.79 nChanged 47
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: -21861.574219 Penalty: 562.192932
	Iteration 2F: 3 clusters Score -21861.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21938.011719 Penalty: 562.192932
	Iteration 3F: 3 clusters Score -21938.01 nChanged 46
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: -22090.320312 Penalty: 562.192932
	Iteration 4F: 3 clusters Score -22090.32 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22276.589844 Penalty: 562.192932
	Iteration 5F: 3 clusters Score -22276.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22360.113281 Penalty: 562.192932
	Iteration 6F: 3 clusters Score -22360.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22418.628906 Penalty: 562.192932
	Iteration 7Q: 3 clusters Score -22418.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22446.451172 Penalty: 562.192932
	Iteration 8Q: 3 clusters Score -22446.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22463.695312 Penalty: 562.192932
	Iteration 9Q: 3 clusters Score -22463.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22472.408203 Penalty: 562.192932
	Iteration 10Q: 3 clusters Score -22472.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22474.623047 Penalty: 562.192932
	Iteration 11Q: 3 clusters Score -22474.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22474.623047 Penalty: 562.192932
	Iteration 12F: 3 clusters Score -22474.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2962 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 25595 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 1195 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 14 contains 171234 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 286976 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 1854 members 
Mstep: Class 24 contains 188 members 
Entering Unmasked Estep 
Score: -27438138.000000 Penalty: 14403.454102
Splitting cluster 11 changes total score from -27435788.000000 to -27438138.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -118203.453125 Penalty: 352.867920
	Iteration 0F: 2 clusters Score -118203.5 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 1167 members 
Entering Unmasked Estep 
Score: -116526.476562 Penalty: 705.735840
	Iteration 0F: 3 clusters Score -116526.5 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -117156.468750 Penalty: 705.735840
	Iteration 1F: 3 clusters Score -117156.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -117276.203125 Penalty: 705.735840
	Iteration 2F: 3 clusters Score -117276.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -117377.140625 Penalty: 705.735840
	Iteration 3F: 3 clusters Score -117377.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -117484.898438 Penalty: 705.735840
	Iteration 4F: 3 clusters Score -117484.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -117640.859375 Penalty: 705.735840
	Iteration 5F: 3 clusters Score -117640.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -117825.695312 Penalty: 705.735840
	Iteration 6F: 3 clusters Score -117825.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -118004.843750 Penalty: 705.735840
	Iteration 7F: 3 clusters Score -118004.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -118114.617188 Penalty: 705.735840
	Iteration 8Q: 3 clusters Score -118114.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -118161.539062 Penalty: 705.735840
	Iteration 9Q: 3 clusters Score -118161.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -118188.343750 Penalty: 705.735840
	Iteration 10Q: 3 clusters Score -118188.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -118215.093750 Penalty: 705.735840
	Iteration 11Q: 3 clusters Score -118215.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -118226.312500 Penalty: 705.735840
	Iteration 12Q: 3 clusters Score -118226.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -118234.750000 Penalty: 705.735840
	Iteration 13Q: 3 clusters Score -118234.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -118242.445312 Penalty: 705.735840
	Iteration 14Q: 3 clusters Score -118242.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -118248.898438 Penalty: 705.735840
	Iteration 15Q: 3 clusters Score -118248.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -118250.453125 Penalty: 705.735840
	Iteration 16Q: 3 clusters Score -118250.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -118250.843750 Penalty: 705.735840
	Iteration 17Q: 3 clusters Score -118250.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -118251.007812 Penalty: 705.735840
	Iteration 18Q: 3 clusters Score -118251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -118251.007812 Penalty: 705.735840
	Iteration 19F: 3 clusters Score -118251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2962 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 25595 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 1195 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 14 contains 171234 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 286976 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 1854 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 726 members 
Entering Unmasked Estep 
Score: -27437910.000000 Penalty: 15003.598633
Splitting cluster 12 changes total score from -27435788.000000 to -27437910.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -32291.681641 Penalty: 305.494751
	Iteration 0F: 2 clusters Score -32291.68 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 432 members 
Entering Unmasked Estep 
Score: -31698.886719 Penalty: 610.989502
	Iteration 0F: 3 clusters Score -31698.89 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -32587.388672 Penalty: 610.989502
	Iteration 1F: 3 clusters Score -32587.39 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -33336.738281 Penalty: 610.989502
	Iteration 2F: 3 clusters Score -33336.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -33608.300781 Penalty: 610.989502
	Iteration 3F: 3 clusters Score -33608.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -33698.289062 Penalty: 610.989502
	Iteration 4Q: 3 clusters Score -33698.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -33716.511719 Penalty: 610.989502
	Iteration 5Q: 3 clusters Score -33716.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -33721.257812 Penalty: 610.989502
	Iteration 6Q: 3 clusters Score -33721.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -33721.886719 Penalty: 610.989502
	Iteration 7Q: 3 clusters Score -33721.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -33723.718750 Penalty: 610.989502
	Iteration 8Q: 3 clusters Score -33723.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -33725.617188 Penalty: 610.989502
	Iteration 9Q: 3 clusters Score -33725.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -33726.445312 Penalty: 610.989502
	Iteration 10Q: 3 clusters Score -33726.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -33726.808594 Penalty: 610.989502
	Iteration 11Q: 3 clusters Score -33726.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -33727.429688 Penalty: 610.989502
	Iteration 12Q: 3 clusters Score -33727.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -33727.429688 Penalty: 610.989502
	Iteration 13F: 3 clusters Score -33727.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2962 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 25595 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 1195 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 171234 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 286976 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 1854 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 726 members 
Mstep: Class 26 contains 555 members 
Entering Unmasked Estep 
Score: -27439046.000000 Penalty: 15603.742188
Splitting cluster 13 changes total score from -27435788.000000 to -27439046.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (7938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Entering Unmasked Estep 
Score: -424485.875000 Penalty: 408.563477
	Iteration 0F: 2 clusters Score -424485.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -419213.687500 Penalty: 817.126953
	Iteration 0F: 3 clusters Score -419213.7 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -421317.656250 Penalty: 817.126953
	Iteration 1F: 3 clusters Score -421317.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -421458.343750 Penalty: 817.126953
	Iteration 2Q: 3 clusters Score -421458.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -421639.843750 Penalty: 817.126953
	Iteration 3Q: 3 clusters Score -421639.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -421840.937500 Penalty: 817.126953
	Iteration 4Q: 3 clusters Score -421840.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -422114.031250 Penalty: 817.126953
	Iteration 5F: 3 clusters Score -422114 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -422440.156250 Penalty: 817.126953
	Iteration 6F: 3 clusters Score -422440.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -422764.593750 Penalty: 817.126953
	Iteration 7F: 3 clusters Score -422764.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -423038.218750 Penalty: 817.126953
	Iteration 8Q: 3 clusters Score -423038.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -423265.187500 Penalty: 817.126953
	Iteration 9Q: 3 clusters Score -423265.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -423450.843750 Penalty: 817.126953
	Iteration 10Q: 3 clusters Score -423450.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -423597.031250 Penalty: 817.126953
	Iteration 11Q: 3 clusters Score -423597 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -423699.531250 Penalty: 817.126953
	Iteration 12Q: 3 clusters Score -423699.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -423797.500000 Penalty: 817.126953
	Iteration 13Q: 3 clusters Score -423797.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -423884.468750 Penalty: 817.126953
	Iteration 14Q: 3 clusters Score -423884.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -423939.312500 Penalty: 817.126953
	Iteration 15Q: 3 clusters Score -423939.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -423966.218750 Penalty: 817.126953
	Iteration 16Q: 3 clusters Score -423966.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -424003.750000 Penalty: 817.126953
	Iteration 17Q: 3 clusters Score -424003.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -424040.750000 Penalty: 817.126953
	Iteration 18Q: 3 clusters Score -424040.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -424074.375000 Penalty: 817.126953
	Iteration 19Q: 3 clusters Score -424074.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -424105.218750 Penalty: 817.126953
	Iteration 20F: 3 clusters Score -424105.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -424116.187500 Penalty: 817.126953
	Iteration 21Q: 3 clusters Score -424116.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -424123.875000 Penalty: 817.126953
	Iteration 22Q: 3 clusters Score -424123.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -424130.093750 Penalty: 817.126953
	Iteration 23Q: 3 clusters Score -424130.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -424136.031250 Penalty: 817.126953
	Iteration 24Q: 3 clusters Score -424136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -424138.187500 Penalty: 817.126953
	Iteration 25Q: 3 clusters Score -424138.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -424141.093750 Penalty: 817.126953
	Iteration 26Q: 3 clusters Score -424141.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -424142.468750 Penalty: 817.126953
	Iteration 27Q: 3 clusters Score -424142.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -424144.156250 Penalty: 817.126953
	Iteration 28Q: 3 clusters Score -424144.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -424145.625000 Penalty: 817.126953
	Iteration 29Q: 3 clusters Score -424145.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -424147.000000 Penalty: 817.126953
	Iteration 30Q: 3 clusters Score -424147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -424149.593750 Penalty: 817.126953
	Iteration 31Q: 3 clusters Score -424149.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -424152.343750 Penalty: 817.126953
	Iteration 32Q: 3 clusters Score -424152.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -424154.250000 Penalty: 817.126953
	Iteration 33Q: 3 clusters Score -424154.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -424156.312500 Penalty: 817.126953
	Iteration 34Q: 3 clusters Score -424156.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -424156.781250 Penalty: 817.126953
	Iteration 35Q: 3 clusters Score -424156.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -424161.125000 Penalty: 817.126953
	Iteration 36Q: 3 clusters Score -424161.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -424163.093750 Penalty: 817.126953
	Iteration 37Q: 3 clusters Score -424163.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -424164.375000 Penalty: 817.126953
	Iteration 38Q: 3 clusters Score -424164.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -424167.093750 Penalty: 817.126953
	Iteration 39Q: 3 clusters Score -424167.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -424168.093750 Penalty: 817.126953
	Iteration 40F: 3 clusters Score -424168.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -424170.250000 Penalty: 817.126953
	Iteration 41Q: 3 clusters Score -424170.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -424171.625000 Penalty: 817.126953
	Iteration 42Q: 3 clusters Score -424171.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -424173.125000 Penalty: 817.126953
	Iteration 43Q: 3 clusters Score -424173.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -424179.500000 Penalty: 817.126953
	Iteration 44Q: 3 clusters Score -424179.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -424188.562500 Penalty: 817.126953
	Iteration 45Q: 3 clusters Score -424188.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -424192.781250 Penalty: 817.126953
	Iteration 46Q: 3 clusters Score -424192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -424193.406250 Penalty: 817.126953
	Iteration 47Q: 3 clusters Score -424193.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -424193.750000 Penalty: 817.126953
	Iteration 48Q: 3 clusters Score -424193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -424194.437500 Penalty: 817.126953
	Iteration 49Q: 3 clusters Score -424194.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -424195.156250 Penalty: 817.126953
	Iteration 50Q: 3 clusters Score -424195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -424195.718750 Penalty: 817.126953
	Iteration 51Q: 3 clusters Score -424195.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -424195.718750 Penalty: 817.126953
	Iteration 52F: 3 clusters Score -424195.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Entering Unmasked Estep 
Score: -104468.031250 Penalty: 347.843842
	Iteration 0F: 2 clusters Score -104468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -102960.875000 Penalty: 695.687683
	Iteration 0F: 3 clusters Score -102960.9 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -103489.187500 Penalty: 695.687683
	Iteration 1F: 3 clusters Score -103489.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -103607.085938 Penalty: 695.687683
	Iteration 2F: 3 clusters Score -103607.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -103729.679688 Penalty: 695.687683
	Iteration 3F: 3 clusters Score -103729.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -103858.132812 Penalty: 695.687683
	Iteration 4F: 3 clusters Score -103858.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -103973.210938 Penalty: 695.687683
	Iteration 5F: 3 clusters Score -103973.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -104075.000000 Penalty: 695.687683
	Iteration 6F: 3 clusters Score -104075 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -104149.414062 Penalty: 695.687683
	Iteration 7F: 3 clusters Score -104149.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -104193.328125 Penalty: 695.687683
	Iteration 8Q: 3 clusters Score -104193.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -104215.257812 Penalty: 695.687683
	Iteration 9Q: 3 clusters Score -104215.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -104227.656250 Penalty: 695.687683
	Iteration 10Q: 3 clusters Score -104227.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -104240.695312 Penalty: 695.687683
	Iteration 11Q: 3 clusters Score -104240.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -104247.695312 Penalty: 695.687683
	Iteration 12Q: 3 clusters Score -104247.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -104254.109375 Penalty: 695.687683
	Iteration 13Q: 3 clusters Score -104254.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -104257.273438 Penalty: 695.687683
	Iteration 14Q: 3 clusters Score -104257.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -104258.937500 Penalty: 695.687683
	Iteration 15Q: 3 clusters Score -104258.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -104259.640625 Penalty: 695.687683
	Iteration 16Q: 3 clusters Score -104259.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -104260.054688 Penalty: 695.687683
	Iteration 17Q: 3 clusters Score -104260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -104261.007812 Penalty: 695.687683
	Iteration 18Q: 3 clusters Score -104261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -104262.523438 Penalty: 695.687683
	Iteration 19Q: 3 clusters Score -104262.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -104264.289062 Penalty: 695.687683
	Iteration 20F: 3 clusters Score -104264.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -104266.007812 Penalty: 695.687683
	Iteration 21Q: 3 clusters Score -104266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -104268.101562 Penalty: 695.687683
	Iteration 22Q: 3 clusters Score -104268.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -104269.632812 Penalty: 695.687683
	Iteration 23Q: 3 clusters Score -104269.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -104271.148438 Penalty: 695.687683
	Iteration 24Q: 3 clusters Score -104271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -104272.070312 Penalty: 695.687683
	Iteration 25Q: 3 clusters Score -104272.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -104274.351562 Penalty: 695.687683
	Iteration 26Q: 3 clusters Score -104274.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -104276.632812 Penalty: 695.687683
	Iteration 27Q: 3 clusters Score -104276.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -104280.187500 Penalty: 695.687683
	Iteration 28Q: 3 clusters Score -104280.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -104282.140625 Penalty: 695.687683
	Iteration 29Q: 3 clusters Score -104282.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -104282.875000 Penalty: 695.687683
	Iteration 30Q: 3 clusters Score -104282.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -104283.757812 Penalty: 695.687683
	Iteration 31Q: 3 clusters Score -104283.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -104284.476562 Penalty: 695.687683
	Iteration 32Q: 3 clusters Score -104284.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -104285.320312 Penalty: 695.687683
	Iteration 33Q: 3 clusters Score -104285.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -104285.937500 Penalty: 695.687683
	Iteration 34Q: 3 clusters Score -104285.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -104286.734375 Penalty: 695.687683
	Iteration 35Q: 3 clusters Score -104286.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -104286.804688 Penalty: 695.687683
	Iteration 36Q: 3 clusters Score -104286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -104286.976562 Penalty: 695.687683
	Iteration 37Q: 3 clusters Score -104287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -104286.976562 Penalty: 695.687683
	Iteration 38F: 3 clusters Score -104287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Entering Unmasked Estep 
Score: -87946.710938 Penalty: 339.373688
	Iteration 0F: 2 clusters Score -87946.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -86706.640625 Penalty: 678.747375
	Iteration 0F: 3 clusters Score -86706.64 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -87279.375000 Penalty: 678.747375
	Iteration 1F: 3 clusters Score -87279.38 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -87947.062500 Penalty: 678.747375
	Iteration 2F: 3 clusters Score -87947.06 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -88748.593750 Penalty: 678.747375
	Iteration 3F: 3 clusters Score -88748.59 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -89087.546875 Penalty: 678.747375
	Iteration 4F: 3 clusters Score -89087.55 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -89164.046875 Penalty: 678.747375
	Iteration 5Q: 3 clusters Score -89164.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -89182.773438 Penalty: 678.747375
	Iteration 6Q: 3 clusters Score -89182.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -89186.960938 Penalty: 678.747375
	Iteration 7Q: 3 clusters Score -89186.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -89188.828125 Penalty: 678.747375
	Iteration 8Q: 3 clusters Score -89188.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -89192.484375 Penalty: 678.747375
	Iteration 9Q: 3 clusters Score -89192.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -89194.265625 Penalty: 678.747375
	Iteration 10Q: 3 clusters Score -89194.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -89195.726562 Penalty: 678.747375
	Iteration 11Q: 3 clusters Score -89195.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -89196.375000 Penalty: 678.747375
	Iteration 12Q: 3 clusters Score -89196.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -89196.367188 Penalty: 678.747375
	Iteration 13Q: 3 clusters Score -89196.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -89196.367188 Penalty: 678.747375
	Iteration 14F: 3 clusters Score -89196.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2962 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 25595 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 1195 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 171234 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 286976 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 1854 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 726 members 
Mstep: Class 26 contains 555 members 
Mstep: Class 27 contains 1321 members 
Entering Unmasked Estep 
Score: -27440022.000000 Penalty: 16203.886719
Splitting cluster 17 changes total score from -27435788.000000 to -27440022.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (11192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Entering Unmasked Estep 
Score: -578861.562500 Penalty: 424.194427
	Iteration 0F: 2 clusters Score -578861.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -571396.437500 Penalty: 848.388855
	Iteration 0F: 3 clusters Score -571396.4 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -574357.562500 Penalty: 848.388855
	Iteration 1F: 3 clusters Score -574357.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -574578.937500 Penalty: 848.388855
	Iteration 2Q: 3 clusters Score -574578.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -574907.312500 Penalty: 848.388855
	Iteration 3F: 3 clusters Score -574907.3 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -575458.187500 Penalty: 848.388855
	Iteration 4F: 3 clusters Score -575458.2 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -576167.562500 Penalty: 848.388855
	Iteration 5F: 3 clusters Score -576167.6 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -576753.000000 Penalty: 848.388855
	Iteration 6F: 3 clusters Score -576753 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -577004.937500 Penalty: 848.388855
	Iteration 7Q: 3 clusters Score -577004.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -577132.750000 Penalty: 848.388855
	Iteration 8Q: 3 clusters Score -577132.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -577212.812500 Penalty: 848.388855
	Iteration 9Q: 3 clusters Score -577212.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -577280.312500 Penalty: 848.388855
	Iteration 10Q: 3 clusters Score -577280.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -577350.500000 Penalty: 848.388855
	Iteration 11Q: 3 clusters Score -577350.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -577414.187500 Penalty: 848.388855
	Iteration 12Q: 3 clusters Score -577414.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -577466.187500 Penalty: 848.388855
	Iteration 13Q: 3 clusters Score -577466.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -577517.437500 Penalty: 848.388855
	Iteration 14Q: 3 clusters Score -577517.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -577577.437500 Penalty: 848.388855
	Iteration 15Q: 3 clusters Score -577577.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -577660.187500 Penalty: 848.388855
	Iteration 16Q: 3 clusters Score -577660.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -577741.875000 Penalty: 848.388855
	Iteration 17Q: 3 clusters Score -577741.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -577864.062500 Penalty: 848.388855
	Iteration 18Q: 3 clusters Score -577864.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -577983.062500 Penalty: 848.388855
	Iteration 19Q: 3 clusters Score -577983.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -578071.750000 Penalty: 848.388855
	Iteration 20F: 3 clusters Score -578071.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -578145.187500 Penalty: 848.388855
	Iteration 21Q: 3 clusters Score -578145.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -578214.312500 Penalty: 848.388855
	Iteration 22Q: 3 clusters Score -578214.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -578275.375000 Penalty: 848.388855
	Iteration 23Q: 3 clusters Score -578275.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -578321.562500 Penalty: 848.388855
	Iteration 24Q: 3 clusters Score -578321.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -578358.875000 Penalty: 848.388855
	Iteration 25Q: 3 clusters Score -578358.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -578390.375000 Penalty: 848.388855
	Iteration 26Q: 3 clusters Score -578390.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -578416.125000 Penalty: 848.388855
	Iteration 27Q: 3 clusters Score -578416.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -578438.937500 Penalty: 848.388855
	Iteration 28Q: 3 clusters Score -578438.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -578461.187500 Penalty: 848.388855
	Iteration 29Q: 3 clusters Score -578461.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -578479.500000 Penalty: 848.388855
	Iteration 30Q: 3 clusters Score -578479.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -578494.062500 Penalty: 848.388855
	Iteration 31Q: 3 clusters Score -578494.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -578505.687500 Penalty: 848.388855
	Iteration 32Q: 3 clusters Score -578505.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -578517.500000 Penalty: 848.388855
	Iteration 33Q: 3 clusters Score -578517.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -578527.750000 Penalty: 848.388855
	Iteration 34Q: 3 clusters Score -578527.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -578537.062500 Penalty: 848.388855
	Iteration 35Q: 3 clusters Score -578537.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -578544.437500 Penalty: 848.388855
	Iteration 36Q: 3 clusters Score -578544.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -578550.937500 Penalty: 848.388855
	Iteration 37Q: 3 clusters Score -578550.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -578552.437500 Penalty: 848.388855
	Iteration 38Q: 3 clusters Score -578552.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -578556.000000 Penalty: 848.388855
	Iteration 39Q: 3 clusters Score -578556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -578559.437500 Penalty: 848.388855
	Iteration 40F: 3 clusters Score -578559.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -578562.375000 Penalty: 848.388855
	Iteration 41Q: 3 clusters Score -578562.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -578567.062500 Penalty: 848.388855
	Iteration 42Q: 3 clusters Score -578567.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -578568.687500 Penalty: 848.388855
	Iteration 43Q: 3 clusters Score -578568.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -578573.500000 Penalty: 848.388855
	Iteration 44Q: 3 clusters Score -578573.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -578576.937500 Penalty: 848.388855
	Iteration 45Q: 3 clusters Score -578576.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -578580.625000 Penalty: 848.388855
	Iteration 46Q: 3 clusters Score -578580.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -578582.687500 Penalty: 848.388855
	Iteration 47Q: 3 clusters Score -578582.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -578587.437500 Penalty: 848.388855
	Iteration 48Q: 3 clusters Score -578587.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -578591.437500 Penalty: 848.388855
	Iteration 49Q: 3 clusters Score -578591.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -578594.500000 Penalty: 848.388855
	Iteration 50Q: 3 clusters Score -578594.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -578596.312500 Penalty: 848.388855
	Iteration 51Q: 3 clusters Score -578596.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -578596.312500 Penalty: 848.388855
	Iteration 52Q: 3 clusters Score -578596.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -578597.187500 Penalty: 848.388855
	Iteration 53Q: 3 clusters Score -578597.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -578598.625000 Penalty: 848.388855
	Iteration 54Q: 3 clusters Score -578598.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -578599.750000 Penalty: 848.388855
	Iteration 55Q: 3 clusters Score -578599.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -578598.625000 Penalty: 848.388855
	Iteration 56Q: 3 clusters Score -578598.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -578600.500000 Penalty: 848.388855
	Iteration 57Q: 3 clusters Score -578600.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -578601.187500 Penalty: 848.388855
	Iteration 58Q: 3 clusters Score -578601.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -578603.250000 Penalty: 848.388855
	Iteration 59Q: 3 clusters Score -578603.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -578604.375000 Penalty: 848.388855
	Iteration 60F: 3 clusters Score -578604.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -578605.750000 Penalty: 848.388855
	Iteration 61Q: 3 clusters Score -578605.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -578605.937500 Penalty: 848.388855
	Iteration 62Q: 3 clusters Score -578605.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -578607.750000 Penalty: 848.388855
	Iteration 63Q: 3 clusters Score -578607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -578608.250000 Penalty: 848.388855
	Iteration 64Q: 3 clusters Score -578608.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -578608.375000 Penalty: 848.388855
	Iteration 65Q: 3 clusters Score -578608.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -578608.437500 Penalty: 848.388855
	Iteration 66Q: 3 clusters Score -578608.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -578609.125000 Penalty: 848.388855
	Iteration 67Q: 3 clusters Score -578609.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -578610.500000 Penalty: 848.388855
	Iteration 68Q: 3 clusters Score -578610.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -578611.250000 Penalty: 848.388855
	Iteration 69Q: 3 clusters Score -578611.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -578610.687500 Penalty: 848.388855
	Iteration 70Q: 3 clusters Score -578610.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -578611.562500 Penalty: 848.388855
	Iteration 71Q: 3 clusters Score -578611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -578611.250000 Penalty: 848.388855
	Iteration 72Q: 3 clusters Score -578611.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -578611.875000 Penalty: 848.388855
	Iteration 73Q: 3 clusters Score -578611.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -578612.375000 Penalty: 848.388855
	Iteration 74Q: 3 clusters Score -578612.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -578611.875000 Penalty: 848.388855
	Iteration 75Q: 3 clusters Score -578611.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -578612.062500 Penalty: 848.388855
	Iteration 76Q: 3 clusters Score -578612.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -578613.125000 Penalty: 848.388855
	Iteration 77Q: 3 clusters Score -578613.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -578611.875000 Penalty: 848.388855
	Iteration 78Q: 3 clusters Score -578611.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -578612.937500 Penalty: 848.388855
	Iteration 79Q: 3 clusters Score -578612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -578613.125000 Penalty: 848.388855
	Iteration 80F: 3 clusters Score -578613.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -578614.125000 Penalty: 848.388855
	Iteration 81Q: 3 clusters Score -578614.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -578613.875000 Penalty: 848.388855
	Iteration 82Q: 3 clusters Score -578613.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -578615.062500 Penalty: 848.388855
	Iteration 83Q: 3 clusters Score -578615.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -578616.562500 Penalty: 848.388855
	Iteration 84Q: 3 clusters Score -578616.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -578616.062500 Penalty: 848.388855
	Iteration 85Q: 3 clusters Score -578616.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -578617.375000 Penalty: 848.388855
	Iteration 86Q: 3 clusters Score -578617.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -578618.312500 Penalty: 848.388855
	Iteration 87Q: 3 clusters Score -578618.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -578618.312500 Penalty: 848.388855
	Iteration 88Q: 3 clusters Score -578618.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -578619.000000 Penalty: 848.388855
	Iteration 89Q: 3 clusters Score -578619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -578618.500000 Penalty: 848.388855
	Iteration 90Q: 3 clusters Score -578618.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -578618.562500 Penalty: 848.388855
	Iteration 91Q: 3 clusters Score -578618.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -578619.812500 Penalty: 848.388855
	Iteration 92Q: 3 clusters Score -578619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -578619.250000 Penalty: 848.388855
	Iteration 93Q: 3 clusters Score -578619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -578619.750000 Penalty: 848.388855
	Iteration 94Q: 3 clusters Score -578619.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -578619.750000 Penalty: 848.388855
	Iteration 95F: 3 clusters Score -578619.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -267665.093750 Penalty: 387.450317
	Iteration 0F: 2 clusters Score -267665.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -264279.500000 Penalty: 774.900635
	Iteration 0F: 3 clusters Score -264279.5 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -265544.625000 Penalty: 774.900635
	Iteration 1F: 3 clusters Score -265544.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -265652.593750 Penalty: 774.900635
	Iteration 2F: 3 clusters Score -265652.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -265765.156250 Penalty: 774.900635
	Iteration 3Q: 3 clusters Score -265765.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -265894.062500 Penalty: 774.900635
	Iteration 4F: 3 clusters Score -265894.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -266055.968750 Penalty: 774.900635
	Iteration 5F: 3 clusters Score -266056 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -266233.593750 Penalty: 774.900635
	Iteration 6F: 3 clusters Score -266233.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -266422.500000 Penalty: 774.900635
	Iteration 7Q: 3 clusters Score -266422.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -266607.093750 Penalty: 774.900635
	Iteration 8Q: 3 clusters Score -266607.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -266724.031250 Penalty: 774.900635
	Iteration 9Q: 3 clusters Score -266724 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -266807.062500 Penalty: 774.900635
	Iteration 10Q: 3 clusters Score -266807.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -266847.406250 Penalty: 774.900635
	Iteration 11Q: 3 clusters Score -266847.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -266865.875000 Penalty: 774.900635
	Iteration 12Q: 3 clusters Score -266865.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -266885.156250 Penalty: 774.900635
	Iteration 13Q: 3 clusters Score -266885.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -266898.000000 Penalty: 774.900635
	Iteration 14Q: 3 clusters Score -266898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -266908.781250 Penalty: 774.900635
	Iteration 15Q: 3 clusters Score -266908.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -266917.968750 Penalty: 774.900635
	Iteration 16Q: 3 clusters Score -266918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -266929.937500 Penalty: 774.900635
	Iteration 17Q: 3 clusters Score -266929.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -266940.093750 Penalty: 774.900635
	Iteration 18Q: 3 clusters Score -266940.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -266948.375000 Penalty: 774.900635
	Iteration 19Q: 3 clusters Score -266948.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -266952.562500 Penalty: 774.900635
	Iteration 20F: 3 clusters Score -266952.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -266956.500000 Penalty: 774.900635
	Iteration 21Q: 3 clusters Score -266956.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -266959.750000 Penalty: 774.900635
	Iteration 22Q: 3 clusters Score -266959.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -266962.562500 Penalty: 774.900635
	Iteration 23Q: 3 clusters Score -266962.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -266966.406250 Penalty: 774.900635
	Iteration 24Q: 3 clusters Score -266966.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -266976.531250 Penalty: 774.900635
	Iteration 25Q: 3 clusters Score -266976.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -266989.656250 Penalty: 774.900635
	Iteration 26Q: 3 clusters Score -266989.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -267006.468750 Penalty: 774.900635
	Iteration 27Q: 3 clusters Score -267006.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -267023.750000 Penalty: 774.900635
	Iteration 28Q: 3 clusters Score -267023.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -267038.937500 Penalty: 774.900635
	Iteration 29Q: 3 clusters Score -267038.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -267053.812500 Penalty: 774.900635
	Iteration 30Q: 3 clusters Score -267053.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -267064.406250 Penalty: 774.900635
	Iteration 31Q: 3 clusters Score -267064.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -267072.500000 Penalty: 774.900635
	Iteration 32Q: 3 clusters Score -267072.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -267081.750000 Penalty: 774.900635
	Iteration 33Q: 3 clusters Score -267081.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -267090.906250 Penalty: 774.900635
	Iteration 34Q: 3 clusters Score -267090.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -267098.781250 Penalty: 774.900635
	Iteration 35Q: 3 clusters Score -267098.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -267108.531250 Penalty: 774.900635
	Iteration 36Q: 3 clusters Score -267108.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -267126.218750 Penalty: 774.900635
	Iteration 37Q: 3 clusters Score -267126.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -267148.875000 Penalty: 774.900635
	Iteration 38Q: 3 clusters Score -267148.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -267170.656250 Penalty: 774.900635
	Iteration 39Q: 3 clusters Score -267170.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -267188.125000 Penalty: 774.900635
	Iteration 40F: 3 clusters Score -267188.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -267199.687500 Penalty: 774.900635
	Iteration 41Q: 3 clusters Score -267199.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -267209.937500 Penalty: 774.900635
	Iteration 42Q: 3 clusters Score -267209.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -267219.968750 Penalty: 774.900635
	Iteration 43Q: 3 clusters Score -267220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -267228.968750 Penalty: 774.900635
	Iteration 44Q: 3 clusters Score -267229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -267236.093750 Penalty: 774.900635
	Iteration 45Q: 3 clusters Score -267236.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -267241.375000 Penalty: 774.900635
	Iteration 46Q: 3 clusters Score -267241.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -267246.531250 Penalty: 774.900635
	Iteration 47Q: 3 clusters Score -267246.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -267250.500000 Penalty: 774.900635
	Iteration 48Q: 3 clusters Score -267250.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -267253.750000 Penalty: 774.900635
	Iteration 49Q: 3 clusters Score -267253.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -267255.843750 Penalty: 774.900635
	Iteration 50Q: 3 clusters Score -267255.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -267258.218750 Penalty: 774.900635
	Iteration 51Q: 3 clusters Score -267258.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -267261.593750 Penalty: 774.900635
	Iteration 52Q: 3 clusters Score -267261.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -267265.843750 Penalty: 774.900635
	Iteration 53Q: 3 clusters Score -267265.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -267269.187500 Penalty: 774.900635
	Iteration 54Q: 3 clusters Score -267269.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -267272.875000 Penalty: 774.900635
	Iteration 55Q: 3 clusters Score -267272.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -267277.437500 Penalty: 774.900635
	Iteration 56Q: 3 clusters Score -267277.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -267282.687500 Penalty: 774.900635
	Iteration 57Q: 3 clusters Score -267282.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -267288.531250 Penalty: 774.900635
	Iteration 58Q: 3 clusters Score -267288.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -267291.468750 Penalty: 774.900635
	Iteration 59Q: 3 clusters Score -267291.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -267293.875000 Penalty: 774.900635
	Iteration 60F: 3 clusters Score -267293.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -267295.906250 Penalty: 774.900635
	Iteration 61Q: 3 clusters Score -267295.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -267297.718750 Penalty: 774.900635
	Iteration 62Q: 3 clusters Score -267297.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -267297.906250 Penalty: 774.900635
	Iteration 63Q: 3 clusters Score -267297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -267298.906250 Penalty: 774.900635
	Iteration 64Q: 3 clusters Score -267298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -267298.906250 Penalty: 774.900635
	Iteration 65Q: 3 clusters Score -267298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -267299.531250 Penalty: 774.900635
	Iteration 66Q: 3 clusters Score -267299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -267300.875000 Penalty: 774.900635
	Iteration 67Q: 3 clusters Score -267300.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -267301.625000 Penalty: 774.900635
	Iteration 68Q: 3 clusters Score -267301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -267301.906250 Penalty: 774.900635
	Iteration 69Q: 3 clusters Score -267301.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -267303.406250 Penalty: 774.900635
	Iteration 70Q: 3 clusters Score -267303.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -267305.312500 Penalty: 774.900635
	Iteration 71Q: 3 clusters Score -267305.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -267306.968750 Penalty: 774.900635
	Iteration 72Q: 3 clusters Score -267307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -267308.343750 Penalty: 774.900635
	Iteration 73Q: 3 clusters Score -267308.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -267310.531250 Penalty: 774.900635
	Iteration 74Q: 3 clusters Score -267310.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -267312.656250 Penalty: 774.900635
	Iteration 75Q: 3 clusters Score -267312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -267313.406250 Penalty: 774.900635
	Iteration 76Q: 3 clusters Score -267313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -267313.687500 Penalty: 774.900635
	Iteration 77Q: 3 clusters Score -267313.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -267313.687500 Penalty: 774.900635
	Iteration 78F: 3 clusters Score -267313.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (286976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286976 members 
Entering Unmasked Estep 
Score: -15188295.000000 Penalty: 571.805481
	Iteration 0F: 2 clusters Score -1.51883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143139 members 
Mstep: Class 2 contains 143837 members 
Entering Unmasked Estep 
Score: -15000981.000000 Penalty: 1143.610962
	Iteration 0F: 3 clusters Score -1.500098e+07 nChanged 141616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116857 members 
Mstep: Class 2 contains 170119 members 
Entering Unmasked Estep 
Score: -15091790.000000 Penalty: 1143.610962
	Iteration 1F: 3 clusters Score -1.509179e+07 nChanged 18079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 185250 members 
Entering Unmasked Estep 
Score: -15101481.000000 Penalty: 1143.610962
	Iteration 2F: 3 clusters Score -1.510148e+07 nChanged 21287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 204243 members 
Entering Unmasked Estep 
Score: -15116875.000000 Penalty: 1143.610962
	Iteration 3F: 3 clusters Score -1.511688e+07 nChanged 21876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63033 members 
Mstep: Class 2 contains 223943 members 
Entering Unmasked Estep 
Score: -15136845.000000 Penalty: 1143.610962
	Iteration 4F: 3 clusters Score -1.513684e+07 nChanged 17784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 239209 members 
Entering Unmasked Estep 
Score: -15155726.000000 Penalty: 1143.610962
	Iteration 5F: 3 clusters Score -1.515573e+07 nChanged 11807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 247288 members 
Entering Unmasked Estep 
Score: -15167122.000000 Penalty: 1143.610962
	Iteration 6Q: 3 clusters Score -1.516712e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 251348 members 
Entering Unmasked Estep 
Score: -15171361.000000 Penalty: 1143.610962
	Iteration 7Q: 3 clusters Score -1.517136e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 254516 members 
Entering Unmasked Estep 
Score: -15173464.000000 Penalty: 1143.610962
	Iteration 8Q: 3 clusters Score -1.517346e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 257418 members 
Entering Unmasked Estep 
Score: -15175139.000000 Penalty: 1143.610962
	Iteration 9Q: 3 clusters Score -1.517514e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 260151 members 
Entering Unmasked Estep 
Score: -15176548.000000 Penalty: 1143.610962
	Iteration 10Q: 3 clusters Score -1.517655e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 262763 members 
Entering Unmasked Estep 
Score: -15177856.000000 Penalty: 1143.610962
	Iteration 11Q: 3 clusters Score -1.517786e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 265223 members 
Entering Unmasked Estep 
Score: -15179368.000000 Penalty: 1143.610962
	Iteration 12Q: 3 clusters Score -1.517937e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 267598 members 
Entering Unmasked Estep 
Score: -15181308.000000 Penalty: 1143.610962
	Iteration 13Q: 3 clusters Score -1.518131e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 270155 members 
Entering Unmasked Estep 
Score: -15183284.000000 Penalty: 1143.610962
	Iteration 14Q: 3 clusters Score -1.518328e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 272836 members 
Entering Unmasked Estep 
Score: -15184930.000000 Penalty: 1143.610962
	Iteration 15Q: 3 clusters Score -1.518493e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 275551 members 
Entering Unmasked Estep 
Score: -15186219.000000 Penalty: 1143.610962
	Iteration 16Q: 3 clusters Score -1.518622e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 278030 members 
Entering Unmasked Estep 
Score: -15187145.000000 Penalty: 1143.610962
	Iteration 17Q: 3 clusters Score -1.518714e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 280273 members 
Entering Unmasked Estep 
Score: -15187765.000000 Penalty: 1143.610962
	Iteration 18Q: 3 clusters Score -1.518776e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 282181 members 
Entering Unmasked Estep 
Score: -15188034.000000 Penalty: 1143.610962
	Iteration 19Q: 3 clusters Score -1.518803e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 283750 members 
Entering Unmasked Estep 
Score: -15188091.000000 Penalty: 1143.610962
	Iteration 20F: 3 clusters Score -1.518809e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 284910 members 
Entering Unmasked Estep 
Score: -15188180.000000 Penalty: 1143.610962
	Iteration 21Q: 3 clusters Score -1.518818e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 285725 members 
Entering Unmasked Estep 
Score: -15188080.000000 Penalty: 1143.610962
	Iteration 22Q: 3 clusters Score -1.518808e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 286212 members 
Entering Unmasked Estep 
Score: -15188014.000000 Penalty: 1143.610962
	Iteration 23Q: 3 clusters Score -1.518801e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 286475 members 
Entering Unmasked Estep 
Score: -15188029.000000 Penalty: 1143.610962
	Iteration 24Q: 3 clusters Score -1.518803e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 286620 members 
Entering Unmasked Estep 
Score: -15188057.000000 Penalty: 1143.610962
	Iteration 25Q: 3 clusters Score -1.518806e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 286702 members 
Entering Unmasked Estep 
Score: -15188068.000000 Penalty: 1143.610962
	Iteration 26Q: 3 clusters Score -1.518807e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 286738 members 
Entering Unmasked Estep 
Score: -15188104.000000 Penalty: 1143.610962
	Iteration 27Q: 3 clusters Score -1.51881e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 286745 members 
Entering Unmasked Estep 
Score: -15188177.000000 Penalty: 1143.610962
	Iteration 28Q: 3 clusters Score -1.518818e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 286720 members 
Entering Unmasked Estep 
Score: -15188234.000000 Penalty: 1143.610962
	Iteration 29Q: 3 clusters Score -1.518823e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 286685 members 
Entering Unmasked Estep 
Score: -15188295.000000 Penalty: 1143.610962
	Iteration 30Q: 3 clusters Score -1.51883e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 286666 members 
Entering Unmasked Estep 
Score: -15188345.000000 Penalty: 1143.610962
	Iteration 31Q: 3 clusters Score -1.518834e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 286646 members 
Entering Unmasked Estep 
Score: -15188374.000000 Penalty: 1143.610962
	Iteration 32Q: 3 clusters Score -1.518837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 286630 members 
Entering Unmasked Estep 
Score: -15188382.000000 Penalty: 1143.610962
	Iteration 33Q: 3 clusters Score -1.518838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 286624 members 
Entering Unmasked Estep 
Score: -15188375.000000 Penalty: 1143.610962
	Iteration 34Q: 3 clusters Score -1.518838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 286624 members 
Entering Unmasked Estep 
Score: -15188377.000000 Penalty: 1143.610962
	Iteration 35Q: 3 clusters Score -1.518838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 286619 members 
Entering Unmasked Estep 
Score: -15188387.000000 Penalty: 1143.610962
	Iteration 36Q: 3 clusters Score -1.518839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 286620 members 
Entering Unmasked Estep 
Score: -15188388.000000 Penalty: 1143.610962
	Iteration 37Q: 3 clusters Score -1.518839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 286621 members 
Entering Unmasked Estep 
Score: -15188381.000000 Penalty: 1143.610962
	Iteration 38Q: 3 clusters Score -1.518838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 286621 members 
Entering Unmasked Estep 
Score: -15188382.000000 Penalty: 1143.610962
	Iteration 39Q: 3 clusters Score -1.518838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 286620 members 
Entering Unmasked Estep 
Score: -15188473.000000 Penalty: 1143.610962
	Iteration 40F: 3 clusters Score -1.518847e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 286522 members 
Entering Unmasked Estep 
Score: -15188654.000000 Penalty: 1143.610962
	Iteration 41Q: 3 clusters Score -1.518865e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 286414 members 
Entering Unmasked Estep 
Score: -15188794.000000 Penalty: 1143.610962
	Iteration 42Q: 3 clusters Score -1.518879e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 286309 members 
Entering Unmasked Estep 
Score: -15188951.000000 Penalty: 1143.610962
	Iteration 43Q: 3 clusters Score -1.518895e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 286202 members 
Entering Unmasked Estep 
Score: -15189080.000000 Penalty: 1143.610962
	Iteration 44Q: 3 clusters Score -1.518908e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 286117 members 
Entering Unmasked Estep 
Score: -15189184.000000 Penalty: 1143.610962
	Iteration 45Q: 3 clusters Score -1.518918e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 286038 members 
Entering Unmasked Estep 
Score: -15189224.000000 Penalty: 1143.610962
	Iteration 46Q: 3 clusters Score -1.518922e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 285986 members 
Entering Unmasked Estep 
Score: -15189266.000000 Penalty: 1143.610962
	Iteration 47Q: 3 clusters Score -1.518927e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 285948 members 
Entering Unmasked Estep 
Score: -15189295.000000 Penalty: 1143.610962
	Iteration 48Q: 3 clusters Score -1.51893e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 285927 members 
Entering Unmasked Estep 
Score: -15189301.000000 Penalty: 1143.610962
	Iteration 49Q: 3 clusters Score -1.51893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 285914 members 
Entering Unmasked Estep 
Score: -15189310.000000 Penalty: 1143.610962
	Iteration 50Q: 3 clusters Score -1.518931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 285908 members 
Entering Unmasked Estep 
Score: -15189329.000000 Penalty: 1143.610962
	Iteration 51Q: 3 clusters Score -1.518933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 285905 members 
Entering Unmasked Estep 
Score: -15189325.000000 Penalty: 1143.610962
	Iteration 52Q: 3 clusters Score -1.518932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 285905 members 
Entering Unmasked Estep 
Score: -15189433.000000 Penalty: 1143.610962
	Iteration 53F: 3 clusters Score -1.518943e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 285770 members 
Entering Unmasked Estep 
Score: -15189650.000000 Penalty: 1143.610962
	Iteration 54Q: 3 clusters Score -1.518965e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 285604 members 
Entering Unmasked Estep 
Score: -15189833.000000 Penalty: 1143.610962
	Iteration 55Q: 3 clusters Score -1.518983e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 285425 members 
Entering Unmasked Estep 
Score: -15190000.000000 Penalty: 1143.610962
	Iteration 56Q: 3 clusters Score -1.519e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 285218 members 
Entering Unmasked Estep 
Score: -15190193.000000 Penalty: 1143.610962
	Iteration 57Q: 3 clusters Score -1.519019e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 285021 members 
Entering Unmasked Estep 
Score: -15190370.000000 Penalty: 1143.610962
	Iteration 58Q: 3 clusters Score -1.519037e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 284834 members 
Entering Unmasked Estep 
Score: -15190480.000000 Penalty: 1143.610962
	Iteration 59Q: 3 clusters Score -1.519048e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 284669 members 
Entering Unmasked Estep 
Score: -15190669.000000 Penalty: 1143.610962
	Iteration 60F: 3 clusters Score -1.519067e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 284441 members 
Entering Unmasked Estep 
Score: -15190821.000000 Penalty: 1143.610962
	Iteration 61Q: 3 clusters Score -1.519082e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 284186 members 
Entering Unmasked Estep 
Score: -15191078.000000 Penalty: 1143.610962
	Iteration 62Q: 3 clusters Score -1.519108e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 283932 members 
Entering Unmasked Estep 
Score: -15191212.000000 Penalty: 1143.610962
	Iteration 63Q: 3 clusters Score -1.519121e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 283675 members 
Entering Unmasked Estep 
Score: -15191383.000000 Penalty: 1143.610962
	Iteration 64Q: 3 clusters Score -1.519138e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 283414 members 
Entering Unmasked Estep 
Score: -15191567.000000 Penalty: 1143.610962
	Iteration 65Q: 3 clusters Score -1.519157e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 283169 members 
Entering Unmasked Estep 
Score: -15191696.000000 Penalty: 1143.610962
	Iteration 66Q: 3 clusters Score -1.51917e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 282947 members 
Entering Unmasked Estep 
Score: -15191851.000000 Penalty: 1143.610962
	Iteration 67Q: 3 clusters Score -1.519185e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 282759 members 
Entering Unmasked Estep 
Score: -15191944.000000 Penalty: 1143.610962
	Iteration 68Q: 3 clusters Score -1.519194e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 282571 members 
Entering Unmasked Estep 
Score: -15192035.000000 Penalty: 1143.610962
	Iteration 69Q: 3 clusters Score -1.519204e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 282391 members 
Entering Unmasked Estep 
Score: -15192128.000000 Penalty: 1143.610962
	Iteration 70Q: 3 clusters Score -1.519213e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 282229 members 
Entering Unmasked Estep 
Score: -15192206.000000 Penalty: 1143.610962
	Iteration 71Q: 3 clusters Score -1.519221e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 282088 members 
Entering Unmasked Estep 
Score: -15192297.000000 Penalty: 1143.610962
	Iteration 72Q: 3 clusters Score -1.51923e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 281960 members 
Entering Unmasked Estep 
Score: -15192340.000000 Penalty: 1143.610962
	Iteration 73Q: 3 clusters Score -1.519234e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 281861 members 
Entering Unmasked Estep 
Score: -15192409.000000 Penalty: 1143.610962
	Iteration 74Q: 3 clusters Score -1.519241e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 281773 members 
Entering Unmasked Estep 
Score: -15192425.000000 Penalty: 1143.610962
	Iteration 75Q: 3 clusters Score -1.519242e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 281695 members 
Entering Unmasked Estep 
Score: -15192458.000000 Penalty: 1143.610962
	Iteration 76Q: 3 clusters Score -1.519246e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 281623 members 
Entering Unmasked Estep 
Score: -15192474.000000 Penalty: 1143.610962
	Iteration 77Q: 3 clusters Score -1.519247e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 281558 members 
Entering Unmasked Estep 
Score: -15192524.000000 Penalty: 1143.610962
	Iteration 78Q: 3 clusters Score -1.519252e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 281509 members 
Entering Unmasked Estep 
Score: -15192532.000000 Penalty: 1143.610962
	Iteration 79Q: 3 clusters Score -1.519253e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 281462 members 
Entering Unmasked Estep 
Score: -15192588.000000 Penalty: 1143.610962
	Iteration 80F: 3 clusters Score -1.519259e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 281380 members 
Entering Unmasked Estep 
Score: -15192566.000000 Penalty: 1143.610962
	Iteration 81Q: 3 clusters Score -1.519257e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 281299 members 
Entering Unmasked Estep 
Score: -15192638.000000 Penalty: 1143.610962
	Iteration 82Q: 3 clusters Score -1.519264e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 281216 members 
Entering Unmasked Estep 
Score: -15192679.000000 Penalty: 1143.610962
	Iteration 83Q: 3 clusters Score -1.519268e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 281138 members 
Entering Unmasked Estep 
Score: -15192686.000000 Penalty: 1143.610962
	Iteration 84Q: 3 clusters Score -1.519269e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 281078 members 
Entering Unmasked Estep 
Score: -15192675.000000 Penalty: 1143.610962
	Iteration 85Q: 3 clusters Score -1.519268e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 281035 members 
Entering Unmasked Estep 
Score: -15192734.000000 Penalty: 1143.610962
	Iteration 86Q: 3 clusters Score -1.519273e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 281001 members 
Entering Unmasked Estep 
Score: -15192723.000000 Penalty: 1143.610962
	Iteration 87Q: 3 clusters Score -1.519272e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 280970 members 
Entering Unmasked Estep 
Score: -15192734.000000 Penalty: 1143.610962
	Iteration 88Q: 3 clusters Score -1.519273e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 280946 members 
Entering Unmasked Estep 
Score: -15192735.000000 Penalty: 1143.610962
	Iteration 89Q: 3 clusters Score -1.519274e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 280913 members 
Entering Unmasked Estep 
Score: -15192726.000000 Penalty: 1143.610962
	Iteration 90Q: 3 clusters Score -1.519273e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 280872 members 
Entering Unmasked Estep 
Score: -15192743.000000 Penalty: 1143.610962
	Iteration 91Q: 3 clusters Score -1.519274e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 280837 members 
Entering Unmasked Estep 
Score: -15192735.000000 Penalty: 1143.610962
	Iteration 92Q: 3 clusters Score -1.519274e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 280808 members 
Entering Unmasked Estep 
Score: -15192758.000000 Penalty: 1143.610962
	Iteration 93Q: 3 clusters Score -1.519276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 280790 members 
Entering Unmasked Estep 
Score: -15192770.000000 Penalty: 1143.610962
	Iteration 94Q: 3 clusters Score -1.519277e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 280765 members 
Entering Unmasked Estep 
Score: -15192800.000000 Penalty: 1143.610962
	Iteration 95Q: 3 clusters Score -1.51928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 280746 members 
Entering Unmasked Estep 
Score: -15192801.000000 Penalty: 1143.610962
	Iteration 96Q: 3 clusters Score -1.51928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 280728 members 
Entering Unmasked Estep 
Score: -15192828.000000 Penalty: 1143.610962
	Iteration 97Q: 3 clusters Score -1.519283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 280715 members 
Entering Unmasked Estep 
Score: -15192834.000000 Penalty: 1143.610962
	Iteration 98Q: 3 clusters Score -1.519283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 280708 members 
Entering Unmasked Estep 
Score: -15192849.000000 Penalty: 1143.610962
	Iteration 99Q: 3 clusters Score -1.519285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 280700 members 
Entering Unmasked Estep 
Score: -15192838.000000 Penalty: 1143.610962
	Iteration 100F: 3 clusters Score -1.519284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 280695 members 
Entering Unmasked Estep 
Score: -15192846.000000 Penalty: 1143.610962
	Iteration 101Q: 3 clusters Score -1.519285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 280693 members 
Entering Unmasked Estep 
Score: -15192853.000000 Penalty: 1143.610962
	Iteration 102Q: 3 clusters Score -1.519285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 280690 members 
Entering Unmasked Estep 
Score: -15192857.000000 Penalty: 1143.610962
	Iteration 103Q: 3 clusters Score -1.519286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 280688 members 
Entering Unmasked Estep 
Score: -15192856.000000 Penalty: 1143.610962
	Iteration 104Q: 3 clusters Score -1.519286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 280688 members 
Entering Unmasked Estep 
Score: -15192856.000000 Penalty: 1143.610962
	Iteration 105F: 3 clusters Score -1.519286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2962 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 25595 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 1195 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 171234 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 6288 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 1854 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 726 members 
Mstep: Class 26 contains 555 members 
Mstep: Class 27 contains 1321 members 
Mstep: Class 28 contains 280688 members 
Entering Unmasked Estep 
Score: -27444508.000000 Penalty: 16804.031250
Splitting cluster 21 changes total score from -27435788.000000 to -27444508.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -19471.376953 Penalty: 283.932556
	Iteration 0F: 2 clusters Score -19471.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19002.986328 Penalty: 567.865112
	Iteration 0F: 3 clusters Score -19002.99 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19287.623047 Penalty: 567.865112
	Iteration 1F: 3 clusters Score -19287.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19376.943359 Penalty: 567.865112
	Iteration 2F: 3 clusters Score -19376.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19409.347656 Penalty: 567.865112
	Iteration 3F: 3 clusters Score -19409.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19432.580078 Penalty: 567.865112
	Iteration 4Q: 3 clusters Score -19432.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19491.912109 Penalty: 567.865112
	Iteration 5Q: 3 clusters Score -19491.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19550.771484 Penalty: 567.865112
	Iteration 6Q: 3 clusters Score -19550.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19606.007812 Penalty: 567.865112
	Iteration 7F: 3 clusters Score -19606.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19652.644531 Penalty: 567.865112
	Iteration 8F: 3 clusters Score -19652.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19674.582031 Penalty: 567.865112
	Iteration 9Q: 3 clusters Score -19674.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19718.306641 Penalty: 567.865112
	Iteration 10Q: 3 clusters Score -19718.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19791.298828 Penalty: 567.865112
	Iteration 11F: 3 clusters Score -19791.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19816.628906 Penalty: 567.865112
	Iteration 12Q: 3 clusters Score -19816.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19824.140625 Penalty: 567.865112
	Iteration 13Q: 3 clusters Score -19824.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19824.529297 Penalty: 567.865112
	Iteration 14Q: 3 clusters Score -19824.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19824.529297 Penalty: 567.865112
	Iteration 15F: 3 clusters Score -19824.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2962 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 25595 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 1195 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 171234 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 6288 members 
Mstep: Class 22 contains 212 members 
Mstep: Class 23 contains 1854 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 726 members 
Mstep: Class 26 contains 555 members 
Mstep: Class 27 contains 1321 members 
Mstep: Class 28 contains 280688 members 
Mstep: Class 29 contains 301 members 
Entering Unmasked Estep 
Score: -27444538.000000 Penalty: 17404.173828
Splitting cluster 22 changes total score from -27435788.000000 to -27444538.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 23 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -81865.046875 Penalty: 342.392090
	Iteration 0F: 2 clusters Score -81865.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -80512.914062 Penalty: 684.784180
	Iteration 0F: 3 clusters Score -80512.91 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -81161.070312 Penalty: 684.784180
	Iteration 1F: 3 clusters Score -81161.07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -81544.492188 Penalty: 684.784180
	Iteration 2F: 3 clusters Score -81544.49 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -81988.664062 Penalty: 684.784180
	Iteration 3F: 3 clusters Score -81988.66 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -82393.000000 Penalty: 684.784180
	Iteration 4F: 3 clusters Score -82393 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -82578.406250 Penalty: 684.784180
	Iteration 5F: 3 clusters Score -82578.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -82606.039062 Penalty: 684.784180
	Iteration 6Q: 3 clusters Score -82606.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -82612.710938 Penalty: 684.784180
	Iteration 7Q: 3 clusters Score -82612.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -82624.507812 Penalty: 684.784180
	Iteration 8Q: 3 clusters Score -82624.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -82642.062500 Penalty: 684.784180
	Iteration 9Q: 3 clusters Score -82642.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -82672.070312 Penalty: 684.784180
	Iteration 10Q: 3 clusters Score -82672.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -82693.539062 Penalty: 684.784180
	Iteration 11Q: 3 clusters Score -82693.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -82706.679688 Penalty: 684.784180
	Iteration 12Q: 3 clusters Score -82706.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -82735.226562 Penalty: 684.784180
	Iteration 13Q: 3 clusters Score -82735.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -82754.007812 Penalty: 684.784180
	Iteration 14Q: 3 clusters Score -82754.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -82766.687500 Penalty: 684.784180
	Iteration 15Q: 3 clusters Score -82766.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -82779.757812 Penalty: 684.784180
	Iteration 16Q: 3 clusters Score -82779.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -82787.359375 Penalty: 684.784180
	Iteration 17Q: 3 clusters Score -82787.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -82790.820312 Penalty: 684.784180
	Iteration 18Q: 3 clusters Score -82790.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -82791.226562 Penalty: 684.784180
	Iteration 19Q: 3 clusters Score -82791.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -82791.453125 Penalty: 684.784180
	Iteration 20F: 3 clusters Score -82791.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -82792.195312 Penalty: 684.784180
	Iteration 21Q: 3 clusters Score -82792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -82792.703125 Penalty: 684.784180
	Iteration 22Q: 3 clusters Score -82792.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -82792.843750 Penalty: 684.784180
	Iteration 23Q: 3 clusters Score -82792.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -82792.843750 Penalty: 684.784180
	Iteration 24F: 3 clusters Score -82792.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2962 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 25595 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 1195 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 171234 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 6288 members 
Mstep: Class 22 contains 212 members 
Mstep: Class 23 contains 800 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 726 members 
Mstep: Class 26 contains 555 members 
Mstep: Class 27 contains 1321 members 
Mstep: Class 28 contains 280688 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 1054 members 
Entering Unmasked Estep 
Score: -27445244.000000 Penalty: 18004.318359
Splitting cluster 23 changes total score from -27435788.000000 to -27445244.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2962 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 380 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 25595 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 1195 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 21 contains 6288 members 
Mstep: Class 22 contains 212 members 
Mstep: Class 23 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27446724.000000 Penalty: 18004.318359
Iteration 39Q: 31 clusters Score -2.744672e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 2956 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 25748 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 1353 members 
Mstep: Class 9 contains 1242 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 169519 members 
Mstep: Class 15 contains 7873 members 
Mstep: Class 16 contains 2122 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 11180 members 
Mstep: Class 19 contains 4980 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 6406 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 851 members 
Mstep: Class 24 contains 166 members 
Mstep: Class 25 contains 757 members 
Mstep: Class 26 contains 556 members 
Mstep: Class 27 contains 1647 members 
Mstep: Class 28 contains 281604 members 
Mstep: Class 29 contains 251 members 
Mstep: Class 30 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27447796.000000 Penalty: 18004.318359
Iteration 40F: 31 clusters Score -2.74478e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 2947 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1446 members 
Mstep: Class 4 contains 25686 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 1250 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 168504 members 
Mstep: Class 15 contains 7740 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 4952 members 
Mstep: Class 20 contains 463 members 
Mstep: Class 21 contains 6512 members 
Mstep: Class 22 contains 198 members 
Mstep: Class 23 contains 892 members 
Mstep: Class 24 contains 172 members 
Mstep: Class 25 contains 779 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 282460 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448214.000000 Penalty: 18004.318359
Iteration 41Q: 31 clusters Score -2.744821e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 2946 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1458 members 
Mstep: Class 4 contains 25656 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 1548 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 1493 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 167783 members 
Mstep: Class 15 contains 7647 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 429 members 
Mstep: Class 18 contains 11024 members 
Mstep: Class 19 contains 4947 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 6630 members 
Mstep: Class 22 contains 191 members 
Mstep: Class 23 contains 905 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 558 members 
Mstep: Class 27 contains 1995 members 
Mstep: Class 28 contains 282936 members 
Mstep: Class 29 contains 211 members 
Mstep: Class 30 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448394.000000 Penalty: 18004.318359
Iteration 42Q: 31 clusters Score -2.744839e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 2946 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 25625 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 235 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 1250 members 
Mstep: Class 10 contains 4688 members 
Mstep: Class 11 contains 419 members 
Mstep: Class 12 contains 1472 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 167286 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 2236 members 
Mstep: Class 17 contains 432 members 
Mstep: Class 18 contains 10974 members 
Mstep: Class 19 contains 4944 members 
Mstep: Class 20 contains 467 members 
Mstep: Class 21 contains 6774 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 553 members 
Mstep: Class 27 contains 2095 members 
Mstep: Class 28 contains 283160 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 1028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448564.000000 Penalty: 18004.318359
Iteration 43Q: 31 clusters Score -2.744856e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 2946 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 25610 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 1252 members 
Mstep: Class 10 contains 4743 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 166909 members 
Mstep: Class 15 contains 7518 members 
Mstep: Class 16 contains 2262 members 
Mstep: Class 17 contains 433 members 
Mstep: Class 18 contains 10920 members 
Mstep: Class 19 contains 4950 members 
Mstep: Class 20 contains 467 members 
Mstep: Class 21 contains 6937 members 
Mstep: Class 22 contains 192 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 2166 members 
Mstep: Class 28 contains 283242 members 
Mstep: Class 29 contains 201 members 
Mstep: Class 30 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448676.000000 Penalty: 18004.318359
Iteration 44Q: 31 clusters Score -2.744868e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 2946 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 25616 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 1797 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4785 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 1445 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 166594 members 
Mstep: Class 15 contains 7459 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 18 contains 10881 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 465 members 
Mstep: Class 21 contains 7110 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 809 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 2218 members 
Mstep: Class 28 contains 283250 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448760.000000 Penalty: 18004.318359
Iteration 45Q: 31 clusters Score -2.744876e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 2947 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 25641 members 
Mstep: Class 5 contains 504 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4842 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 1436 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 166323 members 
Mstep: Class 15 contains 7394 members 
Mstep: Class 16 contains 2303 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 10826 members 
Mstep: Class 19 contains 4977 members 
Mstep: Class 20 contains 462 members 
Mstep: Class 21 contains 7279 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 813 members 
Mstep: Class 26 contains 548 members 
Mstep: Class 27 contains 2253 members 
Mstep: Class 28 contains 283241 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 1036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448600.000000 Penalty: 18004.318359
Iteration 46Q: 31 clusters Score -2.74486e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 2947 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1521 members 
Mstep: Class 4 contains 25705 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 206 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1911 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 1429 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 166130 members 
Mstep: Class 15 contains 7318 members 
Mstep: Class 16 contains 2325 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 10760 members 
Mstep: Class 19 contains 4989 members 
Mstep: Class 20 contains 455 members 
Mstep: Class 21 contains 7439 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 814 members 
Mstep: Class 26 contains 546 members 
Mstep: Class 27 contains 2281 members 
Mstep: Class 28 contains 283173 members 
Mstep: Class 29 contains 196 members 
Mstep: Class 30 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448714.000000 Penalty: 18004.318359
Iteration 47Q: 31 clusters Score -2.744871e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 2947 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1525 members 
Mstep: Class 4 contains 25792 members 
Mstep: Class 5 contains 527 members 
Mstep: Class 6 contains 202 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 1426 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 165946 members 
Mstep: Class 15 contains 7247 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 10696 members 
Mstep: Class 19 contains 5002 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 7610 members 
Mstep: Class 22 contains 185 members 
Mstep: Class 23 contains 919 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 544 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 283063 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 1043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448728.000000 Penalty: 18004.318359
Iteration 48Q: 31 clusters Score -2.744873e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 2947 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 25847 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 2009 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 1425 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 165738 members 
Mstep: Class 15 contains 7163 members 
Mstep: Class 16 contains 2371 members 
Mstep: Class 17 contains 448 members 
Mstep: Class 18 contains 10652 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 21 contains 7768 members 
Mstep: Class 22 contains 186 members 
Mstep: Class 23 contains 923 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2331 members 
Mstep: Class 28 contains 283023 members 
Mstep: Class 29 contains 187 members 
Mstep: Class 30 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448814.000000 Penalty: 18004.318359
Iteration 49Q: 31 clusters Score -2.744881e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 2947 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 25913 members 
Mstep: Class 5 contains 543 members 
Mstep: Class 6 contains 193 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 1425 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 165541 members 
Mstep: Class 15 contains 7097 members 
Mstep: Class 16 contains 2385 members 
Mstep: Class 17 contains 450 members 
Mstep: Class 18 contains 10598 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 7920 members 
Mstep: Class 22 contains 186 members 
Mstep: Class 23 contains 930 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 282991 members 
Mstep: Class 29 contains 180 members 
Mstep: Class 30 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448956.000000 Penalty: 18004.318359
Iteration 50Q: 31 clusters Score -2.744896e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 2947 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1548 members 
Mstep: Class 4 contains 25957 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 192 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 2067 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 5097 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 1425 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 165352 members 
Mstep: Class 15 contains 7041 members 
Mstep: Class 16 contains 2396 members 
Mstep: Class 17 contains 450 members 
Mstep: Class 18 contains 10557 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 8089 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 941 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2360 members 
Mstep: Class 28 contains 282952 members 
Mstep: Class 29 contains 167 members 
Mstep: Class 30 contains 1045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448968.000000 Penalty: 18004.318359
Iteration 51Q: 31 clusters Score -2.744897e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 2947 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 190 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 2093 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 5143 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 1424 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 165167 members 
Mstep: Class 15 contains 6968 members 
Mstep: Class 16 contains 2414 members 
Mstep: Class 17 contains 452 members 
Mstep: Class 18 contains 10506 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 8250 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2370 members 
Mstep: Class 28 contains 282901 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 1045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449036.000000 Penalty: 18004.318359
Iteration 52Q: 31 clusters Score -2.744904e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 2947 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1565 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 186 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 5196 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 1422 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 165032 members 
Mstep: Class 15 contains 6902 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 17 contains 452 members 
Mstep: Class 18 contains 10460 members 
Mstep: Class 19 contains 5001 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 8417 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 958 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282785 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449176.000000 Penalty: 18004.318359
Iteration 53Q: 31 clusters Score -2.744918e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 2947 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1573 members 
Mstep: Class 4 contains 26216 members 
Mstep: Class 5 contains 560 members 
Mstep: Class 6 contains 186 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 2142 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 5246 members 
Mstep: Class 11 contains 425 members 
Mstep: Class 12 contains 1420 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 164866 members 
Mstep: Class 15 contains 6832 members 
Mstep: Class 16 contains 2442 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 10423 members 
Mstep: Class 19 contains 4994 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 8571 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2394 members 
Mstep: Class 28 contains 282722 members 
Mstep: Class 29 contains 146 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449234.000000 Penalty: 18004.318359
Iteration 54Q: 31 clusters Score -2.744923e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 2947 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1585 members 
Mstep: Class 4 contains 26333 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 185 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 2170 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 5278 members 
Mstep: Class 11 contains 426 members 
Mstep: Class 12 contains 1418 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 164712 members 
Mstep: Class 15 contains 6746 members 
Mstep: Class 16 contains 2459 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 4984 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 961 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2401 members 
Mstep: Class 28 contains 282659 members 
Mstep: Class 29 contains 145 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449232.000000 Penalty: 18004.318359
Iteration 55Q: 31 clusters Score -2.744923e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 2947 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1588 members 
Mstep: Class 4 contains 26487 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 426 members 
Mstep: Class 12 contains 1417 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 164573 members 
Mstep: Class 15 contains 6648 members 
Mstep: Class 16 contains 2480 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 8851 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2411 members 
Mstep: Class 28 contains 282599 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449302.000000 Penalty: 18004.318359
Iteration 56Q: 31 clusters Score -2.74493e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 2947 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1590 members 
Mstep: Class 4 contains 26648 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 5340 members 
Mstep: Class 11 contains 426 members 
Mstep: Class 12 contains 1417 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 164424 members 
Mstep: Class 15 contains 6552 members 
Mstep: Class 16 contains 2491 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 10284 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2416 members 
Mstep: Class 28 contains 282538 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449376.000000 Penalty: 18004.318359
Iteration 57Q: 31 clusters Score -2.744938e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 2947 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1591 members 
Mstep: Class 4 contains 26783 members 
Mstep: Class 5 contains 574 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 2222 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 426 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 164300 members 
Mstep: Class 15 contains 6450 members 
Mstep: Class 16 contains 2492 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 10252 members 
Mstep: Class 19 contains 4945 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 9101 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2420 members 
Mstep: Class 28 contains 282487 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449448.000000 Penalty: 18004.318359
Iteration 58Q: 31 clusters Score -2.744945e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 2947 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1599 members 
Mstep: Class 4 contains 26911 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 179 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 2240 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 426 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 164184 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 2492 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 10208 members 
Mstep: Class 19 contains 4936 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 9215 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 801 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 282434 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449508.000000 Penalty: 18004.318359
Iteration 59Q: 31 clusters Score -2.744951e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 2947 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1603 members 
Mstep: Class 4 contains 27031 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 6 contains 177 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 5477 members 
Mstep: Class 11 contains 426 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 164064 members 
Mstep: Class 15 contains 6283 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 10159 members 
Mstep: Class 19 contains 4927 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 9315 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 801 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2423 members 
Mstep: Class 28 contains 282400 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449512.000000 Penalty: 18004.318359
Iteration 60F: 31 clusters Score -2.744951e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 1610 members 
Mstep: Class 4 contains 27165 members 
Mstep: Class 5 contains 582 members 
Mstep: Class 6 contains 178 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 5517 members 
Mstep: Class 11 contains 426 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 163944 members 
Mstep: Class 15 contains 6197 members 
Mstep: Class 16 contains 2496 members 
Mstep: Class 17 contains 440 members 
Mstep: Class 18 contains 10122 members 
Mstep: Class 19 contains 4919 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 9398 members 
Mstep: Class 22 contains 188 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 801 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2427 members 
Mstep: Class 28 contains 282362 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449716.000000 Penalty: 18004.318359
Iteration 61Q: 31 clusters Score -2.744972e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 27294 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 178 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2298 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 5551 members 
Mstep: Class 11 contains 426 members 
Mstep: Class 12 contains 1410 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 163813 members 
Mstep: Class 15 contains 6137 members 
Mstep: Class 16 contains 2490 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 10078 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 9490 members 
Mstep: Class 22 contains 188 members 
Mstep: Class 23 contains 966 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2430 members 
Mstep: Class 28 contains 282329 members 
Mstep: Class 29 contains 140 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449818.000000 Penalty: 18004.318359
Iteration 62Q: 31 clusters Score -2.744982e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 27422 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 5573 members 
Mstep: Class 11 contains 426 members 
Mstep: Class 12 contains 1407 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 163671 members 
Mstep: Class 15 contains 6099 members 
Mstep: Class 16 contains 2491 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 10027 members 
Mstep: Class 19 contains 4892 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 9590 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 967 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2439 members 
Mstep: Class 28 contains 282291 members 
Mstep: Class 29 contains 138 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449876.000000 Penalty: 18004.318359
Iteration 63Q: 31 clusters Score -2.744988e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 27519 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 5597 members 
Mstep: Class 11 contains 426 members 
Mstep: Class 12 contains 1407 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 163508 members 
Mstep: Class 15 contains 6067 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 420 members 
Mstep: Class 18 contains 9992 members 
Mstep: Class 19 contains 4870 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 9709 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 969 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2445 members 
Mstep: Class 28 contains 282289 members 
Mstep: Class 29 contains 136 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27449920.000000 Penalty: 18004.318359
Iteration 64Q: 31 clusters Score -2.744992e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 27627 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2342 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 5618 members 
Mstep: Class 11 contains 426 members 
Mstep: Class 12 contains 1406 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 163339 members 
Mstep: Class 15 contains 6024 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 9944 members 
Mstep: Class 19 contains 4843 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 9836 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 282307 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450022.000000 Penalty: 18004.318359
Iteration 65Q: 31 clusters Score -2.745002e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 27736 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2357 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 5637 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1406 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 163188 members 
Mstep: Class 15 contains 5981 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 9895 members 
Mstep: Class 19 contains 4811 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2449 members 
Mstep: Class 28 contains 282307 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450000.000000 Penalty: 18004.318359
Iteration 66Q: 31 clusters Score -2.745e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 27854 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 5654 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1406 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 163059 members 
Mstep: Class 15 contains 5917 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 9845 members 
Mstep: Class 19 contains 4786 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 10081 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2449 members 
Mstep: Class 28 contains 282306 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450094.000000 Penalty: 18004.318359
Iteration 67Q: 31 clusters Score -2.745009e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 27961 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 5669 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1407 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 162928 members 
Mstep: Class 15 contains 5863 members 
Mstep: Class 16 contains 2498 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 9805 members 
Mstep: Class 19 contains 4761 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 10213 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2448 members 
Mstep: Class 28 contains 282307 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450238.000000 Penalty: 18004.318359
Iteration 68Q: 31 clusters Score -2.745024e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 28089 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2343 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 5682 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1407 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 162781 members 
Mstep: Class 15 contains 5797 members 
Mstep: Class 16 contains 2499 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 9761 members 
Mstep: Class 19 contains 4742 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 10325 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 801 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 282333 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450258.000000 Penalty: 18004.318359
Iteration 69Q: 31 clusters Score -2.745026e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 28235 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2339 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 5695 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1407 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 162642 members 
Mstep: Class 15 contains 5741 members 
Mstep: Class 16 contains 2491 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 9720 members 
Mstep: Class 19 contains 4720 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 10436 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 282339 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450280.000000 Penalty: 18004.318359
Iteration 70Q: 31 clusters Score -2.745028e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 28386 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2339 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 5714 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1407 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 162507 members 
Mstep: Class 15 contains 5677 members 
Mstep: Class 16 contains 2494 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 4696 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 10556 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2437 members 
Mstep: Class 28 contains 282325 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450388.000000 Penalty: 18004.318359
Iteration 71Q: 31 clusters Score -2.745039e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 28533 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 5749 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 162396 members 
Mstep: Class 15 contains 5617 members 
Mstep: Class 16 contains 2494 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 9599 members 
Mstep: Class 19 contains 4677 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 10656 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2434 members 
Mstep: Class 28 contains 282308 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450430.000000 Penalty: 18004.318359
Iteration 72Q: 31 clusters Score -2.745043e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1636 members 
Mstep: Class 4 contains 28670 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 5779 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 162284 members 
Mstep: Class 15 contains 5535 members 
Mstep: Class 16 contains 2504 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9534 members 
Mstep: Class 19 contains 4657 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 10735 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2428 members 
Mstep: Class 28 contains 282340 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450482.000000 Penalty: 18004.318359
Iteration 73Q: 31 clusters Score -2.745048e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1643 members 
Mstep: Class 4 contains 28805 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 5808 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 162183 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2508 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9477 members 
Mstep: Class 19 contains 4638 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 10805 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 795 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 282364 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450474.000000 Penalty: 18004.318359
Iteration 74Q: 31 clusters Score -2.745047e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 28954 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 5839 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1407 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 162114 members 
Mstep: Class 15 contains 5374 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9417 members 
Mstep: Class 19 contains 4621 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 10889 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 794 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2416 members 
Mstep: Class 28 contains 282327 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450552.000000 Penalty: 18004.318359
Iteration 75Q: 31 clusters Score -2.745055e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 29106 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 5862 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1406 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 162025 members 
Mstep: Class 15 contains 5289 members 
Mstep: Class 16 contains 2518 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9352 members 
Mstep: Class 19 contains 4614 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 10956 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 793 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 282327 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450606.000000 Penalty: 18004.318359
Iteration 76Q: 31 clusters Score -2.745061e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 29257 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 5874 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1404 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 161937 members 
Mstep: Class 15 contains 5217 members 
Mstep: Class 16 contains 2519 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9301 members 
Mstep: Class 19 contains 4603 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11025 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 793 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2409 members 
Mstep: Class 28 contains 282310 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450688.000000 Penalty: 18004.318359
Iteration 77Q: 31 clusters Score -2.745069e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 29424 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2346 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 5881 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1403 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 161855 members 
Mstep: Class 15 contains 5131 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9243 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11089 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 793 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2408 members 
Mstep: Class 28 contains 282301 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450738.000000 Penalty: 18004.318359
Iteration 78Q: 31 clusters Score -2.745074e+07 nChanged 464
Entering ConstructFrom: 
Score: -27450738.000000 Penalty: 18004.318359
Entering ConstructFrom: 
Trying to split cluster 1 (3945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Entering Unmasked Estep 
Score: -199352.171875 Penalty: 376.749268
	Iteration 0F: 2 clusters Score -199352.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -196678.125000 Penalty: 753.498535
	Iteration 0F: 3 clusters Score -196678.1 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -197595.218750 Penalty: 753.498535
	Iteration 1F: 3 clusters Score -197595.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -197693.718750 Penalty: 753.498535
	Iteration 2F: 3 clusters Score -197693.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -197778.796875 Penalty: 753.498535
	Iteration 3F: 3 clusters Score -197778.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -197858.765625 Penalty: 753.498535
	Iteration 4Q: 3 clusters Score -197858.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -197958.468750 Penalty: 753.498535
	Iteration 5Q: 3 clusters Score -197958.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -198063.578125 Penalty: 753.498535
	Iteration 6F: 3 clusters Score -198063.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -198203.875000 Penalty: 753.498535
	Iteration 7F: 3 clusters Score -198203.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -198403.109375 Penalty: 753.498535
	Iteration 8F: 3 clusters Score -198403.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -198605.781250 Penalty: 753.498535
	Iteration 9F: 3 clusters Score -198605.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -198802.546875 Penalty: 753.498535
	Iteration 10F: 3 clusters Score -198802.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -198957.796875 Penalty: 753.498535
	Iteration 11Q: 3 clusters Score -198957.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -199069.218750 Penalty: 753.498535
	Iteration 12Q: 3 clusters Score -199069.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -199143.812500 Penalty: 753.498535
	Iteration 13Q: 3 clusters Score -199143.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -199204.390625 Penalty: 753.498535
	Iteration 14Q: 3 clusters Score -199204.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -199246.750000 Penalty: 753.498535
	Iteration 15Q: 3 clusters Score -199246.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -199267.140625 Penalty: 753.498535
	Iteration 16Q: 3 clusters Score -199267.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -199276.328125 Penalty: 753.498535
	Iteration 17Q: 3 clusters Score -199276.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -199285.750000 Penalty: 753.498535
	Iteration 18Q: 3 clusters Score -199285.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -199292.937500 Penalty: 753.498535
	Iteration 19Q: 3 clusters Score -199292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -199293.734375 Penalty: 753.498535
	Iteration 20F: 3 clusters Score -199293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -199294.343750 Penalty: 753.498535
	Iteration 21Q: 3 clusters Score -199294.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -199296.000000 Penalty: 753.498535
	Iteration 22Q: 3 clusters Score -199296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -199297.140625 Penalty: 753.498535
	Iteration 23Q: 3 clusters Score -199297.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -199297.140625 Penalty: 753.498535
	Iteration 24F: 3 clusters Score -199297.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -17032.367188 Penalty: 269.431824
	Iteration 0F: 2 clusters Score -17032.37 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 184 members 
Entering Unmasked Estep 
Score: -16661.527344 Penalty: 538.863647
	Iteration 0F: 3 clusters Score -16661.53 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16884.078125 Penalty: 538.863647
	Iteration 1F: 3 clusters Score -16884.08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17132.732422 Penalty: 538.863647
	Iteration 2F: 3 clusters Score -17132.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17297.486328 Penalty: 538.863647
	Iteration 3F: 3 clusters Score -17297.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -17314.953125 Penalty: 538.863647
	Iteration 4Q: 3 clusters Score -17314.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -17314.953125 Penalty: 538.863647
	Iteration 5F: 3 clusters Score -17314.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 119 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 29589 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 5895 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1403 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 161782 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9189 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11141 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 282299 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Mstep: Class 31 contains 254 members 
Entering Unmasked Estep 
Score: -27450762.000000 Penalty: 18604.462891
Splitting cluster 2 changes total score from -27450738.000000 to -27450762.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 3 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -90096.835938 Penalty: 336.977692
	Iteration 0F: 2 clusters Score -90096.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -88905.640625 Penalty: 673.955383
	Iteration 0F: 3 clusters Score -88905.64 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -89241.296875 Penalty: 673.955383
	Iteration 1F: 3 clusters Score -89241.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -89316.875000 Penalty: 673.955383
	Iteration 2F: 3 clusters Score -89316.88 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -89392.890625 Penalty: 673.955383
	Iteration 3F: 3 clusters Score -89392.89 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -89462.421875 Penalty: 673.955383
	Iteration 4F: 3 clusters Score -89462.42 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89532.898438 Penalty: 673.955383
	Iteration 5F: 3 clusters Score -89532.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -89600.945312 Penalty: 673.955383
	Iteration 6Q: 3 clusters Score -89600.95 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -89650.718750 Penalty: 673.955383
	Iteration 7Q: 3 clusters Score -89650.72 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -89695.257812 Penalty: 673.955383
	Iteration 8Q: 3 clusters Score -89695.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -89721.937500 Penalty: 673.955383
	Iteration 9Q: 3 clusters Score -89721.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89750.187500 Penalty: 673.955383
	Iteration 10Q: 3 clusters Score -89750.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -89767.937500 Penalty: 673.955383
	Iteration 11Q: 3 clusters Score -89767.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -89776.726562 Penalty: 673.955383
	Iteration 12Q: 3 clusters Score -89776.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -89788.765625 Penalty: 673.955383
	Iteration 13Q: 3 clusters Score -89788.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -89795.937500 Penalty: 673.955383
	Iteration 14Q: 3 clusters Score -89795.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -89802.367188 Penalty: 673.955383
	Iteration 15Q: 3 clusters Score -89802.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -89807.796875 Penalty: 673.955383
	Iteration 16Q: 3 clusters Score -89807.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -89809.703125 Penalty: 673.955383
	Iteration 17Q: 3 clusters Score -89809.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89812.828125 Penalty: 673.955383
	Iteration 18Q: 3 clusters Score -89812.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -89814.804688 Penalty: 673.955383
	Iteration 19Q: 3 clusters Score -89814.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -89816.632812 Penalty: 673.955383
	Iteration 20F: 3 clusters Score -89816.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89816.937500 Penalty: 673.955383
	Iteration 21Q: 3 clusters Score -89816.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89817.101562 Penalty: 673.955383
	Iteration 22Q: 3 clusters Score -89817.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89817.453125 Penalty: 673.955383
	Iteration 23Q: 3 clusters Score -89817.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -89817.929688 Penalty: 673.955383
	Iteration 24Q: 3 clusters Score -89817.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89819.359375 Penalty: 673.955383
	Iteration 25Q: 3 clusters Score -89819.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -89819.851562 Penalty: 673.955383
	Iteration 26Q: 3 clusters Score -89819.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -89820.125000 Penalty: 673.955383
	Iteration 27Q: 3 clusters Score -89820.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89820.375000 Penalty: 673.955383
	Iteration 28Q: 3 clusters Score -89820.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89820.960938 Penalty: 673.955383
	Iteration 29Q: 3 clusters Score -89820.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -89821.078125 Penalty: 673.955383
	Iteration 30Q: 3 clusters Score -89821.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -89821.492188 Penalty: 673.955383
	Iteration 31Q: 3 clusters Score -89821.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -89822.609375 Penalty: 673.955383
	Iteration 32Q: 3 clusters Score -89822.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -89823.843750 Penalty: 673.955383
	Iteration 33Q: 3 clusters Score -89823.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -89824.585938 Penalty: 673.955383
	Iteration 34Q: 3 clusters Score -89824.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -89825.375000 Penalty: 673.955383
	Iteration 35Q: 3 clusters Score -89825.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -89825.679688 Penalty: 673.955383
	Iteration 36Q: 3 clusters Score -89825.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -89825.921875 Penalty: 673.955383
	Iteration 37Q: 3 clusters Score -89825.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -89826.039062 Penalty: 673.955383
	Iteration 38Q: 3 clusters Score -89826.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89826.031250 Penalty: 673.955383
	Iteration 39Q: 3 clusters Score -89826.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89826.062500 Penalty: 673.955383
	Iteration 40F: 3 clusters Score -89826.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89826.578125 Penalty: 673.955383
	Iteration 41Q: 3 clusters Score -89826.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89826.578125 Penalty: 673.955383
	Iteration 42F: 3 clusters Score -89826.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Entering Unmasked Estep 
Score: -1511147.125000 Penalty: 468.429718
	Iteration 0F: 2 clusters Score -1511147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1491439.750000 Penalty: 936.859436
	Iteration 0F: 3 clusters Score -1491440 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1499678.250000 Penalty: 936.859436
	Iteration 1F: 3 clusters Score -1499678 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1500207.250000 Penalty: 936.859436
	Iteration 2Q: 3 clusters Score -1500207 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1500928.875000 Penalty: 936.859436
	Iteration 3F: 3 clusters Score -1500929 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1502100.000000 Penalty: 936.859436
	Iteration 4F: 3 clusters Score -1502100 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1503805.375000 Penalty: 936.859436
	Iteration 5F: 3 clusters Score -1503805 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1505487.500000 Penalty: 936.859436
	Iteration 6F: 3 clusters Score -1505488 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1506410.125000 Penalty: 936.859436
	Iteration 7F: 3 clusters Score -1506410 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1506768.000000 Penalty: 936.859436
	Iteration 8Q: 3 clusters Score -1506768 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1506932.875000 Penalty: 936.859436
	Iteration 9Q: 3 clusters Score -1506933 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1507079.250000 Penalty: 936.859436
	Iteration 10Q: 3 clusters Score -1507079 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1507246.625000 Penalty: 936.859436
	Iteration 11Q: 3 clusters Score -1507247 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1507453.500000 Penalty: 936.859436
	Iteration 12Q: 3 clusters Score -1507454 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1507676.500000 Penalty: 936.859436
	Iteration 13Q: 3 clusters Score -1507676 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1507926.000000 Penalty: 936.859436
	Iteration 14Q: 3 clusters Score -1507926 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1508255.000000 Penalty: 936.859436
	Iteration 15Q: 3 clusters Score -1508255 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1508666.125000 Penalty: 936.859436
	Iteration 16Q: 3 clusters Score -1508666 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1509061.375000 Penalty: 936.859436
	Iteration 17Q: 3 clusters Score -1509061 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1509451.125000 Penalty: 936.859436
	Iteration 18Q: 3 clusters Score -1509451 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1509753.250000 Penalty: 936.859436
	Iteration 19Q: 3 clusters Score -1509753 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1509987.375000 Penalty: 936.859436
	Iteration 20F: 3 clusters Score -1509987 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1510136.125000 Penalty: 936.859436
	Iteration 21Q: 3 clusters Score -1510136 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1510254.750000 Penalty: 936.859436
	Iteration 22Q: 3 clusters Score -1510255 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1510343.500000 Penalty: 936.859436
	Iteration 23Q: 3 clusters Score -1510344 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1510413.750000 Penalty: 936.859436
	Iteration 24Q: 3 clusters Score -1510414 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1510461.500000 Penalty: 936.859436
	Iteration 25Q: 3 clusters Score -1510462 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1510517.875000 Penalty: 936.859436
	Iteration 26Q: 3 clusters Score -1510518 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1510564.375000 Penalty: 936.859436
	Iteration 27Q: 3 clusters Score -1510564 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1510597.875000 Penalty: 936.859436
	Iteration 28Q: 3 clusters Score -1510598 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1510625.125000 Penalty: 936.859436
	Iteration 29Q: 3 clusters Score -1510625 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1510659.375000 Penalty: 936.859436
	Iteration 30Q: 3 clusters Score -1510659 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1510669.375000 Penalty: 936.859436
	Iteration 31Q: 3 clusters Score -1510669 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1510689.500000 Penalty: 936.859436
	Iteration 32Q: 3 clusters Score -1510690 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1510706.375000 Penalty: 936.859436
	Iteration 33Q: 3 clusters Score -1510706 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1510740.125000 Penalty: 936.859436
	Iteration 34Q: 3 clusters Score -1510740 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1510755.125000 Penalty: 936.859436
	Iteration 35Q: 3 clusters Score -1510755 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1510768.125000 Penalty: 936.859436
	Iteration 36Q: 3 clusters Score -1510768 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1510789.750000 Penalty: 936.859436
	Iteration 37Q: 3 clusters Score -1510790 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1510800.625000 Penalty: 936.859436
	Iteration 38Q: 3 clusters Score -1510801 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1510802.375000 Penalty: 936.859436
	Iteration 39Q: 3 clusters Score -1510802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1510810.375000 Penalty: 936.859436
	Iteration 40F: 3 clusters Score -1510810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1510815.375000 Penalty: 936.859436
	Iteration 41Q: 3 clusters Score -1510815 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1510819.750000 Penalty: 936.859436
	Iteration 42Q: 3 clusters Score -1510820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1510826.250000 Penalty: 936.859436
	Iteration 43Q: 3 clusters Score -1510826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1510823.125000 Penalty: 936.859436
	Iteration 44Q: 3 clusters Score -1510823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1510824.625000 Penalty: 936.859436
	Iteration 45Q: 3 clusters Score -1510825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1510826.000000 Penalty: 936.859436
	Iteration 46Q: 3 clusters Score -1510826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1510828.375000 Penalty: 936.859436
	Iteration 47Q: 3 clusters Score -1510828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1510831.000000 Penalty: 936.859436
	Iteration 48Q: 3 clusters Score -1510831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1510835.875000 Penalty: 936.859436
	Iteration 49Q: 3 clusters Score -1510836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1510840.750000 Penalty: 936.859436
	Iteration 50Q: 3 clusters Score -1510841 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1510840.625000 Penalty: 936.859436
	Iteration 51Q: 3 clusters Score -1510841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1510845.125000 Penalty: 936.859436
	Iteration 52Q: 3 clusters Score -1510845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1510849.500000 Penalty: 936.859436
	Iteration 53Q: 3 clusters Score -1510850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1510851.875000 Penalty: 936.859436
	Iteration 54Q: 3 clusters Score -1510852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1510858.000000 Penalty: 936.859436
	Iteration 55Q: 3 clusters Score -1510858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1510854.125000 Penalty: 936.859436
	Iteration 56Q: 3 clusters Score -1510854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1510855.250000 Penalty: 936.859436
	Iteration 57Q: 3 clusters Score -1510855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1510859.375000 Penalty: 936.859436
	Iteration 58Q: 3 clusters Score -1510859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1510860.000000 Penalty: 936.859436
	Iteration 59Q: 3 clusters Score -1510860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1510865.000000 Penalty: 936.859436
	Iteration 60F: 3 clusters Score -1510865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1510861.250000 Penalty: 936.859436
	Iteration 61Q: 3 clusters Score -1510861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1510866.625000 Penalty: 936.859436
	Iteration 62Q: 3 clusters Score -1510867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1510866.625000 Penalty: 936.859436
	Iteration 63Q: 3 clusters Score -1510867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1510863.500000 Penalty: 936.859436
	Iteration 64Q: 3 clusters Score -1510864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1510865.500000 Penalty: 936.859436
	Iteration 65Q: 3 clusters Score -1510866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1510864.875000 Penalty: 936.859436
	Iteration 66Q: 3 clusters Score -1510865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1510868.500000 Penalty: 936.859436
	Iteration 67Q: 3 clusters Score -1510868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1510868.625000 Penalty: 936.859436
	Iteration 68Q: 3 clusters Score -1510869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1510868.750000 Penalty: 936.859436
	Iteration 69Q: 3 clusters Score -1510869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1510867.875000 Penalty: 936.859436
	Iteration 70Q: 3 clusters Score -1510868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1510868.250000 Penalty: 936.859436
	Iteration 71Q: 3 clusters Score -1510868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1510867.500000 Penalty: 936.859436
	Iteration 72Q: 3 clusters Score -1510868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1510867.500000 Penalty: 936.859436
	Iteration 73F: 3 clusters Score -1510868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -26446.091797 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -26446.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -25900.513672 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -25900.51 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26099.347656 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -26099.35 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26192.355469 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -26192.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26255.640625 Penalty: 581.968811
	Iteration 3F: 3 clusters Score -26255.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26280.158203 Penalty: 581.968811
	Iteration 4F: 3 clusters Score -26280.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26292.244141 Penalty: 581.968811
	Iteration 5Q: 3 clusters Score -26292.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26301.925781 Penalty: 581.968811
	Iteration 6Q: 3 clusters Score -26301.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26315.769531 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -26315.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26332.134766 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -26332.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26341.470703 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -26341.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26356.189453 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -26356.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26364.746094 Penalty: 581.968811
	Iteration 11Q: 3 clusters Score -26364.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26373.927734 Penalty: 581.968811
	Iteration 12Q: 3 clusters Score -26373.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26391.398438 Penalty: 581.968811
	Iteration 13Q: 3 clusters Score -26391.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26415.703125 Penalty: 581.968811
	Iteration 14Q: 3 clusters Score -26415.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26453.037109 Penalty: 581.968811
	Iteration 15Q: 3 clusters Score -26453.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26489.724609 Penalty: 581.968811
	Iteration 16Q: 3 clusters Score -26489.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26514.814453 Penalty: 581.968811
	Iteration 17Q: 3 clusters Score -26514.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26535.515625 Penalty: 581.968811
	Iteration 18Q: 3 clusters Score -26535.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26544.796875 Penalty: 581.968811
	Iteration 19Q: 3 clusters Score -26544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26548.722656 Penalty: 581.968811
	Iteration 20F: 3 clusters Score -26548.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26550.468750 Penalty: 581.968811
	Iteration 21Q: 3 clusters Score -26550.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26552.181641 Penalty: 581.968811
	Iteration 22Q: 3 clusters Score -26552.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26558.156250 Penalty: 581.968811
	Iteration 23Q: 3 clusters Score -26558.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26559.316406 Penalty: 581.968811
	Iteration 24Q: 3 clusters Score -26559.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26561.001953 Penalty: 581.968811
	Iteration 25Q: 3 clusters Score -26561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26564.193359 Penalty: 581.968811
	Iteration 26Q: 3 clusters Score -26564.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26567.560547 Penalty: 581.968811
	Iteration 27Q: 3 clusters Score -26567.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26567.560547 Penalty: 581.968811
	Iteration 28F: 3 clusters Score -26567.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 119 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 29589 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 5895 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1403 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 161782 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9189 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11141 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 282299 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 248 members 
Entering Unmasked Estep 
Score: -27450570.000000 Penalty: 19204.605469
Splitting cluster 5 changes total score from -27450738.000000 to -27450570.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -8304.030273 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -8304.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8018.907715 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -8018.908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8076.739258 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -8076.739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8091.656250 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -8091.656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8099.309570 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -8099.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8099.309570 Penalty: 473.063202
	Iteration 4F: 3 clusters Score -8099.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -19028.003906 Penalty: 274.286652
	Iteration 0F: 2 clusters Score -19028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18590.367188 Penalty: 548.573303
	Iteration 0F: 3 clusters Score -18590.37 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18697.615234 Penalty: 548.573303
	Iteration 1F: 3 clusters Score -18697.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18769.742188 Penalty: 548.573303
	Iteration 2F: 3 clusters Score -18769.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18792.275391 Penalty: 548.573303
	Iteration 3F: 3 clusters Score -18792.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18809.507812 Penalty: 548.573303
	Iteration 4Q: 3 clusters Score -18809.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18842.525391 Penalty: 548.573303
	Iteration 5Q: 3 clusters Score -18842.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18868.808594 Penalty: 548.573303
	Iteration 6F: 3 clusters Score -18868.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18893.847656 Penalty: 548.573303
	Iteration 7Q: 3 clusters Score -18893.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18922.410156 Penalty: 548.573303
	Iteration 8F: 3 clusters Score -18922.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18950.373047 Penalty: 548.573303
	Iteration 9Q: 3 clusters Score -18950.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18961.671875 Penalty: 548.573303
	Iteration 10Q: 3 clusters Score -18961.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18969.667969 Penalty: 548.573303
	Iteration 11Q: 3 clusters Score -18969.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18976.087891 Penalty: 548.573303
	Iteration 12Q: 3 clusters Score -18976.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18982.320312 Penalty: 548.573303
	Iteration 13Q: 3 clusters Score -18982.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18992.546875 Penalty: 548.573303
	Iteration 14Q: 3 clusters Score -18992.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18997.341797 Penalty: 548.573303
	Iteration 15Q: 3 clusters Score -18997.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19012.828125 Penalty: 548.573303
	Iteration 16Q: 3 clusters Score -19012.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19053.447266 Penalty: 548.573303
	Iteration 17Q: 3 clusters Score -19053.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19158.552734 Penalty: 548.573303
	Iteration 18Q: 3 clusters Score -19158.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19173.423828 Penalty: 548.573303
	Iteration 19Q: 3 clusters Score -19173.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19176.867188 Penalty: 548.573303
	Iteration 20F: 3 clusters Score -19176.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 119 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 29589 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 5895 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1403 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 161782 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9189 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11141 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 282299 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 156 members 
Entering Unmasked Estep 
Score: -27450596.000000 Penalty: 19204.605469
Splitting cluster 7 changes total score from -27450738.000000 to -27450596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -123572.632812 Penalty: 353.062439
	Iteration 0F: 2 clusters Score -123572.6 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 1194 members 
Entering Unmasked Estep 
Score: -121897.773438 Penalty: 706.124878
	Iteration 0F: 3 clusters Score -121897.8 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -122431.210938 Penalty: 706.124878
	Iteration 1F: 3 clusters Score -122431.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -122558.132812 Penalty: 706.124878
	Iteration 2F: 3 clusters Score -122558.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -122726.781250 Penalty: 706.124878
	Iteration 3F: 3 clusters Score -122726.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -122888.312500 Penalty: 706.124878
	Iteration 4F: 3 clusters Score -122888.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -123026.359375 Penalty: 706.124878
	Iteration 5F: 3 clusters Score -123026.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -123158.023438 Penalty: 706.124878
	Iteration 6F: 3 clusters Score -123158 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -123241.250000 Penalty: 706.124878
	Iteration 7Q: 3 clusters Score -123241.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -123289.679688 Penalty: 706.124878
	Iteration 8Q: 3 clusters Score -123289.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -123320.843750 Penalty: 706.124878
	Iteration 9Q: 3 clusters Score -123320.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -123344.046875 Penalty: 706.124878
	Iteration 10Q: 3 clusters Score -123344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -123361.742188 Penalty: 706.124878
	Iteration 11Q: 3 clusters Score -123361.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -123373.335938 Penalty: 706.124878
	Iteration 12Q: 3 clusters Score -123373.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -123390.367188 Penalty: 706.124878
	Iteration 13Q: 3 clusters Score -123390.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -123399.710938 Penalty: 706.124878
	Iteration 14Q: 3 clusters Score -123399.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -123404.421875 Penalty: 706.124878
	Iteration 15Q: 3 clusters Score -123404.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -123405.687500 Penalty: 706.124878
	Iteration 16Q: 3 clusters Score -123405.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -123406.984375 Penalty: 706.124878
	Iteration 17Q: 3 clusters Score -123407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -123407.289062 Penalty: 706.124878
	Iteration 18Q: 3 clusters Score -123407.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -123407.289062 Penalty: 706.124878
	Iteration 19F: 3 clusters Score -123407.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -65542.890625 Penalty: 325.106415
	Iteration 0F: 2 clusters Score -65542.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -64643.945312 Penalty: 650.212830
	Iteration 0F: 3 clusters Score -64643.95 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -65019.199219 Penalty: 650.212830
	Iteration 1F: 3 clusters Score -65019.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -65151.082031 Penalty: 650.212830
	Iteration 2F: 3 clusters Score -65151.08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -65248.695312 Penalty: 650.212830
	Iteration 3F: 3 clusters Score -65248.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65305.167969 Penalty: 650.212830
	Iteration 4F: 3 clusters Score -65305.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -65330.289062 Penalty: 650.212830
	Iteration 5Q: 3 clusters Score -65330.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -65346.312500 Penalty: 650.212830
	Iteration 6Q: 3 clusters Score -65346.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65356.496094 Penalty: 650.212830
	Iteration 7Q: 3 clusters Score -65356.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65363.648438 Penalty: 650.212830
	Iteration 8Q: 3 clusters Score -65363.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65372.800781 Penalty: 650.212830
	Iteration 9Q: 3 clusters Score -65372.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65379.269531 Penalty: 650.212830
	Iteration 10Q: 3 clusters Score -65379.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65381.273438 Penalty: 650.212830
	Iteration 11Q: 3 clusters Score -65381.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65383.046875 Penalty: 650.212830
	Iteration 12Q: 3 clusters Score -65383.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65384.000000 Penalty: 650.212830
	Iteration 13Q: 3 clusters Score -65384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65384.980469 Penalty: 650.212830
	Iteration 14Q: 3 clusters Score -65384.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65385.101562 Penalty: 650.212830
	Iteration 15Q: 3 clusters Score -65385.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65385.101562 Penalty: 650.212830
	Iteration 16F: 3 clusters Score -65385.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Entering Unmasked Estep 
Score: -285941.375000 Penalty: 395.024628
	Iteration 0F: 2 clusters Score -285941.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -282043.750000 Penalty: 790.049255
	Iteration 0F: 3 clusters Score -282043.8 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -283883.937500 Penalty: 790.049255
	Iteration 1F: 3 clusters Score -283883.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -284566.593750 Penalty: 790.049255
	Iteration 2F: 3 clusters Score -284566.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -285202.468750 Penalty: 790.049255
	Iteration 3F: 3 clusters Score -285202.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -285604.500000 Penalty: 790.049255
	Iteration 4F: 3 clusters Score -285604.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -285831.625000 Penalty: 790.049255
	Iteration 5F: 3 clusters Score -285831.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -285982.750000 Penalty: 790.049255
	Iteration 6Q: 3 clusters Score -285982.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -286110.843750 Penalty: 790.049255
	Iteration 7Q: 3 clusters Score -286110.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -286195.875000 Penalty: 790.049255
	Iteration 8Q: 3 clusters Score -286195.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -286236.968750 Penalty: 790.049255
	Iteration 9Q: 3 clusters Score -286237 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -286261.156250 Penalty: 790.049255
	Iteration 10Q: 3 clusters Score -286261.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -286274.625000 Penalty: 790.049255
	Iteration 11Q: 3 clusters Score -286274.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -286285.062500 Penalty: 790.049255
	Iteration 12Q: 3 clusters Score -286285.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -286292.562500 Penalty: 790.049255
	Iteration 13Q: 3 clusters Score -286292.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -286296.468750 Penalty: 790.049255
	Iteration 14Q: 3 clusters Score -286296.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -286298.687500 Penalty: 790.049255
	Iteration 15Q: 3 clusters Score -286298.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -286301.375000 Penalty: 790.049255
	Iteration 16Q: 3 clusters Score -286301.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -286306.968750 Penalty: 790.049255
	Iteration 17Q: 3 clusters Score -286307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -286311.468750 Penalty: 790.049255
	Iteration 18Q: 3 clusters Score -286311.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -286316.562500 Penalty: 790.049255
	Iteration 19Q: 3 clusters Score -286316.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -286318.656250 Penalty: 790.049255
	Iteration 20F: 3 clusters Score -286318.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -286320.625000 Penalty: 790.049255
	Iteration 21Q: 3 clusters Score -286320.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -286321.406250 Penalty: 790.049255
	Iteration 22Q: 3 clusters Score -286321.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -286322.656250 Penalty: 790.049255
	Iteration 23Q: 3 clusters Score -286322.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -286323.406250 Penalty: 790.049255
	Iteration 24Q: 3 clusters Score -286323.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -286323.562500 Penalty: 790.049255
	Iteration 25Q: 3 clusters Score -286323.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -286324.593750 Penalty: 790.049255
	Iteration 26Q: 3 clusters Score -286324.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -286326.531250 Penalty: 790.049255
	Iteration 27Q: 3 clusters Score -286326.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -286326.968750 Penalty: 790.049255
	Iteration 28Q: 3 clusters Score -286327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -286328.906250 Penalty: 790.049255
	Iteration 29Q: 3 clusters Score -286328.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -286330.625000 Penalty: 790.049255
	Iteration 30Q: 3 clusters Score -286330.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -286331.468750 Penalty: 790.049255
	Iteration 31Q: 3 clusters Score -286331.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -286332.812500 Penalty: 790.049255
	Iteration 32Q: 3 clusters Score -286332.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -286334.531250 Penalty: 790.049255
	Iteration 33Q: 3 clusters Score -286334.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -286337.031250 Penalty: 790.049255
	Iteration 34Q: 3 clusters Score -286337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -286339.750000 Penalty: 790.049255
	Iteration 35Q: 3 clusters Score -286339.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -286342.187500 Penalty: 790.049255
	Iteration 36Q: 3 clusters Score -286342.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -286344.781250 Penalty: 790.049255
	Iteration 37Q: 3 clusters Score -286344.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -286348.031250 Penalty: 790.049255
	Iteration 38Q: 3 clusters Score -286348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -286350.125000 Penalty: 790.049255
	Iteration 39Q: 3 clusters Score -286350.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -286353.468750 Penalty: 790.049255
	Iteration 40F: 3 clusters Score -286353.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -286356.375000 Penalty: 790.049255
	Iteration 41Q: 3 clusters Score -286356.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -286358.343750 Penalty: 790.049255
	Iteration 42Q: 3 clusters Score -286358.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -286358.843750 Penalty: 790.049255
	Iteration 43Q: 3 clusters Score -286358.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -286359.312500 Penalty: 790.049255
	Iteration 44Q: 3 clusters Score -286359.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -286361.093750 Penalty: 790.049255
	Iteration 45Q: 3 clusters Score -286361.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -286362.312500 Penalty: 790.049255
	Iteration 46Q: 3 clusters Score -286362.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -286362.625000 Penalty: 790.049255
	Iteration 47Q: 3 clusters Score -286362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -286363.343750 Penalty: 790.049255
	Iteration 48Q: 3 clusters Score -286363.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -286363.093750 Penalty: 790.049255
	Iteration 49Q: 3 clusters Score -286363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -286363.593750 Penalty: 790.049255
	Iteration 50Q: 3 clusters Score -286363.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -286364.093750 Penalty: 790.049255
	Iteration 51Q: 3 clusters Score -286364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -286364.031250 Penalty: 790.049255
	Iteration 52Q: 3 clusters Score -286364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -286364.031250 Penalty: 790.049255
	Iteration 53F: 3 clusters Score -286364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 119 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 29589 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 1403 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 161782 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9189 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11141 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 282299 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 5125 members 
Entering Unmasked Estep 
Score: -27451002.000000 Penalty: 19204.605469
Splitting cluster 10 changes total score from -27450738.000000 to -27451002.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 11 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -21340.130859 Penalty: 275.583679
	Iteration 0F: 2 clusters Score -21340.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20908.064453 Penalty: 551.167358
	Iteration 0F: 3 clusters Score -20908.06 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21003.080078 Penalty: 551.167358
	Iteration 1F: 3 clusters Score -21003.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21024.539062 Penalty: 551.167358
	Iteration 2F: 3 clusters Score -21024.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21031.136719 Penalty: 551.167358
	Iteration 3Q: 3 clusters Score -21031.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21038.400391 Penalty: 551.167358
	Iteration 4Q: 3 clusters Score -21038.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21043.861328 Penalty: 551.167358
	Iteration 5Q: 3 clusters Score -21043.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21045.228516 Penalty: 551.167358
	Iteration 6Q: 3 clusters Score -21045.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21047.675781 Penalty: 551.167358
	Iteration 7Q: 3 clusters Score -21047.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21048.541016 Penalty: 551.167358
	Iteration 8Q: 3 clusters Score -21048.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21050.378906 Penalty: 551.167358
	Iteration 9Q: 3 clusters Score -21050.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21050.900391 Penalty: 551.167358
	Iteration 10Q: 3 clusters Score -21050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21051.121094 Penalty: 551.167358
	Iteration 11Q: 3 clusters Score -21051.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21051.121094 Penalty: 551.167358
	Iteration 12F: 3 clusters Score -21051.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -72041.609375 Penalty: 329.709747
	Iteration 0F: 2 clusters Score -72041.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -70988.750000 Penalty: 659.419495
	Iteration 0F: 3 clusters Score -70988.75 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -71496.851562 Penalty: 659.419495
	Iteration 1F: 3 clusters Score -71496.85 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -71677.242188 Penalty: 659.419495
	Iteration 2F: 3 clusters Score -71677.24 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -71830.671875 Penalty: 659.419495
	Iteration 3F: 3 clusters Score -71830.67 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -71960.843750 Penalty: 659.419495
	Iteration 4F: 3 clusters Score -71960.84 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -72125.992188 Penalty: 659.419495
	Iteration 5F: 3 clusters Score -72125.99 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -72196.859375 Penalty: 659.419495
	Iteration 6Q: 3 clusters Score -72196.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -72244.289062 Penalty: 659.419495
	Iteration 7Q: 3 clusters Score -72244.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -72270.820312 Penalty: 659.419495
	Iteration 8Q: 3 clusters Score -72270.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -72273.640625 Penalty: 659.419495
	Iteration 9Q: 3 clusters Score -72273.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -72274.625000 Penalty: 659.419495
	Iteration 10Q: 3 clusters Score -72274.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -72275.234375 Penalty: 659.419495
	Iteration 11Q: 3 clusters Score -72275.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -72275.351562 Penalty: 659.419495
	Iteration 12Q: 3 clusters Score -72275.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -72275.351562 Penalty: 659.419495
	Iteration 13F: 3 clusters Score -72275.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 119 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 29589 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 550 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 161782 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9189 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11141 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 282299 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 5125 members 
Mstep: Class 33 contains 853 members 
Entering Unmasked Estep 
Score: -27451012.000000 Penalty: 19804.750000
Splitting cluster 12 changes total score from -27450738.000000 to -27451012.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 13 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -10727.952148 Penalty: 256.056763
	Iteration 0F: 2 clusters Score -10727.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10417.995117 Penalty: 512.113525
	Iteration 0F: 3 clusters Score -10418 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10520.100586 Penalty: 512.113525
	Iteration 1F: 3 clusters Score -10520.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10563.534180 Penalty: 512.113525
	Iteration 2F: 3 clusters Score -10563.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10587.907227 Penalty: 512.113525
	Iteration 3F: 3 clusters Score -10587.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10618.402344 Penalty: 512.113525
	Iteration 4Q: 3 clusters Score -10618.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10648.083984 Penalty: 512.113525
	Iteration 5Q: 3 clusters Score -10648.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10702.392578 Penalty: 512.113525
	Iteration 6F: 3 clusters Score -10702.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10742.485352 Penalty: 512.113525
	Iteration 7F: 3 clusters Score -10742.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10777.848633 Penalty: 512.113525
	Iteration 8F: 3 clusters Score -10777.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10840.091797 Penalty: 512.113525
	Iteration 9Q: 3 clusters Score -10840.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10855.333008 Penalty: 512.113525
	Iteration 10Q: 3 clusters Score -10855.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10856.942383 Penalty: 512.113525
	Iteration 11Q: 3 clusters Score -10856.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10865.720703 Penalty: 512.113525
	Iteration 12Q: 3 clusters Score -10865.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10866.164062 Penalty: 512.113525
	Iteration 13Q: 3 clusters Score -10866.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10866.164062 Penalty: 512.113525
	Iteration 14F: 3 clusters Score -10866.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 119 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 29589 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 550 members 
Mstep: Class 13 contains 116 members 
Mstep: Class 14 contains 161782 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9189 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11141 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 282299 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 5125 members 
Mstep: Class 33 contains 853 members 
Mstep: Class 34 contains 162 members 
Entering Unmasked Estep 
Score: -27450810.000000 Penalty: 20404.894531
Splitting cluster 13 changes total score from -27450738.000000 to -27450810.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 14 (161782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161782 members 
Entering Unmasked Estep 
Score: -8708900.000000 Penalty: 545.727234
	Iteration 0F: 2 clusters Score -8708900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 80874 members 
Entering Unmasked Estep 
Score: -8600357.000000 Penalty: 1091.454468
	Iteration 0F: 3 clusters Score -8600357 nChanged 79192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -8648838.000000 Penalty: 1091.454468
	Iteration 1F: 3 clusters Score -8648838 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 81048 members 
Entering Unmasked Estep 
Score: -8651099.000000 Penalty: 1091.454468
	Iteration 2Q: 3 clusters Score -8651099 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81218 members 
Mstep: Class 2 contains 80564 members 
Entering Unmasked Estep 
Score: -8653769.000000 Penalty: 1091.454468
	Iteration 3Q: 3 clusters Score -8653769 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 80297 members 
Entering Unmasked Estep 
Score: -8657308.000000 Penalty: 1091.454468
	Iteration 4Q: 3 clusters Score -8657308 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 80060 members 
Entering Unmasked Estep 
Score: -8661849.000000 Penalty: 1091.454468
	Iteration 5F: 3 clusters Score -8661849 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82142 members 
Mstep: Class 2 contains 79640 members 
Entering Unmasked Estep 
Score: -8667972.000000 Penalty: 1091.454468
	Iteration 6F: 3 clusters Score -8667972 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82615 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -8674443.000000 Penalty: 1091.454468
	Iteration 7F: 3 clusters Score -8674443 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82949 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
Score: -8678927.000000 Penalty: 1091.454468
	Iteration 8F: 3 clusters Score -8678927 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83129 members 
Mstep: Class 2 contains 78653 members 
Entering Unmasked Estep 
Score: -8680711.000000 Penalty: 1091.454468
	Iteration 9Q: 3 clusters Score -8680711 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83261 members 
Mstep: Class 2 contains 78521 members 
Entering Unmasked Estep 
Score: -8681266.000000 Penalty: 1091.454468
	Iteration 10Q: 3 clusters Score -8681266 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83355 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -8681434.000000 Penalty: 1091.454468
	Iteration 11Q: 3 clusters Score -8681434 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83476 members 
Mstep: Class 2 contains 78306 members 
Entering Unmasked Estep 
Score: -8681642.000000 Penalty: 1091.454468
	Iteration 12Q: 3 clusters Score -8681642 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 78219 members 
Entering Unmasked Estep 
Score: -8681803.000000 Penalty: 1091.454468
	Iteration 13Q: 3 clusters Score -8681803 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83668 members 
Mstep: Class 2 contains 78114 members 
Entering Unmasked Estep 
Score: -8681943.000000 Penalty: 1091.454468
	Iteration 14Q: 3 clusters Score -8681943 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Mstep: Class 2 contains 78061 members 
Entering Unmasked Estep 
Score: -8682155.000000 Penalty: 1091.454468
	Iteration 15Q: 3 clusters Score -8682155 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Mstep: Class 2 contains 78051 members 
Entering Unmasked Estep 
Score: -8682410.000000 Penalty: 1091.454468
	Iteration 16Q: 3 clusters Score -8682410 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83729 members 
Mstep: Class 2 contains 78053 members 
Entering Unmasked Estep 
Score: -8682657.000000 Penalty: 1091.454468
	Iteration 17Q: 3 clusters Score -8682657 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83720 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -8682973.000000 Penalty: 1091.454468
	Iteration 18Q: 3 clusters Score -8682973 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83748 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -8683253.000000 Penalty: 1091.454468
	Iteration 19Q: 3 clusters Score -8683253 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
Score: -8683599.000000 Penalty: 1091.454468
	Iteration 20F: 3 clusters Score -8683599 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -8683907.000000 Penalty: 1091.454468
	Iteration 21Q: 3 clusters Score -8683907 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -8684329.000000 Penalty: 1091.454468
	Iteration 22Q: 3 clusters Score -8684329 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83341 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -8684851.000000 Penalty: 1091.454468
	Iteration 23Q: 3 clusters Score -8684851 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83240 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -8685482.000000 Penalty: 1091.454468
	Iteration 24Q: 3 clusters Score -8685482 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83144 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -8686178.000000 Penalty: 1091.454468
	Iteration 25Q: 3 clusters Score -8686178 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83068 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -8686714.000000 Penalty: 1091.454468
	Iteration 26Q: 3 clusters Score -8686714 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82998 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -8687535.000000 Penalty: 1091.454468
	Iteration 27Q: 3 clusters Score -8687535 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -8688321.000000 Penalty: 1091.454468
	Iteration 28Q: 3 clusters Score -8688321 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82997 members 
Mstep: Class 2 contains 78785 members 
Entering Unmasked Estep 
Score: -8689127.000000 Penalty: 1091.454468
	Iteration 29Q: 3 clusters Score -8689127 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82993 members 
Mstep: Class 2 contains 78789 members 
Entering Unmasked Estep 
Score: -8690182.000000 Penalty: 1091.454468
	Iteration 30Q: 3 clusters Score -8690182 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83037 members 
Mstep: Class 2 contains 78745 members 
Entering Unmasked Estep 
Score: -8691163.000000 Penalty: 1091.454468
	Iteration 31Q: 3 clusters Score -8691163 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -8692302.000000 Penalty: 1091.454468
	Iteration 32Q: 3 clusters Score -8692302 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -8693594.000000 Penalty: 1091.454468
	Iteration 33Q: 3 clusters Score -8693594 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83031 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -8694815.000000 Penalty: 1091.454468
	Iteration 34Q: 3 clusters Score -8694815 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -8696067.000000 Penalty: 1091.454468
	Iteration 35Q: 3 clusters Score -8696067 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 78802 members 
Entering Unmasked Estep 
Score: -8697146.000000 Penalty: 1091.454468
	Iteration 36Q: 3 clusters Score -8697146 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 78826 members 
Entering Unmasked Estep 
Score: -8698028.000000 Penalty: 1091.454468
	Iteration 37Q: 3 clusters Score -8698028 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -8698763.000000 Penalty: 1091.454468
	Iteration 38Q: 3 clusters Score -8698763 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -8699384.000000 Penalty: 1091.454468
	Iteration 39Q: 3 clusters Score -8699384 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83240 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -8700276.000000 Penalty: 1091.454468
	Iteration 40F: 3 clusters Score -8700276 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -8700885.000000 Penalty: 1091.454468
	Iteration 41Q: 3 clusters Score -8700885 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83460 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -8701266.000000 Penalty: 1091.454468
	Iteration 42Q: 3 clusters Score -8701266 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83519 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -8701555.000000 Penalty: 1091.454468
	Iteration 43Q: 3 clusters Score -8701555 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83569 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -8701724.000000 Penalty: 1091.454468
	Iteration 44Q: 3 clusters Score -8701724 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83571 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
Score: -8701892.000000 Penalty: 1091.454468
	Iteration 45Q: 3 clusters Score -8701892 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83558 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -8702015.000000 Penalty: 1091.454468
	Iteration 46Q: 3 clusters Score -8702015 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83516 members 
Mstep: Class 2 contains 78266 members 
Entering Unmasked Estep 
Score: -8702076.000000 Penalty: 1091.454468
	Iteration 47Q: 3 clusters Score -8702076 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83480 members 
Mstep: Class 2 contains 78302 members 
Entering Unmasked Estep 
Score: -8702106.000000 Penalty: 1091.454468
	Iteration 48Q: 3 clusters Score -8702106 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83479 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -8702128.000000 Penalty: 1091.454468
	Iteration 49Q: 3 clusters Score -8702128 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83488 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -8702140.000000 Penalty: 1091.454468
	Iteration 50Q: 3 clusters Score -8702140 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 78262 members 
Entering Unmasked Estep 
Score: -8702159.000000 Penalty: 1091.454468
	Iteration 51Q: 3 clusters Score -8702159 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 78212 members 
Entering Unmasked Estep 
Score: -8702173.000000 Penalty: 1091.454468
	Iteration 52Q: 3 clusters Score -8702173 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -8702182.000000 Penalty: 1091.454468
	Iteration 53Q: 3 clusters Score -8702182 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 78115 members 
Entering Unmasked Estep 
Score: -8702179.000000 Penalty: 1091.454468
	Iteration 54Q: 3 clusters Score -8702179 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83719 members 
Mstep: Class 2 contains 78063 members 
Entering Unmasked Estep 
Score: -8702162.000000 Penalty: 1091.454468
	Iteration 55Q: 3 clusters Score -8702162 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -8702153.000000 Penalty: 1091.454468
	Iteration 56Q: 3 clusters Score -8702153 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83848 members 
Mstep: Class 2 contains 77934 members 
Entering Unmasked Estep 
Score: -8702153.000000 Penalty: 1091.454468
	Iteration 57Q: 3 clusters Score -8702153 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83922 members 
Mstep: Class 2 contains 77860 members 
Entering Unmasked Estep 
Score: -8702167.000000 Penalty: 1091.454468
	Iteration 58Q: 3 clusters Score -8702167 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 77791 members 
Entering Unmasked Estep 
Score: -8702152.000000 Penalty: 1091.454468
	Iteration 59Q: 3 clusters Score -8702152 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 77730 members 
Entering Unmasked Estep 
Score: -8702173.000000 Penalty: 1091.454468
	Iteration 60F: 3 clusters Score -8702173 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84119 members 
Mstep: Class 2 contains 77663 members 
Entering Unmasked Estep 
Score: -8702199.000000 Penalty: 1091.454468
	Iteration 61Q: 3 clusters Score -8702199 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 77601 members 
Entering Unmasked Estep 
Score: -8702200.000000 Penalty: 1091.454468
	Iteration 62Q: 3 clusters Score -8702200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 77542 members 
Entering Unmasked Estep 
Score: -8702201.000000 Penalty: 1091.454468
	Iteration 63Q: 3 clusters Score -8702201 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84284 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -8702196.000000 Penalty: 1091.454468
	Iteration 64Q: 3 clusters Score -8702196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 77450 members 
Entering Unmasked Estep 
Score: -8702211.000000 Penalty: 1091.454468
	Iteration 65Q: 3 clusters Score -8702211 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84379 members 
Mstep: Class 2 contains 77403 members 
Entering Unmasked Estep 
Score: -8702203.000000 Penalty: 1091.454468
	Iteration 66Q: 3 clusters Score -8702203 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -8702211.000000 Penalty: 1091.454468
	Iteration 67Q: 3 clusters Score -8702211 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84476 members 
Mstep: Class 2 contains 77306 members 
Entering Unmasked Estep 
Score: -8702232.000000 Penalty: 1091.454468
	Iteration 68Q: 3 clusters Score -8702232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -8702229.000000 Penalty: 1091.454468
	Iteration 69Q: 3 clusters Score -8702229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84580 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -8702232.000000 Penalty: 1091.454468
	Iteration 70Q: 3 clusters Score -8702232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84631 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -8702236.000000 Penalty: 1091.454468
	Iteration 71Q: 3 clusters Score -8702236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84674 members 
Mstep: Class 2 contains 77108 members 
Entering Unmasked Estep 
Score: -8702229.000000 Penalty: 1091.454468
	Iteration 72Q: 3 clusters Score -8702229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84719 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -8702228.000000 Penalty: 1091.454468
	Iteration 73Q: 3 clusters Score -8702228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84761 members 
Mstep: Class 2 contains 77021 members 
Entering Unmasked Estep 
Score: -8702234.000000 Penalty: 1091.454468
	Iteration 74Q: 3 clusters Score -8702234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 76975 members 
Entering Unmasked Estep 
Score: -8702225.000000 Penalty: 1091.454468
	Iteration 75Q: 3 clusters Score -8702225 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84851 members 
Mstep: Class 2 contains 76931 members 
Entering Unmasked Estep 
Score: -8702224.000000 Penalty: 1091.454468
	Iteration 76Q: 3 clusters Score -8702224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84890 members 
Mstep: Class 2 contains 76892 members 
Entering Unmasked Estep 
Score: -8702215.000000 Penalty: 1091.454468
	Iteration 77Q: 3 clusters Score -8702215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84926 members 
Mstep: Class 2 contains 76856 members 
Entering Unmasked Estep 
Score: -8702217.000000 Penalty: 1091.454468
	Iteration 78Q: 3 clusters Score -8702217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 76818 members 
Entering Unmasked Estep 
Score: -8702201.000000 Penalty: 1091.454468
	Iteration 79Q: 3 clusters Score -8702201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84998 members 
Mstep: Class 2 contains 76784 members 
Entering Unmasked Estep 
Score: -8702212.000000 Penalty: 1091.454468
	Iteration 80F: 3 clusters Score -8702212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 76745 members 
Entering Unmasked Estep 
Score: -8702200.000000 Penalty: 1091.454468
	Iteration 81Q: 3 clusters Score -8702200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85070 members 
Mstep: Class 2 contains 76712 members 
Entering Unmasked Estep 
Score: -8702206.000000 Penalty: 1091.454468
	Iteration 82Q: 3 clusters Score -8702206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85108 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -8702211.000000 Penalty: 1091.454468
	Iteration 83Q: 3 clusters Score -8702211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85147 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -8702210.000000 Penalty: 1091.454468
	Iteration 84Q: 3 clusters Score -8702210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85183 members 
Mstep: Class 2 contains 76599 members 
Entering Unmasked Estep 
Score: -8702204.000000 Penalty: 1091.454468
	Iteration 85Q: 3 clusters Score -8702204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85230 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -8702214.000000 Penalty: 1091.454468
	Iteration 86Q: 3 clusters Score -8702214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -8702218.000000 Penalty: 1091.454468
	Iteration 87Q: 3 clusters Score -8702218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85309 members 
Mstep: Class 2 contains 76473 members 
Entering Unmasked Estep 
Score: -8702206.000000 Penalty: 1091.454468
	Iteration 88Q: 3 clusters Score -8702206 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85367 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -8702211.000000 Penalty: 1091.454468
	Iteration 89Q: 3 clusters Score -8702211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 76361 members 
Entering Unmasked Estep 
Score: -8702221.000000 Penalty: 1091.454468
	Iteration 90Q: 3 clusters Score -8702221 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85474 members 
Mstep: Class 2 contains 76308 members 
Entering Unmasked Estep 
Score: -8702230.000000 Penalty: 1091.454468
	Iteration 91Q: 3 clusters Score -8702230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85522 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -8702221.000000 Penalty: 1091.454468
	Iteration 92Q: 3 clusters Score -8702221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -8702226.000000 Penalty: 1091.454468
	Iteration 93Q: 3 clusters Score -8702226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -8702228.000000 Penalty: 1091.454468
	Iteration 94Q: 3 clusters Score -8702228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85685 members 
Mstep: Class 2 contains 76097 members 
Entering Unmasked Estep 
Score: -8702227.000000 Penalty: 1091.454468
	Iteration 95Q: 3 clusters Score -8702227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85742 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -8702234.000000 Penalty: 1091.454468
	Iteration 96Q: 3 clusters Score -8702234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 75992 members 
Entering Unmasked Estep 
Score: -8702227.000000 Penalty: 1091.454468
	Iteration 97Q: 3 clusters Score -8702227 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -8702223.000000 Penalty: 1091.454468
	Iteration 98Q: 3 clusters Score -8702223 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85893 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -8702227.000000 Penalty: 1091.454468
	Iteration 99Q: 3 clusters Score -8702227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -8702237.000000 Penalty: 1091.454468
	Iteration 100F: 3 clusters Score -8702237 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85986 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -8702227.000000 Penalty: 1091.454468
	Iteration 101Q: 3 clusters Score -8702227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86034 members 
Mstep: Class 2 contains 75748 members 
Entering Unmasked Estep 
Score: -8702216.000000 Penalty: 1091.454468
	Iteration 102Q: 3 clusters Score -8702216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86067 members 
Mstep: Class 2 contains 75715 members 
Entering Unmasked Estep 
Score: -8702216.000000 Penalty: 1091.454468
	Iteration 103Q: 3 clusters Score -8702216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 75686 members 
Entering Unmasked Estep 
Score: -8702220.000000 Penalty: 1091.454468
	Iteration 104Q: 3 clusters Score -8702220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86123 members 
Mstep: Class 2 contains 75659 members 
Entering Unmasked Estep 
Score: -8702212.000000 Penalty: 1091.454468
	Iteration 105Q: 3 clusters Score -8702212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -8702217.000000 Penalty: 1091.454468
	Iteration 106Q: 3 clusters Score -8702217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 75604 members 
Entering Unmasked Estep 
Score: -8702213.000000 Penalty: 1091.454468
	Iteration 107Q: 3 clusters Score -8702213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -8702218.000000 Penalty: 1091.454468
	Iteration 108Q: 3 clusters Score -8702218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 75546 members 
Entering Unmasked Estep 
Score: -8702227.000000 Penalty: 1091.454468
	Iteration 109Q: 3 clusters Score -8702227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86267 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -8702224.000000 Penalty: 1091.454468
	Iteration 110Q: 3 clusters Score -8702224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86293 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -8702222.000000 Penalty: 1091.454468
	Iteration 111Q: 3 clusters Score -8702222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86324 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -8702235.000000 Penalty: 1091.454468
	Iteration 112Q: 3 clusters Score -8702235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86351 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -8702234.000000 Penalty: 1091.454468
	Iteration 113Q: 3 clusters Score -8702234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86373 members 
Mstep: Class 2 contains 75409 members 
Entering Unmasked Estep 
Score: -8702236.000000 Penalty: 1091.454468
	Iteration 114Q: 3 clusters Score -8702236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86391 members 
Mstep: Class 2 contains 75391 members 
Entering Unmasked Estep 
Score: -8702238.000000 Penalty: 1091.454468
	Iteration 115Q: 3 clusters Score -8702238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86408 members 
Mstep: Class 2 contains 75374 members 
Entering Unmasked Estep 
Score: -8702234.000000 Penalty: 1091.454468
	Iteration 116Q: 3 clusters Score -8702234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86424 members 
Mstep: Class 2 contains 75358 members 
Entering Unmasked Estep 
Score: -8702243.000000 Penalty: 1091.454468
	Iteration 117Q: 3 clusters Score -8702243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86436 members 
Mstep: Class 2 contains 75346 members 
Entering Unmasked Estep 
Score: -8702250.000000 Penalty: 1091.454468
	Iteration 118Q: 3 clusters Score -8702250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86452 members 
Mstep: Class 2 contains 75330 members 
Entering Unmasked Estep 
Score: -8702244.000000 Penalty: 1091.454468
	Iteration 119Q: 3 clusters Score -8702244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86458 members 
Mstep: Class 2 contains 75324 members 
Entering Unmasked Estep 
Score: -8702243.000000 Penalty: 1091.454468
	Iteration 120F: 3 clusters Score -8702243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86463 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -8702240.000000 Penalty: 1091.454468
	Iteration 121Q: 3 clusters Score -8702240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
Score: -8702246.000000 Penalty: 1091.454468
	Iteration 122Q: 3 clusters Score -8702246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86482 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -8702247.000000 Penalty: 1091.454468
	Iteration 123Q: 3 clusters Score -8702247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86488 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -8702255.000000 Penalty: 1091.454468
	Iteration 124Q: 3 clusters Score -8702255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86490 members 
Mstep: Class 2 contains 75292 members 
Entering Unmasked Estep 
Score: -8702243.000000 Penalty: 1091.454468
	Iteration 125Q: 3 clusters Score -8702243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 75288 members 
Entering Unmasked Estep 
Score: -8702246.000000 Penalty: 1091.454468
	Iteration 126Q: 3 clusters Score -8702246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86500 members 
Mstep: Class 2 contains 75282 members 
Entering Unmasked Estep 
Score: -8702249.000000 Penalty: 1091.454468
	Iteration 127Q: 3 clusters Score -8702249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86507 members 
Mstep: Class 2 contains 75275 members 
Entering Unmasked Estep 
Score: -8702239.000000 Penalty: 1091.454468
	Iteration 128Q: 3 clusters Score -8702239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86510 members 
Mstep: Class 2 contains 75272 members 
Entering Unmasked Estep 
Score: -8702243.000000 Penalty: 1091.454468
	Iteration 129Q: 3 clusters Score -8702243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86511 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -8702244.000000 Penalty: 1091.454468
	Iteration 130Q: 3 clusters Score -8702244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86511 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -8702244.000000 Penalty: 1091.454468
	Iteration 131F: 3 clusters Score -8702244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Entering Unmasked Estep 
Score: -273117.968750 Penalty: 388.021057
	Iteration 0F: 2 clusters Score -273118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -269660.250000 Penalty: 776.042114
	Iteration 0F: 3 clusters Score -269660.2 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -270954.343750 Penalty: 776.042114
	Iteration 1F: 3 clusters Score -270954.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -271228.937500 Penalty: 776.042114
	Iteration 2F: 3 clusters Score -271228.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -271596.687500 Penalty: 776.042114
	Iteration 3F: 3 clusters Score -271596.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -272051.718750 Penalty: 776.042114
	Iteration 4F: 3 clusters Score -272051.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -272457.218750 Penalty: 776.042114
	Iteration 5F: 3 clusters Score -272457.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -272669.437500 Penalty: 776.042114
	Iteration 6Q: 3 clusters Score -272669.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -272736.281250 Penalty: 776.042114
	Iteration 7Q: 3 clusters Score -272736.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -272765.250000 Penalty: 776.042114
	Iteration 8Q: 3 clusters Score -272765.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -272778.500000 Penalty: 776.042114
	Iteration 9Q: 3 clusters Score -272778.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -272780.406250 Penalty: 776.042114
	Iteration 10Q: 3 clusters Score -272780.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -272780.406250 Penalty: 776.042114
	Iteration 11F: 3 clusters Score -272780.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -125882.734375 Penalty: 356.392731
	Iteration 0F: 2 clusters Score -125882.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -124126.640625 Penalty: 712.785461
	Iteration 0F: 3 clusters Score -124126.6 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -124890.945312 Penalty: 712.785461
	Iteration 1F: 3 clusters Score -124890.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -125124.617188 Penalty: 712.785461
	Iteration 2F: 3 clusters Score -125124.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -125358.078125 Penalty: 712.785461
	Iteration 3F: 3 clusters Score -125358.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -125541.156250 Penalty: 712.785461
	Iteration 4F: 3 clusters Score -125541.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -125669.882812 Penalty: 712.785461
	Iteration 5F: 3 clusters Score -125669.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -125735.218750 Penalty: 712.785461
	Iteration 6Q: 3 clusters Score -125735.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -125767.203125 Penalty: 712.785461
	Iteration 7Q: 3 clusters Score -125767.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -125784.929688 Penalty: 712.785461
	Iteration 8Q: 3 clusters Score -125784.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -125791.296875 Penalty: 712.785461
	Iteration 9Q: 3 clusters Score -125791.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -125795.023438 Penalty: 712.785461
	Iteration 10Q: 3 clusters Score -125795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -125796.117188 Penalty: 712.785461
	Iteration 11Q: 3 clusters Score -125796.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -125797.007812 Penalty: 712.785461
	Iteration 12Q: 3 clusters Score -125797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -125797.960938 Penalty: 712.785461
	Iteration 13Q: 3 clusters Score -125798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -125798.187500 Penalty: 712.785461
	Iteration 14Q: 3 clusters Score -125798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -125798.195312 Penalty: 712.785461
	Iteration 15Q: 3 clusters Score -125798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -125798.601562 Penalty: 712.785461
	Iteration 16Q: 3 clusters Score -125798.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -125798.796875 Penalty: 712.785461
	Iteration 17Q: 3 clusters Score -125798.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -125798.796875 Penalty: 712.785461
	Iteration 18F: 3 clusters Score -125798.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -21469.160156 Penalty: 274.286652
	Iteration 0F: 2 clusters Score -21469.16 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 207 members 
Entering Unmasked Estep 
Score: -21068.697266 Penalty: 548.573303
	Iteration 0F: 3 clusters Score -21068.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21244.115234 Penalty: 548.573303
	Iteration 1F: 3 clusters Score -21244.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21327.988281 Penalty: 548.573303
	Iteration 2F: 3 clusters Score -21327.99 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21387.093750 Penalty: 548.573303
	Iteration 3F: 3 clusters Score -21387.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -21426.523438 Penalty: 548.573303
	Iteration 4F: 3 clusters Score -21426.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -21445.701172 Penalty: 548.573303
	Iteration 5Q: 3 clusters Score -21445.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -21457.378906 Penalty: 548.573303
	Iteration 6Q: 3 clusters Score -21457.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -21464.044922 Penalty: 548.573303
	Iteration 7Q: 3 clusters Score -21464.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -21464.958984 Penalty: 548.573303
	Iteration 8Q: 3 clusters Score -21464.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -21464.958984 Penalty: 548.573303
	Iteration 9F: 3 clusters Score -21464.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Entering Unmasked Estep 
Score: -478707.406250 Penalty: 415.222168
	Iteration 0F: 2 clusters Score -478707.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -472563.750000 Penalty: 830.444336
	Iteration 0F: 3 clusters Score -472563.8 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -474881.187500 Penalty: 830.444336
	Iteration 1F: 3 clusters Score -474881.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -474995.031250 Penalty: 830.444336
	Iteration 2Q: 3 clusters Score -474995 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -475122.062500 Penalty: 830.444336
	Iteration 3Q: 3 clusters Score -475122.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -475288.968750 Penalty: 830.444336
	Iteration 4Q: 3 clusters Score -475289 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -475571.687500 Penalty: 830.444336
	Iteration 5F: 3 clusters Score -475571.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -476015.250000 Penalty: 830.444336
	Iteration 6F: 3 clusters Score -476015.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -476618.093750 Penalty: 830.444336
	Iteration 7F: 3 clusters Score -476618.1 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -477297.062500 Penalty: 830.444336
	Iteration 8F: 3 clusters Score -477297.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -477884.781250 Penalty: 830.444336
	Iteration 9F: 3 clusters Score -477884.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -478172.625000 Penalty: 830.444336
	Iteration 10Q: 3 clusters Score -478172.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -478266.125000 Penalty: 830.444336
	Iteration 11Q: 3 clusters Score -478266.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -478301.000000 Penalty: 830.444336
	Iteration 12Q: 3 clusters Score -478301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -478314.312500 Penalty: 830.444336
	Iteration 13Q: 3 clusters Score -478314.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -478322.906250 Penalty: 830.444336
	Iteration 14Q: 3 clusters Score -478322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -478327.937500 Penalty: 830.444336
	Iteration 15Q: 3 clusters Score -478327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -478328.937500 Penalty: 830.444336
	Iteration 16Q: 3 clusters Score -478328.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -478330.812500 Penalty: 830.444336
	Iteration 17Q: 3 clusters Score -478330.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -478330.812500 Penalty: 830.444336
	Iteration 18F: 3 clusters Score -478330.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Entering Unmasked Estep 
Score: -245156.250000 Penalty: 383.470581
	Iteration 0F: 2 clusters Score -245156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -242102.406250 Penalty: 766.941162
	Iteration 0F: 3 clusters Score -242102.4 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -243362.937500 Penalty: 766.941162
	Iteration 1F: 3 clusters Score -243362.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -243651.218750 Penalty: 766.941162
	Iteration 2F: 3 clusters Score -243651.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -243925.703125 Penalty: 766.941162
	Iteration 3F: 3 clusters Score -243925.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -244177.734375 Penalty: 766.941162
	Iteration 4F: 3 clusters Score -244177.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -244417.515625 Penalty: 766.941162
	Iteration 5F: 3 clusters Score -244417.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -244627.750000 Penalty: 766.941162
	Iteration 6Q: 3 clusters Score -244627.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -244732.125000 Penalty: 766.941162
	Iteration 7Q: 3 clusters Score -244732.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -244786.359375 Penalty: 766.941162
	Iteration 8Q: 3 clusters Score -244786.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -244808.984375 Penalty: 766.941162
	Iteration 9Q: 3 clusters Score -244809 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -244823.234375 Penalty: 766.941162
	Iteration 10Q: 3 clusters Score -244823.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -244834.406250 Penalty: 766.941162
	Iteration 11Q: 3 clusters Score -244834.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -244849.281250 Penalty: 766.941162
	Iteration 12Q: 3 clusters Score -244849.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -244859.734375 Penalty: 766.941162
	Iteration 13Q: 3 clusters Score -244859.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -244863.343750 Penalty: 766.941162
	Iteration 14Q: 3 clusters Score -244863.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -244866.000000 Penalty: 766.941162
	Iteration 15Q: 3 clusters Score -244866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -244868.437500 Penalty: 766.941162
	Iteration 16Q: 3 clusters Score -244868.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -244869.734375 Penalty: 766.941162
	Iteration 17Q: 3 clusters Score -244869.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -244871.812500 Penalty: 766.941162
	Iteration 18Q: 3 clusters Score -244871.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -244872.015625 Penalty: 766.941162
	Iteration 19Q: 3 clusters Score -244872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -244872.546875 Penalty: 766.941162
	Iteration 20F: 3 clusters Score -244872.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -244872.609375 Penalty: 766.941162
	Iteration 21Q: 3 clusters Score -244872.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -244873.296875 Penalty: 766.941162
	Iteration 22Q: 3 clusters Score -244873.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -244873.296875 Penalty: 766.941162
	Iteration 23F: 3 clusters Score -244873.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -22626.056641 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -22626.06 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 222 members 
Entering Unmasked Estep 
Score: -22176.224609 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -22176.22 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22277.662109 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -22277.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22298.529297 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -22298.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22310.599609 Penalty: 552.647095
	Iteration 3Q: 3 clusters Score -22310.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22320.470703 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -22320.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22324.291016 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -22324.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22324.470703 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -22324.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22324.847656 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -22324.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22324.847656 Penalty: 552.647095
	Iteration 8F: 3 clusters Score -22324.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Entering Unmasked Estep 
Score: -622370.250000 Penalty: 423.986603
	Iteration 0F: 2 clusters Score -622370.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -614961.937500 Penalty: 847.973206
	Iteration 0F: 3 clusters Score -614961.9 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -618087.000000 Penalty: 847.973206
	Iteration 1F: 3 clusters Score -618087 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -618465.312500 Penalty: 847.973206
	Iteration 2F: 3 clusters Score -618465.3 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -618966.812500 Penalty: 847.973206
	Iteration 3F: 3 clusters Score -618966.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -619522.250000 Penalty: 847.973206
	Iteration 4F: 3 clusters Score -619522.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -620084.812500 Penalty: 847.973206
	Iteration 5F: 3 clusters Score -620084.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -620537.062500 Penalty: 847.973206
	Iteration 6F: 3 clusters Score -620537.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -620811.937500 Penalty: 847.973206
	Iteration 7Q: 3 clusters Score -620811.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -620965.500000 Penalty: 847.973206
	Iteration 8Q: 3 clusters Score -620965.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -621071.875000 Penalty: 847.973206
	Iteration 9Q: 3 clusters Score -621071.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -621143.125000 Penalty: 847.973206
	Iteration 10Q: 3 clusters Score -621143.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -621199.625000 Penalty: 847.973206
	Iteration 11Q: 3 clusters Score -621199.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -621258.125000 Penalty: 847.973206
	Iteration 12Q: 3 clusters Score -621258.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -621325.375000 Penalty: 847.973206
	Iteration 13Q: 3 clusters Score -621325.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -621404.625000 Penalty: 847.973206
	Iteration 14Q: 3 clusters Score -621404.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -621480.625000 Penalty: 847.973206
	Iteration 15Q: 3 clusters Score -621480.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -621552.687500 Penalty: 847.973206
	Iteration 16Q: 3 clusters Score -621552.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -621609.062500 Penalty: 847.973206
	Iteration 17Q: 3 clusters Score -621609.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -621652.687500 Penalty: 847.973206
	Iteration 18Q: 3 clusters Score -621652.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -621692.750000 Penalty: 847.973206
	Iteration 19Q: 3 clusters Score -621692.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -621724.437500 Penalty: 847.973206
	Iteration 20F: 3 clusters Score -621724.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -621757.500000 Penalty: 847.973206
	Iteration 21Q: 3 clusters Score -621757.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -621787.062500 Penalty: 847.973206
	Iteration 22Q: 3 clusters Score -621787.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -621818.187500 Penalty: 847.973206
	Iteration 23Q: 3 clusters Score -621818.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -621845.687500 Penalty: 847.973206
	Iteration 24Q: 3 clusters Score -621845.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -621869.062500 Penalty: 847.973206
	Iteration 25Q: 3 clusters Score -621869.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -621881.687500 Penalty: 847.973206
	Iteration 26Q: 3 clusters Score -621881.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -621886.312500 Penalty: 847.973206
	Iteration 27Q: 3 clusters Score -621886.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -621892.812500 Penalty: 847.973206
	Iteration 28Q: 3 clusters Score -621892.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -621898.062500 Penalty: 847.973206
	Iteration 29Q: 3 clusters Score -621898.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -621900.312500 Penalty: 847.973206
	Iteration 30Q: 3 clusters Score -621900.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -621905.687500 Penalty: 847.973206
	Iteration 31Q: 3 clusters Score -621905.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -621911.250000 Penalty: 847.973206
	Iteration 32Q: 3 clusters Score -621911.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -621913.687500 Penalty: 847.973206
	Iteration 33Q: 3 clusters Score -621913.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -621917.687500 Penalty: 847.973206
	Iteration 34Q: 3 clusters Score -621917.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -621922.937500 Penalty: 847.973206
	Iteration 35Q: 3 clusters Score -621922.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -621928.875000 Penalty: 847.973206
	Iteration 36Q: 3 clusters Score -621928.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -621934.750000 Penalty: 847.973206
	Iteration 37Q: 3 clusters Score -621934.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -621937.625000 Penalty: 847.973206
	Iteration 38Q: 3 clusters Score -621937.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -621940.125000 Penalty: 847.973206
	Iteration 39Q: 3 clusters Score -621940.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -621943.562500 Penalty: 847.973206
	Iteration 40F: 3 clusters Score -621943.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -621951.062500 Penalty: 847.973206
	Iteration 41Q: 3 clusters Score -621951.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -621958.000000 Penalty: 847.973206
	Iteration 42Q: 3 clusters Score -621958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -621962.187500 Penalty: 847.973206
	Iteration 43Q: 3 clusters Score -621962.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -621964.187500 Penalty: 847.973206
	Iteration 44Q: 3 clusters Score -621964.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -621968.000000 Penalty: 847.973206
	Iteration 45Q: 3 clusters Score -621968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -621971.062500 Penalty: 847.973206
	Iteration 46Q: 3 clusters Score -621971.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -621972.750000 Penalty: 847.973206
	Iteration 47Q: 3 clusters Score -621972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -621972.562500 Penalty: 847.973206
	Iteration 48Q: 3 clusters Score -621972.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -621973.000000 Penalty: 847.973206
	Iteration 49Q: 3 clusters Score -621973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -621975.000000 Penalty: 847.973206
	Iteration 50Q: 3 clusters Score -621975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -621975.250000 Penalty: 847.973206
	Iteration 51Q: 3 clusters Score -621975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -621975.937500 Penalty: 847.973206
	Iteration 52Q: 3 clusters Score -621975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -621976.187500 Penalty: 847.973206
	Iteration 53Q: 3 clusters Score -621976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -621976.187500 Penalty: 847.973206
	Iteration 54F: 3 clusters Score -621976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -6697.469238 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -6697.469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6437.544922 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -6437.545 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6498.413086 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -6498.413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6510.604980 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -6510.605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6518.188477 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -6518.188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6522.414062 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -6522.414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6522.414062 Penalty: 476.998962
	Iteration 5F: 3 clusters Score -6522.414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -44067.789062 Penalty: 312.963867
	Iteration 0F: 2 clusters Score -44067.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -43284.984375 Penalty: 625.927734
	Iteration 0F: 3 clusters Score -43284.98 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -43546.074219 Penalty: 625.927734
	Iteration 1F: 3 clusters Score -43546.07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -43643.617188 Penalty: 625.927734
	Iteration 2F: 3 clusters Score -43643.62 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -43709.671875 Penalty: 625.927734
	Iteration 3F: 3 clusters Score -43709.67 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -43756.835938 Penalty: 625.927734
	Iteration 4F: 3 clusters Score -43756.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -43801.757812 Penalty: 625.927734
	Iteration 5Q: 3 clusters Score -43801.76 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -43852.480469 Penalty: 625.927734
	Iteration 6Q: 3 clusters Score -43852.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -43893.519531 Penalty: 625.927734
	Iteration 7Q: 3 clusters Score -43893.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -43919.640625 Penalty: 625.927734
	Iteration 8Q: 3 clusters Score -43919.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -43933.988281 Penalty: 625.927734
	Iteration 9Q: 3 clusters Score -43933.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -43950.992188 Penalty: 625.927734
	Iteration 10Q: 3 clusters Score -43950.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -43959.601562 Penalty: 625.927734
	Iteration 11Q: 3 clusters Score -43959.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -43962.789062 Penalty: 625.927734
	Iteration 12Q: 3 clusters Score -43962.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -43965.351562 Penalty: 625.927734
	Iteration 13Q: 3 clusters Score -43965.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -43967.042969 Penalty: 625.927734
	Iteration 14Q: 3 clusters Score -43967.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -43969.000000 Penalty: 625.927734
	Iteration 15Q: 3 clusters Score -43969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -43971.656250 Penalty: 625.927734
	Iteration 16Q: 3 clusters Score -43971.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -43972.542969 Penalty: 625.927734
	Iteration 17Q: 3 clusters Score -43972.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -43973.285156 Penalty: 625.927734
	Iteration 18Q: 3 clusters Score -43973.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -43974.703125 Penalty: 625.927734
	Iteration 19Q: 3 clusters Score -43974.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -43974.703125 Penalty: 625.927734
	Iteration 20F: 3 clusters Score -43974.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -7827.397461 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -7827.397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7568.354492 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -7568.354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7610.542480 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -7610.542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7618.833984 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -7618.834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7640.434570 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -7640.435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7653.786621 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -7653.787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7668.505371 Penalty: 471.542328
	Iteration 5F: 3 clusters Score -7668.505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7677.107422 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -7677.107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7680.682129 Penalty: 471.542328
	Iteration 7Q: 3 clusters Score -7680.682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7681.778320 Penalty: 471.542328
	Iteration 8Q: 3 clusters Score -7681.778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7687.278320 Penalty: 471.542328
	Iteration 9Q: 3 clusters Score -7687.278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7687.278320 Penalty: 471.542328
	Iteration 10F: 3 clusters Score -7687.278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -41272.914062 Penalty: 303.692535
	Iteration 0F: 2 clusters Score -41272.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40605.074219 Penalty: 607.385071
	Iteration 0F: 3 clusters Score -40605.07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40799.531250 Penalty: 607.385071
	Iteration 1F: 3 clusters Score -40799.53 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40855.414062 Penalty: 607.385071
	Iteration 2F: 3 clusters Score -40855.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40898.980469 Penalty: 607.385071
	Iteration 3F: 3 clusters Score -40898.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40919.683594 Penalty: 607.385071
	Iteration 4Q: 3 clusters Score -40919.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40933.320312 Penalty: 607.385071
	Iteration 5Q: 3 clusters Score -40933.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -40942.058594 Penalty: 607.385071
	Iteration 6Q: 3 clusters Score -40942.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -40946.289062 Penalty: 607.385071
	Iteration 7Q: 3 clusters Score -40946.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40949.035156 Penalty: 607.385071
	Iteration 8Q: 3 clusters Score -40949.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40951.066406 Penalty: 607.385071
	Iteration 9Q: 3 clusters Score -40951.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40953.339844 Penalty: 607.385071
	Iteration 10Q: 3 clusters Score -40953.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40955.820312 Penalty: 607.385071
	Iteration 11Q: 3 clusters Score -40955.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40961.000000 Penalty: 607.385071
	Iteration 12Q: 3 clusters Score -40961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40964.859375 Penalty: 607.385071
	Iteration 13Q: 3 clusters Score -40964.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40967.367188 Penalty: 607.385071
	Iteration 14Q: 3 clusters Score -40967.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40968.738281 Penalty: 607.385071
	Iteration 15Q: 3 clusters Score -40968.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40971.429688 Penalty: 607.385071
	Iteration 16Q: 3 clusters Score -40971.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40974.308594 Penalty: 607.385071
	Iteration 17Q: 3 clusters Score -40974.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40979.644531 Penalty: 607.385071
	Iteration 18Q: 3 clusters Score -40979.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40986.238281 Penalty: 607.385071
	Iteration 19Q: 3 clusters Score -40986.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40992.273438 Penalty: 607.385071
	Iteration 20F: 3 clusters Score -40992.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40999.253906 Penalty: 607.385071
	Iteration 21Q: 3 clusters Score -40999.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41001.242188 Penalty: 607.385071
	Iteration 22Q: 3 clusters Score -41001.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41004.695312 Penalty: 607.385071
	Iteration 23Q: 3 clusters Score -41004.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41008.609375 Penalty: 607.385071
	Iteration 24Q: 3 clusters Score -41008.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41010.160156 Penalty: 607.385071
	Iteration 25Q: 3 clusters Score -41010.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41010.871094 Penalty: 607.385071
	Iteration 26Q: 3 clusters Score -41010.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41011.824219 Penalty: 607.385071
	Iteration 27Q: 3 clusters Score -41011.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41012.773438 Penalty: 607.385071
	Iteration 28Q: 3 clusters Score -41012.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41014.804688 Penalty: 607.385071
	Iteration 29Q: 3 clusters Score -41014.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41016.953125 Penalty: 607.385071
	Iteration 30Q: 3 clusters Score -41016.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41017.437500 Penalty: 607.385071
	Iteration 31Q: 3 clusters Score -41017.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41017.437500 Penalty: 607.385071
	Iteration 32F: 3 clusters Score -41017.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -23934.619141 Penalty: 286.434601
	Iteration 0F: 2 clusters Score -23934.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23413.583984 Penalty: 572.869202
	Iteration 0F: 3 clusters Score -23413.58 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23566.091797 Penalty: 572.869202
	Iteration 1F: 3 clusters Score -23566.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23604.751953 Penalty: 572.869202
	Iteration 2F: 3 clusters Score -23604.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23637.904297 Penalty: 572.869202
	Iteration 3F: 3 clusters Score -23637.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23669.525391 Penalty: 572.869202
	Iteration 4F: 3 clusters Score -23669.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23701.525391 Penalty: 572.869202
	Iteration 5Q: 3 clusters Score -23701.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23727.554688 Penalty: 572.869202
	Iteration 6Q: 3 clusters Score -23727.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23760.103516 Penalty: 572.869202
	Iteration 7Q: 3 clusters Score -23760.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23778.224609 Penalty: 572.869202
	Iteration 8Q: 3 clusters Score -23778.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23813.910156 Penalty: 572.869202
	Iteration 9Q: 3 clusters Score -23813.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23838.027344 Penalty: 572.869202
	Iteration 10Q: 3 clusters Score -23838.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23874.585938 Penalty: 572.869202
	Iteration 11Q: 3 clusters Score -23874.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23936.472656 Penalty: 572.869202
	Iteration 12Q: 3 clusters Score -23936.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23982.921875 Penalty: 572.869202
	Iteration 13Q: 3 clusters Score -23982.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24002.820312 Penalty: 572.869202
	Iteration 14Q: 3 clusters Score -24002.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24012.777344 Penalty: 572.869202
	Iteration 15Q: 3 clusters Score -24012.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24022.916016 Penalty: 572.869202
	Iteration 16Q: 3 clusters Score -24022.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24026.771484 Penalty: 572.869202
	Iteration 17Q: 3 clusters Score -24026.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24032.234375 Penalty: 572.869202
	Iteration 18Q: 3 clusters Score -24032.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24034.406250 Penalty: 572.869202
	Iteration 19Q: 3 clusters Score -24034.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24035.394531 Penalty: 572.869202
	Iteration 20F: 3 clusters Score -24035.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24035.689453 Penalty: 572.869202
	Iteration 21Q: 3 clusters Score -24035.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24036.845703 Penalty: 572.869202
	Iteration 22Q: 3 clusters Score -24036.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24037.070312 Penalty: 572.869202
	Iteration 23Q: 3 clusters Score -24037.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24037.070312 Penalty: 572.869202
	Iteration 24F: 3 clusters Score -24037.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 119 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 29589 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 550 members 
Mstep: Class 13 contains 116 members 
Mstep: Class 14 contains 161782 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9189 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11141 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 307 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 282299 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 5125 members 
Mstep: Class 33 contains 853 members 
Mstep: Class 34 contains 162 members 
Mstep: Class 35 contains 235 members 
Entering Unmasked Estep 
Score: -27450596.000000 Penalty: 21005.037109
Splitting cluster 26 changes total score from -27450738.000000 to -27450596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Entering Unmasked Estep 
Score: -127901.023438 Penalty: 354.250305
	Iteration 0F: 2 clusters Score -127901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -126196.210938 Penalty: 708.500610
	Iteration 0F: 3 clusters Score -126196.2 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -126774.148438 Penalty: 708.500610
	Iteration 1F: 3 clusters Score -126774.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -126877.765625 Penalty: 708.500610
	Iteration 2F: 3 clusters Score -126877.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -126948.867188 Penalty: 708.500610
	Iteration 3F: 3 clusters Score -126948.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -127008.507812 Penalty: 708.500610
	Iteration 4Q: 3 clusters Score -127008.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -127065.859375 Penalty: 708.500610
	Iteration 5Q: 3 clusters Score -127065.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -127115.312500 Penalty: 708.500610
	Iteration 6Q: 3 clusters Score -127115.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -127186.945312 Penalty: 708.500610
	Iteration 7Q: 3 clusters Score -127186.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -127290.734375 Penalty: 708.500610
	Iteration 8Q: 3 clusters Score -127290.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -127375.062500 Penalty: 708.500610
	Iteration 9Q: 3 clusters Score -127375.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -127447.867188 Penalty: 708.500610
	Iteration 10Q: 3 clusters Score -127447.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -127516.257812 Penalty: 708.500610
	Iteration 11Q: 3 clusters Score -127516.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -127561.843750 Penalty: 708.500610
	Iteration 12Q: 3 clusters Score -127561.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -127578.039062 Penalty: 708.500610
	Iteration 13Q: 3 clusters Score -127578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -127584.960938 Penalty: 708.500610
	Iteration 14Q: 3 clusters Score -127585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -127591.421875 Penalty: 708.500610
	Iteration 15Q: 3 clusters Score -127591.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -127594.710938 Penalty: 708.500610
	Iteration 16Q: 3 clusters Score -127594.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -127598.304688 Penalty: 708.500610
	Iteration 17Q: 3 clusters Score -127598.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -127599.460938 Penalty: 708.500610
	Iteration 18Q: 3 clusters Score -127599.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -127600.132812 Penalty: 708.500610
	Iteration 19Q: 3 clusters Score -127600.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -127601.343750 Penalty: 708.500610
	Iteration 20F: 3 clusters Score -127601.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -127601.890625 Penalty: 708.500610
	Iteration 21Q: 3 clusters Score -127601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -127601.984375 Penalty: 708.500610
	Iteration 22Q: 3 clusters Score -127602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -127601.843750 Penalty: 708.500610
	Iteration 23Q: 3 clusters Score -127601.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -127601.843750 Penalty: 708.500610
	Iteration 24F: 3 clusters Score -127601.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (282299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282299 members 
Entering Unmasked Estep 
Score: -14965453.000000 Penalty: 571.057861
	Iteration 0F: 2 clusters Score -1.496545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141371 members 
Mstep: Class 2 contains 140928 members 
Entering Unmasked Estep 
Score: -14779317.000000 Penalty: 1142.115723
	Iteration 0F: 3 clusters Score -1.477932e+07 nChanged 139341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158318 members 
Mstep: Class 2 contains 123981 members 
Entering Unmasked Estep 
Score: -14869970.000000 Penalty: 1142.115723
	Iteration 1F: 3 clusters Score -1.486997e+07 nChanged 16914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168632 members 
Mstep: Class 2 contains 113667 members 
Entering Unmasked Estep 
Score: -14878510.000000 Penalty: 1142.115723
	Iteration 2F: 3 clusters Score -1.487851e+07 nChanged 19737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181429 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -14891235.000000 Penalty: 1142.115723
	Iteration 3F: 3 clusters Score -1.489124e+07 nChanged 20448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194525 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -14907999.000000 Penalty: 1142.115723
	Iteration 4F: 3 clusters Score -1.4908e+07 nChanged 18500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205069 members 
Mstep: Class 2 contains 77230 members 
Entering Unmasked Estep 
Score: -14925325.000000 Penalty: 1142.115723
	Iteration 5F: 3 clusters Score -1.492532e+07 nChanged 14193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211196 members 
Mstep: Class 2 contains 71103 members 
Entering Unmasked Estep 
Score: -14935081.000000 Penalty: 1142.115723
	Iteration 6F: 3 clusters Score -1.493508e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215292 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -14938869.000000 Penalty: 1142.115723
	Iteration 7Q: 3 clusters Score -1.493887e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219122 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -14940840.000000 Penalty: 1142.115723
	Iteration 8Q: 3 clusters Score -1.494084e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222763 members 
Mstep: Class 2 contains 59536 members 
Entering Unmasked Estep 
Score: -14942725.000000 Penalty: 1142.115723
	Iteration 9Q: 3 clusters Score -1.494272e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226294 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -14944502.000000 Penalty: 1142.115723
	Iteration 10Q: 3 clusters Score -1.49445e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229796 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -14946264.000000 Penalty: 1142.115723
	Iteration 11Q: 3 clusters Score -1.494626e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233186 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -14947931.000000 Penalty: 1142.115723
	Iteration 12Q: 3 clusters Score -1.494793e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236304 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -14949454.000000 Penalty: 1142.115723
	Iteration 13Q: 3 clusters Score -1.494945e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239278 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -14950796.000000 Penalty: 1142.115723
	Iteration 14Q: 3 clusters Score -1.49508e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242103 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -14952018.000000 Penalty: 1142.115723
	Iteration 15Q: 3 clusters Score -1.495202e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244816 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -14953159.000000 Penalty: 1142.115723
	Iteration 16Q: 3 clusters Score -1.495316e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247398 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -14954288.000000 Penalty: 1142.115723
	Iteration 17Q: 3 clusters Score -1.495429e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249842 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -14955293.000000 Penalty: 1142.115723
	Iteration 18Q: 3 clusters Score -1.495529e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252245 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -14956259.000000 Penalty: 1142.115723
	Iteration 19Q: 3 clusters Score -1.495626e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254516 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -14957088.000000 Penalty: 1142.115723
	Iteration 20F: 3 clusters Score -1.495709e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256721 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -14958091.000000 Penalty: 1142.115723
	Iteration 21Q: 3 clusters Score -1.495809e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258738 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -14958888.000000 Penalty: 1142.115723
	Iteration 22Q: 3 clusters Score -1.495889e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260638 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -14959643.000000 Penalty: 1142.115723
	Iteration 23Q: 3 clusters Score -1.495964e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262302 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -14960186.000000 Penalty: 1142.115723
	Iteration 24Q: 3 clusters Score -1.496019e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263831 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -14960704.000000 Penalty: 1142.115723
	Iteration 25Q: 3 clusters Score -1.49607e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265258 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -14961436.000000 Penalty: 1142.115723
	Iteration 26Q: 3 clusters Score -1.496144e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266625 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -14962336.000000 Penalty: 1142.115723
	Iteration 27Q: 3 clusters Score -1.496234e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267992 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -14963040.000000 Penalty: 1142.115723
	Iteration 28Q: 3 clusters Score -1.496304e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269262 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -14963667.000000 Penalty: 1142.115723
	Iteration 29Q: 3 clusters Score -1.496367e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270459 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -14964210.000000 Penalty: 1142.115723
	Iteration 30Q: 3 clusters Score -1.496421e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271638 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -14964732.000000 Penalty: 1142.115723
	Iteration 31Q: 3 clusters Score -1.496473e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272726 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -14965040.000000 Penalty: 1142.115723
	Iteration 32Q: 3 clusters Score -1.496504e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273767 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -14965346.000000 Penalty: 1142.115723
	Iteration 33Q: 3 clusters Score -1.496535e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274689 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -14965473.000000 Penalty: 1142.115723
	Iteration 34Q: 3 clusters Score -1.496547e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275495 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -14965590.000000 Penalty: 1142.115723
	Iteration 35Q: 3 clusters Score -1.496559e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276238 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -14965659.000000 Penalty: 1142.115723
	Iteration 36Q: 3 clusters Score -1.496566e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276913 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -14965606.000000 Penalty: 1142.115723
	Iteration 37Q: 3 clusters Score -1.496561e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277560 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -14965659.000000 Penalty: 1142.115723
	Iteration 38Q: 3 clusters Score -1.496566e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278135 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -14965666.000000 Penalty: 1142.115723
	Iteration 39Q: 3 clusters Score -1.496567e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278656 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -14965600.000000 Penalty: 1142.115723
	Iteration 40F: 3 clusters Score -1.49656e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279116 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -14965562.000000 Penalty: 1142.115723
	Iteration 41Q: 3 clusters Score -1.496556e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279519 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -14965599.000000 Penalty: 1142.115723
	Iteration 42Q: 3 clusters Score -1.49656e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279867 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -14965567.000000 Penalty: 1142.115723
	Iteration 43Q: 3 clusters Score -1.496557e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280182 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -14965537.000000 Penalty: 1142.115723
	Iteration 44Q: 3 clusters Score -1.496554e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280428 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -14965525.000000 Penalty: 1142.115723
	Iteration 45Q: 3 clusters Score -1.496552e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280652 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -14965451.000000 Penalty: 1142.115723
	Iteration 46Q: 3 clusters Score -1.496545e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280855 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -14965434.000000 Penalty: 1142.115723
	Iteration 47Q: 3 clusters Score -1.496543e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281033 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -14965391.000000 Penalty: 1142.115723
	Iteration 48Q: 3 clusters Score -1.496539e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281201 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -14965324.000000 Penalty: 1142.115723
	Iteration 49Q: 3 clusters Score -1.496532e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281350 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -14965293.000000 Penalty: 1142.115723
	Iteration 50Q: 3 clusters Score -1.496529e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281470 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -14965262.000000 Penalty: 1142.115723
	Iteration 51Q: 3 clusters Score -1.496526e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281575 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -14965220.000000 Penalty: 1142.115723
	Iteration 52Q: 3 clusters Score -1.496522e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281650 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -14965227.000000 Penalty: 1142.115723
	Iteration 53Q: 3 clusters Score -1.496523e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281707 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -14965232.000000 Penalty: 1142.115723
	Iteration 54Q: 3 clusters Score -1.496523e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281759 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -14965225.000000 Penalty: 1142.115723
	Iteration 55Q: 3 clusters Score -1.496522e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281802 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -14965213.000000 Penalty: 1142.115723
	Iteration 56Q: 3 clusters Score -1.496521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281831 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -14965188.000000 Penalty: 1142.115723
	Iteration 57Q: 3 clusters Score -1.496519e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281856 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -14965156.000000 Penalty: 1142.115723
	Iteration 58Q: 3 clusters Score -1.496516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281876 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -14965142.000000 Penalty: 1142.115723
	Iteration 59Q: 3 clusters Score -1.496514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281889 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -14965169.000000 Penalty: 1142.115723
	Iteration 60F: 3 clusters Score -1.496517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281901 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -14965166.000000 Penalty: 1142.115723
	Iteration 61Q: 3 clusters Score -1.496517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281916 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -14965178.000000 Penalty: 1142.115723
	Iteration 62Q: 3 clusters Score -1.496518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281930 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -14965185.000000 Penalty: 1142.115723
	Iteration 63Q: 3 clusters Score -1.496518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281953 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -14965170.000000 Penalty: 1142.115723
	Iteration 64Q: 3 clusters Score -1.496517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281965 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -14965170.000000 Penalty: 1142.115723
	Iteration 65Q: 3 clusters Score -1.496517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281974 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14965171.000000 Penalty: 1142.115723
	Iteration 66Q: 3 clusters Score -1.496517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281978 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -14965163.000000 Penalty: 1142.115723
	Iteration 67Q: 3 clusters Score -1.496516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281983 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -14965159.000000 Penalty: 1142.115723
	Iteration 68Q: 3 clusters Score -1.496516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281990 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14965164.000000 Penalty: 1142.115723
	Iteration 69Q: 3 clusters Score -1.496516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281996 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -14965165.000000 Penalty: 1142.115723
	Iteration 70Q: 3 clusters Score -1.496516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282002 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -14965170.000000 Penalty: 1142.115723
	Iteration 71Q: 3 clusters Score -1.496517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282005 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -14965167.000000 Penalty: 1142.115723
	Iteration 72Q: 3 clusters Score -1.496517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282007 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -14965170.000000 Penalty: 1142.115723
	Iteration 73Q: 3 clusters Score -1.496517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282009 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -14965163.000000 Penalty: 1142.115723
	Iteration 74Q: 3 clusters Score -1.496516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282010 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14965161.000000 Penalty: 1142.115723
	Iteration 75Q: 3 clusters Score -1.496516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282010 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14965161.000000 Penalty: 1142.115723
	Iteration 76F: 3 clusters Score -1.496516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -5283.753418 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -5283.753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5094.698242 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -5094.698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5236.522461 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -5236.522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5274.727539 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -5274.728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5297.800781 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -5297.801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5401.708008 Penalty: 445.703430
	Iteration 4F: 3 clusters Score -5401.708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5425.357422 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -5425.357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5431.701172 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -5431.701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5431.701172 Penalty: 445.703430
	Iteration 7F: 3 clusters Score -5431.701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 119 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 29589 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 550 members 
Mstep: Class 13 contains 116 members 
Mstep: Class 14 contains 161782 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9189 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11141 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 282299 members 
Mstep: Class 29 contains 91 members 
Mstep: Class 30 contains 1047 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 5125 members 
Mstep: Class 33 contains 853 members 
Mstep: Class 34 contains 162 members 
Mstep: Class 35 contains 43 members 
Entering Unmasked Estep 
Score: -27450586.000000 Penalty: 21005.037109
Splitting cluster 29 changes total score from -27450738.000000 to -27450586.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -46952.992188 Penalty: 316.392639
	Iteration 0F: 2 clusters Score -46952.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -46125.558594 Penalty: 632.785278
	Iteration 0F: 3 clusters Score -46125.56 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -46376.570312 Penalty: 632.785278
	Iteration 1F: 3 clusters Score -46376.57 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -46447.410156 Penalty: 632.785278
	Iteration 2F: 3 clusters Score -46447.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -46537.261719 Penalty: 632.785278
	Iteration 3F: 3 clusters Score -46537.26 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -46629.132812 Penalty: 632.785278
	Iteration 4F: 3 clusters Score -46629.13 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -46702.312500 Penalty: 632.785278
	Iteration 5F: 3 clusters Score -46702.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -46764.121094 Penalty: 632.785278
	Iteration 6F: 3 clusters Score -46764.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -46817.527344 Penalty: 632.785278
	Iteration 7F: 3 clusters Score -46817.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -46858.394531 Penalty: 632.785278
	Iteration 8Q: 3 clusters Score -46858.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -46881.453125 Penalty: 632.785278
	Iteration 9Q: 3 clusters Score -46881.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -46902.660156 Penalty: 632.785278
	Iteration 10Q: 3 clusters Score -46902.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -46924.863281 Penalty: 632.785278
	Iteration 11Q: 3 clusters Score -46924.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -46945.074219 Penalty: 632.785278
	Iteration 12Q: 3 clusters Score -46945.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -46955.730469 Penalty: 632.785278
	Iteration 13Q: 3 clusters Score -46955.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -46961.511719 Penalty: 632.785278
	Iteration 14Q: 3 clusters Score -46961.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -46963.765625 Penalty: 632.785278
	Iteration 15Q: 3 clusters Score -46963.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -46966.011719 Penalty: 632.785278
	Iteration 16Q: 3 clusters Score -46966.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -46968.425781 Penalty: 632.785278
	Iteration 17Q: 3 clusters Score -46968.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -46970.085938 Penalty: 632.785278
	Iteration 18Q: 3 clusters Score -46970.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -46972.570312 Penalty: 632.785278
	Iteration 19Q: 3 clusters Score -46972.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -46975.425781 Penalty: 632.785278
	Iteration 20F: 3 clusters Score -46975.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -46976.261719 Penalty: 632.785278
	Iteration 21Q: 3 clusters Score -46976.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -46976.886719 Penalty: 632.785278
	Iteration 22Q: 3 clusters Score -46976.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -46977.027344 Penalty: 632.785278
	Iteration 23Q: 3 clusters Score -46977.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -46977.191406 Penalty: 632.785278
	Iteration 24Q: 3 clusters Score -46977.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -46977.445312 Penalty: 632.785278
	Iteration 25Q: 3 clusters Score -46977.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -46978.167969 Penalty: 632.785278
	Iteration 26Q: 3 clusters Score -46978.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -46979.621094 Penalty: 632.785278
	Iteration 27Q: 3 clusters Score -46979.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -46980.976562 Penalty: 632.785278
	Iteration 28Q: 3 clusters Score -46980.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -46981.187500 Penalty: 632.785278
	Iteration 29Q: 3 clusters Score -46981.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -46981.472656 Penalty: 632.785278
	Iteration 30Q: 3 clusters Score -46981.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -46981.656250 Penalty: 632.785278
	Iteration 31Q: 3 clusters Score -46981.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -46981.761719 Penalty: 632.785278
	Iteration 32Q: 3 clusters Score -46981.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -46982.167969 Penalty: 632.785278
	Iteration 33Q: 3 clusters Score -46982.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -46982.363281 Penalty: 632.785278
	Iteration 34Q: 3 clusters Score -46982.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -46982.363281 Penalty: 632.785278
	Iteration 35F: 3 clusters Score -46982.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 119 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 29589 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 550 members 
Mstep: Class 13 contains 116 members 
Mstep: Class 14 contains 161782 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9189 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11141 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 282299 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 632 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 5125 members 
Mstep: Class 33 contains 853 members 
Mstep: Class 34 contains 162 members 
Mstep: Class 35 contains 415 members 
Entering Unmasked Estep 
Score: -27450574.000000 Penalty: 21005.037109
Splitting cluster 30 changes total score from -27450738.000000 to -27450574.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 119 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 29589 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 550 members 
Mstep: Class 13 contains 116 members 
Mstep: Class 14 contains 161782 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9189 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11141 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 282299 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450976.000000 Penalty: 20404.894531
Iteration 79Q: 35 clusters Score -2.745098e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 2945 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 116 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 29825 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 549 members 
Mstep: Class 13 contains 118 members 
Mstep: Class 14 contains 161735 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 2558 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 9142 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 11183 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 2407 members 
Mstep: Class 28 contains 282340 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1047 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 5028 members 
Mstep: Class 33 contains 794 members 
Mstep: Class 34 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451192.000000 Penalty: 20404.894531
Iteration 80F: 35 clusters Score -2.745119e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 2944 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 29817 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2339 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 549 members 
Mstep: Class 13 contains 120 members 
Mstep: Class 14 contains 161571 members 
Mstep: Class 15 contains 4888 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 9105 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11216 members 
Mstep: Class 22 contains 188 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 2404 members 
Mstep: Class 28 contains 282364 members 
Mstep: Class 29 contains 135 members 
Mstep: Class 30 contains 1047 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 5181 members 
Mstep: Class 33 contains 889 members 
Mstep: Class 34 contains 166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451384.000000 Penalty: 20404.894531
Iteration 81Q: 35 clusters Score -2.745138e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1642 members 
Mstep: Class 4 contains 29823 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2343 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 549 members 
Mstep: Class 13 contains 122 members 
Mstep: Class 14 contains 161459 members 
Mstep: Class 15 contains 4794 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 412 members 
Mstep: Class 18 contains 9087 members 
Mstep: Class 19 contains 4493 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11255 members 
Mstep: Class 22 contains 188 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 2404 members 
Mstep: Class 28 contains 282355 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 1048 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 5332 members 
Mstep: Class 33 contains 930 members 
Mstep: Class 34 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451682.000000 Penalty: 20404.894531
Iteration 82Q: 35 clusters Score -2.745168e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1642 members 
Mstep: Class 4 contains 29850 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2343 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 550 members 
Mstep: Class 13 contains 121 members 
Mstep: Class 14 contains 161372 members 
Mstep: Class 15 contains 4692 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 9063 members 
Mstep: Class 19 contains 4474 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11295 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 2405 members 
Mstep: Class 28 contains 282333 members 
Mstep: Class 29 contains 133 members 
Mstep: Class 30 contains 1048 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 5477 members 
Mstep: Class 33 contains 947 members 
Mstep: Class 34 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451754.000000 Penalty: 20404.894531
Iteration 83Q: 35 clusters Score -2.745175e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1639 members 
Mstep: Class 4 contains 29899 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 161289 members 
Mstep: Class 15 contains 4583 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 9030 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11329 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 282334 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 5608 members 
Mstep: Class 33 contains 961 members 
Mstep: Class 34 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451936.000000 Penalty: 20404.894531
Iteration 84Q: 35 clusters Score -2.745194e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1637 members 
Mstep: Class 4 contains 29963 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2342 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 126 members 
Mstep: Class 14 contains 161201 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 2597 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 9002 members 
Mstep: Class 19 contains 4429 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11356 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2410 members 
Mstep: Class 28 contains 282350 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 5715 members 
Mstep: Class 33 contains 975 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451962.000000 Penalty: 20404.894531
Iteration 85Q: 35 clusters Score -2.745196e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 30046 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2335 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 550 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 161122 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8980 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11383 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2410 members 
Mstep: Class 28 contains 282374 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 5803 members 
Mstep: Class 33 contains 984 members 
Mstep: Class 34 contains 166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452010.000000 Penalty: 20404.894531
Iteration 86Q: 35 clusters Score -2.745201e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 30148 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 833 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 548 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 161059 members 
Mstep: Class 15 contains 4277 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8962 members 
Mstep: Class 19 contains 4367 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11407 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 820 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2411 members 
Mstep: Class 28 contains 282369 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 5881 members 
Mstep: Class 33 contains 993 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452004.000000 Penalty: 20404.894531
Iteration 87Q: 35 clusters Score -2.7452e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 30252 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2337 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 548 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160974 members 
Mstep: Class 15 contains 4188 members 
Mstep: Class 16 contains 2607 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8933 members 
Mstep: Class 19 contains 4335 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 11434 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 821 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2411 members 
Mstep: Class 28 contains 282381 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 996 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452136.000000 Penalty: 20404.894531
Iteration 88Q: 35 clusters Score -2.745214e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 30382 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 849 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 548 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160902 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 16 contains 2610 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8922 members 
Mstep: Class 19 contains 4303 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11460 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 823 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 282372 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6005 members 
Mstep: Class 33 contains 997 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452226.000000 Penalty: 20404.894531
Iteration 89Q: 35 clusters Score -2.745223e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 30505 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 863 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 546 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160813 members 
Mstep: Class 15 contains 4021 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8908 members 
Mstep: Class 19 contains 4279 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11489 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 827 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 282371 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6038 members 
Mstep: Class 33 contains 1000 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452182.000000 Penalty: 20404.894531
Iteration 90Q: 35 clusters Score -2.745218e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 30615 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160731 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 2610 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8898 members 
Mstep: Class 19 contains 4252 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11512 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2411 members 
Mstep: Class 28 contains 282371 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6068 members 
Mstep: Class 33 contains 1000 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452204.000000 Penalty: 20404.894531
Iteration 91Q: 35 clusters Score -2.74522e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 30741 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 9 contains 1252 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160636 members 
Mstep: Class 15 contains 3887 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8887 members 
Mstep: Class 19 contains 4229 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2409 members 
Mstep: Class 28 contains 282390 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6088 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452224.000000 Penalty: 20404.894531
Iteration 92Q: 35 clusters Score -2.745222e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 30831 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2330 members 
Mstep: Class 9 contains 1252 members 
Mstep: Class 10 contains 903 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160574 members 
Mstep: Class 15 contains 3838 members 
Mstep: Class 16 contains 2614 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8873 members 
Mstep: Class 19 contains 4215 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11560 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2409 members 
Mstep: Class 28 contains 282385 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6112 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452300.000000 Penalty: 20404.894531
Iteration 93Q: 35 clusters Score -2.74523e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 30941 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 1252 members 
Mstep: Class 10 contains 913 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160532 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 2617 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8861 members 
Mstep: Class 19 contains 4199 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11580 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2408 members 
Mstep: Class 28 contains 282350 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6130 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452364.000000 Penalty: 20404.894531
Iteration 94Q: 35 clusters Score -2.745236e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 31049 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2325 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160492 members 
Mstep: Class 15 contains 3729 members 
Mstep: Class 16 contains 2620 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8850 members 
Mstep: Class 19 contains 4186 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11598 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2408 members 
Mstep: Class 28 contains 282308 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6154 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452376.000000 Penalty: 20404.894531
Iteration 95Q: 35 clusters Score -2.745238e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 31112 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 928 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160454 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8842 members 
Mstep: Class 19 contains 4171 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11610 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2408 members 
Mstep: Class 28 contains 282301 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6193 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452340.000000 Penalty: 20404.894531
Iteration 96Q: 35 clusters Score -2.745234e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 31188 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2321 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160400 members 
Mstep: Class 15 contains 3620 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8826 members 
Mstep: Class 19 contains 4159 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11623 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2407 members 
Mstep: Class 28 contains 282317 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6225 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452440.000000 Penalty: 20404.894531
Iteration 97Q: 35 clusters Score -2.745244e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 31268 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160362 members 
Mstep: Class 15 contains 3563 members 
Mstep: Class 16 contains 2623 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8817 members 
Mstep: Class 19 contains 4152 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11633 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2407 members 
Mstep: Class 28 contains 282303 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6261 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452452.000000 Penalty: 20404.894531
Iteration 98Q: 35 clusters Score -2.745245e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 31324 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160313 members 
Mstep: Class 15 contains 3513 members 
Mstep: Class 16 contains 2620 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8820 members 
Mstep: Class 19 contains 4139 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11645 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 282317 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6300 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452420.000000 Penalty: 20404.894531
Iteration 99Q: 35 clusters Score -2.745242e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 2943 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 31389 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 940 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160272 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 2621 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8819 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11654 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2405 members 
Mstep: Class 28 contains 282334 members 
Mstep: Class 29 contains 132 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6327 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452476.000000 Penalty: 20404.894531
Iteration 100F: 35 clusters Score -2.745248e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 2938 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 31487 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 941 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160233 members 
Mstep: Class 15 contains 3393 members 
Mstep: Class 16 contains 2620 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8806 members 
Mstep: Class 19 contains 4120 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11661 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2405 members 
Mstep: Class 28 contains 282334 members 
Mstep: Class 29 contains 137 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6351 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452736.000000 Penalty: 20404.894531
Iteration 101Q: 35 clusters Score -2.745274e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 31580 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160195 members 
Mstep: Class 15 contains 3334 members 
Mstep: Class 16 contains 2621 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8795 members 
Mstep: Class 19 contains 4107 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11668 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2404 members 
Mstep: Class 28 contains 282336 members 
Mstep: Class 29 contains 133 members 
Mstep: Class 30 contains 1050 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6371 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452784.000000 Penalty: 20404.894531
Iteration 102Q: 35 clusters Score -2.745278e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 31674 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160152 members 
Mstep: Class 15 contains 3280 members 
Mstep: Class 16 contains 2618 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 4092 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11679 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 985 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2404 members 
Mstep: Class 28 contains 282337 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6391 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452796.000000 Penalty: 20404.894531
Iteration 103Q: 35 clusters Score -2.74528e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 31753 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160101 members 
Mstep: Class 15 contains 3242 members 
Mstep: Class 16 contains 2614 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8771 members 
Mstep: Class 19 contains 4075 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11691 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 989 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2404 members 
Mstep: Class 28 contains 282348 members 
Mstep: Class 29 contains 122 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6419 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452776.000000 Penalty: 20404.894531
Iteration 104Q: 35 clusters Score -2.745278e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 31827 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 160043 members 
Mstep: Class 15 contains 3203 members 
Mstep: Class 16 contains 2606 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8759 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11696 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 991 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2404 members 
Mstep: Class 28 contains 282362 members 
Mstep: Class 29 contains 119 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6454 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452804.000000 Penalty: 20404.894531
Iteration 105Q: 35 clusters Score -2.74528e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 31891 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159986 members 
Mstep: Class 15 contains 3188 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8740 members 
Mstep: Class 19 contains 4054 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11702 members 
Mstep: Class 22 contains 190 members 
Mstep: Class 23 contains 996 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 282377 members 
Mstep: Class 29 contains 116 members 
Mstep: Class 30 contains 1050 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6481 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452836.000000 Penalty: 20404.894531
Iteration 106Q: 35 clusters Score -2.745284e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 31954 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2255 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 965 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159925 members 
Mstep: Class 15 contains 3155 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8729 members 
Mstep: Class 19 contains 4044 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11714 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 282404 members 
Mstep: Class 29 contains 115 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6504 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452882.000000 Penalty: 20404.894531
Iteration 107Q: 35 clusters Score -2.745288e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 32005 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2253 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159877 members 
Mstep: Class 15 contains 3124 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8710 members 
Mstep: Class 19 contains 4029 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11725 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2404 members 
Mstep: Class 28 contains 282427 members 
Mstep: Class 29 contains 114 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6539 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452862.000000 Penalty: 20404.894531
Iteration 108Q: 35 clusters Score -2.745286e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 32071 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2249 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159852 members 
Mstep: Class 15 contains 3074 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8691 members 
Mstep: Class 19 contains 4014 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11736 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2402 members 
Mstep: Class 28 contains 282431 members 
Mstep: Class 29 contains 114 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6576 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27452926.000000 Penalty: 20404.894531
Iteration 109Q: 35 clusters Score -2.745293e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 32136 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159841 members 
Mstep: Class 15 contains 3033 members 
Mstep: Class 16 contains 2561 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8672 members 
Mstep: Class 19 contains 3981 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11743 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2402 members 
Mstep: Class 28 contains 282444 members 
Mstep: Class 29 contains 114 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6604 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27453018.000000 Penalty: 20404.894531
Iteration 110Q: 35 clusters Score -2.745302e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 32225 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2235 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159825 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 2547 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8656 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11754 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2402 members 
Mstep: Class 28 contains 282430 members 
Mstep: Class 29 contains 114 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6616 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27453104.000000 Penalty: 20404.894531
Iteration 111Q: 35 clusters Score -2.74531e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 32300 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2228 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 1007 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 545 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159797 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 2536 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8643 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11767 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2402 members 
Mstep: Class 28 contains 282421 members 
Mstep: Class 29 contains 114 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6631 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27453136.000000 Penalty: 20404.894531
Iteration 112Q: 35 clusters Score -2.745314e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 32374 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2223 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159779 members 
Mstep: Class 15 contains 2939 members 
Mstep: Class 16 contains 2524 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8636 members 
Mstep: Class 19 contains 3915 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11778 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 831 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2401 members 
Mstep: Class 28 contains 282411 members 
Mstep: Class 29 contains 114 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6648 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27453152.000000 Penalty: 20404.894531
Iteration 113Q: 35 clusters Score -2.745315e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 32455 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2225 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 542 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159772 members 
Mstep: Class 15 contains 2908 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8631 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2399 members 
Mstep: Class 28 contains 282379 members 
Mstep: Class 29 contains 114 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6663 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27453178.000000 Penalty: 20404.894531
Iteration 114Q: 35 clusters Score -2.745318e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 32521 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2229 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159759 members 
Mstep: Class 15 contains 2888 members 
Mstep: Class 16 contains 2509 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8633 members 
Mstep: Class 19 contains 3858 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11799 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2400 members 
Mstep: Class 28 contains 282345 members 
Mstep: Class 29 contains 114 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6679 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27453186.000000 Penalty: 20404.894531
Iteration 115Q: 35 clusters Score -2.745319e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 32591 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2232 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 1029 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159742 members 
Mstep: Class 15 contains 2860 members 
Mstep: Class 16 contains 2496 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8635 members 
Mstep: Class 19 contains 3834 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11812 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2400 members 
Mstep: Class 28 contains 282318 members 
Mstep: Class 29 contains 114 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6694 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27453268.000000 Penalty: 20404.894531
Iteration 116Q: 35 clusters Score -2.745327e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 32651 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2232 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 1036 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159723 members 
Mstep: Class 15 contains 2837 members 
Mstep: Class 16 contains 2483 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8641 members 
Mstep: Class 19 contains 3802 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2400 members 
Mstep: Class 28 contains 282299 members 
Mstep: Class 29 contains 114 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6709 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27453352.000000 Penalty: 20404.894531
Iteration 117Q: 35 clusters Score -2.745335e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 32709 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2232 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159681 members 
Mstep: Class 15 contains 2816 members 
Mstep: Class 16 contains 2466 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8643 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11848 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2398 members 
Mstep: Class 28 contains 282300 members 
Mstep: Class 29 contains 114 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6731 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27453448.000000 Penalty: 20404.894531
Iteration 118Q: 35 clusters Score -2.745345e+07 nChanged 330
Entering ConstructFrom: 
Score: -27453448.000000 Penalty: 20404.894531
Entering ConstructFrom: 
Trying to split cluster 1 (3946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Entering Unmasked Estep 
Score: -199375.687500 Penalty: 376.760803
	Iteration 0F: 2 clusters Score -199375.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -196650.359375 Penalty: 753.521606
	Iteration 0F: 3 clusters Score -196650.4 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -197684.937500 Penalty: 753.521606
	Iteration 1F: 3 clusters Score -197684.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -197837.406250 Penalty: 753.521606
	Iteration 2F: 3 clusters Score -197837.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -197987.171875 Penalty: 753.521606
	Iteration 3F: 3 clusters Score -197987.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -198134.859375 Penalty: 753.521606
	Iteration 4F: 3 clusters Score -198134.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -198260.421875 Penalty: 753.521606
	Iteration 5F: 3 clusters Score -198260.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -198386.625000 Penalty: 753.521606
	Iteration 6Q: 3 clusters Score -198386.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -198517.359375 Penalty: 753.521606
	Iteration 7Q: 3 clusters Score -198517.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -198651.328125 Penalty: 753.521606
	Iteration 8Q: 3 clusters Score -198651.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -198785.031250 Penalty: 753.521606
	Iteration 9Q: 3 clusters Score -198785 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -198929.484375 Penalty: 753.521606
	Iteration 10Q: 3 clusters Score -198929.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -199050.234375 Penalty: 753.521606
	Iteration 11Q: 3 clusters Score -199050.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -199106.625000 Penalty: 753.521606
	Iteration 12Q: 3 clusters Score -199106.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -199140.843750 Penalty: 753.521606
	Iteration 13Q: 3 clusters Score -199140.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -199172.000000 Penalty: 753.521606
	Iteration 14Q: 3 clusters Score -199172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -199199.750000 Penalty: 753.521606
	Iteration 15Q: 3 clusters Score -199199.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -199225.906250 Penalty: 753.521606
	Iteration 16Q: 3 clusters Score -199225.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -199254.406250 Penalty: 753.521606
	Iteration 17Q: 3 clusters Score -199254.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -199288.234375 Penalty: 753.521606
	Iteration 18Q: 3 clusters Score -199288.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -199306.062500 Penalty: 753.521606
	Iteration 19Q: 3 clusters Score -199306.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -199313.781250 Penalty: 753.521606
	Iteration 20F: 3 clusters Score -199313.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -199316.640625 Penalty: 753.521606
	Iteration 21Q: 3 clusters Score -199316.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -199319.000000 Penalty: 753.521606
	Iteration 22Q: 3 clusters Score -199319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -199319.703125 Penalty: 753.521606
	Iteration 23Q: 3 clusters Score -199319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -199320.312500 Penalty: 753.521606
	Iteration 24Q: 3 clusters Score -199320.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -199320.609375 Penalty: 753.521606
	Iteration 25Q: 3 clusters Score -199320.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -199320.609375 Penalty: 753.521606
	Iteration 26F: 3 clusters Score -199320.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5236.189453 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5236.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5034.045898 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -5034.046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5072.662109 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -5072.662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5076.062500 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -5076.062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5079.377930 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5079.378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5080.418945 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5080.419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5083.254395 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -5083.254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5086.586426 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -5086.586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5086.586426 Penalty: 428.567261
	Iteration 7F: 3 clusters Score -5086.586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -88788.070312 Penalty: 336.337433
	Iteration 0F: 2 clusters Score -88788.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -87576.937500 Penalty: 672.674866
	Iteration 0F: 3 clusters Score -87576.94 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -88058.085938 Penalty: 672.674866
	Iteration 1F: 3 clusters Score -88058.09 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -88210.054688 Penalty: 672.674866
	Iteration 2F: 3 clusters Score -88210.05 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88331.570312 Penalty: 672.674866
	Iteration 3F: 3 clusters Score -88331.57 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88403.937500 Penalty: 672.674866
	Iteration 4Q: 3 clusters Score -88403.94 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -88448.609375 Penalty: 672.674866
	Iteration 5Q: 3 clusters Score -88448.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -88482.578125 Penalty: 672.674866
	Iteration 6Q: 3 clusters Score -88482.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -88490.726562 Penalty: 672.674866
	Iteration 7Q: 3 clusters Score -88490.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88493.820312 Penalty: 672.674866
	Iteration 8Q: 3 clusters Score -88493.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -88495.601562 Penalty: 672.674866
	Iteration 9Q: 3 clusters Score -88495.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -88496.976562 Penalty: 672.674866
	Iteration 10Q: 3 clusters Score -88496.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -88499.984375 Penalty: 672.674866
	Iteration 11Q: 3 clusters Score -88499.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -88502.593750 Penalty: 672.674866
	Iteration 12Q: 3 clusters Score -88502.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -88503.773438 Penalty: 672.674866
	Iteration 13Q: 3 clusters Score -88503.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -88504.328125 Penalty: 672.674866
	Iteration 14Q: 3 clusters Score -88504.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -88505.281250 Penalty: 672.674866
	Iteration 15Q: 3 clusters Score -88505.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -88505.960938 Penalty: 672.674866
	Iteration 16Q: 3 clusters Score -88505.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -88506.945312 Penalty: 672.674866
	Iteration 17Q: 3 clusters Score -88506.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -88506.945312 Penalty: 672.674866
	Iteration 18F: 3 clusters Score -88506.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Entering Unmasked Estep 
Score: -1677894.125000 Penalty: 473.093750
	Iteration 0F: 2 clusters Score -1677894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1655932.000000 Penalty: 946.187500
	Iteration 0F: 3 clusters Score -1655932 nChanged 15777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1666252.250000 Penalty: 946.187500
	Iteration 1F: 3 clusters Score -1666252 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1668271.375000 Penalty: 946.187500
	Iteration 2F: 3 clusters Score -1668271 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1671221.000000 Penalty: 946.187500
	Iteration 3F: 3 clusters Score -1671221 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1674328.125000 Penalty: 946.187500
	Iteration 4F: 3 clusters Score -1674328 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1676451.125000 Penalty: 946.187500
	Iteration 5F: 3 clusters Score -1676451 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1677255.375000 Penalty: 946.187500
	Iteration 6Q: 3 clusters Score -1677255 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1677439.875000 Penalty: 946.187500
	Iteration 7Q: 3 clusters Score -1677440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1677481.000000 Penalty: 946.187500
	Iteration 8Q: 3 clusters Score -1677481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1677507.750000 Penalty: 946.187500
	Iteration 9Q: 3 clusters Score -1677508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1677518.750000 Penalty: 946.187500
	Iteration 10Q: 3 clusters Score -1677519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1677520.875000 Penalty: 946.187500
	Iteration 11Q: 3 clusters Score -1677521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1677520.875000 Penalty: 946.187500
	Iteration 12F: 3 clusters Score -1677521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -26512.644531 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -26512.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -25976.611328 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -25976.61 nChanged 212
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: -26218.917969 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -26218.92 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -26308.832031 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -26308.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -26338.835938 Penalty: 582.120605
	Iteration 3F: 3 clusters Score -26338.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -26355.720703 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -26355.72 nChanged 15
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: -26369.720703 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -26369.72 nChanged 11
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: -26379.308594 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -26379.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -26381.919922 Penalty: 582.120605
	Iteration 7Q: 3 clusters Score -26381.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -26382.671875 Penalty: 582.120605
	Iteration 8Q: 3 clusters Score -26382.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -26383.796875 Penalty: 582.120605
	Iteration 9Q: 3 clusters Score -26383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -26385.751953 Penalty: 582.120605
	Iteration 10Q: 3 clusters Score -26385.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -26385.984375 Penalty: 582.120605
	Iteration 11Q: 3 clusters Score -26385.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -26386.462891 Penalty: 582.120605
	Iteration 12Q: 3 clusters Score -26386.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -26386.908203 Penalty: 582.120605
	Iteration 13Q: 3 clusters Score -26386.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -26388.121094 Penalty: 582.120605
	Iteration 14Q: 3 clusters Score -26388.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -26388.404297 Penalty: 582.120605
	Iteration 15Q: 3 clusters Score -26388.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -26388.404297 Penalty: 582.120605
	Iteration 16F: 3 clusters Score -26388.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -8393.600586 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -8393.601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8103.031738 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -8103.032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8156.425781 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -8156.426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8176.430664 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -8176.431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8187.285156 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -8187.285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8189.680664 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -8189.681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8192.628906 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -8192.629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8194.438477 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -8194.438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8198.891602 Penalty: 474.063232
	Iteration 7Q: 3 clusters Score -8198.892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8201.553711 Penalty: 474.063232
	Iteration 8Q: 3 clusters Score -8201.554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8201.553711 Penalty: 474.063232
	Iteration 9F: 3 clusters Score -8201.554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -19114.302734 Penalty: 274.505432
	Iteration 0F: 2 clusters Score -19114.3 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 209 members 
Entering Unmasked Estep 
Score: -18686.626953 Penalty: 549.010864
	Iteration 0F: 3 clusters Score -18686.63 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18791.886719 Penalty: 549.010864
	Iteration 1F: 3 clusters Score -18791.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18823.041016 Penalty: 549.010864
	Iteration 2F: 3 clusters Score -18823.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18879.548828 Penalty: 549.010864
	Iteration 3F: 3 clusters Score -18879.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18937.281250 Penalty: 549.010864
	Iteration 4F: 3 clusters Score -18937.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18968.984375 Penalty: 549.010864
	Iteration 5F: 3 clusters Score -18968.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18989.826172 Penalty: 549.010864
	Iteration 6Q: 3 clusters Score -18989.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19033.035156 Penalty: 549.010864
	Iteration 7Q: 3 clusters Score -19033.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19069.871094 Penalty: 549.010864
	Iteration 8Q: 3 clusters Score -19069.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19135.763672 Penalty: 549.010864
	Iteration 9Q: 3 clusters Score -19135.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19212.136719 Penalty: 549.010864
	Iteration 10Q: 3 clusters Score -19212.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19286.849609 Penalty: 549.010864
	Iteration 11Q: 3 clusters Score -19286.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19287.722656 Penalty: 549.010864
	Iteration 12Q: 3 clusters Score -19287.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19288.582031 Penalty: 549.010864
	Iteration 13Q: 3 clusters Score -19288.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19288.582031 Penalty: 549.010864
	Iteration 14F: 3 clusters Score -19288.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1623 members 
Mstep: Class 4 contains 32783 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 2228 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159641 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8638 members 
Mstep: Class 19 contains 3750 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11862 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2398 members 
Mstep: Class 28 contains 282301 members 
Mstep: Class 29 contains 114 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6751 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 253 members 
Entering Unmasked Estep 
Score: -27453302.000000 Penalty: 21005.037109
Splitting cluster 7 changes total score from -27453448.000000 to -27453302.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -117895.359375 Penalty: 350.753113
	Iteration 0F: 2 clusters Score -117895.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -116309.421875 Penalty: 701.506226
	Iteration 0F: 3 clusters Score -116309.4 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -116861.382812 Penalty: 701.506226
	Iteration 1F: 3 clusters Score -116861.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -116975.929688 Penalty: 701.506226
	Iteration 2F: 3 clusters Score -116975.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -117077.937500 Penalty: 701.506226
	Iteration 3F: 3 clusters Score -117077.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -117178.054688 Penalty: 701.506226
	Iteration 4F: 3 clusters Score -117178.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -117267.515625 Penalty: 701.506226
	Iteration 5F: 3 clusters Score -117267.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -117357.453125 Penalty: 701.506226
	Iteration 6F: 3 clusters Score -117357.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -117446.328125 Penalty: 701.506226
	Iteration 7F: 3 clusters Score -117446.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117521.937500 Penalty: 701.506226
	Iteration 8Q: 3 clusters Score -117521.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -117579.281250 Penalty: 701.506226
	Iteration 9Q: 3 clusters Score -117579.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117622.351562 Penalty: 701.506226
	Iteration 10Q: 3 clusters Score -117622.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117664.531250 Penalty: 701.506226
	Iteration 11Q: 3 clusters Score -117664.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -117699.562500 Penalty: 701.506226
	Iteration 12Q: 3 clusters Score -117699.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -117712.664062 Penalty: 701.506226
	Iteration 13Q: 3 clusters Score -117712.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -117722.625000 Penalty: 701.506226
	Iteration 14Q: 3 clusters Score -117722.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -117726.328125 Penalty: 701.506226
	Iteration 15Q: 3 clusters Score -117726.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -117729.046875 Penalty: 701.506226
	Iteration 16Q: 3 clusters Score -117729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -117729.937500 Penalty: 701.506226
	Iteration 17Q: 3 clusters Score -117729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -117730.984375 Penalty: 701.506226
	Iteration 18Q: 3 clusters Score -117731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -117731.757812 Penalty: 701.506226
	Iteration 19Q: 3 clusters Score -117731.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -117732.679688 Penalty: 701.506226
	Iteration 20F: 3 clusters Score -117732.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -117732.976562 Penalty: 701.506226
	Iteration 21Q: 3 clusters Score -117733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -117732.976562 Penalty: 701.506226
	Iteration 22F: 3 clusters Score -117733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -65124.839844 Penalty: 324.818451
	Iteration 0F: 2 clusters Score -65124.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -64120.707031 Penalty: 649.636902
	Iteration 0F: 3 clusters Score -64120.71 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -64486.796875 Penalty: 649.636902
	Iteration 1F: 3 clusters Score -64486.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -64592.777344 Penalty: 649.636902
	Iteration 2F: 3 clusters Score -64592.78 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -64693.542969 Penalty: 649.636902
	Iteration 3F: 3 clusters Score -64693.54 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64756.484375 Penalty: 649.636902
	Iteration 4F: 3 clusters Score -64756.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -64799.863281 Penalty: 649.636902
	Iteration 5Q: 3 clusters Score -64799.86 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -64832.273438 Penalty: 649.636902
	Iteration 6Q: 3 clusters Score -64832.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64859.265625 Penalty: 649.636902
	Iteration 7Q: 3 clusters Score -64859.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64873.316406 Penalty: 649.636902
	Iteration 8Q: 3 clusters Score -64873.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64884.191406 Penalty: 649.636902
	Iteration 9Q: 3 clusters Score -64884.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64889.445312 Penalty: 649.636902
	Iteration 10Q: 3 clusters Score -64889.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64896.230469 Penalty: 649.636902
	Iteration 11Q: 3 clusters Score -64896.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64904.718750 Penalty: 649.636902
	Iteration 12Q: 3 clusters Score -64904.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64912.636719 Penalty: 649.636902
	Iteration 13Q: 3 clusters Score -64912.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64915.496094 Penalty: 649.636902
	Iteration 14Q: 3 clusters Score -64915.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64917.222656 Penalty: 649.636902
	Iteration 15Q: 3 clusters Score -64917.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64920.050781 Penalty: 649.636902
	Iteration 16Q: 3 clusters Score -64920.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64923.410156 Penalty: 649.636902
	Iteration 17Q: 3 clusters Score -64923.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64927.140625 Penalty: 649.636902
	Iteration 18Q: 3 clusters Score -64927.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64931.386719 Penalty: 649.636902
	Iteration 19Q: 3 clusters Score -64931.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64933.480469 Penalty: 649.636902
	Iteration 20F: 3 clusters Score -64933.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64934.878906 Penalty: 649.636902
	Iteration 21Q: 3 clusters Score -64934.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -64936.062500 Penalty: 649.636902
	Iteration 22Q: 3 clusters Score -64936.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64939.648438 Penalty: 649.636902
	Iteration 23Q: 3 clusters Score -64939.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -64940.093750 Penalty: 649.636902
	Iteration 24Q: 3 clusters Score -64940.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64940.277344 Penalty: 649.636902
	Iteration 25Q: 3 clusters Score -64940.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64940.277344 Penalty: 649.636902
	Iteration 26F: 3 clusters Score -64940.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -49056.839844 Penalty: 316.436066
	Iteration 0F: 2 clusters Score -49056.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -48215.949219 Penalty: 632.872131
	Iteration 0F: 3 clusters Score -48215.95 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -48461.632812 Penalty: 632.872131
	Iteration 1F: 3 clusters Score -48461.63 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -48514.500000 Penalty: 632.872131
	Iteration 2F: 3 clusters Score -48514.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -48550.050781 Penalty: 632.872131
	Iteration 3F: 3 clusters Score -48550.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -48586.343750 Penalty: 632.872131
	Iteration 4Q: 3 clusters Score -48586.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -48622.199219 Penalty: 632.872131
	Iteration 5Q: 3 clusters Score -48622.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -48658.246094 Penalty: 632.872131
	Iteration 6Q: 3 clusters Score -48658.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -48688.417969 Penalty: 632.872131
	Iteration 7Q: 3 clusters Score -48688.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -48715.144531 Penalty: 632.872131
	Iteration 8Q: 3 clusters Score -48715.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -48741.925781 Penalty: 632.872131
	Iteration 9Q: 3 clusters Score -48741.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -48752.218750 Penalty: 632.872131
	Iteration 10Q: 3 clusters Score -48752.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -48755.117188 Penalty: 632.872131
	Iteration 11Q: 3 clusters Score -48755.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -48758.480469 Penalty: 632.872131
	Iteration 12Q: 3 clusters Score -48758.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -48760.148438 Penalty: 632.872131
	Iteration 13Q: 3 clusters Score -48760.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -48760.878906 Penalty: 632.872131
	Iteration 14Q: 3 clusters Score -48760.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -48761.847656 Penalty: 632.872131
	Iteration 15Q: 3 clusters Score -48761.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -48762.871094 Penalty: 632.872131
	Iteration 16Q: 3 clusters Score -48762.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -48764.246094 Penalty: 632.872131
	Iteration 17Q: 3 clusters Score -48764.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -48766.054688 Penalty: 632.872131
	Iteration 18Q: 3 clusters Score -48766.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -48769.980469 Penalty: 632.872131
	Iteration 19Q: 3 clusters Score -48769.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -48774.160156 Penalty: 632.872131
	Iteration 20F: 3 clusters Score -48774.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -48776.792969 Penalty: 632.872131
	Iteration 21Q: 3 clusters Score -48776.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -48778.082031 Penalty: 632.872131
	Iteration 22Q: 3 clusters Score -48778.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -48779.183594 Penalty: 632.872131
	Iteration 23Q: 3 clusters Score -48779.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -48780.605469 Penalty: 632.872131
	Iteration 24Q: 3 clusters Score -48780.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -48782.457031 Penalty: 632.872131
	Iteration 25Q: 3 clusters Score -48782.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -48783.734375 Penalty: 632.872131
	Iteration 26Q: 3 clusters Score -48783.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -48785.582031 Penalty: 632.872131
	Iteration 27Q: 3 clusters Score -48785.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -48786.781250 Penalty: 632.872131
	Iteration 28Q: 3 clusters Score -48786.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -48788.726562 Penalty: 632.872131
	Iteration 29Q: 3 clusters Score -48788.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -48789.761719 Penalty: 632.872131
	Iteration 30Q: 3 clusters Score -48789.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -48791.027344 Penalty: 632.872131
	Iteration 31Q: 3 clusters Score -48791.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -48793.519531 Penalty: 632.872131
	Iteration 32Q: 3 clusters Score -48793.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -48793.835938 Penalty: 632.872131
	Iteration 33Q: 3 clusters Score -48793.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -48793.980469 Penalty: 632.872131
	Iteration 34Q: 3 clusters Score -48793.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -48794.402344 Penalty: 632.872131
	Iteration 35Q: 3 clusters Score -48794.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -48794.402344 Penalty: 632.872131
	Iteration 36F: 3 clusters Score -48794.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -21489.945312 Penalty: 275.902222
	Iteration 0F: 2 clusters Score -21489.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21061.744141 Penalty: 551.804443
	Iteration 0F: 3 clusters Score -21061.74 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21144.775391 Penalty: 551.804443
	Iteration 1F: 3 clusters Score -21144.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21166.173828 Penalty: 551.804443
	Iteration 2F: 3 clusters Score -21166.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21178.716797 Penalty: 551.804443
	Iteration 3Q: 3 clusters Score -21178.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21189.560547 Penalty: 551.804443
	Iteration 4Q: 3 clusters Score -21189.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21199.277344 Penalty: 551.804443
	Iteration 5Q: 3 clusters Score -21199.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21203.982422 Penalty: 551.804443
	Iteration 6Q: 3 clusters Score -21203.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21205.244141 Penalty: 551.804443
	Iteration 7Q: 3 clusters Score -21205.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21205.376953 Penalty: 551.804443
	Iteration 8Q: 3 clusters Score -21205.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21205.968750 Penalty: 551.804443
	Iteration 9Q: 3 clusters Score -21205.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21206.535156 Penalty: 551.804443
	Iteration 10Q: 3 clusters Score -21206.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21206.888672 Penalty: 551.804443
	Iteration 11Q: 3 clusters Score -21206.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21206.888672 Penalty: 551.804443
	Iteration 12F: 3 clusters Score -21206.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -28203.976562 Penalty: 286.266388
	Iteration 0F: 2 clusters Score -28203.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27683.726562 Penalty: 572.532776
	Iteration 0F: 3 clusters Score -27683.73 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27838.404297 Penalty: 572.532776
	Iteration 1F: 3 clusters Score -27838.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -27875.150391 Penalty: 572.532776
	Iteration 2F: 3 clusters Score -27875.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27898.804688 Penalty: 572.532776
	Iteration 3Q: 3 clusters Score -27898.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27924.875000 Penalty: 572.532776
	Iteration 4Q: 3 clusters Score -27924.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27943.212891 Penalty: 572.532776
	Iteration 5Q: 3 clusters Score -27943.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27952.707031 Penalty: 572.532776
	Iteration 6Q: 3 clusters Score -27952.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27960.759766 Penalty: 572.532776
	Iteration 7Q: 3 clusters Score -27960.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -27966.142578 Penalty: 572.532776
	Iteration 8Q: 3 clusters Score -27966.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -27968.658203 Penalty: 572.532776
	Iteration 9Q: 3 clusters Score -27968.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27975.701172 Penalty: 572.532776
	Iteration 10Q: 3 clusters Score -27975.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27978.712891 Penalty: 572.532776
	Iteration 11Q: 3 clusters Score -27978.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27979.324219 Penalty: 572.532776
	Iteration 12Q: 3 clusters Score -27979.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27979.871094 Penalty: 572.532776
	Iteration 13Q: 3 clusters Score -27979.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27980.265625 Penalty: 572.532776
	Iteration 14Q: 3 clusters Score -27980.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27980.703125 Penalty: 572.532776
	Iteration 15Q: 3 clusters Score -27980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27980.953125 Penalty: 572.532776
	Iteration 16Q: 3 clusters Score -27980.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27980.953125 Penalty: 572.532776
	Iteration 17F: 3 clusters Score -27980.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -5108.647949 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -5108.648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4907.906250 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -4907.906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4977.765137 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -4977.765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4985.218750 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -4985.219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4991.495117 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -4991.495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4994.729492 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -4994.729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5001.206055 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -5001.206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5002.783203 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -5002.783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5002.783203 Penalty: 441.534760
	Iteration 7F: 3 clusters Score -5002.783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159641 members 
Entering Unmasked Estep 
Score: -8596151.000000 Penalty: 545.121033
	Iteration 0F: 2 clusters Score -8596151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -8488645.000000 Penalty: 1090.242065
	Iteration 0F: 3 clusters Score -8488645 nChanged 78270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82569 members 
Mstep: Class 2 contains 77072 members 
Entering Unmasked Estep 
Score: -8540005.000000 Penalty: 1090.242065
	Iteration 1F: 3 clusters Score -8540005 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -8545294.000000 Penalty: 1090.242065
	Iteration 2F: 3 clusters Score -8545294 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -8552610.000000 Penalty: 1090.242065
	Iteration 3F: 3 clusters Score -8552610 nChanged 11403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -8561910.000000 Penalty: 1090.242065
	Iteration 4F: 3 clusters Score -8561910 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89522 members 
Mstep: Class 2 contains 70119 members 
Entering Unmasked Estep 
Score: -8569996.000000 Penalty: 1090.242065
	Iteration 5F: 3 clusters Score -8569996 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -8574457.000000 Penalty: 1090.242065
	Iteration 6F: 3 clusters Score -8574457 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91888 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -8576477.000000 Penalty: 1090.242065
	Iteration 7Q: 3 clusters Score -8576477 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -8578090.000000 Penalty: 1090.242065
	Iteration 8Q: 3 clusters Score -8578090 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93949 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -8579632.000000 Penalty: 1090.242065
	Iteration 9Q: 3 clusters Score -8579632 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94629 members 
Mstep: Class 2 contains 65012 members 
Entering Unmasked Estep 
Score: -8581299.000000 Penalty: 1090.242065
	Iteration 10Q: 3 clusters Score -8581299 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94979 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -8582877.000000 Penalty: 1090.242065
	Iteration 11Q: 3 clusters Score -8582877 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94970 members 
Mstep: Class 2 contains 64671 members 
Entering Unmasked Estep 
Score: -8584554.000000 Penalty: 1090.242065
	Iteration 12Q: 3 clusters Score -8584554 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94600 members 
Mstep: Class 2 contains 65041 members 
Entering Unmasked Estep 
Score: -8586074.000000 Penalty: 1090.242065
	Iteration 13Q: 3 clusters Score -8586074 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 65572 members 
Entering Unmasked Estep 
Score: -8587205.000000 Penalty: 1090.242065
	Iteration 14Q: 3 clusters Score -8587205 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93545 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
Score: -8588062.000000 Penalty: 1090.242065
	Iteration 15Q: 3 clusters Score -8588062 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -8588597.000000 Penalty: 1090.242065
	Iteration 16Q: 3 clusters Score -8588597 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92497 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -8588964.000000 Penalty: 1090.242065
	Iteration 17Q: 3 clusters Score -8588964 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92027 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -8589100.000000 Penalty: 1090.242065
	Iteration 18Q: 3 clusters Score -8589100 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91595 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -8589215.000000 Penalty: 1090.242065
	Iteration 19Q: 3 clusters Score -8589215 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91239 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -8589349.000000 Penalty: 1090.242065
	Iteration 20F: 3 clusters Score -8589349 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90920 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -8589419.000000 Penalty: 1090.242065
	Iteration 21Q: 3 clusters Score -8589419 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -8589461.000000 Penalty: 1090.242065
	Iteration 22Q: 3 clusters Score -8589461 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90421 members 
Mstep: Class 2 contains 69220 members 
Entering Unmasked Estep 
Score: -8589488.000000 Penalty: 1090.242065
	Iteration 23Q: 3 clusters Score -8589488 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -8589513.000000 Penalty: 1090.242065
	Iteration 24Q: 3 clusters Score -8589513 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90131 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -8589535.000000 Penalty: 1090.242065
	Iteration 25Q: 3 clusters Score -8589535 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -8589541.000000 Penalty: 1090.242065
	Iteration 26Q: 3 clusters Score -8589541 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89935 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -8589568.000000 Penalty: 1090.242065
	Iteration 27Q: 3 clusters Score -8589568 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89847 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -8589565.000000 Penalty: 1090.242065
	Iteration 28Q: 3 clusters Score -8589565 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
Score: -8589562.000000 Penalty: 1090.242065
	Iteration 29Q: 3 clusters Score -8589562 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89714 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -8589594.000000 Penalty: 1090.242065
	Iteration 30Q: 3 clusters Score -8589594 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89676 members 
Mstep: Class 2 contains 69965 members 
Entering Unmasked Estep 
Score: -8589592.000000 Penalty: 1090.242065
	Iteration 31Q: 3 clusters Score -8589592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89637 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -8589584.000000 Penalty: 1090.242065
	Iteration 32Q: 3 clusters Score -8589584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89603 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
Score: -8589592.000000 Penalty: 1090.242065
	Iteration 33Q: 3 clusters Score -8589592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89579 members 
Mstep: Class 2 contains 70062 members 
Entering Unmasked Estep 
Score: -8589591.000000 Penalty: 1090.242065
	Iteration 34Q: 3 clusters Score -8589591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -8589578.000000 Penalty: 1090.242065
	Iteration 35Q: 3 clusters Score -8589578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89546 members 
Mstep: Class 2 contains 70095 members 
Entering Unmasked Estep 
Score: -8589589.000000 Penalty: 1090.242065
	Iteration 36Q: 3 clusters Score -8589589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89533 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -8589585.000000 Penalty: 1090.242065
	Iteration 37Q: 3 clusters Score -8589585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89517 members 
Mstep: Class 2 contains 70124 members 
Entering Unmasked Estep 
Score: -8589589.000000 Penalty: 1090.242065
	Iteration 38Q: 3 clusters Score -8589589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -8589585.000000 Penalty: 1090.242065
	Iteration 39Q: 3 clusters Score -8589585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 70143 members 
Entering Unmasked Estep 
Score: -8589590.000000 Penalty: 1090.242065
	Iteration 40F: 3 clusters Score -8589590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89488 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -8589592.000000 Penalty: 1090.242065
	Iteration 41Q: 3 clusters Score -8589592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 70156 members 
Entering Unmasked Estep 
Score: -8589590.000000 Penalty: 1090.242065
	Iteration 42Q: 3 clusters Score -8589590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 70157 members 
Entering Unmasked Estep 
Score: -8589588.000000 Penalty: 1090.242065
	Iteration 43Q: 3 clusters Score -8589588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 70157 members 
Entering Unmasked Estep 
Score: -8589588.000000 Penalty: 1090.242065
	Iteration 44F: 3 clusters Score -8589588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Entering Unmasked Estep 
Score: -153423.484375 Penalty: 361.069214
	Iteration 0F: 2 clusters Score -153423.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -151424.609375 Penalty: 722.138428
	Iteration 0F: 3 clusters Score -151424.6 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -152059.250000 Penalty: 722.138428
	Iteration 1F: 3 clusters Score -152059.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -152124.609375 Penalty: 722.138428
	Iteration 2F: 3 clusters Score -152124.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -152164.890625 Penalty: 722.138428
	Iteration 3Q: 3 clusters Score -152164.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -152195.468750 Penalty: 722.138428
	Iteration 4Q: 3 clusters Score -152195.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -152219.203125 Penalty: 722.138428
	Iteration 5Q: 3 clusters Score -152219.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -152242.671875 Penalty: 722.138428
	Iteration 6Q: 3 clusters Score -152242.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -152267.187500 Penalty: 722.138428
	Iteration 7Q: 3 clusters Score -152267.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -152284.953125 Penalty: 722.138428
	Iteration 8Q: 3 clusters Score -152285 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -152300.281250 Penalty: 722.138428
	Iteration 9Q: 3 clusters Score -152300.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -152320.406250 Penalty: 722.138428
	Iteration 10Q: 3 clusters Score -152320.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -152335.062500 Penalty: 722.138428
	Iteration 11Q: 3 clusters Score -152335.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -152349.250000 Penalty: 722.138428
	Iteration 12Q: 3 clusters Score -152349.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -152371.250000 Penalty: 722.138428
	Iteration 13Q: 3 clusters Score -152371.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -152408.468750 Penalty: 722.138428
	Iteration 14Q: 3 clusters Score -152408.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -152461.937500 Penalty: 722.138428
	Iteration 15Q: 3 clusters Score -152461.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -152531.921875 Penalty: 722.138428
	Iteration 16Q: 3 clusters Score -152531.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -152598.562500 Penalty: 722.138428
	Iteration 17Q: 3 clusters Score -152598.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -152681.750000 Penalty: 722.138428
	Iteration 18Q: 3 clusters Score -152681.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -152760.656250 Penalty: 722.138428
	Iteration 19Q: 3 clusters Score -152760.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -152849.343750 Penalty: 722.138428
	Iteration 20F: 3 clusters Score -152849.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -152939.234375 Penalty: 722.138428
	Iteration 21Q: 3 clusters Score -152939.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -152997.250000 Penalty: 722.138428
	Iteration 22Q: 3 clusters Score -152997.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -153028.234375 Penalty: 722.138428
	Iteration 23Q: 3 clusters Score -153028.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -153052.312500 Penalty: 722.138428
	Iteration 24Q: 3 clusters Score -153052.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -153074.328125 Penalty: 722.138428
	Iteration 25Q: 3 clusters Score -153074.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -153081.453125 Penalty: 722.138428
	Iteration 26Q: 3 clusters Score -153081.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -153086.125000 Penalty: 722.138428
	Iteration 27Q: 3 clusters Score -153086.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -153091.359375 Penalty: 722.138428
	Iteration 28Q: 3 clusters Score -153091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -153101.078125 Penalty: 722.138428
	Iteration 29Q: 3 clusters Score -153101.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -153104.812500 Penalty: 722.138428
	Iteration 30Q: 3 clusters Score -153104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -153107.687500 Penalty: 722.138428
	Iteration 31Q: 3 clusters Score -153107.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -153109.156250 Penalty: 722.138428
	Iteration 32Q: 3 clusters Score -153109.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -153109.156250 Penalty: 722.138428
	Iteration 33F: 3 clusters Score -153109.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -122333.812500 Penalty: 355.112000
	Iteration 0F: 2 clusters Score -122333.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -120608.203125 Penalty: 710.223999
	Iteration 0F: 3 clusters Score -120608.2 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -121333.687500 Penalty: 710.223999
	Iteration 1F: 3 clusters Score -121333.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -121578.156250 Penalty: 710.223999
	Iteration 2F: 3 clusters Score -121578.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -121785.929688 Penalty: 710.223999
	Iteration 3F: 3 clusters Score -121785.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -121922.281250 Penalty: 710.223999
	Iteration 4F: 3 clusters Score -121922.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -122012.984375 Penalty: 710.223999
	Iteration 5Q: 3 clusters Score -122013 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -122057.960938 Penalty: 710.223999
	Iteration 6Q: 3 clusters Score -122058 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -122101.796875 Penalty: 710.223999
	Iteration 7Q: 3 clusters Score -122101.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -122134.710938 Penalty: 710.223999
	Iteration 8Q: 3 clusters Score -122134.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -122155.742188 Penalty: 710.223999
	Iteration 9Q: 3 clusters Score -122155.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -122174.289062 Penalty: 710.223999
	Iteration 10Q: 3 clusters Score -122174.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -122186.882812 Penalty: 710.223999
	Iteration 11Q: 3 clusters Score -122186.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -122196.742188 Penalty: 710.223999
	Iteration 12Q: 3 clusters Score -122196.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -122199.195312 Penalty: 710.223999
	Iteration 13Q: 3 clusters Score -122199.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -122201.828125 Penalty: 710.223999
	Iteration 14Q: 3 clusters Score -122201.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -122204.429688 Penalty: 710.223999
	Iteration 15Q: 3 clusters Score -122204.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122207.648438 Penalty: 710.223999
	Iteration 16Q: 3 clusters Score -122207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122209.242188 Penalty: 710.223999
	Iteration 17Q: 3 clusters Score -122209.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -122210.429688 Penalty: 710.223999
	Iteration 18Q: 3 clusters Score -122210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -122210.664062 Penalty: 710.223999
	Iteration 19Q: 3 clusters Score -122210.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -122211.125000 Penalty: 710.223999
	Iteration 20F: 3 clusters Score -122211.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -122211.328125 Penalty: 710.223999
	Iteration 21Q: 3 clusters Score -122211.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -122211.328125 Penalty: 710.223999
	Iteration 22F: 3 clusters Score -122211.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -21321.162109 Penalty: 273.846008
	Iteration 0F: 2 clusters Score -21321.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20907.228516 Penalty: 547.692017
	Iteration 0F: 3 clusters Score -20907.23 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21044.337891 Penalty: 547.692017
	Iteration 1F: 3 clusters Score -21044.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21138.644531 Penalty: 547.692017
	Iteration 2F: 3 clusters Score -21138.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21203.849609 Penalty: 547.692017
	Iteration 3F: 3 clusters Score -21203.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21249.787109 Penalty: 547.692017
	Iteration 4F: 3 clusters Score -21249.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -21280.316406 Penalty: 547.692017
	Iteration 5F: 3 clusters Score -21280.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21289.515625 Penalty: 547.692017
	Iteration 6Q: 3 clusters Score -21289.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -21292.607422 Penalty: 547.692017
	Iteration 7Q: 3 clusters Score -21292.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -21294.113281 Penalty: 547.692017
	Iteration 8Q: 3 clusters Score -21294.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21299.644531 Penalty: 547.692017
	Iteration 9Q: 3 clusters Score -21299.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21299.644531 Penalty: 547.692017
	Iteration 10F: 3 clusters Score -21299.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Entering Unmasked Estep 
Score: -451788.937500 Penalty: 412.408661
	Iteration 0F: 2 clusters Score -451788.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -446055.906250 Penalty: 824.817322
	Iteration 0F: 3 clusters Score -446055.9 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -448294.406250 Penalty: 824.817322
	Iteration 1F: 3 clusters Score -448294.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -448474.500000 Penalty: 824.817322
	Iteration 2F: 3 clusters Score -448474.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -448738.843750 Penalty: 824.817322
	Iteration 3F: 3 clusters Score -448738.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -449163.156250 Penalty: 824.817322
	Iteration 4F: 3 clusters Score -449163.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -449791.937500 Penalty: 824.817322
	Iteration 5F: 3 clusters Score -449791.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -450439.406250 Penalty: 824.817322
	Iteration 6F: 3 clusters Score -450439.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -450910.218750 Penalty: 824.817322
	Iteration 7F: 3 clusters Score -450910.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -451188.250000 Penalty: 824.817322
	Iteration 8Q: 3 clusters Score -451188.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -451326.656250 Penalty: 824.817322
	Iteration 9Q: 3 clusters Score -451326.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -451381.906250 Penalty: 824.817322
	Iteration 10Q: 3 clusters Score -451381.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -451404.875000 Penalty: 824.817322
	Iteration 11Q: 3 clusters Score -451404.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -451419.375000 Penalty: 824.817322
	Iteration 12Q: 3 clusters Score -451419.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -451428.437500 Penalty: 824.817322
	Iteration 13Q: 3 clusters Score -451428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -451431.375000 Penalty: 824.817322
	Iteration 14Q: 3 clusters Score -451431.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -451431.375000 Penalty: 824.817322
	Iteration 15F: 3 clusters Score -451431.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Entering Unmasked Estep 
Score: -201824.968750 Penalty: 374.442749
	Iteration 0F: 2 clusters Score -201825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -199201.031250 Penalty: 748.885498
	Iteration 0F: 3 clusters Score -199201 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -200140.468750 Penalty: 748.885498
	Iteration 1F: 3 clusters Score -200140.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -200250.015625 Penalty: 748.885498
	Iteration 2F: 3 clusters Score -200250 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -200354.921875 Penalty: 748.885498
	Iteration 3F: 3 clusters Score -200354.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -200457.750000 Penalty: 748.885498
	Iteration 4F: 3 clusters Score -200457.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -200555.140625 Penalty: 748.885498
	Iteration 5Q: 3 clusters Score -200555.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -200673.703125 Penalty: 748.885498
	Iteration 6F: 3 clusters Score -200673.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -200793.937500 Penalty: 748.885498
	Iteration 7Q: 3 clusters Score -200793.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -200922.859375 Penalty: 748.885498
	Iteration 8Q: 3 clusters Score -200922.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -201039.234375 Penalty: 748.885498
	Iteration 9Q: 3 clusters Score -201039.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -201108.296875 Penalty: 748.885498
	Iteration 10Q: 3 clusters Score -201108.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -201160.421875 Penalty: 748.885498
	Iteration 11Q: 3 clusters Score -201160.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -201181.515625 Penalty: 748.885498
	Iteration 12Q: 3 clusters Score -201181.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -201196.968750 Penalty: 748.885498
	Iteration 13Q: 3 clusters Score -201197 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -201206.953125 Penalty: 748.885498
	Iteration 14Q: 3 clusters Score -201207 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -201214.203125 Penalty: 748.885498
	Iteration 15Q: 3 clusters Score -201214.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -201223.156250 Penalty: 748.885498
	Iteration 16Q: 3 clusters Score -201223.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -201229.890625 Penalty: 748.885498
	Iteration 17Q: 3 clusters Score -201229.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -201234.562500 Penalty: 748.885498
	Iteration 18Q: 3 clusters Score -201234.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -201239.031250 Penalty: 748.885498
	Iteration 19Q: 3 clusters Score -201239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -201244.015625 Penalty: 748.885498
	Iteration 20F: 3 clusters Score -201244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -201249.968750 Penalty: 748.885498
	Iteration 21Q: 3 clusters Score -201250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -201257.234375 Penalty: 748.885498
	Iteration 22Q: 3 clusters Score -201257.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -201265.828125 Penalty: 748.885498
	Iteration 23Q: 3 clusters Score -201265.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -201272.234375 Penalty: 748.885498
	Iteration 24Q: 3 clusters Score -201272.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -201281.828125 Penalty: 748.885498
	Iteration 25Q: 3 clusters Score -201281.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -201295.406250 Penalty: 748.885498
	Iteration 26Q: 3 clusters Score -201295.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -201313.890625 Penalty: 748.885498
	Iteration 27Q: 3 clusters Score -201313.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -201323.859375 Penalty: 748.885498
	Iteration 28Q: 3 clusters Score -201323.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -201333.828125 Penalty: 748.885498
	Iteration 29Q: 3 clusters Score -201333.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -201345.531250 Penalty: 748.885498
	Iteration 30Q: 3 clusters Score -201345.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -201362.468750 Penalty: 748.885498
	Iteration 31Q: 3 clusters Score -201362.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -201383.093750 Penalty: 748.885498
	Iteration 32Q: 3 clusters Score -201383.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -201401.328125 Penalty: 748.885498
	Iteration 33Q: 3 clusters Score -201401.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -201407.781250 Penalty: 748.885498
	Iteration 34Q: 3 clusters Score -201407.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -201412.656250 Penalty: 748.885498
	Iteration 35Q: 3 clusters Score -201412.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -201415.718750 Penalty: 748.885498
	Iteration 36Q: 3 clusters Score -201415.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -201420.515625 Penalty: 748.885498
	Iteration 37Q: 3 clusters Score -201420.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -201425.109375 Penalty: 748.885498
	Iteration 38Q: 3 clusters Score -201425.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -201427.109375 Penalty: 748.885498
	Iteration 39Q: 3 clusters Score -201427.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -201427.890625 Penalty: 748.885498
	Iteration 40F: 3 clusters Score -201427.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -201428.765625 Penalty: 748.885498
	Iteration 41Q: 3 clusters Score -201428.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -201429.562500 Penalty: 748.885498
	Iteration 42Q: 3 clusters Score -201429.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -201430.296875 Penalty: 748.885498
	Iteration 43Q: 3 clusters Score -201430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -201430.093750 Penalty: 748.885498
	Iteration 44Q: 3 clusters Score -201430.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -201430.093750 Penalty: 748.885498
	Iteration 45F: 3 clusters Score -201430.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -22572.753906 Penalty: 276.218567
	Iteration 0F: 2 clusters Score -22572.75 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 211 members 
Entering Unmasked Estep 
Score: -22124.988281 Penalty: 552.437134
	Iteration 0F: 3 clusters Score -22124.99 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22247.808594 Penalty: 552.437134
	Iteration 1F: 3 clusters Score -22247.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22286.712891 Penalty: 552.437134
	Iteration 2F: 3 clusters Score -22286.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22304.505859 Penalty: 552.437134
	Iteration 3F: 3 clusters Score -22304.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22315.728516 Penalty: 552.437134
	Iteration 4Q: 3 clusters Score -22315.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22319.347656 Penalty: 552.437134
	Iteration 5Q: 3 clusters Score -22319.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22323.070312 Penalty: 552.437134
	Iteration 6Q: 3 clusters Score -22323.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22325.187500 Penalty: 552.437134
	Iteration 7Q: 3 clusters Score -22325.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22326.183594 Penalty: 552.437134
	Iteration 8Q: 3 clusters Score -22326.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22327.863281 Penalty: 552.437134
	Iteration 9Q: 3 clusters Score -22327.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22328.121094 Penalty: 552.437134
	Iteration 10Q: 3 clusters Score -22328.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22328.121094 Penalty: 552.437134
	Iteration 11F: 3 clusters Score -22328.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Entering Unmasked Estep 
Score: -661687.625000 Penalty: 426.839813
	Iteration 0F: 2 clusters Score -661687.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -653801.000000 Penalty: 853.679626
	Iteration 0F: 3 clusters Score -653801 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -657064.250000 Penalty: 853.679626
	Iteration 1F: 3 clusters Score -657064.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -657414.250000 Penalty: 853.679626
	Iteration 2Q: 3 clusters Score -657414.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -657800.375000 Penalty: 853.679626
	Iteration 3F: 3 clusters Score -657800.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -658285.625000 Penalty: 853.679626
	Iteration 4F: 3 clusters Score -658285.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -658854.312500 Penalty: 853.679626
	Iteration 5F: 3 clusters Score -658854.3 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -659463.625000 Penalty: 853.679626
	Iteration 6F: 3 clusters Score -659463.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -659897.000000 Penalty: 853.679626
	Iteration 7F: 3 clusters Score -659897 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -660202.062500 Penalty: 853.679626
	Iteration 8Q: 3 clusters Score -660202.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -660348.250000 Penalty: 853.679626
	Iteration 9Q: 3 clusters Score -660348.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -660437.500000 Penalty: 853.679626
	Iteration 10Q: 3 clusters Score -660437.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -660534.250000 Penalty: 853.679626
	Iteration 11Q: 3 clusters Score -660534.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -660616.125000 Penalty: 853.679626
	Iteration 12Q: 3 clusters Score -660616.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -660699.437500 Penalty: 853.679626
	Iteration 13Q: 3 clusters Score -660699.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -660782.000000 Penalty: 853.679626
	Iteration 14Q: 3 clusters Score -660782 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -660849.250000 Penalty: 853.679626
	Iteration 15Q: 3 clusters Score -660849.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -660904.437500 Penalty: 853.679626
	Iteration 16Q: 3 clusters Score -660904.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -660948.812500 Penalty: 853.679626
	Iteration 17Q: 3 clusters Score -660948.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -660978.500000 Penalty: 853.679626
	Iteration 18Q: 3 clusters Score -660978.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -661007.937500 Penalty: 853.679626
	Iteration 19Q: 3 clusters Score -661007.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -661034.375000 Penalty: 853.679626
	Iteration 20F: 3 clusters Score -661034.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -661065.250000 Penalty: 853.679626
	Iteration 21Q: 3 clusters Score -661065.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -661092.312500 Penalty: 853.679626
	Iteration 22Q: 3 clusters Score -661092.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -661115.062500 Penalty: 853.679626
	Iteration 23Q: 3 clusters Score -661115.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -661143.062500 Penalty: 853.679626
	Iteration 24Q: 3 clusters Score -661143.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -661165.250000 Penalty: 853.679626
	Iteration 25Q: 3 clusters Score -661165.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -661186.000000 Penalty: 853.679626
	Iteration 26Q: 3 clusters Score -661186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -661214.937500 Penalty: 853.679626
	Iteration 27Q: 3 clusters Score -661214.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -661244.312500 Penalty: 853.679626
	Iteration 28Q: 3 clusters Score -661244.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -661269.125000 Penalty: 853.679626
	Iteration 29Q: 3 clusters Score -661269.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -661285.562500 Penalty: 853.679626
	Iteration 30Q: 3 clusters Score -661285.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -661298.875000 Penalty: 853.679626
	Iteration 31Q: 3 clusters Score -661298.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -661309.375000 Penalty: 853.679626
	Iteration 32Q: 3 clusters Score -661309.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -661313.062500 Penalty: 853.679626
	Iteration 33Q: 3 clusters Score -661313.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -661315.187500 Penalty: 853.679626
	Iteration 34Q: 3 clusters Score -661315.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -661314.062500 Penalty: 853.679626
	Iteration 35Q: 3 clusters Score -661314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -661315.625000 Penalty: 853.679626
	Iteration 36Q: 3 clusters Score -661315.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -661318.687500 Penalty: 853.679626
	Iteration 37Q: 3 clusters Score -661318.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -661318.812500 Penalty: 853.679626
	Iteration 38Q: 3 clusters Score -661318.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -661323.062500 Penalty: 853.679626
	Iteration 39Q: 3 clusters Score -661323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -661326.562500 Penalty: 853.679626
	Iteration 40F: 3 clusters Score -661326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -661329.812500 Penalty: 853.679626
	Iteration 41Q: 3 clusters Score -661329.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -661332.312500 Penalty: 853.679626
	Iteration 42Q: 3 clusters Score -661332.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -661336.937500 Penalty: 853.679626
	Iteration 43Q: 3 clusters Score -661336.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -661341.187500 Penalty: 853.679626
	Iteration 44Q: 3 clusters Score -661341.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -661342.812500 Penalty: 853.679626
	Iteration 45Q: 3 clusters Score -661342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -661343.125000 Penalty: 853.679626
	Iteration 46Q: 3 clusters Score -661343.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -661343.125000 Penalty: 853.679626
	Iteration 47F: 3 clusters Score -661343.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -6685.640137 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -6685.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6419.476562 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -6419.477 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6489.629395 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -6489.629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6498.643555 Penalty: 476.998962
	Iteration 2Q: 3 clusters Score -6498.644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6503.805664 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -6503.806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6508.700684 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -6508.701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6510.273438 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -6510.273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6520.749023 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -6520.749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6525.739746 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -6525.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6534.027832 Penalty: 476.998962
	Iteration 8Q: 3 clusters Score -6534.028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6538.895508 Penalty: 476.998962
	Iteration 9Q: 3 clusters Score -6538.896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6543.765625 Penalty: 476.998962
	Iteration 10Q: 3 clusters Score -6543.766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6547.749512 Penalty: 476.998962
	Iteration 11Q: 3 clusters Score -6547.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6547.749512 Penalty: 476.998962
	Iteration 12F: 3 clusters Score -6547.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -45060.367188 Penalty: 314.166168
	Iteration 0F: 2 clusters Score -45060.37 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 456 members 
Entering Unmasked Estep 
Score: -44249.945312 Penalty: 628.332336
	Iteration 0F: 3 clusters Score -44249.95 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -44549.578125 Penalty: 628.332336
	Iteration 1F: 3 clusters Score -44549.58 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -44625.953125 Penalty: 628.332336
	Iteration 2F: 3 clusters Score -44625.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -44676.054688 Penalty: 628.332336
	Iteration 3F: 3 clusters Score -44676.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -44722.390625 Penalty: 628.332336
	Iteration 4Q: 3 clusters Score -44722.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -44776.070312 Penalty: 628.332336
	Iteration 5Q: 3 clusters Score -44776.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -44831.792969 Penalty: 628.332336
	Iteration 6Q: 3 clusters Score -44831.79 nChanged 39
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: -44879.316406 Penalty: 628.332336
	Iteration 7Q: 3 clusters Score -44879.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -44933.328125 Penalty: 628.332336
	Iteration 8Q: 3 clusters Score -44933.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -44955.386719 Penalty: 628.332336
	Iteration 9Q: 3 clusters Score -44955.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -44971.722656 Penalty: 628.332336
	Iteration 10Q: 3 clusters Score -44971.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -44977.488281 Penalty: 628.332336
	Iteration 11Q: 3 clusters Score -44977.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -44980.261719 Penalty: 628.332336
	Iteration 12Q: 3 clusters Score -44980.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -44981.964844 Penalty: 628.332336
	Iteration 13Q: 3 clusters Score -44981.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -44982.917969 Penalty: 628.332336
	Iteration 14Q: 3 clusters Score -44982.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -44984.078125 Penalty: 628.332336
	Iteration 15Q: 3 clusters Score -44984.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -44984.960938 Penalty: 628.332336
	Iteration 16Q: 3 clusters Score -44984.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -44986.390625 Penalty: 628.332336
	Iteration 17Q: 3 clusters Score -44986.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -44988.746094 Penalty: 628.332336
	Iteration 18Q: 3 clusters Score -44988.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -44991.355469 Penalty: 628.332336
	Iteration 19Q: 3 clusters Score -44991.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -44992.070312 Penalty: 628.332336
	Iteration 20F: 3 clusters Score -44992.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -44992.847656 Penalty: 628.332336
	Iteration 21Q: 3 clusters Score -44992.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -44995.191406 Penalty: 628.332336
	Iteration 22Q: 3 clusters Score -44995.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -44995.390625 Penalty: 628.332336
	Iteration 23Q: 3 clusters Score -44995.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -44995.390625 Penalty: 628.332336
	Iteration 24F: 3 clusters Score -44995.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -7727.273926 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -7727.274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7466.373535 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -7466.374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7543.782227 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -7543.782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7559.581055 Penalty: 470.514038
	Iteration 2Q: 3 clusters Score -7559.581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7564.908203 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -7564.908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7566.127441 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -7566.127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7567.314941 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -7567.315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7567.314941 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -7567.315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -43444.292969 Penalty: 306.098145
	Iteration 0F: 2 clusters Score -43444.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -42738.945312 Penalty: 612.196289
	Iteration 0F: 3 clusters Score -42738.95 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -42938.105469 Penalty: 612.196289
	Iteration 1F: 3 clusters Score -42938.11 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -42990.968750 Penalty: 612.196289
	Iteration 2F: 3 clusters Score -42990.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -43025.417969 Penalty: 612.196289
	Iteration 3F: 3 clusters Score -43025.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -43042.578125 Penalty: 612.196289
	Iteration 4Q: 3 clusters Score -43042.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -43051.539062 Penalty: 612.196289
	Iteration 5Q: 3 clusters Score -43051.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -43057.519531 Penalty: 612.196289
	Iteration 6Q: 3 clusters Score -43057.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -43065.894531 Penalty: 612.196289
	Iteration 7Q: 3 clusters Score -43065.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43088.093750 Penalty: 612.196289
	Iteration 8Q: 3 clusters Score -43088.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -43108.679688 Penalty: 612.196289
	Iteration 9Q: 3 clusters Score -43108.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -43127.539062 Penalty: 612.196289
	Iteration 10Q: 3 clusters Score -43127.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -43146.714844 Penalty: 612.196289
	Iteration 11Q: 3 clusters Score -43146.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -43158.429688 Penalty: 612.196289
	Iteration 12Q: 3 clusters Score -43158.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -43166.421875 Penalty: 612.196289
	Iteration 13Q: 3 clusters Score -43166.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -43171.203125 Penalty: 612.196289
	Iteration 14Q: 3 clusters Score -43171.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -43177.015625 Penalty: 612.196289
	Iteration 15Q: 3 clusters Score -43177.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -43180.851562 Penalty: 612.196289
	Iteration 16Q: 3 clusters Score -43180.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -43184.570312 Penalty: 612.196289
	Iteration 17Q: 3 clusters Score -43184.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -43186.753906 Penalty: 612.196289
	Iteration 18Q: 3 clusters Score -43186.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -43189.804688 Penalty: 612.196289
	Iteration 19Q: 3 clusters Score -43189.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -43193.109375 Penalty: 612.196289
	Iteration 20F: 3 clusters Score -43193.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -43196.328125 Penalty: 612.196289
	Iteration 21Q: 3 clusters Score -43196.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -43198.617188 Penalty: 612.196289
	Iteration 22Q: 3 clusters Score -43198.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -43202.164062 Penalty: 612.196289
	Iteration 23Q: 3 clusters Score -43202.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -43205.402344 Penalty: 612.196289
	Iteration 24Q: 3 clusters Score -43205.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -43207.058594 Penalty: 612.196289
	Iteration 25Q: 3 clusters Score -43207.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -43209.023438 Penalty: 612.196289
	Iteration 26Q: 3 clusters Score -43209.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -43210.355469 Penalty: 612.196289
	Iteration 27Q: 3 clusters Score -43210.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -43212.585938 Penalty: 612.196289
	Iteration 28Q: 3 clusters Score -43212.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -43213.183594 Penalty: 612.196289
	Iteration 29Q: 3 clusters Score -43213.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -43213.835938 Penalty: 612.196289
	Iteration 30Q: 3 clusters Score -43213.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -43214.421875 Penalty: 612.196289
	Iteration 31Q: 3 clusters Score -43214.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -43215.761719 Penalty: 612.196289
	Iteration 32Q: 3 clusters Score -43215.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -43217.332031 Penalty: 612.196289
	Iteration 33Q: 3 clusters Score -43217.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -43219.808594 Penalty: 612.196289
	Iteration 34Q: 3 clusters Score -43219.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -43223.066406 Penalty: 612.196289
	Iteration 35Q: 3 clusters Score -43223.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -43226.285156 Penalty: 612.196289
	Iteration 36Q: 3 clusters Score -43226.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -43227.492188 Penalty: 612.196289
	Iteration 37Q: 3 clusters Score -43227.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -43227.578125 Penalty: 612.196289
	Iteration 38Q: 3 clusters Score -43227.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -43227.578125 Penalty: 612.196289
	Iteration 39F: 3 clusters Score -43227.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -23180.283203 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -23180.28 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 289 members 
Entering Unmasked Estep 
Score: -22679.119141 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -22679.12 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22853.683594 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -22853.68 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22921.392578 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -22921.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -22956.285156 Penalty: 569.795776
	Iteration 3F: 3 clusters Score -22956.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -22988.214844 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -22988.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -23027.009766 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -23027.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -23052.248047 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -23052.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -23059.982422 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -23059.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -23072.912109 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -23072.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23099.105469 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -23099.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23122.753906 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -23122.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23126.328125 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -23126.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23127.423828 Penalty: 569.795776
	Iteration 12Q: 3 clusters Score -23127.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -23128.507812 Penalty: 569.795776
	Iteration 13Q: 3 clusters Score -23128.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -23128.507812 Penalty: 569.795776
	Iteration 14F: 3 clusters Score -23128.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Entering Unmasked Estep 
Score: -127425.375000 Penalty: 354.098755
	Iteration 0F: 2 clusters Score -127425.4 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 1256 members 
Entering Unmasked Estep 
Score: -125720.421875 Penalty: 708.197510
	Iteration 0F: 3 clusters Score -125720.4 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -126296.960938 Penalty: 708.197510
	Iteration 1F: 3 clusters Score -126297 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -126446.562500 Penalty: 708.197510
	Iteration 2F: 3 clusters Score -126446.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -126588.296875 Penalty: 708.197510
	Iteration 3F: 3 clusters Score -126588.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -126727.335938 Penalty: 708.197510
	Iteration 4F: 3 clusters Score -126727.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -126828.750000 Penalty: 708.197510
	Iteration 5F: 3 clusters Score -126828.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -126889.343750 Penalty: 708.197510
	Iteration 6Q: 3 clusters Score -126889.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -126946.351562 Penalty: 708.197510
	Iteration 7Q: 3 clusters Score -126946.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -127016.179688 Penalty: 708.197510
	Iteration 8Q: 3 clusters Score -127016.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -127055.007812 Penalty: 708.197510
	Iteration 9Q: 3 clusters Score -127055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -127070.281250 Penalty: 708.197510
	Iteration 10Q: 3 clusters Score -127070.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -127085.101562 Penalty: 708.197510
	Iteration 11Q: 3 clusters Score -127085.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -127095.937500 Penalty: 708.197510
	Iteration 12Q: 3 clusters Score -127095.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -127106.984375 Penalty: 708.197510
	Iteration 13Q: 3 clusters Score -127107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -127114.382812 Penalty: 708.197510
	Iteration 14Q: 3 clusters Score -127114.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -127116.742188 Penalty: 708.197510
	Iteration 15Q: 3 clusters Score -127116.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -127116.914062 Penalty: 708.197510
	Iteration 16Q: 3 clusters Score -127116.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -127117.218750 Penalty: 708.197510
	Iteration 17Q: 3 clusters Score -127117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -127118.273438 Penalty: 708.197510
	Iteration 18Q: 3 clusters Score -127118.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -127120.242188 Penalty: 708.197510
	Iteration 19Q: 3 clusters Score -127120.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -127121.640625 Penalty: 708.197510
	Iteration 20F: 3 clusters Score -127121.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -127122.640625 Penalty: 708.197510
	Iteration 21Q: 3 clusters Score -127122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -127123.234375 Penalty: 708.197510
	Iteration 22Q: 3 clusters Score -127123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -127123.429688 Penalty: 708.197510
	Iteration 23Q: 3 clusters Score -127123.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -127123.429688 Penalty: 708.197510
	Iteration 24F: 3 clusters Score -127123.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (282301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282301 members 
Entering Unmasked Estep 
Score: -14969715.000000 Penalty: 571.058167
	Iteration 0F: 2 clusters Score -1.496972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141380 members 
Mstep: Class 2 contains 140921 members 
Entering Unmasked Estep 
Score: -14783346.000000 Penalty: 1142.116333
	Iteration 0F: 3 clusters Score -1.478335e+07 nChanged 139457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153329 members 
Mstep: Class 2 contains 128972 members 
Entering Unmasked Estep 
Score: -14870472.000000 Penalty: 1142.116333
	Iteration 1F: 3 clusters Score -1.487047e+07 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160684 members 
Mstep: Class 2 contains 121617 members 
Entering Unmasked Estep 
Score: -14875601.000000 Penalty: 1142.116333
	Iteration 2Q: 3 clusters Score -1.48756e+07 nChanged 14839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170997 members 
Mstep: Class 2 contains 111304 members 
Entering Unmasked Estep 
Score: -14884495.000000 Penalty: 1142.116333
	Iteration 3F: 3 clusters Score -1.48845e+07 nChanged 17538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184033 members 
Mstep: Class 2 contains 98268 members 
Entering Unmasked Estep 
Score: -14898288.000000 Penalty: 1142.116333
	Iteration 4F: 3 clusters Score -1.489829e+07 nChanged 18675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197606 members 
Mstep: Class 2 contains 84695 members 
Entering Unmasked Estep 
Score: -14914861.000000 Penalty: 1142.116333
	Iteration 5F: 3 clusters Score -1.491486e+07 nChanged 17001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208963 members 
Mstep: Class 2 contains 73338 members 
Entering Unmasked Estep 
Score: -14928214.000000 Penalty: 1142.116333
	Iteration 6F: 3 clusters Score -1.492821e+07 nChanged 12852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217429 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -14935596.000000 Penalty: 1142.116333
	Iteration 7Q: 3 clusters Score -1.49356e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224921 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -14939831.000000 Penalty: 1142.116333
	Iteration 8Q: 3 clusters Score -1.493983e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232420 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -14943242.000000 Penalty: 1142.116333
	Iteration 9Q: 3 clusters Score -1.494324e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240023 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -14946568.000000 Penalty: 1142.116333
	Iteration 10Q: 3 clusters Score -1.494657e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247698 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -14950230.000000 Penalty: 1142.116333
	Iteration 11Q: 3 clusters Score -1.495023e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255096 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -14954133.000000 Penalty: 1142.116333
	Iteration 12Q: 3 clusters Score -1.495413e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261897 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -14957860.000000 Penalty: 1142.116333
	Iteration 13Q: 3 clusters Score -1.495786e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267962 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -14962326.000000 Penalty: 1142.116333
	Iteration 14Q: 3 clusters Score -1.496233e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273095 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -14966301.000000 Penalty: 1142.116333
	Iteration 15Q: 3 clusters Score -1.49663e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277031 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -14968469.000000 Penalty: 1142.116333
	Iteration 16Q: 3 clusters Score -1.496847e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279354 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -14969186.000000 Penalty: 1142.116333
	Iteration 17Q: 3 clusters Score -1.496919e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280571 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -14969361.000000 Penalty: 1142.116333
	Iteration 18Q: 3 clusters Score -1.496936e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281258 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -14969413.000000 Penalty: 1142.116333
	Iteration 19Q: 3 clusters Score -1.496941e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281606 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -14969365.000000 Penalty: 1142.116333
	Iteration 20F: 3 clusters Score -1.496936e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281777 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -14969378.000000 Penalty: 1142.116333
	Iteration 21Q: 3 clusters Score -1.496938e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281868 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -14969381.000000 Penalty: 1142.116333
	Iteration 22Q: 3 clusters Score -1.496938e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281932 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -14969393.000000 Penalty: 1142.116333
	Iteration 23Q: 3 clusters Score -1.496939e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281983 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -14969392.000000 Penalty: 1142.116333
	Iteration 24Q: 3 clusters Score -1.496939e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282008 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -14969401.000000 Penalty: 1142.116333
	Iteration 25Q: 3 clusters Score -1.49694e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282015 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -14969392.000000 Penalty: 1142.116333
	Iteration 26Q: 3 clusters Score -1.496939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282017 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -14969401.000000 Penalty: 1142.116333
	Iteration 27Q: 3 clusters Score -1.49694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282026 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -14969400.000000 Penalty: 1142.116333
	Iteration 28Q: 3 clusters Score -1.49694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282040 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -14969409.000000 Penalty: 1142.116333
	Iteration 29Q: 3 clusters Score -1.496941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282048 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -14969415.000000 Penalty: 1142.116333
	Iteration 30Q: 3 clusters Score -1.496942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282051 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -14969434.000000 Penalty: 1142.116333
	Iteration 31Q: 3 clusters Score -1.496943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282051 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -14969429.000000 Penalty: 1142.116333
	Iteration 32Q: 3 clusters Score -1.496943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282054 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -14969430.000000 Penalty: 1142.116333
	Iteration 33Q: 3 clusters Score -1.496943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282055 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -14969427.000000 Penalty: 1142.116333
	Iteration 34Q: 3 clusters Score -1.496943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282055 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -14969427.000000 Penalty: 1142.116333
	Iteration 35F: 3 clusters Score -1.496943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -4329.271484 Penalty: 215.497025
	Iteration 0F: 2 clusters Score -4329.271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4103.706543 Penalty: 430.994049
	Iteration 0F: 3 clusters Score -4103.707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4142.920898 Penalty: 430.994049
	Iteration 1F: 3 clusters Score -4142.921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4167.050293 Penalty: 430.994049
	Iteration 2F: 3 clusters Score -4167.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4191.185059 Penalty: 430.994049
	Iteration 3F: 3 clusters Score -4191.185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4258.651855 Penalty: 430.994049
	Iteration 4F: 3 clusters Score -4258.652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4259.711426 Penalty: 430.994049
	Iteration 5Q: 3 clusters Score -4259.711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4264.391602 Penalty: 430.994049
	Iteration 6Q: 3 clusters Score -4264.392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4265.001465 Penalty: 430.994049
	Iteration 7Q: 3 clusters Score -4265.001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4266.917969 Penalty: 430.994049
	Iteration 8Q: 3 clusters Score -4266.918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4266.917969 Penalty: 430.994049
	Iteration 9F: 3 clusters Score -4266.918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Entering Unmasked Estep 
Score: -47179.871094 Penalty: 316.609406
	Iteration 0F: 2 clusters Score -47179.87 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 510 members 
Entering Unmasked Estep 
Score: -46361.343750 Penalty: 633.218811
	Iteration 0F: 3 clusters Score -46361.34 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -46675.851562 Penalty: 633.218811
	Iteration 1F: 3 clusters Score -46675.85 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -46784.742188 Penalty: 633.218811
	Iteration 2F: 3 clusters Score -46784.74 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -46900.121094 Penalty: 633.218811
	Iteration 3F: 3 clusters Score -46900.12 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -46998.394531 Penalty: 633.218811
	Iteration 4F: 3 clusters Score -46998.39 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47069.339844 Penalty: 633.218811
	Iteration 5F: 3 clusters Score -47069.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47124.597656 Penalty: 633.218811
	Iteration 6Q: 3 clusters Score -47124.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47148.320312 Penalty: 633.218811
	Iteration 7Q: 3 clusters Score -47148.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47156.207031 Penalty: 633.218811
	Iteration 8Q: 3 clusters Score -47156.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47160.324219 Penalty: 633.218811
	Iteration 9Q: 3 clusters Score -47160.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47162.421875 Penalty: 633.218811
	Iteration 10Q: 3 clusters Score -47162.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47162.804688 Penalty: 633.218811
	Iteration 11Q: 3 clusters Score -47162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47164.171875 Penalty: 633.218811
	Iteration 12Q: 3 clusters Score -47164.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47165.878906 Penalty: 633.218811
	Iteration 13Q: 3 clusters Score -47165.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47166.398438 Penalty: 633.218811
	Iteration 14Q: 3 clusters Score -47166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47166.812500 Penalty: 633.218811
	Iteration 15Q: 3 clusters Score -47166.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47166.812500 Penalty: 633.218811
	Iteration 16F: 3 clusters Score -47166.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -12482.722656 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -12482.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12173.515625 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -12173.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12284.150391 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -12284.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12317.307617 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -12317.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12342.257812 Penalty: 505.319305
	Iteration 3F: 3 clusters Score -12342.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12352.377930 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -12352.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12356.829102 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -12356.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12361.463867 Penalty: 505.319305
	Iteration 6Q: 3 clusters Score -12361.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12362.708984 Penalty: 505.319305
	Iteration 7Q: 3 clusters Score -12362.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12370.083984 Penalty: 505.319305
	Iteration 8Q: 3 clusters Score -12370.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12371.525391 Penalty: 505.319305
	Iteration 9Q: 3 clusters Score -12371.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12372.190430 Penalty: 505.319305
	Iteration 10Q: 3 clusters Score -12372.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12373.189453 Penalty: 505.319305
	Iteration 11Q: 3 clusters Score -12373.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12373.189453 Penalty: 505.319305
	Iteration 12F: 3 clusters Score -12373.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Entering Unmasked Estep 
Score: -336345.906250 Penalty: 401.193787
	Iteration 0F: 2 clusters Score -336345.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -331868.531250 Penalty: 802.387573
	Iteration 0F: 3 clusters Score -331868.5 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -333549.625000 Penalty: 802.387573
	Iteration 1F: 3 clusters Score -333549.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -333706.656250 Penalty: 802.387573
	Iteration 2F: 3 clusters Score -333706.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -333889.437500 Penalty: 802.387573
	Iteration 3F: 3 clusters Score -333889.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -334132.312500 Penalty: 802.387573
	Iteration 4F: 3 clusters Score -334132.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -334437.562500 Penalty: 802.387573
	Iteration 5F: 3 clusters Score -334437.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -334773.218750 Penalty: 802.387573
	Iteration 6F: 3 clusters Score -334773.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -335090.937500 Penalty: 802.387573
	Iteration 7F: 3 clusters Score -335090.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -335323.750000 Penalty: 802.387573
	Iteration 8Q: 3 clusters Score -335323.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -335504.468750 Penalty: 802.387573
	Iteration 9Q: 3 clusters Score -335504.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -335636.406250 Penalty: 802.387573
	Iteration 10Q: 3 clusters Score -335636.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -335743.437500 Penalty: 802.387573
	Iteration 11Q: 3 clusters Score -335743.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -335825.906250 Penalty: 802.387573
	Iteration 12Q: 3 clusters Score -335825.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -335883.937500 Penalty: 802.387573
	Iteration 13Q: 3 clusters Score -335883.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -335936.343750 Penalty: 802.387573
	Iteration 14Q: 3 clusters Score -335936.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -335990.031250 Penalty: 802.387573
	Iteration 15Q: 3 clusters Score -335990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -336021.031250 Penalty: 802.387573
	Iteration 16Q: 3 clusters Score -336021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -336039.375000 Penalty: 802.387573
	Iteration 17Q: 3 clusters Score -336039.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -336058.437500 Penalty: 802.387573
	Iteration 18Q: 3 clusters Score -336058.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -336073.843750 Penalty: 802.387573
	Iteration 19Q: 3 clusters Score -336073.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -336083.843750 Penalty: 802.387573
	Iteration 20F: 3 clusters Score -336083.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -336092.250000 Penalty: 802.387573
	Iteration 21Q: 3 clusters Score -336092.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -336094.656250 Penalty: 802.387573
	Iteration 22Q: 3 clusters Score -336094.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -336096.562500 Penalty: 802.387573
	Iteration 23Q: 3 clusters Score -336096.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -336097.562500 Penalty: 802.387573
	Iteration 24Q: 3 clusters Score -336097.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -336099.312500 Penalty: 802.387573
	Iteration 25Q: 3 clusters Score -336099.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -336101.218750 Penalty: 802.387573
	Iteration 26Q: 3 clusters Score -336101.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -336103.375000 Penalty: 802.387573
	Iteration 27Q: 3 clusters Score -336103.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -336104.093750 Penalty: 802.387573
	Iteration 28Q: 3 clusters Score -336104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -336104.250000 Penalty: 802.387573
	Iteration 29Q: 3 clusters Score -336104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -336104.250000 Penalty: 802.387573
	Iteration 30Q: 3 clusters Score -336104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -336104.812500 Penalty: 802.387573
	Iteration 31Q: 3 clusters Score -336104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -336106.062500 Penalty: 802.387573
	Iteration 32Q: 3 clusters Score -336106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -336106.781250 Penalty: 802.387573
	Iteration 33Q: 3 clusters Score -336106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -336107.062500 Penalty: 802.387573
	Iteration 34Q: 3 clusters Score -336107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -336107.218750 Penalty: 802.387573
	Iteration 35Q: 3 clusters Score -336107.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -336107.218750 Penalty: 802.387573
	Iteration 36F: 3 clusters Score -336107.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -53013.250000 Penalty: 314.348358
	Iteration 0F: 2 clusters Score -53013.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -52188.183594 Penalty: 628.696716
	Iteration 0F: 3 clusters Score -52188.18 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -52408.246094 Penalty: 628.696716
	Iteration 1F: 3 clusters Score -52408.25 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -52490.128906 Penalty: 628.696716
	Iteration 2F: 3 clusters Score -52490.13 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -52546.105469 Penalty: 628.696716
	Iteration 3F: 3 clusters Score -52546.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -52583.664062 Penalty: 628.696716
	Iteration 4F: 3 clusters Score -52583.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -52603.570312 Penalty: 628.696716
	Iteration 5Q: 3 clusters Score -52603.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -52628.277344 Penalty: 628.696716
	Iteration 6Q: 3 clusters Score -52628.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -52657.664062 Penalty: 628.696716
	Iteration 7Q: 3 clusters Score -52657.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -52686.343750 Penalty: 628.696716
	Iteration 8Q: 3 clusters Score -52686.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -52712.683594 Penalty: 628.696716
	Iteration 9Q: 3 clusters Score -52712.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -52725.710938 Penalty: 628.696716
	Iteration 10Q: 3 clusters Score -52725.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -52735.968750 Penalty: 628.696716
	Iteration 11Q: 3 clusters Score -52735.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -52743.488281 Penalty: 628.696716
	Iteration 12Q: 3 clusters Score -52743.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -52750.878906 Penalty: 628.696716
	Iteration 13Q: 3 clusters Score -52750.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -52762.527344 Penalty: 628.696716
	Iteration 14Q: 3 clusters Score -52762.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -52782.257812 Penalty: 628.696716
	Iteration 15Q: 3 clusters Score -52782.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -52808.796875 Penalty: 628.696716
	Iteration 16Q: 3 clusters Score -52808.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -52819.531250 Penalty: 628.696716
	Iteration 17Q: 3 clusters Score -52819.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -52826.058594 Penalty: 628.696716
	Iteration 18Q: 3 clusters Score -52826.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -52832.703125 Penalty: 628.696716
	Iteration 19Q: 3 clusters Score -52832.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -52843.718750 Penalty: 628.696716
	Iteration 20F: 3 clusters Score -52843.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -52854.109375 Penalty: 628.696716
	Iteration 21Q: 3 clusters Score -52854.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -52856.265625 Penalty: 628.696716
	Iteration 22Q: 3 clusters Score -52856.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -52856.445312 Penalty: 628.696716
	Iteration 23Q: 3 clusters Score -52856.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -52856.445312 Penalty: 628.696716
	Iteration 24F: 3 clusters Score -52856.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -6827.642090 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -6827.642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6577.899414 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -6577.899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6637.520508 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -6637.521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6663.303711 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -6663.304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6671.269043 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -6671.269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6675.240234 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -6675.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6677.563477 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -6677.563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6679.132324 Penalty: 465.737427
	Iteration 6Q: 3 clusters Score -6679.132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6682.401367 Penalty: 465.737427
	Iteration 7Q: 3 clusters Score -6682.401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6682.401367 Penalty: 465.737427
	Iteration 8F: 3 clusters Score -6682.401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1623 members 
Mstep: Class 4 contains 32783 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2228 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159641 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8638 members 
Mstep: Class 19 contains 3750 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11862 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2398 members 
Mstep: Class 28 contains 282301 members 
Mstep: Class 29 contains 114 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6751 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27453468.000000 Penalty: 20404.894531
Iteration 119Q: 35 clusters Score -2.745347e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 2934 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 32848 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 1054 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159600 members 
Mstep: Class 15 contains 2773 members 
Mstep: Class 16 contains 2440 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8638 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11883 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 835 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2397 members 
Mstep: Class 28 contains 282302 members 
Mstep: Class 29 contains 114 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6772 members 
Mstep: Class 33 contains 1000 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27454830.000000 Penalty: 20404.894531
Iteration 120F: 35 clusters Score -2.745483e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 2857 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 32906 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2218 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 1059 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159562 members 
Mstep: Class 15 contains 2742 members 
Mstep: Class 16 contains 2428 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8638 members 
Mstep: Class 19 contains 3683 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11901 members 
Mstep: Class 22 contains 189 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2395 members 
Mstep: Class 28 contains 282324 members 
Mstep: Class 29 contains 191 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6799 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456452.000000 Penalty: 20404.894531
Iteration 121Q: 35 clusters Score -2.745645e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 32965 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159509 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8623 members 
Mstep: Class 19 contains 3650 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11926 members 
Mstep: Class 22 contains 192 members 
Mstep: Class 23 contains 1011 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2391 members 
Mstep: Class 28 contains 282348 members 
Mstep: Class 29 contains 180 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6829 members 
Mstep: Class 33 contains 999 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456592.000000 Penalty: 20404.894531
Iteration 122Q: 35 clusters Score -2.745659e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 33021 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2221 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 1070 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159459 members 
Mstep: Class 15 contains 2697 members 
Mstep: Class 16 contains 2397 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8610 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11954 members 
Mstep: Class 22 contains 194 members 
Mstep: Class 23 contains 1024 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2389 members 
Mstep: Class 28 contains 282364 members 
Mstep: Class 29 contains 165 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6857 members 
Mstep: Class 33 contains 999 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456604.000000 Penalty: 20404.894531
Iteration 123Q: 35 clusters Score -2.74566e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1611 members 
Mstep: Class 4 contains 33074 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2222 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 1076 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159423 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 2383 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 3586 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11977 members 
Mstep: Class 22 contains 197 members 
Mstep: Class 23 contains 1033 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282364 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6883 members 
Mstep: Class 33 contains 999 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456702.000000 Penalty: 20404.894531
Iteration 124Q: 35 clusters Score -2.74567e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1615 members 
Mstep: Class 4 contains 33107 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159369 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 2371 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8585 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11994 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282387 members 
Mstep: Class 29 contains 143 members 
Mstep: Class 30 contains 1054 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6911 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456738.000000 Penalty: 20404.894531
Iteration 125Q: 35 clusters Score -2.745674e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 33144 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 1091 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159306 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 2365 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8568 members 
Mstep: Class 19 contains 3538 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 12016 members 
Mstep: Class 22 contains 203 members 
Mstep: Class 23 contains 1044 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282407 members 
Mstep: Class 29 contains 133 members 
Mstep: Class 30 contains 1054 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6929 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456814.000000 Penalty: 20404.894531
Iteration 126Q: 35 clusters Score -2.745681e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 33174 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2228 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 1104 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159247 members 
Mstep: Class 15 contains 2671 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8553 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 12045 members 
Mstep: Class 22 contains 204 members 
Mstep: Class 23 contains 1045 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282417 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 1055 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6949 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456830.000000 Penalty: 20404.894531
Iteration 127Q: 35 clusters Score -2.745683e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 33203 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159193 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 2348 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8536 members 
Mstep: Class 19 contains 3481 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 12069 members 
Mstep: Class 22 contains 204 members 
Mstep: Class 23 contains 1050 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282448 members 
Mstep: Class 29 contains 126 members 
Mstep: Class 30 contains 1054 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6963 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456898.000000 Penalty: 20404.894531
Iteration 128Q: 35 clusters Score -2.74569e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33227 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 1129 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159152 members 
Mstep: Class 15 contains 2664 members 
Mstep: Class 16 contains 2351 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8522 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 12087 members 
Mstep: Class 22 contains 205 members 
Mstep: Class 23 contains 1051 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282477 members 
Mstep: Class 29 contains 124 members 
Mstep: Class 30 contains 1054 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6975 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456976.000000 Penalty: 20404.894531
Iteration 129Q: 35 clusters Score -2.745698e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 33252 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2225 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 1133 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159125 members 
Mstep: Class 15 contains 2657 members 
Mstep: Class 16 contains 2361 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8514 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 12102 members 
Mstep: Class 22 contains 205 members 
Mstep: Class 23 contains 1052 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282495 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 1054 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 6992 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457044.000000 Penalty: 20404.894531
Iteration 130Q: 35 clusters Score -2.745704e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 33289 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2223 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 1137 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159100 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 2369 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8496 members 
Mstep: Class 19 contains 3358 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 12116 members 
Mstep: Class 22 contains 204 members 
Mstep: Class 23 contains 1052 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282524 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 1054 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7000 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457072.000000 Penalty: 20404.894531
Iteration 131Q: 35 clusters Score -2.745707e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 33333 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2223 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 159051 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 16 contains 2374 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8499 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 12136 members 
Mstep: Class 22 contains 204 members 
Mstep: Class 23 contains 1053 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282549 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 1053 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7008 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 35 clusters Score -2.745707e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 33389 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2223 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158996 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 2378 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8493 members 
Mstep: Class 19 contains 3274 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 12156 members 
Mstep: Class 22 contains 204 members 
Mstep: Class 23 contains 1054 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282584 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7016 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 35 clusters Score -2.745706e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 33436 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2223 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 1158 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158945 members 
Mstep: Class 15 contains 2580 members 
Mstep: Class 16 contains 2380 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8488 members 
Mstep: Class 19 contains 3244 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 12165 members 
Mstep: Class 22 contains 204 members 
Mstep: Class 23 contains 1054 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282622 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7022 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 35 clusters Score -2.745707e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 33470 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 1161 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158902 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 2381 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8483 members 
Mstep: Class 19 contains 3221 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 12172 members 
Mstep: Class 22 contains 204 members 
Mstep: Class 23 contains 1054 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282645 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7039 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 35 clusters Score -2.745706e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 33517 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2225 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 1166 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158886 members 
Mstep: Class 15 contains 2542 members 
Mstep: Class 16 contains 2383 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8463 members 
Mstep: Class 19 contains 3198 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 12176 members 
Mstep: Class 22 contains 204 members 
Mstep: Class 23 contains 1054 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282658 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7047 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457012.000000 Penalty: 20404.894531
Iteration 136Q: 35 clusters Score -2.745701e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 33565 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 1171 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158875 members 
Mstep: Class 15 contains 2522 members 
Mstep: Class 16 contains 2382 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8442 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 12180 members 
Mstep: Class 22 contains 204 members 
Mstep: Class 23 contains 1054 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2386 members 
Mstep: Class 28 contains 282670 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7056 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457012.000000 Penalty: 20404.894531
Iteration 137Q: 35 clusters Score -2.745701e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 33620 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2225 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 1175 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158855 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 2381 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8421 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 12184 members 
Mstep: Class 22 contains 204 members 
Mstep: Class 23 contains 1054 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2385 members 
Mstep: Class 28 contains 282701 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7063 members 
Mstep: Class 33 contains 997 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457008.000000 Penalty: 20404.894531
Iteration 138Q: 35 clusters Score -2.745701e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 33661 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2227 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 1180 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158838 members 
Mstep: Class 15 contains 2473 members 
Mstep: Class 16 contains 2376 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8394 members 
Mstep: Class 19 contains 3113 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 12194 members 
Mstep: Class 22 contains 204 members 
Mstep: Class 23 contains 1054 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2385 members 
Mstep: Class 28 contains 282727 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7081 members 
Mstep: Class 33 contains 997 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456976.000000 Penalty: 20404.894531
Iteration 139Q: 35 clusters Score -2.745698e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 2851 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 33713 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2229 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158822 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 2375 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8375 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 204 members 
Mstep: Class 23 contains 1054 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2385 members 
Mstep: Class 28 contains 282737 members 
Mstep: Class 29 contains 123 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7093 members 
Mstep: Class 33 contains 997 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461124.000000 Penalty: 20404.894531
Iteration 140F: 35 clusters Score -2.746112e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 2659 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 33771 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2231 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158793 members 
Mstep: Class 15 contains 2418 members 
Mstep: Class 16 contains 2372 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8355 members 
Mstep: Class 19 contains 3058 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 12217 members 
Mstep: Class 22 contains 203 members 
Mstep: Class 23 contains 1054 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2386 members 
Mstep: Class 28 contains 282766 members 
Mstep: Class 29 contains 316 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7096 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465350.000000 Penalty: 20404.894531
Iteration 141Q: 35 clusters Score -2.746535e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 33807 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158775 members 
Mstep: Class 15 contains 2414 members 
Mstep: Class 16 contains 2374 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8333 members 
Mstep: Class 19 contains 3033 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 12225 members 
Mstep: Class 22 contains 203 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282773 members 
Mstep: Class 29 contains 330 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7109 members 
Mstep: Class 33 contains 999 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465406.000000 Penalty: 20404.894531
Iteration 142Q: 35 clusters Score -2.746541e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 33844 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2231 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158766 members 
Mstep: Class 15 contains 2420 members 
Mstep: Class 16 contains 2375 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8302 members 
Mstep: Class 19 contains 3008 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 12233 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282770 members 
Mstep: Class 29 contains 326 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7123 members 
Mstep: Class 33 contains 1000 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465440.000000 Penalty: 20404.894531
Iteration 143Q: 35 clusters Score -2.746544e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 33884 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2229 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 1197 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158751 members 
Mstep: Class 15 contains 2417 members 
Mstep: Class 16 contains 2372 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 2989 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 282771 members 
Mstep: Class 29 contains 324 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7134 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465434.000000 Penalty: 20404.894531
Iteration 144Q: 35 clusters Score -2.746543e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 33917 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 1205 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158743 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 2371 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 12252 members 
Mstep: Class 22 contains 213 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 282776 members 
Mstep: Class 29 contains 321 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7140 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465466.000000 Penalty: 20404.894531
Iteration 145Q: 35 clusters Score -2.746547e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 33948 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 1211 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158737 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 2366 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8255 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 12263 members 
Mstep: Class 22 contains 214 members 
Mstep: Class 23 contains 1056 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 282778 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7158 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465558.000000 Penalty: 20404.894531
Iteration 146Q: 35 clusters Score -2.746556e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 33980 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2228 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158735 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 2360 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8238 members 
Mstep: Class 19 contains 2901 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 12272 members 
Mstep: Class 22 contains 218 members 
Mstep: Class 23 contains 1056 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 282774 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7169 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465530.000000 Penalty: 20404.894531
Iteration 147Q: 35 clusters Score -2.746553e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 34027 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2229 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 1222 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158731 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8233 members 
Mstep: Class 19 contains 2874 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 12278 members 
Mstep: Class 22 contains 220 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 282771 members 
Mstep: Class 29 contains 314 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7191 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465632.000000 Penalty: 20404.894531
Iteration 148Q: 35 clusters Score -2.746563e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 34078 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 1224 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158728 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8225 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 221 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 282767 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7218 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465582.000000 Penalty: 20404.894531
Iteration 149Q: 35 clusters Score -2.746558e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 34115 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 1226 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158717 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 2351 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8212 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 12301 members 
Mstep: Class 22 contains 221 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 282756 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7250 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465704.000000 Penalty: 20404.894531
Iteration 150Q: 35 clusters Score -2.74657e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 34162 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2231 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158702 members 
Mstep: Class 15 contains 2261 members 
Mstep: Class 16 contains 2351 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8200 members 
Mstep: Class 19 contains 2791 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 12314 members 
Mstep: Class 22 contains 221 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282747 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7279 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 151Q: 35 clusters Score -2.746574e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 34195 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2231 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158688 members 
Mstep: Class 15 contains 2244 members 
Mstep: Class 16 contains 2351 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8181 members 
Mstep: Class 19 contains 2764 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 12325 members 
Mstep: Class 22 contains 221 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2386 members 
Mstep: Class 28 contains 282747 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7311 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 152Q: 35 clusters Score -2.746576e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 34236 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158672 members 
Mstep: Class 15 contains 2223 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8165 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12331 members 
Mstep: Class 22 contains 221 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282754 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7334 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 153Q: 35 clusters Score -2.746579e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 34283 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2228 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158654 members 
Mstep: Class 15 contains 2194 members 
Mstep: Class 16 contains 2343 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8149 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12340 members 
Mstep: Class 22 contains 221 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 282770 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7348 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 154Q: 35 clusters Score -2.746584e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 34320 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158642 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 2342 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8128 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12350 members 
Mstep: Class 22 contains 221 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 282797 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7366 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465834.000000 Penalty: 20404.894531
Iteration 155Q: 35 clusters Score -2.746583e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 34361 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158633 members 
Mstep: Class 15 contains 2139 members 
Mstep: Class 16 contains 2340 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 8113 members 
Mstep: Class 19 contains 2657 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12360 members 
Mstep: Class 22 contains 221 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2390 members 
Mstep: Class 28 contains 282816 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7381 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465880.000000 Penalty: 20404.894531
Iteration 156Q: 35 clusters Score -2.746588e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 34419 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2234 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158639 members 
Mstep: Class 15 contains 2096 members 
Mstep: Class 16 contains 2331 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 8097 members 
Mstep: Class 19 contains 2626 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12368 members 
Mstep: Class 22 contains 221 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2392 members 
Mstep: Class 28 contains 282822 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7400 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465906.000000 Penalty: 20404.894531
Iteration 157Q: 35 clusters Score -2.746591e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 34477 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2236 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158625 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 16 contains 2320 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 8082 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12377 members 
Mstep: Class 22 contains 221 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2391 members 
Mstep: Class 28 contains 282835 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7418 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465864.000000 Penalty: 20404.894531
Iteration 158Q: 35 clusters Score -2.746586e+07 nChanged 230
Entering ConstructFrom: 
Score: -27465864.000000 Penalty: 20404.894531
Entering ConstructFrom: 
Trying to split cluster 1 (3946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Entering Unmasked Estep 
Score: -199375.687500 Penalty: 376.760803
	Iteration 0F: 2 clusters Score -199375.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -196682.546875 Penalty: 753.521606
	Iteration 0F: 3 clusters Score -196682.5 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -197647.953125 Penalty: 753.521606
	Iteration 1F: 3 clusters Score -197648 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -197778.828125 Penalty: 753.521606
	Iteration 2F: 3 clusters Score -197778.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -197887.609375 Penalty: 753.521606
	Iteration 3F: 3 clusters Score -197887.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -198000.515625 Penalty: 753.521606
	Iteration 4Q: 3 clusters Score -198000.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -198116.218750 Penalty: 753.521606
	Iteration 5F: 3 clusters Score -198116.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -198257.875000 Penalty: 753.521606
	Iteration 6Q: 3 clusters Score -198257.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -198453.015625 Penalty: 753.521606
	Iteration 7F: 3 clusters Score -198453 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -198627.921875 Penalty: 753.521606
	Iteration 8F: 3 clusters Score -198627.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -198748.500000 Penalty: 753.521606
	Iteration 9Q: 3 clusters Score -198748.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -198838.796875 Penalty: 753.521606
	Iteration 10Q: 3 clusters Score -198838.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -198924.468750 Penalty: 753.521606
	Iteration 11Q: 3 clusters Score -198924.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -198993.359375 Penalty: 753.521606
	Iteration 12Q: 3 clusters Score -198993.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -199034.343750 Penalty: 753.521606
	Iteration 13Q: 3 clusters Score -199034.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -199060.968750 Penalty: 753.521606
	Iteration 14Q: 3 clusters Score -199061 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -199079.140625 Penalty: 753.521606
	Iteration 15Q: 3 clusters Score -199079.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -199088.078125 Penalty: 753.521606
	Iteration 16Q: 3 clusters Score -199088.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -199092.375000 Penalty: 753.521606
	Iteration 17Q: 3 clusters Score -199092.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -199095.203125 Penalty: 753.521606
	Iteration 18Q: 3 clusters Score -199095.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -199097.703125 Penalty: 753.521606
	Iteration 19Q: 3 clusters Score -199097.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -199098.968750 Penalty: 753.521606
	Iteration 20F: 3 clusters Score -199099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -199099.859375 Penalty: 753.521606
	Iteration 21Q: 3 clusters Score -199099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -199100.250000 Penalty: 753.521606
	Iteration 22Q: 3 clusters Score -199100.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -199100.625000 Penalty: 753.521606
	Iteration 23Q: 3 clusters Score -199100.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -199101.156250 Penalty: 753.521606
	Iteration 24Q: 3 clusters Score -199101.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -199101.453125 Penalty: 753.521606
	Iteration 25Q: 3 clusters Score -199101.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -199101.937500 Penalty: 753.521606
	Iteration 26Q: 3 clusters Score -199101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -199101.937500 Penalty: 753.521606
	Iteration 27F: 3 clusters Score -199101.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5236.189453 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5236.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5018.850586 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -5018.851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5054.026855 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -5054.027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5065.580078 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -5065.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5069.057617 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5069.058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5071.450195 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5071.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5071.450195 Penalty: 428.567261
	Iteration 5F: 3 clusters Score -5071.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -88437.460938 Penalty: 336.168915
	Iteration 0F: 2 clusters Score -88437.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -87254.976562 Penalty: 672.337830
	Iteration 0F: 3 clusters Score -87254.98 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -87746.257812 Penalty: 672.337830
	Iteration 1F: 3 clusters Score -87746.26 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -87845.640625 Penalty: 672.337830
	Iteration 2F: 3 clusters Score -87845.64 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -87916.296875 Penalty: 672.337830
	Iteration 3F: 3 clusters Score -87916.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -87977.210938 Penalty: 672.337830
	Iteration 4Q: 3 clusters Score -87977.21 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -88022.531250 Penalty: 672.337830
	Iteration 5Q: 3 clusters Score -88022.53 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -88048.625000 Penalty: 672.337830
	Iteration 6Q: 3 clusters Score -88048.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -88066.109375 Penalty: 672.337830
	Iteration 7Q: 3 clusters Score -88066.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -88077.593750 Penalty: 672.337830
	Iteration 8Q: 3 clusters Score -88077.59 nChanged 29
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: -88092.093750 Penalty: 672.337830
	Iteration 9Q: 3 clusters Score -88092.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -88100.531250 Penalty: 672.337830
	Iteration 10Q: 3 clusters Score -88100.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -88109.429688 Penalty: 672.337830
	Iteration 11Q: 3 clusters Score -88109.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -88116.531250 Penalty: 672.337830
	Iteration 12Q: 3 clusters Score -88116.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -88125.500000 Penalty: 672.337830
	Iteration 13Q: 3 clusters Score -88125.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -88136.898438 Penalty: 672.337830
	Iteration 14Q: 3 clusters Score -88136.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -88147.296875 Penalty: 672.337830
	Iteration 15Q: 3 clusters Score -88147.3 nChanged 16
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: -88151.023438 Penalty: 672.337830
	Iteration 16Q: 3 clusters Score -88151.02 nChanged 12
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: -88153.445312 Penalty: 672.337830
	Iteration 17Q: 3 clusters Score -88153.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -88154.164062 Penalty: 672.337830
	Iteration 18Q: 3 clusters Score -88154.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -88154.242188 Penalty: 672.337830
	Iteration 19Q: 3 clusters Score -88154.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -88154.242188 Penalty: 672.337830
	Iteration 20F: 3 clusters Score -88154.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Entering Unmasked Estep 
Score: -1768230.375000 Penalty: 475.444183
	Iteration 0F: 2 clusters Score -1768230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -1745054.625000 Penalty: 950.888367
	Iteration 0F: 3 clusters Score -1745055 nChanged 16655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -1755021.375000 Penalty: 950.888367
	Iteration 1F: 3 clusters Score -1755021 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -1756216.750000 Penalty: 950.888367
	Iteration 2F: 3 clusters Score -1756217 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -1758634.125000 Penalty: 950.888367
	Iteration 3F: 3 clusters Score -1758634 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -1762256.375000 Penalty: 950.888367
	Iteration 4F: 3 clusters Score -1762256 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -1765724.500000 Penalty: 950.888367
	Iteration 5F: 3 clusters Score -1765724 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -1767354.500000 Penalty: 950.888367
	Iteration 6Q: 3 clusters Score -1767354 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -1767698.625000 Penalty: 950.888367
	Iteration 7Q: 3 clusters Score -1767699 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -1767764.000000 Penalty: 950.888367
	Iteration 8Q: 3 clusters Score -1767764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -1767782.875000 Penalty: 950.888367
	Iteration 9Q: 3 clusters Score -1767783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -1767792.000000 Penalty: 950.888367
	Iteration 10Q: 3 clusters Score -1767792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -1767800.875000 Penalty: 950.888367
	Iteration 11Q: 3 clusters Score -1767801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -1767800.875000 Penalty: 950.888367
	Iteration 12F: 3 clusters Score -1767801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -26425.501953 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -26425.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25891.298828 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -25891.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26131.742188 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -26131.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26206.876953 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -26206.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26250.443359 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -26250.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26282.160156 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -26282.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26314.939453 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -26314.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26342.621094 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -26342.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26361.533203 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -26361.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26372.935547 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -26372.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26375.445312 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -26375.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26377.396484 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -26377.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26378.982422 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -26378.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26381.376953 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -26381.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26384.167969 Penalty: 581.816772
	Iteration 13Q: 3 clusters Score -26384.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26388.500000 Penalty: 581.816772
	Iteration 14Q: 3 clusters Score -26388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26389.535156 Penalty: 581.816772
	Iteration 15Q: 3 clusters Score -26389.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26390.433594 Penalty: 581.816772
	Iteration 16Q: 3 clusters Score -26390.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26391.671875 Penalty: 581.816772
	Iteration 17Q: 3 clusters Score -26391.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26392.505859 Penalty: 581.816772
	Iteration 18Q: 3 clusters Score -26392.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26392.505859 Penalty: 581.816772
	Iteration 19F: 3 clusters Score -26392.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -8299.411133 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -8299.411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8028.317383 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -8028.317 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8076.631836 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -8076.632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8090.921387 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -8090.921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8093.520508 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -8093.521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8095.345703 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -8095.346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8096.768066 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -8096.768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8096.768066 Penalty: 473.063202
	Iteration 6F: 3 clusters Score -8096.768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -19114.302734 Penalty: 274.505432
	Iteration 0F: 2 clusters Score -19114.3 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 211 members 
Entering Unmasked Estep 
Score: -18728.115234 Penalty: 549.010864
	Iteration 0F: 3 clusters Score -18728.12 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18886.527344 Penalty: 549.010864
	Iteration 1F: 3 clusters Score -18886.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18931.955078 Penalty: 549.010864
	Iteration 2F: 3 clusters Score -18931.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18945.494141 Penalty: 549.010864
	Iteration 3Q: 3 clusters Score -18945.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18949.044922 Penalty: 549.010864
	Iteration 4Q: 3 clusters Score -18949.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18950.873047 Penalty: 549.010864
	Iteration 5Q: 3 clusters Score -18950.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18953.859375 Penalty: 549.010864
	Iteration 6Q: 3 clusters Score -18953.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18955.306641 Penalty: 549.010864
	Iteration 7Q: 3 clusters Score -18955.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18955.306641 Penalty: 549.010864
	Iteration 8F: 3 clusters Score -18955.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Entering Unmasked Estep 
Score: -118305.664062 Penalty: 350.936554
	Iteration 0F: 2 clusters Score -118305.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -116708.539062 Penalty: 701.873108
	Iteration 0F: 3 clusters Score -116708.5 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -117266.750000 Penalty: 701.873108
	Iteration 1F: 3 clusters Score -117266.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -117353.890625 Penalty: 701.873108
	Iteration 2F: 3 clusters Score -117353.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -117412.992188 Penalty: 701.873108
	Iteration 3F: 3 clusters Score -117413 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -117476.601562 Penalty: 701.873108
	Iteration 4F: 3 clusters Score -117476.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -117543.234375 Penalty: 701.873108
	Iteration 5Q: 3 clusters Score -117543.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -117612.679688 Penalty: 701.873108
	Iteration 6F: 3 clusters Score -117612.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -117672.929688 Penalty: 701.873108
	Iteration 7Q: 3 clusters Score -117672.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -117734.359375 Penalty: 701.873108
	Iteration 8Q: 3 clusters Score -117734.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -117775.609375 Penalty: 701.873108
	Iteration 9Q: 3 clusters Score -117775.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -117821.140625 Penalty: 701.873108
	Iteration 10Q: 3 clusters Score -117821.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -117870.945312 Penalty: 701.873108
	Iteration 11Q: 3 clusters Score -117870.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -117915.031250 Penalty: 701.873108
	Iteration 12Q: 3 clusters Score -117915 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -117946.406250 Penalty: 701.873108
	Iteration 13Q: 3 clusters Score -117946.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -117965.773438 Penalty: 701.873108
	Iteration 14Q: 3 clusters Score -117965.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -117977.703125 Penalty: 701.873108
	Iteration 15Q: 3 clusters Score -117977.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -117989.992188 Penalty: 701.873108
	Iteration 16Q: 3 clusters Score -117990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -117999.617188 Penalty: 701.873108
	Iteration 17Q: 3 clusters Score -117999.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -118011.703125 Penalty: 701.873108
	Iteration 18Q: 3 clusters Score -118011.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -118023.031250 Penalty: 701.873108
	Iteration 19Q: 3 clusters Score -118023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -118032.773438 Penalty: 701.873108
	Iteration 20F: 3 clusters Score -118032.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -118045.718750 Penalty: 701.873108
	Iteration 21Q: 3 clusters Score -118045.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -118083.867188 Penalty: 701.873108
	Iteration 22Q: 3 clusters Score -118083.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -118101.796875 Penalty: 701.873108
	Iteration 23Q: 3 clusters Score -118101.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -118104.664062 Penalty: 701.873108
	Iteration 24Q: 3 clusters Score -118104.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -118106.148438 Penalty: 701.873108
	Iteration 25Q: 3 clusters Score -118106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -118106.664062 Penalty: 701.873108
	Iteration 26Q: 3 clusters Score -118106.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -118107.742188 Penalty: 701.873108
	Iteration 27Q: 3 clusters Score -118107.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -118109.101562 Penalty: 701.873108
	Iteration 28Q: 3 clusters Score -118109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -118109.867188 Penalty: 701.873108
	Iteration 29Q: 3 clusters Score -118109.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -118110.257812 Penalty: 701.873108
	Iteration 30Q: 3 clusters Score -118110.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -118110.648438 Penalty: 701.873108
	Iteration 31Q: 3 clusters Score -118110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -118111.015625 Penalty: 701.873108
	Iteration 32Q: 3 clusters Score -118111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -118111.585938 Penalty: 701.873108
	Iteration 33Q: 3 clusters Score -118111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -118111.710938 Penalty: 701.873108
	Iteration 34Q: 3 clusters Score -118111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -118111.710938 Penalty: 701.873108
	Iteration 35F: 3 clusters Score -118111.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Entering Unmasked Estep 
Score: -64949.058594 Penalty: 324.673767
	Iteration 0F: 2 clusters Score -64949.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -63996.222656 Penalty: 649.347534
	Iteration 0F: 3 clusters Score -63996.22 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -64304.425781 Penalty: 649.347534
	Iteration 1F: 3 clusters Score -64304.43 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -64386.125000 Penalty: 649.347534
	Iteration 2F: 3 clusters Score -64386.12 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -64434.414062 Penalty: 649.347534
	Iteration 3F: 3 clusters Score -64434.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -64479.003906 Penalty: 649.347534
	Iteration 4F: 3 clusters Score -64479 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -64550.304688 Penalty: 649.347534
	Iteration 5F: 3 clusters Score -64550.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -64634.863281 Penalty: 649.347534
	Iteration 6F: 3 clusters Score -64634.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -64678.878906 Penalty: 649.347534
	Iteration 7Q: 3 clusters Score -64678.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -64705.496094 Penalty: 649.347534
	Iteration 8Q: 3 clusters Score -64705.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -64719.523438 Penalty: 649.347534
	Iteration 9Q: 3 clusters Score -64719.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -64730.507812 Penalty: 649.347534
	Iteration 10Q: 3 clusters Score -64730.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -64736.019531 Penalty: 649.347534
	Iteration 11Q: 3 clusters Score -64736.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64740.613281 Penalty: 649.347534
	Iteration 12Q: 3 clusters Score -64740.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64744.628906 Penalty: 649.347534
	Iteration 13Q: 3 clusters Score -64744.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -64748.808594 Penalty: 649.347534
	Iteration 14Q: 3 clusters Score -64748.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -64750.597656 Penalty: 649.347534
	Iteration 15Q: 3 clusters Score -64750.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -64751.164062 Penalty: 649.347534
	Iteration 16Q: 3 clusters Score -64751.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -64751.164062 Penalty: 649.347534
	Iteration 17F: 3 clusters Score -64751.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -58481.265625 Penalty: 324.200378
	Iteration 0F: 2 clusters Score -58481.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -57538.035156 Penalty: 648.400757
	Iteration 0F: 3 clusters Score -57538.04 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -57856.617188 Penalty: 648.400757
	Iteration 1F: 3 clusters Score -57856.62 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -57942.898438 Penalty: 648.400757
	Iteration 2F: 3 clusters Score -57942.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -58044.457031 Penalty: 648.400757
	Iteration 3F: 3 clusters Score -58044.46 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -58115.984375 Penalty: 648.400757
	Iteration 4F: 3 clusters Score -58115.98 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -58167.820312 Penalty: 648.400757
	Iteration 5F: 3 clusters Score -58167.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -58199.601562 Penalty: 648.400757
	Iteration 6Q: 3 clusters Score -58199.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -58228.796875 Penalty: 648.400757
	Iteration 7Q: 3 clusters Score -58228.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -58255.828125 Penalty: 648.400757
	Iteration 8Q: 3 clusters Score -58255.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -58272.625000 Penalty: 648.400757
	Iteration 9Q: 3 clusters Score -58272.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -58280.851562 Penalty: 648.400757
	Iteration 10Q: 3 clusters Score -58280.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -58286.824219 Penalty: 648.400757
	Iteration 11Q: 3 clusters Score -58286.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -58289.078125 Penalty: 648.400757
	Iteration 12Q: 3 clusters Score -58289.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -58289.992188 Penalty: 648.400757
	Iteration 13Q: 3 clusters Score -58289.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -58291.277344 Penalty: 648.400757
	Iteration 14Q: 3 clusters Score -58291.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -58292.386719 Penalty: 648.400757
	Iteration 15Q: 3 clusters Score -58292.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -58293.781250 Penalty: 648.400757
	Iteration 16Q: 3 clusters Score -58293.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -58294.171875 Penalty: 648.400757
	Iteration 17Q: 3 clusters Score -58294.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -58294.171875 Penalty: 648.400757
	Iteration 18F: 3 clusters Score -58294.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -21668.435547 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -21668.44 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 209 members 
Entering Unmasked Estep 
Score: -21231.500000 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -21231.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21329.710938 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -21329.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21362.333984 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -21362.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21381.441406 Penalty: 552.647095
	Iteration 3Q: 3 clusters Score -21381.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21395.066406 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -21395.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21399.718750 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -21399.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21402.841797 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -21402.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21410.353516 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -21410.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21415.306641 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -21415.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21418.121094 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -21418.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21420.517578 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -21420.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21422.076172 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -21422.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21423.859375 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -21423.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21425.583984 Penalty: 552.647095
	Iteration 13Q: 3 clusters Score -21425.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21427.273438 Penalty: 552.647095
	Iteration 14Q: 3 clusters Score -21427.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21428.916016 Penalty: 552.647095
	Iteration 15Q: 3 clusters Score -21428.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21429.867188 Penalty: 552.647095
	Iteration 16Q: 3 clusters Score -21429.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21431.097656 Penalty: 552.647095
	Iteration 17Q: 3 clusters Score -21431.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21431.724609 Penalty: 552.647095
	Iteration 18Q: 3 clusters Score -21431.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21431.724609 Penalty: 552.647095
	Iteration 19F: 3 clusters Score -21431.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -28255.154297 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -28255.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27740.785156 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -27740.79 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27856.732422 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -27856.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27901.728516 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -27901.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27932.806641 Penalty: 572.701172
	Iteration 3F: 3 clusters Score -27932.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27958.490234 Penalty: 572.701172
	Iteration 4Q: 3 clusters Score -27958.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27975.455078 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -27975.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27997.794922 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -27997.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28026.917969 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -28026.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28047.496094 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -28047.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28070.230469 Penalty: 572.701172
	Iteration 9Q: 3 clusters Score -28070.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28087.542969 Penalty: 572.701172
	Iteration 10Q: 3 clusters Score -28087.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28105.068359 Penalty: 572.701172
	Iteration 11Q: 3 clusters Score -28105.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28109.738281 Penalty: 572.701172
	Iteration 12Q: 3 clusters Score -28109.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28113.794922 Penalty: 572.701172
	Iteration 13Q: 3 clusters Score -28113.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28118.003906 Penalty: 572.701172
	Iteration 14Q: 3 clusters Score -28118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28121.910156 Penalty: 572.701172
	Iteration 15Q: 3 clusters Score -28121.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28127.265625 Penalty: 572.701172
	Iteration 16Q: 3 clusters Score -28127.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28128.878906 Penalty: 572.701172
	Iteration 17Q: 3 clusters Score -28128.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28129.601562 Penalty: 572.701172
	Iteration 18Q: 3 clusters Score -28129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28130.480469 Penalty: 572.701172
	Iteration 19Q: 3 clusters Score -28130.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28131.019531 Penalty: 572.701172
	Iteration 20F: 3 clusters Score -28131.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28131.281250 Penalty: 572.701172
	Iteration 21Q: 3 clusters Score -28131.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28131.369141 Penalty: 572.701172
	Iteration 22Q: 3 clusters Score -28131.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28131.369141 Penalty: 572.701172
	Iteration 23F: 3 clusters Score -28131.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -5108.647949 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -5108.648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4871.000977 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -4871.001 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4923.530273 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -4923.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4930.347656 Penalty: 441.534760
	Iteration 2Q: 3 clusters Score -4930.348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4934.407227 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -4934.407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4937.111328 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -4937.111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4937.719238 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -4937.719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4939.410156 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -4939.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4939.410156 Penalty: 441.534760
	Iteration 7F: 3 clusters Score -4939.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158608 members 
Entering Unmasked Estep 
Score: -8541391.000000 Penalty: 544.825684
	Iteration 0F: 2 clusters Score -8541391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79224 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -8434505.000000 Penalty: 1089.651367
	Iteration 0F: 3 clusters Score -8434505 nChanged 77817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Mstep: Class 2 contains 79723 members 
Entering Unmasked Estep 
Score: -8482885.000000 Penalty: 1089.651367
	Iteration 1F: 3 clusters Score -8482885 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -8485567.000000 Penalty: 1089.651367
	Iteration 2Q: 3 clusters Score -8485567 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 80542 members 
Entering Unmasked Estep 
Score: -8489421.000000 Penalty: 1089.651367
	Iteration 3Q: 3 clusters Score -8489421 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77340 members 
Mstep: Class 2 contains 81268 members 
Entering Unmasked Estep 
Score: -8494856.000000 Penalty: 1089.651367
	Iteration 4F: 3 clusters Score -8494856 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 82088 members 
Entering Unmasked Estep 
Score: -8502576.000000 Penalty: 1089.651367
	Iteration 5F: 3 clusters Score -8502576 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 83005 members 
Entering Unmasked Estep 
Score: -8510442.000000 Penalty: 1089.651367
	Iteration 6F: 3 clusters Score -8510442 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -8515022.000000 Penalty: 1089.651367
	Iteration 7F: 3 clusters Score -8515022 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74647 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -8516721.000000 Penalty: 1089.651367
	Iteration 8Q: 3 clusters Score -8516721 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74388 members 
Mstep: Class 2 contains 84220 members 
Entering Unmasked Estep 
Score: -8517274.000000 Penalty: 1089.651367
	Iteration 9Q: 3 clusters Score -8517274 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 84378 members 
Entering Unmasked Estep 
Score: -8517680.000000 Penalty: 1089.651367
	Iteration 10Q: 3 clusters Score -8517680 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Mstep: Class 2 contains 84525 members 
Entering Unmasked Estep 
Score: -8518040.000000 Penalty: 1089.651367
	Iteration 11Q: 3 clusters Score -8518040 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
Score: -8518485.000000 Penalty: 1089.651367
	Iteration 12Q: 3 clusters Score -8518485 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73924 members 
Mstep: Class 2 contains 84684 members 
Entering Unmasked Estep 
Score: -8518918.000000 Penalty: 1089.651367
	Iteration 13Q: 3 clusters Score -8518918 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73917 members 
Mstep: Class 2 contains 84691 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 73953 members 
Mstep: Class 2 contains 84655 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8520345 nChanged 2084
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Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 84426 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8521433 nChanged 2225
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Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 83724 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8522059 nChanged 2272
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Mstep: Class 1 contains 75300 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8522595 nChanged 2220
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Mstep: Class 1 contains 75806 members 
Mstep: Class 2 contains 82802 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8523142 nChanged 2128
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Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 82250 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8523635 nChanged 2022
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Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 81762 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8524050 nChanged 1897
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Mstep: Class 1 contains 77369 members 
Mstep: Class 2 contains 81239 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8524487 nChanged 1770
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Mstep: Class 1 contains 77883 members 
Mstep: Class 2 contains 80725 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8524894 nChanged 1679
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Mstep: Class 1 contains 78422 members 
Mstep: Class 2 contains 80186 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8525172 nChanged 1545
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Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 79653 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8525444 nChanged 1474
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Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8525699 nChanged 1379
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Mstep: Class 1 contains 80104 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8525930 nChanged 1302
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Mstep: Class 1 contains 80706 members 
Mstep: Class 2 contains 77902 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8526150 nChanged 1270
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Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8526348 nChanged 1233
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Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8526580 nChanged 1144
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Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 75873 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8526800 nChanged 1076
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Mstep: Class 1 contains 83389 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8526925 nChanged 1007
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Mstep: Class 2 contains 74512 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8527008 nChanged 917
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Mstep: Class 1 contains 84777 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8527142 nChanged 894
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Mstep: Class 1 contains 85467 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8527246 nChanged 870
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Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8527351 nChanged 846
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Mstep: Class 1 contains 86881 members 
Mstep: Class 2 contains 71727 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8527455 nChanged 867
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Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8527615 nChanged 893
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Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 89249 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8527881 nChanged 952
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Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 68479 members 
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	Iteration 43Q: 3 clusters Score -8528050 nChanged 956
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Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 98661 members 
Mstep: Class 2 contains 59947 members 
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	Iteration 51Q: 3 clusters Score -8529463 nChanged 1214
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Mstep: Class 2 contains 58733 members 
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Mstep: Class 2 contains 57513 members 
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	Iteration 53Q: 3 clusters Score -8529932 nChanged 1199
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Mstep: Class 1 contains 102292 members 
Mstep: Class 2 contains 56316 members 
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Mstep: Class 2 contains 55024 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 49689 members 
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Mstep: Class 2 contains 48364 members 
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	Iteration 62Q: 3 clusters Score -8532180 nChanged 1275
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	Iteration 63Q: 3 clusters Score -8532383 nChanged 1235
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	Iteration 64Q: 3 clusters Score -8532615 nChanged 1264
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	Iteration 65Q: 3 clusters Score -8532909 nChanged 1254
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	Iteration 66Q: 3 clusters Score -8533150 nChanged 1293
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	Iteration 67Q: 3 clusters Score -8533468 nChanged 1225
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	Iteration 68Q: 3 clusters Score -8533734 nChanged 1220
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	Iteration 69Q: 3 clusters Score -8533973 nChanged 1199
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	Iteration 70Q: 3 clusters Score -8534244 nChanged 1179
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	Iteration 72Q: 3 clusters Score -8534754 nChanged 1150
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	Iteration 74Q: 3 clusters Score -8535241 nChanged 1147
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	Iteration 75Q: 3 clusters Score -8535490 nChanged 1145
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	Iteration 77Q: 3 clusters Score -8535965 nChanged 1096
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	Iteration 78Q: 3 clusters Score -8536257 nChanged 1071
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	Iteration 79Q: 3 clusters Score -8536536 nChanged 1027
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	Iteration 81Q: 3 clusters Score -8537024 nChanged 1059
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	Iteration 82Q: 3 clusters Score -8537252 nChanged 1052
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	Iteration 83Q: 3 clusters Score -8537547 nChanged 1042
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	Iteration 84Q: 3 clusters Score -8537783 nChanged 1091
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	Iteration 86Q: 3 clusters Score -8538240 nChanged 1061
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	Iteration 87Q: 3 clusters Score -8538467 nChanged 1027
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	Iteration 89Q: 3 clusters Score -8538894 nChanged 976
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	Iteration 91Q: 3 clusters Score -8539317 nChanged 904
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	Iteration 100F: 3 clusters Score -8540380 nChanged 505
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	Iteration 101Q: 3 clusters Score -8540464 nChanged 438
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Entering Unmasked Estep 
Score: -8540729.000000 Penalty: 1089.651367
	Iteration 106Q: 3 clusters Score -8540729 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154030 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -8540749.000000 Penalty: 1089.651367
	Iteration 107Q: 3 clusters Score -8540749 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154263 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -8540792.000000 Penalty: 1089.651367
	Iteration 108Q: 3 clusters Score -8540792 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -8540813.000000 Penalty: 1089.651367
	Iteration 109Q: 3 clusters Score -8540813 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154703 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -8540818.000000 Penalty: 1089.651367
	Iteration 110Q: 3 clusters Score -8540818 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154887 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -8540799.000000 Penalty: 1089.651367
	Iteration 111Q: 3 clusters Score -8540799 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155058 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -8540815.000000 Penalty: 1089.651367
	Iteration 112Q: 3 clusters Score -8540815 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155214 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8540802.000000 Penalty: 1089.651367
	Iteration 113Q: 3 clusters Score -8540802 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155350 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -8540834.000000 Penalty: 1089.651367
	Iteration 114Q: 3 clusters Score -8540834 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155476 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -8540847.000000 Penalty: 1089.651367
	Iteration 115Q: 3 clusters Score -8540847 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155604 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -8540827.000000 Penalty: 1089.651367
	Iteration 116Q: 3 clusters Score -8540827 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155720 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -8540843.000000 Penalty: 1089.651367
	Iteration 117Q: 3 clusters Score -8540843 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155828 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -8540858.000000 Penalty: 1089.651367
	Iteration 118Q: 3 clusters Score -8540858 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155935 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -8540862.000000 Penalty: 1089.651367
	Iteration 119Q: 3 clusters Score -8540862 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156030 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -8540860.000000 Penalty: 1089.651367
	Iteration 120F: 3 clusters Score -8540860 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156134 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -8540863.000000 Penalty: 1089.651367
	Iteration 121Q: 3 clusters Score -8540863 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156249 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8540878.000000 Penalty: 1089.651367
	Iteration 122Q: 3 clusters Score -8540878 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156361 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8540904.000000 Penalty: 1089.651367
	Iteration 123Q: 3 clusters Score -8540904 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156461 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8540922.000000 Penalty: 1089.651367
	Iteration 124Q: 3 clusters Score -8540922 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156573 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8540937.000000 Penalty: 1089.651367
	Iteration 125Q: 3 clusters Score -8540937 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156664 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -8540944.000000 Penalty: 1089.651367
	Iteration 126Q: 3 clusters Score -8540944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156754 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8540950.000000 Penalty: 1089.651367
	Iteration 127Q: 3 clusters Score -8540950 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156838 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8540955.000000 Penalty: 1089.651367
	Iteration 128Q: 3 clusters Score -8540955 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156912 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8540962.000000 Penalty: 1089.651367
	Iteration 129Q: 3 clusters Score -8540962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156984 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8540939.000000 Penalty: 1089.651367
	Iteration 130Q: 3 clusters Score -8540939 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157050 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8540942.000000 Penalty: 1089.651367
	Iteration 131Q: 3 clusters Score -8540942 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157122 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8540941.000000 Penalty: 1089.651367
	Iteration 132Q: 3 clusters Score -8540941 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157206 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8540966.000000 Penalty: 1089.651367
	Iteration 133Q: 3 clusters Score -8540966 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157290 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8540997.000000 Penalty: 1089.651367
	Iteration 134Q: 3 clusters Score -8540997 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157368 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8541028.000000 Penalty: 1089.651367
	Iteration 135Q: 3 clusters Score -8541028 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157439 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8541048.000000 Penalty: 1089.651367
	Iteration 136Q: 3 clusters Score -8541048 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157515 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8541053.000000 Penalty: 1089.651367
	Iteration 137Q: 3 clusters Score -8541053 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157570 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8541057.000000 Penalty: 1089.651367
	Iteration 138Q: 3 clusters Score -8541057 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157613 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8541076.000000 Penalty: 1089.651367
	Iteration 139Q: 3 clusters Score -8541076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157653 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8541088.000000 Penalty: 1089.651367
	Iteration 140F: 3 clusters Score -8541088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157692 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8541099.000000 Penalty: 1089.651367
	Iteration 141Q: 3 clusters Score -8541099 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157728 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8541109.000000 Penalty: 1089.651367
	Iteration 142Q: 3 clusters Score -8541109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157759 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8541129.000000 Penalty: 1089.651367
	Iteration 143Q: 3 clusters Score -8541129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157783 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8541128.000000 Penalty: 1089.651367
	Iteration 144Q: 3 clusters Score -8541128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157807 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8541152.000000 Penalty: 1089.651367
	Iteration 145Q: 3 clusters Score -8541152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157824 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8541158.000000 Penalty: 1089.651367
	Iteration 146Q: 3 clusters Score -8541158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157836 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8541161.000000 Penalty: 1089.651367
	Iteration 147Q: 3 clusters Score -8541161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157842 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8541178.000000 Penalty: 1089.651367
	Iteration 148Q: 3 clusters Score -8541178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157850 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8541189.000000 Penalty: 1089.651367
	Iteration 149Q: 3 clusters Score -8541189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157854 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8541187.000000 Penalty: 1089.651367
	Iteration 150Q: 3 clusters Score -8541187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157857 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8541191.000000 Penalty: 1089.651367
	Iteration 151Q: 3 clusters Score -8541191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157855 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8541190.000000 Penalty: 1089.651367
	Iteration 152Q: 3 clusters Score -8541190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157854 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8541199.000000 Penalty: 1089.651367
	Iteration 153Q: 3 clusters Score -8541199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157851 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8541202.000000 Penalty: 1089.651367
	Iteration 154Q: 3 clusters Score -8541202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157850 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8541207.000000 Penalty: 1089.651367
	Iteration 155Q: 3 clusters Score -8541207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157844 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8541205.000000 Penalty: 1089.651367
	Iteration 156Q: 3 clusters Score -8541205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157841 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8541204.000000 Penalty: 1089.651367
	Iteration 157Q: 3 clusters Score -8541204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157841 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8541207.000000 Penalty: 1089.651367
	Iteration 158Q: 3 clusters Score -8541207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157840 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8541210.000000 Penalty: 1089.651367
	Iteration 159Q: 3 clusters Score -8541210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157841 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8541209.000000 Penalty: 1089.651367
	Iteration 160F: 3 clusters Score -8541209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157843 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8541210.000000 Penalty: 1089.651367
	Iteration 161Q: 3 clusters Score -8541210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157844 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8541210.000000 Penalty: 1089.651367
	Iteration 162Q: 3 clusters Score -8541210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157844 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8541212.000000 Penalty: 1089.651367
	Iteration 163Q: 3 clusters Score -8541212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157844 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8541212.000000 Penalty: 1089.651367
	Iteration 164F: 3 clusters Score -8541212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Entering Unmasked Estep 
Score: -111657.507812 Penalty: 346.338837
	Iteration 0F: 2 clusters Score -111657.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -110164.875000 Penalty: 692.677673
	Iteration 0F: 3 clusters Score -110164.9 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -110687.617188 Penalty: 692.677673
	Iteration 1F: 3 clusters Score -110687.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -110777.695312 Penalty: 692.677673
	Iteration 2F: 3 clusters Score -110777.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -110851.765625 Penalty: 692.677673
	Iteration 3F: 3 clusters Score -110851.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -110921.867188 Penalty: 692.677673
	Iteration 4F: 3 clusters Score -110921.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111000.085938 Penalty: 692.677673
	Iteration 5F: 3 clusters Score -111000.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -111062.515625 Penalty: 692.677673
	Iteration 6Q: 3 clusters Score -111062.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -111124.914062 Penalty: 692.677673
	Iteration 7Q: 3 clusters Score -111124.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -111185.937500 Penalty: 692.677673
	Iteration 8Q: 3 clusters Score -111185.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -111233.070312 Penalty: 692.677673
	Iteration 9Q: 3 clusters Score -111233.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -111259.117188 Penalty: 692.677673
	Iteration 10Q: 3 clusters Score -111259.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -111276.226562 Penalty: 692.677673
	Iteration 11Q: 3 clusters Score -111276.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -111294.710938 Penalty: 692.677673
	Iteration 12Q: 3 clusters Score -111294.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -111304.757812 Penalty: 692.677673
	Iteration 13Q: 3 clusters Score -111304.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -111311.734375 Penalty: 692.677673
	Iteration 14Q: 3 clusters Score -111311.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -111320.718750 Penalty: 692.677673
	Iteration 15Q: 3 clusters Score -111320.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -111325.351562 Penalty: 692.677673
	Iteration 16Q: 3 clusters Score -111325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -111329.429688 Penalty: 692.677673
	Iteration 17Q: 3 clusters Score -111329.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -111334.578125 Penalty: 692.677673
	Iteration 18Q: 3 clusters Score -111334.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -111338.703125 Penalty: 692.677673
	Iteration 19Q: 3 clusters Score -111338.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -111340.914062 Penalty: 692.677673
	Iteration 20F: 3 clusters Score -111340.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Entering Unmasked Estep 
Score: -115622.609375 Penalty: 352.515656
	Iteration 0F: 2 clusters Score -115622.6 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 1177 members 
Entering Unmasked Estep 
Score: -114016.593750 Penalty: 705.031311
	Iteration 0F: 3 clusters Score -114016.6 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -114663.531250 Penalty: 705.031311
	Iteration 1F: 3 clusters Score -114663.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -114874.523438 Penalty: 705.031311
	Iteration 2F: 3 clusters Score -114874.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -115018.750000 Penalty: 705.031311
	Iteration 3F: 3 clusters Score -115018.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -115155.687500 Penalty: 705.031311
	Iteration 4F: 3 clusters Score -115155.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -115264.304688 Penalty: 705.031311
	Iteration 5F: 3 clusters Score -115264.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -115341.265625 Penalty: 705.031311
	Iteration 6Q: 3 clusters Score -115341.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -115392.523438 Penalty: 705.031311
	Iteration 7Q: 3 clusters Score -115392.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -115425.632812 Penalty: 705.031311
	Iteration 8Q: 3 clusters Score -115425.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -115445.781250 Penalty: 705.031311
	Iteration 9Q: 3 clusters Score -115445.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -115460.710938 Penalty: 705.031311
	Iteration 10Q: 3 clusters Score -115460.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -115466.953125 Penalty: 705.031311
	Iteration 11Q: 3 clusters Score -115467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -115471.953125 Penalty: 705.031311
	Iteration 12Q: 3 clusters Score -115472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -115474.710938 Penalty: 705.031311
	Iteration 13Q: 3 clusters Score -115474.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -115475.648438 Penalty: 705.031311
	Iteration 14Q: 3 clusters Score -115475.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -115476.484375 Penalty: 705.031311
	Iteration 15Q: 3 clusters Score -115476.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -115476.656250 Penalty: 705.031311
	Iteration 16Q: 3 clusters Score -115476.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -115476.656250 Penalty: 705.031311
	Iteration 17F: 3 clusters Score -115476.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -20927.931641 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -20927.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20494.228516 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -20494.23 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20586.814453 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -20586.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20646.191406 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -20646.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20691.355469 Penalty: 545.903259
	Iteration 3F: 3 clusters Score -20691.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20747.494141 Penalty: 545.903259
	Iteration 4F: 3 clusters Score -20747.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20787.041016 Penalty: 545.903259
	Iteration 5F: 3 clusters Score -20787.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -20826.378906 Penalty: 545.903259
	Iteration 6F: 3 clusters Score -20826.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20848.029297 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -20848.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -20869.376953 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -20869.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20881.800781 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -20881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -20891.093750 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -20891.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -20896.912109 Penalty: 545.903259
	Iteration 11Q: 3 clusters Score -20896.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -20900.650391 Penalty: 545.903259
	Iteration 12Q: 3 clusters Score -20900.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -20901.291016 Penalty: 545.903259
	Iteration 13Q: 3 clusters Score -20901.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -20902.324219 Penalty: 545.903259
	Iteration 14Q: 3 clusters Score -20902.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -20903.681641 Penalty: 545.903259
	Iteration 15Q: 3 clusters Score -20903.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -20904.222656 Penalty: 545.903259
	Iteration 16Q: 3 clusters Score -20904.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -20904.222656 Penalty: 545.903259
	Iteration 17F: 3 clusters Score -20904.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Entering Unmasked Estep 
Score: -423863.218750 Penalty: 409.358917
	Iteration 0F: 2 clusters Score -423863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -418435.656250 Penalty: 818.717834
	Iteration 0F: 3 clusters Score -418435.7 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -420598.218750 Penalty: 818.717834
	Iteration 1F: 3 clusters Score -420598.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -420745.875000 Penalty: 818.717834
	Iteration 2F: 3 clusters Score -420745.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -420924.437500 Penalty: 818.717834
	Iteration 3F: 3 clusters Score -420924.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -421170.562500 Penalty: 818.717834
	Iteration 4F: 3 clusters Score -421170.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -421505.562500 Penalty: 818.717834
	Iteration 5F: 3 clusters Score -421505.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -421932.718750 Penalty: 818.717834
	Iteration 6F: 3 clusters Score -421932.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -422395.875000 Penalty: 818.717834
	Iteration 7F: 3 clusters Score -422395.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -422817.156250 Penalty: 818.717834
	Iteration 8F: 3 clusters Score -422817.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -423140.562500 Penalty: 818.717834
	Iteration 9Q: 3 clusters Score -423140.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -423309.593750 Penalty: 818.717834
	Iteration 10Q: 3 clusters Score -423309.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -423394.500000 Penalty: 818.717834
	Iteration 11Q: 3 clusters Score -423394.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -423436.281250 Penalty: 818.717834
	Iteration 12Q: 3 clusters Score -423436.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -423462.468750 Penalty: 818.717834
	Iteration 13Q: 3 clusters Score -423462.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -423474.031250 Penalty: 818.717834
	Iteration 14Q: 3 clusters Score -423474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -423480.968750 Penalty: 818.717834
	Iteration 15Q: 3 clusters Score -423481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -423484.906250 Penalty: 818.717834
	Iteration 16Q: 3 clusters Score -423484.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -423485.562500 Penalty: 818.717834
	Iteration 17Q: 3 clusters Score -423485.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -423485.562500 Penalty: 818.717834
	Iteration 18F: 3 clusters Score -423485.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Entering Unmasked Estep 
Score: -139568.062500 Penalty: 357.462524
	Iteration 0F: 2 clusters Score -139568.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -137751.359375 Penalty: 714.925049
	Iteration 0F: 3 clusters Score -137751.4 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -138348.953125 Penalty: 714.925049
	Iteration 1F: 3 clusters Score -138349 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -138425.562500 Penalty: 714.925049
	Iteration 2F: 3 clusters Score -138425.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -138521.062500 Penalty: 714.925049
	Iteration 3F: 3 clusters Score -138521.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -138648.281250 Penalty: 714.925049
	Iteration 4F: 3 clusters Score -138648.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -138793.109375 Penalty: 714.925049
	Iteration 5F: 3 clusters Score -138793.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -138949.312500 Penalty: 714.925049
	Iteration 6F: 3 clusters Score -138949.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -139065.937500 Penalty: 714.925049
	Iteration 7F: 3 clusters Score -139065.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -139128.937500 Penalty: 714.925049
	Iteration 8Q: 3 clusters Score -139128.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -139167.296875 Penalty: 714.925049
	Iteration 9Q: 3 clusters Score -139167.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -139190.625000 Penalty: 714.925049
	Iteration 10Q: 3 clusters Score -139190.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -139207.546875 Penalty: 714.925049
	Iteration 11Q: 3 clusters Score -139207.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -139222.640625 Penalty: 714.925049
	Iteration 12Q: 3 clusters Score -139222.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -139235.187500 Penalty: 714.925049
	Iteration 13Q: 3 clusters Score -139235.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -139245.953125 Penalty: 714.925049
	Iteration 14Q: 3 clusters Score -139246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -139254.718750 Penalty: 714.925049
	Iteration 15Q: 3 clusters Score -139254.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -139265.093750 Penalty: 714.925049
	Iteration 16Q: 3 clusters Score -139265.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -139270.421875 Penalty: 714.925049
	Iteration 17Q: 3 clusters Score -139270.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -139275.078125 Penalty: 714.925049
	Iteration 18Q: 3 clusters Score -139275.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -139277.031250 Penalty: 714.925049
	Iteration 19Q: 3 clusters Score -139277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -139277.890625 Penalty: 714.925049
	Iteration 20F: 3 clusters Score -139277.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -139279.328125 Penalty: 714.925049
	Iteration 21Q: 3 clusters Score -139279.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -139279.734375 Penalty: 714.925049
	Iteration 22Q: 3 clusters Score -139279.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -139279.734375 Penalty: 714.925049
	Iteration 23F: 3 clusters Score -139279.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -22264.046875 Penalty: 275.583679
	Iteration 0F: 2 clusters Score -22264.05 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 215 members 
Entering Unmasked Estep 
Score: -21808.132812 Penalty: 551.167358
	Iteration 0F: 3 clusters Score -21808.13 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21904.343750 Penalty: 551.167358
	Iteration 1F: 3 clusters Score -21904.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21930.531250 Penalty: 551.167358
	Iteration 2F: 3 clusters Score -21930.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21947.197266 Penalty: 551.167358
	Iteration 3Q: 3 clusters Score -21947.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21955.576172 Penalty: 551.167358
	Iteration 4Q: 3 clusters Score -21955.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21961.138672 Penalty: 551.167358
	Iteration 5Q: 3 clusters Score -21961.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21965.541016 Penalty: 551.167358
	Iteration 6Q: 3 clusters Score -21965.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21967.220703 Penalty: 551.167358
	Iteration 7Q: 3 clusters Score -21967.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21968.378906 Penalty: 551.167358
	Iteration 8Q: 3 clusters Score -21968.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21969.855469 Penalty: 551.167358
	Iteration 9Q: 3 clusters Score -21969.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21971.369141 Penalty: 551.167358
	Iteration 10Q: 3 clusters Score -21971.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21971.736328 Penalty: 551.167358
	Iteration 11Q: 3 clusters Score -21971.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21972.402344 Penalty: 551.167358
	Iteration 12Q: 3 clusters Score -21972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21973.818359 Penalty: 551.167358
	Iteration 13Q: 3 clusters Score -21973.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21975.402344 Penalty: 551.167358
	Iteration 14Q: 3 clusters Score -21975.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21976.113281 Penalty: 551.167358
	Iteration 15Q: 3 clusters Score -21976.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21976.642578 Penalty: 551.167358
	Iteration 16Q: 3 clusters Score -21976.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21977.181641 Penalty: 551.167358
	Iteration 17Q: 3 clusters Score -21977.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21977.607422 Penalty: 551.167358
	Iteration 18Q: 3 clusters Score -21977.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21978.388672 Penalty: 551.167358
	Iteration 19Q: 3 clusters Score -21978.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21978.388672 Penalty: 551.167358
	Iteration 20F: 3 clusters Score -21978.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Entering Unmasked Estep 
Score: -690260.437500 Penalty: 428.806671
	Iteration 0F: 2 clusters Score -690260.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -682024.125000 Penalty: 857.613342
	Iteration 0F: 3 clusters Score -682024.1 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -685337.250000 Penalty: 857.613342
	Iteration 1F: 3 clusters Score -685337.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -685654.375000 Penalty: 857.613342
	Iteration 2F: 3 clusters Score -685654.4 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -686115.062500 Penalty: 857.613342
	Iteration 3F: 3 clusters Score -686115.1 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -686721.562500 Penalty: 857.613342
	Iteration 4F: 3 clusters Score -686721.6 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -687446.687500 Penalty: 857.613342
	Iteration 5F: 3 clusters Score -687446.7 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -688168.062500 Penalty: 857.613342
	Iteration 6F: 3 clusters Score -688168.1 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -688702.125000 Penalty: 857.613342
	Iteration 7F: 3 clusters Score -688702.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -688940.812500 Penalty: 857.613342
	Iteration 8Q: 3 clusters Score -688940.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -689059.250000 Penalty: 857.613342
	Iteration 9Q: 3 clusters Score -689059.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -689133.375000 Penalty: 857.613342
	Iteration 10Q: 3 clusters Score -689133.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -689219.125000 Penalty: 857.613342
	Iteration 11Q: 3 clusters Score -689219.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -689295.250000 Penalty: 857.613342
	Iteration 12Q: 3 clusters Score -689295.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -689376.937500 Penalty: 857.613342
	Iteration 13Q: 3 clusters Score -689376.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -689463.437500 Penalty: 857.613342
	Iteration 14Q: 3 clusters Score -689463.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -689536.437500 Penalty: 857.613342
	Iteration 15Q: 3 clusters Score -689536.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -689584.250000 Penalty: 857.613342
	Iteration 16Q: 3 clusters Score -689584.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -689622.750000 Penalty: 857.613342
	Iteration 17Q: 3 clusters Score -689622.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -689666.125000 Penalty: 857.613342
	Iteration 18Q: 3 clusters Score -689666.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -689698.937500 Penalty: 857.613342
	Iteration 19Q: 3 clusters Score -689698.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -689728.750000 Penalty: 857.613342
	Iteration 20F: 3 clusters Score -689728.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -689751.062500 Penalty: 857.613342
	Iteration 21Q: 3 clusters Score -689751.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -689767.750000 Penalty: 857.613342
	Iteration 22Q: 3 clusters Score -689767.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -689787.062500 Penalty: 857.613342
	Iteration 23Q: 3 clusters Score -689787.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -689810.187500 Penalty: 857.613342
	Iteration 24Q: 3 clusters Score -689810.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -689830.125000 Penalty: 857.613342
	Iteration 25Q: 3 clusters Score -689830.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -689849.125000 Penalty: 857.613342
	Iteration 26Q: 3 clusters Score -689849.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -689865.812500 Penalty: 857.613342
	Iteration 27Q: 3 clusters Score -689865.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -689882.062500 Penalty: 857.613342
	Iteration 28Q: 3 clusters Score -689882.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -689895.625000 Penalty: 857.613342
	Iteration 29Q: 3 clusters Score -689895.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -689909.875000 Penalty: 857.613342
	Iteration 30Q: 3 clusters Score -689909.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -689919.687500 Penalty: 857.613342
	Iteration 31Q: 3 clusters Score -689919.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -689928.437500 Penalty: 857.613342
	Iteration 32Q: 3 clusters Score -689928.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -689932.312500 Penalty: 857.613342
	Iteration 33Q: 3 clusters Score -689932.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -689937.500000 Penalty: 857.613342
	Iteration 34Q: 3 clusters Score -689937.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -689943.312500 Penalty: 857.613342
	Iteration 35Q: 3 clusters Score -689943.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -689950.500000 Penalty: 857.613342
	Iteration 36Q: 3 clusters Score -689950.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -689954.437500 Penalty: 857.613342
	Iteration 37Q: 3 clusters Score -689954.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -689959.437500 Penalty: 857.613342
	Iteration 38Q: 3 clusters Score -689959.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -689961.437500 Penalty: 857.613342
	Iteration 39Q: 3 clusters Score -689961.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -689964.062500 Penalty: 857.613342
	Iteration 40F: 3 clusters Score -689964.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -689963.625000 Penalty: 857.613342
	Iteration 41Q: 3 clusters Score -689963.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -689964.312500 Penalty: 857.613342
	Iteration 42Q: 3 clusters Score -689964.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -689969.375000 Penalty: 857.613342
	Iteration 43Q: 3 clusters Score -689969.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -689979.500000 Penalty: 857.613342
	Iteration 44Q: 3 clusters Score -689979.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -689984.375000 Penalty: 857.613342
	Iteration 45Q: 3 clusters Score -689984.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -689990.312500 Penalty: 857.613342
	Iteration 46Q: 3 clusters Score -689990.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -689993.437500 Penalty: 857.613342
	Iteration 47Q: 3 clusters Score -689993.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -689994.562500 Penalty: 857.613342
	Iteration 48Q: 3 clusters Score -689994.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -689995.625000 Penalty: 857.613342
	Iteration 49Q: 3 clusters Score -689995.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -689998.187500 Penalty: 857.613342
	Iteration 50Q: 3 clusters Score -689998.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -690003.312500 Penalty: 857.613342
	Iteration 51Q: 3 clusters Score -690003.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -690007.500000 Penalty: 857.613342
	Iteration 52Q: 3 clusters Score -690007.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -690011.750000 Penalty: 857.613342
	Iteration 53Q: 3 clusters Score -690011.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -690016.187500 Penalty: 857.613342
	Iteration 54Q: 3 clusters Score -690016.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -690021.375000 Penalty: 857.613342
	Iteration 55Q: 3 clusters Score -690021.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -690025.375000 Penalty: 857.613342
	Iteration 56Q: 3 clusters Score -690025.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -690031.062500 Penalty: 857.613342
	Iteration 57Q: 3 clusters Score -690031.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -690033.500000 Penalty: 857.613342
	Iteration 58Q: 3 clusters Score -690033.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -690040.625000 Penalty: 857.613342
	Iteration 59Q: 3 clusters Score -690040.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -690045.250000 Penalty: 857.613342
	Iteration 60F: 3 clusters Score -690045.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -690045.437500 Penalty: 857.613342
	Iteration 61Q: 3 clusters Score -690045.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -690047.500000 Penalty: 857.613342
	Iteration 62Q: 3 clusters Score -690047.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -690049.625000 Penalty: 857.613342
	Iteration 63Q: 3 clusters Score -690049.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -690051.375000 Penalty: 857.613342
	Iteration 64Q: 3 clusters Score -690051.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -690055.500000 Penalty: 857.613342
	Iteration 65Q: 3 clusters Score -690055.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -690058.375000 Penalty: 857.613342
	Iteration 66Q: 3 clusters Score -690058.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -690061.875000 Penalty: 857.613342
	Iteration 67Q: 3 clusters Score -690061.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -690063.062500 Penalty: 857.613342
	Iteration 68Q: 3 clusters Score -690063.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -690066.562500 Penalty: 857.613342
	Iteration 69Q: 3 clusters Score -690066.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -690068.437500 Penalty: 857.613342
	Iteration 70Q: 3 clusters Score -690068.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -690071.562500 Penalty: 857.613342
	Iteration 71Q: 3 clusters Score -690071.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -690073.250000 Penalty: 857.613342
	Iteration 72Q: 3 clusters Score -690073.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -690075.687500 Penalty: 857.613342
	Iteration 73Q: 3 clusters Score -690075.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -690075.312500 Penalty: 857.613342
	Iteration 74Q: 3 clusters Score -690075.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -690078.375000 Penalty: 857.613342
	Iteration 75Q: 3 clusters Score -690078.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -690080.500000 Penalty: 857.613342
	Iteration 76Q: 3 clusters Score -690080.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -690081.937500 Penalty: 857.613342
	Iteration 77Q: 3 clusters Score -690081.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -690082.000000 Penalty: 857.613342
	Iteration 78Q: 3 clusters Score -690082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -690081.875000 Penalty: 857.613342
	Iteration 79Q: 3 clusters Score -690081.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -690082.625000 Penalty: 857.613342
	Iteration 80F: 3 clusters Score -690082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -690085.562500 Penalty: 857.613342
	Iteration 81Q: 3 clusters Score -690085.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -690086.250000 Penalty: 857.613342
	Iteration 82Q: 3 clusters Score -690086.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -690086.500000 Penalty: 857.613342
	Iteration 83Q: 3 clusters Score -690086.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -690094.812500 Penalty: 857.613342
	Iteration 84Q: 3 clusters Score -690094.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -690096.937500 Penalty: 857.613342
	Iteration 85Q: 3 clusters Score -690096.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -690099.687500 Penalty: 857.613342
	Iteration 86Q: 3 clusters Score -690099.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -690100.812500 Penalty: 857.613342
	Iteration 87Q: 3 clusters Score -690100.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -690102.187500 Penalty: 857.613342
	Iteration 88Q: 3 clusters Score -690102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -690102.062500 Penalty: 857.613342
	Iteration 89Q: 3 clusters Score -690102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -690102.562500 Penalty: 857.613342
	Iteration 90Q: 3 clusters Score -690102.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -690103.562500 Penalty: 857.613342
	Iteration 91Q: 3 clusters Score -690103.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -690104.312500 Penalty: 857.613342
	Iteration 92Q: 3 clusters Score -690104.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -690105.312500 Penalty: 857.613342
	Iteration 93Q: 3 clusters Score -690105.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -690106.187500 Penalty: 857.613342
	Iteration 94Q: 3 clusters Score -690106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -690106.187500 Penalty: 857.613342
	Iteration 95F: 3 clusters Score -690106.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -7788.951172 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -7788.951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7509.407227 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -7509.407 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7621.455078 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -7621.455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7645.768066 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -7645.768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7663.384277 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -7663.384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7666.793945 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -7666.794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7670.325195 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -7670.325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7678.520996 Penalty: 491.232819
	Iteration 6Q: 3 clusters Score -7678.521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7689.523438 Penalty: 491.232819
	Iteration 7Q: 3 clusters Score -7689.523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7692.880859 Penalty: 491.232819
	Iteration 8Q: 3 clusters Score -7692.881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7701.174316 Penalty: 491.232819
	Iteration 9Q: 3 clusters Score -7701.174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7703.769531 Penalty: 491.232819
	Iteration 10Q: 3 clusters Score -7703.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7711.244141 Penalty: 491.232819
	Iteration 11Q: 3 clusters Score -7711.244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7715.587402 Penalty: 491.232819
	Iteration 12Q: 3 clusters Score -7715.587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7717.183594 Penalty: 491.232819
	Iteration 13Q: 3 clusters Score -7717.184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7717.183594 Penalty: 491.232819
	Iteration 14F: 3 clusters Score -7717.184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Entering Unmasked Estep 
Score: -47150.175781 Penalty: 316.738983
	Iteration 0F: 2 clusters Score -47150.18 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 514 members 
Entering Unmasked Estep 
Score: -46307.832031 Penalty: 633.477966
	Iteration 0F: 3 clusters Score -46307.83 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -46698.550781 Penalty: 633.477966
	Iteration 1F: 3 clusters Score -46698.55 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -46827.851562 Penalty: 633.477966
	Iteration 2F: 3 clusters Score -46827.85 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -46900.125000 Penalty: 633.477966
	Iteration 3F: 3 clusters Score -46900.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -46929.863281 Penalty: 633.477966
	Iteration 4F: 3 clusters Score -46929.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -46946.792969 Penalty: 633.477966
	Iteration 5Q: 3 clusters Score -46946.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -46959.496094 Penalty: 633.477966
	Iteration 6Q: 3 clusters Score -46959.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -46969.082031 Penalty: 633.477966
	Iteration 7Q: 3 clusters Score -46969.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -46978.187500 Penalty: 633.477966
	Iteration 8Q: 3 clusters Score -46978.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -46988.339844 Penalty: 633.477966
	Iteration 9Q: 3 clusters Score -46988.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -46997.636719 Penalty: 633.477966
	Iteration 10Q: 3 clusters Score -46997.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -47005.429688 Penalty: 633.477966
	Iteration 11Q: 3 clusters Score -47005.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -47013.257812 Penalty: 633.477966
	Iteration 12Q: 3 clusters Score -47013.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -47023.589844 Penalty: 633.477966
	Iteration 13Q: 3 clusters Score -47023.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -47048.472656 Penalty: 633.477966
	Iteration 14Q: 3 clusters Score -47048.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47093.863281 Penalty: 633.477966
	Iteration 15Q: 3 clusters Score -47093.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -47153.253906 Penalty: 633.477966
	Iteration 16Q: 3 clusters Score -47153.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -47197.152344 Penalty: 633.477966
	Iteration 17Q: 3 clusters Score -47197.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47233.492188 Penalty: 633.477966
	Iteration 18Q: 3 clusters Score -47233.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47276.027344 Penalty: 633.477966
	Iteration 19Q: 3 clusters Score -47276.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47317.710938 Penalty: 633.477966
	Iteration 20F: 3 clusters Score -47317.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47346.175781 Penalty: 633.477966
	Iteration 21Q: 3 clusters Score -47346.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47363.175781 Penalty: 633.477966
	Iteration 22Q: 3 clusters Score -47363.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47371.476562 Penalty: 633.477966
	Iteration 23Q: 3 clusters Score -47371.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47383.187500 Penalty: 633.477966
	Iteration 24Q: 3 clusters Score -47383.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47391.066406 Penalty: 633.477966
	Iteration 25Q: 3 clusters Score -47391.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47394.855469 Penalty: 633.477966
	Iteration 26Q: 3 clusters Score -47394.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47398.062500 Penalty: 633.477966
	Iteration 27Q: 3 clusters Score -47398.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47403.375000 Penalty: 633.477966
	Iteration 28Q: 3 clusters Score -47403.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -47407.421875 Penalty: 633.477966
	Iteration 29Q: 3 clusters Score -47407.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47410.265625 Penalty: 633.477966
	Iteration 30Q: 3 clusters Score -47410.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47410.453125 Penalty: 633.477966
	Iteration 31Q: 3 clusters Score -47410.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47410.453125 Penalty: 633.477966
	Iteration 32F: 3 clusters Score -47410.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 34521 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158608 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 2316 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 8078 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12386 members 
Mstep: Class 22 contains 221 members 
Mstep: Class 23 contains 757 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2392 members 
Mstep: Class 28 contains 282851 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7433 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 298 members 
Entering Unmasked Estep 
Score: -27465838.000000 Penalty: 21005.037109
Splitting cluster 23 changes total score from -27465864.000000 to -27465838.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -7695.480469 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -7695.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7419.594727 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -7419.595 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7471.391113 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -7471.391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7498.259766 Penalty: 469.995514
	Iteration 2F: 3 clusters Score -7498.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7505.959473 Penalty: 469.995514
	Iteration 3Q: 3 clusters Score -7505.959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7512.603516 Penalty: 469.995514
	Iteration 4Q: 3 clusters Score -7512.604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7522.356445 Penalty: 469.995514
	Iteration 5Q: 3 clusters Score -7522.356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7528.817383 Penalty: 469.995514
	Iteration 6Q: 3 clusters Score -7528.817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7545.645996 Penalty: 469.995514
	Iteration 7Q: 3 clusters Score -7545.646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7555.617676 Penalty: 469.995514
	Iteration 8Q: 3 clusters Score -7555.618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7558.567383 Penalty: 469.995514
	Iteration 9Q: 3 clusters Score -7558.567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7559.240234 Penalty: 469.995514
	Iteration 10Q: 3 clusters Score -7559.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7567.128418 Penalty: 469.995514
	Iteration 11Q: 3 clusters Score -7567.128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7568.799316 Penalty: 469.995514
	Iteration 12Q: 3 clusters Score -7568.799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7569.092285 Penalty: 469.995514
	Iteration 13Q: 3 clusters Score -7569.092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7569.331055 Penalty: 469.995514
	Iteration 14Q: 3 clusters Score -7569.331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7569.331055 Penalty: 469.995514
	Iteration 15F: 3 clusters Score -7569.331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -43639.328125 Penalty: 306.315582
	Iteration 0F: 2 clusters Score -43639.33 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 445 members 
Entering Unmasked Estep 
Score: -42938.039062 Penalty: 612.631165
	Iteration 0F: 3 clusters Score -42938.04 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -43179.882812 Penalty: 612.631165
	Iteration 1F: 3 clusters Score -43179.88 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -43227.183594 Penalty: 612.631165
	Iteration 2F: 3 clusters Score -43227.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -43269.039062 Penalty: 612.631165
	Iteration 3Q: 3 clusters Score -43269.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -43299.816406 Penalty: 612.631165
	Iteration 4Q: 3 clusters Score -43299.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -43318.894531 Penalty: 612.631165
	Iteration 5Q: 3 clusters Score -43318.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -43339.203125 Penalty: 612.631165
	Iteration 6Q: 3 clusters Score -43339.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -43351.515625 Penalty: 612.631165
	Iteration 7Q: 3 clusters Score -43351.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -43360.484375 Penalty: 612.631165
	Iteration 8Q: 3 clusters Score -43360.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -43366.386719 Penalty: 612.631165
	Iteration 9Q: 3 clusters Score -43366.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -43368.902344 Penalty: 612.631165
	Iteration 10Q: 3 clusters Score -43368.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -43372.816406 Penalty: 612.631165
	Iteration 11Q: 3 clusters Score -43372.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -43377.386719 Penalty: 612.631165
	Iteration 12Q: 3 clusters Score -43377.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -43380.667969 Penalty: 612.631165
	Iteration 13Q: 3 clusters Score -43380.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -43382.675781 Penalty: 612.631165
	Iteration 14Q: 3 clusters Score -43382.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -43384.238281 Penalty: 612.631165
	Iteration 15Q: 3 clusters Score -43384.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -43384.882812 Penalty: 612.631165
	Iteration 16Q: 3 clusters Score -43384.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -43384.882812 Penalty: 612.631165
	Iteration 17F: 3 clusters Score -43384.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -23180.283203 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -23180.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22717.597656 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -22717.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22930.261719 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -22930.26 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22995.591797 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -22995.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23042.636719 Penalty: 569.795776
	Iteration 3Q: 3 clusters Score -23042.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23078.957031 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -23078.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23122.445312 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -23122.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23172.746094 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -23172.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23198.726562 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -23198.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23223.085938 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -23223.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23244.763672 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -23244.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23253.822266 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -23253.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -23258.841797 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -23258.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23263.458984 Penalty: 569.795776
	Iteration 12Q: 3 clusters Score -23263.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23267.046875 Penalty: 569.795776
	Iteration 13Q: 3 clusters Score -23267.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -23267.800781 Penalty: 569.795776
	Iteration 14Q: 3 clusters Score -23267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23268.466797 Penalty: 569.795776
	Iteration 15Q: 3 clusters Score -23268.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23269.773438 Penalty: 569.795776
	Iteration 16Q: 3 clusters Score -23269.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23270.580078 Penalty: 569.795776
	Iteration 17Q: 3 clusters Score -23270.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23270.580078 Penalty: 569.795776
	Iteration 18F: 3 clusters Score -23270.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 34521 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158608 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 2316 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 8078 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12386 members 
Mstep: Class 22 contains 221 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 2392 members 
Mstep: Class 28 contains 282851 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7433 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 292 members 
Entering Unmasked Estep 
Score: -27465630.000000 Penalty: 21005.037109
Splitting cluster 26 changes total score from -27465864.000000 to -27465630.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Entering Unmasked Estep 
Score: -127040.007812 Penalty: 353.984772
	Iteration 0F: 2 clusters Score -127040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -125394.804688 Penalty: 707.969543
	Iteration 0F: 3 clusters Score -125394.8 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -125966.234375 Penalty: 707.969543
	Iteration 1F: 3 clusters Score -125966.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -126025.773438 Penalty: 707.969543
	Iteration 2F: 3 clusters Score -126025.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -126079.468750 Penalty: 707.969543
	Iteration 3F: 3 clusters Score -126079.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -126134.320312 Penalty: 707.969543
	Iteration 4Q: 3 clusters Score -126134.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -126201.953125 Penalty: 707.969543
	Iteration 5Q: 3 clusters Score -126202 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -126265.515625 Penalty: 707.969543
	Iteration 6Q: 3 clusters Score -126265.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -126327.250000 Penalty: 707.969543
	Iteration 7Q: 3 clusters Score -126327.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -126372.046875 Penalty: 707.969543
	Iteration 8Q: 3 clusters Score -126372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -126425.140625 Penalty: 707.969543
	Iteration 9Q: 3 clusters Score -126425.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -126467.312500 Penalty: 707.969543
	Iteration 10Q: 3 clusters Score -126467.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -126487.312500 Penalty: 707.969543
	Iteration 11Q: 3 clusters Score -126487.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -126507.414062 Penalty: 707.969543
	Iteration 12Q: 3 clusters Score -126507.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -126519.453125 Penalty: 707.969543
	Iteration 13Q: 3 clusters Score -126519.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -126535.015625 Penalty: 707.969543
	Iteration 14Q: 3 clusters Score -126535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -126547.859375 Penalty: 707.969543
	Iteration 15Q: 3 clusters Score -126547.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -126561.875000 Penalty: 707.969543
	Iteration 16Q: 3 clusters Score -126561.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -126576.484375 Penalty: 707.969543
	Iteration 17Q: 3 clusters Score -126576.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -126589.039062 Penalty: 707.969543
	Iteration 18Q: 3 clusters Score -126589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -126600.171875 Penalty: 707.969543
	Iteration 19Q: 3 clusters Score -126600.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -126613.148438 Penalty: 707.969543
	Iteration 20F: 3 clusters Score -126613.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -126626.601562 Penalty: 707.969543
	Iteration 21Q: 3 clusters Score -126626.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -126637.671875 Penalty: 707.969543
	Iteration 22Q: 3 clusters Score -126637.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -126652.335938 Penalty: 707.969543
	Iteration 23Q: 3 clusters Score -126652.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -126673.726562 Penalty: 707.969543
	Iteration 24Q: 3 clusters Score -126673.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -126696.968750 Penalty: 707.969543
	Iteration 25Q: 3 clusters Score -126697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -126705.726562 Penalty: 707.969543
	Iteration 26Q: 3 clusters Score -126705.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -126713.992188 Penalty: 707.969543
	Iteration 27Q: 3 clusters Score -126714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -126717.781250 Penalty: 707.969543
	Iteration 28Q: 3 clusters Score -126717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -126720.007812 Penalty: 707.969543
	Iteration 29Q: 3 clusters Score -126720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -126721.984375 Penalty: 707.969543
	Iteration 30Q: 3 clusters Score -126722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -126723.875000 Penalty: 707.969543
	Iteration 31Q: 3 clusters Score -126723.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -126725.500000 Penalty: 707.969543
	Iteration 32Q: 3 clusters Score -126725.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -126728.500000 Penalty: 707.969543
	Iteration 33Q: 3 clusters Score -126728.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -126730.070312 Penalty: 707.969543
	Iteration 34Q: 3 clusters Score -126730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -126735.210938 Penalty: 707.969543
	Iteration 35Q: 3 clusters Score -126735.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -126737.125000 Penalty: 707.969543
	Iteration 36Q: 3 clusters Score -126737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -126739.960938 Penalty: 707.969543
	Iteration 37Q: 3 clusters Score -126740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -126741.968750 Penalty: 707.969543
	Iteration 38Q: 3 clusters Score -126742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -126743.171875 Penalty: 707.969543
	Iteration 39Q: 3 clusters Score -126743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -126744.187500 Penalty: 707.969543
	Iteration 40F: 3 clusters Score -126744.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -126744.960938 Penalty: 707.969543
	Iteration 41Q: 3 clusters Score -126745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -126746.906250 Penalty: 707.969543
	Iteration 42Q: 3 clusters Score -126746.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -126746.906250 Penalty: 707.969543
	Iteration 43F: 3 clusters Score -126746.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (282851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282851 members 
Entering Unmasked Estep 
Score: -14998792.000000 Penalty: 571.146729
	Iteration 0F: 2 clusters Score -1.499879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141122 members 
Mstep: Class 2 contains 141729 members 
Entering Unmasked Estep 
Score: -14812031.000000 Penalty: 1142.293457
	Iteration 0F: 3 clusters Score -1.481203e+07 nChanged 139748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125194 members 
Mstep: Class 2 contains 157657 members 
Entering Unmasked Estep 
Score: -14899936.000000 Penalty: 1142.293457
	Iteration 1F: 3 clusters Score -1.489994e+07 nChanged 15872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114276 members 
Mstep: Class 2 contains 168575 members 
Entering Unmasked Estep 
Score: -14906928.000000 Penalty: 1142.293457
	Iteration 2F: 3 clusters Score -1.490693e+07 nChanged 19597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 183238 members 
Entering Unmasked Estep 
Score: -14918702.000000 Penalty: 1142.293457
	Iteration 3F: 3 clusters Score -1.49187e+07 nChanged 21639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83160 members 
Mstep: Class 2 contains 199691 members 
Entering Unmasked Estep 
Score: -14935309.000000 Penalty: 1142.293457
	Iteration 4F: 3 clusters Score -1.493531e+07 nChanged 20279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 214142 members 
Entering Unmasked Estep 
Score: -14953876.000000 Penalty: 1142.293457
	Iteration 5F: 3 clusters Score -1.495388e+07 nChanged 15703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 223133 members 
Entering Unmasked Estep 
Score: -14966100.000000 Penalty: 1142.293457
	Iteration 6F: 3 clusters Score -1.49661e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 228236 members 
Entering Unmasked Estep 
Score: -14971086.000000 Penalty: 1142.293457
	Iteration 7Q: 3 clusters Score -1.497109e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 232464 members 
Entering Unmasked Estep 
Score: -14973351.000000 Penalty: 1142.293457
	Iteration 8Q: 3 clusters Score -1.497335e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 236509 members 
Entering Unmasked Estep 
Score: -14975277.000000 Penalty: 1142.293457
	Iteration 9Q: 3 clusters Score -1.497528e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 240606 members 
Entering Unmasked Estep 
Score: -14976962.000000 Penalty: 1142.293457
	Iteration 10Q: 3 clusters Score -1.497696e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 244626 members 
Entering Unmasked Estep 
Score: -14978703.000000 Penalty: 1142.293457
	Iteration 11Q: 3 clusters Score -1.49787e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 248595 members 
Entering Unmasked Estep 
Score: -14980625.000000 Penalty: 1142.293457
	Iteration 12Q: 3 clusters Score -1.498062e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 252436 members 
Entering Unmasked Estep 
Score: -14982614.000000 Penalty: 1142.293457
	Iteration 13Q: 3 clusters Score -1.498261e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 256024 members 
Entering Unmasked Estep 
Score: -14984439.000000 Penalty: 1142.293457
	Iteration 14Q: 3 clusters Score -1.498444e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 259403 members 
Entering Unmasked Estep 
Score: -14986137.000000 Penalty: 1142.293457
	Iteration 15Q: 3 clusters Score -1.498614e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 262597 members 
Entering Unmasked Estep 
Score: -14987882.000000 Penalty: 1142.293457
	Iteration 16Q: 3 clusters Score -1.498788e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 265471 members 
Entering Unmasked Estep 
Score: -14989749.000000 Penalty: 1142.293457
	Iteration 17Q: 3 clusters Score -1.498975e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 268195 members 
Entering Unmasked Estep 
Score: -14991950.000000 Penalty: 1142.293457
	Iteration 18Q: 3 clusters Score -1.499195e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 270741 members 
Entering Unmasked Estep 
Score: -14993944.000000 Penalty: 1142.293457
	Iteration 19Q: 3 clusters Score -1.499394e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 273187 members 
Entering Unmasked Estep 
Score: -14995550.000000 Penalty: 1142.293457
	Iteration 20F: 3 clusters Score -1.499555e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 275389 members 
Entering Unmasked Estep 
Score: -14996632.000000 Penalty: 1142.293457
	Iteration 21Q: 3 clusters Score -1.499663e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 277347 members 
Entering Unmasked Estep 
Score: -14997307.000000 Penalty: 1142.293457
	Iteration 22Q: 3 clusters Score -1.499731e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 278937 members 
Entering Unmasked Estep 
Score: -14997769.000000 Penalty: 1142.293457
	Iteration 23Q: 3 clusters Score -1.499777e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 280170 members 
Entering Unmasked Estep 
Score: -14998076.000000 Penalty: 1142.293457
	Iteration 24Q: 3 clusters Score -1.499808e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 281044 members 
Entering Unmasked Estep 
Score: -14998272.000000 Penalty: 1142.293457
	Iteration 25Q: 3 clusters Score -1.499827e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 281701 members 
Entering Unmasked Estep 
Score: -14998325.000000 Penalty: 1142.293457
	Iteration 26Q: 3 clusters Score -1.499832e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 282124 members 
Entering Unmasked Estep 
Score: -14998314.000000 Penalty: 1142.293457
	Iteration 27Q: 3 clusters Score -1.499831e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 282388 members 
Entering Unmasked Estep 
Score: -14998325.000000 Penalty: 1142.293457
	Iteration 28Q: 3 clusters Score -1.499832e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 282564 members 
Entering Unmasked Estep 
Score: -14998316.000000 Penalty: 1142.293457
	Iteration 29Q: 3 clusters Score -1.499832e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 282653 members 
Entering Unmasked Estep 
Score: -14998328.000000 Penalty: 1142.293457
	Iteration 30Q: 3 clusters Score -1.499833e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 282703 members 
Entering Unmasked Estep 
Score: -14998332.000000 Penalty: 1142.293457
	Iteration 31Q: 3 clusters Score -1.499833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 282723 members 
Entering Unmasked Estep 
Score: -14998343.000000 Penalty: 1142.293457
	Iteration 32Q: 3 clusters Score -1.499834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 282733 members 
Entering Unmasked Estep 
Score: -14998358.000000 Penalty: 1142.293457
	Iteration 33Q: 3 clusters Score -1.499836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 282739 members 
Entering Unmasked Estep 
Score: -14998354.000000 Penalty: 1142.293457
	Iteration 34Q: 3 clusters Score -1.499835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 282744 members 
Entering Unmasked Estep 
Score: -14998367.000000 Penalty: 1142.293457
	Iteration 35Q: 3 clusters Score -1.499837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 282748 members 
Entering Unmasked Estep 
Score: -14998367.000000 Penalty: 1142.293457
	Iteration 36Q: 3 clusters Score -1.499837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 282753 members 
Entering Unmasked Estep 
Score: -14998367.000000 Penalty: 1142.293457
	Iteration 37Q: 3 clusters Score -1.499837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 282753 members 
Entering Unmasked Estep 
Score: -14998372.000000 Penalty: 1142.293457
	Iteration 38Q: 3 clusters Score -1.499837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 282756 members 
Entering Unmasked Estep 
Score: -14998377.000000 Penalty: 1142.293457
	Iteration 39Q: 3 clusters Score -1.499838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 282757 members 
Entering Unmasked Estep 
Score: -14998374.000000 Penalty: 1142.293457
	Iteration 40F: 3 clusters Score -1.499837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 282755 members 
Entering Unmasked Estep 
Score: -14998384.000000 Penalty: 1142.293457
	Iteration 41Q: 3 clusters Score -1.499838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 282760 members 
Entering Unmasked Estep 
Score: -14998386.000000 Penalty: 1142.293457
	Iteration 42Q: 3 clusters Score -1.499839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 282761 members 
Entering Unmasked Estep 
Score: -14998384.000000 Penalty: 1142.293457
	Iteration 43Q: 3 clusters Score -1.499838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 282761 members 
Entering Unmasked Estep 
Score: -14998384.000000 Penalty: 1142.293457
	Iteration 44F: 3 clusters Score -1.499838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -13324.938477 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -13324.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12952.965820 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -12952.97 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13050.573242 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -13050.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13127.736328 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -13127.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13250.477539 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -13250.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13463.190430 Penalty: 522.904541
	Iteration 4F: 3 clusters Score -13463.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13566.208984 Penalty: 522.904541
	Iteration 5F: 3 clusters Score -13566.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13608.597656 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -13608.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13620.128906 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -13620.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -13628.657227 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -13628.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -13633.082031 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -13633.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -13637.131836 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -13637.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -13638.952148 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -13638.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -13638.952148 Penalty: 522.904541
	Iteration 12F: 3 clusters Score -13638.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 34521 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158608 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 2316 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 8078 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12386 members 
Mstep: Class 22 contains 221 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2392 members 
Mstep: Class 28 contains 282851 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7433 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 39 members 
Entering Unmasked Estep 
Score: -27465810.000000 Penalty: 21005.037109
Splitting cluster 29 changes total score from -27465864.000000 to -27465810.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -47151.250000 Penalty: 316.566132
	Iteration 0F: 2 clusters Score -47151.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -46314.753906 Penalty: 633.132263
	Iteration 0F: 3 clusters Score -46314.75 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -46628.312500 Penalty: 633.132263
	Iteration 1F: 3 clusters Score -46628.31 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -46735.847656 Penalty: 633.132263
	Iteration 2F: 3 clusters Score -46735.85 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -46809.214844 Penalty: 633.132263
	Iteration 3F: 3 clusters Score -46809.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -46841.710938 Penalty: 633.132263
	Iteration 4F: 3 clusters Score -46841.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -46867.269531 Penalty: 633.132263
	Iteration 5Q: 3 clusters Score -46867.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -46891.515625 Penalty: 633.132263
	Iteration 6Q: 3 clusters Score -46891.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46912.640625 Penalty: 633.132263
	Iteration 7Q: 3 clusters Score -46912.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46929.558594 Penalty: 633.132263
	Iteration 8Q: 3 clusters Score -46929.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46947.722656 Penalty: 633.132263
	Iteration 9Q: 3 clusters Score -46947.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46958.292969 Penalty: 633.132263
	Iteration 10Q: 3 clusters Score -46958.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46964.187500 Penalty: 633.132263
	Iteration 11Q: 3 clusters Score -46964.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46965.941406 Penalty: 633.132263
	Iteration 12Q: 3 clusters Score -46965.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46968.730469 Penalty: 633.132263
	Iteration 13Q: 3 clusters Score -46968.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46969.542969 Penalty: 633.132263
	Iteration 14Q: 3 clusters Score -46969.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46969.542969 Penalty: 633.132263
	Iteration 15F: 3 clusters Score -46969.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -12482.722656 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -12482.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12156.442383 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -12156.44 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12239.485352 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -12239.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12267.912109 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -12267.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12271.132812 Penalty: 505.319305
	Iteration 3Q: 3 clusters Score -12271.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12272.406250 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -12272.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12273.757812 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -12273.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12275.536133 Penalty: 505.319305
	Iteration 6Q: 3 clusters Score -12275.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12276.464844 Penalty: 505.319305
	Iteration 7Q: 3 clusters Score -12276.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12277.698242 Penalty: 505.319305
	Iteration 8Q: 3 clusters Score -12277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12278.789062 Penalty: 505.319305
	Iteration 9Q: 3 clusters Score -12278.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12279.987305 Penalty: 505.319305
	Iteration 10Q: 3 clusters Score -12279.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12282.633789 Penalty: 505.319305
	Iteration 11Q: 3 clusters Score -12282.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12285.312500 Penalty: 505.319305
	Iteration 12Q: 3 clusters Score -12285.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12286.122070 Penalty: 505.319305
	Iteration 13Q: 3 clusters Score -12286.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12286.909180 Penalty: 505.319305
	Iteration 14Q: 3 clusters Score -12286.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12288.250000 Penalty: 505.319305
	Iteration 15Q: 3 clusters Score -12288.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12288.708984 Penalty: 505.319305
	Iteration 16Q: 3 clusters Score -12288.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12288.708984 Penalty: 505.319305
	Iteration 17F: 3 clusters Score -12288.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Entering Unmasked Estep 
Score: -370915.312500 Penalty: 405.572662
	Iteration 0F: 2 clusters Score -370915.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -365988.562500 Penalty: 811.145325
	Iteration 0F: 3 clusters Score -365988.6 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -367783.250000 Penalty: 811.145325
	Iteration 1F: 3 clusters Score -367783.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -367883.312500 Penalty: 811.145325
	Iteration 2Q: 3 clusters Score -367883.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -367982.125000 Penalty: 811.145325
	Iteration 3Q: 3 clusters Score -367982.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -368101.281250 Penalty: 811.145325
	Iteration 4Q: 3 clusters Score -368101.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -368253.093750 Penalty: 811.145325
	Iteration 5Q: 3 clusters Score -368253.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -368466.625000 Penalty: 811.145325
	Iteration 6F: 3 clusters Score -368466.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -368762.156250 Penalty: 811.145325
	Iteration 7F: 3 clusters Score -368762.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -369154.906250 Penalty: 811.145325
	Iteration 8F: 3 clusters Score -369154.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -369591.562500 Penalty: 811.145325
	Iteration 9F: 3 clusters Score -369591.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -369961.437500 Penalty: 811.145325
	Iteration 10F: 3 clusters Score -369961.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -370228.218750 Penalty: 811.145325
	Iteration 11Q: 3 clusters Score -370228.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -370414.937500 Penalty: 811.145325
	Iteration 12Q: 3 clusters Score -370414.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -370529.312500 Penalty: 811.145325
	Iteration 13Q: 3 clusters Score -370529.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -370571.718750 Penalty: 811.145325
	Iteration 14Q: 3 clusters Score -370571.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -370585.593750 Penalty: 811.145325
	Iteration 15Q: 3 clusters Score -370585.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -370595.093750 Penalty: 811.145325
	Iteration 16Q: 3 clusters Score -370595.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -370603.500000 Penalty: 811.145325
	Iteration 17Q: 3 clusters Score -370603.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -370609.625000 Penalty: 811.145325
	Iteration 18Q: 3 clusters Score -370609.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -370615.468750 Penalty: 811.145325
	Iteration 19Q: 3 clusters Score -370615.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -370621.250000 Penalty: 811.145325
	Iteration 20F: 3 clusters Score -370621.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -370624.593750 Penalty: 811.145325
	Iteration 21Q: 3 clusters Score -370624.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -370626.406250 Penalty: 811.145325
	Iteration 22Q: 3 clusters Score -370626.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -370628.187500 Penalty: 811.145325
	Iteration 23Q: 3 clusters Score -370628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -370628.968750 Penalty: 811.145325
	Iteration 24Q: 3 clusters Score -370629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -370628.968750 Penalty: 811.145325
	Iteration 25Q: 3 clusters Score -370629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -370628.968750 Penalty: 811.145325
	Iteration 26F: 3 clusters Score -370629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -53030.679688 Penalty: 314.348358
	Iteration 0F: 2 clusters Score -53030.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -52235.863281 Penalty: 628.696716
	Iteration 0F: 3 clusters Score -52235.86 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -52451.183594 Penalty: 628.696716
	Iteration 1F: 3 clusters Score -52451.18 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -52502.625000 Penalty: 628.696716
	Iteration 2F: 3 clusters Score -52502.62 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -52544.617188 Penalty: 628.696716
	Iteration 3F: 3 clusters Score -52544.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -52580.867188 Penalty: 628.696716
	Iteration 4Q: 3 clusters Score -52580.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -52619.859375 Penalty: 628.696716
	Iteration 5Q: 3 clusters Score -52619.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -52653.023438 Penalty: 628.696716
	Iteration 6Q: 3 clusters Score -52653.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -52682.949219 Penalty: 628.696716
	Iteration 7Q: 3 clusters Score -52682.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -52698.289062 Penalty: 628.696716
	Iteration 8Q: 3 clusters Score -52698.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -52706.238281 Penalty: 628.696716
	Iteration 9Q: 3 clusters Score -52706.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -52714.914062 Penalty: 628.696716
	Iteration 10Q: 3 clusters Score -52714.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -52723.460938 Penalty: 628.696716
	Iteration 11Q: 3 clusters Score -52723.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -52732.765625 Penalty: 628.696716
	Iteration 12Q: 3 clusters Score -52732.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -52742.714844 Penalty: 628.696716
	Iteration 13Q: 3 clusters Score -52742.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -52747.195312 Penalty: 628.696716
	Iteration 14Q: 3 clusters Score -52747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -52750.175781 Penalty: 628.696716
	Iteration 15Q: 3 clusters Score -52750.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -52753.457031 Penalty: 628.696716
	Iteration 16Q: 3 clusters Score -52753.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -52757.382812 Penalty: 628.696716
	Iteration 17Q: 3 clusters Score -52757.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -52759.976562 Penalty: 628.696716
	Iteration 18Q: 3 clusters Score -52759.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -52761.515625 Penalty: 628.696716
	Iteration 19Q: 3 clusters Score -52761.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -52763.890625 Penalty: 628.696716
	Iteration 20F: 3 clusters Score -52763.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -52767.785156 Penalty: 628.696716
	Iteration 21Q: 3 clusters Score -52767.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -52769.687500 Penalty: 628.696716
	Iteration 22Q: 3 clusters Score -52769.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -52770.429688 Penalty: 628.696716
	Iteration 23Q: 3 clusters Score -52770.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -52771.824219 Penalty: 628.696716
	Iteration 24Q: 3 clusters Score -52771.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -52775.765625 Penalty: 628.696716
	Iteration 25Q: 3 clusters Score -52775.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -52776.761719 Penalty: 628.696716
	Iteration 26Q: 3 clusters Score -52776.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -52778.910156 Penalty: 628.696716
	Iteration 27Q: 3 clusters Score -52778.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -52781.320312 Penalty: 628.696716
	Iteration 28Q: 3 clusters Score -52781.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -52781.765625 Penalty: 628.696716
	Iteration 29Q: 3 clusters Score -52781.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -52781.765625 Penalty: 628.696716
	Iteration 30F: 3 clusters Score -52781.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -6827.642090 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -6827.642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6582.106934 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -6582.107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6678.639648 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -6678.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6729.327637 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -6729.328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6758.411133 Penalty: 465.737427
	Iteration 3F: 3 clusters Score -6758.411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6773.048340 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -6773.048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6775.708008 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -6775.708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6777.643066 Penalty: 465.737427
	Iteration 6Q: 3 clusters Score -6777.643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6777.643066 Penalty: 465.737427
	Iteration 7F: 3 clusters Score -6777.643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 34521 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158608 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 2316 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 8078 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12386 members 
Mstep: Class 22 contains 221 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2392 members 
Mstep: Class 28 contains 282851 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7433 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465838.000000 Penalty: 20404.894531
Iteration 159Q: 35 clusters Score -2.746584e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 2644 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 34556 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158589 members 
Mstep: Class 15 contains 1991 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 8070 members 
Mstep: Class 19 contains 2569 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12395 members 
Mstep: Class 22 contains 221 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2391 members 
Mstep: Class 28 contains 282860 members 
Mstep: Class 29 contains 313 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7452 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467922.000000 Penalty: 20404.894531
Iteration 160F: 35 clusters Score -2.746792e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 2586 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 34595 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158577 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 8065 members 
Mstep: Class 19 contains 2552 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12405 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2390 members 
Mstep: Class 28 contains 282865 members 
Mstep: Class 29 contains 370 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7466 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468150.000000 Penalty: 20404.894531
Iteration 161Q: 35 clusters Score -2.746815e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 34625 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 181 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 1244 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158568 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2309 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 8047 members 
Mstep: Class 19 contains 2536 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12415 members 
Mstep: Class 22 contains 224 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 282869 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7477 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468224.000000 Penalty: 20404.894531
Iteration 162Q: 35 clusters Score -2.746822e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 34659 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158561 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 2301 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 8033 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 225 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282881 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468308.000000 Penalty: 20404.894531
Iteration 163Q: 35 clusters Score -2.746831e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 34691 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158550 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 8017 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12421 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282898 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7492 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 35 clusters Score -2.746835e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 34725 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1248 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158545 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7998 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12425 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 282900 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7502 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 165Q: 35 clusters Score -2.746838e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1619 members 
Mstep: Class 4 contains 34766 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2239 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158531 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7979 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12435 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 282899 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7512 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 166Q: 35 clusters Score -2.746842e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1619 members 
Mstep: Class 4 contains 34816 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158529 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7962 members 
Mstep: Class 19 contains 2435 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12449 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 282884 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7519 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 167Q: 35 clusters Score -2.746843e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1619 members 
Mstep: Class 4 contains 34860 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1254 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158529 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 2275 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7949 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12461 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 282871 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7530 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 168Q: 35 clusters Score -2.746846e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 34919 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1256 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158514 members 
Mstep: Class 15 contains 1874 members 
Mstep: Class 16 contains 2272 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7927 members 
Mstep: Class 19 contains 2387 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12475 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2386 members 
Mstep: Class 28 contains 282872 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7535 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 169Q: 35 clusters Score -2.746848e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 34978 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1258 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158504 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 2269 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 2373 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12487 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2385 members 
Mstep: Class 28 contains 282862 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7535 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 170Q: 35 clusters Score -2.746855e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 35034 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2236 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1261 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158506 members 
Mstep: Class 15 contains 1856 members 
Mstep: Class 16 contains 2270 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7879 members 
Mstep: Class 19 contains 2369 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12496 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2385 members 
Mstep: Class 28 contains 282827 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7535 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 171Q: 35 clusters Score -2.746857e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 35094 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2236 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1260 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158496 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 2264 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7856 members 
Mstep: Class 19 contains 2366 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12502 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2386 members 
Mstep: Class 28 contains 282806 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7537 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 172Q: 35 clusters Score -2.746858e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 35124 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1262 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158483 members 
Mstep: Class 15 contains 1845 members 
Mstep: Class 16 contains 2260 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 2361 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12511 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 282798 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7542 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 173Q: 35 clusters Score -2.746856e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 35148 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158472 members 
Mstep: Class 15 contains 1844 members 
Mstep: Class 16 contains 2256 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7820 members 
Mstep: Class 19 contains 2351 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12524 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2385 members 
Mstep: Class 28 contains 282797 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7556 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 174Q: 35 clusters Score -2.746853e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 35182 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1266 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158458 members 
Mstep: Class 15 contains 1838 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7809 members 
Mstep: Class 19 contains 2341 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12537 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2383 members 
Mstep: Class 28 contains 282786 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7564 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 175Q: 35 clusters Score -2.746857e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 35216 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2242 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1268 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158449 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 2245 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7804 members 
Mstep: Class 19 contains 2331 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12545 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2381 members 
Mstep: Class 28 contains 282770 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 176Q: 35 clusters Score -2.746859e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 35248 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158439 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7794 members 
Mstep: Class 19 contains 2329 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12554 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2380 members 
Mstep: Class 28 contains 282747 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7579 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 177Q: 35 clusters Score -2.746858e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 35282 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2248 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1275 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158425 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 2332 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12567 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2381 members 
Mstep: Class 28 contains 282719 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7590 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 178Q: 35 clusters Score -2.746859e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 35304 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2251 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158411 members 
Mstep: Class 15 contains 1809 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7773 members 
Mstep: Class 19 contains 2338 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12579 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2381 members 
Mstep: Class 28 contains 282687 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7604 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 179Q: 35 clusters Score -2.746863e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 35329 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2252 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1282 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158406 members 
Mstep: Class 15 contains 1808 members 
Mstep: Class 16 contains 2238 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7762 members 
Mstep: Class 19 contains 2339 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12587 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2381 members 
Mstep: Class 28 contains 282652 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7619 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 180F: 35 clusters Score -2.746865e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 35344 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2251 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1286 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158398 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 2237 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7755 members 
Mstep: Class 19 contains 2342 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12598 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2382 members 
Mstep: Class 28 contains 282630 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7630 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 181Q: 35 clusters Score -2.746868e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2586 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 35358 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2255 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158404 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7750 members 
Mstep: Class 19 contains 2346 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12608 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 1056 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2382 members 
Mstep: Class 28 contains 282590 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 1052 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7644 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
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Iteration 182Q: 35 clusters Score -2.746878e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 2587 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 35382 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2256 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158399 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7754 members 
Mstep: Class 19 contains 2342 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12614 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 1056 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2382 members 
Mstep: Class 28 contains 282564 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1053 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7649 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468914.000000 Penalty: 20404.894531
Iteration 183Q: 35 clusters Score -2.746891e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 35401 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1286 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 128 members 
Mstep: Class 14 contains 158389 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7747 members 
Mstep: Class 19 contains 2341 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 1057 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 2382 members 
Mstep: Class 28 contains 282554 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1054 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7653 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468944.000000 Penalty: 20404.894531
Iteration 184Q: 35 clusters Score -2.746894e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 35422 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1283 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158384 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 2335 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 224 members 
Mstep: Class 23 contains 1057 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2382 members 
Mstep: Class 28 contains 282544 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7656 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468978.000000 Penalty: 20404.894531
Iteration 185Q: 35 clusters Score -2.746898e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 35457 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 1283 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158387 members 
Mstep: Class 15 contains 1764 members 
Mstep: Class 16 contains 2227 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7752 members 
Mstep: Class 19 contains 2335 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12634 members 
Mstep: Class 22 contains 223 members 
Mstep: Class 23 contains 1057 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2380 members 
Mstep: Class 28 contains 282522 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7659 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469002.000000 Penalty: 20404.894531
Iteration 186Q: 35 clusters Score -2.7469e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 35484 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2256 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 1282 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158398 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7756 members 
Mstep: Class 19 contains 2334 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12642 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2380 members 
Mstep: Class 28 contains 282491 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7666 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469028.000000 Penalty: 20404.894531
Iteration 187Q: 35 clusters Score -2.746903e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2256 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 1280 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158408 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 2217 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7758 members 
Mstep: Class 19 contains 2332 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12648 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2381 members 
Mstep: Class 28 contains 282463 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7675 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469006.000000 Penalty: 20404.894531
Iteration 188Q: 35 clusters Score -2.746901e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 35550 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2256 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 1280 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158425 members 
Mstep: Class 15 contains 1709 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7758 members 
Mstep: Class 19 contains 2333 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12653 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2381 members 
Mstep: Class 28 contains 282422 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7677 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469056.000000 Penalty: 20404.894531
Iteration 189Q: 35 clusters Score -2.746906e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 35584 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 1279 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158445 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 2211 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7758 members 
Mstep: Class 19 contains 2332 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12659 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2379 members 
Mstep: Class 28 contains 282383 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7683 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469104.000000 Penalty: 20404.894531
Iteration 190Q: 35 clusters Score -2.74691e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 35626 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 1279 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158459 members 
Mstep: Class 15 contains 1670 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7757 members 
Mstep: Class 19 contains 2331 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12664 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2378 members 
Mstep: Class 28 contains 282346 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7685 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469120.000000 Penalty: 20404.894531
Iteration 191Q: 35 clusters Score -2.746912e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 35667 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2254 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1279 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158473 members 
Mstep: Class 15 contains 1658 members 
Mstep: Class 16 contains 2207 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7753 members 
Mstep: Class 19 contains 2330 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12667 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2379 members 
Mstep: Class 28 contains 282306 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7687 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469140.000000 Penalty: 20404.894531
Iteration 192Q: 35 clusters Score -2.746914e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 35714 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2255 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1279 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158476 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 2200 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7742 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12670 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2377 members 
Mstep: Class 28 contains 282285 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7689 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469136.000000 Penalty: 20404.894531
Iteration 193Q: 35 clusters Score -2.746914e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 35756 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2256 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1280 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158482 members 
Mstep: Class 15 contains 1634 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7735 members 
Mstep: Class 19 contains 2323 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12672 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2375 members 
Mstep: Class 28 contains 282264 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7690 members 
Mstep: Class 33 contains 1000 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469148.000000 Penalty: 20404.894531
Iteration 194Q: 35 clusters Score -2.746915e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 35796 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1279 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158477 members 
Mstep: Class 15 contains 1621 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7734 members 
Mstep: Class 19 contains 2322 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12676 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2373 members 
Mstep: Class 28 contains 282245 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7696 members 
Mstep: Class 33 contains 997 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469182.000000 Penalty: 20404.894531
Iteration 195Q: 35 clusters Score -2.746918e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 35829 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158468 members 
Mstep: Class 15 contains 1613 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7726 members 
Mstep: Class 19 contains 2325 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12680 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2371 members 
Mstep: Class 28 contains 282232 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7702 members 
Mstep: Class 33 contains 994 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469208.000000 Penalty: 20404.894531
Iteration 196Q: 35 clusters Score -2.746921e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1623 members 
Mstep: Class 4 contains 35865 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158455 members 
Mstep: Class 15 contains 1607 members 
Mstep: Class 16 contains 2179 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7714 members 
Mstep: Class 19 contains 2326 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12684 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2368 members 
Mstep: Class 28 contains 282216 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7708 members 
Mstep: Class 33 contains 992 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469246.000000 Penalty: 20404.894531
Iteration 197Q: 35 clusters Score -2.746925e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 35916 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2263 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158450 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7702 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12684 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2367 members 
Mstep: Class 28 contains 282186 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7715 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469320.000000 Penalty: 20404.894531
Iteration 198Q: 35 clusters Score -2.746932e+07 nChanged 150
Entering ConstructFrom: 
Score: -27469320.000000 Penalty: 20404.894531
Entering ConstructFrom: 
Trying to split cluster 1 (3946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Entering Unmasked Estep 
Score: -199375.687500 Penalty: 376.760803
	Iteration 0F: 2 clusters Score -199375.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -196696.312500 Penalty: 753.521606
	Iteration 0F: 3 clusters Score -196696.3 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -197746.484375 Penalty: 753.521606
	Iteration 1F: 3 clusters Score -197746.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -197966.156250 Penalty: 753.521606
	Iteration 2F: 3 clusters Score -197966.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -198227.843750 Penalty: 753.521606
	Iteration 3F: 3 clusters Score -198227.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -198551.921875 Penalty: 753.521606
	Iteration 4F: 3 clusters Score -198551.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -198819.281250 Penalty: 753.521606
	Iteration 5F: 3 clusters Score -198819.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -198993.296875 Penalty: 753.521606
	Iteration 6Q: 3 clusters Score -198993.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -199109.125000 Penalty: 753.521606
	Iteration 7Q: 3 clusters Score -199109.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -199206.625000 Penalty: 753.521606
	Iteration 8Q: 3 clusters Score -199206.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -199253.375000 Penalty: 753.521606
	Iteration 9Q: 3 clusters Score -199253.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -199281.140625 Penalty: 753.521606
	Iteration 10Q: 3 clusters Score -199281.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -199290.265625 Penalty: 753.521606
	Iteration 11Q: 3 clusters Score -199290.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -199303.656250 Penalty: 753.521606
	Iteration 12Q: 3 clusters Score -199303.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -199308.906250 Penalty: 753.521606
	Iteration 13Q: 3 clusters Score -199308.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -199313.984375 Penalty: 753.521606
	Iteration 14Q: 3 clusters Score -199314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -199316.828125 Penalty: 753.521606
	Iteration 15Q: 3 clusters Score -199316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -199318.656250 Penalty: 753.521606
	Iteration 16Q: 3 clusters Score -199318.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -199319.828125 Penalty: 753.521606
	Iteration 17Q: 3 clusters Score -199319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -199319.984375 Penalty: 753.521606
	Iteration 18Q: 3 clusters Score -199320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -199319.984375 Penalty: 753.521606
	Iteration 19F: 3 clusters Score -199320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5236.189453 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5236.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5014.366211 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -5014.366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5037.583008 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -5037.583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5043.281250 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -5043.281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5043.759277 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5043.759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5043.759277 Penalty: 428.567261
	Iteration 4F: 3 clusters Score -5043.759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -88873.742188 Penalty: 336.421478
	Iteration 0F: 2 clusters Score -88873.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -87680.429688 Penalty: 672.842957
	Iteration 0F: 3 clusters Score -87680.43 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -88077.406250 Penalty: 672.842957
	Iteration 1F: 3 clusters Score -88077.41 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -88143.625000 Penalty: 672.842957
	Iteration 2F: 3 clusters Score -88143.62 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -88209.078125 Penalty: 672.842957
	Iteration 3F: 3 clusters Score -88209.08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -88272.437500 Penalty: 672.842957
	Iteration 4F: 3 clusters Score -88272.44 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -88337.960938 Penalty: 672.842957
	Iteration 5Q: 3 clusters Score -88337.96 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88420.390625 Penalty: 672.842957
	Iteration 6Q: 3 clusters Score -88420.39 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88501.195312 Penalty: 672.842957
	Iteration 7F: 3 clusters Score -88501.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88550.953125 Penalty: 672.842957
	Iteration 8Q: 3 clusters Score -88550.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -88577.742188 Penalty: 672.842957
	Iteration 9Q: 3 clusters Score -88577.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88598.789062 Penalty: 672.842957
	Iteration 10Q: 3 clusters Score -88598.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -88613.296875 Penalty: 672.842957
	Iteration 11Q: 3 clusters Score -88613.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -88620.492188 Penalty: 672.842957
	Iteration 12Q: 3 clusters Score -88620.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88628.648438 Penalty: 672.842957
	Iteration 13Q: 3 clusters Score -88628.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -88632.234375 Penalty: 672.842957
	Iteration 14Q: 3 clusters Score -88632.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88635.507812 Penalty: 672.842957
	Iteration 15Q: 3 clusters Score -88635.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88638.101562 Penalty: 672.842957
	Iteration 16Q: 3 clusters Score -88638.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88639.500000 Penalty: 672.842957
	Iteration 17Q: 3 clusters Score -88639.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88642.656250 Penalty: 672.842957
	Iteration 18Q: 3 clusters Score -88642.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88646.703125 Penalty: 672.842957
	Iteration 19Q: 3 clusters Score -88646.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88651.000000 Penalty: 672.842957
	Iteration 20F: 3 clusters Score -88651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88653.164062 Penalty: 672.842957
	Iteration 21Q: 3 clusters Score -88653.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88653.773438 Penalty: 672.842957
	Iteration 22Q: 3 clusters Score -88653.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88654.875000 Penalty: 672.842957
	Iteration 23Q: 3 clusters Score -88654.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88656.117188 Penalty: 672.842957
	Iteration 24Q: 3 clusters Score -88656.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88656.140625 Penalty: 672.842957
	Iteration 25Q: 3 clusters Score -88656.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88656.335938 Penalty: 672.842957
	Iteration 26Q: 3 clusters Score -88656.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88656.335938 Penalty: 672.842957
	Iteration 27F: 3 clusters Score -88656.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Entering Unmasked Estep 
Score: -1842155.250000 Penalty: 477.298584
	Iteration 0F: 2 clusters Score -1842155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -1818082.500000 Penalty: 954.597168
	Iteration 0F: 3 clusters Score -1818082 nChanged 17317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -1828359.000000 Penalty: 954.597168
	Iteration 1F: 3 clusters Score -1828359 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -1828746.000000 Penalty: 954.597168
	Iteration 2Q: 3 clusters Score -1828746 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -1829210.375000 Penalty: 954.597168
	Iteration 3Q: 3 clusters Score -1829210 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -1829723.625000 Penalty: 954.597168
	Iteration 4Q: 3 clusters Score -1829724 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -1830452.875000 Penalty: 954.597168
	Iteration 5Q: 3 clusters Score -1830453 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -1831569.375000 Penalty: 954.597168
	Iteration 6Q: 3 clusters Score -1831569 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -1833183.625000 Penalty: 954.597168
	Iteration 7F: 3 clusters Score -1833184 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -1834699.375000 Penalty: 954.597168
	Iteration 8F: 3 clusters Score -1834699 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -1835489.125000 Penalty: 954.597168
	Iteration 9Q: 3 clusters Score -1835489 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -1835800.625000 Penalty: 954.597168
	Iteration 10Q: 3 clusters Score -1835801 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -1836002.625000 Penalty: 954.597168
	Iteration 11Q: 3 clusters Score -1836003 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -1836212.875000 Penalty: 954.597168
	Iteration 12Q: 3 clusters Score -1836213 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -1836469.500000 Penalty: 954.597168
	Iteration 13Q: 3 clusters Score -1836470 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -1836757.875000 Penalty: 954.597168
	Iteration 14Q: 3 clusters Score -1836758 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -1837136.875000 Penalty: 954.597168
	Iteration 15Q: 3 clusters Score -1837137 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -1837592.375000 Penalty: 954.597168
	Iteration 16Q: 3 clusters Score -1837592 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -1838073.500000 Penalty: 954.597168
	Iteration 17Q: 3 clusters Score -1838074 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -1838591.375000 Penalty: 954.597168
	Iteration 18Q: 3 clusters Score -1838591 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -1839151.750000 Penalty: 954.597168
	Iteration 19Q: 3 clusters Score -1839152 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -1839652.750000 Penalty: 954.597168
	Iteration 20F: 3 clusters Score -1839653 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -1840141.500000 Penalty: 954.597168
	Iteration 21Q: 3 clusters Score -1840142 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -1840583.375000 Penalty: 954.597168
	Iteration 22Q: 3 clusters Score -1840583 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -1840896.375000 Penalty: 954.597168
	Iteration 23Q: 3 clusters Score -1840896 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -1841160.500000 Penalty: 954.597168
	Iteration 24Q: 3 clusters Score -1841160 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -1841396.625000 Penalty: 954.597168
	Iteration 25Q: 3 clusters Score -1841397 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -1841552.750000 Penalty: 954.597168
	Iteration 26Q: 3 clusters Score -1841553 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -1841634.375000 Penalty: 954.597168
	Iteration 27Q: 3 clusters Score -1841634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -1841678.625000 Penalty: 954.597168
	Iteration 28Q: 3 clusters Score -1841679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -1841697.000000 Penalty: 954.597168
	Iteration 29Q: 3 clusters Score -1841697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -1841706.000000 Penalty: 954.597168
	Iteration 30Q: 3 clusters Score -1841706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -1841713.250000 Penalty: 954.597168
	Iteration 31Q: 3 clusters Score -1841713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -1841719.125000 Penalty: 954.597168
	Iteration 32Q: 3 clusters Score -1841719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -1841723.625000 Penalty: 954.597168
	Iteration 33Q: 3 clusters Score -1841724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -1841728.250000 Penalty: 954.597168
	Iteration 34Q: 3 clusters Score -1841728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -1841727.750000 Penalty: 954.597168
	Iteration 35Q: 3 clusters Score -1841728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -1841729.500000 Penalty: 954.597168
	Iteration 36Q: 3 clusters Score -1841730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -1841730.125000 Penalty: 954.597168
	Iteration 37Q: 3 clusters Score -1841730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -1841731.125000 Penalty: 954.597168
	Iteration 38Q: 3 clusters Score -1841731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -1841731.125000 Penalty: 954.597168
	Iteration 39Q: 3 clusters Score -1841731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -1841731.125000 Penalty: 954.597168
	Iteration 40F: 3 clusters Score -1841731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -26329.539062 Penalty: 290.755951
	Iteration 0F: 2 clusters Score -26329.54 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 311 members 
Entering Unmasked Estep 
Score: -25783.113281 Penalty: 581.511902
	Iteration 0F: 3 clusters Score -25783.11 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -26028.121094 Penalty: 581.511902
	Iteration 1F: 3 clusters Score -26028.12 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -26133.144531 Penalty: 581.511902
	Iteration 2F: 3 clusters Score -26133.14 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26268.146484 Penalty: 581.511902
	Iteration 3F: 3 clusters Score -26268.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -26343.072266 Penalty: 581.511902
	Iteration 4F: 3 clusters Score -26343.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26391.681641 Penalty: 581.511902
	Iteration 5F: 3 clusters Score -26391.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26418.162109 Penalty: 581.511902
	Iteration 6Q: 3 clusters Score -26418.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -26431.814453 Penalty: 581.511902
	Iteration 7Q: 3 clusters Score -26431.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26441.734375 Penalty: 581.511902
	Iteration 8Q: 3 clusters Score -26441.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26444.964844 Penalty: 581.511902
	Iteration 9Q: 3 clusters Score -26444.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26446.666016 Penalty: 581.511902
	Iteration 10Q: 3 clusters Score -26446.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26448.533203 Penalty: 581.511902
	Iteration 11Q: 3 clusters Score -26448.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26452.666016 Penalty: 581.511902
	Iteration 12Q: 3 clusters Score -26452.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26455.640625 Penalty: 581.511902
	Iteration 13Q: 3 clusters Score -26455.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26457.861328 Penalty: 581.511902
	Iteration 14Q: 3 clusters Score -26457.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26457.861328 Penalty: 581.511902
	Iteration 15F: 3 clusters Score -26457.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 35957 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2266 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158449 members 
Mstep: Class 15 contains 1589 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7690 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12684 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 282156 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7728 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 260 members 
Entering Unmasked Estep 
Score: -27469180.000000 Penalty: 21005.037109
Splitting cluster 5 changes total score from -27469320.000000 to -27469180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -8349.479492 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -8349.479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8074.140137 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -8074.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8119.436523 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -8119.437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8138.069336 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -8138.069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8144.445312 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -8144.445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8145.422363 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -8145.422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8145.422363 Penalty: 473.564606
	Iteration 5F: 3 clusters Score -8145.422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -19114.302734 Penalty: 274.505432
	Iteration 0F: 2 clusters Score -19114.3 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 214 members 
Entering Unmasked Estep 
Score: -18707.025391 Penalty: 549.010864
	Iteration 0F: 3 clusters Score -18707.03 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18860.283203 Penalty: 549.010864
	Iteration 1F: 3 clusters Score -18860.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18873.476562 Penalty: 549.010864
	Iteration 2F: 3 clusters Score -18873.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18881.433594 Penalty: 549.010864
	Iteration 3Q: 3 clusters Score -18881.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18890.541016 Penalty: 549.010864
	Iteration 4Q: 3 clusters Score -18890.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18899.785156 Penalty: 549.010864
	Iteration 5Q: 3 clusters Score -18899.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18911.886719 Penalty: 549.010864
	Iteration 6Q: 3 clusters Score -18911.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18925.611328 Penalty: 549.010864
	Iteration 7Q: 3 clusters Score -18925.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18929.533203 Penalty: 549.010864
	Iteration 8Q: 3 clusters Score -18929.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18935.935547 Penalty: 549.010864
	Iteration 9Q: 3 clusters Score -18935.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18938.705078 Penalty: 549.010864
	Iteration 10Q: 3 clusters Score -18938.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18940.476562 Penalty: 549.010864
	Iteration 11Q: 3 clusters Score -18940.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18942.222656 Penalty: 549.010864
	Iteration 12Q: 3 clusters Score -18942.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18953.828125 Penalty: 549.010864
	Iteration 13Q: 3 clusters Score -18953.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18980.310547 Penalty: 549.010864
	Iteration 14Q: 3 clusters Score -18980.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19010.611328 Penalty: 549.010864
	Iteration 15Q: 3 clusters Score -19010.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19047.248047 Penalty: 549.010864
	Iteration 16Q: 3 clusters Score -19047.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19052.906250 Penalty: 549.010864
	Iteration 17Q: 3 clusters Score -19052.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19059.443359 Penalty: 549.010864
	Iteration 18Q: 3 clusters Score -19059.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19073.238281 Penalty: 549.010864
	Iteration 19Q: 3 clusters Score -19073.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19088.251953 Penalty: 549.010864
	Iteration 20F: 3 clusters Score -19088.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19102.556641 Penalty: 549.010864
	Iteration 21Q: 3 clusters Score -19102.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19109.908203 Penalty: 549.010864
	Iteration 22Q: 3 clusters Score -19109.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19115.662109 Penalty: 549.010864
	Iteration 23Q: 3 clusters Score -19115.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19119.410156 Penalty: 549.010864
	Iteration 24Q: 3 clusters Score -19119.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19122.070312 Penalty: 549.010864
	Iteration 25Q: 3 clusters Score -19122.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19124.738281 Penalty: 549.010864
	Iteration 26Q: 3 clusters Score -19124.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19127.509766 Penalty: 549.010864
	Iteration 27Q: 3 clusters Score -19127.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19128.525391 Penalty: 549.010864
	Iteration 28Q: 3 clusters Score -19128.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19129.371094 Penalty: 549.010864
	Iteration 29Q: 3 clusters Score -19129.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19134.712891 Penalty: 549.010864
	Iteration 30Q: 3 clusters Score -19134.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19143.193359 Penalty: 549.010864
	Iteration 31Q: 3 clusters Score -19143.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19155.597656 Penalty: 549.010864
	Iteration 32Q: 3 clusters Score -19155.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19162.955078 Penalty: 549.010864
	Iteration 33Q: 3 clusters Score -19162.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19170.453125 Penalty: 549.010864
	Iteration 34Q: 3 clusters Score -19170.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19176.794922 Penalty: 549.010864
	Iteration 35Q: 3 clusters Score -19176.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19185.986328 Penalty: 549.010864
	Iteration 36Q: 3 clusters Score -19185.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19192.009766 Penalty: 549.010864
	Iteration 37Q: 3 clusters Score -19192.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19192.781250 Penalty: 549.010864
	Iteration 38Q: 3 clusters Score -19192.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19197.796875 Penalty: 549.010864
	Iteration 39F: 3 clusters Score -19197.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19204.382812 Penalty: 549.010864
	Iteration 40F: 3 clusters Score -19204.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19209.048828 Penalty: 549.010864
	Iteration 41Q: 3 clusters Score -19209.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19214.835938 Penalty: 549.010864
	Iteration 42Q: 3 clusters Score -19214.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19216.683594 Penalty: 549.010864
	Iteration 43Q: 3 clusters Score -19216.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19217.865234 Penalty: 549.010864
	Iteration 44Q: 3 clusters Score -19217.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19217.865234 Penalty: 549.010864
	Iteration 45F: 3 clusters Score -19217.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 35957 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 142 members 
Mstep: Class 8 contains 2266 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158449 members 
Mstep: Class 15 contains 1589 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7690 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12684 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 282156 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7728 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 275 members 
Entering Unmasked Estep 
Score: -27469138.000000 Penalty: 21005.037109
Splitting cluster 7 changes total score from -27469320.000000 to -27469138.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -119823.132812 Penalty: 351.522614
	Iteration 0F: 2 clusters Score -119823.1 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 1116 members 
Entering Unmasked Estep 
Score: -118190.601562 Penalty: 703.045227
	Iteration 0F: 3 clusters Score -118190.6 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -118730.375000 Penalty: 703.045227
	Iteration 1F: 3 clusters Score -118730.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -118776.835938 Penalty: 703.045227
	Iteration 2F: 3 clusters Score -118776.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -118812.726562 Penalty: 703.045227
	Iteration 3Q: 3 clusters Score -118812.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -118842.554688 Penalty: 703.045227
	Iteration 4Q: 3 clusters Score -118842.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -118876.242188 Penalty: 703.045227
	Iteration 5Q: 3 clusters Score -118876.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -118914.046875 Penalty: 703.045227
	Iteration 6Q: 3 clusters Score -118914 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -118942.828125 Penalty: 703.045227
	Iteration 7Q: 3 clusters Score -118942.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -118969.226562 Penalty: 703.045227
	Iteration 8Q: 3 clusters Score -118969.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -119005.828125 Penalty: 703.045227
	Iteration 9Q: 3 clusters Score -119005.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -119048.601562 Penalty: 703.045227
	Iteration 10Q: 3 clusters Score -119048.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -119102.984375 Penalty: 703.045227
	Iteration 11Q: 3 clusters Score -119103 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -119170.078125 Penalty: 703.045227
	Iteration 12Q: 3 clusters Score -119170.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -119232.226562 Penalty: 703.045227
	Iteration 13Q: 3 clusters Score -119232.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -119287.648438 Penalty: 703.045227
	Iteration 14Q: 3 clusters Score -119287.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -119323.328125 Penalty: 703.045227
	Iteration 15Q: 3 clusters Score -119323.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -119349.062500 Penalty: 703.045227
	Iteration 16Q: 3 clusters Score -119349.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -119373.539062 Penalty: 703.045227
	Iteration 17Q: 3 clusters Score -119373.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -119395.500000 Penalty: 703.045227
	Iteration 18Q: 3 clusters Score -119395.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -119413.140625 Penalty: 703.045227
	Iteration 19Q: 3 clusters Score -119413.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -119429.968750 Penalty: 703.045227
	Iteration 20F: 3 clusters Score -119430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -119445.000000 Penalty: 703.045227
	Iteration 21Q: 3 clusters Score -119445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -119453.679688 Penalty: 703.045227
	Iteration 22Q: 3 clusters Score -119453.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -119464.640625 Penalty: 703.045227
	Iteration 23Q: 3 clusters Score -119464.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -119474.453125 Penalty: 703.045227
	Iteration 24Q: 3 clusters Score -119474.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -119483.578125 Penalty: 703.045227
	Iteration 25Q: 3 clusters Score -119483.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -119489.460938 Penalty: 703.045227
	Iteration 26Q: 3 clusters Score -119489.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -119493.320312 Penalty: 703.045227
	Iteration 27Q: 3 clusters Score -119493.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -119496.070312 Penalty: 703.045227
	Iteration 28Q: 3 clusters Score -119496.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -119498.515625 Penalty: 703.045227
	Iteration 29Q: 3 clusters Score -119498.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -119499.484375 Penalty: 703.045227
	Iteration 30Q: 3 clusters Score -119499.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -119500.570312 Penalty: 703.045227
	Iteration 31Q: 3 clusters Score -119500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -119502.148438 Penalty: 703.045227
	Iteration 32Q: 3 clusters Score -119502.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -119504.054688 Penalty: 703.045227
	Iteration 33Q: 3 clusters Score -119504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -119506.109375 Penalty: 703.045227
	Iteration 34Q: 3 clusters Score -119506.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -119508.812500 Penalty: 703.045227
	Iteration 35Q: 3 clusters Score -119508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -119511.812500 Penalty: 703.045227
	Iteration 36Q: 3 clusters Score -119511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -119513.750000 Penalty: 703.045227
	Iteration 37Q: 3 clusters Score -119513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -119515.625000 Penalty: 703.045227
	Iteration 38Q: 3 clusters Score -119515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -119516.023438 Penalty: 703.045227
	Iteration 39Q: 3 clusters Score -119516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -119518.484375 Penalty: 703.045227
	Iteration 40F: 3 clusters Score -119518.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -119520.601562 Penalty: 703.045227
	Iteration 41Q: 3 clusters Score -119520.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -119520.601562 Penalty: 703.045227
	Iteration 42F: 3 clusters Score -119520.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -65436.667969 Penalty: 325.034607
	Iteration 0F: 2 clusters Score -65436.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -64424.750000 Penalty: 650.069214
	Iteration 0F: 3 clusters Score -64424.75 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -64750.378906 Penalty: 650.069214
	Iteration 1F: 3 clusters Score -64750.38 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -64810.867188 Penalty: 650.069214
	Iteration 2F: 3 clusters Score -64810.87 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -64857.542969 Penalty: 650.069214
	Iteration 3F: 3 clusters Score -64857.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -64899.656250 Penalty: 650.069214
	Iteration 4Q: 3 clusters Score -64899.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -64931.222656 Penalty: 650.069214
	Iteration 5Q: 3 clusters Score -64931.22 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -64954.476562 Penalty: 650.069214
	Iteration 6Q: 3 clusters Score -64954.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -64976.542969 Penalty: 650.069214
	Iteration 7Q: 3 clusters Score -64976.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -64997.093750 Penalty: 650.069214
	Iteration 8Q: 3 clusters Score -64997.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -65024.207031 Penalty: 650.069214
	Iteration 9Q: 3 clusters Score -65024.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -65048.304688 Penalty: 650.069214
	Iteration 10Q: 3 clusters Score -65048.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -65063.964844 Penalty: 650.069214
	Iteration 11Q: 3 clusters Score -65063.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -65074.050781 Penalty: 650.069214
	Iteration 12Q: 3 clusters Score -65074.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -65080.457031 Penalty: 650.069214
	Iteration 13Q: 3 clusters Score -65080.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -65091.550781 Penalty: 650.069214
	Iteration 14Q: 3 clusters Score -65091.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -65102.574219 Penalty: 650.069214
	Iteration 15Q: 3 clusters Score -65102.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -65118.304688 Penalty: 650.069214
	Iteration 16Q: 3 clusters Score -65118.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -65138.187500 Penalty: 650.069214
	Iteration 17Q: 3 clusters Score -65138.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -65162.617188 Penalty: 650.069214
	Iteration 18Q: 3 clusters Score -65162.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -65182.207031 Penalty: 650.069214
	Iteration 19Q: 3 clusters Score -65182.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -65195.843750 Penalty: 650.069214
	Iteration 20F: 3 clusters Score -65195.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -65201.359375 Penalty: 650.069214
	Iteration 21Q: 3 clusters Score -65201.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -65204.757812 Penalty: 650.069214
	Iteration 22Q: 3 clusters Score -65204.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -65206.671875 Penalty: 650.069214
	Iteration 23Q: 3 clusters Score -65206.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -65207.562500 Penalty: 650.069214
	Iteration 24Q: 3 clusters Score -65207.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -65207.949219 Penalty: 650.069214
	Iteration 25Q: 3 clusters Score -65207.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -65207.949219 Penalty: 650.069214
	Iteration 26F: 3 clusters Score -65207.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -60263.289062 Penalty: 325.463867
	Iteration 0F: 2 clusters Score -60263.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -59266.566406 Penalty: 650.927734
	Iteration 0F: 3 clusters Score -59266.57 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -59606.417969 Penalty: 650.927734
	Iteration 1F: 3 clusters Score -59606.42 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -59652.851562 Penalty: 650.927734
	Iteration 2F: 3 clusters Score -59652.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -59683.234375 Penalty: 650.927734
	Iteration 3Q: 3 clusters Score -59683.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -59709.179688 Penalty: 650.927734
	Iteration 4Q: 3 clusters Score -59709.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -59731.300781 Penalty: 650.927734
	Iteration 5Q: 3 clusters Score -59731.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -59767.773438 Penalty: 650.927734
	Iteration 6Q: 3 clusters Score -59767.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59824.492188 Penalty: 650.927734
	Iteration 7Q: 3 clusters Score -59824.49 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59883.761719 Penalty: 650.927734
	Iteration 8Q: 3 clusters Score -59883.76 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59939.976562 Penalty: 650.927734
	Iteration 9Q: 3 clusters Score -59939.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59980.359375 Penalty: 650.927734
	Iteration 10Q: 3 clusters Score -59980.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60015.976562 Penalty: 650.927734
	Iteration 11Q: 3 clusters Score -60015.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60041.847656 Penalty: 650.927734
	Iteration 12Q: 3 clusters Score -60041.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60061.968750 Penalty: 650.927734
	Iteration 13Q: 3 clusters Score -60061.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60078.011719 Penalty: 650.927734
	Iteration 14Q: 3 clusters Score -60078.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -60087.886719 Penalty: 650.927734
	Iteration 15Q: 3 clusters Score -60087.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -60094.636719 Penalty: 650.927734
	Iteration 16Q: 3 clusters Score -60094.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -60100.023438 Penalty: 650.927734
	Iteration 17Q: 3 clusters Score -60100.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -60101.484375 Penalty: 650.927734
	Iteration 18Q: 3 clusters Score -60101.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60103.675781 Penalty: 650.927734
	Iteration 19Q: 3 clusters Score -60103.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -60111.929688 Penalty: 650.927734
	Iteration 20F: 3 clusters Score -60111.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -60115.339844 Penalty: 650.927734
	Iteration 21Q: 3 clusters Score -60115.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60116.648438 Penalty: 650.927734
	Iteration 22Q: 3 clusters Score -60116.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60116.648438 Penalty: 650.927734
	Iteration 23F: 3 clusters Score -60116.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -21668.435547 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -21668.44 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 227 members 
Entering Unmasked Estep 
Score: -21221.441406 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -21221.44 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21314.785156 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -21314.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21338.494141 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -21338.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21349.550781 Penalty: 552.647095
	Iteration 3Q: 3 clusters Score -21349.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21363.148438 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -21363.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21370.765625 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -21370.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21375.880859 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -21375.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21386.259766 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -21386.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21393.984375 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -21393.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21397.873047 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -21397.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21399.404297 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -21399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21400.246094 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -21400.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21400.722656 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -21400.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21400.722656 Penalty: 552.647095
	Iteration 13F: 3 clusters Score -21400.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -28255.154297 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -28255.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27731.611328 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -27731.61 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -27873.218750 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -27873.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -27916.607422 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -27916.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27946.244141 Penalty: 572.701172
	Iteration 3F: 3 clusters Score -27946.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27962.855469 Penalty: 572.701172
	Iteration 4Q: 3 clusters Score -27962.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27970.617188 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -27970.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27981.255859 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -27981.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27985.453125 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -27985.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27986.781250 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -27986.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27989.552734 Penalty: 572.701172
	Iteration 9Q: 3 clusters Score -27989.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27991.591797 Penalty: 572.701172
	Iteration 10Q: 3 clusters Score -27991.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -27992.445312 Penalty: 572.701172
	Iteration 11Q: 3 clusters Score -27992.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27992.607422 Penalty: 572.701172
	Iteration 12Q: 3 clusters Score -27992.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27992.767578 Penalty: 572.701172
	Iteration 13Q: 3 clusters Score -27992.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27992.767578 Penalty: 572.701172
	Iteration 14F: 3 clusters Score -27992.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -5145.756836 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -5145.757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4937.512207 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -4937.512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5039.242676 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -5039.243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5051.666016 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -5051.666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5058.744141 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -5058.744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5060.047363 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -5060.047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5060.047363 Penalty: 442.242920
	Iteration 5F: 3 clusters Score -5060.047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158449 members 
Entering Unmasked Estep 
Score: -8532858.000000 Penalty: 544.780090
	Iteration 0F: 2 clusters Score -8532858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -8426092.000000 Penalty: 1089.560181
	Iteration 0F: 3 clusters Score -8426092 nChanged 77568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96106 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -8478475.000000 Penalty: 1089.560181
	Iteration 1F: 3 clusters Score -8478475 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104421 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -8486159.000000 Penalty: 1089.560181
	Iteration 2F: 3 clusters Score -8486159 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114204 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -8496197.000000 Penalty: 1089.560181
	Iteration 3F: 3 clusters Score -8496197 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123359 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -8506480.000000 Penalty: 1089.560181
	Iteration 4F: 3 clusters Score -8506480 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130203 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -8514617.000000 Penalty: 1089.560181
	Iteration 5F: 3 clusters Score -8514617 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134735 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -8519388.000000 Penalty: 1089.560181
	Iteration 6Q: 3 clusters Score -8519388 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138088 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -8522155.000000 Penalty: 1089.560181
	Iteration 7Q: 3 clusters Score -8522155 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141116 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -8524111.000000 Penalty: 1089.560181
	Iteration 8Q: 3 clusters Score -8524111 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143898 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -8525628.000000 Penalty: 1089.560181
	Iteration 9Q: 3 clusters Score -8525628 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146399 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -8526943.000000 Penalty: 1089.560181
	Iteration 10Q: 3 clusters Score -8526943 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148586 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -8528145.000000 Penalty: 1089.560181
	Iteration 11Q: 3 clusters Score -8528145 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150478 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -8529139.000000 Penalty: 1089.560181
	Iteration 12Q: 3 clusters Score -8529139 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152076 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -8529991.000000 Penalty: 1089.560181
	Iteration 13Q: 3 clusters Score -8529991 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153444 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -8530690.000000 Penalty: 1089.560181
	Iteration 14Q: 3 clusters Score -8530690 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154514 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -8531236.000000 Penalty: 1089.560181
	Iteration 15Q: 3 clusters Score -8531236 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155312 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8531627.000000 Penalty: 1089.560181
	Iteration 16Q: 3 clusters Score -8531627 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155895 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -8531905.000000 Penalty: 1089.560181
	Iteration 17Q: 3 clusters Score -8531905 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156349 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8532098.000000 Penalty: 1089.560181
	Iteration 18Q: 3 clusters Score -8532098 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156693 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -8532179.000000 Penalty: 1089.560181
	Iteration 19Q: 3 clusters Score -8532179 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156983 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8532302.000000 Penalty: 1089.560181
	Iteration 20F: 3 clusters Score -8532302 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157200 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8532398.000000 Penalty: 1089.560181
	Iteration 21Q: 3 clusters Score -8532398 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157351 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8532430.000000 Penalty: 1089.560181
	Iteration 22Q: 3 clusters Score -8532430 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157475 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8532468.000000 Penalty: 1089.560181
	Iteration 23Q: 3 clusters Score -8532468 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157577 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8532500.000000 Penalty: 1089.560181
	Iteration 24Q: 3 clusters Score -8532500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157656 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8532516.000000 Penalty: 1089.560181
	Iteration 25Q: 3 clusters Score -8532516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157705 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8532526.000000 Penalty: 1089.560181
	Iteration 26Q: 3 clusters Score -8532526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157751 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8532545.000000 Penalty: 1089.560181
	Iteration 27Q: 3 clusters Score -8532545 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157778 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8532546.000000 Penalty: 1089.560181
	Iteration 28Q: 3 clusters Score -8532546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157808 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8532538.000000 Penalty: 1089.560181
	Iteration 29Q: 3 clusters Score -8532538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157842 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8532540.000000 Penalty: 1089.560181
	Iteration 30Q: 3 clusters Score -8532540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157870 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8532538.000000 Penalty: 1089.560181
	Iteration 31Q: 3 clusters Score -8532538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157892 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8532527.000000 Penalty: 1089.560181
	Iteration 32Q: 3 clusters Score -8532527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157913 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8532538.000000 Penalty: 1089.560181
	Iteration 33Q: 3 clusters Score -8532538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157930 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8532541.000000 Penalty: 1089.560181
	Iteration 34Q: 3 clusters Score -8532541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157942 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8532541.000000 Penalty: 1089.560181
	Iteration 35Q: 3 clusters Score -8532541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157960 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8532559.000000 Penalty: 1089.560181
	Iteration 36Q: 3 clusters Score -8532559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157970 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8532553.000000 Penalty: 1089.560181
	Iteration 37Q: 3 clusters Score -8532553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157977 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8532550.000000 Penalty: 1089.560181
	Iteration 38Q: 3 clusters Score -8532550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157984 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8532553.000000 Penalty: 1089.560181
	Iteration 39Q: 3 clusters Score -8532553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157988 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8532553.000000 Penalty: 1089.560181
	Iteration 40F: 3 clusters Score -8532553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157991 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8532557.000000 Penalty: 1089.560181
	Iteration 41Q: 3 clusters Score -8532557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157992 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8532554.000000 Penalty: 1089.560181
	Iteration 42Q: 3 clusters Score -8532554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157992 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8532554.000000 Penalty: 1089.560181
	Iteration 43F: 3 clusters Score -8532554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -88021.000000 Penalty: 335.374146
	Iteration 0F: 2 clusters Score -88021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -86831.328125 Penalty: 670.748291
	Iteration 0F: 3 clusters Score -86831.33 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -87133.929688 Penalty: 670.748291
	Iteration 1F: 3 clusters Score -87133.93 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -87180.609375 Penalty: 670.748291
	Iteration 2F: 3 clusters Score -87180.61 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -87221.468750 Penalty: 670.748291
	Iteration 3Q: 3 clusters Score -87221.47 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -87264.367188 Penalty: 670.748291
	Iteration 4F: 3 clusters Score -87264.37 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -87309.234375 Penalty: 670.748291
	Iteration 5F: 3 clusters Score -87309.23 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -87338.742188 Penalty: 670.748291
	Iteration 6Q: 3 clusters Score -87338.74 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -87378.414062 Penalty: 670.748291
	Iteration 7Q: 3 clusters Score -87378.41 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -87418.820312 Penalty: 670.748291
	Iteration 8Q: 3 clusters Score -87418.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -87452.929688 Penalty: 670.748291
	Iteration 9Q: 3 clusters Score -87452.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -87471.000000 Penalty: 670.748291
	Iteration 10Q: 3 clusters Score -87471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -87479.406250 Penalty: 670.748291
	Iteration 11Q: 3 clusters Score -87479.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -87483.906250 Penalty: 670.748291
	Iteration 12Q: 3 clusters Score -87483.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -87489.835938 Penalty: 670.748291
	Iteration 13Q: 3 clusters Score -87489.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -87494.140625 Penalty: 670.748291
	Iteration 14Q: 3 clusters Score -87494.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -87497.460938 Penalty: 670.748291
	Iteration 15Q: 3 clusters Score -87497.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -87500.609375 Penalty: 670.748291
	Iteration 16Q: 3 clusters Score -87500.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -87503.273438 Penalty: 670.748291
	Iteration 17Q: 3 clusters Score -87503.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -87508.679688 Penalty: 670.748291
	Iteration 18Q: 3 clusters Score -87508.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -87514.812500 Penalty: 670.748291
	Iteration 19Q: 3 clusters Score -87514.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -87519.187500 Penalty: 670.748291
	Iteration 20F: 3 clusters Score -87519.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -87521.296875 Penalty: 670.748291
	Iteration 21Q: 3 clusters Score -87521.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -87522.109375 Penalty: 670.748291
	Iteration 22Q: 3 clusters Score -87522.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -87524.031250 Penalty: 670.748291
	Iteration 23Q: 3 clusters Score -87524.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -87526.718750 Penalty: 670.748291
	Iteration 24Q: 3 clusters Score -87526.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -87528.171875 Penalty: 670.748291
	Iteration 25Q: 3 clusters Score -87528.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -87528.484375 Penalty: 670.748291
	Iteration 26Q: 3 clusters Score -87528.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -87529.007812 Penalty: 670.748291
	Iteration 27Q: 3 clusters Score -87529.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -87529.320312 Penalty: 670.748291
	Iteration 28Q: 3 clusters Score -87529.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -87529.851562 Penalty: 670.748291
	Iteration 29Q: 3 clusters Score -87529.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -87529.851562 Penalty: 670.748291
	Iteration 30F: 3 clusters Score -87529.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Entering Unmasked Estep 
Score: -108312.687500 Penalty: 349.594849
	Iteration 0F: 2 clusters Score -108312.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -106739.492188 Penalty: 699.189697
	Iteration 0F: 3 clusters Score -106739.5 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -107294.773438 Penalty: 699.189697
	Iteration 1F: 3 clusters Score -107294.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -107461.453125 Penalty: 699.189697
	Iteration 2F: 3 clusters Score -107461.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -107635.710938 Penalty: 699.189697
	Iteration 3F: 3 clusters Score -107635.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -107815.187500 Penalty: 699.189697
	Iteration 4F: 3 clusters Score -107815.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -107968.898438 Penalty: 699.189697
	Iteration 5F: 3 clusters Score -107968.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -108066.710938 Penalty: 699.189697
	Iteration 6F: 3 clusters Score -108066.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -108119.226562 Penalty: 699.189697
	Iteration 7Q: 3 clusters Score -108119.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -108145.171875 Penalty: 699.189697
	Iteration 8Q: 3 clusters Score -108145.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -108159.859375 Penalty: 699.189697
	Iteration 9Q: 3 clusters Score -108159.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -108171.460938 Penalty: 699.189697
	Iteration 10Q: 3 clusters Score -108171.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -108176.992188 Penalty: 699.189697
	Iteration 11Q: 3 clusters Score -108177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -108178.687500 Penalty: 699.189697
	Iteration 12Q: 3 clusters Score -108178.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -108179.437500 Penalty: 699.189697
	Iteration 13Q: 3 clusters Score -108179.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -108180.656250 Penalty: 699.189697
	Iteration 14Q: 3 clusters Score -108180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -108181.414062 Penalty: 699.189697
	Iteration 15Q: 3 clusters Score -108181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -108182.000000 Penalty: 699.189697
	Iteration 16Q: 3 clusters Score -108182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -108183.179688 Penalty: 699.189697
	Iteration 17Q: 3 clusters Score -108183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -108183.203125 Penalty: 699.189697
	Iteration 18Q: 3 clusters Score -108183.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -108183.203125 Penalty: 699.189697
	Iteration 19F: 3 clusters Score -108183.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -20927.931641 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -20927.93 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 182 members 
Entering Unmasked Estep 
Score: -20530.283203 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -20530.28 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20704.148438 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -20704.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20787.892578 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -20787.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20859.667969 Penalty: 545.903259
	Iteration 3F: 3 clusters Score -20859.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20881.556641 Penalty: 545.903259
	Iteration 4Q: 3 clusters Score -20881.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20893.583984 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -20893.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20909.343750 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -20909.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20917.058594 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -20917.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20922.253906 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -20922.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20922.253906 Penalty: 545.903259
	Iteration 9F: 3 clusters Score -20922.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Entering Unmasked Estep 
Score: -404073.750000 Penalty: 407.119232
	Iteration 0F: 2 clusters Score -404073.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -398912.562500 Penalty: 814.238464
	Iteration 0F: 3 clusters Score -398912.6 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -400876.718750 Penalty: 814.238464
	Iteration 1F: 3 clusters Score -400876.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -401007.312500 Penalty: 814.238464
	Iteration 2Q: 3 clusters Score -401007.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -401168.406250 Penalty: 814.238464
	Iteration 3Q: 3 clusters Score -401168.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -401388.687500 Penalty: 814.238464
	Iteration 4F: 3 clusters Score -401388.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -401672.250000 Penalty: 814.238464
	Iteration 5F: 3 clusters Score -401672.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -402003.875000 Penalty: 814.238464
	Iteration 6F: 3 clusters Score -402003.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -402322.593750 Penalty: 814.238464
	Iteration 7F: 3 clusters Score -402322.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -402521.593750 Penalty: 814.238464
	Iteration 8Q: 3 clusters Score -402521.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -402620.468750 Penalty: 814.238464
	Iteration 9Q: 3 clusters Score -402620.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -402690.031250 Penalty: 814.238464
	Iteration 10Q: 3 clusters Score -402690 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -402746.531250 Penalty: 814.238464
	Iteration 11Q: 3 clusters Score -402746.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -402807.625000 Penalty: 814.238464
	Iteration 12Q: 3 clusters Score -402807.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -402863.406250 Penalty: 814.238464
	Iteration 13Q: 3 clusters Score -402863.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -402934.656250 Penalty: 814.238464
	Iteration 14Q: 3 clusters Score -402934.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -403018.406250 Penalty: 814.238464
	Iteration 15Q: 3 clusters Score -403018.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -403075.968750 Penalty: 814.238464
	Iteration 16Q: 3 clusters Score -403076 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -403143.031250 Penalty: 814.238464
	Iteration 17Q: 3 clusters Score -403143 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -403196.281250 Penalty: 814.238464
	Iteration 18Q: 3 clusters Score -403196.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -403247.406250 Penalty: 814.238464
	Iteration 19Q: 3 clusters Score -403247.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -403281.562500 Penalty: 814.238464
	Iteration 20F: 3 clusters Score -403281.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -403320.125000 Penalty: 814.238464
	Iteration 21Q: 3 clusters Score -403320.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -403368.343750 Penalty: 814.238464
	Iteration 22Q: 3 clusters Score -403368.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -403424.250000 Penalty: 814.238464
	Iteration 23Q: 3 clusters Score -403424.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -403463.250000 Penalty: 814.238464
	Iteration 24Q: 3 clusters Score -403463.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -403499.562500 Penalty: 814.238464
	Iteration 25Q: 3 clusters Score -403499.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -403526.781250 Penalty: 814.238464
	Iteration 26Q: 3 clusters Score -403526.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -403548.062500 Penalty: 814.238464
	Iteration 27Q: 3 clusters Score -403548.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -403570.750000 Penalty: 814.238464
	Iteration 28Q: 3 clusters Score -403570.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -403598.687500 Penalty: 814.238464
	Iteration 29Q: 3 clusters Score -403598.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -403613.156250 Penalty: 814.238464
	Iteration 30Q: 3 clusters Score -403613.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -403626.312500 Penalty: 814.238464
	Iteration 31Q: 3 clusters Score -403626.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -403635.218750 Penalty: 814.238464
	Iteration 32Q: 3 clusters Score -403635.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -403641.468750 Penalty: 814.238464
	Iteration 33Q: 3 clusters Score -403641.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -403651.312500 Penalty: 814.238464
	Iteration 34Q: 3 clusters Score -403651.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -403656.125000 Penalty: 814.238464
	Iteration 35Q: 3 clusters Score -403656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -403658.250000 Penalty: 814.238464
	Iteration 36Q: 3 clusters Score -403658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -403659.281250 Penalty: 814.238464
	Iteration 37Q: 3 clusters Score -403659.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -403661.937500 Penalty: 814.238464
	Iteration 38Q: 3 clusters Score -403661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -403664.875000 Penalty: 814.238464
	Iteration 39Q: 3 clusters Score -403664.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -403667.031250 Penalty: 814.238464
	Iteration 40F: 3 clusters Score -403667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -403667.718750 Penalty: 814.238464
	Iteration 41Q: 3 clusters Score -403667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -403669.156250 Penalty: 814.238464
	Iteration 42Q: 3 clusters Score -403669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -403669.062500 Penalty: 814.238464
	Iteration 43Q: 3 clusters Score -403669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -403671.156250 Penalty: 814.238464
	Iteration 44Q: 3 clusters Score -403671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -403675.437500 Penalty: 814.238464
	Iteration 45Q: 3 clusters Score -403675.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -403679.625000 Penalty: 814.238464
	Iteration 46Q: 3 clusters Score -403679.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -403680.781250 Penalty: 814.238464
	Iteration 47Q: 3 clusters Score -403680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -403682.156250 Penalty: 814.238464
	Iteration 48Q: 3 clusters Score -403682.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -403682.156250 Penalty: 814.238464
	Iteration 49F: 3 clusters Score -403682.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -126268.156250 Penalty: 352.731232
	Iteration 0F: 2 clusters Score -126268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -124626.023438 Penalty: 705.462463
	Iteration 0F: 3 clusters Score -124626 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -125171.476562 Penalty: 705.462463
	Iteration 1F: 3 clusters Score -125171.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -125280.882812 Penalty: 705.462463
	Iteration 2F: 3 clusters Score -125280.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -125371.093750 Penalty: 705.462463
	Iteration 3F: 3 clusters Score -125371.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -125445.875000 Penalty: 705.462463
	Iteration 4F: 3 clusters Score -125445.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -125513.539062 Penalty: 705.462463
	Iteration 5Q: 3 clusters Score -125513.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -125594.445312 Penalty: 705.462463
	Iteration 6Q: 3 clusters Score -125594.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -125669.578125 Penalty: 705.462463
	Iteration 7Q: 3 clusters Score -125669.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -125724.796875 Penalty: 705.462463
	Iteration 8Q: 3 clusters Score -125724.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -125764.218750 Penalty: 705.462463
	Iteration 9Q: 3 clusters Score -125764.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -125794.320312 Penalty: 705.462463
	Iteration 10Q: 3 clusters Score -125794.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -125808.648438 Penalty: 705.462463
	Iteration 11Q: 3 clusters Score -125808.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -125823.734375 Penalty: 705.462463
	Iteration 12Q: 3 clusters Score -125823.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -125834.671875 Penalty: 705.462463
	Iteration 13Q: 3 clusters Score -125834.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -125842.390625 Penalty: 705.462463
	Iteration 14Q: 3 clusters Score -125842.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -125850.523438 Penalty: 705.462463
	Iteration 15Q: 3 clusters Score -125850.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -125860.359375 Penalty: 705.462463
	Iteration 16Q: 3 clusters Score -125860.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -125878.132812 Penalty: 705.462463
	Iteration 17Q: 3 clusters Score -125878.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -125904.125000 Penalty: 705.462463
	Iteration 18Q: 3 clusters Score -125904.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -125921.281250 Penalty: 705.462463
	Iteration 19Q: 3 clusters Score -125921.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -125931.000000 Penalty: 705.462463
	Iteration 20F: 3 clusters Score -125931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -125935.953125 Penalty: 705.462463
	Iteration 21Q: 3 clusters Score -125936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -125939.171875 Penalty: 705.462463
	Iteration 22Q: 3 clusters Score -125939.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -125941.343750 Penalty: 705.462463
	Iteration 23Q: 3 clusters Score -125941.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -125944.234375 Penalty: 705.462463
	Iteration 24Q: 3 clusters Score -125944.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -125948.968750 Penalty: 705.462463
	Iteration 25Q: 3 clusters Score -125949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -125952.242188 Penalty: 705.462463
	Iteration 26Q: 3 clusters Score -125952.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -125954.375000 Penalty: 705.462463
	Iteration 27Q: 3 clusters Score -125954.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -125957.234375 Penalty: 705.462463
	Iteration 28Q: 3 clusters Score -125957.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -125959.593750 Penalty: 705.462463
	Iteration 29Q: 3 clusters Score -125959.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125960.695312 Penalty: 705.462463
	Iteration 30Q: 3 clusters Score -125960.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125961.312500 Penalty: 705.462463
	Iteration 31Q: 3 clusters Score -125961.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -125962.046875 Penalty: 705.462463
	Iteration 32Q: 3 clusters Score -125962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125963.210938 Penalty: 705.462463
	Iteration 33Q: 3 clusters Score -125963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -125964.734375 Penalty: 705.462463
	Iteration 34Q: 3 clusters Score -125964.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -125965.898438 Penalty: 705.462463
	Iteration 35Q: 3 clusters Score -125965.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -125968.570312 Penalty: 705.462463
	Iteration 36Q: 3 clusters Score -125968.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -125972.679688 Penalty: 705.462463
	Iteration 37Q: 3 clusters Score -125972.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -125973.539062 Penalty: 705.462463
	Iteration 38Q: 3 clusters Score -125973.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -125974.046875 Penalty: 705.462463
	Iteration 39Q: 3 clusters Score -125974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -125974.507812 Penalty: 705.462463
	Iteration 40F: 3 clusters Score -125974.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -125975.375000 Penalty: 705.462463
	Iteration 41Q: 3 clusters Score -125975.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -125976.242188 Penalty: 705.462463
	Iteration 42Q: 3 clusters Score -125976.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -125977.695312 Penalty: 705.462463
	Iteration 43Q: 3 clusters Score -125977.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -125978.406250 Penalty: 705.462463
	Iteration 44Q: 3 clusters Score -125978.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -125979.945312 Penalty: 705.462463
	Iteration 45Q: 3 clusters Score -125979.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125980.539062 Penalty: 705.462463
	Iteration 46Q: 3 clusters Score -125980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -125980.828125 Penalty: 705.462463
	Iteration 47Q: 3 clusters Score -125980.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -125982.703125 Penalty: 705.462463
	Iteration 48Q: 3 clusters Score -125982.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -125984.046875 Penalty: 705.462463
	Iteration 49Q: 3 clusters Score -125984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -125984.375000 Penalty: 705.462463
	Iteration 50Q: 3 clusters Score -125984.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -125984.710938 Penalty: 705.462463
	Iteration 51Q: 3 clusters Score -125984.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -125984.710938 Penalty: 705.462463
	Iteration 52F: 3 clusters Score -125984.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -22264.046875 Penalty: 275.583679
	Iteration 0F: 2 clusters Score -22264.05 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 218 members 
Entering Unmasked Estep 
Score: -21820.292969 Penalty: 551.167358
	Iteration 0F: 3 clusters Score -21820.29 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21931.332031 Penalty: 551.167358
	Iteration 1F: 3 clusters Score -21931.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21972.710938 Penalty: 551.167358
	Iteration 2F: 3 clusters Score -21972.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21984.222656 Penalty: 551.167358
	Iteration 3Q: 3 clusters Score -21984.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21988.654297 Penalty: 551.167358
	Iteration 4Q: 3 clusters Score -21988.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21990.742188 Penalty: 551.167358
	Iteration 5Q: 3 clusters Score -21990.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21992.505859 Penalty: 551.167358
	Iteration 6Q: 3 clusters Score -21992.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21994.347656 Penalty: 551.167358
	Iteration 7Q: 3 clusters Score -21994.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21994.660156 Penalty: 551.167358
	Iteration 8Q: 3 clusters Score -21994.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21994.660156 Penalty: 551.167358
	Iteration 9F: 3 clusters Score -21994.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Entering Unmasked Estep 
Score: -706861.500000 Penalty: 429.888367
	Iteration 0F: 2 clusters Score -706861.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -698408.625000 Penalty: 859.776733
	Iteration 0F: 3 clusters Score -698408.6 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -701990.062500 Penalty: 859.776733
	Iteration 1F: 3 clusters Score -701990.1 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -702422.187500 Penalty: 859.776733
	Iteration 2F: 3 clusters Score -702422.2 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -702998.937500 Penalty: 859.776733
	Iteration 3F: 3 clusters Score -702998.9 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -703727.250000 Penalty: 859.776733
	Iteration 4F: 3 clusters Score -703727.2 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -704341.062500 Penalty: 859.776733
	Iteration 5F: 3 clusters Score -704341.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -704710.000000 Penalty: 859.776733
	Iteration 6F: 3 clusters Score -704710 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -704888.312500 Penalty: 859.776733
	Iteration 7Q: 3 clusters Score -704888.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -704970.500000 Penalty: 859.776733
	Iteration 8Q: 3 clusters Score -704970.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -705013.687500 Penalty: 859.776733
	Iteration 9Q: 3 clusters Score -705013.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -705049.000000 Penalty: 859.776733
	Iteration 10Q: 3 clusters Score -705049 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -705080.687500 Penalty: 859.776733
	Iteration 11Q: 3 clusters Score -705080.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -705109.187500 Penalty: 859.776733
	Iteration 12Q: 3 clusters Score -705109.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -705142.937500 Penalty: 859.776733
	Iteration 13Q: 3 clusters Score -705142.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -705165.500000 Penalty: 859.776733
	Iteration 14Q: 3 clusters Score -705165.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -705187.437500 Penalty: 859.776733
	Iteration 15Q: 3 clusters Score -705187.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -705206.437500 Penalty: 859.776733
	Iteration 16Q: 3 clusters Score -705206.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -705234.750000 Penalty: 859.776733
	Iteration 17Q: 3 clusters Score -705234.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -705266.500000 Penalty: 859.776733
	Iteration 18Q: 3 clusters Score -705266.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -705301.937500 Penalty: 859.776733
	Iteration 19Q: 3 clusters Score -705301.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -705333.812500 Penalty: 859.776733
	Iteration 20F: 3 clusters Score -705333.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -705375.250000 Penalty: 859.776733
	Iteration 21Q: 3 clusters Score -705375.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -705425.000000 Penalty: 859.776733
	Iteration 22Q: 3 clusters Score -705425 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -705479.687500 Penalty: 859.776733
	Iteration 23Q: 3 clusters Score -705479.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -705532.312500 Penalty: 859.776733
	Iteration 24Q: 3 clusters Score -705532.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -705584.875000 Penalty: 859.776733
	Iteration 25Q: 3 clusters Score -705584.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -705633.125000 Penalty: 859.776733
	Iteration 26Q: 3 clusters Score -705633.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -705683.250000 Penalty: 859.776733
	Iteration 27Q: 3 clusters Score -705683.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -705722.562500 Penalty: 859.776733
	Iteration 28Q: 3 clusters Score -705722.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -705769.937500 Penalty: 859.776733
	Iteration 29Q: 3 clusters Score -705769.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -705815.187500 Penalty: 859.776733
	Iteration 30Q: 3 clusters Score -705815.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -705869.250000 Penalty: 859.776733
	Iteration 31Q: 3 clusters Score -705869.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -705939.312500 Penalty: 859.776733
	Iteration 32Q: 3 clusters Score -705939.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -706009.437500 Penalty: 859.776733
	Iteration 33Q: 3 clusters Score -706009.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -706079.250000 Penalty: 859.776733
	Iteration 34Q: 3 clusters Score -706079.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -706145.937500 Penalty: 859.776733
	Iteration 35Q: 3 clusters Score -706145.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -706210.500000 Penalty: 859.776733
	Iteration 36Q: 3 clusters Score -706210.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -706256.937500 Penalty: 859.776733
	Iteration 37Q: 3 clusters Score -706256.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -706298.500000 Penalty: 859.776733
	Iteration 38Q: 3 clusters Score -706298.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -706340.437500 Penalty: 859.776733
	Iteration 39Q: 3 clusters Score -706340.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -706377.875000 Penalty: 859.776733
	Iteration 40F: 3 clusters Score -706377.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -706401.500000 Penalty: 859.776733
	Iteration 41Q: 3 clusters Score -706401.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -706425.187500 Penalty: 859.776733
	Iteration 42Q: 3 clusters Score -706425.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -706451.125000 Penalty: 859.776733
	Iteration 43Q: 3 clusters Score -706451.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -706467.187500 Penalty: 859.776733
	Iteration 44Q: 3 clusters Score -706467.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -706471.250000 Penalty: 859.776733
	Iteration 45Q: 3 clusters Score -706471.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -706481.062500 Penalty: 859.776733
	Iteration 46Q: 3 clusters Score -706481.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -706486.312500 Penalty: 859.776733
	Iteration 47Q: 3 clusters Score -706486.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -706487.437500 Penalty: 859.776733
	Iteration 48Q: 3 clusters Score -706487.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -706490.437500 Penalty: 859.776733
	Iteration 49Q: 3 clusters Score -706490.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -706493.125000 Penalty: 859.776733
	Iteration 50Q: 3 clusters Score -706493.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -706497.812500 Penalty: 859.776733
	Iteration 51Q: 3 clusters Score -706497.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -706502.125000 Penalty: 859.776733
	Iteration 52Q: 3 clusters Score -706502.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -706504.750000 Penalty: 859.776733
	Iteration 53Q: 3 clusters Score -706504.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -706506.375000 Penalty: 859.776733
	Iteration 54Q: 3 clusters Score -706506.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -706507.562500 Penalty: 859.776733
	Iteration 55Q: 3 clusters Score -706507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -706508.812500 Penalty: 859.776733
	Iteration 56Q: 3 clusters Score -706508.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -706513.312500 Penalty: 859.776733
	Iteration 57Q: 3 clusters Score -706513.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -706514.687500 Penalty: 859.776733
	Iteration 58Q: 3 clusters Score -706514.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -706516.312500 Penalty: 859.776733
	Iteration 59Q: 3 clusters Score -706516.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -706519.687500 Penalty: 859.776733
	Iteration 60F: 3 clusters Score -706519.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -706523.562500 Penalty: 859.776733
	Iteration 61Q: 3 clusters Score -706523.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -706526.000000 Penalty: 859.776733
	Iteration 62Q: 3 clusters Score -706526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -706527.812500 Penalty: 859.776733
	Iteration 63Q: 3 clusters Score -706527.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -706529.812500 Penalty: 859.776733
	Iteration 64Q: 3 clusters Score -706529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -706531.000000 Penalty: 859.776733
	Iteration 65Q: 3 clusters Score -706531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -706530.812500 Penalty: 859.776733
	Iteration 66Q: 3 clusters Score -706530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -706531.125000 Penalty: 859.776733
	Iteration 67Q: 3 clusters Score -706531.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -706531.187500 Penalty: 859.776733
	Iteration 68Q: 3 clusters Score -706531.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -706532.500000 Penalty: 859.776733
	Iteration 69Q: 3 clusters Score -706532.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -706532.625000 Penalty: 859.776733
	Iteration 70Q: 3 clusters Score -706532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -706533.750000 Penalty: 859.776733
	Iteration 71Q: 3 clusters Score -706533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -706534.250000 Penalty: 859.776733
	Iteration 72Q: 3 clusters Score -706534.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -706534.500000 Penalty: 859.776733
	Iteration 73Q: 3 clusters Score -706534.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -706535.000000 Penalty: 859.776733
	Iteration 74Q: 3 clusters Score -706535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -706535.000000 Penalty: 859.776733
	Iteration 75F: 3 clusters Score -706535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -7644.191895 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -7644.192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7374.793945 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -7374.794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7517.520996 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -7517.521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7555.279297 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -7555.279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7572.266113 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -7572.266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7582.555664 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -7582.556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7587.833984 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -7587.834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7591.151855 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -7591.152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7593.679688 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -7593.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7595.842285 Penalty: 491.643646
	Iteration 8Q: 3 clusters Score -7595.842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7595.842285 Penalty: 491.643646
	Iteration 9F: 3 clusters Score -7595.842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -47259.496094 Penalty: 316.868164
	Iteration 0F: 2 clusters Score -47259.5 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 516 members 
Entering Unmasked Estep 
Score: -46416.039062 Penalty: 633.736328
	Iteration 0F: 3 clusters Score -46416.04 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -46714.882812 Penalty: 633.736328
	Iteration 1F: 3 clusters Score -46714.88 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -46796.628906 Penalty: 633.736328
	Iteration 2F: 3 clusters Score -46796.63 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -46894.023438 Penalty: 633.736328
	Iteration 3F: 3 clusters Score -46894.02 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47069.265625 Penalty: 633.736328
	Iteration 4F: 3 clusters Score -47069.27 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -47213.519531 Penalty: 633.736328
	Iteration 5F: 3 clusters Score -47213.52 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -47334.816406 Penalty: 633.736328
	Iteration 6F: 3 clusters Score -47334.82 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47409.464844 Penalty: 633.736328
	Iteration 7Q: 3 clusters Score -47409.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -47457.578125 Penalty: 633.736328
	Iteration 8Q: 3 clusters Score -47457.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -47479.496094 Penalty: 633.736328
	Iteration 9Q: 3 clusters Score -47479.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -47492.035156 Penalty: 633.736328
	Iteration 10Q: 3 clusters Score -47492.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47507.125000 Penalty: 633.736328
	Iteration 11Q: 3 clusters Score -47507.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47516.640625 Penalty: 633.736328
	Iteration 12Q: 3 clusters Score -47516.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47518.667969 Penalty: 633.736328
	Iteration 13Q: 3 clusters Score -47518.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47520.101562 Penalty: 633.736328
	Iteration 14Q: 3 clusters Score -47520.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47520.554688 Penalty: 633.736328
	Iteration 15Q: 3 clusters Score -47520.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47520.933594 Penalty: 633.736328
	Iteration 16Q: 3 clusters Score -47520.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47521.789062 Penalty: 633.736328
	Iteration 17Q: 3 clusters Score -47521.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47522.113281 Penalty: 633.736328
	Iteration 18Q: 3 clusters Score -47522.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47522.250000 Penalty: 633.736328
	Iteration 19Q: 3 clusters Score -47522.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47522.250000 Penalty: 633.736328
	Iteration 20F: 3 clusters Score -47522.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 35957 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2266 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158449 members 
Mstep: Class 15 contains 1589 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7690 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12684 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 761 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 282156 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7728 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 297 members 
Entering Unmasked Estep 
Score: -27469356.000000 Penalty: 21005.037109
Splitting cluster 23 changes total score from -27469320.000000 to -27469356.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 24 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -7735.425781 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -7735.426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7453.206543 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -7453.207 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7505.672363 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -7505.672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7525.746582 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -7525.747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7537.869141 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -7537.869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7542.912109 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -7542.912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7547.849609 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -7547.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7548.708984 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -7548.709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7549.125000 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -7549.125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7549.125000 Penalty: 470.514038
	Iteration 8F: 3 clusters Score -7549.125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -43675.941406 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -43675.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -42970.222656 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -42970.22 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -43236.644531 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -43236.64 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -43306.175781 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -43306.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43364.515625 Penalty: 612.739563
	Iteration 3F: 3 clusters Score -43364.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43399.597656 Penalty: 612.739563
	Iteration 4F: 3 clusters Score -43399.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -43414.558594 Penalty: 612.739563
	Iteration 5Q: 3 clusters Score -43414.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -43428.750000 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -43428.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43438.933594 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -43438.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43448.687500 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -43448.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43458.800781 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -43458.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43468.019531 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -43468.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43474.269531 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -43474.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43482.816406 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -43482.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43490.894531 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -43490.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43493.910156 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -43493.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43494.484375 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -43494.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43494.648438 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -43494.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43495.027344 Penalty: 612.739563
	Iteration 17Q: 3 clusters Score -43495.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43495.027344 Penalty: 612.739563
	Iteration 18F: 3 clusters Score -43495.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -23253.634766 Penalty: 285.071198
	Iteration 0F: 2 clusters Score -23253.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -22727.687500 Penalty: 570.142395
	Iteration 0F: 3 clusters Score -22727.69 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22872.132812 Penalty: 570.142395
	Iteration 1F: 3 clusters Score -22872.13 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22945.416016 Penalty: 570.142395
	Iteration 2F: 3 clusters Score -22945.42 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23032.207031 Penalty: 570.142395
	Iteration 3F: 3 clusters Score -23032.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23132.662109 Penalty: 570.142395
	Iteration 4F: 3 clusters Score -23132.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23194.207031 Penalty: 570.142395
	Iteration 5F: 3 clusters Score -23194.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23228.826172 Penalty: 570.142395
	Iteration 6Q: 3 clusters Score -23228.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23250.740234 Penalty: 570.142395
	Iteration 7Q: 3 clusters Score -23250.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23255.746094 Penalty: 570.142395
	Iteration 8Q: 3 clusters Score -23255.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23256.519531 Penalty: 570.142395
	Iteration 9Q: 3 clusters Score -23256.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23256.519531 Penalty: 570.142395
	Iteration 10F: 3 clusters Score -23256.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 35957 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2266 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158449 members 
Mstep: Class 15 contains 1589 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7690 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12684 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 761 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 282 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 282156 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7728 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 297 members 
Mstep: Class 36 contains 244 members 
Entering Unmasked Estep 
Score: -27469058.000000 Penalty: 21605.181641
Splitting cluster 26 changes total score from -27469320.000000 to -27469058.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -125504.882812 Penalty: 353.449005
	Iteration 0F: 2 clusters Score -125504.9 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 1217 members 
Entering Unmasked Estep 
Score: -123854.656250 Penalty: 706.898010
	Iteration 0F: 3 clusters Score -123854.7 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -124441.898438 Penalty: 706.898010
	Iteration 1F: 3 clusters Score -124441.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -124555.671875 Penalty: 706.898010
	Iteration 2F: 3 clusters Score -124555.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -124659.851562 Penalty: 706.898010
	Iteration 3F: 3 clusters Score -124659.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -124751.093750 Penalty: 706.898010
	Iteration 4F: 3 clusters Score -124751.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -124823.976562 Penalty: 706.898010
	Iteration 5Q: 3 clusters Score -124824 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -124886.867188 Penalty: 706.898010
	Iteration 6Q: 3 clusters Score -124886.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -124937.351562 Penalty: 706.898010
	Iteration 7Q: 3 clusters Score -124937.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -125000.179688 Penalty: 706.898010
	Iteration 8Q: 3 clusters Score -125000.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -125100.734375 Penalty: 706.898010
	Iteration 9Q: 3 clusters Score -125100.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -125197.742188 Penalty: 706.898010
	Iteration 10Q: 3 clusters Score -125197.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -125259.296875 Penalty: 706.898010
	Iteration 11Q: 3 clusters Score -125259.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -125297.609375 Penalty: 706.898010
	Iteration 12Q: 3 clusters Score -125297.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -125326.968750 Penalty: 706.898010
	Iteration 13Q: 3 clusters Score -125327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -125355.406250 Penalty: 706.898010
	Iteration 14Q: 3 clusters Score -125355.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -125379.242188 Penalty: 706.898010
	Iteration 15Q: 3 clusters Score -125379.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -125397.968750 Penalty: 706.898010
	Iteration 16Q: 3 clusters Score -125398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -125408.125000 Penalty: 706.898010
	Iteration 17Q: 3 clusters Score -125408.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -125419.195312 Penalty: 706.898010
	Iteration 18Q: 3 clusters Score -125419.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -125425.078125 Penalty: 706.898010
	Iteration 19Q: 3 clusters Score -125425.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -125430.101562 Penalty: 706.898010
	Iteration 20F: 3 clusters Score -125430.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -125433.367188 Penalty: 706.898010
	Iteration 21Q: 3 clusters Score -125433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -125434.671875 Penalty: 706.898010
	Iteration 22Q: 3 clusters Score -125434.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -125437.421875 Penalty: 706.898010
	Iteration 23Q: 3 clusters Score -125437.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -125438.609375 Penalty: 706.898010
	Iteration 24Q: 3 clusters Score -125438.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -125439.070312 Penalty: 706.898010
	Iteration 25Q: 3 clusters Score -125439.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -125439.070312 Penalty: 706.898010
	Iteration 26F: 3 clusters Score -125439.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (282156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282156 members 
Entering Unmasked Estep 
Score: -14964381.000000 Penalty: 571.034790
	Iteration 0F: 2 clusters Score -1.496438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141309 members 
Mstep: Class 2 contains 140847 members 
Entering Unmasked Estep 
Score: -14777697.000000 Penalty: 1142.069580
	Iteration 0F: 3 clusters Score -1.47777e+07 nChanged 139244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157357 members 
Mstep: Class 2 contains 124799 members 
Entering Unmasked Estep 
Score: -14863316.000000 Penalty: 1142.069580
	Iteration 1F: 3 clusters Score -1.486332e+07 nChanged 12883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166030 members 
Mstep: Class 2 contains 116126 members 
Entering Unmasked Estep 
Score: -14868903.000000 Penalty: 1142.069580
	Iteration 2Q: 3 clusters Score -1.48689e+07 nChanged 15728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177956 members 
Mstep: Class 2 contains 104200 members 
Entering Unmasked Estep 
Score: -14878787.000000 Penalty: 1142.069580
	Iteration 3F: 3 clusters Score -1.487879e+07 nChanged 18426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192310 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -14892968.000000 Penalty: 1142.069580
	Iteration 4F: 3 clusters Score -1.489297e+07 nChanged 18609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205777 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -14909668.000000 Penalty: 1142.069580
	Iteration 5F: 3 clusters Score -1.490967e+07 nChanged 16018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215377 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -14922977.000000 Penalty: 1142.069580
	Iteration 6F: 3 clusters Score -1.492298e+07 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221035 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -14928980.000000 Penalty: 1142.069580
	Iteration 7Q: 3 clusters Score -1.492898e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225562 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -14931359.000000 Penalty: 1142.069580
	Iteration 8Q: 3 clusters Score -1.493136e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229683 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -14932880.000000 Penalty: 1142.069580
	Iteration 9Q: 3 clusters Score -1.493288e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233709 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -14934451.000000 Penalty: 1142.069580
	Iteration 10Q: 3 clusters Score -1.493445e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237680 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -14936010.000000 Penalty: 1142.069580
	Iteration 11Q: 3 clusters Score -1.493601e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241699 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -14937573.000000 Penalty: 1142.069580
	Iteration 12Q: 3 clusters Score -1.493757e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245679 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -14939506.000000 Penalty: 1142.069580
	Iteration 13Q: 3 clusters Score -1.493951e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249587 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -14941528.000000 Penalty: 1142.069580
	Iteration 14Q: 3 clusters Score -1.494153e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253500 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -14943634.000000 Penalty: 1142.069580
	Iteration 15Q: 3 clusters Score -1.494363e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257366 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -14945774.000000 Penalty: 1142.069580
	Iteration 16Q: 3 clusters Score -1.494577e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261003 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -14947972.000000 Penalty: 1142.069580
	Iteration 17Q: 3 clusters Score -1.494797e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264339 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -14950072.000000 Penalty: 1142.069580
	Iteration 18Q: 3 clusters Score -1.495007e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267343 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -14952723.000000 Penalty: 1142.069580
	Iteration 19Q: 3 clusters Score -1.495272e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270070 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -14955248.000000 Penalty: 1142.069580
	Iteration 20F: 3 clusters Score -1.495525e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272540 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -14957237.000000 Penalty: 1142.069580
	Iteration 21Q: 3 clusters Score -1.495724e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274721 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -14958804.000000 Penalty: 1142.069580
	Iteration 22Q: 3 clusters Score -1.49588e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276626 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -14960199.000000 Penalty: 1142.069580
	Iteration 23Q: 3 clusters Score -1.49602e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278236 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -14961300.000000 Penalty: 1142.069580
	Iteration 24Q: 3 clusters Score -1.49613e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279590 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -14962193.000000 Penalty: 1142.069580
	Iteration 25Q: 3 clusters Score -1.496219e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280636 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -14962875.000000 Penalty: 1142.069580
	Iteration 26Q: 3 clusters Score -1.496288e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281294 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -14963286.000000 Penalty: 1142.069580
	Iteration 27Q: 3 clusters Score -1.496329e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281693 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -14963537.000000 Penalty: 1142.069580
	Iteration 28Q: 3 clusters Score -1.496354e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281884 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -14963709.000000 Penalty: 1142.069580
	Iteration 29Q: 3 clusters Score -1.496371e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281970 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14963797.000000 Penalty: 1142.069580
	Iteration 30Q: 3 clusters Score -1.49638e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282005 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14963837.000000 Penalty: 1142.069580
	Iteration 31Q: 3 clusters Score -1.496384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282026 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14963850.000000 Penalty: 1142.069580
	Iteration 32Q: 3 clusters Score -1.496385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282039 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14963844.000000 Penalty: 1142.069580
	Iteration 33Q: 3 clusters Score -1.496384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282043 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14963851.000000 Penalty: 1142.069580
	Iteration 34Q: 3 clusters Score -1.496385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282044 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14963852.000000 Penalty: 1142.069580
	Iteration 35Q: 3 clusters Score -1.496385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282046 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14963857.000000 Penalty: 1142.069580
	Iteration 36Q: 3 clusters Score -1.496386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282049 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14963860.000000 Penalty: 1142.069580
	Iteration 37Q: 3 clusters Score -1.496386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282050 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14963853.000000 Penalty: 1142.069580
	Iteration 38Q: 3 clusters Score -1.496385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282052 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14963859.000000 Penalty: 1142.069580
	Iteration 39Q: 3 clusters Score -1.496386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282055 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14963858.000000 Penalty: 1142.069580
	Iteration 40F: 3 clusters Score -1.496386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282057 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14963869.000000 Penalty: 1142.069580
	Iteration 41Q: 3 clusters Score -1.496387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282057 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14963864.000000 Penalty: 1142.069580
	Iteration 42Q: 3 clusters Score -1.496386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282058 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14963865.000000 Penalty: 1142.069580
	Iteration 43Q: 3 clusters Score -1.496386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282059 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14963871.000000 Penalty: 1142.069580
	Iteration 44Q: 3 clusters Score -1.496387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282061 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14963872.000000 Penalty: 1142.069580
	Iteration 45Q: 3 clusters Score -1.496387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282063 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14963874.000000 Penalty: 1142.069580
	Iteration 46Q: 3 clusters Score -1.496387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282064 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14963876.000000 Penalty: 1142.069580
	Iteration 47Q: 3 clusters Score -1.496388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282064 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14963876.000000 Penalty: 1142.069580
	Iteration 48F: 3 clusters Score -1.496388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -15669.908203 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -15669.91 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 175 members 
Entering Unmasked Estep 
Score: -15295.560547 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -15295.56 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15415.847656 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -15415.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15462.640625 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -15462.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15499.094727 Penalty: 535.128540
	Iteration 3F: 3 clusters Score -15499.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15525.317383 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -15525.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15533.774414 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -15533.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15537.879883 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -15537.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15543.774414 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -15543.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15553.217773 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -15553.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15556.361328 Penalty: 535.128540
	Iteration 9Q: 3 clusters Score -15556.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15556.361328 Penalty: 535.128540
	Iteration 10F: 3 clusters Score -15556.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -47369.117188 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -47369.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -46538.171875 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -46538.17 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -46946.871094 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -46946.87 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -47110.941406 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -47110.94 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -47178.804688 Penalty: 633.650269
	Iteration 3F: 3 clusters Score -47178.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -47212.683594 Penalty: 633.650269
	Iteration 4Q: 3 clusters Score -47212.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -47232.320312 Penalty: 633.650269
	Iteration 5Q: 3 clusters Score -47232.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -47250.500000 Penalty: 633.650269
	Iteration 6Q: 3 clusters Score -47250.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -47264.781250 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -47264.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -47270.003906 Penalty: 633.650269
	Iteration 8Q: 3 clusters Score -47270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -47272.019531 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -47272.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -47274.664062 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -47274.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -47275.207031 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -47275.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -47275.207031 Penalty: 633.650269
	Iteration 12F: 3 clusters Score -47275.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -12482.722656 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -12482.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12180.278320 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -12180.28 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12290.911133 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -12290.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12328.750000 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -12328.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12332.876953 Penalty: 505.319305
	Iteration 3Q: 3 clusters Score -12332.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12335.744141 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -12335.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12336.424805 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -12336.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12337.819336 Penalty: 505.319305
	Iteration 6Q: 3 clusters Score -12337.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12338.874023 Penalty: 505.319305
	Iteration 7Q: 3 clusters Score -12338.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12342.157227 Penalty: 505.319305
	Iteration 8Q: 3 clusters Score -12342.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12343.047852 Penalty: 505.319305
	Iteration 9Q: 3 clusters Score -12343.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12344.675781 Penalty: 505.319305
	Iteration 10Q: 3 clusters Score -12344.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12344.675781 Penalty: 505.319305
	Iteration 11F: 3 clusters Score -12344.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Entering Unmasked Estep 
Score: -385712.375000 Penalty: 407.343536
	Iteration 0F: 2 clusters Score -385712.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -380481.593750 Penalty: 814.687073
	Iteration 0F: 3 clusters Score -380481.6 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -382497.875000 Penalty: 814.687073
	Iteration 1F: 3 clusters Score -382497.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -382695.843750 Penalty: 814.687073
	Iteration 2F: 3 clusters Score -382695.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -382945.593750 Penalty: 814.687073
	Iteration 3F: 3 clusters Score -382945.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -383264.500000 Penalty: 814.687073
	Iteration 4F: 3 clusters Score -383264.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -383694.062500 Penalty: 814.687073
	Iteration 5F: 3 clusters Score -383694.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -384255.406250 Penalty: 814.687073
	Iteration 6F: 3 clusters Score -384255.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -384806.718750 Penalty: 814.687073
	Iteration 7F: 3 clusters Score -384806.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -385122.656250 Penalty: 814.687073
	Iteration 8Q: 3 clusters Score -385122.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -385279.562500 Penalty: 814.687073
	Iteration 9Q: 3 clusters Score -385279.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -385362.156250 Penalty: 814.687073
	Iteration 10Q: 3 clusters Score -385362.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -385415.000000 Penalty: 814.687073
	Iteration 11Q: 3 clusters Score -385415 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -385452.000000 Penalty: 814.687073
	Iteration 12Q: 3 clusters Score -385452 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -385481.156250 Penalty: 814.687073
	Iteration 13Q: 3 clusters Score -385481.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -385494.281250 Penalty: 814.687073
	Iteration 14Q: 3 clusters Score -385494.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -385501.500000 Penalty: 814.687073
	Iteration 15Q: 3 clusters Score -385501.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -385503.187500 Penalty: 814.687073
	Iteration 16Q: 3 clusters Score -385503.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -385506.656250 Penalty: 814.687073
	Iteration 17Q: 3 clusters Score -385506.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -385509.218750 Penalty: 814.687073
	Iteration 18Q: 3 clusters Score -385509.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -385510.531250 Penalty: 814.687073
	Iteration 19Q: 3 clusters Score -385510.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -385511.218750 Penalty: 814.687073
	Iteration 20F: 3 clusters Score -385511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -385510.593750 Penalty: 814.687073
	Iteration 21Q: 3 clusters Score -385510.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -385511.937500 Penalty: 814.687073
	Iteration 22Q: 3 clusters Score -385511.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -385512.156250 Penalty: 814.687073
	Iteration 23Q: 3 clusters Score -385512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -385512.125000 Penalty: 814.687073
	Iteration 24Q: 3 clusters Score -385512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -385512.000000 Penalty: 814.687073
	Iteration 25Q: 3 clusters Score -385512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -385512.125000 Penalty: 814.687073
	Iteration 26Q: 3 clusters Score -385512.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -385512.125000 Penalty: 814.687073
	Iteration 27Q: 3 clusters Score -385512.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -385512.093750 Penalty: 814.687073
	Iteration 28Q: 3 clusters Score -385512.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -385512.093750 Penalty: 814.687073
	Iteration 29F: 3 clusters Score -385512.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -52505.054688 Penalty: 313.891510
	Iteration 0F: 2 clusters Score -52505.05 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 473 members 
Entering Unmasked Estep 
Score: -51723.144531 Penalty: 627.783020
	Iteration 0F: 3 clusters Score -51723.14 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -51937.871094 Penalty: 627.783020
	Iteration 1F: 3 clusters Score -51937.87 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -51992.597656 Penalty: 627.783020
	Iteration 2F: 3 clusters Score -51992.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -52039.246094 Penalty: 627.783020
	Iteration 3F: 3 clusters Score -52039.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -52079.859375 Penalty: 627.783020
	Iteration 4Q: 3 clusters Score -52079.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -52121.785156 Penalty: 627.783020
	Iteration 5Q: 3 clusters Score -52121.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52143.761719 Penalty: 627.783020
	Iteration 6Q: 3 clusters Score -52143.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -52165.691406 Penalty: 627.783020
	Iteration 7Q: 3 clusters Score -52165.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -52178.335938 Penalty: 627.783020
	Iteration 8Q: 3 clusters Score -52178.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52197.457031 Penalty: 627.783020
	Iteration 9Q: 3 clusters Score -52197.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52220.593750 Penalty: 627.783020
	Iteration 10Q: 3 clusters Score -52220.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52248.253906 Penalty: 627.783020
	Iteration 11Q: 3 clusters Score -52248.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52260.324219 Penalty: 627.783020
	Iteration 12Q: 3 clusters Score -52260.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52287.046875 Penalty: 627.783020
	Iteration 13Q: 3 clusters Score -52287.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52312.632812 Penalty: 627.783020
	Iteration 14Q: 3 clusters Score -52312.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52323.410156 Penalty: 627.783020
	Iteration 15Q: 3 clusters Score -52323.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52331.980469 Penalty: 627.783020
	Iteration 16Q: 3 clusters Score -52331.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52335.691406 Penalty: 627.783020
	Iteration 17Q: 3 clusters Score -52335.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52336.367188 Penalty: 627.783020
	Iteration 18Q: 3 clusters Score -52336.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52336.367188 Penalty: 627.783020
	Iteration 19F: 3 clusters Score -52336.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -6827.642090 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -6827.642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6607.592285 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -6607.592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6722.834473 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -6722.834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6757.096191 Penalty: 465.737427
	Iteration 2Q: 3 clusters Score -6757.096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6779.110840 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -6779.111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6813.827148 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -6813.827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6820.157227 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -6820.157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6820.157227 Penalty: 465.737427
	Iteration 6F: 3 clusters Score -6820.157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 35957 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2266 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158449 members 
Mstep: Class 15 contains 1589 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7690 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12684 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 761 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 282156 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1057 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7728 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469382.000000 Penalty: 21005.037109
Iteration 199Q: 36 clusters Score -2.746938e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1623 members 
Mstep: Class 4 contains 36003 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158453 members 
Mstep: Class 15 contains 1581 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 2326 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12684 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 774 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 282119 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1048 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7734 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469400.000000 Penalty: 21005.037109
Iteration 200F: 36 clusters Score -2.74694e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 36039 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 541 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158467 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7673 members 
Mstep: Class 19 contains 2326 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12683 members 
Mstep: Class 22 contains 217 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 841 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282080 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1042 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7740 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469442.000000 Penalty: 21005.037109
Iteration 201Q: 36 clusters Score -2.746944e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 36075 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158472 members 
Mstep: Class 15 contains 1571 members 
Mstep: Class 16 contains 2159 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 7671 members 
Mstep: Class 19 contains 2324 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12678 members 
Mstep: Class 22 contains 213 members 
Mstep: Class 23 contains 777 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282059 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1046 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7742 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469478.000000 Penalty: 21005.037109
Iteration 202Q: 36 clusters Score -2.746948e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1619 members 
Mstep: Class 4 contains 36102 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2270 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 539 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158470 members 
Mstep: Class 15 contains 1566 members 
Mstep: Class 16 contains 2156 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7667 members 
Mstep: Class 19 contains 2323 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12678 members 
Mstep: Class 22 contains 212 members 
Mstep: Class 23 contains 774 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 282051 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7744 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469490.000000 Penalty: 21005.037109
Iteration 203Q: 36 clusters Score -2.746949e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1619 members 
Mstep: Class 4 contains 36122 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2270 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158469 members 
Mstep: Class 15 contains 1561 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 2323 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12674 members 
Mstep: Class 22 contains 211 members 
Mstep: Class 23 contains 774 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2365 members 
Mstep: Class 28 contains 282046 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7746 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469516.000000 Penalty: 21005.037109
Iteration 204Q: 36 clusters Score -2.746952e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1619 members 
Mstep: Class 4 contains 36147 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2270 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158466 members 
Mstep: Class 15 contains 1555 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 2323 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12679 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 772 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 282035 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1053 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7746 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469510.000000 Penalty: 21005.037109
Iteration 205Q: 36 clusters Score -2.746951e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 36167 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2270 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1279 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158462 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 16 contains 2144 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7656 members 
Mstep: Class 19 contains 2325 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12684 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 770 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 282022 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7746 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469496.000000 Penalty: 21005.037109
Iteration 206Q: 36 clusters Score -2.74695e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 36186 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2268 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1280 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158453 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7653 members 
Mstep: Class 19 contains 2324 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12687 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 282020 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7745 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469524.000000 Penalty: 21005.037109
Iteration 207Q: 36 clusters Score -2.746952e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 36206 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158449 members 
Mstep: Class 15 contains 1542 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7653 members 
Mstep: Class 19 contains 2320 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12689 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282015 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7746 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469524.000000 Penalty: 21005.037109
Iteration 208Q: 36 clusters Score -2.746952e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1624 members 
Mstep: Class 4 contains 36230 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2268 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158442 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7655 members 
Mstep: Class 19 contains 2316 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12691 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282011 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7746 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469554.000000 Penalty: 21005.037109
Iteration 209Q: 36 clusters Score -2.746955e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 36251 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2270 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1277 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158436 members 
Mstep: Class 15 contains 1517 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 2315 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12691 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 282011 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7745 members 
Mstep: Class 33 contains 990 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469538.000000 Penalty: 21005.037109
Iteration 210Q: 36 clusters Score -2.746954e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 36274 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2270 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1275 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158431 members 
Mstep: Class 15 contains 1510 members 
Mstep: Class 16 contains 2134 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7644 members 
Mstep: Class 19 contains 2314 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12691 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 282013 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7746 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469554.000000 Penalty: 21005.037109
Iteration 211Q: 36 clusters Score -2.746955e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 36297 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1273 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158430 members 
Mstep: Class 15 contains 1502 members 
Mstep: Class 16 contains 2133 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7635 members 
Mstep: Class 19 contains 2315 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12694 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 282002 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7748 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469566.000000 Penalty: 21005.037109
Iteration 212Q: 36 clusters Score -2.746957e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 36324 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158417 members 
Mstep: Class 15 contains 1492 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7629 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12700 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 281999 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7751 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469588.000000 Penalty: 21005.037109
Iteration 213Q: 36 clusters Score -2.746959e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 36346 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158399 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 2128 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7623 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12701 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282009 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7750 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469616.000000 Penalty: 21005.037109
Iteration 214Q: 36 clusters Score -2.746962e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 36368 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158393 members 
Mstep: Class 15 contains 1474 members 
Mstep: Class 16 contains 2120 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7620 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12699 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282015 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7751 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469624.000000 Penalty: 21005.037109
Iteration 215Q: 36 clusters Score -2.746962e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 36385 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158386 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12698 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282023 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7751 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469594.000000 Penalty: 21005.037109
Iteration 216Q: 36 clusters Score -2.746959e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 36403 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158384 members 
Mstep: Class 15 contains 1453 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7618 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12698 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282022 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7751 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469616.000000 Penalty: 21005.037109
Iteration 217Q: 36 clusters Score -2.746962e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 36419 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158381 members 
Mstep: Class 15 contains 1447 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7613 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12697 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282024 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7750 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469628.000000 Penalty: 21005.037109
Iteration 218Q: 36 clusters Score -2.746963e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 36427 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158380 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7612 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12697 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282026 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7751 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469640.000000 Penalty: 21005.037109
Iteration 219Q: 36 clusters Score -2.746964e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 36436 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158379 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7611 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12699 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282022 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7751 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469644.000000 Penalty: 21005.037109
Iteration 220F: 36 clusters Score -2.746964e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36448 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158374 members 
Mstep: Class 15 contains 1436 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7611 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12702 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282019 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7751 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469662.000000 Penalty: 21005.037109
Iteration 221Q: 36 clusters Score -2.746966e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36454 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158370 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2098 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7610 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12703 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282020 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7751 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469656.000000 Penalty: 21005.037109
Iteration 222Q: 36 clusters Score -2.746966e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36460 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158368 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7607 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12705 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282020 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7752 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469662.000000 Penalty: 21005.037109
Iteration 223Q: 36 clusters Score -2.746966e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36461 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158363 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2092 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7605 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282022 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7756 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469666.000000 Penalty: 21005.037109
Iteration 224Q: 36 clusters Score -2.746967e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36464 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158344 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7602 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282039 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7759 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469670.000000 Penalty: 21005.037109
Iteration 225Q: 36 clusters Score -2.746967e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36465 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158331 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7600 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12709 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282049 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7762 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469642.000000 Penalty: 21005.037109
Iteration 226Q: 36 clusters Score -2.746964e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36461 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158315 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7600 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12711 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282064 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469622.000000 Penalty: 21005.037109
Iteration 227Q: 36 clusters Score -2.746962e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36462 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158310 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7599 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12710 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282066 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7765 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469632.000000 Penalty: 21005.037109
Iteration 228Q: 36 clusters Score -2.746963e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36466 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158294 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7598 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 282080 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469618.000000 Penalty: 21005.037109
Iteration 229Q: 36 clusters Score -2.746962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36467 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158290 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7598 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12705 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2361 members 
Mstep: Class 28 contains 282083 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469624.000000 Penalty: 21005.037109
Iteration 230Q: 36 clusters Score -2.746962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36467 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158287 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7598 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12706 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2361 members 
Mstep: Class 28 contains 282084 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469610.000000 Penalty: 21005.037109
Iteration 231Q: 36 clusters Score -2.746961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36467 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158282 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7598 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2361 members 
Mstep: Class 28 contains 282087 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469602.000000 Penalty: 21005.037109
Iteration 232Q: 36 clusters Score -2.74696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36467 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158281 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7598 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2361 members 
Mstep: Class 28 contains 282088 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469600.000000 Penalty: 21005.037109
Iteration 233Q: 36 clusters Score -2.74696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36467 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158278 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7598 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2361 members 
Mstep: Class 28 contains 282091 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469606.000000 Penalty: 21005.037109
Iteration 234Q: 36 clusters Score -2.746961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36467 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158276 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7598 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2361 members 
Mstep: Class 28 contains 282093 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469612.000000 Penalty: 21005.037109
Iteration 235Q: 36 clusters Score -2.746961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36467 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158276 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7598 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2361 members 
Mstep: Class 28 contains 282093 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469612.000000 Penalty: 21005.037109
Iteration 236F: 36 clusters Score -2.746961e+07 nChanged 0
Entering ConstructFrom: 
Score: -27469612.000000 Penalty: 21005.037109
Entering ConstructFrom: 
Trying to split cluster 1 (3946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Entering Unmasked Estep 
Score: -199375.687500 Penalty: 376.760803
	Iteration 0F: 2 clusters Score -199375.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -196710.625000 Penalty: 753.521606
	Iteration 0F: 3 clusters Score -196710.6 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -197780.125000 Penalty: 753.521606
	Iteration 1F: 3 clusters Score -197780.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -197998.312500 Penalty: 753.521606
	Iteration 2F: 3 clusters Score -197998.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -198145.062500 Penalty: 753.521606
	Iteration 3F: 3 clusters Score -198145.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -198237.109375 Penalty: 753.521606
	Iteration 4F: 3 clusters Score -198237.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -198293.593750 Penalty: 753.521606
	Iteration 5Q: 3 clusters Score -198293.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -198341.468750 Penalty: 753.521606
	Iteration 6Q: 3 clusters Score -198341.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -198379.984375 Penalty: 753.521606
	Iteration 7Q: 3 clusters Score -198380 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -198420.468750 Penalty: 753.521606
	Iteration 8Q: 3 clusters Score -198420.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -198458.781250 Penalty: 753.521606
	Iteration 9Q: 3 clusters Score -198458.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -198502.984375 Penalty: 753.521606
	Iteration 10Q: 3 clusters Score -198503 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -198553.265625 Penalty: 753.521606
	Iteration 11Q: 3 clusters Score -198553.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -198606.890625 Penalty: 753.521606
	Iteration 12Q: 3 clusters Score -198606.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -198657.703125 Penalty: 753.521606
	Iteration 13Q: 3 clusters Score -198657.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -198708.546875 Penalty: 753.521606
	Iteration 14Q: 3 clusters Score -198708.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -198763.703125 Penalty: 753.521606
	Iteration 15Q: 3 clusters Score -198763.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -198825.562500 Penalty: 753.521606
	Iteration 16Q: 3 clusters Score -198825.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -198885.109375 Penalty: 753.521606
	Iteration 17Q: 3 clusters Score -198885.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -198925.625000 Penalty: 753.521606
	Iteration 18Q: 3 clusters Score -198925.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -198960.921875 Penalty: 753.521606
	Iteration 19Q: 3 clusters Score -198960.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -199008.937500 Penalty: 753.521606
	Iteration 20F: 3 clusters Score -199008.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -199065.000000 Penalty: 753.521606
	Iteration 21Q: 3 clusters Score -199065 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -199104.265625 Penalty: 753.521606
	Iteration 22Q: 3 clusters Score -199104.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -199129.921875 Penalty: 753.521606
	Iteration 23Q: 3 clusters Score -199129.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -199149.250000 Penalty: 753.521606
	Iteration 24Q: 3 clusters Score -199149.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -199162.093750 Penalty: 753.521606
	Iteration 25Q: 3 clusters Score -199162.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -199167.234375 Penalty: 753.521606
	Iteration 26Q: 3 clusters Score -199167.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -199169.093750 Penalty: 753.521606
	Iteration 27Q: 3 clusters Score -199169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -199169.906250 Penalty: 753.521606
	Iteration 28Q: 3 clusters Score -199169.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -199171.125000 Penalty: 753.521606
	Iteration 29Q: 3 clusters Score -199171.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -199172.859375 Penalty: 753.521606
	Iteration 30Q: 3 clusters Score -199172.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -199174.796875 Penalty: 753.521606
	Iteration 31Q: 3 clusters Score -199174.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -199175.812500 Penalty: 753.521606
	Iteration 32Q: 3 clusters Score -199175.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -199176.421875 Penalty: 753.521606
	Iteration 33Q: 3 clusters Score -199176.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -199177.296875 Penalty: 753.521606
	Iteration 34Q: 3 clusters Score -199177.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -199179.250000 Penalty: 753.521606
	Iteration 35Q: 3 clusters Score -199179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -199179.937500 Penalty: 753.521606
	Iteration 36Q: 3 clusters Score -199179.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -199180.484375 Penalty: 753.521606
	Iteration 37Q: 3 clusters Score -199180.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -199182.718750 Penalty: 753.521606
	Iteration 38Q: 3 clusters Score -199182.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -199184.750000 Penalty: 753.521606
	Iteration 39Q: 3 clusters Score -199184.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -199185.500000 Penalty: 753.521606
	Iteration 40F: 3 clusters Score -199185.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -199186.437500 Penalty: 753.521606
	Iteration 41Q: 3 clusters Score -199186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -199187.484375 Penalty: 753.521606
	Iteration 42Q: 3 clusters Score -199187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -199187.796875 Penalty: 753.521606
	Iteration 43Q: 3 clusters Score -199187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -199188.281250 Penalty: 753.521606
	Iteration 44Q: 3 clusters Score -199188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -199188.328125 Penalty: 753.521606
	Iteration 45Q: 3 clusters Score -199188.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -199188.328125 Penalty: 753.521606
	Iteration 46F: 3 clusters Score -199188.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5236.189453 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5236.189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5018.676270 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -5018.676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5052.426758 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -5052.427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5068.548340 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -5068.548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5074.661621 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5074.662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5076.672363 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5076.672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5076.672363 Penalty: 428.567261
	Iteration 5F: 3 clusters Score -5076.672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -89270.062500 Penalty: 336.616943
	Iteration 0F: 2 clusters Score -89270.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -88042.343750 Penalty: 673.233887
	Iteration 0F: 3 clusters Score -88042.34 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -88496.476562 Penalty: 673.233887
	Iteration 1F: 3 clusters Score -88496.48 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -88636.250000 Penalty: 673.233887
	Iteration 2F: 3 clusters Score -88636.25 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -88771.257812 Penalty: 673.233887
	Iteration 3F: 3 clusters Score -88771.26 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -88864.843750 Penalty: 673.233887
	Iteration 4F: 3 clusters Score -88864.84 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -88928.046875 Penalty: 673.233887
	Iteration 5Q: 3 clusters Score -88928.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -88980.656250 Penalty: 673.233887
	Iteration 6Q: 3 clusters Score -88980.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -89032.007812 Penalty: 673.233887
	Iteration 7Q: 3 clusters Score -89032.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -89057.492188 Penalty: 673.233887
	Iteration 8Q: 3 clusters Score -89057.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -89062.296875 Penalty: 673.233887
	Iteration 9Q: 3 clusters Score -89062.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -89063.398438 Penalty: 673.233887
	Iteration 10Q: 3 clusters Score -89063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -89063.687500 Penalty: 673.233887
	Iteration 11Q: 3 clusters Score -89063.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -89063.687500 Penalty: 673.233887
	Iteration 12F: 3 clusters Score -89063.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Entering Unmasked Estep 
Score: -1868112.750000 Penalty: 477.939392
	Iteration 0F: 2 clusters Score -1868113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1843760.625000 Penalty: 955.878784
	Iteration 0F: 3 clusters Score -1843761 nChanged 17662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -1853739.250000 Penalty: 955.878784
	Iteration 1F: 3 clusters Score -1853739 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -1854389.500000 Penalty: 955.878784
	Iteration 2Q: 3 clusters Score -1854390 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -1855459.875000 Penalty: 955.878784
	Iteration 3F: 3 clusters Score -1855460 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -1857120.750000 Penalty: 955.878784
	Iteration 4F: 3 clusters Score -1857121 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -1859487.500000 Penalty: 955.878784
	Iteration 5F: 3 clusters Score -1859488 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -1862235.250000 Penalty: 955.878784
	Iteration 6F: 3 clusters Score -1862235 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -1864679.500000 Penalty: 955.878784
	Iteration 7F: 3 clusters Score -1864680 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -1866320.875000 Penalty: 955.878784
	Iteration 8Q: 3 clusters Score -1866321 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -1867183.375000 Penalty: 955.878784
	Iteration 9Q: 3 clusters Score -1867183 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -1867535.250000 Penalty: 955.878784
	Iteration 10Q: 3 clusters Score -1867535 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -1867655.000000 Penalty: 955.878784
	Iteration 11Q: 3 clusters Score -1867655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -1867687.250000 Penalty: 955.878784
	Iteration 12Q: 3 clusters Score -1867687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -1867698.875000 Penalty: 955.878784
	Iteration 13Q: 3 clusters Score -1867699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -1867706.000000 Penalty: 955.878784
	Iteration 14Q: 3 clusters Score -1867706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -1867710.500000 Penalty: 955.878784
	Iteration 15Q: 3 clusters Score -1867710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -1867710.875000 Penalty: 955.878784
	Iteration 16Q: 3 clusters Score -1867711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -1867710.875000 Penalty: 955.878784
	Iteration 17F: 3 clusters Score -1867711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -26281.808594 Penalty: 290.679535
	Iteration 0F: 2 clusters Score -26281.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25767.929688 Penalty: 581.359070
	Iteration 0F: 3 clusters Score -25767.93 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26002.853516 Penalty: 581.359070
	Iteration 1F: 3 clusters Score -26002.85 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26101.388672 Penalty: 581.359070
	Iteration 2F: 3 clusters Score -26101.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26156.486328 Penalty: 581.359070
	Iteration 3F: 3 clusters Score -26156.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26193.556641 Penalty: 581.359070
	Iteration 4F: 3 clusters Score -26193.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26217.232422 Penalty: 581.359070
	Iteration 5Q: 3 clusters Score -26217.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26243.888672 Penalty: 581.359070
	Iteration 6Q: 3 clusters Score -26243.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26271.619141 Penalty: 581.359070
	Iteration 7Q: 3 clusters Score -26271.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26295.326172 Penalty: 581.359070
	Iteration 8Q: 3 clusters Score -26295.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26312.294922 Penalty: 581.359070
	Iteration 9Q: 3 clusters Score -26312.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -26340.945312 Penalty: 581.359070
	Iteration 10Q: 3 clusters Score -26340.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26356.121094 Penalty: 581.359070
	Iteration 11Q: 3 clusters Score -26356.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26374.310547 Penalty: 581.359070
	Iteration 12Q: 3 clusters Score -26374.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26388.535156 Penalty: 581.359070
	Iteration 13Q: 3 clusters Score -26388.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26399.107422 Penalty: 581.359070
	Iteration 14Q: 3 clusters Score -26399.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -26403.162109 Penalty: 581.359070
	Iteration 15Q: 3 clusters Score -26403.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -26403.162109 Penalty: 581.359070
	Iteration 16F: 3 clusters Score -26403.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36467 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158276 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7598 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2361 members 
Mstep: Class 28 contains 282093 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 265 members 
Entering Unmasked Estep 
Score: -27469428.000000 Penalty: 21605.181641
Splitting cluster 5 changes total score from -27469612.000000 to -27469428.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -8349.479492 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -8349.479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8065.931152 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -8065.931 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8130.082031 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -8130.082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8147.234375 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -8147.234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8151.596680 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -8151.597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8159.716797 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -8159.717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8160.537598 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -8160.538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8161.157227 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -8161.157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8161.157227 Penalty: 473.564606
	Iteration 7F: 3 clusters Score -8161.157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -19114.302734 Penalty: 274.505432
	Iteration 0F: 2 clusters Score -19114.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18697.568359 Penalty: 549.010864
	Iteration 0F: 3 clusters Score -18697.57 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18811.867188 Penalty: 549.010864
	Iteration 1F: 3 clusters Score -18811.87 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18848.689453 Penalty: 549.010864
	Iteration 2F: 3 clusters Score -18848.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18873.501953 Penalty: 549.010864
	Iteration 3F: 3 clusters Score -18873.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18890.361328 Penalty: 549.010864
	Iteration 4Q: 3 clusters Score -18890.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18902.712891 Penalty: 549.010864
	Iteration 5Q: 3 clusters Score -18902.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18911.091797 Penalty: 549.010864
	Iteration 6Q: 3 clusters Score -18911.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18921.431641 Penalty: 549.010864
	Iteration 7Q: 3 clusters Score -18921.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18936.246094 Penalty: 549.010864
	Iteration 8Q: 3 clusters Score -18936.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18953.605469 Penalty: 549.010864
	Iteration 9Q: 3 clusters Score -18953.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18971.121094 Penalty: 549.010864
	Iteration 10Q: 3 clusters Score -18971.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18975.917969 Penalty: 549.010864
	Iteration 11Q: 3 clusters Score -18975.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18979.828125 Penalty: 549.010864
	Iteration 12Q: 3 clusters Score -18979.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18981.076172 Penalty: 549.010864
	Iteration 13Q: 3 clusters Score -18981.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18982.679688 Penalty: 549.010864
	Iteration 14Q: 3 clusters Score -18982.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18983.994141 Penalty: 549.010864
	Iteration 15Q: 3 clusters Score -18983.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18983.994141 Penalty: 549.010864
	Iteration 16F: 3 clusters Score -18983.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Entering Unmasked Estep 
Score: -120910.828125 Penalty: 351.902527
	Iteration 0F: 2 clusters Score -120910.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -119289.257812 Penalty: 703.805054
	Iteration 0F: 3 clusters Score -119289.3 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -119859.992188 Penalty: 703.805054
	Iteration 1F: 3 clusters Score -119860 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -119954.859375 Penalty: 703.805054
	Iteration 2F: 3 clusters Score -119954.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -120041.546875 Penalty: 703.805054
	Iteration 3F: 3 clusters Score -120041.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -120123.914062 Penalty: 703.805054
	Iteration 4F: 3 clusters Score -120123.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -120195.835938 Penalty: 703.805054
	Iteration 5F: 3 clusters Score -120195.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -120252.875000 Penalty: 703.805054
	Iteration 6Q: 3 clusters Score -120252.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -120296.359375 Penalty: 703.805054
	Iteration 7Q: 3 clusters Score -120296.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -120331.078125 Penalty: 703.805054
	Iteration 8Q: 3 clusters Score -120331.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -120354.921875 Penalty: 703.805054
	Iteration 9Q: 3 clusters Score -120354.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -120371.328125 Penalty: 703.805054
	Iteration 10Q: 3 clusters Score -120371.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -120382.609375 Penalty: 703.805054
	Iteration 11Q: 3 clusters Score -120382.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -120388.257812 Penalty: 703.805054
	Iteration 12Q: 3 clusters Score -120388.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -120395.304688 Penalty: 703.805054
	Iteration 13Q: 3 clusters Score -120395.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -120409.320312 Penalty: 703.805054
	Iteration 14Q: 3 clusters Score -120409.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -120419.265625 Penalty: 703.805054
	Iteration 15Q: 3 clusters Score -120419.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -120423.765625 Penalty: 703.805054
	Iteration 16Q: 3 clusters Score -120423.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -120429.031250 Penalty: 703.805054
	Iteration 17Q: 3 clusters Score -120429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -120441.171875 Penalty: 703.805054
	Iteration 18Q: 3 clusters Score -120441.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -120456.187500 Penalty: 703.805054
	Iteration 19Q: 3 clusters Score -120456.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -120466.546875 Penalty: 703.805054
	Iteration 20F: 3 clusters Score -120466.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -120477.656250 Penalty: 703.805054
	Iteration 21Q: 3 clusters Score -120477.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -120487.484375 Penalty: 703.805054
	Iteration 22Q: 3 clusters Score -120487.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -120500.687500 Penalty: 703.805054
	Iteration 23Q: 3 clusters Score -120500.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -120518.562500 Penalty: 703.805054
	Iteration 24Q: 3 clusters Score -120518.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -120542.679688 Penalty: 703.805054
	Iteration 25Q: 3 clusters Score -120542.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -120566.343750 Penalty: 703.805054
	Iteration 26Q: 3 clusters Score -120566.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -120598.773438 Penalty: 703.805054
	Iteration 27Q: 3 clusters Score -120598.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -120636.921875 Penalty: 703.805054
	Iteration 28Q: 3 clusters Score -120636.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -120669.648438 Penalty: 703.805054
	Iteration 29Q: 3 clusters Score -120669.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -120686.156250 Penalty: 703.805054
	Iteration 30Q: 3 clusters Score -120686.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -120697.906250 Penalty: 703.805054
	Iteration 31Q: 3 clusters Score -120697.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -120703.492188 Penalty: 703.805054
	Iteration 32Q: 3 clusters Score -120703.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -120705.695312 Penalty: 703.805054
	Iteration 33Q: 3 clusters Score -120705.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -120706.914062 Penalty: 703.805054
	Iteration 34Q: 3 clusters Score -120706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -120707.203125 Penalty: 703.805054
	Iteration 35Q: 3 clusters Score -120707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -120707.750000 Penalty: 703.805054
	Iteration 36Q: 3 clusters Score -120707.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -120708.546875 Penalty: 703.805054
	Iteration 37Q: 3 clusters Score -120708.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -120708.851562 Penalty: 703.805054
	Iteration 38Q: 3 clusters Score -120708.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -120709.070312 Penalty: 703.805054
	Iteration 39Q: 3 clusters Score -120709.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -120709.070312 Penalty: 703.805054
	Iteration 40F: 3 clusters Score -120709.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -65387.007812 Penalty: 324.998657
	Iteration 0F: 2 clusters Score -65387.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -64401.804688 Penalty: 649.997314
	Iteration 0F: 3 clusters Score -64401.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -64767.003906 Penalty: 649.997314
	Iteration 1F: 3 clusters Score -64767 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -64910.199219 Penalty: 649.997314
	Iteration 2F: 3 clusters Score -64910.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -65021.148438 Penalty: 649.997314
	Iteration 3F: 3 clusters Score -65021.15 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -65086.195312 Penalty: 649.997314
	Iteration 4F: 3 clusters Score -65086.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -65133.218750 Penalty: 649.997314
	Iteration 5Q: 3 clusters Score -65133.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -65168.363281 Penalty: 649.997314
	Iteration 6Q: 3 clusters Score -65168.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -65190.773438 Penalty: 649.997314
	Iteration 7Q: 3 clusters Score -65190.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -65202.644531 Penalty: 649.997314
	Iteration 8Q: 3 clusters Score -65202.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -65209.605469 Penalty: 649.997314
	Iteration 9Q: 3 clusters Score -65209.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -65214.292969 Penalty: 649.997314
	Iteration 10Q: 3 clusters Score -65214.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -65216.792969 Penalty: 649.997314
	Iteration 11Q: 3 clusters Score -65216.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -65220.031250 Penalty: 649.997314
	Iteration 12Q: 3 clusters Score -65220.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -65223.203125 Penalty: 649.997314
	Iteration 13Q: 3 clusters Score -65223.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -65225.746094 Penalty: 649.997314
	Iteration 14Q: 3 clusters Score -65225.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -65226.800781 Penalty: 649.997314
	Iteration 15Q: 3 clusters Score -65226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -65226.800781 Penalty: 649.997314
	Iteration 16F: 3 clusters Score -65226.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -59943.250000 Penalty: 325.213928
	Iteration 0F: 2 clusters Score -59943.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -59002.453125 Penalty: 650.427856
	Iteration 0F: 3 clusters Score -59002.45 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -59421.585938 Penalty: 650.427856
	Iteration 1F: 3 clusters Score -59421.59 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -59603.179688 Penalty: 650.427856
	Iteration 2F: 3 clusters Score -59603.18 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -59715.558594 Penalty: 650.427856
	Iteration 3F: 3 clusters Score -59715.56 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -59764.964844 Penalty: 650.427856
	Iteration 4Q: 3 clusters Score -59764.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -59782.046875 Penalty: 650.427856
	Iteration 5Q: 3 clusters Score -59782.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -59787.609375 Penalty: 650.427856
	Iteration 6Q: 3 clusters Score -59787.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -59791.285156 Penalty: 650.427856
	Iteration 7Q: 3 clusters Score -59791.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -59792.375000 Penalty: 650.427856
	Iteration 8Q: 3 clusters Score -59792.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -59792.515625 Penalty: 650.427856
	Iteration 9Q: 3 clusters Score -59792.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -59792.742188 Penalty: 650.427856
	Iteration 10Q: 3 clusters Score -59792.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -59793.839844 Penalty: 650.427856
	Iteration 11Q: 3 clusters Score -59793.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -59794.835938 Penalty: 650.427856
	Iteration 12Q: 3 clusters Score -59794.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -59795.464844 Penalty: 650.427856
	Iteration 13Q: 3 clusters Score -59795.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -59795.464844 Penalty: 650.427856
	Iteration 14F: 3 clusters Score -59795.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -21705.380859 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -21705.38 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 222 members 
Entering Unmasked Estep 
Score: -21256.052734 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -21256.05 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21379.632812 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -21379.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21403.486328 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -21403.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21424.505859 Penalty: 552.856506
	Iteration 3F: 3 clusters Score -21424.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21439.658203 Penalty: 552.856506
	Iteration 4Q: 3 clusters Score -21439.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21448.500000 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -21448.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21454.406250 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -21454.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21454.869141 Penalty: 552.856506
	Iteration 7Q: 3 clusters Score -21454.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21454.869141 Penalty: 552.856506
	Iteration 8F: 3 clusters Score -21454.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -28103.177734 Penalty: 286.097565
	Iteration 0F: 2 clusters Score -28103.18 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 278 members 
Entering Unmasked Estep 
Score: -27593.044922 Penalty: 572.195129
	Iteration 0F: 3 clusters Score -27593.04 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27717.630859 Penalty: 572.195129
	Iteration 1F: 3 clusters Score -27717.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27768.693359 Penalty: 572.195129
	Iteration 2F: 3 clusters Score -27768.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27819.707031 Penalty: 572.195129
	Iteration 3F: 3 clusters Score -27819.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -27860.554688 Penalty: 572.195129
	Iteration 4F: 3 clusters Score -27860.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27911.970703 Penalty: 572.195129
	Iteration 5F: 3 clusters Score -27911.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -27945.679688 Penalty: 572.195129
	Iteration 6F: 3 clusters Score -27945.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -27965.269531 Penalty: 572.195129
	Iteration 7Q: 3 clusters Score -27965.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -27972.568359 Penalty: 572.195129
	Iteration 8Q: 3 clusters Score -27972.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -27976.179688 Penalty: 572.195129
	Iteration 9Q: 3 clusters Score -27976.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -27978.427734 Penalty: 572.195129
	Iteration 10Q: 3 clusters Score -27978.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -27981.408203 Penalty: 572.195129
	Iteration 11Q: 3 clusters Score -27981.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27983.142578 Penalty: 572.195129
	Iteration 12Q: 3 clusters Score -27983.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27985.072266 Penalty: 572.195129
	Iteration 13Q: 3 clusters Score -27985.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27985.072266 Penalty: 572.195129
	Iteration 14F: 3 clusters Score -27985.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -5145.756836 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -5145.757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4925.284180 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -4925.284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5004.243164 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -5004.243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5028.174805 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -5028.175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5033.473145 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -5033.473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5034.983398 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -5034.983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5034.983398 Penalty: 442.242920
	Iteration 5F: 3 clusters Score -5034.983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158276 members 
Entering Unmasked Estep 
Score: -8523417.000000 Penalty: 544.730347
	Iteration 0F: 2 clusters Score -8523417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 79293 members 
Entering Unmasked Estep 
Score: -8417037.000000 Penalty: 1089.460693
	Iteration 0F: 3 clusters Score -8417037 nChanged 77526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -8468004.000000 Penalty: 1089.460693
	Iteration 1F: 3 clusters Score -8468004 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74322 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -8472466.000000 Penalty: 1089.460693
	Iteration 2F: 3 clusters Score -8472466 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
Score: -8478696.000000 Penalty: 1089.460693
	Iteration 3F: 3 clusters Score -8478696 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71746 members 
Mstep: Class 2 contains 86530 members 
Entering Unmasked Estep 
Score: -8486852.000000 Penalty: 1089.460693
	Iteration 4F: 3 clusters Score -8486852 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70674 members 
Mstep: Class 2 contains 87602 members 
Entering Unmasked Estep 
Score: -8494570.000000 Penalty: 1089.460693
	Iteration 5F: 3 clusters Score -8494570 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 88431 members 
Entering Unmasked Estep 
Score: -8499396.000000 Penalty: 1089.460693
	Iteration 6F: 3 clusters Score -8499396 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 89136 members 
Entering Unmasked Estep 
Score: -8501387.000000 Penalty: 1089.460693
	Iteration 7Q: 3 clusters Score -8501387 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68603 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -8502284.000000 Penalty: 1089.460693
	Iteration 8Q: 3 clusters Score -8502284 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68209 members 
Mstep: Class 2 contains 90067 members 
Entering Unmasked Estep 
Score: -8502786.000000 Penalty: 1089.460693
	Iteration 9Q: 3 clusters Score -8502786 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 90399 members 
Entering Unmasked Estep 
Score: -8503179.000000 Penalty: 1089.460693
	Iteration 10Q: 3 clusters Score -8503179 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -8503625.000000 Penalty: 1089.460693
	Iteration 11Q: 3 clusters Score -8503625 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -8503994.000000 Penalty: 1089.460693
	Iteration 12Q: 3 clusters Score -8503994 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67299 members 
Mstep: Class 2 contains 90977 members 
Entering Unmasked Estep 
Score: -8504355.000000 Penalty: 1089.460693
	Iteration 13Q: 3 clusters Score -8504355 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 91169 members 
Entering Unmasked Estep 
Score: -8504716.000000 Penalty: 1089.460693
	Iteration 14Q: 3 clusters Score -8504716 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 91280 members 
Entering Unmasked Estep 
Score: -8505070.000000 Penalty: 1089.460693
	Iteration 15Q: 3 clusters Score -8505070 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66925 members 
Mstep: Class 2 contains 91351 members 
Entering Unmasked Estep 
Score: -8505494.000000 Penalty: 1089.460693
	Iteration 16Q: 3 clusters Score -8505494 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 91413 members 
Entering Unmasked Estep 
Score: -8505822.000000 Penalty: 1089.460693
	Iteration 17Q: 3 clusters Score -8505822 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66873 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -8506155.000000 Penalty: 1089.460693
	Iteration 18Q: 3 clusters Score -8506155 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66894 members 
Mstep: Class 2 contains 91382 members 
Entering Unmasked Estep 
Score: -8506510.000000 Penalty: 1089.460693
	Iteration 19Q: 3 clusters Score -8506510 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66998 members 
Mstep: Class 2 contains 91278 members 
Entering Unmasked Estep 
Score: -8506922.000000 Penalty: 1089.460693
	Iteration 20F: 3 clusters Score -8506922 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 91129 members 
Entering Unmasked Estep 
Score: -8507282.000000 Penalty: 1089.460693
	Iteration 21Q: 3 clusters Score -8507282 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67328 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -8507611.000000 Penalty: 1089.460693
	Iteration 22Q: 3 clusters Score -8507611 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
Score: -8507897.000000 Penalty: 1089.460693
	Iteration 23Q: 3 clusters Score -8507897 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 90506 members 
Entering Unmasked Estep 
Score: -8508135.000000 Penalty: 1089.460693
	Iteration 24Q: 3 clusters Score -8508135 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 90318 members 
Entering Unmasked Estep 
Score: -8508315.000000 Penalty: 1089.460693
	Iteration 25Q: 3 clusters Score -8508315 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 90135 members 
Entering Unmasked Estep 
Score: -8508523.000000 Penalty: 1089.460693
	Iteration 26Q: 3 clusters Score -8508523 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 89990 members 
Entering Unmasked Estep 
Score: -8508720.000000 Penalty: 1089.460693
	Iteration 27Q: 3 clusters Score -8508720 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 89802 members 
Entering Unmasked Estep 
Score: -8508880.000000 Penalty: 1089.460693
	Iteration 28Q: 3 clusters Score -8508880 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 89622 members 
Entering Unmasked Estep 
Score: -8508997.000000 Penalty: 1089.460693
	Iteration 29Q: 3 clusters Score -8508997 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 89415 members 
Entering Unmasked Estep 
Score: -8509112.000000 Penalty: 1089.460693
	Iteration 30Q: 3 clusters Score -8509112 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 89236 members 
Entering Unmasked Estep 
Score: -8509161.000000 Penalty: 1089.460693
	Iteration 31Q: 3 clusters Score -8509161 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69194 members 
Mstep: Class 2 contains 89082 members 
Entering Unmasked Estep 
Score: -8509256.000000 Penalty: 1089.460693
	Iteration 32Q: 3 clusters Score -8509256 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69338 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -8509385.000000 Penalty: 1089.460693
	Iteration 33Q: 3 clusters Score -8509385 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -8509408.000000 Penalty: 1089.460693
	Iteration 34Q: 3 clusters Score -8509408 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69564 members 
Mstep: Class 2 contains 88712 members 
Entering Unmasked Estep 
Score: -8509469.000000 Penalty: 1089.460693
	Iteration 35Q: 3 clusters Score -8509469 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69700 members 
Mstep: Class 2 contains 88576 members 
Entering Unmasked Estep 
Score: -8509465.000000 Penalty: 1089.460693
	Iteration 36Q: 3 clusters Score -8509465 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 88459 members 
Entering Unmasked Estep 
Score: -8509467.000000 Penalty: 1089.460693
	Iteration 37Q: 3 clusters Score -8509467 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69977 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -8509515.000000 Penalty: 1089.460693
	Iteration 38Q: 3 clusters Score -8509515 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 88117 members 
Entering Unmasked Estep 
Score: -8509535.000000 Penalty: 1089.460693
	Iteration 39Q: 3 clusters Score -8509535 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 87934 members 
Entering Unmasked Estep 
Score: -8509540.000000 Penalty: 1089.460693
	Iteration 40F: 3 clusters Score -8509540 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70505 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -8509563.000000 Penalty: 1089.460693
	Iteration 41Q: 3 clusters Score -8509563 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -8509588.000000 Penalty: 1089.460693
	Iteration 42Q: 3 clusters Score -8509588 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70811 members 
Mstep: Class 2 contains 87465 members 
Entering Unmasked Estep 
Score: -8509585.000000 Penalty: 1089.460693
	Iteration 43Q: 3 clusters Score -8509585 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 87306 members 
Entering Unmasked Estep 
Score: -8509569.000000 Penalty: 1089.460693
	Iteration 44Q: 3 clusters Score -8509569 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 87140 members 
Entering Unmasked Estep 
Score: -8509574.000000 Penalty: 1089.460693
	Iteration 45Q: 3 clusters Score -8509574 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 86967 members 
Entering Unmasked Estep 
Score: -8509600.000000 Penalty: 1089.460693
	Iteration 46Q: 3 clusters Score -8509600 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71460 members 
Mstep: Class 2 contains 86816 members 
Entering Unmasked Estep 
Score: -8509601.000000 Penalty: 1089.460693
	Iteration 47Q: 3 clusters Score -8509601 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 86654 members 
Entering Unmasked Estep 
Score: -8509636.000000 Penalty: 1089.460693
	Iteration 48Q: 3 clusters Score -8509636 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
Score: -8509666.000000 Penalty: 1089.460693
	Iteration 49Q: 3 clusters Score -8509666 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71973 members 
Mstep: Class 2 contains 86303 members 
Entering Unmasked Estep 
Score: -8509663.000000 Penalty: 1089.460693
	Iteration 50Q: 3 clusters Score -8509663 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72182 members 
Mstep: Class 2 contains 86094 members 
Entering Unmasked Estep 
Score: -8509692.000000 Penalty: 1089.460693
	Iteration 51Q: 3 clusters Score -8509692 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 85881 members 
Entering Unmasked Estep 
Score: -8509703.000000 Penalty: 1089.460693
	Iteration 52Q: 3 clusters Score -8509703 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72617 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -8509728.000000 Penalty: 1089.460693
	Iteration 53Q: 3 clusters Score -8509728 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72827 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -8509741.000000 Penalty: 1089.460693
	Iteration 54Q: 3 clusters Score -8509741 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 85247 members 
Entering Unmasked Estep 
Score: -8509757.000000 Penalty: 1089.460693
	Iteration 55Q: 3 clusters Score -8509757 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73233 members 
Mstep: Class 2 contains 85043 members 
Entering Unmasked Estep 
Score: -8509774.000000 Penalty: 1089.460693
	Iteration 56Q: 3 clusters Score -8509774 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 84844 members 
Entering Unmasked Estep 
Score: -8509768.000000 Penalty: 1089.460693
	Iteration 57Q: 3 clusters Score -8509768 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73642 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -8509784.000000 Penalty: 1089.460693
	Iteration 58Q: 3 clusters Score -8509784 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73840 members 
Mstep: Class 2 contains 84436 members 
Entering Unmasked Estep 
Score: -8509797.000000 Penalty: 1089.460693
	Iteration 59Q: 3 clusters Score -8509797 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 84239 members 
Entering Unmasked Estep 
Score: -8509797.000000 Penalty: 1089.460693
	Iteration 60F: 3 clusters Score -8509797 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -8509805.000000 Penalty: 1089.460693
	Iteration 61Q: 3 clusters Score -8509805 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74478 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -8509842.000000 Penalty: 1089.460693
	Iteration 62Q: 3 clusters Score -8509842 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 83566 members 
Entering Unmasked Estep 
Score: -8509881.000000 Penalty: 1089.460693
	Iteration 63Q: 3 clusters Score -8509881 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -8509896.000000 Penalty: 1089.460693
	Iteration 64Q: 3 clusters Score -8509896 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 83029 members 
Entering Unmasked Estep 
Score: -8509909.000000 Penalty: 1089.460693
	Iteration 65Q: 3 clusters Score -8509909 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75530 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -8509934.000000 Penalty: 1089.460693
	Iteration 66Q: 3 clusters Score -8509934 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75796 members 
Mstep: Class 2 contains 82480 members 
Entering Unmasked Estep 
Score: -8509965.000000 Penalty: 1089.460693
	Iteration 67Q: 3 clusters Score -8509965 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76097 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -8509970.000000 Penalty: 1089.460693
	Iteration 68Q: 3 clusters Score -8509970 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 81856 members 
Entering Unmasked Estep 
Score: -8509990.000000 Penalty: 1089.460693
	Iteration 69Q: 3 clusters Score -8509990 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 81500 members 
Entering Unmasked Estep 
Score: -8510021.000000 Penalty: 1089.460693
	Iteration 70Q: 3 clusters Score -8510021 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -8510053.000000 Penalty: 1089.460693
	Iteration 71Q: 3 clusters Score -8510053 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77583 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -8510079.000000 Penalty: 1089.460693
	Iteration 72Q: 3 clusters Score -8510079 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77994 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -8510088.000000 Penalty: 1089.460693
	Iteration 73Q: 3 clusters Score -8510088 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78411 members 
Mstep: Class 2 contains 79865 members 
Entering Unmasked Estep 
Score: -8510124.000000 Penalty: 1089.460693
	Iteration 74Q: 3 clusters Score -8510124 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8511090 nChanged 661
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	Iteration 100F: 3 clusters Score -8511424 nChanged 682
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	Iteration 115Q: 3 clusters Score -8512934 nChanged 1082
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	Iteration 125Q: 3 clusters Score -8514962 nChanged 1193
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	Iteration 126Q: 3 clusters Score -8515215 nChanged 1267
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	Iteration 127Q: 3 clusters Score -8515487 nChanged 1311
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	Iteration 128Q: 3 clusters Score -8515751 nChanged 1258
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	Iteration 134Q: 3 clusters Score -8517317 nChanged 1074
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	Iteration 138Q: 3 clusters Score -8518233 nChanged 1050
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	Iteration 139Q: 3 clusters Score -8518535 nChanged 991
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	Iteration 140F: 3 clusters Score -8518741 nChanged 1006
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	Iteration 143Q: 3 clusters Score -8519529 nChanged 1045
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	Iteration 144Q: 3 clusters Score -8519741 nChanged 1054
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	Iteration 168Q: 3 clusters Score -8522787 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153997 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -8522816.000000 Penalty: 1089.460693
	Iteration 169Q: 3 clusters Score -8522816 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154201 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -8522856.000000 Penalty: 1089.460693
	Iteration 170Q: 3 clusters Score -8522856 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154381 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -8522855.000000 Penalty: 1089.460693
	Iteration 171Q: 3 clusters Score -8522855 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154559 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -8522860.000000 Penalty: 1089.460693
	Iteration 172Q: 3 clusters Score -8522860 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154715 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -8522855.000000 Penalty: 1089.460693
	Iteration 173Q: 3 clusters Score -8522855 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154875 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -8522847.000000 Penalty: 1089.460693
	Iteration 174Q: 3 clusters Score -8522847 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155016 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -8522856.000000 Penalty: 1089.460693
	Iteration 175Q: 3 clusters Score -8522856 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155129 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -8522863.000000 Penalty: 1089.460693
	Iteration 176Q: 3 clusters Score -8522863 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155227 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -8522875.000000 Penalty: 1089.460693
	Iteration 177Q: 3 clusters Score -8522875 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155326 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -8522898.000000 Penalty: 1089.460693
	Iteration 178Q: 3 clusters Score -8522898 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155436 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -8522912.000000 Penalty: 1089.460693
	Iteration 179Q: 3 clusters Score -8522912 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -8522921.000000 Penalty: 1089.460693
	Iteration 180F: 3 clusters Score -8522921 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155656 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8522892.000000 Penalty: 1089.460693
	Iteration 181Q: 3 clusters Score -8522892 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155753 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -8522897.000000 Penalty: 1089.460693
	Iteration 182Q: 3 clusters Score -8522897 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155844 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8522910.000000 Penalty: 1089.460693
	Iteration 183Q: 3 clusters Score -8522910 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155941 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8522898.000000 Penalty: 1089.460693
	Iteration 184Q: 3 clusters Score -8522898 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156031 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -8522905.000000 Penalty: 1089.460693
	Iteration 185Q: 3 clusters Score -8522905 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156120 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8522911.000000 Penalty: 1089.460693
	Iteration 186Q: 3 clusters Score -8522911 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156221 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8522922.000000 Penalty: 1089.460693
	Iteration 187Q: 3 clusters Score -8522922 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156316 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8522934.000000 Penalty: 1089.460693
	Iteration 188Q: 3 clusters Score -8522934 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156411 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8522933.000000 Penalty: 1089.460693
	Iteration 189Q: 3 clusters Score -8522933 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156493 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8522951.000000 Penalty: 1089.460693
	Iteration 190Q: 3 clusters Score -8522951 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156580 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8522966.000000 Penalty: 1089.460693
	Iteration 191Q: 3 clusters Score -8522966 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156666 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8522975.000000 Penalty: 1089.460693
	Iteration 192Q: 3 clusters Score -8522975 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8522992.000000 Penalty: 1089.460693
	Iteration 193Q: 3 clusters Score -8522992 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156814 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8523011.000000 Penalty: 1089.460693
	Iteration 194Q: 3 clusters Score -8523011 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156881 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8523022.000000 Penalty: 1089.460693
	Iteration 195Q: 3 clusters Score -8523022 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156948 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -8523043.000000 Penalty: 1089.460693
	Iteration 196Q: 3 clusters Score -8523043 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157016 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8523078.000000 Penalty: 1089.460693
	Iteration 197Q: 3 clusters Score -8523078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157076 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8523116.000000 Penalty: 1089.460693
	Iteration 198Q: 3 clusters Score -8523116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157126 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8523118.000000 Penalty: 1089.460693
	Iteration 199Q: 3 clusters Score -8523118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157179 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8523154.000000 Penalty: 1089.460693
	Iteration 200F: 3 clusters Score -8523154 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157219 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8523182.000000 Penalty: 1089.460693
	Iteration 201Q: 3 clusters Score -8523182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157261 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8523193.000000 Penalty: 1089.460693
	Iteration 202Q: 3 clusters Score -8523193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157299 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8523202.000000 Penalty: 1089.460693
	Iteration 203Q: 3 clusters Score -8523202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157339 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8523205.000000 Penalty: 1089.460693
	Iteration 204Q: 3 clusters Score -8523205 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157370 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8523223.000000 Penalty: 1089.460693
	Iteration 205Q: 3 clusters Score -8523223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157390 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8523225.000000 Penalty: 1089.460693
	Iteration 206Q: 3 clusters Score -8523225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157398 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8523230.000000 Penalty: 1089.460693
	Iteration 207Q: 3 clusters Score -8523230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157409 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8523241.000000 Penalty: 1089.460693
	Iteration 208Q: 3 clusters Score -8523241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157417 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8523238.000000 Penalty: 1089.460693
	Iteration 209Q: 3 clusters Score -8523238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157431 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8523238.000000 Penalty: 1089.460693
	Iteration 210Q: 3 clusters Score -8523238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157449 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8523234.000000 Penalty: 1089.460693
	Iteration 211Q: 3 clusters Score -8523234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157461 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8523233.000000 Penalty: 1089.460693
	Iteration 212Q: 3 clusters Score -8523233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157464 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8523233.000000 Penalty: 1089.460693
	Iteration 213Q: 3 clusters Score -8523233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157465 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8523225.000000 Penalty: 1089.460693
	Iteration 214Q: 3 clusters Score -8523225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157466 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8523228.000000 Penalty: 1089.460693
	Iteration 215Q: 3 clusters Score -8523228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8523233.000000 Penalty: 1089.460693
	Iteration 216Q: 3 clusters Score -8523233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8523233.000000 Penalty: 1089.460693
	Iteration 217F: 3 clusters Score -8523233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -79686.656250 Penalty: 330.735870
	Iteration 0F: 2 clusters Score -79686.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -78613.492188 Penalty: 661.471741
	Iteration 0F: 3 clusters Score -78613.49 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -78967.164062 Penalty: 661.471741
	Iteration 1F: 3 clusters Score -78967.16 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -79017.148438 Penalty: 661.471741
	Iteration 2F: 3 clusters Score -79017.15 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -79052.335938 Penalty: 661.471741
	Iteration 3Q: 3 clusters Score -79052.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -79082.015625 Penalty: 661.471741
	Iteration 4Q: 3 clusters Score -79082.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -79094.953125 Penalty: 661.471741
	Iteration 5Q: 3 clusters Score -79094.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79111.585938 Penalty: 661.471741
	Iteration 6Q: 3 clusters Score -79111.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79147.406250 Penalty: 661.471741
	Iteration 7Q: 3 clusters Score -79147.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79175.039062 Penalty: 661.471741
	Iteration 8Q: 3 clusters Score -79175.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79204.429688 Penalty: 661.471741
	Iteration 9Q: 3 clusters Score -79204.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79222.648438 Penalty: 661.471741
	Iteration 10Q: 3 clusters Score -79222.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -79248.664062 Penalty: 661.471741
	Iteration 11Q: 3 clusters Score -79248.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -79279.054688 Penalty: 661.471741
	Iteration 12Q: 3 clusters Score -79279.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -79300.023438 Penalty: 661.471741
	Iteration 13Q: 3 clusters Score -79300.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -79319.968750 Penalty: 661.471741
	Iteration 14Q: 3 clusters Score -79319.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -79340.468750 Penalty: 661.471741
	Iteration 15Q: 3 clusters Score -79340.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -79350.976562 Penalty: 661.471741
	Iteration 16Q: 3 clusters Score -79350.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -79361.601562 Penalty: 661.471741
	Iteration 17Q: 3 clusters Score -79361.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -79366.070312 Penalty: 661.471741
	Iteration 18Q: 3 clusters Score -79366.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -79374.742188 Penalty: 661.471741
	Iteration 19Q: 3 clusters Score -79374.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -79382.023438 Penalty: 661.471741
	Iteration 20F: 3 clusters Score -79382.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -79383.968750 Penalty: 661.471741
	Iteration 21Q: 3 clusters Score -79383.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -79384.937500 Penalty: 661.471741
	Iteration 22Q: 3 clusters Score -79384.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -79390.601562 Penalty: 661.471741
	Iteration 23Q: 3 clusters Score -79390.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -79392.906250 Penalty: 661.471741
	Iteration 24Q: 3 clusters Score -79392.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -79392.906250 Penalty: 661.471741
	Iteration 25F: 3 clusters Score -79392.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -104092.164062 Penalty: 347.822052
	Iteration 0F: 2 clusters Score -104092.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -102619.742188 Penalty: 695.644104
	Iteration 0F: 3 clusters Score -102619.7 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -103133.445312 Penalty: 695.644104
	Iteration 1F: 3 clusters Score -103133.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -103255.945312 Penalty: 695.644104
	Iteration 2F: 3 clusters Score -103255.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -103401.054688 Penalty: 695.644104
	Iteration 3F: 3 clusters Score -103401.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -103551.789062 Penalty: 695.644104
	Iteration 4F: 3 clusters Score -103551.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -103684.679688 Penalty: 695.644104
	Iteration 5F: 3 clusters Score -103684.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -103785.765625 Penalty: 695.644104
	Iteration 6F: 3 clusters Score -103785.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -103871.851562 Penalty: 695.644104
	Iteration 7Q: 3 clusters Score -103871.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -103915.523438 Penalty: 695.644104
	Iteration 8Q: 3 clusters Score -103915.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -103931.015625 Penalty: 695.644104
	Iteration 9Q: 3 clusters Score -103931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -103939.921875 Penalty: 695.644104
	Iteration 10Q: 3 clusters Score -103939.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -103946.156250 Penalty: 695.644104
	Iteration 11Q: 3 clusters Score -103946.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -103951.945312 Penalty: 695.644104
	Iteration 12Q: 3 clusters Score -103951.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -103954.835938 Penalty: 695.644104
	Iteration 13Q: 3 clusters Score -103954.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -103955.843750 Penalty: 695.644104
	Iteration 14Q: 3 clusters Score -103955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -103957.312500 Penalty: 695.644104
	Iteration 15Q: 3 clusters Score -103957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -103959.109375 Penalty: 695.644104
	Iteration 16Q: 3 clusters Score -103959.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -103959.890625 Penalty: 695.644104
	Iteration 17Q: 3 clusters Score -103959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -103960.179688 Penalty: 695.644104
	Iteration 18Q: 3 clusters Score -103960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -103960.539062 Penalty: 695.644104
	Iteration 19Q: 3 clusters Score -103960.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -103960.539062 Penalty: 695.644104
	Iteration 20F: 3 clusters Score -103960.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -20878.554688 Penalty: 272.838593
	Iteration 0F: 2 clusters Score -20878.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20472.250000 Penalty: 545.677185
	Iteration 0F: 3 clusters Score -20472.25 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20686.289062 Penalty: 545.677185
	Iteration 1F: 3 clusters Score -20686.29 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20780.472656 Penalty: 545.677185
	Iteration 2F: 3 clusters Score -20780.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20826.363281 Penalty: 545.677185
	Iteration 3F: 3 clusters Score -20826.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -20843.058594 Penalty: 545.677185
	Iteration 4Q: 3 clusters Score -20843.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20848.886719 Penalty: 545.677185
	Iteration 5Q: 3 clusters Score -20848.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -20855.431641 Penalty: 545.677185
	Iteration 6Q: 3 clusters Score -20855.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20859.285156 Penalty: 545.677185
	Iteration 7Q: 3 clusters Score -20859.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -20859.908203 Penalty: 545.677185
	Iteration 8Q: 3 clusters Score -20859.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -20860.546875 Penalty: 545.677185
	Iteration 9Q: 3 clusters Score -20860.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -20860.546875 Penalty: 545.677185
	Iteration 10F: 3 clusters Score -20860.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Entering Unmasked Estep 
Score: -399328.531250 Penalty: 406.571625
	Iteration 0F: 2 clusters Score -399328.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -394161.093750 Penalty: 813.143250
	Iteration 0F: 3 clusters Score -394161.1 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -396071.593750 Penalty: 813.143250
	Iteration 1F: 3 clusters Score -396071.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -396227.968750 Penalty: 813.143250
	Iteration 2F: 3 clusters Score -396228 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -396425.218750 Penalty: 813.143250
	Iteration 3F: 3 clusters Score -396425.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -396701.156250 Penalty: 813.143250
	Iteration 4F: 3 clusters Score -396701.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -397100.968750 Penalty: 813.143250
	Iteration 5F: 3 clusters Score -397101 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -397574.750000 Penalty: 813.143250
	Iteration 6F: 3 clusters Score -397574.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -398059.437500 Penalty: 813.143250
	Iteration 7F: 3 clusters Score -398059.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -398414.312500 Penalty: 813.143250
	Iteration 8Q: 3 clusters Score -398414.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -398659.156250 Penalty: 813.143250
	Iteration 9Q: 3 clusters Score -398659.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -398785.781250 Penalty: 813.143250
	Iteration 10Q: 3 clusters Score -398785.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -398887.468750 Penalty: 813.143250
	Iteration 11Q: 3 clusters Score -398887.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -398964.281250 Penalty: 813.143250
	Iteration 12Q: 3 clusters Score -398964.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -399013.093750 Penalty: 813.143250
	Iteration 13Q: 3 clusters Score -399013.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -399039.968750 Penalty: 813.143250
	Iteration 14Q: 3 clusters Score -399040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -399059.343750 Penalty: 813.143250
	Iteration 15Q: 3 clusters Score -399059.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -399064.250000 Penalty: 813.143250
	Iteration 16Q: 3 clusters Score -399064.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -399067.062500 Penalty: 813.143250
	Iteration 17Q: 3 clusters Score -399067.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -399071.312500 Penalty: 813.143250
	Iteration 18Q: 3 clusters Score -399071.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -399075.031250 Penalty: 813.143250
	Iteration 19Q: 3 clusters Score -399075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -399078.625000 Penalty: 813.143250
	Iteration 20F: 3 clusters Score -399078.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -399080.593750 Penalty: 813.143250
	Iteration 21Q: 3 clusters Score -399080.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -399081.875000 Penalty: 813.143250
	Iteration 22Q: 3 clusters Score -399081.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -399081.656250 Penalty: 813.143250
	Iteration 23Q: 3 clusters Score -399081.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -399081.843750 Penalty: 813.143250
	Iteration 24Q: 3 clusters Score -399081.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -399084.843750 Penalty: 813.143250
	Iteration 25Q: 3 clusters Score -399084.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -399085.718750 Penalty: 813.143250
	Iteration 26Q: 3 clusters Score -399085.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -399087.031250 Penalty: 813.143250
	Iteration 27Q: 3 clusters Score -399087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -399087.125000 Penalty: 813.143250
	Iteration 28Q: 3 clusters Score -399087.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -399088.406250 Penalty: 813.143250
	Iteration 29Q: 3 clusters Score -399088.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -399090.437500 Penalty: 813.143250
	Iteration 30Q: 3 clusters Score -399090.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -399091.187500 Penalty: 813.143250
	Iteration 31Q: 3 clusters Score -399091.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -399091.343750 Penalty: 813.143250
	Iteration 32Q: 3 clusters Score -399091.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -399092.437500 Penalty: 813.143250
	Iteration 33Q: 3 clusters Score -399092.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -399091.875000 Penalty: 813.143250
	Iteration 34Q: 3 clusters Score -399091.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -399091.875000 Penalty: 813.143250
	Iteration 35F: 3 clusters Score -399091.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -125534.281250 Penalty: 352.456696
	Iteration 0F: 2 clusters Score -125534.3 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 1151 members 
Entering Unmasked Estep 
Score: -123910.687500 Penalty: 704.913391
	Iteration 0F: 3 clusters Score -123910.7 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -124500.617188 Penalty: 704.913391
	Iteration 1F: 3 clusters Score -124500.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -124580.398438 Penalty: 704.913391
	Iteration 2F: 3 clusters Score -124580.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -124681.609375 Penalty: 704.913391
	Iteration 3F: 3 clusters Score -124681.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -124806.656250 Penalty: 704.913391
	Iteration 4F: 3 clusters Score -124806.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -124917.781250 Penalty: 704.913391
	Iteration 5F: 3 clusters Score -124917.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -125029.515625 Penalty: 704.913391
	Iteration 6F: 3 clusters Score -125029.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -125123.867188 Penalty: 704.913391
	Iteration 7Q: 3 clusters Score -125123.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -125173.578125 Penalty: 704.913391
	Iteration 8Q: 3 clusters Score -125173.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -125193.585938 Penalty: 704.913391
	Iteration 9Q: 3 clusters Score -125193.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -125206.015625 Penalty: 704.913391
	Iteration 10Q: 3 clusters Score -125206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -125218.281250 Penalty: 704.913391
	Iteration 11Q: 3 clusters Score -125218.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -125229.929688 Penalty: 704.913391
	Iteration 12Q: 3 clusters Score -125229.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -125242.554688 Penalty: 704.913391
	Iteration 13Q: 3 clusters Score -125242.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -125255.312500 Penalty: 704.913391
	Iteration 14Q: 3 clusters Score -125255.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -125266.132812 Penalty: 704.913391
	Iteration 15Q: 3 clusters Score -125266.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -125272.906250 Penalty: 704.913391
	Iteration 16Q: 3 clusters Score -125272.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -125276.171875 Penalty: 704.913391
	Iteration 17Q: 3 clusters Score -125276.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -125276.898438 Penalty: 704.913391
	Iteration 18Q: 3 clusters Score -125276.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -125278.312500 Penalty: 704.913391
	Iteration 19Q: 3 clusters Score -125278.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -125279.992188 Penalty: 704.913391
	Iteration 20F: 3 clusters Score -125280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -125281.171875 Penalty: 704.913391
	Iteration 21Q: 3 clusters Score -125281.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -125281.679688 Penalty: 704.913391
	Iteration 22Q: 3 clusters Score -125281.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -125281.835938 Penalty: 704.913391
	Iteration 23Q: 3 clusters Score -125281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -125282.148438 Penalty: 704.913391
	Iteration 24Q: 3 clusters Score -125282.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -125282.101562 Penalty: 704.913391
	Iteration 25Q: 3 clusters Score -125282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -125282.101562 Penalty: 704.913391
	Iteration 26F: 3 clusters Score -125282.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -22264.046875 Penalty: 275.583679
	Iteration 0F: 2 clusters Score -22264.05 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 187 members 
Entering Unmasked Estep 
Score: -21810.884766 Penalty: 551.167358
	Iteration 0F: 3 clusters Score -21810.88 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21906.314453 Penalty: 551.167358
	Iteration 1F: 3 clusters Score -21906.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21945.482422 Penalty: 551.167358
	Iteration 2F: 3 clusters Score -21945.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21970.681641 Penalty: 551.167358
	Iteration 3F: 3 clusters Score -21970.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21984.187500 Penalty: 551.167358
	Iteration 4Q: 3 clusters Score -21984.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21990.699219 Penalty: 551.167358
	Iteration 5Q: 3 clusters Score -21990.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21995.316406 Penalty: 551.167358
	Iteration 6Q: 3 clusters Score -21995.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22001.207031 Penalty: 551.167358
	Iteration 7Q: 3 clusters Score -22001.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22005.355469 Penalty: 551.167358
	Iteration 8Q: 3 clusters Score -22005.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22007.724609 Penalty: 551.167358
	Iteration 9Q: 3 clusters Score -22007.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -22009.207031 Penalty: 551.167358
	Iteration 10Q: 3 clusters Score -22009.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -22013.066406 Penalty: 551.167358
	Iteration 11Q: 3 clusters Score -22013.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -22013.810547 Penalty: 551.167358
	Iteration 12Q: 3 clusters Score -22013.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -22013.810547 Penalty: 551.167358
	Iteration 13F: 3 clusters Score -22013.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Entering Unmasked Estep 
Score: -708113.375000 Penalty: 429.970825
	Iteration 0F: 2 clusters Score -708113.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -699647.687500 Penalty: 859.941650
	Iteration 0F: 3 clusters Score -699647.7 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -703112.375000 Penalty: 859.941650
	Iteration 1F: 3 clusters Score -703112.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -703454.187500 Penalty: 859.941650
	Iteration 2F: 3 clusters Score -703454.2 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -704019.000000 Penalty: 859.941650
	Iteration 3F: 3 clusters Score -704019 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -704809.062500 Penalty: 859.941650
	Iteration 4F: 3 clusters Score -704809.1 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -705780.937500 Penalty: 859.941650
	Iteration 5F: 3 clusters Score -705780.9 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -706577.625000 Penalty: 859.941650
	Iteration 6F: 3 clusters Score -706577.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -706981.812500 Penalty: 859.941650
	Iteration 7F: 3 clusters Score -706981.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -707166.000000 Penalty: 859.941650
	Iteration 8Q: 3 clusters Score -707166 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -707294.250000 Penalty: 859.941650
	Iteration 9Q: 3 clusters Score -707294.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -707392.750000 Penalty: 859.941650
	Iteration 10Q: 3 clusters Score -707392.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -707464.250000 Penalty: 859.941650
	Iteration 11Q: 3 clusters Score -707464.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -707522.000000 Penalty: 859.941650
	Iteration 12Q: 3 clusters Score -707522 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -707559.375000 Penalty: 859.941650
	Iteration 13Q: 3 clusters Score -707559.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -707583.500000 Penalty: 859.941650
	Iteration 14Q: 3 clusters Score -707583.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -707598.312500 Penalty: 859.941650
	Iteration 15Q: 3 clusters Score -707598.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -707620.312500 Penalty: 859.941650
	Iteration 16Q: 3 clusters Score -707620.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -707639.437500 Penalty: 859.941650
	Iteration 17Q: 3 clusters Score -707639.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -707653.250000 Penalty: 859.941650
	Iteration 18Q: 3 clusters Score -707653.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -707666.125000 Penalty: 859.941650
	Iteration 19Q: 3 clusters Score -707666.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -707682.187500 Penalty: 859.941650
	Iteration 20F: 3 clusters Score -707682.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -707689.875000 Penalty: 859.941650
	Iteration 21Q: 3 clusters Score -707689.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -707697.250000 Penalty: 859.941650
	Iteration 22Q: 3 clusters Score -707697.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -707708.500000 Penalty: 859.941650
	Iteration 23Q: 3 clusters Score -707708.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -707717.625000 Penalty: 859.941650
	Iteration 24Q: 3 clusters Score -707717.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -707730.812500 Penalty: 859.941650
	Iteration 25Q: 3 clusters Score -707730.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -707743.500000 Penalty: 859.941650
	Iteration 26Q: 3 clusters Score -707743.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -707755.562500 Penalty: 859.941650
	Iteration 27Q: 3 clusters Score -707755.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -707765.000000 Penalty: 859.941650
	Iteration 28Q: 3 clusters Score -707765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -707770.687500 Penalty: 859.941650
	Iteration 29Q: 3 clusters Score -707770.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -707780.812500 Penalty: 859.941650
	Iteration 30Q: 3 clusters Score -707780.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -707790.875000 Penalty: 859.941650
	Iteration 31Q: 3 clusters Score -707790.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -707795.750000 Penalty: 859.941650
	Iteration 32Q: 3 clusters Score -707795.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -707801.750000 Penalty: 859.941650
	Iteration 33Q: 3 clusters Score -707801.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -707806.937500 Penalty: 859.941650
	Iteration 34Q: 3 clusters Score -707806.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -707813.062500 Penalty: 859.941650
	Iteration 35Q: 3 clusters Score -707813.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -707814.437500 Penalty: 859.941650
	Iteration 36Q: 3 clusters Score -707814.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -707818.812500 Penalty: 859.941650
	Iteration 37Q: 3 clusters Score -707818.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -707821.750000 Penalty: 859.941650
	Iteration 38Q: 3 clusters Score -707821.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -707823.000000 Penalty: 859.941650
	Iteration 39Q: 3 clusters Score -707823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -707827.312500 Penalty: 859.941650
	Iteration 40F: 3 clusters Score -707827.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -707831.125000 Penalty: 859.941650
	Iteration 41Q: 3 clusters Score -707831.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -707835.875000 Penalty: 859.941650
	Iteration 42Q: 3 clusters Score -707835.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -707838.562500 Penalty: 859.941650
	Iteration 43Q: 3 clusters Score -707838.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -707841.125000 Penalty: 859.941650
	Iteration 44Q: 3 clusters Score -707841.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -707843.000000 Penalty: 859.941650
	Iteration 45Q: 3 clusters Score -707843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -707844.875000 Penalty: 859.941650
	Iteration 46Q: 3 clusters Score -707844.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -707852.250000 Penalty: 859.941650
	Iteration 47Q: 3 clusters Score -707852.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -707853.375000 Penalty: 859.941650
	Iteration 48Q: 3 clusters Score -707853.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -707859.000000 Penalty: 859.941650
	Iteration 49Q: 3 clusters Score -707859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -707859.750000 Penalty: 859.941650
	Iteration 50Q: 3 clusters Score -707859.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -707866.062500 Penalty: 859.941650
	Iteration 51Q: 3 clusters Score -707866.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -707869.500000 Penalty: 859.941650
	Iteration 52Q: 3 clusters Score -707869.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -707877.937500 Penalty: 859.941650
	Iteration 53Q: 3 clusters Score -707877.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -707881.500000 Penalty: 859.941650
	Iteration 54Q: 3 clusters Score -707881.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -707888.125000 Penalty: 859.941650
	Iteration 55Q: 3 clusters Score -707888.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -707892.500000 Penalty: 859.941650
	Iteration 56Q: 3 clusters Score -707892.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -707897.312500 Penalty: 859.941650
	Iteration 57Q: 3 clusters Score -707897.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -707903.625000 Penalty: 859.941650
	Iteration 58Q: 3 clusters Score -707903.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -707904.625000 Penalty: 859.941650
	Iteration 59Q: 3 clusters Score -707904.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -707908.937500 Penalty: 859.941650
	Iteration 60F: 3 clusters Score -707908.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -707913.125000 Penalty: 859.941650
	Iteration 61Q: 3 clusters Score -707913.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -707915.500000 Penalty: 859.941650
	Iteration 62Q: 3 clusters Score -707915.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -707917.750000 Penalty: 859.941650
	Iteration 63Q: 3 clusters Score -707917.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -707919.437500 Penalty: 859.941650
	Iteration 64Q: 3 clusters Score -707919.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -707921.750000 Penalty: 859.941650
	Iteration 65Q: 3 clusters Score -707921.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -707922.687500 Penalty: 859.941650
	Iteration 66Q: 3 clusters Score -707922.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -707924.625000 Penalty: 859.941650
	Iteration 67Q: 3 clusters Score -707924.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -707925.750000 Penalty: 859.941650
	Iteration 68Q: 3 clusters Score -707925.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -707927.812500 Penalty: 859.941650
	Iteration 69Q: 3 clusters Score -707927.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -707929.000000 Penalty: 859.941650
	Iteration 70Q: 3 clusters Score -707929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -707930.312500 Penalty: 859.941650
	Iteration 71Q: 3 clusters Score -707930.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -707930.562500 Penalty: 859.941650
	Iteration 72Q: 3 clusters Score -707930.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -707932.750000 Penalty: 859.941650
	Iteration 73Q: 3 clusters Score -707932.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -707934.375000 Penalty: 859.941650
	Iteration 74Q: 3 clusters Score -707934.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -707936.375000 Penalty: 859.941650
	Iteration 75Q: 3 clusters Score -707936.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -707938.562500 Penalty: 859.941650
	Iteration 76Q: 3 clusters Score -707938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -707938.687500 Penalty: 859.941650
	Iteration 77Q: 3 clusters Score -707938.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -707940.062500 Penalty: 859.941650
	Iteration 78Q: 3 clusters Score -707940.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -707941.562500 Penalty: 859.941650
	Iteration 79Q: 3 clusters Score -707941.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -707946.437500 Penalty: 859.941650
	Iteration 80F: 3 clusters Score -707946.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -707948.312500 Penalty: 859.941650
	Iteration 81Q: 3 clusters Score -707948.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -707949.812500 Penalty: 859.941650
	Iteration 82Q: 3 clusters Score -707949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -707950.437500 Penalty: 859.941650
	Iteration 83Q: 3 clusters Score -707950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -707950.812500 Penalty: 859.941650
	Iteration 84Q: 3 clusters Score -707950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -707950.500000 Penalty: 859.941650
	Iteration 85Q: 3 clusters Score -707950.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -707950.375000 Penalty: 859.941650
	Iteration 86Q: 3 clusters Score -707950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -707950.437500 Penalty: 859.941650
	Iteration 87Q: 3 clusters Score -707950.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -707950.437500 Penalty: 859.941650
	Iteration 88F: 3 clusters Score -707950.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -7199.431152 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -7199.431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6909.367188 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -6909.367 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7057.330566 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -7057.331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7110.305664 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -7110.306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7150.884277 Penalty: 486.152405
	Iteration 3F: 3 clusters Score -7150.884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7190.996582 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -7190.997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7209.846191 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -7209.846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7241.193848 Penalty: 486.152405
	Iteration 6F: 3 clusters Score -7241.194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7257.764160 Penalty: 486.152405
	Iteration 7Q: 3 clusters Score -7257.764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7271.001953 Penalty: 486.152405
	Iteration 8Q: 3 clusters Score -7271.002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7277.723633 Penalty: 486.152405
	Iteration 9Q: 3 clusters Score -7277.724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7278.380371 Penalty: 486.152405
	Iteration 10Q: 3 clusters Score -7278.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7278.380371 Penalty: 486.152405
	Iteration 11F: 3 clusters Score -7278.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36467 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158276 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7598 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 114 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 2361 members 
Mstep: Class 28 contains 282093 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 95 members 
Entering Unmasked Estep 
Score: -27469332.000000 Penalty: 21605.181641
Splitting cluster 22 changes total score from -27469612.000000 to -27469332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -35426.746094 Penalty: 302.351654
	Iteration 0F: 2 clusters Score -35426.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -34763.941406 Penalty: 604.703308
	Iteration 0F: 3 clusters Score -34763.94 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -34991.527344 Penalty: 604.703308
	Iteration 1F: 3 clusters Score -34991.53 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35061.976562 Penalty: 604.703308
	Iteration 2F: 3 clusters Score -35061.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35107.910156 Penalty: 604.703308
	Iteration 3F: 3 clusters Score -35107.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35142.757812 Penalty: 604.703308
	Iteration 4Q: 3 clusters Score -35142.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35157.523438 Penalty: 604.703308
	Iteration 5Q: 3 clusters Score -35157.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -35166.652344 Penalty: 604.703308
	Iteration 6Q: 3 clusters Score -35166.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35175.187500 Penalty: 604.703308
	Iteration 7Q: 3 clusters Score -35175.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35182.441406 Penalty: 604.703308
	Iteration 8Q: 3 clusters Score -35182.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -35188.621094 Penalty: 604.703308
	Iteration 9Q: 3 clusters Score -35188.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35192.433594 Penalty: 604.703308
	Iteration 10Q: 3 clusters Score -35192.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35197.027344 Penalty: 604.703308
	Iteration 11Q: 3 clusters Score -35197.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35203.929688 Penalty: 604.703308
	Iteration 12Q: 3 clusters Score -35203.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35206.250000 Penalty: 604.703308
	Iteration 13Q: 3 clusters Score -35206.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35206.898438 Penalty: 604.703308
	Iteration 14Q: 3 clusters Score -35206.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35206.898438 Penalty: 604.703308
	Iteration 15F: 3 clusters Score -35206.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -7823.017578 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -7823.018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7565.611816 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -7565.612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7628.901855 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -7628.902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7641.512207 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -7641.512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7653.065918 Penalty: 471.542328
	Iteration 3F: 3 clusters Score -7653.066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7659.768555 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -7659.769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7661.200195 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -7661.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7662.309570 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -7662.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7662.743164 Penalty: 471.542328
	Iteration 7Q: 3 clusters Score -7662.743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7665.187988 Penalty: 471.542328
	Iteration 8Q: 3 clusters Score -7665.188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7668.716797 Penalty: 471.542328
	Iteration 9Q: 3 clusters Score -7668.717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7672.283691 Penalty: 471.542328
	Iteration 10Q: 3 clusters Score -7672.284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7673.742676 Penalty: 471.542328
	Iteration 11Q: 3 clusters Score -7673.743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7674.428223 Penalty: 471.542328
	Iteration 12Q: 3 clusters Score -7674.428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7674.428223 Penalty: 471.542328
	Iteration 13F: 3 clusters Score -7674.428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -43672.000000 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -43672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -42945.054688 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -42945.05 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -43188.007812 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -43188.01 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -43265.125000 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -43265.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43321.945312 Penalty: 612.739563
	Iteration 3F: 3 clusters Score -43321.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43366.554688 Penalty: 612.739563
	Iteration 4F: 3 clusters Score -43366.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43396.132812 Penalty: 612.739563
	Iteration 5Q: 3 clusters Score -43396.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43423.667969 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -43423.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43436.746094 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -43436.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43448.679688 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -43448.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43461.125000 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -43461.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43469.519531 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -43469.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43477.421875 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -43477.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43481.238281 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -43481.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43482.765625 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -43482.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43483.113281 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -43483.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43484.894531 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -43484.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43488.437500 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -43488.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43490.187500 Penalty: 612.739563
	Iteration 17Q: 3 clusters Score -43490.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43492.304688 Penalty: 612.739563
	Iteration 18Q: 3 clusters Score -43492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43494.054688 Penalty: 612.739563
	Iteration 19Q: 3 clusters Score -43494.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43494.902344 Penalty: 612.739563
	Iteration 20F: 3 clusters Score -43494.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -23253.634766 Penalty: 285.071198
	Iteration 0F: 2 clusters Score -23253.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22759.384766 Penalty: 570.142395
	Iteration 0F: 3 clusters Score -22759.38 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -22926.283203 Penalty: 570.142395
	Iteration 1F: 3 clusters Score -22926.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -22964.929688 Penalty: 570.142395
	Iteration 2F: 3 clusters Score -22964.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22975.318359 Penalty: 570.142395
	Iteration 3Q: 3 clusters Score -22975.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22985.208984 Penalty: 570.142395
	Iteration 4Q: 3 clusters Score -22985.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22996.039062 Penalty: 570.142395
	Iteration 5Q: 3 clusters Score -22996.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23008.568359 Penalty: 570.142395
	Iteration 6Q: 3 clusters Score -23008.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23015.472656 Penalty: 570.142395
	Iteration 7Q: 3 clusters Score -23015.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23019.820312 Penalty: 570.142395
	Iteration 8Q: 3 clusters Score -23019.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23020.787109 Penalty: 570.142395
	Iteration 9Q: 3 clusters Score -23020.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23020.787109 Penalty: 570.142395
	Iteration 10F: 3 clusters Score -23020.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -125320.890625 Penalty: 353.391235
	Iteration 0F: 2 clusters Score -125320.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -123661.429688 Penalty: 706.782471
	Iteration 0F: 3 clusters Score -123661.4 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -124302.109375 Penalty: 706.782471
	Iteration 1F: 3 clusters Score -124302.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -124461.476562 Penalty: 706.782471
	Iteration 2F: 3 clusters Score -124461.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -124603.664062 Penalty: 706.782471
	Iteration 3F: 3 clusters Score -124603.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -124756.125000 Penalty: 706.782471
	Iteration 4F: 3 clusters Score -124756.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -124895.976562 Penalty: 706.782471
	Iteration 5F: 3 clusters Score -124896 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -124980.250000 Penalty: 706.782471
	Iteration 6Q: 3 clusters Score -124980.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -125046.851562 Penalty: 706.782471
	Iteration 7Q: 3 clusters Score -125046.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -125089.437500 Penalty: 706.782471
	Iteration 8Q: 3 clusters Score -125089.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -125115.773438 Penalty: 706.782471
	Iteration 9Q: 3 clusters Score -125115.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -125138.718750 Penalty: 706.782471
	Iteration 10Q: 3 clusters Score -125138.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -125174.929688 Penalty: 706.782471
	Iteration 11Q: 3 clusters Score -125174.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -125211.835938 Penalty: 706.782471
	Iteration 12Q: 3 clusters Score -125211.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -125249.992188 Penalty: 706.782471
	Iteration 13Q: 3 clusters Score -125250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -125297.085938 Penalty: 706.782471
	Iteration 14Q: 3 clusters Score -125297.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -125339.804688 Penalty: 706.782471
	Iteration 15Q: 3 clusters Score -125339.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -125373.210938 Penalty: 706.782471
	Iteration 16Q: 3 clusters Score -125373.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -125393.445312 Penalty: 706.782471
	Iteration 17Q: 3 clusters Score -125393.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -125405.585938 Penalty: 706.782471
	Iteration 18Q: 3 clusters Score -125405.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -125416.367188 Penalty: 706.782471
	Iteration 19Q: 3 clusters Score -125416.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -125422.437500 Penalty: 706.782471
	Iteration 20F: 3 clusters Score -125422.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -125427.289062 Penalty: 706.782471
	Iteration 21Q: 3 clusters Score -125427.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -125430.929688 Penalty: 706.782471
	Iteration 22Q: 3 clusters Score -125430.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -125435.734375 Penalty: 706.782471
	Iteration 23Q: 3 clusters Score -125435.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -125439.304688 Penalty: 706.782471
	Iteration 24Q: 3 clusters Score -125439.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -125443.812500 Penalty: 706.782471
	Iteration 25Q: 3 clusters Score -125443.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -125446.031250 Penalty: 706.782471
	Iteration 26Q: 3 clusters Score -125446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -125446.875000 Penalty: 706.782471
	Iteration 27Q: 3 clusters Score -125446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -125447.695312 Penalty: 706.782471
	Iteration 28Q: 3 clusters Score -125447.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -125448.382812 Penalty: 706.782471
	Iteration 29Q: 3 clusters Score -125448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -125449.765625 Penalty: 706.782471
	Iteration 30Q: 3 clusters Score -125449.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -125450.437500 Penalty: 706.782471
	Iteration 31Q: 3 clusters Score -125450.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -125450.960938 Penalty: 706.782471
	Iteration 32Q: 3 clusters Score -125451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -125451.523438 Penalty: 706.782471
	Iteration 33Q: 3 clusters Score -125451.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -125451.523438 Penalty: 706.782471
	Iteration 34F: 3 clusters Score -125451.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2585 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 111 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 36467 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 129 members 
Mstep: Class 14 contains 158276 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 7598 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 282093 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1056 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 302 members 
Mstep: Class 36 contains 860 members 
Entering Unmasked Estep 
Score: -27469468.000000 Penalty: 21605.181641
Splitting cluster 27 changes total score from -27469612.000000 to -27469468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (282093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282093 members 
Entering Unmasked Estep 
Score: -14961973.000000 Penalty: 571.024597
	Iteration 0F: 2 clusters Score -1.496197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140636 members 
Mstep: Class 2 contains 141457 members 
Entering Unmasked Estep 
Score: -14775741.000000 Penalty: 1142.049194
	Iteration 0F: 3 clusters Score -1.477574e+07 nChanged 139060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123672 members 
Mstep: Class 2 contains 158421 members 
Entering Unmasked Estep 
Score: -14865990.000000 Penalty: 1142.049194
	Iteration 1F: 3 clusters Score -1.486599e+07 nChanged 13963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114937 members 
Mstep: Class 2 contains 167156 members 
Entering Unmasked Estep 
Score: -14872200.000000 Penalty: 1142.049194
	Iteration 2Q: 3 clusters Score -1.48722e+07 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103315 members 
Mstep: Class 2 contains 178778 members 
Entering Unmasked Estep 
Score: -14882174.000000 Penalty: 1142.049194
	Iteration 3F: 3 clusters Score -1.488217e+07 nChanged 19188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89755 members 
Mstep: Class 2 contains 192338 members 
Entering Unmasked Estep 
Score: -14896320.000000 Penalty: 1142.049194
	Iteration 4F: 3 clusters Score -1.489632e+07 nChanged 18881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 204583 members 
Entering Unmasked Estep 
Score: -14912132.000000 Penalty: 1142.049194
	Iteration 5F: 3 clusters Score -1.491213e+07 nChanged 15793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 212902 members 
Entering Unmasked Estep 
Score: -14923969.000000 Penalty: 1142.049194
	Iteration 6F: 3 clusters Score -1.492397e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 218304 members 
Entering Unmasked Estep 
Score: -14929270.000000 Penalty: 1142.049194
	Iteration 7Q: 3 clusters Score -1.492927e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 222978 members 
Entering Unmasked Estep 
Score: -14931677.000000 Penalty: 1142.049194
	Iteration 8Q: 3 clusters Score -1.493168e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 227378 members 
Entering Unmasked Estep 
Score: -14933296.000000 Penalty: 1142.049194
	Iteration 9Q: 3 clusters Score -1.49333e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 231675 members 
Entering Unmasked Estep 
Score: -14934908.000000 Penalty: 1142.049194
	Iteration 10Q: 3 clusters Score -1.493491e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 235871 members 
Entering Unmasked Estep 
Score: -14936540.000000 Penalty: 1142.049194
	Iteration 11Q: 3 clusters Score -1.493654e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 240012 members 
Entering Unmasked Estep 
Score: -14938213.000000 Penalty: 1142.049194
	Iteration 12Q: 3 clusters Score -1.493821e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 244094 members 
Entering Unmasked Estep 
Score: -14939932.000000 Penalty: 1142.049194
	Iteration 13Q: 3 clusters Score -1.493993e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 247984 members 
Entering Unmasked Estep 
Score: -14941726.000000 Penalty: 1142.049194
	Iteration 14Q: 3 clusters Score -1.494173e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 251822 members 
Entering Unmasked Estep 
Score: -14943725.000000 Penalty: 1142.049194
	Iteration 15Q: 3 clusters Score -1.494372e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 255534 members 
Entering Unmasked Estep 
Score: -14945550.000000 Penalty: 1142.049194
	Iteration 16Q: 3 clusters Score -1.494555e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 259067 members 
Entering Unmasked Estep 
Score: -14947364.000000 Penalty: 1142.049194
	Iteration 17Q: 3 clusters Score -1.494736e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 262412 members 
Entering Unmasked Estep 
Score: -14949261.000000 Penalty: 1142.049194
	Iteration 18Q: 3 clusters Score -1.494926e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 265527 members 
Entering Unmasked Estep 
Score: -14951357.000000 Penalty: 1142.049194
	Iteration 19Q: 3 clusters Score -1.495136e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 268340 members 
Entering Unmasked Estep 
Score: -14953778.000000 Penalty: 1142.049194
	Iteration 20F: 3 clusters Score -1.495378e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 270954 members 
Entering Unmasked Estep 
Score: -14955888.000000 Penalty: 1142.049194
	Iteration 21Q: 3 clusters Score -1.495589e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 273237 members 
Entering Unmasked Estep 
Score: -14957523.000000 Penalty: 1142.049194
	Iteration 22Q: 3 clusters Score -1.495752e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 275206 members 
Entering Unmasked Estep 
Score: -14958611.000000 Penalty: 1142.049194
	Iteration 23Q: 3 clusters Score -1.495861e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 276820 members 
Entering Unmasked Estep 
Score: -14959504.000000 Penalty: 1142.049194
	Iteration 24Q: 3 clusters Score -1.49595e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 278172 members 
Entering Unmasked Estep 
Score: -14960178.000000 Penalty: 1142.049194
	Iteration 25Q: 3 clusters Score -1.496018e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 279173 members 
Entering Unmasked Estep 
Score: -14960654.000000 Penalty: 1142.049194
	Iteration 26Q: 3 clusters Score -1.496065e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 279924 members 
Entering Unmasked Estep 
Score: -14961038.000000 Penalty: 1142.049194
	Iteration 27Q: 3 clusters Score -1.496104e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 280464 members 
Entering Unmasked Estep 
Score: -14961256.000000 Penalty: 1142.049194
	Iteration 28Q: 3 clusters Score -1.496126e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 280840 members 
Entering Unmasked Estep 
Score: -14961386.000000 Penalty: 1142.049194
	Iteration 29Q: 3 clusters Score -1.496139e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 281076 members 
Entering Unmasked Estep 
Score: -14961411.000000 Penalty: 1142.049194
	Iteration 30Q: 3 clusters Score -1.496141e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 281247 members 
Entering Unmasked Estep 
Score: -14961492.000000 Penalty: 1142.049194
	Iteration 31Q: 3 clusters Score -1.496149e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 281367 members 
Entering Unmasked Estep 
Score: -14961577.000000 Penalty: 1142.049194
	Iteration 32Q: 3 clusters Score -1.496158e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 281446 members 
Entering Unmasked Estep 
Score: -14961604.000000 Penalty: 1142.049194
	Iteration 33Q: 3 clusters Score -1.49616e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 281513 members 
Entering Unmasked Estep 
Score: -14961612.000000 Penalty: 1142.049194
	Iteration 34Q: 3 clusters Score -1.496161e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 281558 members 
Entering Unmasked Estep 
Score: -14961614.000000 Penalty: 1142.049194
	Iteration 35Q: 3 clusters Score -1.496161e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 281584 members 
Entering Unmasked Estep 
Score: -14961605.000000 Penalty: 1142.049194
	Iteration 36Q: 3 clusters Score -1.49616e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 281603 members 
Entering Unmasked Estep 
Score: -14961621.000000 Penalty: 1142.049194
	Iteration 37Q: 3 clusters Score -1.496162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 281611 members 
Entering Unmasked Estep 
Score: -14961632.000000 Penalty: 1142.049194
	Iteration 38Q: 3 clusters Score -1.496163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 281613 members 
Entering Unmasked Estep 
Score: -14961636.000000 Penalty: 1142.049194
	Iteration 39Q: 3 clusters Score -1.496164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 281617 members 
Entering Unmasked Estep 
Score: -14961630.000000 Penalty: 1142.049194
	Iteration 40F: 3 clusters Score -1.496163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 281624 members 
Entering Unmasked Estep 
Score: -14961631.000000 Penalty: 1142.049194
	Iteration 41Q: 3 clusters Score -1.496163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 281631 members 
Entering Unmasked Estep 
Score: -14961641.000000 Penalty: 1142.049194
	Iteration 42Q: 3 clusters Score -1.496164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 281633 members 
Entering Unmasked Estep 
Score: -14961632.000000 Penalty: 1142.049194
	Iteration 43Q: 3 clusters Score -1.496163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 281637 members 
Entering Unmasked Estep 
Score: -14961643.000000 Penalty: 1142.049194
	Iteration 44Q: 3 clusters Score -1.496164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 281645 members 
Entering Unmasked Estep 
Score: -14961652.000000 Penalty: 1142.049194
	Iteration 45Q: 3 clusters Score -1.496165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 281647 members 
Entering Unmasked Estep 
Score: -14961654.000000 Penalty: 1142.049194
	Iteration 46Q: 3 clusters Score -1.496165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 281651 members 
Entering Unmasked Estep 
Score: -14961661.000000 Penalty: 1142.049194
	Iteration 47Q: 3 clusters Score -1.496166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 281654 members 
Entering Unmasked Estep 
Score: -14961663.000000 Penalty: 1142.049194
	Iteration 48Q: 3 clusters Score -1.496166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 281656 members 
Entering Unmasked Estep 
Score: -14961655.000000 Penalty: 1142.049194
	Iteration 49Q: 3 clusters Score -1.496166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 281656 members 
Entering Unmasked Estep 
Score: -14961655.000000 Penalty: 1142.049194
	Iteration 50F: 3 clusters Score -1.496166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -15669.908203 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -15669.91 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 176 members 
Entering Unmasked Estep 
Score: -15303.860352 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -15303.86 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15422.000977 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -15422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15460.230469 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -15460.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15484.689453 Penalty: 535.128540
	Iteration 3F: 3 clusters Score -15484.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -15504.604492 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -15504.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15523.463867 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -15523.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -15542.878906 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -15542.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -15559.296875 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -15559.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -15570.506836 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -15570.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -15576.497070 Penalty: 535.128540
	Iteration 9Q: 3 clusters Score -15576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -15583.259766 Penalty: 535.128540
	Iteration 10Q: 3 clusters Score -15583.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -15592.430664 Penalty: 535.128540
	Iteration 11Q: 3 clusters Score -15592.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -15593.796875 Penalty: 535.128540
	Iteration 12Q: 3 clusters Score -15593.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -15593.796875 Penalty: 535.128540
	Iteration 13F: 3 clusters Score -15593.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -47187.496094 Penalty: 316.782074
	Iteration 0F: 2 clusters Score -47187.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -46357.871094 Penalty: 633.564148
	Iteration 0F: 3 clusters Score -46357.87 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -46673.160156 Penalty: 633.564148
	Iteration 1F: 3 clusters Score -46673.16 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -46772.031250 Penalty: 633.564148
	Iteration 2F: 3 clusters Score -46772.03 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -46863.574219 Penalty: 633.564148
	Iteration 3F: 3 clusters Score -46863.57 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -46936.644531 Penalty: 633.564148
	Iteration 4F: 3 clusters Score -46936.64 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -46983.289062 Penalty: 633.564148
	Iteration 5F: 3 clusters Score -46983.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -47005.984375 Penalty: 633.564148
	Iteration 6Q: 3 clusters Score -47005.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -47014.933594 Penalty: 633.564148
	Iteration 7Q: 3 clusters Score -47014.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -47022.234375 Penalty: 633.564148
	Iteration 8Q: 3 clusters Score -47022.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -47029.855469 Penalty: 633.564148
	Iteration 9Q: 3 clusters Score -47029.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -47039.890625 Penalty: 633.564148
	Iteration 10Q: 3 clusters Score -47039.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -47054.289062 Penalty: 633.564148
	Iteration 11Q: 3 clusters Score -47054.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -47071.214844 Penalty: 633.564148
	Iteration 12Q: 3 clusters Score -47071.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -47082.578125 Penalty: 633.564148
	Iteration 13Q: 3 clusters Score -47082.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -47095.531250 Penalty: 633.564148
	Iteration 14Q: 3 clusters Score -47095.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -47106.179688 Penalty: 633.564148
	Iteration 15Q: 3 clusters Score -47106.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -47116.777344 Penalty: 633.564148
	Iteration 16Q: 3 clusters Score -47116.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -47124.902344 Penalty: 633.564148
	Iteration 17Q: 3 clusters Score -47124.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -47134.097656 Penalty: 633.564148
	Iteration 18Q: 3 clusters Score -47134.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47140.242188 Penalty: 633.564148
	Iteration 19Q: 3 clusters Score -47140.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47142.968750 Penalty: 633.564148
	Iteration 20F: 3 clusters Score -47142.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -47144.601562 Penalty: 633.564148
	Iteration 21Q: 3 clusters Score -47144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47145.878906 Penalty: 633.564148
	Iteration 22Q: 3 clusters Score -47145.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -47146.957031 Penalty: 633.564148
	Iteration 23Q: 3 clusters Score -47146.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47149.015625 Penalty: 633.564148
	Iteration 24Q: 3 clusters Score -47149.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47150.164062 Penalty: 633.564148
	Iteration 25Q: 3 clusters Score -47150.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47150.570312 Penalty: 633.564148
	Iteration 26Q: 3 clusters Score -47150.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47150.570312 Penalty: 633.564148
	Iteration 27F: 3 clusters Score -47150.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -12482.722656 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -12482.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12166.988281 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -12166.99 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12251.172852 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -12251.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12293.058594 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -12293.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12313.656250 Penalty: 505.319305
	Iteration 3F: 3 clusters Score -12313.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12326.227539 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -12326.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12340.978516 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -12340.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12349.612305 Penalty: 505.319305
	Iteration 6Q: 3 clusters Score -12349.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12350.415039 Penalty: 505.319305
	Iteration 7Q: 3 clusters Score -12350.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12350.415039 Penalty: 505.319305
	Iteration 8F: 3 clusters Score -12350.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Entering Unmasked Estep 
Score: -387441.687500 Penalty: 407.554993
	Iteration 0F: 2 clusters Score -387441.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -382317.562500 Penalty: 815.109985
	Iteration 0F: 3 clusters Score -382317.6 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -384534.156250 Penalty: 815.109985
	Iteration 1F: 3 clusters Score -384534.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -384939.093750 Penalty: 815.109985
	Iteration 2F: 3 clusters Score -384939.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -385478.531250 Penalty: 815.109985
	Iteration 3F: 3 clusters Score -385478.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -385978.375000 Penalty: 815.109985
	Iteration 4F: 3 clusters Score -385978.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -386392.812500 Penalty: 815.109985
	Iteration 5F: 3 clusters Score -386392.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -386712.937500 Penalty: 815.109985
	Iteration 6F: 3 clusters Score -386712.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -386887.312500 Penalty: 815.109985
	Iteration 7Q: 3 clusters Score -386887.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -386978.656250 Penalty: 815.109985
	Iteration 8Q: 3 clusters Score -386978.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -387018.156250 Penalty: 815.109985
	Iteration 9Q: 3 clusters Score -387018.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -387043.093750 Penalty: 815.109985
	Iteration 10Q: 3 clusters Score -387043.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -387056.812500 Penalty: 815.109985
	Iteration 11Q: 3 clusters Score -387056.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -387065.687500 Penalty: 815.109985
	Iteration 12Q: 3 clusters Score -387065.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -387073.875000 Penalty: 815.109985
	Iteration 13Q: 3 clusters Score -387073.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -387084.500000 Penalty: 815.109985
	Iteration 14Q: 3 clusters Score -387084.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -387092.812500 Penalty: 815.109985
	Iteration 15Q: 3 clusters Score -387092.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -387098.812500 Penalty: 815.109985
	Iteration 16Q: 3 clusters Score -387098.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -387103.312500 Penalty: 815.109985
	Iteration 17Q: 3 clusters Score -387103.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -387107.625000 Penalty: 815.109985
	Iteration 18Q: 3 clusters Score -387107.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -387114.750000 Penalty: 815.109985
	Iteration 19Q: 3 clusters Score -387114.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -387119.937500 Penalty: 815.109985
	Iteration 20F: 3 clusters Score -387119.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -387122.968750 Penalty: 815.109985
	Iteration 21Q: 3 clusters Score -387123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -387128.062500 Penalty: 815.109985
	Iteration 22Q: 3 clusters Score -387128.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -387132.250000 Penalty: 815.109985
	Iteration 23Q: 3 clusters Score -387132.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -387135.343750 Penalty: 815.109985
	Iteration 24Q: 3 clusters Score -387135.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -387139.625000 Penalty: 815.109985
	Iteration 25Q: 3 clusters Score -387139.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -387144.937500 Penalty: 815.109985
	Iteration 26Q: 3 clusters Score -387144.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -387151.781250 Penalty: 815.109985
	Iteration 27Q: 3 clusters Score -387151.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -387157.281250 Penalty: 815.109985
	Iteration 28Q: 3 clusters Score -387157.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -387162.843750 Penalty: 815.109985
	Iteration 29Q: 3 clusters Score -387162.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -387167.562500 Penalty: 815.109985
	Iteration 30Q: 3 clusters Score -387167.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -387171.343750 Penalty: 815.109985
	Iteration 31Q: 3 clusters Score -387171.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -387175.531250 Penalty: 815.109985
	Iteration 32Q: 3 clusters Score -387175.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -387180.375000 Penalty: 815.109985
	Iteration 33Q: 3 clusters Score -387180.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -387182.968750 Penalty: 815.109985
	Iteration 34Q: 3 clusters Score -387183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -387187.125000 Penalty: 815.109985
	Iteration 35Q: 3 clusters Score -387187.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -387191.750000 Penalty: 815.109985
	Iteration 36Q: 3 clusters Score -387191.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -387198.843750 Penalty: 815.109985
	Iteration 37Q: 3 clusters Score -387198.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -387204.343750 Penalty: 815.109985
	Iteration 38Q: 3 clusters Score -387204.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -387208.125000 Penalty: 815.109985
	Iteration 39Q: 3 clusters Score -387208.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -387211.593750 Penalty: 815.109985
	Iteration 40F: 3 clusters Score -387211.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -387216.062500 Penalty: 815.109985
	Iteration 41Q: 3 clusters Score -387216.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -387218.468750 Penalty: 815.109985
	Iteration 42Q: 3 clusters Score -387218.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -387220.937500 Penalty: 815.109985
	Iteration 43Q: 3 clusters Score -387220.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -387221.968750 Penalty: 815.109985
	Iteration 44Q: 3 clusters Score -387222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -387223.281250 Penalty: 815.109985
	Iteration 45Q: 3 clusters Score -387223.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -387225.250000 Penalty: 815.109985
	Iteration 46Q: 3 clusters Score -387225.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -387225.093750 Penalty: 815.109985
	Iteration 47Q: 3 clusters Score -387225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -387224.906250 Penalty: 815.109985
	Iteration 48Q: 3 clusters Score -387224.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -387226.625000 Penalty: 815.109985
	Iteration 49Q: 3 clusters Score -387226.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -387226.031250 Penalty: 815.109985
	Iteration 50Q: 3 clusters Score -387226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -387227.031250 Penalty: 815.109985
	Iteration 51Q: 3 clusters Score -387227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -387227.718750 Penalty: 815.109985
	Iteration 52Q: 3 clusters Score -387227.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -387228.812500 Penalty: 815.109985
	Iteration 53Q: 3 clusters Score -387228.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -387229.750000 Penalty: 815.109985
	Iteration 54Q: 3 clusters Score -387229.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -387229.562500 Penalty: 815.109985
	Iteration 55Q: 3 clusters Score -387229.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -387229.687500 Penalty: 815.109985
	Iteration 56Q: 3 clusters Score -387229.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -387229.718750 Penalty: 815.109985
	Iteration 57Q: 3 clusters Score -387229.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -387229.406250 Penalty: 815.109985
	Iteration 58Q: 3 clusters Score -387229.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -387230.281250 Penalty: 815.109985
	Iteration 59Q: 3 clusters Score -387230.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -387231.375000 Penalty: 815.109985
	Iteration 60F: 3 clusters Score -387231.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -387231.625000 Penalty: 815.109985
	Iteration 61Q: 3 clusters Score -387231.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -387231.187500 Penalty: 815.109985
	Iteration 62Q: 3 clusters Score -387231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -387232.062500 Penalty: 815.109985
	Iteration 63Q: 3 clusters Score -387232.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -387232.562500 Penalty: 815.109985
	Iteration 64Q: 3 clusters Score -387232.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -387233.437500 Penalty: 815.109985
	Iteration 65Q: 3 clusters Score -387233.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -387234.343750 Penalty: 815.109985
	Iteration 66Q: 3 clusters Score -387234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -387235.812500 Penalty: 815.109985
	Iteration 67Q: 3 clusters Score -387235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -387236.187500 Penalty: 815.109985
	Iteration 68Q: 3 clusters Score -387236.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -387236.750000 Penalty: 815.109985
	Iteration 69Q: 3 clusters Score -387236.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -387237.656250 Penalty: 815.109985
	Iteration 70Q: 3 clusters Score -387237.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -387239.500000 Penalty: 815.109985
	Iteration 71Q: 3 clusters Score -387239.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -387239.468750 Penalty: 815.109985
	Iteration 72Q: 3 clusters Score -387239.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -387240.250000 Penalty: 815.109985
	Iteration 73Q: 3 clusters Score -387240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -387240.343750 Penalty: 815.109985
	Iteration 74Q: 3 clusters Score -387240.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -387240.968750 Penalty: 815.109985
	Iteration 75Q: 3 clusters Score -387241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -387242.750000 Penalty: 815.109985
	Iteration 76Q: 3 clusters Score -387242.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -387243.531250 Penalty: 815.109985
	Iteration 77Q: 3 clusters Score -387243.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -387243.406250 Penalty: 815.109985
	Iteration 78Q: 3 clusters Score -387243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -387244.062500 Penalty: 815.109985
	Iteration 79Q: 3 clusters Score -387244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -387244.531250 Penalty: 815.109985
	Iteration 80F: 3 clusters Score -387244.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -387244.250000 Penalty: 815.109985
	Iteration 81Q: 3 clusters Score -387244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -387243.593750 Penalty: 815.109985
	Iteration 82Q: 3 clusters Score -387243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -387243.812500 Penalty: 815.109985
	Iteration 83Q: 3 clusters Score -387243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -387244.843750 Penalty: 815.109985
	Iteration 84Q: 3 clusters Score -387244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -387244.937500 Penalty: 815.109985
	Iteration 85Q: 3 clusters Score -387244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -387245.156250 Penalty: 815.109985
	Iteration 86Q: 3 clusters Score -387245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -387246.218750 Penalty: 815.109985
	Iteration 87Q: 3 clusters Score -387246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -387246.062500 Penalty: 815.109985
	Iteration 88Q: 3 clusters Score -387246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -387245.187500 Penalty: 815.109985
	Iteration 89Q: 3 clusters Score -387245.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -387246.125000 Penalty: 815.109985
	Iteration 90Q: 3 clusters Score -387246.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -387245.531250 Penalty: 815.109985
	Iteration 91Q: 3 clusters Score -387245.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -387246.843750 Penalty: 815.109985
	Iteration 92Q: 3 clusters Score -387246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -387247.062500 Penalty: 815.109985
	Iteration 93Q: 3 clusters Score -387247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -387247.500000 Penalty: 815.109985
	Iteration 94Q: 3 clusters Score -387247.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -387247.812500 Penalty: 815.109985
	Iteration 95Q: 3 clusters Score -387247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -387247.593750 Penalty: 815.109985
	Iteration 96Q: 3 clusters Score -387247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -387247.406250 Penalty: 815.109985
	Iteration 97Q: 3 clusters Score -387247.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -387247.406250 Penalty: 815.109985
	Iteration 98F: 3 clusters Score -387247.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -52398.628906 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -52398.63 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 507 members 
Entering Unmasked Estep 
Score: -51614.335938 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -51614.34 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -51880.507812 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -51880.51 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -51927.285156 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -51927.29 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -51970.488281 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -51970.49 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -52004.351562 Penalty: 627.599182
	Iteration 4Q: 3 clusters Score -52004.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -52038.839844 Penalty: 627.599182
	Iteration 5Q: 3 clusters Score -52038.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -52075.429688 Penalty: 627.599182
	Iteration 6Q: 3 clusters Score -52075.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -52104.285156 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -52104.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -52132.121094 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -52132.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -52145.265625 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -52145.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -52155.886719 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -52155.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -52159.902344 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -52159.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -52163.441406 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -52163.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52165.769531 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -52165.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52166.406250 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -52166.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -52167.195312 Penalty: 627.599182
	Iteration 15Q: 3 clusters Score -52167.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -52168.191406 Penalty: 627.599182
	Iteration 16Q: 3 clusters Score -52168.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -52168.191406 Penalty: 627.599182
	Iteration 17F: 3 clusters Score -52168.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -6827.642090 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -6827.642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6585.614258 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -6585.614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6654.621582 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -6654.622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6686.356445 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -6686.356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6729.853516 Penalty: 465.737427
	Iteration 3F: 3 clusters Score -6729.854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6795.246582 Penalty: 465.737427
	Iteration 4F: 3 clusters Score -6795.247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6805.206055 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -6805.206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6810.615234 Penalty: 465.737427
	Iteration 6Q: 3 clusters Score -6810.615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6815.571777 Penalty: 465.737427
	Iteration 7Q: 3 clusters Score -6815.572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6816.923828 Penalty: 465.737427
	Iteration 8Q: 3 clusters Score -6816.924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6818.610840 Penalty: 465.737427
	Iteration 9Q: 3 clusters Score -6818.611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6819.809570 Penalty: 465.737427
	Iteration 10Q: 3 clusters Score -6819.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6826.706543 Penalty: 465.737427
	Iteration 11Q: 3 clusters Score -6826.707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6826.706543 Penalty: 465.737427
	Iteration 12F: 3 clusters Score -6826.707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -13477.377930 Penalty: 259.824432
	Iteration 0F: 2 clusters Score -13477.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13119.813477 Penalty: 519.648865
	Iteration 0F: 3 clusters Score -13119.81 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13198.891602 Penalty: 519.648865
	Iteration 1F: 3 clusters Score -13198.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13218.132812 Penalty: 519.648865
	Iteration 2F: 3 clusters Score -13218.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13231.372070 Penalty: 519.648865
	Iteration 3Q: 3 clusters Score -13231.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13237.443359 Penalty: 519.648865
	Iteration 4Q: 3 clusters Score -13237.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13241.072266 Penalty: 519.648865
	Iteration 5Q: 3 clusters Score -13241.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13242.685547 Penalty: 519.648865
	Iteration 6Q: 3 clusters Score -13242.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13243.800781 Penalty: 519.648865
	Iteration 7Q: 3 clusters Score -13243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13244.394531 Penalty: 519.648865
	Iteration 8Q: 3 clusters Score -13244.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13244.394531 Penalty: 519.648865
	Iteration 9F: 3 clusters Score -13244.39 nChanged 0
--- Evaluating fit on full set of 1604928 points ---
Entering Unmasked Estep 
Score: -82565096.000000 Penalty: 22754.578125
24->36 Clusters: Score -82565096.000000, best is -82580248.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 534976 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 22313 members 
Mstep: Class 3 contains 22325 members 
Mstep: Class 4 contains 22254 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 22272 members 
Mstep: Class 7 contains 22174 members 
Mstep: Class 8 contains 22718 members 
Mstep: Class 9 contains 22339 members 
Mstep: Class 10 contains 22557 members 
Mstep: Class 11 contains 21885 members 
Mstep: Class 12 contains 22461 members 
Mstep: Class 13 contains 22230 members 
Mstep: Class 14 contains 22182 members 
Mstep: Class 15 contains 22614 members 
Mstep: Class 16 contains 22358 members 
Mstep: Class 17 contains 22368 members 
Mstep: Class 18 contains 22182 members 
Mstep: Class 19 contains 22188 members 
Mstep: Class 20 contains 22303 members 
Mstep: Class 21 contains 22263 members 
Mstep: Class 22 contains 22168 members 
Mstep: Class 23 contains 22075 members 
Mstep: Class 24 contains 22347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2.583149 but Gain 600.143555
Score: -21186852.000000 Penalty: 13803.310547
Iteration 0F: 24 clusters Score -2.118685e+07 nChanged 512793
Entering Unmasked Mstep 
Mstep: Class 0 contains 5485 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 68197 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 113333 members 
Mstep: Class 8 contains 567 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 4198 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 470 members 
Mstep: Class 13 contains 153671 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 2313 members 
Mstep: Class 16 contains 1966 members 
Mstep: Class 17 contains 568 members 
Mstep: Class 18 contains 124392 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 43811 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 3239 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 258.019470 but Gain 600.143555
Score: -26872036.000000 Penalty: 13203.166992
Iteration 1F: 23 clusters Score -2.687204e+07 nChanged 120306
Entering Unmasked Mstep 
Mstep: Class 0 contains 3704 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 4 contains 63910 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 115089 members 
Mstep: Class 8 contains 348 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 3774 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 177431 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 118826 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 28898 members 
Mstep: Class 21 contains 5037 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 451.037903 but Gain 600.144531
Score: -27089896.000000 Penalty: 12603.022461
Iteration 2F: 22 clusters Score -2.70899e+07 nChanged 93248
Entering Unmasked Mstep 
Mstep: Class 0 contains 3232 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 4 contains 62883 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 112358 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 7283 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 194575 members 
Mstep: Class 14 contains 152 members 
Mstep: Class 15 contains 1169 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 2289 members 
Mstep: Class 18 contains 114421 members 
Mstep: Class 19 contains 935 members 
Mstep: Class 20 contains 17215 members 
Mstep: Class 21 contains 5070 members 
Mstep: Class 22 contains 2943 members 
Mstep: Class 23 contains 673 members 
Mstep: Class 24 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 517.530029 but Gain 600.143555
Score: -27200474.000000 Penalty: 12002.878906
Iteration 3F: 21 clusters Score -2.720047e+07 nChanged 72848
Entering Unmasked Mstep 
Mstep: Class 0 contains 3004 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 4 contains 59906 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 106342 members 
Mstep: Class 9 contains 865 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 9020 members 
Mstep: Class 12 contains 1085 members 
Mstep: Class 13 contains 209966 members 
Mstep: Class 14 contains 150 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 2347 members 
Mstep: Class 18 contains 116345 members 
Mstep: Class 19 contains 1067 members 
Mstep: Class 20 contains 9581 members 
Mstep: Class 21 contains 4833 members 
Mstep: Class 22 contains 1626 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 472.317017 but Gain 600.144531
Score: -27267798.000000 Penalty: 11402.734375
Iteration 4F: 20 clusters Score -2.72678e+07 nChanged 57185
Entering Unmasked Mstep 
Mstep: Class 0 contains 2946 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 4 contains 55013 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 97837 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 9626 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 226705 members 
Mstep: Class 14 contains 173 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 118665 members 
Mstep: Class 19 contains 1283 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 4802 members 
Mstep: Class 22 contains 800 members 
Mstep: Class 23 contains 853 members 
Mstep: Class 24 contains 556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27309076.000000 Penalty: 11402.734375
Iteration 5F: 20 clusters Score -2.730908e+07 nChanged 46014
Entering Unmasked Mstep 
Mstep: Class 0 contains 2926 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 4 contains 50123 members 
Mstep: Class 5 contains 621 members 
Mstep: Class 6 contains 88482 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 9934 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 13 contains 243937 members 
Mstep: Class 14 contains 181 members 
Mstep: Class 15 contains 2351 members 
Mstep: Class 16 contains 1956 members 
Mstep: Class 17 contains 2387 members 
Mstep: Class 18 contains 117887 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 2821 members 
Mstep: Class 21 contains 4753 members 
Mstep: Class 22 contains 497 members 
Mstep: Class 23 contains 849 members 
Mstep: Class 24 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 547.095886 but Gain 600.143555
Score: -27338506.000000 Penalty: 10802.590820
Iteration 6F: 19 clusters Score -2.733851e+07 nChanged 38384
Entering Unmasked Mstep 
Mstep: Class 0 contains 2834 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 4 contains 46482 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 80151 members 
Mstep: Class 10 contains 372 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 259246 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 2532 members 
Mstep: Class 16 contains 2035 members 
Mstep: Class 17 contains 2427 members 
Mstep: Class 18 contains 115433 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 420 members 
Mstep: Class 23 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27364040.000000 Penalty: 10802.590820
Iteration 7F: 19 clusters Score -2.736404e+07 nChanged 31385
Entering Unmasked Mstep 
Mstep: Class 0 contains 2682 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 4 contains 44228 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 74989 members 
Mstep: Class 10 contains 375 members 
Mstep: Class 11 contains 10399 members 
Mstep: Class 12 contains 1103 members 
Mstep: Class 13 contains 270359 members 
Mstep: Class 14 contains 186 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 16 contains 2053 members 
Mstep: Class 17 contains 2495 members 
Mstep: Class 18 contains 111895 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 1785 members 
Mstep: Class 21 contains 4689 members 
Mstep: Class 22 contains 384 members 
Mstep: Class 23 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27387642.000000 Penalty: 10802.590820
Iteration 8F: 19 clusters Score -2.738764e+07 nChanged 25026
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 4 contains 42336 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 71782 members 
Mstep: Class 10 contains 371 members 
Mstep: Class 11 contains 10509 members 
Mstep: Class 12 contains 1108 members 
Mstep: Class 13 contains 279712 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 2782 members 
Mstep: Class 16 contains 2056 members 
Mstep: Class 17 contains 2589 members 
Mstep: Class 18 contains 107596 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 1746 members 
Mstep: Class 21 contains 4633 members 
Mstep: Class 22 contains 394 members 
Mstep: Class 23 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27400710.000000 Penalty: 10802.590820
Iteration 9Q: 19 clusters Score -2.740071e+07 nChanged 20987
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 4 contains 40421 members 
Mstep: Class 5 contains 638 members 
Mstep: Class 6 contains 69239 members 
Mstep: Class 10 contains 376 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 1019 members 
Mstep: Class 13 contains 288920 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 2950 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 102761 members 
Mstep: Class 19 contains 1622 members 
Mstep: Class 20 contains 1740 members 
Mstep: Class 21 contains 4569 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27405476.000000 Penalty: 10802.590820
Iteration 10Q: 19 clusters Score -2.740548e+07 nChanged 18368
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 4 contains 38712 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 66569 members 
Mstep: Class 10 contains 383 members 
Mstep: Class 11 contains 10421 members 
Mstep: Class 12 contains 967 members 
Mstep: Class 13 contains 297634 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 3066 members 
Mstep: Class 16 contains 2121 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 18 contains 98481 members 
Mstep: Class 19 contains 1635 members 
Mstep: Class 20 contains 1760 members 
Mstep: Class 21 contains 4534 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27404624.000000 Penalty: 10802.590820
Iteration 11Q: 19 clusters Score -2.740462e+07 nChanged 15876
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 4 contains 37497 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 64298 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 304775 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 3160 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 2761 members 
Mstep: Class 18 contains 94955 members 
Mstep: Class 19 contains 1626 members 
Mstep: Class 20 contains 1809 members 
Mstep: Class 21 contains 4524 members 
Mstep: Class 22 contains 416 members 
Mstep: Class 23 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27400986.000000 Penalty: 10802.590820
Iteration 12Q: 19 clusters Score -2.740099e+07 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 4 contains 36856 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 6 contains 63012 members 
Mstep: Class 10 contains 376 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 898 members 
Mstep: Class 13 contains 309514 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 3203 members 
Mstep: Class 16 contains 2156 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 92310 members 
Mstep: Class 19 contains 1621 members 
Mstep: Class 20 contains 1875 members 
Mstep: Class 21 contains 4522 members 
Mstep: Class 22 contains 419 members 
Mstep: Class 23 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27397192.000000 Penalty: 10802.590820
Iteration 13Q: 19 clusters Score -2.739719e+07 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 4 contains 36705 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 62498 members 
Mstep: Class 10 contains 382 members 
Mstep: Class 11 contains 9838 members 
Mstep: Class 12 contains 883 members 
Mstep: Class 13 contains 312294 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 15 contains 3201 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 90418 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 4527 members 
Mstep: Class 22 contains 419 members 
Mstep: Class 23 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27394016.000000 Penalty: 10802.590820
Iteration 14Q: 19 clusters Score -2.739402e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 4 contains 36802 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 62790 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 9593 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 313496 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 15 contains 3193 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 2805 members 
Mstep: Class 18 contains 89024 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 2038 members 
Mstep: Class 21 contains 4532 members 
Mstep: Class 22 contains 414 members 
Mstep: Class 23 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27392766.000000 Penalty: 10802.590820
Iteration 15Q: 19 clusters Score -2.739277e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 4 contains 37077 members 
Mstep: Class 5 contains 603 members 
Mstep: Class 6 contains 63804 members 
Mstep: Class 10 contains 374 members 
Mstep: Class 11 contains 9410 members 
Mstep: Class 12 contains 871 members 
Mstep: Class 13 contains 313668 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 2809 members 
Mstep: Class 18 contains 87710 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 2131 members 
Mstep: Class 21 contains 4534 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27392220.000000 Penalty: 10802.590820
Iteration 16Q: 19 clusters Score -2.739222e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 4 contains 37400 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 65326 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 9239 members 
Mstep: Class 12 contains 867 members 
Mstep: Class 13 contains 313177 members 
Mstep: Class 14 contains 201 members 
Mstep: Class 15 contains 3156 members 
Mstep: Class 16 contains 2212 members 
Mstep: Class 17 contains 2811 members 
Mstep: Class 18 contains 86543 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 2201 members 
Mstep: Class 21 contains 4535 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27392588.000000 Penalty: 10802.590820
Iteration 17Q: 19 clusters Score -2.739259e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 4 contains 37709 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 67372 members 
Mstep: Class 10 contains 360 members 
Mstep: Class 11 contains 9066 members 
Mstep: Class 12 contains 865 members 
Mstep: Class 13 contains 312089 members 
Mstep: Class 14 contains 202 members 
Mstep: Class 15 contains 3137 members 
Mstep: Class 16 contains 2218 members 
Mstep: Class 17 contains 2812 members 
Mstep: Class 18 contains 85461 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 4536 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27393672.000000 Penalty: 10802.590820
Iteration 18Q: 19 clusters Score -2.739367e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 4 contains 38060 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 69765 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 8902 members 
Mstep: Class 12 contains 864 members 
Mstep: Class 13 contains 310526 members 
Mstep: Class 14 contains 202 members 
Mstep: Class 15 contains 3134 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 2813 members 
Mstep: Class 18 contains 84442 members 
Mstep: Class 19 contains 1600 members 
Mstep: Class 20 contains 2338 members 
Mstep: Class 21 contains 4539 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27395048.000000 Penalty: 10802.590820
Iteration 19Q: 19 clusters Score -2.739505e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 4 contains 38360 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 72385 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 8746 members 
Mstep: Class 12 contains 864 members 
Mstep: Class 13 contains 308832 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3133 members 
Mstep: Class 16 contains 2228 members 
Mstep: Class 17 contains 2813 members 
Mstep: Class 18 contains 83378 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 2405 members 
Mstep: Class 21 contains 4539 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27396954.000000 Penalty: 10802.590820
Iteration 20F: 19 clusters Score -2.739695e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 4 contains 38620 members 
Mstep: Class 5 contains 587 members 
Mstep: Class 6 contains 75418 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 8586 members 
Mstep: Class 12 contains 859 members 
Mstep: Class 13 contains 306795 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3134 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 2811 members 
Mstep: Class 18 contains 82223 members 
Mstep: Class 19 contains 1585 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 4507 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27398846.000000 Penalty: 10802.590820
Iteration 21Q: 19 clusters Score -2.739885e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 4 contains 38751 members 
Mstep: Class 5 contains 587 members 
Mstep: Class 6 contains 78672 members 
Mstep: Class 10 contains 332 members 
Mstep: Class 11 contains 8397 members 
Mstep: Class 12 contains 855 members 
Mstep: Class 13 contains 304705 members 
Mstep: Class 14 contains 202 members 
Mstep: Class 15 contains 3121 members 
Mstep: Class 16 contains 2223 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 18 contains 81057 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 2667 members 
Mstep: Class 21 contains 4485 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27401040.000000 Penalty: 10802.590820
Iteration 22Q: 19 clusters Score -2.740104e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 4 contains 38784 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 82155 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 8205 members 
Mstep: Class 12 contains 852 members 
Mstep: Class 13 contains 302434 members 
Mstep: Class 14 contains 201 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 2225 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 18 contains 79949 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 2818 members 
Mstep: Class 21 contains 4468 members 
Mstep: Class 22 contains 466 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27403800.000000 Penalty: 10802.590820
Iteration 23Q: 19 clusters Score -2.74038e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 4 contains 38783 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 85722 members 
Mstep: Class 10 contains 306 members 
Mstep: Class 11 contains 8026 members 
Mstep: Class 12 contains 849 members 
Mstep: Class 13 contains 300108 members 
Mstep: Class 14 contains 201 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 2228 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 78817 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 4453 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27406232.000000 Penalty: 10802.590820
Iteration 24Q: 19 clusters Score -2.740623e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 4 contains 38734 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 89401 members 
Mstep: Class 10 contains 289 members 
Mstep: Class 11 contains 7843 members 
Mstep: Class 12 contains 845 members 
Mstep: Class 13 contains 297744 members 
Mstep: Class 14 contains 202 members 
Mstep: Class 15 contains 3094 members 
Mstep: Class 16 contains 2225 members 
Mstep: Class 17 contains 2796 members 
Mstep: Class 18 contains 77688 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 4446 members 
Mstep: Class 22 contains 480 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27408442.000000 Penalty: 10802.590820
Iteration 25Q: 19 clusters Score -2.740844e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 4 contains 38593 members 
Mstep: Class 5 contains 589 members 
Mstep: Class 6 contains 93218 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 7668 members 
Mstep: Class 12 contains 840 members 
Mstep: Class 13 contains 295336 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 2799 members 
Mstep: Class 18 contains 76558 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 3188 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27410848.000000 Penalty: 10802.590820
Iteration 26Q: 19 clusters Score -2.741085e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 4 contains 38378 members 
Mstep: Class 5 contains 589 members 
Mstep: Class 6 contains 97169 members 
Mstep: Class 10 contains 270 members 
Mstep: Class 11 contains 7496 members 
Mstep: Class 12 contains 837 members 
Mstep: Class 13 contains 292829 members 
Mstep: Class 14 contains 202 members 
Mstep: Class 15 contains 3062 members 
Mstep: Class 16 contains 2212 members 
Mstep: Class 17 contains 2801 members 
Mstep: Class 18 contains 75453 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 3284 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 492 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27413424.000000 Penalty: 10802.590820
Iteration 27Q: 19 clusters Score -2.741342e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 4 contains 37988 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 101076 members 
Mstep: Class 10 contains 260 members 
Mstep: Class 11 contains 7325 members 
Mstep: Class 12 contains 835 members 
Mstep: Class 13 contains 290503 members 
Mstep: Class 14 contains 201 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 2205 members 
Mstep: Class 17 contains 2801 members 
Mstep: Class 18 contains 74378 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 491 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27415668.000000 Penalty: 10802.590820
Iteration 28Q: 19 clusters Score -2.741567e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 4 contains 37489 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 104864 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 7168 members 
Mstep: Class 12 contains 833 members 
Mstep: Class 13 contains 288332 members 
Mstep: Class 14 contains 201 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 17 contains 2799 members 
Mstep: Class 18 contains 73386 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 3488 members 
Mstep: Class 21 contains 4427 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27417750.000000 Penalty: 10802.590820
Iteration 29Q: 19 clusters Score -2.741775e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 4 contains 36885 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 108627 members 
Mstep: Class 10 contains 243 members 
Mstep: Class 11 contains 6979 members 
Mstep: Class 12 contains 833 members 
Mstep: Class 13 contains 286224 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 72518 members 
Mstep: Class 19 contains 1474 members 
Mstep: Class 20 contains 3567 members 
Mstep: Class 21 contains 4426 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 598.716248 but Gain 600.143555
Score: -27419720.000000 Penalty: 10202.447266
Iteration 30Q: 18 clusters Score -2.741972e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 4 contains 36167 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 112315 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 6931 members 
Mstep: Class 12 contains 831 members 
Mstep: Class 13 contains 284257 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 15 contains 3079 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 71996 members 
Mstep: Class 19 contains 1458 members 
Mstep: Class 20 contains 3623 members 
Mstep: Class 21 contains 4421 members 
Mstep: Class 22 contains 495 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27422418.000000 Penalty: 10202.447266
Iteration 31Q: 18 clusters Score -2.742242e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 4 contains 35354 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 115823 members 
Mstep: Class 10 contains 242 members 
Mstep: Class 11 contains 6740 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 282643 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 2128 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 71116 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 3655 members 
Mstep: Class 21 contains 4420 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27424566.000000 Penalty: 10202.447266
Iteration 32Q: 18 clusters Score -2.742457e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 2577 members 
Mstep: Class 4 contains 34470 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 119255 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 6549 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 281074 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 2117 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 70350 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 3671 members 
Mstep: Class 21 contains 4417 members 
Mstep: Class 22 contains 492 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27426176.000000 Penalty: 10202.447266
Iteration 33Q: 18 clusters Score -2.742618e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 2578 members 
Mstep: Class 4 contains 33454 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 122557 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 12 contains 821 members 
Mstep: Class 13 contains 279702 members 
Mstep: Class 14 contains 196 members 
Mstep: Class 15 contains 3050 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 18 contains 69636 members 
Mstep: Class 19 contains 1414 members 
Mstep: Class 20 contains 3688 members 
Mstep: Class 21 contains 4414 members 
Mstep: Class 22 contains 492 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27427744.000000 Penalty: 10202.447266
Iteration 34Q: 18 clusters Score -2.742774e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 2578 members 
Mstep: Class 4 contains 32403 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 125793 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 6236 members 
Mstep: Class 12 contains 816 members 
Mstep: Class 13 contains 278345 members 
Mstep: Class 14 contains 196 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 2093 members 
Mstep: Class 17 contains 2805 members 
Mstep: Class 18 contains 69013 members 
Mstep: Class 19 contains 1398 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27429230.000000 Penalty: 10202.447266
Iteration 35Q: 18 clusters Score -2.742923e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 2578 members 
Mstep: Class 4 contains 31327 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 128941 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 810 members 
Mstep: Class 13 contains 277046 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 3035 members 
Mstep: Class 16 contains 2081 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 68463 members 
Mstep: Class 19 contains 1381 members 
Mstep: Class 20 contains 3661 members 
Mstep: Class 21 contains 4405 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27430912.000000 Penalty: 10202.447266
Iteration 36Q: 18 clusters Score -2.743091e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 2578 members 
Mstep: Class 4 contains 30301 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 131975 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 5952 members 
Mstep: Class 12 contains 806 members 
Mstep: Class 13 contains 275787 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 2074 members 
Mstep: Class 17 contains 2814 members 
Mstep: Class 18 contains 67932 members 
Mstep: Class 19 contains 1361 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 489 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27432264.000000 Penalty: 10202.447266
Iteration 37Q: 18 clusters Score -2.743226e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 2578 members 
Mstep: Class 4 contains 29191 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 134978 members 
Mstep: Class 10 contains 226 members 
Mstep: Class 11 contains 5845 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 274647 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 2814 members 
Mstep: Class 18 contains 67389 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 3591 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27434112.000000 Penalty: 10202.447266
Iteration 38Q: 18 clusters Score -2.743411e+07 nChanged 5108
Entering ConstructFrom: 
Score: -27434112.000000 Penalty: 10202.447266
Entering ConstructFrom: 
Trying to split cluster 4 (28099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Entering Unmasked Estep 
Score: -1535514.000000 Penalty: 466.078766
	Iteration 0F: 2 clusters Score -1535514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1516907.250000 Penalty: 932.157532
	Iteration 0F: 3 clusters Score -1516907 nChanged 13287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1525289.000000 Penalty: 932.157532
	Iteration 1F: 3 clusters Score -1525289 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -1526464.875000 Penalty: 932.157532
	Iteration 2F: 3 clusters Score -1526465 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1527999.250000 Penalty: 932.157532
	Iteration 3F: 3 clusters Score -1527999 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -1529767.625000 Penalty: 932.157532
	Iteration 4F: 3 clusters Score -1529768 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -1531334.250000 Penalty: 932.157532
	Iteration 5F: 3 clusters Score -1531334 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -1532484.875000 Penalty: 932.157532
	Iteration 6F: 3 clusters Score -1532485 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -1533034.250000 Penalty: 932.157532
	Iteration 7Q: 3 clusters Score -1533034 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -1533289.750000 Penalty: 932.157532
	Iteration 8Q: 3 clusters Score -1533290 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -1533462.875000 Penalty: 932.157532
	Iteration 9Q: 3 clusters Score -1533463 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -1533604.625000 Penalty: 932.157532
	Iteration 10Q: 3 clusters Score -1533605 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -1533741.500000 Penalty: 932.157532
	Iteration 11Q: 3 clusters Score -1533742 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -1533884.000000 Penalty: 932.157532
	Iteration 12Q: 3 clusters Score -1533884 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -1534013.750000 Penalty: 932.157532
	Iteration 13Q: 3 clusters Score -1534014 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -1534135.875000 Penalty: 932.157532
	Iteration 14Q: 3 clusters Score -1534136 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -1534255.875000 Penalty: 932.157532
	Iteration 15Q: 3 clusters Score -1534256 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -1534366.875000 Penalty: 932.157532
	Iteration 16Q: 3 clusters Score -1534367 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -1534511.125000 Penalty: 932.157532
	Iteration 17Q: 3 clusters Score -1534511 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -1534636.375000 Penalty: 932.157532
	Iteration 18Q: 3 clusters Score -1534636 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -1534761.250000 Penalty: 932.157532
	Iteration 19Q: 3 clusters Score -1534761 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -1534896.125000 Penalty: 932.157532
	Iteration 20F: 3 clusters Score -1534896 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -1534995.000000 Penalty: 932.157532
	Iteration 21Q: 3 clusters Score -1534995 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -1535089.500000 Penalty: 932.157532
	Iteration 22Q: 3 clusters Score -1535090 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -1535144.875000 Penalty: 932.157532
	Iteration 23Q: 3 clusters Score -1535145 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -1535194.750000 Penalty: 932.157532
	Iteration 24Q: 3 clusters Score -1535195 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -1535230.125000 Penalty: 932.157532
	Iteration 25Q: 3 clusters Score -1535230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -1535245.250000 Penalty: 932.157532
	Iteration 26Q: 3 clusters Score -1535245 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -1535255.625000 Penalty: 932.157532
	Iteration 27Q: 3 clusters Score -1535256 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -1535262.750000 Penalty: 932.157532
	Iteration 28Q: 3 clusters Score -1535263 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -1535267.375000 Penalty: 932.157532
	Iteration 29Q: 3 clusters Score -1535267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -1535267.250000 Penalty: 932.157532
	Iteration 30Q: 3 clusters Score -1535267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -1535271.750000 Penalty: 932.157532
	Iteration 31Q: 3 clusters Score -1535272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -1535275.625000 Penalty: 932.157532
	Iteration 32Q: 3 clusters Score -1535276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -1535278.000000 Penalty: 932.157532
	Iteration 33Q: 3 clusters Score -1535278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -1535278.750000 Penalty: 932.157532
	Iteration 34Q: 3 clusters Score -1535279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -1535283.750000 Penalty: 932.157532
	Iteration 35Q: 3 clusters Score -1535284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -1535295.875000 Penalty: 932.157532
	Iteration 36Q: 3 clusters Score -1535296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -1535294.250000 Penalty: 932.157532
	Iteration 37Q: 3 clusters Score -1535294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -1535296.750000 Penalty: 932.157532
	Iteration 38Q: 3 clusters Score -1535297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -1535298.000000 Penalty: 932.157532
	Iteration 39Q: 3 clusters Score -1535298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -1535299.875000 Penalty: 932.157532
	Iteration 40F: 3 clusters Score -1535300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -1535299.625000 Penalty: 932.157532
	Iteration 41Q: 3 clusters Score -1535300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -1535302.625000 Penalty: 932.157532
	Iteration 42Q: 3 clusters Score -1535303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -1535303.500000 Penalty: 932.157532
	Iteration 43Q: 3 clusters Score -1535304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -1535304.375000 Penalty: 932.157532
	Iteration 44Q: 3 clusters Score -1535304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -1535308.875000 Penalty: 932.157532
	Iteration 45Q: 3 clusters Score -1535309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -1535322.125000 Penalty: 932.157532
	Iteration 46Q: 3 clusters Score -1535322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -1535333.875000 Penalty: 932.157532
	Iteration 47Q: 3 clusters Score -1535334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -1535346.875000 Penalty: 932.157532
	Iteration 48Q: 3 clusters Score -1535347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -1535358.375000 Penalty: 932.157532
	Iteration 49Q: 3 clusters Score -1535358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -1535366.625000 Penalty: 932.157532
	Iteration 50Q: 3 clusters Score -1535367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -1535379.500000 Penalty: 932.157532
	Iteration 51Q: 3 clusters Score -1535380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -1535394.250000 Penalty: 932.157532
	Iteration 52Q: 3 clusters Score -1535394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -1535403.000000 Penalty: 932.157532
	Iteration 53Q: 3 clusters Score -1535403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -1535409.750000 Penalty: 932.157532
	Iteration 54Q: 3 clusters Score -1535410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -1535413.125000 Penalty: 932.157532
	Iteration 55Q: 3 clusters Score -1535413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -1535420.500000 Penalty: 932.157532
	Iteration 56Q: 3 clusters Score -1535420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -1535423.250000 Penalty: 932.157532
	Iteration 57Q: 3 clusters Score -1535423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -1535423.125000 Penalty: 932.157532
	Iteration 58Q: 3 clusters Score -1535423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -1535424.875000 Penalty: 932.157532
	Iteration 59Q: 3 clusters Score -1535425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -1535424.750000 Penalty: 932.157532
	Iteration 60F: 3 clusters Score -1535425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -1535426.000000 Penalty: 932.157532
	Iteration 61Q: 3 clusters Score -1535426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -1535427.250000 Penalty: 932.157532
	Iteration 62Q: 3 clusters Score -1535427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -1535428.000000 Penalty: 932.157532
	Iteration 63Q: 3 clusters Score -1535428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -1535427.000000 Penalty: 932.157532
	Iteration 64Q: 3 clusters Score -1535427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -1535429.000000 Penalty: 932.157532
	Iteration 65Q: 3 clusters Score -1535429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -1535429.750000 Penalty: 932.157532
	Iteration 66Q: 3 clusters Score -1535430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -1535429.250000 Penalty: 932.157532
	Iteration 67Q: 3 clusters Score -1535429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -1535430.375000 Penalty: 932.157532
	Iteration 68Q: 3 clusters Score -1535430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -1535429.000000 Penalty: 932.157532
	Iteration 69Q: 3 clusters Score -1535429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -1535428.625000 Penalty: 932.157532
	Iteration 70Q: 3 clusters Score -1535429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -1535430.375000 Penalty: 932.157532
	Iteration 71Q: 3 clusters Score -1535430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -1535429.125000 Penalty: 932.157532
	Iteration 72Q: 3 clusters Score -1535429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -1535429.625000 Penalty: 932.157532
	Iteration 73Q: 3 clusters Score -1535430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -1535429.625000 Penalty: 932.157532
	Iteration 74F: 3 clusters Score -1535430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -31438.757812 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -31438.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -30902.371094 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -30902.37 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31050.964844 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -31050.96 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -31107.091797 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -31107.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -31150.123047 Penalty: 581.968811
	Iteration 3F: 3 clusters Score -31150.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -31179.191406 Penalty: 581.968811
	Iteration 4Q: 3 clusters Score -31179.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -31189.607422 Penalty: 581.968811
	Iteration 5Q: 3 clusters Score -31189.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -31204.429688 Penalty: 581.968811
	Iteration 6Q: 3 clusters Score -31204.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -31214.640625 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -31214.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -31221.734375 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -31221.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -31225.552734 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -31225.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -31227.224609 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -31227.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -31229.087891 Penalty: 581.968811
	Iteration 11Q: 3 clusters Score -31229.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -31231.593750 Penalty: 581.968811
	Iteration 12Q: 3 clusters Score -31231.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -31233.837891 Penalty: 581.968811
	Iteration 13Q: 3 clusters Score -31233.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -31234.962891 Penalty: 581.968811
	Iteration 14Q: 3 clusters Score -31234.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -31235.935547 Penalty: 581.968811
	Iteration 15Q: 3 clusters Score -31235.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -31235.935547 Penalty: 581.968811
	Iteration 16F: 3 clusters Score -31235.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (137668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137668 members 
Entering Unmasked Estep 
Score: -7426699.500000 Penalty: 538.383301
	Iteration 0F: 2 clusters Score -7426700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -7333479.000000 Penalty: 1076.766602
	Iteration 0F: 3 clusters Score -7333479 nChanged 67465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -7378179.000000 Penalty: 1076.766602
	Iteration 1F: 3 clusters Score -7378179 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -7383048.500000 Penalty: 1076.766602
	Iteration 2F: 3 clusters Score -7383048 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77175 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -7389944.000000 Penalty: 1076.766602
	Iteration 3F: 3 clusters Score -7389944 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -7398145.000000 Penalty: 1076.766602
	Iteration 4F: 3 clusters Score -7398145 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81779 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -7403748.000000 Penalty: 1076.766602
	Iteration 5F: 3 clusters Score -7403748 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -7405918.500000 Penalty: 1076.766602
	Iteration 6Q: 3 clusters Score -7405918 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -7407137.000000 Penalty: 1076.766602
	Iteration 7Q: 3 clusters Score -7407137 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -7407959.000000 Penalty: 1076.766602
	Iteration 8Q: 3 clusters Score -7407959 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88600 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -7408779.000000 Penalty: 1076.766602
	Iteration 9Q: 3 clusters Score -7408779 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -7409574.000000 Penalty: 1076.766602
	Iteration 10Q: 3 clusters Score -7409574 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -7410401.500000 Penalty: 1076.766602
	Iteration 11Q: 3 clusters Score -7410402 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94790 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -7411257.500000 Penalty: 1076.766602
	Iteration 12Q: 3 clusters Score -7411258 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96982 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -7412144.500000 Penalty: 1076.766602
	Iteration 13Q: 3 clusters Score -7412144 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -7413054.000000 Penalty: 1076.766602
	Iteration 14Q: 3 clusters Score -7413054 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101559 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -7414063.000000 Penalty: 1076.766602
	Iteration 15Q: 3 clusters Score -7414063 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103881 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -7415160.000000 Penalty: 1076.766602
	Iteration 16Q: 3 clusters Score -7415160 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106264 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -7416381.500000 Penalty: 1076.766602
	Iteration 17Q: 3 clusters Score -7416382 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108643 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -7417517.500000 Penalty: 1076.766602
	Iteration 18Q: 3 clusters Score -7417518 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110852 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -7418796.000000 Penalty: 1076.766602
	Iteration 19Q: 3 clusters Score -7418796 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112973 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -7419983.000000 Penalty: 1076.766602
	Iteration 20F: 3 clusters Score -7419983 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114956 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -7421005.500000 Penalty: 1076.766602
	Iteration 21Q: 3 clusters Score -7421006 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116768 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -7421986.000000 Penalty: 1076.766602
	Iteration 22Q: 3 clusters Score -7421986 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118379 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -7422863.500000 Penalty: 1076.766602
	Iteration 23Q: 3 clusters Score -7422864 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119830 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -7423564.500000 Penalty: 1076.766602
	Iteration 24Q: 3 clusters Score -7423564 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121143 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -7424133.000000 Penalty: 1076.766602
	Iteration 25Q: 3 clusters Score -7424133 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122309 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -7424642.500000 Penalty: 1076.766602
	Iteration 26Q: 3 clusters Score -7424642 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123365 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -7425017.000000 Penalty: 1076.766602
	Iteration 27Q: 3 clusters Score -7425017 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124355 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -7425344.000000 Penalty: 1076.766602
	Iteration 28Q: 3 clusters Score -7425344 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125273 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -7425636.500000 Penalty: 1076.766602
	Iteration 29Q: 3 clusters Score -7425636 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126096 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -7425855.500000 Penalty: 1076.766602
	Iteration 30Q: 3 clusters Score -7425856 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126835 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -7426051.000000 Penalty: 1076.766602
	Iteration 31Q: 3 clusters Score -7426051 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127510 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -7426232.000000 Penalty: 1076.766602
	Iteration 32Q: 3 clusters Score -7426232 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128167 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -7426388.000000 Penalty: 1076.766602
	Iteration 33Q: 3 clusters Score -7426388 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128730 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -7426513.500000 Penalty: 1076.766602
	Iteration 34Q: 3 clusters Score -7426514 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129263 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -7426652.000000 Penalty: 1076.766602
	Iteration 35Q: 3 clusters Score -7426652 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129750 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -7426763.500000 Penalty: 1076.766602
	Iteration 36Q: 3 clusters Score -7426764 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130191 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -7426815.000000 Penalty: 1076.766602
	Iteration 37Q: 3 clusters Score -7426815 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130604 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -7426913.500000 Penalty: 1076.766602
	Iteration 38Q: 3 clusters Score -7426914 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130963 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -7426995.000000 Penalty: 1076.766602
	Iteration 39Q: 3 clusters Score -7426995 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131265 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -7427033.500000 Penalty: 1076.766602
	Iteration 40F: 3 clusters Score -7427034 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131540 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -7427103.500000 Penalty: 1076.766602
	Iteration 41Q: 3 clusters Score -7427104 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131798 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -7427116.000000 Penalty: 1076.766602
	Iteration 42Q: 3 clusters Score -7427116 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132043 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -7427149.500000 Penalty: 1076.766602
	Iteration 43Q: 3 clusters Score -7427150 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132257 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -7427206.500000 Penalty: 1076.766602
	Iteration 44Q: 3 clusters Score -7427206 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132473 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -7427241.500000 Penalty: 1076.766602
	Iteration 45Q: 3 clusters Score -7427242 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132679 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -7427283.500000 Penalty: 1076.766602
	Iteration 46Q: 3 clusters Score -7427284 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132867 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -7427331.000000 Penalty: 1076.766602
	Iteration 47Q: 3 clusters Score -7427331 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133061 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -7427356.500000 Penalty: 1076.766602
	Iteration 48Q: 3 clusters Score -7427356 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133232 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -7427397.500000 Penalty: 1076.766602
	Iteration 49Q: 3 clusters Score -7427398 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133404 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -7427426.000000 Penalty: 1076.766602
	Iteration 50Q: 3 clusters Score -7427426 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133572 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -7427455.000000 Penalty: 1076.766602
	Iteration 51Q: 3 clusters Score -7427455 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133728 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -7427480.500000 Penalty: 1076.766602
	Iteration 52Q: 3 clusters Score -7427480 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133886 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -7427538.500000 Penalty: 1076.766602
	Iteration 53Q: 3 clusters Score -7427538 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134024 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -7427555.500000 Penalty: 1076.766602
	Iteration 54Q: 3 clusters Score -7427556 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134145 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -7427577.500000 Penalty: 1076.766602
	Iteration 55Q: 3 clusters Score -7427578 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134257 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -7427573.000000 Penalty: 1076.766602
	Iteration 56Q: 3 clusters Score -7427573 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134353 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -7427581.000000 Penalty: 1076.766602
	Iteration 57Q: 3 clusters Score -7427581 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134450 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -7427578.500000 Penalty: 1076.766602
	Iteration 58Q: 3 clusters Score -7427578 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134540 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -7427595.500000 Penalty: 1076.766602
	Iteration 59Q: 3 clusters Score -7427596 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134623 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -7427640.000000 Penalty: 1076.766602
	Iteration 60F: 3 clusters Score -7427640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134678 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -7427654.500000 Penalty: 1076.766602
	Iteration 61Q: 3 clusters Score -7427654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134721 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -7427651.000000 Penalty: 1076.766602
	Iteration 62Q: 3 clusters Score -7427651 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134756 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -7427655.500000 Penalty: 1076.766602
	Iteration 63Q: 3 clusters Score -7427656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134797 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -7427659.000000 Penalty: 1076.766602
	Iteration 64Q: 3 clusters Score -7427659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134839 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7427662.000000 Penalty: 1076.766602
	Iteration 65Q: 3 clusters Score -7427662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134884 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7427662.500000 Penalty: 1076.766602
	Iteration 66Q: 3 clusters Score -7427662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134922 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -7427672.500000 Penalty: 1076.766602
	Iteration 67Q: 3 clusters Score -7427672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134939 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -7427673.500000 Penalty: 1076.766602
	Iteration 68Q: 3 clusters Score -7427674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134953 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7427675.000000 Penalty: 1076.766602
	Iteration 69Q: 3 clusters Score -7427675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134964 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -7427675.500000 Penalty: 1076.766602
	Iteration 70Q: 3 clusters Score -7427676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134973 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -7427662.500000 Penalty: 1076.766602
	Iteration 71Q: 3 clusters Score -7427662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134985 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -7427663.500000 Penalty: 1076.766602
	Iteration 72Q: 3 clusters Score -7427664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134992 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -7427662.500000 Penalty: 1076.766602
	Iteration 73Q: 3 clusters Score -7427662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134998 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7427662.500000 Penalty: 1076.766602
	Iteration 74Q: 3 clusters Score -7427662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135004 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -7427656.000000 Penalty: 1076.766602
	Iteration 75Q: 3 clusters Score -7427656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135011 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -7427657.000000 Penalty: 1076.766602
	Iteration 76Q: 3 clusters Score -7427657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135019 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -7427659.000000 Penalty: 1076.766602
	Iteration 77Q: 3 clusters Score -7427659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135026 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -7427652.000000 Penalty: 1076.766602
	Iteration 78Q: 3 clusters Score -7427652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135034 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -7427660.000000 Penalty: 1076.766602
	Iteration 79Q: 3 clusters Score -7427660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135041 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -7427660.500000 Penalty: 1076.766602
	Iteration 80F: 3 clusters Score -7427660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135050 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -7427665.500000 Penalty: 1076.766602
	Iteration 81Q: 3 clusters Score -7427666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135056 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -7427666.000000 Penalty: 1076.766602
	Iteration 82Q: 3 clusters Score -7427666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135061 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7427664.500000 Penalty: 1076.766602
	Iteration 83Q: 3 clusters Score -7427664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135062 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -7427663.500000 Penalty: 1076.766602
	Iteration 84Q: 3 clusters Score -7427664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135067 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -7427663.500000 Penalty: 1076.766602
	Iteration 85Q: 3 clusters Score -7427664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135073 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -7427670.500000 Penalty: 1076.766602
	Iteration 86Q: 3 clusters Score -7427670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135076 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -7427672.000000 Penalty: 1076.766602
	Iteration 87Q: 3 clusters Score -7427672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135080 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7427667.500000 Penalty: 1076.766602
	Iteration 88Q: 3 clusters Score -7427668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135085 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -7427657.500000 Penalty: 1076.766602
	Iteration 89Q: 3 clusters Score -7427658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135086 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7427658.000000 Penalty: 1076.766602
	Iteration 90Q: 3 clusters Score -7427658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135087 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -7427661.500000 Penalty: 1076.766602
	Iteration 91Q: 3 clusters Score -7427662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135088 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -7427663.000000 Penalty: 1076.766602
	Iteration 92Q: 3 clusters Score -7427663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135088 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -7427663.000000 Penalty: 1076.766602
	Iteration 93F: 3 clusters Score -7427663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 4 contains 28099 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 135088 members 
Mstep: Class 10 contains 224 members 
Mstep: Class 11 contains 5748 members 
Mstep: Class 12 contains 799 members 
Mstep: Class 13 contains 273775 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 2065 members 
Mstep: Class 17 contains 2812 members 
Mstep: Class 18 contains 66900 members 
Mstep: Class 19 contains 1328 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 842 members 
Entering Unmasked Estep 
Score: -27435492.000000 Penalty: 10802.590820
Splitting cluster 6 changes total score from -27434112.000000 to -27435492.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -9873.008789 Penalty: 246.229889
	Iteration 0F: 2 clusters Score -9873.009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9576.760742 Penalty: 492.459778
	Iteration 0F: 3 clusters Score -9576.761 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9661.493164 Penalty: 492.459778
	Iteration 1F: 3 clusters Score -9661.493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9688.381836 Penalty: 492.459778
	Iteration 2F: 3 clusters Score -9688.382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9695.345703 Penalty: 492.459778
	Iteration 3Q: 3 clusters Score -9695.346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9698.564453 Penalty: 492.459778
	Iteration 4Q: 3 clusters Score -9698.564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9708.459961 Penalty: 492.459778
	Iteration 5Q: 3 clusters Score -9708.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9708.459961 Penalty: 492.459778
	Iteration 6F: 3 clusters Score -9708.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Entering Unmasked Estep 
Score: -276957.937500 Penalty: 393.875641
	Iteration 0F: 2 clusters Score -276957.9 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 2914 members 
Entering Unmasked Estep 
Score: -273095.187500 Penalty: 787.751282
	Iteration 0F: 3 clusters Score -273095.2 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -274548.531250 Penalty: 787.751282
	Iteration 1F: 3 clusters Score -274548.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -274778.031250 Penalty: 787.751282
	Iteration 2F: 3 clusters Score -274778 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -275094.468750 Penalty: 787.751282
	Iteration 3F: 3 clusters Score -275094.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -275481.843750 Penalty: 787.751282
	Iteration 4F: 3 clusters Score -275481.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -275921.062500 Penalty: 787.751282
	Iteration 5F: 3 clusters Score -275921.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -276376.437500 Penalty: 787.751282
	Iteration 6F: 3 clusters Score -276376.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -276723.750000 Penalty: 787.751282
	Iteration 7F: 3 clusters Score -276723.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -276864.125000 Penalty: 787.751282
	Iteration 8Q: 3 clusters Score -276864.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -276943.062500 Penalty: 787.751282
	Iteration 9Q: 3 clusters Score -276943.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -276995.375000 Penalty: 787.751282
	Iteration 10Q: 3 clusters Score -276995.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -277063.031250 Penalty: 787.751282
	Iteration 11Q: 3 clusters Score -277063 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -277112.625000 Penalty: 787.751282
	Iteration 12Q: 3 clusters Score -277112.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -277123.937500 Penalty: 787.751282
	Iteration 13Q: 3 clusters Score -277123.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -277130.156250 Penalty: 787.751282
	Iteration 14Q: 3 clusters Score -277130.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -277134.187500 Penalty: 787.751282
	Iteration 15Q: 3 clusters Score -277134.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -277137.562500 Penalty: 787.751282
	Iteration 16Q: 3 clusters Score -277137.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -277139.375000 Penalty: 787.751282
	Iteration 17Q: 3 clusters Score -277139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -277139.718750 Penalty: 787.751282
	Iteration 18Q: 3 clusters Score -277139.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -277140.375000 Penalty: 787.751282
	Iteration 19Q: 3 clusters Score -277140.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -277140.906250 Penalty: 787.751282
	Iteration 20F: 3 clusters Score -277140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -277141.250000 Penalty: 787.751282
	Iteration 21Q: 3 clusters Score -277141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -277141.250000 Penalty: 787.751282
	Iteration 22Q: 3 clusters Score -277141.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -277141.500000 Penalty: 787.751282
	Iteration 23Q: 3 clusters Score -277141.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -277141.281250 Penalty: 787.751282
	Iteration 24Q: 3 clusters Score -277141.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -277141.281250 Penalty: 787.751282
	Iteration 25F: 3 clusters Score -277141.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 4 contains 28099 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 135088 members 
Mstep: Class 10 contains 224 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 799 members 
Mstep: Class 13 contains 273775 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 2065 members 
Mstep: Class 17 contains 2812 members 
Mstep: Class 18 contains 66900 members 
Mstep: Class 19 contains 1328 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 842 members 
Entering Unmasked Estep 
Score: -27435446.000000 Penalty: 11402.734375
Splitting cluster 11 changes total score from -27434112.000000 to -27435446.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -26575.826172 Penalty: 304.092926
	Iteration 0F: 2 clusters Score -26575.83 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 381 members 
Entering Unmasked Estep 
Score: -26025.253906 Penalty: 608.185852
	Iteration 0F: 3 clusters Score -26025.25 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27339.050781 Penalty: 608.185852
	Iteration 1F: 3 clusters Score -27339.05 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -28161.818359 Penalty: 608.185852
	Iteration 2F: 3 clusters Score -28161.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -28538.935547 Penalty: 608.185852
	Iteration 3F: 3 clusters Score -28538.94 nChanged 19
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: -28724.376953 Penalty: 608.185852
	Iteration 4Q: 3 clusters Score -28724.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -28882.082031 Penalty: 608.185852
	Iteration 5Q: 3 clusters Score -28882.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -29036.750000 Penalty: 608.185852
	Iteration 6Q: 3 clusters Score -29036.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -29053.404297 Penalty: 608.185852
	Iteration 7Q: 3 clusters Score -29053.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -29056.742188 Penalty: 608.185852
	Iteration 8F: 3 clusters Score -29056.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -29065.935547 Penalty: 608.185852
	Iteration 9Q: 3 clusters Score -29065.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -29065.935547 Penalty: 608.185852
	Iteration 10F: 3 clusters Score -29065.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 28099 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 135088 members 
Mstep: Class 10 contains 224 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 273775 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 2065 members 
Mstep: Class 17 contains 2812 members 
Mstep: Class 18 contains 66900 members 
Mstep: Class 19 contains 1328 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 842 members 
Entering Unmasked Estep 
Score: -27437652.000000 Penalty: 12002.878906
Splitting cluster 12 changes total score from -27434112.000000 to -27437652.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 13 (273775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273775 members 
Entering Unmasked Estep 
Score: -14573838.000000 Penalty: 569.662781
	Iteration 0F: 2 clusters Score -1.457384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137103 members 
Mstep: Class 2 contains 136672 members 
Entering Unmasked Estep 
Score: -14394136.000000 Penalty: 1139.325562
	Iteration 0F: 3 clusters Score -1.439414e+07 nChanged 135224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151591 members 
Mstep: Class 2 contains 122184 members 
Entering Unmasked Estep 
Score: -14476528.000000 Penalty: 1139.325562
	Iteration 1F: 3 clusters Score -1.447653e+07 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160570 members 
Mstep: Class 2 contains 113205 members 
Entering Unmasked Estep 
Score: -14480907.000000 Penalty: 1139.325562
	Iteration 2Q: 3 clusters Score -1.448091e+07 nChanged 15095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173357 members 
Mstep: Class 2 contains 100418 members 
Entering Unmasked Estep 
Score: -14488187.000000 Penalty: 1139.325562
	Iteration 3F: 3 clusters Score -1.448819e+07 nChanged 19208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190765 members 
Mstep: Class 2 contains 83010 members 
Entering Unmasked Estep 
Score: -14500679.000000 Penalty: 1139.325562
	Iteration 4F: 3 clusters Score -1.450068e+07 nChanged 22287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211686 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -14518787.000000 Penalty: 1139.325562
	Iteration 5F: 3 clusters Score -1.451879e+07 nChanged 21246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231982 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -14537318.000000 Penalty: 1139.325562
	Iteration 6F: 3 clusters Score -1.453732e+07 nChanged 15141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246337 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -14551135.000000 Penalty: 1139.325562
	Iteration 7F: 3 clusters Score -1.455114e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254617 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -14559044.000000 Penalty: 1139.325562
	Iteration 8Q: 3 clusters Score -1.455904e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259194 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -14563179.000000 Penalty: 1139.325562
	Iteration 9Q: 3 clusters Score -1.456318e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262026 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -14565200.000000 Penalty: 1139.325562
	Iteration 10Q: 3 clusters Score -1.45652e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264258 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -14566625.000000 Penalty: 1139.325562
	Iteration 11Q: 3 clusters Score -1.456662e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265989 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -14568065.000000 Penalty: 1139.325562
	Iteration 12Q: 3 clusters Score -1.456806e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267468 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -14569288.000000 Penalty: 1139.325562
	Iteration 13Q: 3 clusters Score -1.456929e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268675 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -14570383.000000 Penalty: 1139.325562
	Iteration 14Q: 3 clusters Score -1.457038e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269648 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -14571147.000000 Penalty: 1139.325562
	Iteration 15Q: 3 clusters Score -1.457115e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270404 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -14571625.000000 Penalty: 1139.325562
	Iteration 16Q: 3 clusters Score -1.457162e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270991 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -14572044.000000 Penalty: 1139.325562
	Iteration 17Q: 3 clusters Score -1.457204e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271474 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -14572351.000000 Penalty: 1139.325562
	Iteration 18Q: 3 clusters Score -1.457235e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271857 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -14572604.000000 Penalty: 1139.325562
	Iteration 19Q: 3 clusters Score -1.45726e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272129 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -14572756.000000 Penalty: 1139.325562
	Iteration 20F: 3 clusters Score -1.457276e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272305 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -14572854.000000 Penalty: 1139.325562
	Iteration 21Q: 3 clusters Score -1.457285e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272459 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -14572865.000000 Penalty: 1139.325562
	Iteration 22Q: 3 clusters Score -1.457286e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272583 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -14572953.000000 Penalty: 1139.325562
	Iteration 23Q: 3 clusters Score -1.457295e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272676 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -14572985.000000 Penalty: 1139.325562
	Iteration 24Q: 3 clusters Score -1.457298e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272779 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -14573058.000000 Penalty: 1139.325562
	Iteration 25Q: 3 clusters Score -1.457306e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272860 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -14573072.000000 Penalty: 1139.325562
	Iteration 26Q: 3 clusters Score -1.457307e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272925 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -14573107.000000 Penalty: 1139.325562
	Iteration 27Q: 3 clusters Score -1.457311e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272976 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -14573139.000000 Penalty: 1139.325562
	Iteration 28Q: 3 clusters Score -1.457314e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273017 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -14573157.000000 Penalty: 1139.325562
	Iteration 29Q: 3 clusters Score -1.457316e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273058 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -14573175.000000 Penalty: 1139.325562
	Iteration 30Q: 3 clusters Score -1.457318e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273099 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -14573214.000000 Penalty: 1139.325562
	Iteration 31Q: 3 clusters Score -1.457321e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273136 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -14573214.000000 Penalty: 1139.325562
	Iteration 32Q: 3 clusters Score -1.457321e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273165 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14573213.000000 Penalty: 1139.325562
	Iteration 33Q: 3 clusters Score -1.457321e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273203 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14573233.000000 Penalty: 1139.325562
	Iteration 34Q: 3 clusters Score -1.457323e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273235 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -14573243.000000 Penalty: 1139.325562
	Iteration 35Q: 3 clusters Score -1.457324e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273261 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -14573257.000000 Penalty: 1139.325562
	Iteration 36Q: 3 clusters Score -1.457326e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273278 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -14573256.000000 Penalty: 1139.325562
	Iteration 37Q: 3 clusters Score -1.457326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273294 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -14573272.000000 Penalty: 1139.325562
	Iteration 38Q: 3 clusters Score -1.457327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273301 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -14573281.000000 Penalty: 1139.325562
	Iteration 39Q: 3 clusters Score -1.457328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273306 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -14573300.000000 Penalty: 1139.325562
	Iteration 40F: 3 clusters Score -1.45733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273310 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -14573296.000000 Penalty: 1139.325562
	Iteration 41Q: 3 clusters Score -1.45733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273316 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -14573308.000000 Penalty: 1139.325562
	Iteration 42Q: 3 clusters Score -1.457331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273325 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -14573300.000000 Penalty: 1139.325562
	Iteration 43Q: 3 clusters Score -1.45733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273336 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -14573309.000000 Penalty: 1139.325562
	Iteration 44Q: 3 clusters Score -1.457331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273338 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -14573307.000000 Penalty: 1139.325562
	Iteration 45Q: 3 clusters Score -1.457331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273340 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -14573314.000000 Penalty: 1139.325562
	Iteration 46Q: 3 clusters Score -1.457331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273340 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -14573314.000000 Penalty: 1139.325562
	Iteration 47Q: 3 clusters Score -1.457331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273341 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -14573319.000000 Penalty: 1139.325562
	Iteration 48Q: 3 clusters Score -1.457332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273343 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -14573315.000000 Penalty: 1139.325562
	Iteration 49Q: 3 clusters Score -1.457332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273345 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -14573309.000000 Penalty: 1139.325562
	Iteration 50Q: 3 clusters Score -1.457331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273347 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -14573301.000000 Penalty: 1139.325562
	Iteration 51Q: 3 clusters Score -1.45733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273349 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -14573306.000000 Penalty: 1139.325562
	Iteration 52Q: 3 clusters Score -1.457331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273349 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -14573306.000000 Penalty: 1139.325562
	Iteration 53F: 3 clusters Score -1.457331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -8938.846680 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -8938.847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8655.720703 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -8655.721 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8713.949219 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -8713.949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8721.914062 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -8721.914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8723.212891 Penalty: 478.904785
	Iteration 3Q: 3 clusters Score -8723.213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8725.930664 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -8725.931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8726.084961 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -8726.085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8726.084961 Penalty: 478.904785
	Iteration 6F: 3 clusters Score -8726.085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Entering Unmasked Estep 
Score: -155236.125000 Penalty: 363.447815
	Iteration 0F: 2 clusters Score -155236.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -153179.406250 Penalty: 726.895630
	Iteration 0F: 3 clusters Score -153179.4 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -153862.328125 Penalty: 726.895630
	Iteration 1F: 3 clusters Score -153862.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -153959.500000 Penalty: 726.895630
	Iteration 2F: 3 clusters Score -153959.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -154032.312500 Penalty: 726.895630
	Iteration 3F: 3 clusters Score -154032.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -154099.265625 Penalty: 726.895630
	Iteration 4Q: 3 clusters Score -154099.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -154170.343750 Penalty: 726.895630
	Iteration 5Q: 3 clusters Score -154170.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -154247.093750 Penalty: 726.895630
	Iteration 6Q: 3 clusters Score -154247.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -154331.343750 Penalty: 726.895630
	Iteration 7Q: 3 clusters Score -154331.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -154408.000000 Penalty: 726.895630
	Iteration 8Q: 3 clusters Score -154408 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -154477.921875 Penalty: 726.895630
	Iteration 9Q: 3 clusters Score -154477.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -154524.687500 Penalty: 726.895630
	Iteration 10Q: 3 clusters Score -154524.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -154562.000000 Penalty: 726.895630
	Iteration 11Q: 3 clusters Score -154562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -154599.171875 Penalty: 726.895630
	Iteration 12Q: 3 clusters Score -154599.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -154633.328125 Penalty: 726.895630
	Iteration 13Q: 3 clusters Score -154633.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -154670.203125 Penalty: 726.895630
	Iteration 14Q: 3 clusters Score -154670.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -154716.687500 Penalty: 726.895630
	Iteration 15Q: 3 clusters Score -154716.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -154773.328125 Penalty: 726.895630
	Iteration 16Q: 3 clusters Score -154773.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -154873.765625 Penalty: 726.895630
	Iteration 17Q: 3 clusters Score -154873.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -155021.234375 Penalty: 726.895630
	Iteration 18Q: 3 clusters Score -155021.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -155183.265625 Penalty: 726.895630
	Iteration 19Q: 3 clusters Score -155183.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -155212.718750 Penalty: 726.895630
	Iteration 20F: 3 clusters Score -155212.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -155217.968750 Penalty: 726.895630
	Iteration 21Q: 3 clusters Score -155218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -155218.968750 Penalty: 726.895630
	Iteration 22Q: 3 clusters Score -155219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -155219.796875 Penalty: 726.895630
	Iteration 23Q: 3 clusters Score -155219.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -155220.062500 Penalty: 726.895630
	Iteration 24Q: 3 clusters Score -155220.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -155220.125000 Penalty: 726.895630
	Iteration 25Q: 3 clusters Score -155220.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -155220.156250 Penalty: 726.895630
	Iteration 26Q: 3 clusters Score -155220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -155220.593750 Penalty: 726.895630
	Iteration 27Q: 3 clusters Score -155220.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -155220.890625 Penalty: 726.895630
	Iteration 28Q: 3 clusters Score -155220.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -155220.890625 Penalty: 726.895630
	Iteration 29F: 3 clusters Score -155220.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Entering Unmasked Estep 
Score: -104202.789062 Penalty: 347.296295
	Iteration 0F: 2 clusters Score -104202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -102691.898438 Penalty: 694.592590
	Iteration 0F: 3 clusters Score -102691.9 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -103237.500000 Penalty: 694.592590
	Iteration 1F: 3 clusters Score -103237.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -103399.226562 Penalty: 694.592590
	Iteration 2F: 3 clusters Score -103399.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -103623.367188 Penalty: 694.592590
	Iteration 3F: 3 clusters Score -103623.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -103816.218750 Penalty: 694.592590
	Iteration 4F: 3 clusters Score -103816.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -104004.562500 Penalty: 694.592590
	Iteration 5F: 3 clusters Score -104004.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -104107.281250 Penalty: 694.592590
	Iteration 6F: 3 clusters Score -104107.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -104176.343750 Penalty: 694.592590
	Iteration 7Q: 3 clusters Score -104176.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -104205.648438 Penalty: 694.592590
	Iteration 8Q: 3 clusters Score -104205.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -104219.718750 Penalty: 694.592590
	Iteration 9Q: 3 clusters Score -104219.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -104234.328125 Penalty: 694.592590
	Iteration 10Q: 3 clusters Score -104234.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -104252.585938 Penalty: 694.592590
	Iteration 11Q: 3 clusters Score -104252.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -104265.859375 Penalty: 694.592590
	Iteration 12Q: 3 clusters Score -104265.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -104272.718750 Penalty: 694.592590
	Iteration 13Q: 3 clusters Score -104272.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -104277.859375 Penalty: 694.592590
	Iteration 14Q: 3 clusters Score -104277.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -104280.312500 Penalty: 694.592590
	Iteration 15Q: 3 clusters Score -104280.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -104282.343750 Penalty: 694.592590
	Iteration 16Q: 3 clusters Score -104282.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -104284.710938 Penalty: 694.592590
	Iteration 17Q: 3 clusters Score -104284.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -104285.671875 Penalty: 694.592590
	Iteration 18Q: 3 clusters Score -104285.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -104286.484375 Penalty: 694.592590
	Iteration 19Q: 3 clusters Score -104286.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -104287.015625 Penalty: 694.592590
	Iteration 20F: 3 clusters Score -104287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -104286.921875 Penalty: 694.592590
	Iteration 21Q: 3 clusters Score -104286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -104287.039062 Penalty: 694.592590
	Iteration 22Q: 3 clusters Score -104287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -104287.039062 Penalty: 694.592590
	Iteration 23F: 3 clusters Score -104287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 28099 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 135088 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 10 contains 224 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 273775 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 1249 members 
Mstep: Class 17 contains 2812 members 
Mstep: Class 18 contains 66900 members 
Mstep: Class 19 contains 1328 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 842 members 
Entering Unmasked Estep 
Score: -27437468.000000 Penalty: 12603.022461
Splitting cluster 16 changes total score from -27434112.000000 to -27437468.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 17 (2812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Entering Unmasked Estep 
Score: -116539.265625 Penalty: 361.345123
	Iteration 0F: 2 clusters Score -116539.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -114678.312500 Penalty: 722.690247
	Iteration 0F: 3 clusters Score -114678.3 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -115999.570312 Penalty: 722.690247
	Iteration 1F: 3 clusters Score -115999.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -116612.656250 Penalty: 722.690247
	Iteration 2F: 3 clusters Score -116612.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -116940.023438 Penalty: 722.690247
	Iteration 3F: 3 clusters Score -116940 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -117084.429688 Penalty: 722.690247
	Iteration 4Q: 3 clusters Score -117084.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -117170.515625 Penalty: 722.690247
	Iteration 5Q: 3 clusters Score -117170.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -117276.734375 Penalty: 722.690247
	Iteration 6Q: 3 clusters Score -117276.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -117396.320312 Penalty: 722.690247
	Iteration 7Q: 3 clusters Score -117396.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -117542.359375 Penalty: 722.690247
	Iteration 8Q: 3 clusters Score -117542.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -117745.195312 Penalty: 722.690247
	Iteration 9Q: 3 clusters Score -117745.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -118016.609375 Penalty: 722.690247
	Iteration 10Q: 3 clusters Score -118016.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -118184.031250 Penalty: 722.690247
	Iteration 11Q: 3 clusters Score -118184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -118243.820312 Penalty: 722.690247
	Iteration 12Q: 3 clusters Score -118243.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -118270.015625 Penalty: 722.690247
	Iteration 13Q: 3 clusters Score -118270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -118285.468750 Penalty: 722.690247
	Iteration 14Q: 3 clusters Score -118285.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -118302.609375 Penalty: 722.690247
	Iteration 15Q: 3 clusters Score -118302.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -118314.304688 Penalty: 722.690247
	Iteration 16Q: 3 clusters Score -118314.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -118316.742188 Penalty: 722.690247
	Iteration 17Q: 3 clusters Score -118316.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -118317.617188 Penalty: 722.690247
	Iteration 18Q: 3 clusters Score -118317.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -118317.742188 Penalty: 722.690247
	Iteration 19Q: 3 clusters Score -118317.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -118329.242188 Penalty: 722.690247
	Iteration 20F: 3 clusters Score -118329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -118339.820312 Penalty: 722.690247
	Iteration 21Q: 3 clusters Score -118339.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -118342.343750 Penalty: 722.690247
	Iteration 22Q: 3 clusters Score -118342.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -118343.164062 Penalty: 722.690247
	Iteration 23Q: 3 clusters Score -118343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -118344.445312 Penalty: 722.690247
	Iteration 24Q: 3 clusters Score -118344.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -118344.445312 Penalty: 722.690247
	Iteration 25F: 3 clusters Score -118344.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 28099 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 135088 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 10 contains 224 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 273775 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 1249 members 
Mstep: Class 17 contains 1723 members 
Mstep: Class 18 contains 66900 members 
Mstep: Class 19 contains 1328 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 842 members 
Entering Unmasked Estep 
Score: -27439020.000000 Penalty: 13203.166992
Splitting cluster 17 changes total score from -27434112.000000 to -27439020.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 18 (66900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Entering Unmasked Estep 
Score: -3381787.500000 Penalty: 505.548431
	Iteration 0F: 2 clusters Score -3381788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -3336645.000000 Penalty: 1011.096863
	Iteration 0F: 3 clusters Score -3336645 nChanged 32536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -3358639.000000 Penalty: 1011.096863
	Iteration 1F: 3 clusters Score -3358639 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -3361693.250000 Penalty: 1011.096863
	Iteration 2F: 3 clusters Score -3361693 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -3366517.750000 Penalty: 1011.096863
	Iteration 3F: 3 clusters Score -3366518 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3372512.750000 Penalty: 1011.096863
	Iteration 4F: 3 clusters Score -3372513 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -3377660.500000 Penalty: 1011.096863
	Iteration 5F: 3 clusters Score -3377660 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3380238.000000 Penalty: 1011.096863
	Iteration 6Q: 3 clusters Score -3380238 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3380997.500000 Penalty: 1011.096863
	Iteration 7Q: 3 clusters Score -3380998 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -3381220.500000 Penalty: 1011.096863
	Iteration 8Q: 3 clusters Score -3381220 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -3381287.250000 Penalty: 1011.096863
	Iteration 9Q: 3 clusters Score -3381287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66828 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3381309.250000 Penalty: 1011.096863
	Iteration 10Q: 3 clusters Score -3381309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3381317.250000 Penalty: 1011.096863
	Iteration 11Q: 3 clusters Score -3381317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66841 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3381330.500000 Penalty: 1011.096863
	Iteration 12Q: 3 clusters Score -3381330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3381336.000000 Penalty: 1011.096863
	Iteration 13Q: 3 clusters Score -3381336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3381336.000000 Penalty: 1011.096863
	Iteration 14F: 3 clusters Score -3381336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Entering Unmasked Estep 
Score: -66574.648438 Penalty: 327.210022
	Iteration 0F: 2 clusters Score -66574.65 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 675 members 
Entering Unmasked Estep 
Score: -65553.921875 Penalty: 654.420044
	Iteration 0F: 3 clusters Score -65553.92 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -65904.171875 Penalty: 654.420044
	Iteration 1F: 3 clusters Score -65904.17 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -66034.304688 Penalty: 654.420044
	Iteration 2F: 3 clusters Score -66034.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -66194.265625 Penalty: 654.420044
	Iteration 3F: 3 clusters Score -66194.27 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -66331.273438 Penalty: 654.420044
	Iteration 4F: 3 clusters Score -66331.27 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -66417.476562 Penalty: 654.420044
	Iteration 5F: 3 clusters Score -66417.48 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -66467.585938 Penalty: 654.420044
	Iteration 6Q: 3 clusters Score -66467.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -66505.851562 Penalty: 654.420044
	Iteration 7Q: 3 clusters Score -66505.85 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -66530.960938 Penalty: 654.420044
	Iteration 8Q: 3 clusters Score -66530.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -66554.046875 Penalty: 654.420044
	Iteration 9Q: 3 clusters Score -66554.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -66583.148438 Penalty: 654.420044
	Iteration 10Q: 3 clusters Score -66583.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -66596.242188 Penalty: 654.420044
	Iteration 11Q: 3 clusters Score -66596.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -66601.531250 Penalty: 654.420044
	Iteration 12Q: 3 clusters Score -66601.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -66603.632812 Penalty: 654.420044
	Iteration 13Q: 3 clusters Score -66603.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -66605.187500 Penalty: 654.420044
	Iteration 14Q: 3 clusters Score -66605.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -66607.515625 Penalty: 654.420044
	Iteration 15Q: 3 clusters Score -66607.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -66612.390625 Penalty: 654.420044
	Iteration 16Q: 3 clusters Score -66612.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -66614.187500 Penalty: 654.420044
	Iteration 17Q: 3 clusters Score -66614.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -66614.625000 Penalty: 654.420044
	Iteration 18Q: 3 clusters Score -66614.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -66614.742188 Penalty: 654.420044
	Iteration 19Q: 3 clusters Score -66614.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -66614.742188 Penalty: 654.420044
	Iteration 20F: 3 clusters Score -66614.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 28099 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 135088 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 224 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 273775 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 1249 members 
Mstep: Class 17 contains 1723 members 
Mstep: Class 18 contains 66900 members 
Mstep: Class 19 contains 882 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 842 members 
Entering Unmasked Estep 
Score: -27438784.000000 Penalty: 13803.310547
Splitting cluster 19 changes total score from -27434112.000000 to -27438784.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 20 (3524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Entering Unmasked Estep 
Score: -194292.406250 Penalty: 371.614502
	Iteration 0F: 2 clusters Score -194292.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -191880.171875 Penalty: 743.229004
	Iteration 0F: 3 clusters Score -191880.2 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -192774.953125 Penalty: 743.229004
	Iteration 1F: 3 clusters Score -192775 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -192923.578125 Penalty: 743.229004
	Iteration 2F: 3 clusters Score -192923.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -193076.703125 Penalty: 743.229004
	Iteration 3F: 3 clusters Score -193076.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -193242.109375 Penalty: 743.229004
	Iteration 4F: 3 clusters Score -193242.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -193412.796875 Penalty: 743.229004
	Iteration 5F: 3 clusters Score -193412.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -193560.390625 Penalty: 743.229004
	Iteration 6F: 3 clusters Score -193560.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -193651.390625 Penalty: 743.229004
	Iteration 7Q: 3 clusters Score -193651.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -193715.437500 Penalty: 743.229004
	Iteration 8Q: 3 clusters Score -193715.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -193760.703125 Penalty: 743.229004
	Iteration 9Q: 3 clusters Score -193760.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -193801.546875 Penalty: 743.229004
	Iteration 10Q: 3 clusters Score -193801.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -193841.218750 Penalty: 743.229004
	Iteration 11Q: 3 clusters Score -193841.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -193882.171875 Penalty: 743.229004
	Iteration 12Q: 3 clusters Score -193882.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -193924.265625 Penalty: 743.229004
	Iteration 13Q: 3 clusters Score -193924.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -193958.031250 Penalty: 743.229004
	Iteration 14Q: 3 clusters Score -193958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -193975.484375 Penalty: 743.229004
	Iteration 15Q: 3 clusters Score -193975.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -193988.203125 Penalty: 743.229004
	Iteration 16Q: 3 clusters Score -193988.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -194001.234375 Penalty: 743.229004
	Iteration 17Q: 3 clusters Score -194001.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -194010.390625 Penalty: 743.229004
	Iteration 18Q: 3 clusters Score -194010.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -194014.906250 Penalty: 743.229004
	Iteration 19Q: 3 clusters Score -194014.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -194016.078125 Penalty: 743.229004
	Iteration 20F: 3 clusters Score -194016.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -194016.515625 Penalty: 743.229004
	Iteration 21Q: 3 clusters Score -194016.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -194016.656250 Penalty: 743.229004
	Iteration 22Q: 3 clusters Score -194016.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -194016.781250 Penalty: 743.229004
	Iteration 23Q: 3 clusters Score -194016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -194016.812500 Penalty: 743.229004
	Iteration 24Q: 3 clusters Score -194016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -194016.984375 Penalty: 743.229004
	Iteration 25Q: 3 clusters Score -194017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -194017.109375 Penalty: 743.229004
	Iteration 26Q: 3 clusters Score -194017.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -194018.093750 Penalty: 743.229004
	Iteration 27Q: 3 clusters Score -194018.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -194018.531250 Penalty: 743.229004
	Iteration 28Q: 3 clusters Score -194018.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -194018.531250 Penalty: 743.229004
	Iteration 29F: 3 clusters Score -194018.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -213068.171875 Penalty: 381.622681
	Iteration 0F: 2 clusters Score -213068.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -210077.640625 Penalty: 763.245361
	Iteration 0F: 3 clusters Score -210077.6 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -211315.296875 Penalty: 763.245361
	Iteration 1F: 3 clusters Score -211315.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -211837.765625 Penalty: 763.245361
	Iteration 2F: 3 clusters Score -211837.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -216778.343750 Penalty: 763.245361
	Iteration 3F: 3 clusters Score -216778.3 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -220143.703125 Penalty: 763.245361
	Iteration 4F: 3 clusters Score -220143.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -220757.312500 Penalty: 763.245361
	Iteration 5Q: 3 clusters Score -220757.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -220843.484375 Penalty: 763.245361
	Iteration 6Q: 3 clusters Score -220843.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -220844.187500 Penalty: 763.245361
	Iteration 7Q: 3 clusters Score -220844.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -220844.187500 Penalty: 763.245361
	Iteration 8F: 3 clusters Score -220844.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 28099 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 135088 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 224 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 273775 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 1249 members 
Mstep: Class 17 contains 1723 members 
Mstep: Class 18 contains 66900 members 
Mstep: Class 19 contains 882 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 466 members 
Entering Unmasked Estep 
Score: -27446286.000000 Penalty: 14403.454102
Splitting cluster 21 changes total score from -27434112.000000 to -27446286.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 22 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -20816.693359 Penalty: 281.378784
	Iteration 0F: 2 clusters Score -20816.69 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 244 members 
Entering Unmasked Estep 
Score: -20379.191406 Penalty: 562.757568
	Iteration 0F: 3 clusters Score -20379.19 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -20644.990234 Penalty: 562.757568
	Iteration 1F: 3 clusters Score -20644.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20713.546875 Penalty: 562.757568
	Iteration 2F: 3 clusters Score -20713.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -20755.607422 Penalty: 562.757568
	Iteration 3F: 3 clusters Score -20755.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20773.519531 Penalty: 562.757568
	Iteration 4Q: 3 clusters Score -20773.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20783.429688 Penalty: 562.757568
	Iteration 5Q: 3 clusters Score -20783.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20792.744141 Penalty: 562.757568
	Iteration 6Q: 3 clusters Score -20792.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -20798.500000 Penalty: 562.757568
	Iteration 7Q: 3 clusters Score -20798.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -20799.859375 Penalty: 562.757568
	Iteration 8Q: 3 clusters Score -20799.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20800.650391 Penalty: 562.757568
	Iteration 9Q: 3 clusters Score -20800.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20800.912109 Penalty: 562.757568
	Iteration 10Q: 3 clusters Score -20800.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20802.292969 Penalty: 562.757568
	Iteration 11Q: 3 clusters Score -20802.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20802.744141 Penalty: 562.757568
	Iteration 12Q: 3 clusters Score -20802.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20803.253906 Penalty: 562.757568
	Iteration 13Q: 3 clusters Score -20803.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20803.253906 Penalty: 562.757568
	Iteration 14F: 3 clusters Score -20803.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -36989.808594 Penalty: 306.477997
	Iteration 0F: 2 clusters Score -36989.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -36285.921875 Penalty: 612.955994
	Iteration 0F: 3 clusters Score -36285.92 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -36609.144531 Penalty: 612.955994
	Iteration 1F: 3 clusters Score -36609.14 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -36757.664062 Penalty: 612.955994
	Iteration 2F: 3 clusters Score -36757.66 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -36799.042969 Penalty: 612.955994
	Iteration 3F: 3 clusters Score -36799.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -36841.066406 Penalty: 612.955994
	Iteration 4Q: 3 clusters Score -36841.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -36911.312500 Penalty: 612.955994
	Iteration 5Q: 3 clusters Score -36911.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -36964.472656 Penalty: 612.955994
	Iteration 6F: 3 clusters Score -36964.47 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37011.945312 Penalty: 612.955994
	Iteration 7F: 3 clusters Score -37011.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -37054.953125 Penalty: 612.955994
	Iteration 8F: 3 clusters Score -37054.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37097.351562 Penalty: 612.955994
	Iteration 9Q: 3 clusters Score -37097.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37156.527344 Penalty: 612.955994
	Iteration 10Q: 3 clusters Score -37156.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37193.718750 Penalty: 612.955994
	Iteration 11Q: 3 clusters Score -37193.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37234.949219 Penalty: 612.955994
	Iteration 12Q: 3 clusters Score -37234.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37266.929688 Penalty: 612.955994
	Iteration 13Q: 3 clusters Score -37266.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37280.046875 Penalty: 612.955994
	Iteration 14Q: 3 clusters Score -37280.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37287.261719 Penalty: 612.955994
	Iteration 15Q: 3 clusters Score -37287.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37296.718750 Penalty: 612.955994
	Iteration 16Q: 3 clusters Score -37296.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37304.304688 Penalty: 612.955994
	Iteration 17Q: 3 clusters Score -37304.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37315.308594 Penalty: 612.955994
	Iteration 18Q: 3 clusters Score -37315.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37335.523438 Penalty: 612.955994
	Iteration 19Q: 3 clusters Score -37335.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37365.011719 Penalty: 612.955994
	Iteration 20F: 3 clusters Score -37365.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37424.093750 Penalty: 612.955994
	Iteration 21Q: 3 clusters Score -37424.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37542.039062 Penalty: 612.955994
	Iteration 22Q: 3 clusters Score -37542.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37649.648438 Penalty: 612.955994
	Iteration 23Q: 3 clusters Score -37649.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37670.398438 Penalty: 612.955994
	Iteration 24Q: 3 clusters Score -37670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37670.398438 Penalty: 612.955994
	Iteration 25F: 3 clusters Score -37670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 28099 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 135088 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 224 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 273775 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 1249 members 
Mstep: Class 17 contains 1723 members 
Mstep: Class 18 contains 66900 members 
Mstep: Class 19 contains 882 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 466 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
Score: -27446682.000000 Penalty: 15003.598633
Splitting cluster 23 changes total score from -27434112.000000 to -27446682.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 4 contains 28099 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 135088 members 
Mstep: Class 10 contains 224 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 273775 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 1249 members 
Mstep: Class 17 contains 1723 members 
Mstep: Class 18 contains 66900 members 
Mstep: Class 19 contains 882 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27448036.000000 Penalty: 15003.598633
Iteration 39Q: 26 clusters Score -2.744804e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2578 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5362 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 4 contains 27192 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 6 contains 137473 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 417 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 272794 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2903 members 
Mstep: Class 16 contains 1334 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 66326 members 
Mstep: Class 19 contains 966 members 
Mstep: Class 20 contains 3539 members 
Mstep: Class 21 contains 4012 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27450180.000000 Penalty: 15003.598633
Iteration 40F: 26 clusters Score -2.745018e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5357 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 26294 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 139897 members 
Mstep: Class 7 contains 917 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 188 members 
Mstep: Class 11 contains 439 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 271624 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 2834 members 
Mstep: Class 16 contains 1392 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 65778 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 3560 members 
Mstep: Class 21 contains 4041 members 
Mstep: Class 22 contains 377 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 452 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27451976.000000 Penalty: 15003.598633
Iteration 41Q: 26 clusters Score -2.745198e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 2572 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5342 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 25482 members 
Mstep: Class 5 contains 541 members 
Mstep: Class 6 contains 142205 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 1079 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 179 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 270496 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 2809 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 65334 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 4055 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 448 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27453194.000000 Penalty: 15003.598633
Iteration 42Q: 26 clusters Score -2.745319e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5316 members 
Mstep: Class 3 contains 457 members 
Mstep: Class 4 contains 24850 members 
Mstep: Class 5 contains 531 members 
Mstep: Class 6 contains 144208 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 179 members 
Mstep: Class 11 contains 467 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 269519 members 
Mstep: Class 14 contains 196 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 1576 members 
Mstep: Class 18 contains 64898 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 4063 members 
Mstep: Class 22 contains 360 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 438 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27454240.000000 Penalty: 15003.598633
Iteration 43Q: 26 clusters Score -2.745424e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 2575 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5296 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 24377 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 145947 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 178 members 
Mstep: Class 11 contains 477 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 268604 members 
Mstep: Class 14 contains 196 members 
Mstep: Class 15 contains 2782 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 64528 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3498 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 22 contains 353 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455114.000000 Penalty: 15003.598633
Iteration 44Q: 26 clusters Score -2.745511e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5280 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 23990 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 147524 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 1072 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 484 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 267740 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 2759 members 
Mstep: Class 16 contains 1519 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 64204 members 
Mstep: Class 19 contains 1007 members 
Mstep: Class 20 contains 3470 members 
Mstep: Class 21 contains 4068 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 432 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27455896.000000 Penalty: 15003.598633
Iteration 45Q: 26 clusters Score -2.74559e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5270 members 
Mstep: Class 3 contains 516 members 
Mstep: Class 4 contains 23764 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 148981 members 
Mstep: Class 7 contains 840 members 
Mstep: Class 8 contains 1071 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 487 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 266824 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 2752 members 
Mstep: Class 16 contains 1531 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 63903 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 3433 members 
Mstep: Class 21 contains 4070 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456278.000000 Penalty: 15003.598633
Iteration 46Q: 26 clusters Score -2.745628e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 2581 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5258 members 
Mstep: Class 3 contains 550 members 
Mstep: Class 4 contains 23647 members 
Mstep: Class 5 contains 525 members 
Mstep: Class 6 contains 150327 members 
Mstep: Class 7 contains 814 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 487 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 265868 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 2759 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 1487 members 
Mstep: Class 18 contains 63638 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3402 members 
Mstep: Class 21 contains 4073 members 
Mstep: Class 22 contains 340 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27456776.000000 Penalty: 15003.598633
Iteration 47Q: 26 clusters Score -2.745678e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 2582 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5247 members 
Mstep: Class 3 contains 581 members 
Mstep: Class 4 contains 23589 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 151715 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 1061 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 488 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 264790 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 2762 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 63405 members 
Mstep: Class 19 contains 1007 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 4074 members 
Mstep: Class 22 contains 340 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 428 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27457262.000000 Penalty: 15003.598633
Iteration 48Q: 26 clusters Score -2.745726e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5238 members 
Mstep: Class 3 contains 610 members 
Mstep: Class 4 contains 23633 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 153133 members 
Mstep: Class 7 contains 758 members 
Mstep: Class 8 contains 1057 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 488 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 263564 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 2758 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 63197 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3327 members 
Mstep: Class 21 contains 4077 members 
Mstep: Class 22 contains 340 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458086.000000 Penalty: 15003.598633
Iteration 49Q: 26 clusters Score -2.745809e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5236 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 23799 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 154525 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 174 members 
Mstep: Class 11 contains 488 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 262305 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 2765 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 1416 members 
Mstep: Class 18 contains 62933 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3277 members 
Mstep: Class 21 contains 4079 members 
Mstep: Class 22 contains 341 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27458852.000000 Penalty: 15003.598633
Iteration 50Q: 26 clusters Score -2.745885e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 24016 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 155883 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 174 members 
Mstep: Class 11 contains 488 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 261081 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 2765 members 
Mstep: Class 16 contains 1526 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 62650 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3217 members 
Mstep: Class 21 contains 4079 members 
Mstep: Class 22 contains 341 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27459652.000000 Penalty: 15003.598633
Iteration 51Q: 26 clusters Score -2.745965e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5229 members 
Mstep: Class 3 contains 676 members 
Mstep: Class 4 contains 24320 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 157229 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 488 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 259829 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 2773 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 62349 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3147 members 
Mstep: Class 21 contains 4080 members 
Mstep: Class 22 contains 341 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460300.000000 Penalty: 15003.598633
Iteration 52Q: 26 clusters Score -2.74603e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5224 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 24644 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 158425 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 170 members 
Mstep: Class 11 contains 488 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 258721 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 2785 members 
Mstep: Class 16 contains 1478 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 62021 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3095 members 
Mstep: Class 21 contains 4082 members 
Mstep: Class 22 contains 341 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27460924.000000 Penalty: 15003.598633
Iteration 53Q: 26 clusters Score -2.746092e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 2581 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5218 members 
Mstep: Class 3 contains 730 members 
Mstep: Class 4 contains 24948 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 159576 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 168 members 
Mstep: Class 11 contains 488 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 257701 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 16 contains 1463 members 
Mstep: Class 17 contains 1313 members 
Mstep: Class 18 contains 61670 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3032 members 
Mstep: Class 21 contains 4083 members 
Mstep: Class 22 contains 342 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27461700.000000 Penalty: 15003.598633
Iteration 54Q: 26 clusters Score -2.74617e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 2581 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5213 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 25174 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 160660 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 1056 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 169 members 
Mstep: Class 11 contains 488 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 256785 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 61333 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 2971 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 341 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27462226.000000 Penalty: 15003.598633
Iteration 55Q: 26 clusters Score -2.746223e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 2581 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5208 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 25433 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 161652 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 170 members 
Mstep: Class 11 contains 488 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 255961 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 2833 members 
Mstep: Class 16 contains 1441 members 
Mstep: Class 17 contains 1236 members 
Mstep: Class 18 contains 60988 members 
Mstep: Class 19 contains 1007 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 341 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27462832.000000 Penalty: 15003.598633
Iteration 56Q: 26 clusters Score -2.746283e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 2581 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 820 members 
Mstep: Class 4 contains 25706 members 
Mstep: Class 5 contains 525 members 
Mstep: Class 6 contains 162563 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 169 members 
Mstep: Class 11 contains 488 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 255159 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 1207 members 
Mstep: Class 18 contains 60680 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 2860 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 341 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463350.000000 Penalty: 15003.598633
Iteration 57Q: 26 clusters Score -2.746335e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 2581 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5192 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 25986 members 
Mstep: Class 5 contains 526 members 
Mstep: Class 6 contains 163215 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 1064 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 169 members 
Mstep: Class 11 contains 488 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 254593 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 2866 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 18 contains 60397 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 341 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27463992.000000 Penalty: 15003.598633
Iteration 58Q: 26 clusters Score -2.746399e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 2581 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5182 members 
Mstep: Class 3 contains 845 members 
Mstep: Class 4 contains 26231 members 
Mstep: Class 5 contains 526 members 
Mstep: Class 6 contains 163809 members 
Mstep: Class 7 contains 679 members 
Mstep: Class 8 contains 1069 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 168 members 
Mstep: Class 11 contains 488 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 254149 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2873 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1169 members 
Mstep: Class 18 contains 60079 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 341 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27464506.000000 Penalty: 15003.598633
Iteration 59Q: 26 clusters Score -2.746451e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 2581 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 26464 members 
Mstep: Class 5 contains 526 members 
Mstep: Class 6 contains 164336 members 
Mstep: Class 7 contains 678 members 
Mstep: Class 8 contains 1071 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 168 members 
Mstep: Class 11 contains 488 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 253773 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2876 members 
Mstep: Class 16 contains 1441 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 59787 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 340 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27465436.000000 Penalty: 15003.598633
Iteration 60F: 26 clusters Score -2.746544e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 2581 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5162 members 
Mstep: Class 3 contains 862 members 
Mstep: Class 4 contains 27051 members 
Mstep: Class 5 contains 526 members 
Mstep: Class 6 contains 164702 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 169 members 
Mstep: Class 11 contains 489 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 253169 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2892 members 
Mstep: Class 16 contains 1418 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 59528 members 
Mstep: Class 19 contains 1004 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466070.000000 Penalty: 15003.598633
Iteration 61Q: 26 clusters Score -2.746607e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 2581 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5157 members 
Mstep: Class 3 contains 864 members 
Mstep: Class 4 contains 27632 members 
Mstep: Class 5 contains 525 members 
Mstep: Class 6 contains 165025 members 
Mstep: Class 7 contains 673 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 171 members 
Mstep: Class 11 contains 489 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 252615 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2905 members 
Mstep: Class 16 contains 1398 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 59269 members 
Mstep: Class 19 contains 1004 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27466584.000000 Penalty: 15003.598633
Iteration 62Q: 26 clusters Score -2.746658e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5148 members 
Mstep: Class 3 contains 865 members 
Mstep: Class 4 contains 28216 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 165262 members 
Mstep: Class 7 contains 670 members 
Mstep: Class 8 contains 1072 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 489 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 252193 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 58960 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467002.000000 Penalty: 15003.598633
Iteration 63Q: 26 clusters Score -2.7467e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5144 members 
Mstep: Class 3 contains 869 members 
Mstep: Class 4 contains 28783 members 
Mstep: Class 5 contains 525 members 
Mstep: Class 6 contains 165372 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 489 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 251898 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 1367 members 
Mstep: Class 17 contains 1130 members 
Mstep: Class 18 contains 58651 members 
Mstep: Class 19 contains 1007 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467428.000000 Penalty: 15003.598633
Iteration 64Q: 26 clusters Score -2.746743e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5134 members 
Mstep: Class 3 contains 868 members 
Mstep: Class 4 contains 29329 members 
Mstep: Class 5 contains 526 members 
Mstep: Class 6 contains 165335 members 
Mstep: Class 7 contains 666 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 178 members 
Mstep: Class 11 contains 489 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 251790 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 2957 members 
Mstep: Class 16 contains 1352 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 58340 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 2476 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 432 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27467748.000000 Penalty: 15003.598633
Iteration 65Q: 26 clusters Score -2.746775e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5129 members 
Mstep: Class 3 contains 867 members 
Mstep: Class 4 contains 29829 members 
Mstep: Class 5 contains 526 members 
Mstep: Class 6 contains 165237 members 
Mstep: Class 7 contains 665 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 178 members 
Mstep: Class 11 contains 490 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 251775 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 58032 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 2440 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 433 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468218.000000 Penalty: 15003.598633
Iteration 66Q: 26 clusters Score -2.746822e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5122 members 
Mstep: Class 3 contains 867 members 
Mstep: Class 4 contains 30337 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 164990 members 
Mstep: Class 7 contains 663 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 419 members 
Mstep: Class 10 contains 178 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 251911 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 15 contains 2988 members 
Mstep: Class 16 contains 1345 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 57732 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 436 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468404.000000 Penalty: 15003.598633
Iteration 67Q: 26 clusters Score -2.74684e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5116 members 
Mstep: Class 3 contains 867 members 
Mstep: Class 4 contains 30796 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 164651 members 
Mstep: Class 7 contains 659 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 178 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 252133 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 1350 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 57441 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 438 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468714.000000 Penalty: 15003.598633
Iteration 68Q: 26 clusters Score -2.746871e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5109 members 
Mstep: Class 3 contains 867 members 
Mstep: Class 4 contains 31239 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 164163 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 421 members 
Mstep: Class 10 contains 178 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 252481 members 
Mstep: Class 14 contains 202 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 1351 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 57179 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 439 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27468980.000000 Penalty: 15003.598633
Iteration 69Q: 26 clusters Score -2.746898e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5102 members 
Mstep: Class 3 contains 867 members 
Mstep: Class 4 contains 31657 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 163654 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 423 members 
Mstep: Class 10 contains 178 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 252868 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 3035 members 
Mstep: Class 16 contains 1345 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 56921 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 440 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469050.000000 Penalty: 15003.598633
Iteration 70Q: 26 clusters Score -2.746905e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5103 members 
Mstep: Class 3 contains 868 members 
Mstep: Class 4 contains 32064 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 163129 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 178 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 253281 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 1345 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 56668 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 440 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469176.000000 Penalty: 15003.598633
Iteration 71Q: 26 clusters Score -2.746918e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 868 members 
Mstep: Class 4 contains 32455 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 162597 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 178 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 253720 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3053 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 56416 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 2257 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 440 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469402.000000 Penalty: 15003.598633
Iteration 72Q: 26 clusters Score -2.74694e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 868 members 
Mstep: Class 4 contains 32835 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 161974 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 179 members 
Mstep: Class 11 contains 525 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 254223 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 56201 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 440 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469558.000000 Penalty: 15003.598633
Iteration 73Q: 26 clusters Score -2.746956e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5113 members 
Mstep: Class 3 contains 868 members 
Mstep: Class 4 contains 33220 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 161321 members 
Mstep: Class 7 contains 648 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 180 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 254735 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 3066 members 
Mstep: Class 16 contains 1350 members 
Mstep: Class 17 contains 1126 members 
Mstep: Class 18 contains 55975 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 440 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27469684.000000 Penalty: 15003.598633
Iteration 74Q: 26 clusters Score -2.746968e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5122 members 
Mstep: Class 3 contains 867 members 
Mstep: Class 4 contains 33645 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 160645 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 181 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 255221 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 1353 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 18 contains 55762 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 2239 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 440 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470000.000000 Penalty: 15003.598633
Iteration 75Q: 26 clusters Score -2.747e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5133 members 
Mstep: Class 3 contains 867 members 
Mstep: Class 4 contains 34055 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 159933 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 181 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 255755 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 1355 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 18 contains 55540 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 2238 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 440 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470194.000000 Penalty: 15003.598633
Iteration 76Q: 26 clusters Score -2.747019e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5149 members 
Mstep: Class 3 contains 867 members 
Mstep: Class 4 contains 34431 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 159152 members 
Mstep: Class 7 contains 635 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 429 members 
Mstep: Class 10 contains 181 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 256388 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1362 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 18 contains 55327 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 2231 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 440 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470196.000000 Penalty: 15003.598633
Iteration 77Q: 26 clusters Score -2.74702e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 867 members 
Mstep: Class 4 contains 34781 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 158344 members 
Mstep: Class 7 contains 634 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 429 members 
Mstep: Class 10 contains 180 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 257049 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 18 contains 55121 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 2222 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27470308.000000 Penalty: 15003.598633
Iteration 78Q: 26 clusters Score -2.747031e+07 nChanged 1720
Entering ConstructFrom: 
Score: -27470308.000000 Penalty: 15003.598633
Entering ConstructFrom: 
Trying to split cluster 1 (2552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Entering Unmasked Estep 
Score: -141786.750000 Penalty: 356.930786
	Iteration 0F: 2 clusters Score -141786.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -139973.968750 Penalty: 713.861572
	Iteration 0F: 3 clusters Score -139974 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -140616.484375 Penalty: 713.861572
	Iteration 1F: 3 clusters Score -140616.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -140741.000000 Penalty: 713.861572
	Iteration 2F: 3 clusters Score -140741 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -140882.984375 Penalty: 713.861572
	Iteration 3F: 3 clusters Score -140883 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -141075.562500 Penalty: 713.861572
	Iteration 4F: 3 clusters Score -141075.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -141277.734375 Penalty: 713.861572
	Iteration 5F: 3 clusters Score -141277.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -141442.578125 Penalty: 713.861572
	Iteration 6F: 3 clusters Score -141442.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -141546.875000 Penalty: 713.861572
	Iteration 7Q: 3 clusters Score -141546.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -141582.171875 Penalty: 713.861572
	Iteration 8Q: 3 clusters Score -141582.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -141598.390625 Penalty: 713.861572
	Iteration 9Q: 3 clusters Score -141598.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -141604.437500 Penalty: 713.861572
	Iteration 10Q: 3 clusters Score -141604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -141605.343750 Penalty: 713.861572
	Iteration 11Q: 3 clusters Score -141605.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -141605.703125 Penalty: 713.861572
	Iteration 12Q: 3 clusters Score -141605.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -141605.734375 Penalty: 713.861572
	Iteration 13Q: 3 clusters Score -141605.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -141606.609375 Penalty: 713.861572
	Iteration 14Q: 3 clusters Score -141606.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -141606.609375 Penalty: 713.861572
	Iteration 15F: 3 clusters Score -141606.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Entering Unmasked Estep 
Score: -254840.734375 Penalty: 389.343079
	Iteration 0F: 2 clusters Score -254840.7 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 2584 members 
Entering Unmasked Estep 
Score: -251281.421875 Penalty: 778.686157
	Iteration 0F: 3 clusters Score -251281.4 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -252574.390625 Penalty: 778.686157
	Iteration 1F: 3 clusters Score -252574.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -252682.218750 Penalty: 778.686157
	Iteration 2F: 3 clusters Score -252682.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -252794.062500 Penalty: 778.686157
	Iteration 3Q: 3 clusters Score -252794.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -252940.046875 Penalty: 778.686157
	Iteration 4F: 3 clusters Score -252940 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -253122.781250 Penalty: 778.686157
	Iteration 5F: 3 clusters Score -253122.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -253367.765625 Penalty: 778.686157
	Iteration 6F: 3 clusters Score -253367.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -253651.343750 Penalty: 778.686157
	Iteration 7F: 3 clusters Score -253651.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -253918.765625 Penalty: 778.686157
	Iteration 8F: 3 clusters Score -253918.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -254106.953125 Penalty: 778.686157
	Iteration 9Q: 3 clusters Score -254107 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -254213.796875 Penalty: 778.686157
	Iteration 10Q: 3 clusters Score -254213.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -254290.562500 Penalty: 778.686157
	Iteration 11Q: 3 clusters Score -254290.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -254343.609375 Penalty: 778.686157
	Iteration 12Q: 3 clusters Score -254343.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -254390.593750 Penalty: 778.686157
	Iteration 13Q: 3 clusters Score -254390.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -254423.203125 Penalty: 778.686157
	Iteration 14Q: 3 clusters Score -254423.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -254438.687500 Penalty: 778.686157
	Iteration 15Q: 3 clusters Score -254438.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -254455.796875 Penalty: 778.686157
	Iteration 16Q: 3 clusters Score -254455.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -254471.703125 Penalty: 778.686157
	Iteration 17Q: 3 clusters Score -254471.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -254485.109375 Penalty: 778.686157
	Iteration 18Q: 3 clusters Score -254485.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -254490.593750 Penalty: 778.686157
	Iteration 19Q: 3 clusters Score -254490.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -254495.734375 Penalty: 778.686157
	Iteration 20F: 3 clusters Score -254495.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -254502.468750 Penalty: 778.686157
	Iteration 21Q: 3 clusters Score -254502.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -254507.609375 Penalty: 778.686157
	Iteration 22Q: 3 clusters Score -254507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -254511.031250 Penalty: 778.686157
	Iteration 23Q: 3 clusters Score -254511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -254514.781250 Penalty: 778.686157
	Iteration 24Q: 3 clusters Score -254514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -254515.937500 Penalty: 778.686157
	Iteration 25Q: 3 clusters Score -254515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -254519.515625 Penalty: 778.686157
	Iteration 26Q: 3 clusters Score -254519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -254520.375000 Penalty: 778.686157
	Iteration 27Q: 3 clusters Score -254520.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -254520.593750 Penalty: 778.686157
	Iteration 28Q: 3 clusters Score -254520.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -254521.312500 Penalty: 778.686157
	Iteration 29Q: 3 clusters Score -254521.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -254521.312500 Penalty: 778.686157
	Iteration 30F: 3 clusters Score -254521.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -33402.132812 Penalty: 307.809265
	Iteration 0F: 2 clusters Score -33402.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -32792.757812 Penalty: 615.618530
	Iteration 0F: 3 clusters Score -32792.76 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -33295.789062 Penalty: 615.618530
	Iteration 1F: 3 clusters Score -33295.79 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33883.699219 Penalty: 615.618530
	Iteration 2F: 3 clusters Score -33883.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34456.582031 Penalty: 615.618530
	Iteration 3F: 3 clusters Score -34456.58 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34781.792969 Penalty: 615.618530
	Iteration 4F: 3 clusters Score -34781.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34852.582031 Penalty: 615.618530
	Iteration 5Q: 3 clusters Score -34852.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34877.773438 Penalty: 615.618530
	Iteration 6Q: 3 clusters Score -34877.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -34883.343750 Penalty: 615.618530
	Iteration 7Q: 3 clusters Score -34883.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -34893.363281 Penalty: 615.618530
	Iteration 8Q: 3 clusters Score -34893.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34893.738281 Penalty: 615.618530
	Iteration 9Q: 3 clusters Score -34893.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34893.738281 Penalty: 615.618530
	Iteration 10F: 3 clusters Score -34893.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 35142 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 157561 members 
Mstep: Class 7 contains 633 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 429 members 
Mstep: Class 10 contains 180 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 257687 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 3053 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 18 contains 54905 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 281 members 
Entering Unmasked Estep 
Score: -27471484.000000 Penalty: 15603.742188
Splitting cluster 3 changes total score from -27470308.000000 to -27471484.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 4 (35142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Entering Unmasked Estep 
Score: -1941319.250000 Penalty: 476.255432
	Iteration 0F: 2 clusters Score -1941319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -1917651.375000 Penalty: 952.510864
	Iteration 0F: 3 clusters Score -1917651 nChanged 17007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1928842.375000 Penalty: 952.510864
	Iteration 1F: 3 clusters Score -1928842 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1931130.750000 Penalty: 952.510864
	Iteration 2F: 3 clusters Score -1931131 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1934221.250000 Penalty: 952.510864
	Iteration 3F: 3 clusters Score -1934221 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1936991.250000 Penalty: 952.510864
	Iteration 4F: 3 clusters Score -1936991 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1938859.000000 Penalty: 952.510864
	Iteration 5F: 3 clusters Score -1938859 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1940003.125000 Penalty: 952.510864
	Iteration 6Q: 3 clusters Score -1940003 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1940506.875000 Penalty: 952.510864
	Iteration 7Q: 3 clusters Score -1940507 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1940661.875000 Penalty: 952.510864
	Iteration 8Q: 3 clusters Score -1940662 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1940733.875000 Penalty: 952.510864
	Iteration 9Q: 3 clusters Score -1940734 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1940778.125000 Penalty: 952.510864
	Iteration 10Q: 3 clusters Score -1940778 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1940819.000000 Penalty: 952.510864
	Iteration 11Q: 3 clusters Score -1940819 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1940863.125000 Penalty: 952.510864
	Iteration 12Q: 3 clusters Score -1940863 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1940902.750000 Penalty: 952.510864
	Iteration 13Q: 3 clusters Score -1940903 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1940936.375000 Penalty: 952.510864
	Iteration 14Q: 3 clusters Score -1940936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1940975.250000 Penalty: 952.510864
	Iteration 15Q: 3 clusters Score -1940975 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1940987.625000 Penalty: 952.510864
	Iteration 16Q: 3 clusters Score -1940988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1941003.250000 Penalty: 952.510864
	Iteration 17Q: 3 clusters Score -1941003 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1941016.875000 Penalty: 952.510864
	Iteration 18Q: 3 clusters Score -1941017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1941021.250000 Penalty: 952.510864
	Iteration 19Q: 3 clusters Score -1941021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1941031.000000 Penalty: 952.510864
	Iteration 20F: 3 clusters Score -1941031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1941031.375000 Penalty: 952.510864
	Iteration 21Q: 3 clusters Score -1941031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1941039.375000 Penalty: 952.510864
	Iteration 22Q: 3 clusters Score -1941039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1941042.125000 Penalty: 952.510864
	Iteration 23Q: 3 clusters Score -1941042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1941046.000000 Penalty: 952.510864
	Iteration 24Q: 3 clusters Score -1941046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1941044.750000 Penalty: 952.510864
	Iteration 25Q: 3 clusters Score -1941045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1941048.500000 Penalty: 952.510864
	Iteration 26Q: 3 clusters Score -1941048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1941053.375000 Penalty: 952.510864
	Iteration 27Q: 3 clusters Score -1941053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1941053.125000 Penalty: 952.510864
	Iteration 28Q: 3 clusters Score -1941053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1941056.750000 Penalty: 952.510864
	Iteration 29Q: 3 clusters Score -1941057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1941055.250000 Penalty: 952.510864
	Iteration 30Q: 3 clusters Score -1941055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1941055.875000 Penalty: 952.510864
	Iteration 31Q: 3 clusters Score -1941056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1941053.750000 Penalty: 952.510864
	Iteration 32Q: 3 clusters Score -1941054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1941056.875000 Penalty: 952.510864
	Iteration 33Q: 3 clusters Score -1941057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1941060.625000 Penalty: 952.510864
	Iteration 34Q: 3 clusters Score -1941061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1941060.500000 Penalty: 952.510864
	Iteration 35Q: 3 clusters Score -1941060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1941062.375000 Penalty: 952.510864
	Iteration 36Q: 3 clusters Score -1941062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1941061.625000 Penalty: 952.510864
	Iteration 37Q: 3 clusters Score -1941062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1941063.375000 Penalty: 952.510864
	Iteration 38Q: 3 clusters Score -1941063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1941063.000000 Penalty: 952.510864
	Iteration 39Q: 3 clusters Score -1941063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1941063.250000 Penalty: 952.510864
	Iteration 40F: 3 clusters Score -1941063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1941061.625000 Penalty: 952.510864
	Iteration 41Q: 3 clusters Score -1941062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1941062.625000 Penalty: 952.510864
	Iteration 42Q: 3 clusters Score -1941063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1941064.125000 Penalty: 952.510864
	Iteration 43Q: 3 clusters Score -1941064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1941060.750000 Penalty: 952.510864
	Iteration 44Q: 3 clusters Score -1941061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1941063.125000 Penalty: 952.510864
	Iteration 45Q: 3 clusters Score -1941063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1941065.125000 Penalty: 952.510864
	Iteration 46Q: 3 clusters Score -1941065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1941064.250000 Penalty: 952.510864
	Iteration 47Q: 3 clusters Score -1941064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1941066.250000 Penalty: 952.510864
	Iteration 48Q: 3 clusters Score -1941066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1941066.000000 Penalty: 952.510864
	Iteration 49Q: 3 clusters Score -1941066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1941069.000000 Penalty: 952.510864
	Iteration 50Q: 3 clusters Score -1941069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1941069.625000 Penalty: 952.510864
	Iteration 51Q: 3 clusters Score -1941070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1941068.500000 Penalty: 952.510864
	Iteration 52Q: 3 clusters Score -1941068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1941068.500000 Penalty: 952.510864
	Iteration 53F: 3 clusters Score -1941068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -27485.240234 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -27485.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26983.912109 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -26983.91 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27115.777344 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -27115.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27145.011719 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -27145.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27157.119141 Penalty: 569.621948
	Iteration 3Q: 3 clusters Score -27157.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27167.025391 Penalty: 569.621948
	Iteration 4Q: 3 clusters Score -27167.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27174.017578 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -27174.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27181.156250 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -27181.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27185.960938 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -27185.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27189.773438 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -27189.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27194.750000 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -27194.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27197.125000 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -27197.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27198.972656 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -27198.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27200.087891 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -27200.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27200.835938 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -27200.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27200.835938 Penalty: 569.621948
	Iteration 14F: 3 clusters Score -27200.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (157561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157561 members 
Entering Unmasked Estep 
Score: -8472121.000000 Penalty: 544.524353
	Iteration 0F: 2 clusters Score -8472121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79026 members 
Mstep: Class 2 contains 78535 members 
Entering Unmasked Estep 
Score: -8365780.500000 Penalty: 1089.048706
	Iteration 0F: 3 clusters Score -8365780 nChanged 77528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 67723 members 
Entering Unmasked Estep 
Score: -8415258.000000 Penalty: 1089.048706
	Iteration 1F: 3 clusters Score -8415258 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96156 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -8418812.000000 Penalty: 1089.048706
	Iteration 2F: 3 clusters Score -8418812 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105060 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -8424490.000000 Penalty: 1089.048706
	Iteration 3F: 3 clusters Score -8424490 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116686 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -8433427.000000 Penalty: 1089.048706
	Iteration 4F: 3 clusters Score -8433427 nChanged 13322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129914 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -8445503.000000 Penalty: 1089.048706
	Iteration 5F: 3 clusters Score -8445503 nChanged 11938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141840 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -8457017.000000 Penalty: 1089.048706
	Iteration 6F: 3 clusters Score -8457017 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149482 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -8464544.000000 Penalty: 1089.048706
	Iteration 7Q: 3 clusters Score -8464544 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153386 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -8468296.000000 Penalty: 1089.048706
	Iteration 8Q: 3 clusters Score -8468296 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155254 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8469963.000000 Penalty: 1089.048706
	Iteration 9Q: 3 clusters Score -8469963 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156142 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8470735.000000 Penalty: 1089.048706
	Iteration 10Q: 3 clusters Score -8470735 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156606 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8471152.000000 Penalty: 1089.048706
	Iteration 11Q: 3 clusters Score -8471152 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156837 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8471334.000000 Penalty: 1089.048706
	Iteration 12Q: 3 clusters Score -8471334 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156967 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8471441.000000 Penalty: 1089.048706
	Iteration 13Q: 3 clusters Score -8471441 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157036 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8471532.000000 Penalty: 1089.048706
	Iteration 14Q: 3 clusters Score -8471532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157089 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8471568.000000 Penalty: 1089.048706
	Iteration 15Q: 3 clusters Score -8471568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157116 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8471603.000000 Penalty: 1089.048706
	Iteration 16Q: 3 clusters Score -8471603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157137 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8471641.000000 Penalty: 1089.048706
	Iteration 17Q: 3 clusters Score -8471641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157152 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8471655.000000 Penalty: 1089.048706
	Iteration 18Q: 3 clusters Score -8471655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157166 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8471665.000000 Penalty: 1089.048706
	Iteration 19Q: 3 clusters Score -8471665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157173 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8471684.000000 Penalty: 1089.048706
	Iteration 20F: 3 clusters Score -8471684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157184 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8471695.000000 Penalty: 1089.048706
	Iteration 21Q: 3 clusters Score -8471695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157191 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8471694.000000 Penalty: 1089.048706
	Iteration 22Q: 3 clusters Score -8471694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157194 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8471703.000000 Penalty: 1089.048706
	Iteration 23Q: 3 clusters Score -8471703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157196 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8471703.000000 Penalty: 1089.048706
	Iteration 24Q: 3 clusters Score -8471703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157197 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8471703.000000 Penalty: 1089.048706
	Iteration 25Q: 3 clusters Score -8471703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157198 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8471707.000000 Penalty: 1089.048706
	Iteration 26Q: 3 clusters Score -8471707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157197 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8471704.000000 Penalty: 1089.048706
	Iteration 27Q: 3 clusters Score -8471704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157203 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8471710.000000 Penalty: 1089.048706
	Iteration 28Q: 3 clusters Score -8471710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157204 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8471712.000000 Penalty: 1089.048706
	Iteration 29Q: 3 clusters Score -8471712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157206 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8471718.000000 Penalty: 1089.048706
	Iteration 30Q: 3 clusters Score -8471718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157206 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8471722.000000 Penalty: 1089.048706
	Iteration 31Q: 3 clusters Score -8471722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157206 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8471728.000000 Penalty: 1089.048706
	Iteration 32Q: 3 clusters Score -8471728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157204 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8471725.000000 Penalty: 1089.048706
	Iteration 33Q: 3 clusters Score -8471725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157204 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8471728.000000 Penalty: 1089.048706
	Iteration 34Q: 3 clusters Score -8471728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157204 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8471730.000000 Penalty: 1089.048706
	Iteration 35Q: 3 clusters Score -8471730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157205 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8471730.000000 Penalty: 1089.048706
	Iteration 36Q: 3 clusters Score -8471730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157208 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8471733.000000 Penalty: 1089.048706
	Iteration 37Q: 3 clusters Score -8471733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157209 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8471735.000000 Penalty: 1089.048706
	Iteration 38Q: 3 clusters Score -8471735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157209 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8471735.000000 Penalty: 1089.048706
	Iteration 39F: 3 clusters Score -8471735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -31519.394531 Penalty: 293.496399
	Iteration 0F: 2 clusters Score -31519.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -30992.396484 Penalty: 586.992798
	Iteration 0F: 3 clusters Score -30992.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -31263.496094 Penalty: 586.992798
	Iteration 1F: 3 clusters Score -31263.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -31324.261719 Penalty: 586.992798
	Iteration 2F: 3 clusters Score -31324.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -31356.853516 Penalty: 586.992798
	Iteration 3F: 3 clusters Score -31356.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -31374.529297 Penalty: 586.992798
	Iteration 4Q: 3 clusters Score -31374.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -31380.912109 Penalty: 586.992798
	Iteration 5Q: 3 clusters Score -31380.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -31386.572266 Penalty: 586.992798
	Iteration 6Q: 3 clusters Score -31386.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -31391.763672 Penalty: 586.992798
	Iteration 7Q: 3 clusters Score -31391.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -31395.101562 Penalty: 586.992798
	Iteration 8Q: 3 clusters Score -31395.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -31399.158203 Penalty: 586.992798
	Iteration 9Q: 3 clusters Score -31399.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -31402.699219 Penalty: 586.992798
	Iteration 10Q: 3 clusters Score -31402.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -31403.628906 Penalty: 586.992798
	Iteration 11Q: 3 clusters Score -31403.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -31403.765625 Penalty: 586.992798
	Iteration 12Q: 3 clusters Score -31403.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -31403.765625 Penalty: 586.992798
	Iteration 13F: 3 clusters Score -31403.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -47286.496094 Penalty: 317.678009
	Iteration 0F: 2 clusters Score -47286.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -46459.636719 Penalty: 635.356018
	Iteration 0F: 3 clusters Score -46459.64 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -46805.031250 Penalty: 635.356018
	Iteration 1F: 3 clusters Score -46805.03 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -46986.402344 Penalty: 635.356018
	Iteration 2F: 3 clusters Score -46986.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47215.207031 Penalty: 635.356018
	Iteration 3F: 3 clusters Score -47215.21 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47360.964844 Penalty: 635.356018
	Iteration 4F: 3 clusters Score -47360.96 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47456.066406 Penalty: 635.356018
	Iteration 5F: 3 clusters Score -47456.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47529.882812 Penalty: 635.356018
	Iteration 6Q: 3 clusters Score -47529.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47588.539062 Penalty: 635.356018
	Iteration 7Q: 3 clusters Score -47588.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47624.566406 Penalty: 635.356018
	Iteration 8Q: 3 clusters Score -47624.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47641.804688 Penalty: 635.356018
	Iteration 9Q: 3 clusters Score -47641.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47657.250000 Penalty: 635.356018
	Iteration 10Q: 3 clusters Score -47657.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47661.558594 Penalty: 635.356018
	Iteration 11Q: 3 clusters Score -47661.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47662.156250 Penalty: 635.356018
	Iteration 12Q: 3 clusters Score -47662.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47662.996094 Penalty: 635.356018
	Iteration 13Q: 3 clusters Score -47663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47663.332031 Penalty: 635.356018
	Iteration 14Q: 3 clusters Score -47663.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47663.671875 Penalty: 635.356018
	Iteration 15Q: 3 clusters Score -47663.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47664.347656 Penalty: 635.356018
	Iteration 16Q: 3 clusters Score -47664.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47664.628906 Penalty: 635.356018
	Iteration 17Q: 3 clusters Score -47664.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47664.996094 Penalty: 635.356018
	Iteration 18Q: 3 clusters Score -47665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47664.996094 Penalty: 635.356018
	Iteration 19F: 3 clusters Score -47665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 35142 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 157561 members 
Mstep: Class 7 contains 633 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 429 members 
Mstep: Class 10 contains 180 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 257687 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 3053 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 18 contains 54905 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 281 members 
Mstep: Class 27 contains 202 members 
Entering Unmasked Estep 
Score: -27471576.000000 Penalty: 16203.886719
Splitting cluster 8 changes total score from -27470308.000000 to -27471576.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -20819.669922 Penalty: 275.796265
	Iteration 0F: 2 clusters Score -20819.67 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 215 members 
Entering Unmasked Estep 
Score: -20378.699219 Penalty: 551.592529
	Iteration 0F: 3 clusters Score -20378.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20467.207031 Penalty: 551.592529
	Iteration 1F: 3 clusters Score -20467.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20500.851562 Penalty: 551.592529
	Iteration 2F: 3 clusters Score -20500.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20509.957031 Penalty: 551.592529
	Iteration 3Q: 3 clusters Score -20509.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20514.474609 Penalty: 551.592529
	Iteration 4Q: 3 clusters Score -20514.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20519.371094 Penalty: 551.592529
	Iteration 5Q: 3 clusters Score -20519.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20524.015625 Penalty: 551.592529
	Iteration 6Q: 3 clusters Score -20524.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20530.736328 Penalty: 551.592529
	Iteration 7Q: 3 clusters Score -20530.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20533.699219 Penalty: 551.592529
	Iteration 8Q: 3 clusters Score -20533.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20534.480469 Penalty: 551.592529
	Iteration 9Q: 3 clusters Score -20534.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20534.826172 Penalty: 551.592529
	Iteration 10Q: 3 clusters Score -20534.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20535.585938 Penalty: 551.592529
	Iteration 11Q: 3 clusters Score -20535.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20535.585938 Penalty: 551.592529
	Iteration 12F: 3 clusters Score -20535.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -7406.885742 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -7406.886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7149.699219 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -7149.699 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7263.868164 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -7263.868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7305.958008 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -7305.958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7318.903320 Penalty: 472.559082
	Iteration 3Q: 3 clusters Score -7318.903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7329.331055 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -7329.331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7335.357910 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -7335.358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7338.621094 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -7338.621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7339.556152 Penalty: 472.559082
	Iteration 7Q: 3 clusters Score -7339.556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7341.009277 Penalty: 472.559082
	Iteration 8Q: 3 clusters Score -7341.009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7344.850586 Penalty: 472.559082
	Iteration 9Q: 3 clusters Score -7344.851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7346.336914 Penalty: 472.559082
	Iteration 10Q: 3 clusters Score -7346.337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7346.336914 Penalty: 472.559082
	Iteration 11F: 3 clusters Score -7346.337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -26439.400391 Penalty: 288.164215
	Iteration 0F: 2 clusters Score -26439.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25891.126953 Penalty: 576.328430
	Iteration 0F: 3 clusters Score -25891.13 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26021.953125 Penalty: 576.328430
	Iteration 1F: 3 clusters Score -26021.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26062.960938 Penalty: 576.328430
	Iteration 2F: 3 clusters Score -26062.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26085.492188 Penalty: 576.328430
	Iteration 3F: 3 clusters Score -26085.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -26102.246094 Penalty: 576.328430
	Iteration 4Q: 3 clusters Score -26102.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26117.773438 Penalty: 576.328430
	Iteration 5Q: 3 clusters Score -26117.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -26131.626953 Penalty: 576.328430
	Iteration 6Q: 3 clusters Score -26131.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26139.455078 Penalty: 576.328430
	Iteration 7Q: 3 clusters Score -26139.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26148.933594 Penalty: 576.328430
	Iteration 8Q: 3 clusters Score -26148.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26159.322266 Penalty: 576.328430
	Iteration 9Q: 3 clusters Score -26159.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -26166.953125 Penalty: 576.328430
	Iteration 10Q: 3 clusters Score -26166.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26174.009766 Penalty: 576.328430
	Iteration 11Q: 3 clusters Score -26174.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26183.623047 Penalty: 576.328430
	Iteration 12Q: 3 clusters Score -26183.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26192.462891 Penalty: 576.328430
	Iteration 13Q: 3 clusters Score -26192.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -26203.031250 Penalty: 576.328430
	Iteration 14Q: 3 clusters Score -26203.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26217.521484 Penalty: 576.328430
	Iteration 15Q: 3 clusters Score -26217.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26222.654297 Penalty: 576.328430
	Iteration 16Q: 3 clusters Score -26222.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26225.597656 Penalty: 576.328430
	Iteration 17Q: 3 clusters Score -26225.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26228.537109 Penalty: 576.328430
	Iteration 18Q: 3 clusters Score -26228.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26230.998047 Penalty: 576.328430
	Iteration 19Q: 3 clusters Score -26231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26235.033203 Penalty: 576.328430
	Iteration 20F: 3 clusters Score -26235.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26237.535156 Penalty: 576.328430
	Iteration 21Q: 3 clusters Score -26237.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -26239.142578 Penalty: 576.328430
	Iteration 22Q: 3 clusters Score -26239.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -26241.748047 Penalty: 576.328430
	Iteration 23Q: 3 clusters Score -26241.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26247.166016 Penalty: 576.328430
	Iteration 24Q: 3 clusters Score -26247.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -26256.080078 Penalty: 576.328430
	Iteration 25Q: 3 clusters Score -26256.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26266.642578 Penalty: 576.328430
	Iteration 26Q: 3 clusters Score -26266.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -26274.482422 Penalty: 576.328430
	Iteration 27Q: 3 clusters Score -26274.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26281.478516 Penalty: 576.328430
	Iteration 28Q: 3 clusters Score -26281.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -26286.064453 Penalty: 576.328430
	Iteration 29Q: 3 clusters Score -26286.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -26288.808594 Penalty: 576.328430
	Iteration 30Q: 3 clusters Score -26288.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26290.208984 Penalty: 576.328430
	Iteration 31Q: 3 clusters Score -26290.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26290.740234 Penalty: 576.328430
	Iteration 32Q: 3 clusters Score -26290.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -26291.330078 Penalty: 576.328430
	Iteration 33Q: 3 clusters Score -26291.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -26293.708984 Penalty: 576.328430
	Iteration 34Q: 3 clusters Score -26293.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -26297.238281 Penalty: 576.328430
	Iteration 35Q: 3 clusters Score -26297.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -26299.763672 Penalty: 576.328430
	Iteration 36Q: 3 clusters Score -26299.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -26300.562500 Penalty: 576.328430
	Iteration 37Q: 3 clusters Score -26300.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -26302.191406 Penalty: 576.328430
	Iteration 38Q: 3 clusters Score -26302.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -26302.744141 Penalty: 576.328430
	Iteration 39Q: 3 clusters Score -26302.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -26302.744141 Penalty: 576.328430
	Iteration 40F: 3 clusters Score -26302.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -15225.497070 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -15225.5 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 190 members 
Entering Unmasked Estep 
Score: -14990.278320 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -14990.28 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15791.989258 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -15791.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16022.491211 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -16022.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -16034.020508 Penalty: 539.592651
	Iteration 3Q: 3 clusters Score -16034.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -16034.020508 Penalty: 539.592651
	Iteration 4F: 3 clusters Score -16034.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 35142 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 157561 members 
Mstep: Class 7 contains 633 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 429 members 
Mstep: Class 10 contains 180 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 257687 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 3053 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 18 contains 54905 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 281 members 
Mstep: Class 27 contains 202 members 
Mstep: Class 28 contains 51 members 
Entering Unmasked Estep 
Score: -27472060.000000 Penalty: 16804.031250
Splitting cluster 12 changes total score from -27470308.000000 to -27472060.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (257687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257687 members 
Entering Unmasked Estep 
Score: -13704498.000000 Penalty: 566.907288
	Iteration 0F: 2 clusters Score -1.37045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129459 members 
Mstep: Class 2 contains 128228 members 
Entering Unmasked Estep 
Score: -13534043.000000 Penalty: 1133.814575
	Iteration 0F: 3 clusters Score -1.353404e+07 nChanged 126829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158528 members 
Mstep: Class 2 contains 99159 members 
Entering Unmasked Estep 
Score: -13620203.000000 Penalty: 1133.814575
	Iteration 1F: 3 clusters Score -1.36202e+07 nChanged 17009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171933 members 
Mstep: Class 2 contains 85754 members 
Entering Unmasked Estep 
Score: -13632161.000000 Penalty: 1133.814575
	Iteration 2F: 3 clusters Score -1.363216e+07 nChanged 18459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185242 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -13648311.000000 Penalty: 1133.814575
	Iteration 3F: 3 clusters Score -1.364831e+07 nChanged 16225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194413 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -13662378.000000 Penalty: 1133.814575
	Iteration 4F: 3 clusters Score -1.366238e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199240 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -13669499.000000 Penalty: 1133.814575
	Iteration 5Q: 3 clusters Score -1.36695e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202352 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -13671911.000000 Penalty: 1133.814575
	Iteration 6Q: 3 clusters Score -1.367191e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205339 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -13673334.000000 Penalty: 1133.814575
	Iteration 7Q: 3 clusters Score -1.367333e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208343 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -13674510.000000 Penalty: 1133.814575
	Iteration 8Q: 3 clusters Score -1.367451e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211482 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -13675743.000000 Penalty: 1133.814575
	Iteration 9Q: 3 clusters Score -1.367574e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214810 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -13676995.000000 Penalty: 1133.814575
	Iteration 10Q: 3 clusters Score -1.3677e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218134 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -13678311.000000 Penalty: 1133.814575
	Iteration 11Q: 3 clusters Score -1.367831e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221545 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -13679778.000000 Penalty: 1133.814575
	Iteration 12Q: 3 clusters Score -1.367978e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224969 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -13681464.000000 Penalty: 1133.814575
	Iteration 13Q: 3 clusters Score -1.368146e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228474 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -13683279.000000 Penalty: 1133.814575
	Iteration 14Q: 3 clusters Score -1.368328e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232034 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -13685537.000000 Penalty: 1133.814575
	Iteration 15Q: 3 clusters Score -1.368554e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235573 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -13687900.000000 Penalty: 1133.814575
	Iteration 16Q: 3 clusters Score -1.36879e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238910 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -13690066.000000 Penalty: 1133.814575
	Iteration 17Q: 3 clusters Score -1.369007e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241951 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -13692186.000000 Penalty: 1133.814575
	Iteration 18Q: 3 clusters Score -1.369219e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244657 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -13694219.000000 Penalty: 1133.814575
	Iteration 19Q: 3 clusters Score -1.369422e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247082 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -13696154.000000 Penalty: 1133.814575
	Iteration 20F: 3 clusters Score -1.369615e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249151 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -13697777.000000 Penalty: 1133.814575
	Iteration 21Q: 3 clusters Score -1.369778e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250911 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -13699280.000000 Penalty: 1133.814575
	Iteration 22Q: 3 clusters Score -1.369928e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252425 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -13700447.000000 Penalty: 1133.814575
	Iteration 23Q: 3 clusters Score -1.370045e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253662 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -13701478.000000 Penalty: 1133.814575
	Iteration 24Q: 3 clusters Score -1.370148e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254558 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -13702192.000000 Penalty: 1133.814575
	Iteration 25Q: 3 clusters Score -1.370219e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255217 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -13702636.000000 Penalty: 1133.814575
	Iteration 26Q: 3 clusters Score -1.370264e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255712 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -13702982.000000 Penalty: 1133.814575
	Iteration 27Q: 3 clusters Score -1.370298e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256059 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -13703301.000000 Penalty: 1133.814575
	Iteration 28Q: 3 clusters Score -1.37033e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256327 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -13703471.000000 Penalty: 1133.814575
	Iteration 29Q: 3 clusters Score -1.370347e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256513 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -13703640.000000 Penalty: 1133.814575
	Iteration 30Q: 3 clusters Score -1.370364e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256654 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -13703745.000000 Penalty: 1133.814575
	Iteration 31Q: 3 clusters Score -1.370374e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256754 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -13703826.000000 Penalty: 1133.814575
	Iteration 32Q: 3 clusters Score -1.370383e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256824 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13703890.000000 Penalty: 1133.814575
	Iteration 33Q: 3 clusters Score -1.370389e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256863 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -13703935.000000 Penalty: 1133.814575
	Iteration 34Q: 3 clusters Score -1.370394e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256892 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -13703988.000000 Penalty: 1133.814575
	Iteration 35Q: 3 clusters Score -1.370399e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256919 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -13704028.000000 Penalty: 1133.814575
	Iteration 36Q: 3 clusters Score -1.370403e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256943 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -13704048.000000 Penalty: 1133.814575
	Iteration 37Q: 3 clusters Score -1.370405e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256957 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -13704047.000000 Penalty: 1133.814575
	Iteration 38Q: 3 clusters Score -1.370405e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256963 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -13704056.000000 Penalty: 1133.814575
	Iteration 39Q: 3 clusters Score -1.370406e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256977 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -13704085.000000 Penalty: 1133.814575
	Iteration 40F: 3 clusters Score -1.370408e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256983 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -13704100.000000 Penalty: 1133.814575
	Iteration 41Q: 3 clusters Score -1.37041e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256982 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13704115.000000 Penalty: 1133.814575
	Iteration 42Q: 3 clusters Score -1.370412e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256986 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -13704127.000000 Penalty: 1133.814575
	Iteration 43Q: 3 clusters Score -1.370413e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256984 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13704158.000000 Penalty: 1133.814575
	Iteration 44Q: 3 clusters Score -1.370416e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256980 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13704167.000000 Penalty: 1133.814575
	Iteration 45Q: 3 clusters Score -1.370417e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256967 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13704176.000000 Penalty: 1133.814575
	Iteration 46Q: 3 clusters Score -1.370418e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256950 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -13704188.000000 Penalty: 1133.814575
	Iteration 47Q: 3 clusters Score -1.370419e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256937 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13704194.000000 Penalty: 1133.814575
	Iteration 48Q: 3 clusters Score -1.370419e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256924 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -13704213.000000 Penalty: 1133.814575
	Iteration 49Q: 3 clusters Score -1.370421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256916 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -13704201.000000 Penalty: 1133.814575
	Iteration 50Q: 3 clusters Score -1.37042e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256911 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -13704210.000000 Penalty: 1133.814575
	Iteration 51Q: 3 clusters Score -1.370421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256911 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -13704213.000000 Penalty: 1133.814575
	Iteration 52Q: 3 clusters Score -1.370421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256910 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -13704215.000000 Penalty: 1133.814575
	Iteration 53Q: 3 clusters Score -1.370422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256913 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -13704226.000000 Penalty: 1133.814575
	Iteration 54Q: 3 clusters Score -1.370423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256921 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -13704233.000000 Penalty: 1133.814575
	Iteration 55Q: 3 clusters Score -1.370423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256925 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -13704229.000000 Penalty: 1133.814575
	Iteration 56Q: 3 clusters Score -1.370423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256926 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -13704233.000000 Penalty: 1133.814575
	Iteration 57Q: 3 clusters Score -1.370423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256932 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -13704239.000000 Penalty: 1133.814575
	Iteration 58Q: 3 clusters Score -1.370424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256933 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -13704240.000000 Penalty: 1133.814575
	Iteration 59Q: 3 clusters Score -1.370424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256932 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -13704248.000000 Penalty: 1133.814575
	Iteration 60F: 3 clusters Score -1.370425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256921 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -13704243.000000 Penalty: 1133.814575
	Iteration 61Q: 3 clusters Score -1.370424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256913 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -13704235.000000 Penalty: 1133.814575
	Iteration 62Q: 3 clusters Score -1.370424e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256906 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -13704247.000000 Penalty: 1133.814575
	Iteration 63Q: 3 clusters Score -1.370425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256908 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -13704264.000000 Penalty: 1133.814575
	Iteration 64Q: 3 clusters Score -1.370426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256913 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -13704268.000000 Penalty: 1133.814575
	Iteration 65Q: 3 clusters Score -1.370427e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256916 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -13704275.000000 Penalty: 1133.814575
	Iteration 66Q: 3 clusters Score -1.370428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256910 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -13704283.000000 Penalty: 1133.814575
	Iteration 67Q: 3 clusters Score -1.370428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256909 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -13704298.000000 Penalty: 1133.814575
	Iteration 68Q: 3 clusters Score -1.37043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256911 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -13704306.000000 Penalty: 1133.814575
	Iteration 69Q: 3 clusters Score -1.370431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256912 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -13704306.000000 Penalty: 1133.814575
	Iteration 70Q: 3 clusters Score -1.370431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256916 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -13704318.000000 Penalty: 1133.814575
	Iteration 71Q: 3 clusters Score -1.370432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256915 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -13704304.000000 Penalty: 1133.814575
	Iteration 72Q: 3 clusters Score -1.37043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256918 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -13704315.000000 Penalty: 1133.814575
	Iteration 73Q: 3 clusters Score -1.370432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256917 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -13704323.000000 Penalty: 1133.814575
	Iteration 74Q: 3 clusters Score -1.370432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256919 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -13704326.000000 Penalty: 1133.814575
	Iteration 75Q: 3 clusters Score -1.370433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256915 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -13704327.000000 Penalty: 1133.814575
	Iteration 76Q: 3 clusters Score -1.370433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256913 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -13704319.000000 Penalty: 1133.814575
	Iteration 77Q: 3 clusters Score -1.370432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256910 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -13704334.000000 Penalty: 1133.814575
	Iteration 78Q: 3 clusters Score -1.370433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256906 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -13704341.000000 Penalty: 1133.814575
	Iteration 79Q: 3 clusters Score -1.370434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256907 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -13704341.000000 Penalty: 1133.814575
	Iteration 80F: 3 clusters Score -1.370434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256903 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -13704345.000000 Penalty: 1133.814575
	Iteration 81Q: 3 clusters Score -1.370434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256898 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -13704345.000000 Penalty: 1133.814575
	Iteration 82Q: 3 clusters Score -1.370434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256896 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -13704344.000000 Penalty: 1133.814575
	Iteration 83Q: 3 clusters Score -1.370434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256891 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -13704334.000000 Penalty: 1133.814575
	Iteration 84Q: 3 clusters Score -1.370433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256885 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -13704312.000000 Penalty: 1133.814575
	Iteration 85Q: 3 clusters Score -1.370431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256878 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -13704307.000000 Penalty: 1133.814575
	Iteration 86Q: 3 clusters Score -1.370431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256872 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13704299.000000 Penalty: 1133.814575
	Iteration 87Q: 3 clusters Score -1.37043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256867 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -13704309.000000 Penalty: 1133.814575
	Iteration 88Q: 3 clusters Score -1.370431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256860 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -13704292.000000 Penalty: 1133.814575
	Iteration 89Q: 3 clusters Score -1.370429e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256847 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -13704307.000000 Penalty: 1133.814575
	Iteration 90Q: 3 clusters Score -1.370431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256840 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -13704297.000000 Penalty: 1133.814575
	Iteration 91Q: 3 clusters Score -1.37043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256829 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -13704294.000000 Penalty: 1133.814575
	Iteration 92Q: 3 clusters Score -1.370429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256821 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -13704295.000000 Penalty: 1133.814575
	Iteration 93Q: 3 clusters Score -1.37043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256811 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -13704292.000000 Penalty: 1133.814575
	Iteration 94Q: 3 clusters Score -1.370429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256801 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -13704280.000000 Penalty: 1133.814575
	Iteration 95Q: 3 clusters Score -1.370428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256795 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -13704281.000000 Penalty: 1133.814575
	Iteration 96Q: 3 clusters Score -1.370428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256792 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -13704269.000000 Penalty: 1133.814575
	Iteration 97Q: 3 clusters Score -1.370427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256791 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -13704274.000000 Penalty: 1133.814575
	Iteration 98Q: 3 clusters Score -1.370427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256788 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -13704282.000000 Penalty: 1133.814575
	Iteration 99Q: 3 clusters Score -1.370428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256786 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -13704285.000000 Penalty: 1133.814575
	Iteration 100F: 3 clusters Score -1.370428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256781 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -13704290.000000 Penalty: 1133.814575
	Iteration 101Q: 3 clusters Score -1.370429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256776 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -13704298.000000 Penalty: 1133.814575
	Iteration 102Q: 3 clusters Score -1.37043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256775 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13704308.000000 Penalty: 1133.814575
	Iteration 103Q: 3 clusters Score -1.370431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256772 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -13704309.000000 Penalty: 1133.814575
	Iteration 104Q: 3 clusters Score -1.370431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256769 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -13704307.000000 Penalty: 1133.814575
	Iteration 105Q: 3 clusters Score -1.370431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256769 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -13704303.000000 Penalty: 1133.814575
	Iteration 106Q: 3 clusters Score -1.37043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256766 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13704300.000000 Penalty: 1133.814575
	Iteration 107Q: 3 clusters Score -1.37043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256764 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -13704296.000000 Penalty: 1133.814575
	Iteration 108Q: 3 clusters Score -1.37043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256765 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13704294.000000 Penalty: 1133.814575
	Iteration 109Q: 3 clusters Score -1.370429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256765 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13704289.000000 Penalty: 1133.814575
	Iteration 110Q: 3 clusters Score -1.370429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256765 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13704286.000000 Penalty: 1133.814575
	Iteration 111Q: 3 clusters Score -1.370429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256763 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -13704290.000000 Penalty: 1133.814575
	Iteration 112Q: 3 clusters Score -1.370429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256762 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -13704296.000000 Penalty: 1133.814575
	Iteration 113Q: 3 clusters Score -1.37043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256761 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -13704296.000000 Penalty: 1133.814575
	Iteration 114Q: 3 clusters Score -1.37043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256758 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -13704299.000000 Penalty: 1133.814575
	Iteration 115Q: 3 clusters Score -1.37043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256756 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -13704296.000000 Penalty: 1133.814575
	Iteration 116Q: 3 clusters Score -1.37043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256753 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -13704289.000000 Penalty: 1133.814575
	Iteration 117Q: 3 clusters Score -1.370429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256750 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13704293.000000 Penalty: 1133.814575
	Iteration 118Q: 3 clusters Score -1.370429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256747 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -13704294.000000 Penalty: 1133.814575
	Iteration 119Q: 3 clusters Score -1.370429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256746 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -13704286.000000 Penalty: 1133.814575
	Iteration 120F: 3 clusters Score -1.370429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256745 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -13704288.000000 Penalty: 1133.814575
	Iteration 121Q: 3 clusters Score -1.370429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256742 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13704293.000000 Penalty: 1133.814575
	Iteration 122Q: 3 clusters Score -1.370429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256742 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13704293.000000 Penalty: 1133.814575
	Iteration 123F: 3 clusters Score -1.370429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9638.991211 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9638.991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9343.955078 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -9343.955 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9418.103516 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -9418.104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9430.835938 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -9430.836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9437.624023 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -9437.624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9438.177734 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -9438.178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9438.683594 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -9438.684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9438.683594 Penalty: 485.715973
	Iteration 6F: 3 clusters Score -9438.684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Entering Unmasked Estep 
Score: -160735.437500 Penalty: 365.086548
	Iteration 0F: 2 clusters Score -160735.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -158598.328125 Penalty: 730.173096
	Iteration 0F: 3 clusters Score -158598.3 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -159427.734375 Penalty: 730.173096
	Iteration 1F: 3 clusters Score -159427.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -159551.343750 Penalty: 730.173096
	Iteration 2F: 3 clusters Score -159551.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -159678.859375 Penalty: 730.173096
	Iteration 3F: 3 clusters Score -159678.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -159804.125000 Penalty: 730.173096
	Iteration 4F: 3 clusters Score -159804.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -159913.609375 Penalty: 730.173096
	Iteration 5F: 3 clusters Score -159913.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -160020.375000 Penalty: 730.173096
	Iteration 6Q: 3 clusters Score -160020.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -160149.562500 Penalty: 730.173096
	Iteration 7Q: 3 clusters Score -160149.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -160372.734375 Penalty: 730.173096
	Iteration 8Q: 3 clusters Score -160372.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -160583.671875 Penalty: 730.173096
	Iteration 9Q: 3 clusters Score -160583.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -160612.515625 Penalty: 730.173096
	Iteration 10Q: 3 clusters Score -160612.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -160627.640625 Penalty: 730.173096
	Iteration 11Q: 3 clusters Score -160627.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -160636.718750 Penalty: 730.173096
	Iteration 12Q: 3 clusters Score -160636.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -160645.687500 Penalty: 730.173096
	Iteration 13Q: 3 clusters Score -160645.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -160648.296875 Penalty: 730.173096
	Iteration 14Q: 3 clusters Score -160648.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -160648.875000 Penalty: 730.173096
	Iteration 15Q: 3 clusters Score -160648.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -160649.500000 Penalty: 730.173096
	Iteration 16Q: 3 clusters Score -160649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -160649.546875 Penalty: 730.173096
	Iteration 17Q: 3 clusters Score -160649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -160649.921875 Penalty: 730.173096
	Iteration 18Q: 3 clusters Score -160649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -160649.812500 Penalty: 730.173096
	Iteration 19Q: 3 clusters Score -160649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -160649.812500 Penalty: 730.173096
	Iteration 20F: 3 clusters Score -160649.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -69738.093750 Penalty: 328.493713
	Iteration 0F: 2 clusters Score -69738.09 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 705 members 
Entering Unmasked Estep 
Score: -68718.750000 Penalty: 656.987427
	Iteration 0F: 3 clusters Score -68718.75 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -69068.890625 Penalty: 656.987427
	Iteration 1F: 3 clusters Score -69068.89 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -69174.289062 Penalty: 656.987427
	Iteration 2F: 3 clusters Score -69174.29 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -69245.906250 Penalty: 656.987427
	Iteration 3F: 3 clusters Score -69245.91 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -69301.703125 Penalty: 656.987427
	Iteration 4Q: 3 clusters Score -69301.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -69357.000000 Penalty: 656.987427
	Iteration 5Q: 3 clusters Score -69357 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -69402.015625 Penalty: 656.987427
	Iteration 6Q: 3 clusters Score -69402.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -69432.945312 Penalty: 656.987427
	Iteration 7Q: 3 clusters Score -69432.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -69457.796875 Penalty: 656.987427
	Iteration 8Q: 3 clusters Score -69457.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -69492.804688 Penalty: 656.987427
	Iteration 9Q: 3 clusters Score -69492.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -69504.398438 Penalty: 656.987427
	Iteration 10Q: 3 clusters Score -69504.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -69509.023438 Penalty: 656.987427
	Iteration 11Q: 3 clusters Score -69509.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -69521.882812 Penalty: 656.987427
	Iteration 12Q: 3 clusters Score -69521.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -69529.640625 Penalty: 656.987427
	Iteration 13Q: 3 clusters Score -69529.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -69531.671875 Penalty: 656.987427
	Iteration 14Q: 3 clusters Score -69531.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -69536.523438 Penalty: 656.987427
	Iteration 15Q: 3 clusters Score -69536.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -69542.710938 Penalty: 656.987427
	Iteration 16Q: 3 clusters Score -69542.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -69543.382812 Penalty: 656.987427
	Iteration 17Q: 3 clusters Score -69543.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -69543.984375 Penalty: 656.987427
	Iteration 18Q: 3 clusters Score -69543.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -69544.390625 Penalty: 656.987427
	Iteration 19Q: 3 clusters Score -69544.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -69544.390625 Penalty: 656.987427
	Iteration 20F: 3 clusters Score -69544.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -49055.675781 Penalty: 319.661987
	Iteration 0F: 2 clusters Score -49055.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -48238.636719 Penalty: 639.323975
	Iteration 0F: 3 clusters Score -48238.64 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -48741.042969 Penalty: 639.323975
	Iteration 1F: 3 clusters Score -48741.04 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -48896.320312 Penalty: 639.323975
	Iteration 2F: 3 clusters Score -48896.32 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -49009.886719 Penalty: 639.323975
	Iteration 3F: 3 clusters Score -49009.89 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49090.570312 Penalty: 639.323975
	Iteration 4F: 3 clusters Score -49090.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49120.394531 Penalty: 639.323975
	Iteration 5Q: 3 clusters Score -49120.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49135.601562 Penalty: 639.323975
	Iteration 6Q: 3 clusters Score -49135.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49143.707031 Penalty: 639.323975
	Iteration 7Q: 3 clusters Score -49143.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49147.203125 Penalty: 639.323975
	Iteration 8Q: 3 clusters Score -49147.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49151.230469 Penalty: 639.323975
	Iteration 9Q: 3 clusters Score -49151.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49153.609375 Penalty: 639.323975
	Iteration 10Q: 3 clusters Score -49153.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49155.074219 Penalty: 639.323975
	Iteration 11Q: 3 clusters Score -49155.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49157.191406 Penalty: 639.323975
	Iteration 12Q: 3 clusters Score -49157.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49158.902344 Penalty: 639.323975
	Iteration 13Q: 3 clusters Score -49158.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49160.832031 Penalty: 639.323975
	Iteration 14Q: 3 clusters Score -49160.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49162.476562 Penalty: 639.323975
	Iteration 15Q: 3 clusters Score -49162.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49162.921875 Penalty: 639.323975
	Iteration 16Q: 3 clusters Score -49162.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49162.921875 Penalty: 639.323975
	Iteration 17F: 3 clusters Score -49162.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 35142 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 157561 members 
Mstep: Class 7 contains 633 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 429 members 
Mstep: Class 10 contains 180 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 257687 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 3053 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 54905 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 281 members 
Mstep: Class 27 contains 202 members 
Mstep: Class 28 contains 51 members 
Mstep: Class 29 contains 207 members 
Entering Unmasked Estep 
Score: -27471880.000000 Penalty: 17404.173828
Splitting cluster 17 changes total score from -27470308.000000 to -27471880.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (54905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Entering Unmasked Estep 
Score: -2775615.250000 Penalty: 496.557861
	Iteration 0F: 2 clusters Score -2775615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -2738946.500000 Penalty: 993.115723
	Iteration 0F: 3 clusters Score -2738946 nChanged 26566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -2755475.750000 Penalty: 993.115723
	Iteration 1F: 3 clusters Score -2755476 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -2756884.000000 Penalty: 993.115723
	Iteration 2Q: 3 clusters Score -2756884 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -2759367.000000 Penalty: 993.115723
	Iteration 3F: 3 clusters Score -2759367 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -2763210.500000 Penalty: 993.115723
	Iteration 4F: 3 clusters Score -2763210 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -2767957.250000 Penalty: 993.115723
	Iteration 5F: 3 clusters Score -2767957 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -2771835.500000 Penalty: 993.115723
	Iteration 6F: 3 clusters Score -2771836 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -2773874.000000 Penalty: 993.115723
	Iteration 7Q: 3 clusters Score -2773874 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -2774736.500000 Penalty: 993.115723
	Iteration 8Q: 3 clusters Score -2774736 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -2775033.000000 Penalty: 993.115723
	Iteration 9Q: 3 clusters Score -2775033 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -2775128.250000 Penalty: 993.115723
	Iteration 10Q: 3 clusters Score -2775128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -2775158.250000 Penalty: 993.115723
	Iteration 11Q: 3 clusters Score -2775158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -2775179.000000 Penalty: 993.115723
	Iteration 12Q: 3 clusters Score -2775179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -2775191.250000 Penalty: 993.115723
	Iteration 13Q: 3 clusters Score -2775191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -2775194.750000 Penalty: 993.115723
	Iteration 14Q: 3 clusters Score -2775195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -2775197.000000 Penalty: 993.115723
	Iteration 15Q: 3 clusters Score -2775197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -2775199.750000 Penalty: 993.115723
	Iteration 16Q: 3 clusters Score -2775200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -2775201.250000 Penalty: 993.115723
	Iteration 17Q: 3 clusters Score -2775201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -2775206.250000 Penalty: 993.115723
	Iteration 18Q: 3 clusters Score -2775206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -2775206.250000 Penalty: 993.115723
	Iteration 19F: 3 clusters Score -2775206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -52452.703125 Penalty: 314.980286
	Iteration 0F: 2 clusters Score -52452.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -51648.691406 Penalty: 629.960571
	Iteration 0F: 3 clusters Score -51648.69 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -51899.683594 Penalty: 629.960571
	Iteration 1F: 3 clusters Score -51899.68 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -51976.343750 Penalty: 629.960571
	Iteration 2F: 3 clusters Score -51976.34 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52048.695312 Penalty: 629.960571
	Iteration 3F: 3 clusters Score -52048.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52103.800781 Penalty: 629.960571
	Iteration 4F: 3 clusters Score -52103.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52139.937500 Penalty: 629.960571
	Iteration 5Q: 3 clusters Score -52139.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52159.855469 Penalty: 629.960571
	Iteration 6Q: 3 clusters Score -52159.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52178.539062 Penalty: 629.960571
	Iteration 7Q: 3 clusters Score -52178.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52186.601562 Penalty: 629.960571
	Iteration 8Q: 3 clusters Score -52186.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52197.449219 Penalty: 629.960571
	Iteration 9Q: 3 clusters Score -52197.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -52202.519531 Penalty: 629.960571
	Iteration 10Q: 3 clusters Score -52202.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -52207.339844 Penalty: 629.960571
	Iteration 11Q: 3 clusters Score -52207.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -52209.273438 Penalty: 629.960571
	Iteration 12Q: 3 clusters Score -52209.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52211.074219 Penalty: 629.960571
	Iteration 13Q: 3 clusters Score -52211.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52211.972656 Penalty: 629.960571
	Iteration 14Q: 3 clusters Score -52211.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -52212.484375 Penalty: 629.960571
	Iteration 15Q: 3 clusters Score -52212.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -52215.648438 Penalty: 629.960571
	Iteration 16Q: 3 clusters Score -52215.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -52218.390625 Penalty: 629.960571
	Iteration 17Q: 3 clusters Score -52218.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -52222.406250 Penalty: 629.960571
	Iteration 18Q: 3 clusters Score -52222.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -52223.113281 Penalty: 629.960571
	Iteration 19Q: 3 clusters Score -52223.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -52224.542969 Penalty: 629.960571
	Iteration 20F: 3 clusters Score -52224.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -119222.539062 Penalty: 350.712250
	Iteration 0F: 2 clusters Score -119222.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -117640.320312 Penalty: 701.424500
	Iteration 0F: 3 clusters Score -117640.3 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -118194.515625 Penalty: 701.424500
	Iteration 1F: 3 clusters Score -118194.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -118280.289062 Penalty: 701.424500
	Iteration 2F: 3 clusters Score -118280.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -118344.203125 Penalty: 701.424500
	Iteration 3F: 3 clusters Score -118344.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -118393.085938 Penalty: 701.424500
	Iteration 4Q: 3 clusters Score -118393.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -118433.968750 Penalty: 701.424500
	Iteration 5Q: 3 clusters Score -118434 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -118467.140625 Penalty: 701.424500
	Iteration 6Q: 3 clusters Score -118467.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -118501.585938 Penalty: 701.424500
	Iteration 7Q: 3 clusters Score -118501.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -118536.484375 Penalty: 701.424500
	Iteration 8Q: 3 clusters Score -118536.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -118586.578125 Penalty: 701.424500
	Iteration 9Q: 3 clusters Score -118586.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -118628.007812 Penalty: 701.424500
	Iteration 10Q: 3 clusters Score -118628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -118675.312500 Penalty: 701.424500
	Iteration 11Q: 3 clusters Score -118675.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -118712.929688 Penalty: 701.424500
	Iteration 12Q: 3 clusters Score -118712.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -118739.632812 Penalty: 701.424500
	Iteration 13Q: 3 clusters Score -118739.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -118755.101562 Penalty: 701.424500
	Iteration 14Q: 3 clusters Score -118755.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -118770.804688 Penalty: 701.424500
	Iteration 15Q: 3 clusters Score -118770.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -118782.187500 Penalty: 701.424500
	Iteration 16Q: 3 clusters Score -118782.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -118793.617188 Penalty: 701.424500
	Iteration 17Q: 3 clusters Score -118793.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -118811.093750 Penalty: 701.424500
	Iteration 18Q: 3 clusters Score -118811.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -118826.945312 Penalty: 701.424500
	Iteration 19Q: 3 clusters Score -118826.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -118843.312500 Penalty: 701.424500
	Iteration 20F: 3 clusters Score -118843.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -118861.679688 Penalty: 701.424500
	Iteration 21Q: 3 clusters Score -118861.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -118874.828125 Penalty: 701.424500
	Iteration 22Q: 3 clusters Score -118874.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118885.273438 Penalty: 701.424500
	Iteration 23Q: 3 clusters Score -118885.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118896.468750 Penalty: 701.424500
	Iteration 24Q: 3 clusters Score -118896.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -118906.281250 Penalty: 701.424500
	Iteration 25Q: 3 clusters Score -118906.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -118915.265625 Penalty: 701.424500
	Iteration 26Q: 3 clusters Score -118915.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -118925.265625 Penalty: 701.424500
	Iteration 27Q: 3 clusters Score -118925.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -118933.203125 Penalty: 701.424500
	Iteration 28Q: 3 clusters Score -118933.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -118940.257812 Penalty: 701.424500
	Iteration 29Q: 3 clusters Score -118940.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -118945.976562 Penalty: 701.424500
	Iteration 30Q: 3 clusters Score -118946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -118950.687500 Penalty: 701.424500
	Iteration 31Q: 3 clusters Score -118950.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -118953.984375 Penalty: 701.424500
	Iteration 32Q: 3 clusters Score -118954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118957.101562 Penalty: 701.424500
	Iteration 33Q: 3 clusters Score -118957.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -118958.367188 Penalty: 701.424500
	Iteration 34Q: 3 clusters Score -118958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -118959.437500 Penalty: 701.424500
	Iteration 35Q: 3 clusters Score -118959.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -118962.531250 Penalty: 701.424500
	Iteration 36Q: 3 clusters Score -118962.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -118963.695312 Penalty: 701.424500
	Iteration 37Q: 3 clusters Score -118963.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -118964.226562 Penalty: 701.424500
	Iteration 38Q: 3 clusters Score -118964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -118964.703125 Penalty: 701.424500
	Iteration 39Q: 3 clusters Score -118964.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -118964.796875 Penalty: 701.424500
	Iteration 40F: 3 clusters Score -118964.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -118965.390625 Penalty: 701.424500
	Iteration 41Q: 3 clusters Score -118965.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -118965.664062 Penalty: 701.424500
	Iteration 42Q: 3 clusters Score -118965.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -118966.140625 Penalty: 701.424500
	Iteration 43Q: 3 clusters Score -118966.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -118966.742188 Penalty: 701.424500
	Iteration 44Q: 3 clusters Score -118966.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -118966.882812 Penalty: 701.424500
	Iteration 45Q: 3 clusters Score -118966.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -118967.023438 Penalty: 701.424500
	Iteration 46Q: 3 clusters Score -118967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -118967.242188 Penalty: 701.424500
	Iteration 47Q: 3 clusters Score -118967.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -118967.242188 Penalty: 701.424500
	Iteration 48F: 3 clusters Score -118967.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Entering Unmasked Estep 
Score: -206558.843750 Penalty: 378.369415
	Iteration 0F: 2 clusters Score -206558.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -203740.968750 Penalty: 756.738831
	Iteration 0F: 3 clusters Score -203741 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -204880.531250 Penalty: 756.738831
	Iteration 1F: 3 clusters Score -204880.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -205063.796875 Penalty: 756.738831
	Iteration 2F: 3 clusters Score -205063.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -205247.187500 Penalty: 756.738831
	Iteration 3F: 3 clusters Score -205247.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -205398.734375 Penalty: 756.738831
	Iteration 4F: 3 clusters Score -205398.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -205582.859375 Penalty: 756.738831
	Iteration 5F: 3 clusters Score -205582.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -205742.750000 Penalty: 756.738831
	Iteration 6F: 3 clusters Score -205742.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -205860.125000 Penalty: 756.738831
	Iteration 7Q: 3 clusters Score -205860.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -205927.640625 Penalty: 756.738831
	Iteration 8Q: 3 clusters Score -205927.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -205976.421875 Penalty: 756.738831
	Iteration 9Q: 3 clusters Score -205976.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -206021.640625 Penalty: 756.738831
	Iteration 10Q: 3 clusters Score -206021.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -206068.203125 Penalty: 756.738831
	Iteration 11Q: 3 clusters Score -206068.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -206103.640625 Penalty: 756.738831
	Iteration 12Q: 3 clusters Score -206103.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -206136.656250 Penalty: 756.738831
	Iteration 13Q: 3 clusters Score -206136.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -206168.187500 Penalty: 756.738831
	Iteration 14Q: 3 clusters Score -206168.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -206198.968750 Penalty: 756.738831
	Iteration 15Q: 3 clusters Score -206199 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -206223.531250 Penalty: 756.738831
	Iteration 16Q: 3 clusters Score -206223.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -206241.578125 Penalty: 756.738831
	Iteration 17Q: 3 clusters Score -206241.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -206254.593750 Penalty: 756.738831
	Iteration 18Q: 3 clusters Score -206254.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -206263.078125 Penalty: 756.738831
	Iteration 19Q: 3 clusters Score -206263.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -206271.609375 Penalty: 756.738831
	Iteration 20F: 3 clusters Score -206271.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -206275.953125 Penalty: 756.738831
	Iteration 21Q: 3 clusters Score -206276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -206281.156250 Penalty: 756.738831
	Iteration 22Q: 3 clusters Score -206281.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -206282.953125 Penalty: 756.738831
	Iteration 23Q: 3 clusters Score -206283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -206284.250000 Penalty: 756.738831
	Iteration 24Q: 3 clusters Score -206284.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -206286.468750 Penalty: 756.738831
	Iteration 25Q: 3 clusters Score -206286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -206287.718750 Penalty: 756.738831
	Iteration 26Q: 3 clusters Score -206287.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -206288.468750 Penalty: 756.738831
	Iteration 27Q: 3 clusters Score -206288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -206288.312500 Penalty: 756.738831
	Iteration 28Q: 3 clusters Score -206288.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -206288.593750 Penalty: 756.738831
	Iteration 29Q: 3 clusters Score -206288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -206289.375000 Penalty: 756.738831
	Iteration 30Q: 3 clusters Score -206289.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -206289.328125 Penalty: 756.738831
	Iteration 31Q: 3 clusters Score -206289.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -206289.484375 Penalty: 756.738831
	Iteration 32Q: 3 clusters Score -206289.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -206289.421875 Penalty: 756.738831
	Iteration 33Q: 3 clusters Score -206289.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -206289.578125 Penalty: 756.738831
	Iteration 34Q: 3 clusters Score -206289.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -206290.578125 Penalty: 756.738831
	Iteration 35Q: 3 clusters Score -206290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -206291.625000 Penalty: 756.738831
	Iteration 36Q: 3 clusters Score -206291.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -206291.890625 Penalty: 756.738831
	Iteration 37Q: 3 clusters Score -206291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -206292.234375 Penalty: 756.738831
	Iteration 38Q: 3 clusters Score -206292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -206291.796875 Penalty: 756.738831
	Iteration 39Q: 3 clusters Score -206291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -206292.156250 Penalty: 756.738831
	Iteration 40F: 3 clusters Score -206292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -206292.421875 Penalty: 756.738831
	Iteration 41Q: 3 clusters Score -206292.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -206292.500000 Penalty: 756.738831
	Iteration 42Q: 3 clusters Score -206292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -206292.500000 Penalty: 756.738831
	Iteration 43F: 3 clusters Score -206292.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -14177.812500 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -14177.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13811.688477 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -13811.69 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13899.090820 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -13899.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13928.624023 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -13928.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13953.984375 Penalty: 529.357117
	Iteration 3Q: 3 clusters Score -13953.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13977.911133 Penalty: 529.357117
	Iteration 4Q: 3 clusters Score -13977.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13995.092773 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -13995.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14002.264648 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -14002.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14006.121094 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -14006.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14010.616211 Penalty: 529.357117
	Iteration 8Q: 3 clusters Score -14010.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14021.933594 Penalty: 529.357117
	Iteration 9Q: 3 clusters Score -14021.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14029.985352 Penalty: 529.357117
	Iteration 10Q: 3 clusters Score -14029.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14034.890625 Penalty: 529.357117
	Iteration 11Q: 3 clusters Score -14034.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14041.120117 Penalty: 529.357117
	Iteration 12Q: 3 clusters Score -14041.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14044.863281 Penalty: 529.357117
	Iteration 13Q: 3 clusters Score -14044.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14045.450195 Penalty: 529.357117
	Iteration 14Q: 3 clusters Score -14045.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14045.915039 Penalty: 529.357117
	Iteration 15Q: 3 clusters Score -14045.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14045.915039 Penalty: 529.357117
	Iteration 16F: 3 clusters Score -14045.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -26723.470703 Penalty: 289.360596
	Iteration 0F: 2 clusters Score -26723.47 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 295 members 
Entering Unmasked Estep 
Score: -26219.226562 Penalty: 578.721191
	Iteration 0F: 3 clusters Score -26219.23 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26363.023438 Penalty: 578.721191
	Iteration 1F: 3 clusters Score -26363.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26398.859375 Penalty: 578.721191
	Iteration 2F: 3 clusters Score -26398.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26434.550781 Penalty: 578.721191
	Iteration 3F: 3 clusters Score -26434.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26478.599609 Penalty: 578.721191
	Iteration 4Q: 3 clusters Score -26478.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26511.343750 Penalty: 578.721191
	Iteration 5Q: 3 clusters Score -26511.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26541.740234 Penalty: 578.721191
	Iteration 6Q: 3 clusters Score -26541.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26575.599609 Penalty: 578.721191
	Iteration 7Q: 3 clusters Score -26575.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26613.492188 Penalty: 578.721191
	Iteration 8Q: 3 clusters Score -26613.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26670.277344 Penalty: 578.721191
	Iteration 9Q: 3 clusters Score -26670.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26753.794922 Penalty: 578.721191
	Iteration 10Q: 3 clusters Score -26753.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26803.781250 Penalty: 578.721191
	Iteration 11Q: 3 clusters Score -26803.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26850.982422 Penalty: 578.721191
	Iteration 12Q: 3 clusters Score -26850.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26880.519531 Penalty: 578.721191
	Iteration 13Q: 3 clusters Score -26880.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26920.599609 Penalty: 578.721191
	Iteration 14Q: 3 clusters Score -26920.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27004.361328 Penalty: 578.721191
	Iteration 15Q: 3 clusters Score -27004.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27300.710938 Penalty: 578.721191
	Iteration 16Q: 3 clusters Score -27300.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27378.740234 Penalty: 578.721191
	Iteration 17Q: 3 clusters Score -27378.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27383.490234 Penalty: 578.721191
	Iteration 18F: 3 clusters Score -27383.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27416.019531 Penalty: 578.721191
	Iteration 19Q: 3 clusters Score -27416.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27416.019531 Penalty: 578.721191
	Iteration 20F: 3 clusters Score -27416.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 35142 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 157561 members 
Mstep: Class 7 contains 633 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 429 members 
Mstep: Class 10 contains 180 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 257687 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 3053 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 54905 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 281 members 
Mstep: Class 27 contains 202 members 
Mstep: Class 28 contains 51 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Entering Unmasked Estep 
Score: -27472260.000000 Penalty: 18004.318359
Splitting cluster 23 changes total score from -27470308.000000 to -27472260.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 24 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -23048.603516 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -23048.6 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 209 members 
Entering Unmasked Estep 
Score: -22620.142578 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -22620.14 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22773.291016 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -22773.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22839.894531 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -22839.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22888.914062 Penalty: 554.103088
	Iteration 3F: 3 clusters Score -22888.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22936.187500 Penalty: 554.103088
	Iteration 4F: 3 clusters Score -22936.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22985.005859 Penalty: 554.103088
	Iteration 5F: 3 clusters Score -22985.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23021.142578 Penalty: 554.103088
	Iteration 6F: 3 clusters Score -23021.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -23041.072266 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -23041.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23053.337891 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -23053.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -23058.072266 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -23058.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -23063.800781 Penalty: 554.103088
	Iteration 10Q: 3 clusters Score -23063.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23067.908203 Penalty: 554.103088
	Iteration 11Q: 3 clusters Score -23067.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -23073.455078 Penalty: 554.103088
	Iteration 12Q: 3 clusters Score -23073.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -23078.521484 Penalty: 554.103088
	Iteration 13Q: 3 clusters Score -23078.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -23081.898438 Penalty: 554.103088
	Iteration 14Q: 3 clusters Score -23081.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -23088.859375 Penalty: 554.103088
	Iteration 15Q: 3 clusters Score -23088.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -23101.378906 Penalty: 554.103088
	Iteration 16Q: 3 clusters Score -23101.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -23117.314453 Penalty: 554.103088
	Iteration 17Q: 3 clusters Score -23117.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -23119.185547 Penalty: 554.103088
	Iteration 18Q: 3 clusters Score -23119.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -23121.162109 Penalty: 554.103088
	Iteration 19Q: 3 clusters Score -23121.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -23121.865234 Penalty: 554.103088
	Iteration 20F: 3 clusters Score -23121.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 35142 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 157561 members 
Mstep: Class 7 contains 633 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 429 members 
Mstep: Class 10 contains 180 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 257687 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 3053 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 54905 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 54 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 281 members 
Mstep: Class 27 contains 202 members 
Mstep: Class 28 contains 51 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 387 members 
Entering Unmasked Estep 
Score: -27472014.000000 Penalty: 18604.462891
Splitting cluster 24 changes total score from -27470308.000000 to -27472014.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 25 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -11482.632812 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -11482.63 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 129 members 
Entering Unmasked Estep 
Score: -11131.395508 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -11131.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11208.286133 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -11208.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11245.172852 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -11245.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11262.909180 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -11262.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11270.369141 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -11270.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11279.820312 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -11279.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11282.096680 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -11282.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11283.249023 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -11283.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11284.183594 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -11284.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11284.183594 Penalty: 506.719360
	Iteration 9F: 3 clusters Score -11284.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2580 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 35142 members 
Mstep: Class 5 contains 523 members 
Mstep: Class 6 contains 157561 members 
Mstep: Class 7 contains 633 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 429 members 
Mstep: Class 10 contains 180 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 257687 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 3053 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 54905 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 54 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472332.000000 Penalty: 18604.462891
Iteration 79Q: 32 clusters Score -2.747233e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 2576 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5232 members 
Mstep: Class 3 contains 618 members 
Mstep: Class 4 contains 35535 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 156705 members 
Mstep: Class 7 contains 635 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 429 members 
Mstep: Class 10 contains 179 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 258350 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3053 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 54693 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 2234 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 298 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 279 members 
Mstep: Class 27 contains 197 members 
Mstep: Class 28 contains 52 members 
Mstep: Class 29 contains 208 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472762.000000 Penalty: 18604.462891
Iteration 80F: 32 clusters Score -2.747276e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 2574 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5255 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 155825 members 
Mstep: Class 7 contains 633 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 429 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 259095 members 
Mstep: Class 14 contains 215 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 870 members 
Mstep: Class 18 contains 54488 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 2257 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 199 members 
Mstep: Class 28 contains 56 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473066.000000 Penalty: 18604.462891
Iteration 81Q: 32 clusters Score -2.747307e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5293 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 36206 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 154882 members 
Mstep: Class 7 contains 633 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 429 members 
Mstep: Class 10 contains 170 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 259844 members 
Mstep: Class 14 contains 217 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 859 members 
Mstep: Class 18 contains 54269 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 288 members 
Mstep: Class 27 contains 199 members 
Mstep: Class 28 contains 55 members 
Mstep: Class 29 contains 212 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473144.000000 Penalty: 18604.462891
Iteration 82Q: 32 clusters Score -2.747314e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 36544 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 153918 members 
Mstep: Class 7 contains 632 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 429 members 
Mstep: Class 10 contains 168 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 260669 members 
Mstep: Class 14 contains 220 members 
Mstep: Class 15 contains 3024 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 852 members 
Mstep: Class 18 contains 54031 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 2313 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 204 members 
Mstep: Class 28 contains 55 members 
Mstep: Class 29 contains 211 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473154.000000 Penalty: 18604.462891
Iteration 83Q: 32 clusters Score -2.747315e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 36873 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 152984 members 
Mstep: Class 7 contains 626 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 429 members 
Mstep: Class 10 contains 167 members 
Mstep: Class 11 contains 600 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 261460 members 
Mstep: Class 14 contains 221 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 851 members 
Mstep: Class 18 contains 53807 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 2337 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 57 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473302.000000 Penalty: 18604.462891
Iteration 84Q: 32 clusters Score -2.74733e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5420 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 37197 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 152032 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 430 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 610 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 262252 members 
Mstep: Class 14 contains 223 members 
Mstep: Class 15 contains 3015 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 849 members 
Mstep: Class 18 contains 53608 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 2358 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 58 members 
Mstep: Class 29 contains 208 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473404.000000 Penalty: 18604.462891
Iteration 85Q: 32 clusters Score -2.74734e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5469 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 37532 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 151130 members 
Mstep: Class 7 contains 621 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 168 members 
Mstep: Class 11 contains 613 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 262980 members 
Mstep: Class 14 contains 225 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 847 members 
Mstep: Class 18 contains 53402 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 58 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473528.000000 Penalty: 18604.462891
Iteration 86Q: 32 clusters Score -2.747353e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5517 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 37866 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 150221 members 
Mstep: Class 7 contains 620 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 617 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 263699 members 
Mstep: Class 14 contains 227 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 846 members 
Mstep: Class 18 contains 53209 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 206 members 
Mstep: Class 28 contains 59 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473390.000000 Penalty: 18604.462891
Iteration 87Q: 32 clusters Score -2.747339e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 38200 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 149362 members 
Mstep: Class 7 contains 622 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 165 members 
Mstep: Class 11 contains 622 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 264366 members 
Mstep: Class 14 contains 227 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 53026 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 2452 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 206 members 
Mstep: Class 28 contains 59 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473438.000000 Penalty: 18604.462891
Iteration 88Q: 32 clusters Score -2.747344e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5630 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 38535 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 148509 members 
Mstep: Class 7 contains 618 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 628 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 265004 members 
Mstep: Class 14 contains 228 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 1384 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 52846 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 2495 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 206 members 
Mstep: Class 28 contains 59 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473556.000000 Penalty: 18604.462891
Iteration 89Q: 32 clusters Score -2.747356e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 38887 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 147577 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 167 members 
Mstep: Class 11 contains 631 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 265705 members 
Mstep: Class 14 contains 228 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 1386 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 52649 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 206 members 
Mstep: Class 28 contains 59 members 
Mstep: Class 29 contains 206 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474018.000000 Penalty: 18604.462891
Iteration 90Q: 32 clusters Score -2.747402e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5765 members 
Mstep: Class 3 contains 634 members 
Mstep: Class 4 contains 39183 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 146645 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 168 members 
Mstep: Class 11 contains 634 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 266466 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 15 contains 2977 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 841 members 
Mstep: Class 18 contains 52469 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 206 members 
Mstep: Class 28 contains 59 members 
Mstep: Class 29 contains 206 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474350.000000 Penalty: 18604.462891
Iteration 91Q: 32 clusters Score -2.747435e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5832 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 39490 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 145666 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 168 members 
Mstep: Class 11 contains 637 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 267236 members 
Mstep: Class 14 contains 228 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 1392 members 
Mstep: Class 17 contains 838 members 
Mstep: Class 18 contains 52305 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 206 members 
Mstep: Class 28 contains 59 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474680.000000 Penalty: 18604.462891
Iteration 92Q: 32 clusters Score -2.747468e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5903 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 39759 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 144654 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 169 members 
Mstep: Class 11 contains 641 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 268033 members 
Mstep: Class 14 contains 228 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 835 members 
Mstep: Class 18 contains 52170 members 
Mstep: Class 19 contains 1010 members 
Mstep: Class 20 contains 2598 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 206 members 
Mstep: Class 28 contains 59 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475044.000000 Penalty: 18604.462891
Iteration 93Q: 32 clusters Score -2.747504e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5976 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 40007 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 143561 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 170 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 268933 members 
Mstep: Class 14 contains 227 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 1397 members 
Mstep: Class 17 contains 833 members 
Mstep: Class 18 contains 52051 members 
Mstep: Class 19 contains 1010 members 
Mstep: Class 20 contains 2611 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 206 members 
Mstep: Class 28 contains 59 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475226.000000 Penalty: 18604.462891
Iteration 94Q: 32 clusters Score -2.747523e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6052 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 40252 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 142470 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 171 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 269846 members 
Mstep: Class 14 contains 227 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 1395 members 
Mstep: Class 17 contains 830 members 
Mstep: Class 18 contains 51933 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 2614 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 206 members 
Mstep: Class 28 contains 59 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475392.000000 Penalty: 18604.462891
Iteration 95Q: 32 clusters Score -2.747539e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6131 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 40477 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 141365 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 171 members 
Mstep: Class 11 contains 649 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 270779 members 
Mstep: Class 14 contains 228 members 
Mstep: Class 15 contains 2962 members 
Mstep: Class 16 contains 1398 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 51824 members 
Mstep: Class 19 contains 1010 members 
Mstep: Class 20 contains 2612 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 206 members 
Mstep: Class 28 contains 59 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475628.000000 Penalty: 18604.462891
Iteration 96Q: 32 clusters Score -2.747563e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6197 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 40704 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 140272 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 171 members 
Mstep: Class 11 contains 652 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 271696 members 
Mstep: Class 14 contains 229 members 
Mstep: Class 15 contains 2964 members 
Mstep: Class 16 contains 1395 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 51724 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 206 members 
Mstep: Class 28 contains 59 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475920.000000 Penalty: 18604.462891
Iteration 97Q: 32 clusters Score -2.747592e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6256 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 40938 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 139124 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 171 members 
Mstep: Class 11 contains 656 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 272661 members 
Mstep: Class 14 contains 229 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 51643 members 
Mstep: Class 19 contains 1010 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 206 members 
Mstep: Class 28 contains 59 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27476170.000000 Penalty: 18604.462891
Iteration 98Q: 32 clusters Score -2.747617e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6308 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 41184 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 137932 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 171 members 
Mstep: Class 11 contains 659 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 273655 members 
Mstep: Class 14 contains 230 members 
Mstep: Class 15 contains 2959 members 
Mstep: Class 16 contains 1393 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 51559 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 206 members 
Mstep: Class 28 contains 59 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27476304.000000 Penalty: 18604.462891
Iteration 99Q: 32 clusters Score -2.74763e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 2573 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6353 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 41395 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 136729 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 171 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 274696 members 
Mstep: Class 14 contains 230 members 
Mstep: Class 15 contains 2956 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 51489 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 206 members 
Mstep: Class 28 contains 59 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27476454.000000 Penalty: 18604.462891
Iteration 100F: 32 clusters Score -2.747645e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6390 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 41575 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 6 contains 135508 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 171 members 
Mstep: Class 11 contains 670 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 275755 members 
Mstep: Class 14 contains 227 members 
Mstep: Class 15 contains 2955 members 
Mstep: Class 16 contains 1397 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 51413 members 
Mstep: Class 19 contains 1001 members 
Mstep: Class 20 contains 2558 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 206 members 
Mstep: Class 28 contains 60 members 
Mstep: Class 29 contains 206 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27476578.000000 Penalty: 18604.462891
Iteration 101Q: 32 clusters Score -2.747658e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6447 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 41766 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 134302 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 171 members 
Mstep: Class 11 contains 673 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 276744 members 
Mstep: Class 14 contains 226 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 16 contains 1401 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 51349 members 
Mstep: Class 19 contains 1001 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 205 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27476488.000000 Penalty: 18604.462891
Iteration 102Q: 32 clusters Score -2.747649e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 41935 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 133100 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 171 members 
Mstep: Class 11 contains 677 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 277739 members 
Mstep: Class 14 contains 224 members 
Mstep: Class 15 contains 2977 members 
Mstep: Class 16 contains 1402 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 51293 members 
Mstep: Class 19 contains 1002 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 206 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27476314.000000 Penalty: 18604.462891
Iteration 103Q: 32 clusters Score -2.747631e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6560 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 42117 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 131921 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 680 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 278704 members 
Mstep: Class 14 contains 223 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 1404 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 51239 members 
Mstep: Class 19 contains 1003 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 207 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27476232.000000 Penalty: 18604.462891
Iteration 104Q: 32 clusters Score -2.747623e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6617 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 42294 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 130867 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 683 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 279551 members 
Mstep: Class 14 contains 221 members 
Mstep: Class 15 contains 2993 members 
Mstep: Class 16 contains 1404 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 51189 members 
Mstep: Class 19 contains 1003 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 209 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27476050.000000 Penalty: 18604.462891
Iteration 105Q: 32 clusters Score -2.747605e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6670 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 42436 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 129878 members 
Mstep: Class 7 contains 618 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 686 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 280350 members 
Mstep: Class 14 contains 219 members 
Mstep: Class 15 contains 2993 members 
Mstep: Class 16 contains 1406 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 51147 members 
Mstep: Class 19 contains 1002 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 213 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475988.000000 Penalty: 18604.462891
Iteration 106Q: 32 clusters Score -2.747599e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6729 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 42605 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 128933 members 
Mstep: Class 7 contains 618 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 689 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 281069 members 
Mstep: Class 14 contains 217 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 1406 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 51108 members 
Mstep: Class 19 contains 1001 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475770.000000 Penalty: 18604.462891
Iteration 107Q: 32 clusters Score -2.747577e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6793 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 42797 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 128058 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 174 members 
Mstep: Class 11 contains 693 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 281717 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 51061 members 
Mstep: Class 19 contains 1002 members 
Mstep: Class 20 contains 2683 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475576.000000 Penalty: 18604.462891
Iteration 108Q: 32 clusters Score -2.747558e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6851 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 42998 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 127257 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 174 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 282306 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 1411 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 51015 members 
Mstep: Class 19 contains 1002 members 
Mstep: Class 20 contains 2674 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475372.000000 Penalty: 18604.462891
Iteration 109Q: 32 clusters Score -2.747537e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 43216 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 126561 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 174 members 
Mstep: Class 11 contains 700 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 282771 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 50984 members 
Mstep: Class 19 contains 1002 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475246.000000 Penalty: 18604.462891
Iteration 110Q: 32 clusters Score -2.747525e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6954 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 125845 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 174 members 
Mstep: Class 11 contains 705 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 283282 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 1414 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 50928 members 
Mstep: Class 19 contains 1001 members 
Mstep: Class 20 contains 2653 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475004.000000 Penalty: 18604.462891
Iteration 111Q: 32 clusters Score -2.7475e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7011 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 43613 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 125212 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 174 members 
Mstep: Class 11 contains 711 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 283696 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 1414 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 50888 members 
Mstep: Class 19 contains 999 members 
Mstep: Class 20 contains 2635 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474754.000000 Penalty: 18604.462891
Iteration 112Q: 32 clusters Score -2.747475e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 43815 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 124621 members 
Mstep: Class 7 contains 612 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 174 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284077 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3011 members 
Mstep: Class 16 contains 1418 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 50857 members 
Mstep: Class 19 contains 999 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474730.000000 Penalty: 18604.462891
Iteration 113Q: 32 clusters Score -2.747473e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7090 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 44001 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 124089 members 
Mstep: Class 7 contains 611 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284405 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 50816 members 
Mstep: Class 19 contains 999 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474648.000000 Penalty: 18604.462891
Iteration 114Q: 32 clusters Score -2.747465e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7126 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 44196 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 123627 members 
Mstep: Class 7 contains 611 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284663 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 50784 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2607 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474516.000000 Penalty: 18604.462891
Iteration 115Q: 32 clusters Score -2.747452e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7153 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 44364 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 123203 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284918 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 50761 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474346.000000 Penalty: 18604.462891
Iteration 116Q: 32 clusters Score -2.747435e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7178 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 44524 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 122788 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 751 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285145 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 50750 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474224.000000 Penalty: 18604.462891
Iteration 117Q: 32 clusters Score -2.747422e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7199 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 44649 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 122415 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285378 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 50741 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474084.000000 Penalty: 18604.462891
Iteration 118Q: 32 clusters Score -2.747408e+07 nChanged 726
Entering ConstructFrom: 
Score: -27474084.000000 Penalty: 18604.462891
Entering ConstructFrom: 
Trying to split cluster 1 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -114435.031250 Penalty: 347.581818
	Iteration 0F: 2 clusters Score -114435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -112925.585938 Penalty: 695.163635
	Iteration 0F: 3 clusters Score -112925.6 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -113377.523438 Penalty: 695.163635
	Iteration 1F: 3 clusters Score -113377.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -113511.421875 Penalty: 695.163635
	Iteration 2F: 3 clusters Score -113511.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -113600.617188 Penalty: 695.163635
	Iteration 3F: 3 clusters Score -113600.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -113686.875000 Penalty: 695.163635
	Iteration 4F: 3 clusters Score -113686.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -113790.484375 Penalty: 695.163635
	Iteration 5F: 3 clusters Score -113790.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -113860.515625 Penalty: 695.163635
	Iteration 6F: 3 clusters Score -113860.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -113923.562500 Penalty: 695.163635
	Iteration 7Q: 3 clusters Score -113923.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -113991.273438 Penalty: 695.163635
	Iteration 8F: 3 clusters Score -113991.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -114033.882812 Penalty: 695.163635
	Iteration 9Q: 3 clusters Score -114033.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -114064.992188 Penalty: 695.163635
	Iteration 10Q: 3 clusters Score -114065 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -114091.710938 Penalty: 695.163635
	Iteration 11Q: 3 clusters Score -114091.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -114112.234375 Penalty: 695.163635
	Iteration 12Q: 3 clusters Score -114112.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -114122.242188 Penalty: 695.163635
	Iteration 13Q: 3 clusters Score -114122.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -114132.312500 Penalty: 695.163635
	Iteration 14Q: 3 clusters Score -114132.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -114144.882812 Penalty: 695.163635
	Iteration 15Q: 3 clusters Score -114144.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -114157.820312 Penalty: 695.163635
	Iteration 16Q: 3 clusters Score -114157.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -114167.234375 Penalty: 695.163635
	Iteration 17Q: 3 clusters Score -114167.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -114172.218750 Penalty: 695.163635
	Iteration 18Q: 3 clusters Score -114172.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -114175.882812 Penalty: 695.163635
	Iteration 19Q: 3 clusters Score -114175.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -114179.789062 Penalty: 695.163635
	Iteration 20F: 3 clusters Score -114179.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -114182.406250 Penalty: 695.163635
	Iteration 21Q: 3 clusters Score -114182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114183.015625 Penalty: 695.163635
	Iteration 22Q: 3 clusters Score -114183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -114184.148438 Penalty: 695.163635
	Iteration 23Q: 3 clusters Score -114184.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -114185.476562 Penalty: 695.163635
	Iteration 24Q: 3 clusters Score -114185.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -114185.562500 Penalty: 695.163635
	Iteration 25Q: 3 clusters Score -114185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -114185.617188 Penalty: 695.163635
	Iteration 26Q: 3 clusters Score -114185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -114185.804688 Penalty: 695.163635
	Iteration 27Q: 3 clusters Score -114185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -114185.804688 Penalty: 695.163635
	Iteration 28F: 3 clusters Score -114185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Entering Unmasked Estep 
Score: -355609.125000 Penalty: 404.243469
	Iteration 0F: 2 clusters Score -355609.1 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 3541 members 
Entering Unmasked Estep 
Score: -350768.312500 Penalty: 808.486938
	Iteration 0F: 3 clusters Score -350768.3 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -352675.093750 Penalty: 808.486938
	Iteration 1F: 3 clusters Score -352675.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -352993.531250 Penalty: 808.486938
	Iteration 2F: 3 clusters Score -352993.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -353440.000000 Penalty: 808.486938
	Iteration 3F: 3 clusters Score -353440 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -353990.500000 Penalty: 808.486938
	Iteration 4F: 3 clusters Score -353990.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -354455.125000 Penalty: 808.486938
	Iteration 5F: 3 clusters Score -354455.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -354757.781250 Penalty: 808.486938
	Iteration 6F: 3 clusters Score -354757.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -354945.031250 Penalty: 808.486938
	Iteration 7Q: 3 clusters Score -354945 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -355095.968750 Penalty: 808.486938
	Iteration 8Q: 3 clusters Score -355096 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -355221.062500 Penalty: 808.486938
	Iteration 9Q: 3 clusters Score -355221.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -355307.281250 Penalty: 808.486938
	Iteration 10Q: 3 clusters Score -355307.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -355361.687500 Penalty: 808.486938
	Iteration 11Q: 3 clusters Score -355361.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -355388.843750 Penalty: 808.486938
	Iteration 12Q: 3 clusters Score -355388.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -355401.718750 Penalty: 808.486938
	Iteration 13Q: 3 clusters Score -355401.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -355409.218750 Penalty: 808.486938
	Iteration 14Q: 3 clusters Score -355409.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -355412.343750 Penalty: 808.486938
	Iteration 15Q: 3 clusters Score -355412.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -355415.156250 Penalty: 808.486938
	Iteration 16Q: 3 clusters Score -355415.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -355417.843750 Penalty: 808.486938
	Iteration 17Q: 3 clusters Score -355417.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -355420.281250 Penalty: 808.486938
	Iteration 18Q: 3 clusters Score -355420.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -355422.687500 Penalty: 808.486938
	Iteration 19Q: 3 clusters Score -355422.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -355423.218750 Penalty: 808.486938
	Iteration 20F: 3 clusters Score -355423.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -355425.031250 Penalty: 808.486938
	Iteration 21Q: 3 clusters Score -355425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -355427.562500 Penalty: 808.486938
	Iteration 22Q: 3 clusters Score -355427.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -355428.812500 Penalty: 808.486938
	Iteration 23Q: 3 clusters Score -355428.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -355430.468750 Penalty: 808.486938
	Iteration 24Q: 3 clusters Score -355430.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -355432.687500 Penalty: 808.486938
	Iteration 25Q: 3 clusters Score -355432.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -355432.906250 Penalty: 808.486938
	Iteration 26Q: 3 clusters Score -355432.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -355432.375000 Penalty: 808.486938
	Iteration 27Q: 3 clusters Score -355432.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -355433.000000 Penalty: 808.486938
	Iteration 28Q: 3 clusters Score -355433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -355433.593750 Penalty: 808.486938
	Iteration 29Q: 3 clusters Score -355433.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -355433.531250 Penalty: 808.486938
	Iteration 30Q: 3 clusters Score -355433.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -355433.937500 Penalty: 808.486938
	Iteration 31Q: 3 clusters Score -355433.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -355434.437500 Penalty: 808.486938
	Iteration 32Q: 3 clusters Score -355434.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -355434.812500 Penalty: 808.486938
	Iteration 33Q: 3 clusters Score -355434.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -355434.812500 Penalty: 808.486938
	Iteration 34F: 3 clusters Score -355434.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -27707.814453 Penalty: 294.491760
	Iteration 0F: 2 clusters Score -27707.81 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 328 members 
Entering Unmasked Estep 
Score: -27159.033203 Penalty: 588.983521
	Iteration 0F: 3 clusters Score -27159.03 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27374.789062 Penalty: 588.983521
	Iteration 1F: 3 clusters Score -27374.79 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27437.738281 Penalty: 588.983521
	Iteration 2F: 3 clusters Score -27437.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27497.322266 Penalty: 588.983521
	Iteration 3F: 3 clusters Score -27497.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27602.160156 Penalty: 588.983521
	Iteration 4F: 3 clusters Score -27602.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27738.464844 Penalty: 588.983521
	Iteration 5F: 3 clusters Score -27738.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27845.462891 Penalty: 588.983521
	Iteration 6F: 3 clusters Score -27845.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27905.777344 Penalty: 588.983521
	Iteration 7F: 3 clusters Score -27905.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27931.894531 Penalty: 588.983521
	Iteration 8Q: 3 clusters Score -27931.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27950.261719 Penalty: 588.983521
	Iteration 9Q: 3 clusters Score -27950.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27961.996094 Penalty: 588.983521
	Iteration 10Q: 3 clusters Score -27962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27975.109375 Penalty: 588.983521
	Iteration 11Q: 3 clusters Score -27975.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27984.292969 Penalty: 588.983521
	Iteration 12Q: 3 clusters Score -27984.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27990.140625 Penalty: 588.983521
	Iteration 13Q: 3 clusters Score -27990.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -27992.031250 Penalty: 588.983521
	Iteration 14Q: 3 clusters Score -27992.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -27992.933594 Penalty: 588.983521
	Iteration 15Q: 3 clusters Score -27992.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -27993.886719 Penalty: 588.983521
	Iteration 16Q: 3 clusters Score -27993.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -27994.632812 Penalty: 588.983521
	Iteration 17Q: 3 clusters Score -27994.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -27994.632812 Penalty: 588.983521
	Iteration 18F: 3 clusters Score -27994.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7219 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 44763 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 122110 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285565 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3017 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 50731 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 324 members 
Entering Unmasked Estep 
Score: -27473974.000000 Penalty: 19204.605469
Splitting cluster 3 changes total score from -27474084.000000 to -27473974.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (44763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Entering Unmasked Estep 
Score: -2468197.500000 Penalty: 487.265747
	Iteration 0F: 2 clusters Score -2468198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2438055.500000 Penalty: 974.531494
	Iteration 0F: 3 clusters Score -2438056 nChanged 21620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2451201.750000 Penalty: 974.531494
	Iteration 1F: 3 clusters Score -2451202 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2451748.250000 Penalty: 974.531494
	Iteration 2Q: 3 clusters Score -2451748 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2452403.750000 Penalty: 974.531494
	Iteration 3Q: 3 clusters Score -2452404 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2453413.750000 Penalty: 974.531494
	Iteration 4F: 3 clusters Score -2453414 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2454930.750000 Penalty: 974.531494
	Iteration 5F: 3 clusters Score -2454931 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2457177.500000 Penalty: 974.531494
	Iteration 6F: 3 clusters Score -2457178 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2459855.250000 Penalty: 974.531494
	Iteration 7F: 3 clusters Score -2459855 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2462366.500000 Penalty: 974.531494
	Iteration 8F: 3 clusters Score -2462366 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2464299.750000 Penalty: 974.531494
	Iteration 9F: 3 clusters Score -2464300 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2465776.250000 Penalty: 974.531494
	Iteration 10Q: 3 clusters Score -2465776 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2466729.750000 Penalty: 974.531494
	Iteration 11Q: 3 clusters Score -2466730 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2467156.250000 Penalty: 974.531494
	Iteration 12Q: 3 clusters Score -2467156 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2467348.750000 Penalty: 974.531494
	Iteration 13Q: 3 clusters Score -2467349 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2467467.000000 Penalty: 974.531494
	Iteration 14Q: 3 clusters Score -2467467 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2467567.750000 Penalty: 974.531494
	Iteration 15Q: 3 clusters Score -2467568 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2467638.000000 Penalty: 974.531494
	Iteration 16Q: 3 clusters Score -2467638 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2467694.500000 Penalty: 974.531494
	Iteration 17Q: 3 clusters Score -2467694 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2467746.750000 Penalty: 974.531494
	Iteration 18Q: 3 clusters Score -2467747 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2467800.500000 Penalty: 974.531494
	Iteration 19Q: 3 clusters Score -2467800 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2467830.500000 Penalty: 974.531494
	Iteration 20F: 3 clusters Score -2467830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2467854.500000 Penalty: 974.531494
	Iteration 21Q: 3 clusters Score -2467854 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2467874.500000 Penalty: 974.531494
	Iteration 22Q: 3 clusters Score -2467874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2467890.500000 Penalty: 974.531494
	Iteration 23Q: 3 clusters Score -2467890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2467913.500000 Penalty: 974.531494
	Iteration 24Q: 3 clusters Score -2467914 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2467927.250000 Penalty: 974.531494
	Iteration 25Q: 3 clusters Score -2467927 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2467940.500000 Penalty: 974.531494
	Iteration 26Q: 3 clusters Score -2467940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2467946.000000 Penalty: 974.531494
	Iteration 27Q: 3 clusters Score -2467946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2467946.500000 Penalty: 974.531494
	Iteration 28Q: 3 clusters Score -2467946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2467955.500000 Penalty: 974.531494
	Iteration 29Q: 3 clusters Score -2467956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2467962.750000 Penalty: 974.531494
	Iteration 30Q: 3 clusters Score -2467963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2467969.500000 Penalty: 974.531494
	Iteration 31Q: 3 clusters Score -2467970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2467986.250000 Penalty: 974.531494
	Iteration 32Q: 3 clusters Score -2467986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2467988.250000 Penalty: 974.531494
	Iteration 33Q: 3 clusters Score -2467988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2467999.500000 Penalty: 974.531494
	Iteration 34Q: 3 clusters Score -2468000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2468001.250000 Penalty: 974.531494
	Iteration 35Q: 3 clusters Score -2468001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2468004.250000 Penalty: 974.531494
	Iteration 36Q: 3 clusters Score -2468004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2468003.750000 Penalty: 974.531494
	Iteration 37Q: 3 clusters Score -2468004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2468008.250000 Penalty: 974.531494
	Iteration 38Q: 3 clusters Score -2468008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2468008.000000 Penalty: 974.531494
	Iteration 39Q: 3 clusters Score -2468008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2468011.750000 Penalty: 974.531494
	Iteration 40F: 3 clusters Score -2468012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2468008.750000 Penalty: 974.531494
	Iteration 41Q: 3 clusters Score -2468009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2468007.500000 Penalty: 974.531494
	Iteration 42Q: 3 clusters Score -2468008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2468007.250000 Penalty: 974.531494
	Iteration 43Q: 3 clusters Score -2468007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2468005.250000 Penalty: 974.531494
	Iteration 44Q: 3 clusters Score -2468005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2468003.500000 Penalty: 974.531494
	Iteration 45Q: 3 clusters Score -2468004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2468004.000000 Penalty: 974.531494
	Iteration 46Q: 3 clusters Score -2468004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2468005.500000 Penalty: 974.531494
	Iteration 47Q: 3 clusters Score -2468006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2468004.500000 Penalty: 974.531494
	Iteration 48Q: 3 clusters Score -2468004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2468005.000000 Penalty: 974.531494
	Iteration 49Q: 3 clusters Score -2468005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2468004.500000 Penalty: 974.531494
	Iteration 50Q: 3 clusters Score -2468004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2468005.250000 Penalty: 974.531494
	Iteration 51Q: 3 clusters Score -2468005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2468005.750000 Penalty: 974.531494
	Iteration 52Q: 3 clusters Score -2468006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2468005.250000 Penalty: 974.531494
	Iteration 53Q: 3 clusters Score -2468005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2468005.250000 Penalty: 974.531494
	Iteration 54Q: 3 clusters Score -2468005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2468005.250000 Penalty: 974.531494
	Iteration 55F: 3 clusters Score -2468005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -27146.792969 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -27146.79 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 267 members 
Entering Unmasked Estep 
Score: -26657.054688 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -26657.05 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26761.937500 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -26761.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26785.533203 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -26785.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26800.365234 Penalty: 568.395691
	Iteration 3Q: 3 clusters Score -26800.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26811.308594 Penalty: 568.395691
	Iteration 4Q: 3 clusters Score -26811.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26816.416016 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -26816.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26818.302734 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -26818.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26820.531250 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -26820.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26824.144531 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -26824.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26826.042969 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -26826.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26828.908203 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -26828.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26829.796875 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -26829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26830.316406 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -26830.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26830.707031 Penalty: 568.395691
	Iteration 13Q: 3 clusters Score -26830.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26832.664062 Penalty: 568.395691
	Iteration 14Q: 3 clusters Score -26832.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26834.333984 Penalty: 568.395691
	Iteration 15Q: 3 clusters Score -26834.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -26834.611328 Penalty: 568.395691
	Iteration 16Q: 3 clusters Score -26834.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -26834.742188 Penalty: 568.395691
	Iteration 17Q: 3 clusters Score -26834.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -26834.742188 Penalty: 568.395691
	Iteration 18F: 3 clusters Score -26834.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (122110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122110 members 
Entering Unmasked Estep 
Score: -6594399.000000 Penalty: 532.926819
	Iteration 0F: 2 clusters Score -6594399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -6511657.000000 Penalty: 1065.853638
	Iteration 0F: 3 clusters Score -6511657 nChanged 59803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -6549217.500000 Penalty: 1065.853638
	Iteration 1F: 3 clusters Score -6549218 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 65246 members 
Entering Unmasked Estep 
Score: -6551652.500000 Penalty: 1065.853638
	Iteration 2Q: 3 clusters Score -6551652 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -6555166.000000 Penalty: 1065.853638
	Iteration 3F: 3 clusters Score -6555166 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 69715 members 
Entering Unmasked Estep 
Score: -6560029.000000 Penalty: 1065.853638
	Iteration 4F: 3 clusters Score -6560029 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -6565712.000000 Penalty: 1065.853638
	Iteration 5F: 3 clusters Score -6565712 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 75249 members 
Entering Unmasked Estep 
Score: -6571269.000000 Penalty: 1065.853638
	Iteration 6F: 3 clusters Score -6571269 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -6575639.500000 Penalty: 1065.853638
	Iteration 7F: 3 clusters Score -6575640 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -6578516.000000 Penalty: 1065.853638
	Iteration 8Q: 3 clusters Score -6578516 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -6580019.500000 Penalty: 1065.853638
	Iteration 9Q: 3 clusters Score -6580020 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 80981 members 
Entering Unmasked Estep 
Score: -6580835.000000 Penalty: 1065.853638
	Iteration 10Q: 3 clusters Score -6580835 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -6581319.500000 Penalty: 1065.853638
	Iteration 11Q: 3 clusters Score -6581320 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -6581713.000000 Penalty: 1065.853638
	Iteration 12Q: 3 clusters Score -6581713 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 84432 members 
Entering Unmasked Estep 
Score: -6582154.500000 Penalty: 1065.853638
	Iteration 13Q: 3 clusters Score -6582154 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 85680 members 
Entering Unmasked Estep 
Score: -6582493.000000 Penalty: 1065.853638
	Iteration 14Q: 3 clusters Score -6582493 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 86984 members 
Entering Unmasked Estep 
Score: -6582870.500000 Penalty: 1065.853638
	Iteration 15Q: 3 clusters Score -6582870 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -6583305.500000 Penalty: 1065.853638
	Iteration 16Q: 3 clusters Score -6583306 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -6583716.500000 Penalty: 1065.853638
	Iteration 17Q: 3 clusters Score -6583716 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -6584238.500000 Penalty: 1065.853638
	Iteration 18Q: 3 clusters Score -6584238 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 92871 members 
Entering Unmasked Estep 
Score: -6584750.500000 Penalty: 1065.853638
	Iteration 19Q: 3 clusters Score -6584750 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -6585467.000000 Penalty: 1065.853638
	Iteration 20F: 3 clusters Score -6585467 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 96516 members 
Entering Unmasked Estep 
Score: -6586228.500000 Penalty: 1065.853638
	Iteration 21Q: 3 clusters Score -6586228 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 98424 members 
Entering Unmasked Estep 
Score: -6587197.000000 Penalty: 1065.853638
	Iteration 22Q: 3 clusters Score -6587197 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 100322 members 
Entering Unmasked Estep 
Score: -6588250.500000 Penalty: 1065.853638
	Iteration 23Q: 3 clusters Score -6588250 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -6589284.000000 Penalty: 1065.853638
	Iteration 24Q: 3 clusters Score -6589284 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 103872 members 
Entering Unmasked Estep 
Score: -6590212.000000 Penalty: 1065.853638
	Iteration 25Q: 3 clusters Score -6590212 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 105384 members 
Entering Unmasked Estep 
Score: -6590964.500000 Penalty: 1065.853638
	Iteration 26Q: 3 clusters Score -6590964 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 106698 members 
Entering Unmasked Estep 
Score: -6591464.000000 Penalty: 1065.853638
	Iteration 27Q: 3 clusters Score -6591464 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 107873 members 
Entering Unmasked Estep 
Score: -6591805.500000 Penalty: 1065.853638
	Iteration 28Q: 3 clusters Score -6591806 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 108890 members 
Entering Unmasked Estep 
Score: -6592125.000000 Penalty: 1065.853638
	Iteration 29Q: 3 clusters Score -6592125 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 109741 members 
Entering Unmasked Estep 
Score: -6592323.500000 Penalty: 1065.853638
	Iteration 30Q: 3 clusters Score -6592324 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 110514 members 
Entering Unmasked Estep 
Score: -6592467.000000 Penalty: 1065.853638
	Iteration 31Q: 3 clusters Score -6592467 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 111209 members 
Entering Unmasked Estep 
Score: -6592646.000000 Penalty: 1065.853638
	Iteration 32Q: 3 clusters Score -6592646 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 111831 members 
Entering Unmasked Estep 
Score: -6592793.500000 Penalty: 1065.853638
	Iteration 33Q: 3 clusters Score -6592794 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 112452 members 
Entering Unmasked Estep 
Score: -6592930.000000 Penalty: 1065.853638
	Iteration 34Q: 3 clusters Score -6592930 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 112998 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6593052 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 113516 members 
Entering Unmasked Estep 
Score: -6593157.000000 Penalty: 1065.853638
	Iteration 36Q: 3 clusters Score -6593157 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 114004 members 
Entering Unmasked Estep 
Score: -6593267.500000 Penalty: 1065.853638
	Iteration 37Q: 3 clusters Score -6593268 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 114452 members 
Entering Unmasked Estep 
Score: -6593352.000000 Penalty: 1065.853638
	Iteration 38Q: 3 clusters Score -6593352 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 114864 members 
Entering Unmasked Estep 
Score: -6593405.500000 Penalty: 1065.853638
	Iteration 39Q: 3 clusters Score -6593406 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 115239 members 
Entering Unmasked Estep 
Score: -6593454.000000 Penalty: 1065.853638
	Iteration 40F: 3 clusters Score -6593454 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 115583 members 
Entering Unmasked Estep 
Score: -6593516.000000 Penalty: 1065.853638
	Iteration 41Q: 3 clusters Score -6593516 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 115928 members 
Entering Unmasked Estep 
Score: -6593561.500000 Penalty: 1065.853638
	Iteration 42Q: 3 clusters Score -6593562 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 116234 members 
Entering Unmasked Estep 
Score: -6593592.000000 Penalty: 1065.853638
	Iteration 43Q: 3 clusters Score -6593592 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 116536 members 
Entering Unmasked Estep 
Score: -6593634.500000 Penalty: 1065.853638
	Iteration 44Q: 3 clusters Score -6593634 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 116811 members 
Entering Unmasked Estep 
Score: -6593670.500000 Penalty: 1065.853638
	Iteration 45Q: 3 clusters Score -6593670 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 117080 members 
Entering Unmasked Estep 
Score: -6593724.000000 Penalty: 1065.853638
	Iteration 46Q: 3 clusters Score -6593724 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 117321 members 
Entering Unmasked Estep 
Score: -6593757.000000 Penalty: 1065.853638
	Iteration 47Q: 3 clusters Score -6593757 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 117538 members 
Entering Unmasked Estep 
Score: -6593786.500000 Penalty: 1065.853638
	Iteration 48Q: 3 clusters Score -6593786 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 117743 members 
Entering Unmasked Estep 
Score: -6593821.500000 Penalty: 1065.853638
	Iteration 49Q: 3 clusters Score -6593822 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 117933 members 
Entering Unmasked Estep 
Score: -6593838.000000 Penalty: 1065.853638
	Iteration 50Q: 3 clusters Score -6593838 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 118114 members 
Entering Unmasked Estep 
Score: -6593848.500000 Penalty: 1065.853638
	Iteration 51Q: 3 clusters Score -6593848 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 118301 members 
Entering Unmasked Estep 
Score: -6593861.500000 Penalty: 1065.853638
	Iteration 52Q: 3 clusters Score -6593862 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 118450 members 
Entering Unmasked Estep 
Score: -6593888.500000 Penalty: 1065.853638
	Iteration 53Q: 3 clusters Score -6593888 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 118586 members 
Entering Unmasked Estep 
Score: -6593907.500000 Penalty: 1065.853638
	Iteration 54Q: 3 clusters Score -6593908 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 118690 members 
Entering Unmasked Estep 
Score: -6593912.500000 Penalty: 1065.853638
	Iteration 55Q: 3 clusters Score -6593912 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 118779 members 
Entering Unmasked Estep 
Score: -6593941.500000 Penalty: 1065.853638
	Iteration 56Q: 3 clusters Score -6593942 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 118874 members 
Entering Unmasked Estep 
Score: -6593955.500000 Penalty: 1065.853638
	Iteration 57Q: 3 clusters Score -6593956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 118955 members 
Entering Unmasked Estep 
Score: -6593969.000000 Penalty: 1065.853638
	Iteration 58Q: 3 clusters Score -6593969 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 119020 members 
Entering Unmasked Estep 
Score: -6593970.500000 Penalty: 1065.853638
	Iteration 59Q: 3 clusters Score -6593970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 119077 members 
Entering Unmasked Estep 
Score: -6593973.500000 Penalty: 1065.853638
	Iteration 60F: 3 clusters Score -6593974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 119139 members 
Entering Unmasked Estep 
Score: -6593997.500000 Penalty: 1065.853638
	Iteration 61Q: 3 clusters Score -6593998 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 119194 members 
Entering Unmasked Estep 
Score: -6594002.500000 Penalty: 1065.853638
	Iteration 62Q: 3 clusters Score -6594002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 119251 members 
Entering Unmasked Estep 
Score: -6594004.500000 Penalty: 1065.853638
	Iteration 63Q: 3 clusters Score -6594004 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 119314 members 
Entering Unmasked Estep 
Score: -6593996.500000 Penalty: 1065.853638
	Iteration 64Q: 3 clusters Score -6593996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 119377 members 
Entering Unmasked Estep 
Score: -6594006.000000 Penalty: 1065.853638
	Iteration 65Q: 3 clusters Score -6594006 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 119423 members 
Entering Unmasked Estep 
Score: -6594024.500000 Penalty: 1065.853638
	Iteration 66Q: 3 clusters Score -6594024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 119465 members 
Entering Unmasked Estep 
Score: -6594025.000000 Penalty: 1065.853638
	Iteration 67Q: 3 clusters Score -6594025 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 119512 members 
Entering Unmasked Estep 
Score: -6594041.500000 Penalty: 1065.853638
	Iteration 68Q: 3 clusters Score -6594042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 119555 members 
Entering Unmasked Estep 
Score: -6594040.500000 Penalty: 1065.853638
	Iteration 69Q: 3 clusters Score -6594040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 119591 members 
Entering Unmasked Estep 
Score: -6594050.500000 Penalty: 1065.853638
	Iteration 70Q: 3 clusters Score -6594050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 119631 members 
Entering Unmasked Estep 
Score: -6594042.000000 Penalty: 1065.853638
	Iteration 71Q: 3 clusters Score -6594042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 119673 members 
Entering Unmasked Estep 
Score: -6594053.000000 Penalty: 1065.853638
	Iteration 72Q: 3 clusters Score -6594053 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 119720 members 
Entering Unmasked Estep 
Score: -6594061.000000 Penalty: 1065.853638
	Iteration 73Q: 3 clusters Score -6594061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 119760 members 
Entering Unmasked Estep 
Score: -6594059.000000 Penalty: 1065.853638
	Iteration 74Q: 3 clusters Score -6594059 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 119806 members 
Entering Unmasked Estep 
Score: -6594063.500000 Penalty: 1065.853638
	Iteration 75Q: 3 clusters Score -6594064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 119850 members 
Entering Unmasked Estep 
Score: -6594064.000000 Penalty: 1065.853638
	Iteration 76Q: 3 clusters Score -6594064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 119892 members 
Entering Unmasked Estep 
Score: -6594079.500000 Penalty: 1065.853638
	Iteration 77Q: 3 clusters Score -6594080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 119931 members 
Entering Unmasked Estep 
Score: -6594077.500000 Penalty: 1065.853638
	Iteration 78Q: 3 clusters Score -6594078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 119967 members 
Entering Unmasked Estep 
Score: -6594091.000000 Penalty: 1065.853638
	Iteration 79Q: 3 clusters Score -6594091 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 120011 members 
Entering Unmasked Estep 
Score: -6594092.000000 Penalty: 1065.853638
	Iteration 80F: 3 clusters Score -6594092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 120059 members 
Entering Unmasked Estep 
Score: -6594093.000000 Penalty: 1065.853638
	Iteration 81Q: 3 clusters Score -6594093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 120092 members 
Entering Unmasked Estep 
Score: -6594093.000000 Penalty: 1065.853638
	Iteration 82Q: 3 clusters Score -6594093 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 120124 members 
Entering Unmasked Estep 
Score: -6594089.500000 Penalty: 1065.853638
	Iteration 83Q: 3 clusters Score -6594090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 120150 members 
Entering Unmasked Estep 
Score: -6594089.500000 Penalty: 1065.853638
	Iteration 84Q: 3 clusters Score -6594090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 120175 members 
Entering Unmasked Estep 
Score: -6594094.000000 Penalty: 1065.853638
	Iteration 85Q: 3 clusters Score -6594094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 120196 members 
Entering Unmasked Estep 
Score: -6594101.500000 Penalty: 1065.853638
	Iteration 86Q: 3 clusters Score -6594102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 120222 members 
Entering Unmasked Estep 
Score: -6594105.000000 Penalty: 1065.853638
	Iteration 87Q: 3 clusters Score -6594105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 120241 members 
Entering Unmasked Estep 
Score: -6594112.500000 Penalty: 1065.853638
	Iteration 88Q: 3 clusters Score -6594112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 120259 members 
Entering Unmasked Estep 
Score: -6594112.500000 Penalty: 1065.853638
	Iteration 89Q: 3 clusters Score -6594112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 120275 members 
Entering Unmasked Estep 
Score: -6594111.000000 Penalty: 1065.853638
	Iteration 90Q: 3 clusters Score -6594111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 120290 members 
Entering Unmasked Estep 
Score: -6594115.500000 Penalty: 1065.853638
	Iteration 91Q: 3 clusters Score -6594116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 120303 members 
Entering Unmasked Estep 
Score: -6594116.000000 Penalty: 1065.853638
	Iteration 92Q: 3 clusters Score -6594116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 120310 members 
Entering Unmasked Estep 
Score: -6594116.000000 Penalty: 1065.853638
	Iteration 93Q: 3 clusters Score -6594116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 120315 members 
Entering Unmasked Estep 
Score: -6594112.500000 Penalty: 1065.853638
	Iteration 94Q: 3 clusters Score -6594112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 120319 members 
Entering Unmasked Estep 
Score: -6594118.000000 Penalty: 1065.853638
	Iteration 95Q: 3 clusters Score -6594118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 120323 members 
Entering Unmasked Estep 
Score: -6594122.000000 Penalty: 1065.853638
	Iteration 96Q: 3 clusters Score -6594122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 120329 members 
Entering Unmasked Estep 
Score: -6594121.000000 Penalty: 1065.853638
	Iteration 97Q: 3 clusters Score -6594121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 120335 members 
Entering Unmasked Estep 
Score: -6594120.000000 Penalty: 1065.853638
	Iteration 98Q: 3 clusters Score -6594120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 120340 members 
Entering Unmasked Estep 
Score: -6594119.500000 Penalty: 1065.853638
	Iteration 99Q: 3 clusters Score -6594120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 120347 members 
Entering Unmasked Estep 
Score: -6594125.000000 Penalty: 1065.853638
	Iteration 100F: 3 clusters Score -6594125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 120352 members 
Entering Unmasked Estep 
Score: -6594127.000000 Penalty: 1065.853638
	Iteration 101Q: 3 clusters Score -6594127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 120356 members 
Entering Unmasked Estep 
Score: -6594125.500000 Penalty: 1065.853638
	Iteration 102Q: 3 clusters Score -6594126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 120357 members 
Entering Unmasked Estep 
Score: -6594126.000000 Penalty: 1065.853638
	Iteration 103Q: 3 clusters Score -6594126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 120360 members 
Entering Unmasked Estep 
Score: -6594123.500000 Penalty: 1065.853638
	Iteration 104Q: 3 clusters Score -6594124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 120362 members 
Entering Unmasked Estep 
Score: -6594125.500000 Penalty: 1065.853638
	Iteration 105Q: 3 clusters Score -6594126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 120364 members 
Entering Unmasked Estep 
Score: -6594121.000000 Penalty: 1065.853638
	Iteration 106Q: 3 clusters Score -6594121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 120368 members 
Entering Unmasked Estep 
Score: -6594122.000000 Penalty: 1065.853638
	Iteration 107Q: 3 clusters Score -6594122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 120373 members 
Entering Unmasked Estep 
Score: -6594116.000000 Penalty: 1065.853638
	Iteration 108Q: 3 clusters Score -6594116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 120377 members 
Entering Unmasked Estep 
Score: -6594117.500000 Penalty: 1065.853638
	Iteration 109Q: 3 clusters Score -6594118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 120381 members 
Entering Unmasked Estep 
Score: -6594123.500000 Penalty: 1065.853638
	Iteration 110Q: 3 clusters Score -6594124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 120387 members 
Entering Unmasked Estep 
Score: -6594124.000000 Penalty: 1065.853638
	Iteration 111Q: 3 clusters Score -6594124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 120391 members 
Entering Unmasked Estep 
Score: -6594124.000000 Penalty: 1065.853638
	Iteration 112Q: 3 clusters Score -6594124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 120393 members 
Entering Unmasked Estep 
Score: -6594122.000000 Penalty: 1065.853638
	Iteration 113Q: 3 clusters Score -6594122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 120394 members 
Entering Unmasked Estep 
Score: -6594122.500000 Penalty: 1065.853638
	Iteration 114Q: 3 clusters Score -6594122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 120394 members 
Entering Unmasked Estep 
Score: -6594122.500000 Penalty: 1065.853638
	Iteration 115F: 3 clusters Score -6594122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -30286.371094 Penalty: 291.812378
	Iteration 0F: 2 clusters Score -30286.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29725.734375 Penalty: 583.624756
	Iteration 0F: 3 clusters Score -29725.73 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29900.673828 Penalty: 583.624756
	Iteration 1F: 3 clusters Score -29900.67 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29969.867188 Penalty: 583.624756
	Iteration 2F: 3 clusters Score -29969.87 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29997.537109 Penalty: 583.624756
	Iteration 3F: 3 clusters Score -29997.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -30014.710938 Penalty: 583.624756
	Iteration 4Q: 3 clusters Score -30014.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -30028.210938 Penalty: 583.624756
	Iteration 5Q: 3 clusters Score -30028.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -30037.296875 Penalty: 583.624756
	Iteration 6Q: 3 clusters Score -30037.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -30043.867188 Penalty: 583.624756
	Iteration 7Q: 3 clusters Score -30043.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -30052.121094 Penalty: 583.624756
	Iteration 8Q: 3 clusters Score -30052.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -30062.697266 Penalty: 583.624756
	Iteration 9Q: 3 clusters Score -30062.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -30071.601562 Penalty: 583.624756
	Iteration 10Q: 3 clusters Score -30071.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -30078.087891 Penalty: 583.624756
	Iteration 11Q: 3 clusters Score -30078.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -30089.986328 Penalty: 583.624756
	Iteration 12Q: 3 clusters Score -30089.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -30099.037109 Penalty: 583.624756
	Iteration 13Q: 3 clusters Score -30099.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -30111.578125 Penalty: 583.624756
	Iteration 14Q: 3 clusters Score -30111.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -30115.134766 Penalty: 583.624756
	Iteration 15Q: 3 clusters Score -30115.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -30116.964844 Penalty: 583.624756
	Iteration 16Q: 3 clusters Score -30116.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -30118.699219 Penalty: 583.624756
	Iteration 17Q: 3 clusters Score -30118.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -30123.216797 Penalty: 583.624756
	Iteration 18Q: 3 clusters Score -30123.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -30128.269531 Penalty: 583.624756
	Iteration 19Q: 3 clusters Score -30128.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -30131.080078 Penalty: 583.624756
	Iteration 20F: 3 clusters Score -30131.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -30134.046875 Penalty: 583.624756
	Iteration 21Q: 3 clusters Score -30134.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -30137.271484 Penalty: 583.624756
	Iteration 22Q: 3 clusters Score -30137.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -30141.230469 Penalty: 583.624756
	Iteration 23Q: 3 clusters Score -30141.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -30142.472656 Penalty: 583.624756
	Iteration 24Q: 3 clusters Score -30142.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -30144.445312 Penalty: 583.624756
	Iteration 25Q: 3 clusters Score -30144.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -30145.009766 Penalty: 583.624756
	Iteration 26Q: 3 clusters Score -30145.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -30145.009766 Penalty: 583.624756
	Iteration 27F: 3 clusters Score -30145.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -40695.414062 Penalty: 308.949432
	Iteration 0F: 2 clusters Score -40695.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -39940.800781 Penalty: 617.898865
	Iteration 0F: 3 clusters Score -39940.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -40168.808594 Penalty: 617.898865
	Iteration 1F: 3 clusters Score -40168.81 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -40246.933594 Penalty: 617.898865
	Iteration 2F: 3 clusters Score -40246.93 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -40291.199219 Penalty: 617.898865
	Iteration 3F: 3 clusters Score -40291.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -40315.292969 Penalty: 617.898865
	Iteration 4F: 3 clusters Score -40315.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -40332.550781 Penalty: 617.898865
	Iteration 5Q: 3 clusters Score -40332.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -40342.257812 Penalty: 617.898865
	Iteration 6Q: 3 clusters Score -40342.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -40355.468750 Penalty: 617.898865
	Iteration 7Q: 3 clusters Score -40355.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -40362.941406 Penalty: 617.898865
	Iteration 8Q: 3 clusters Score -40362.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -40373.300781 Penalty: 617.898865
	Iteration 9Q: 3 clusters Score -40373.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -40378.468750 Penalty: 617.898865
	Iteration 10Q: 3 clusters Score -40378.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -40386.617188 Penalty: 617.898865
	Iteration 11Q: 3 clusters Score -40386.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -40392.843750 Penalty: 617.898865
	Iteration 12Q: 3 clusters Score -40392.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -40400.367188 Penalty: 617.898865
	Iteration 13Q: 3 clusters Score -40400.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -40407.710938 Penalty: 617.898865
	Iteration 14Q: 3 clusters Score -40407.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -40420.910156 Penalty: 617.898865
	Iteration 15Q: 3 clusters Score -40420.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -40429.496094 Penalty: 617.898865
	Iteration 16Q: 3 clusters Score -40429.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -40435.789062 Penalty: 617.898865
	Iteration 17Q: 3 clusters Score -40435.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -40441.285156 Penalty: 617.898865
	Iteration 18Q: 3 clusters Score -40441.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -40446.859375 Penalty: 617.898865
	Iteration 19Q: 3 clusters Score -40446.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -40452.257812 Penalty: 617.898865
	Iteration 20F: 3 clusters Score -40452.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -40457.222656 Penalty: 617.898865
	Iteration 21Q: 3 clusters Score -40457.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -40460.316406 Penalty: 617.898865
	Iteration 22Q: 3 clusters Score -40460.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40461.980469 Penalty: 617.898865
	Iteration 23Q: 3 clusters Score -40461.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -40463.488281 Penalty: 617.898865
	Iteration 24Q: 3 clusters Score -40463.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40465.078125 Penalty: 617.898865
	Iteration 25Q: 3 clusters Score -40465.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40465.269531 Penalty: 617.898865
	Iteration 26Q: 3 clusters Score -40465.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -40465.523438 Penalty: 617.898865
	Iteration 27Q: 3 clusters Score -40465.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -40466.640625 Penalty: 617.898865
	Iteration 28Q: 3 clusters Score -40466.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -40468.875000 Penalty: 617.898865
	Iteration 29Q: 3 clusters Score -40468.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -40472.300781 Penalty: 617.898865
	Iteration 30Q: 3 clusters Score -40472.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40475.289062 Penalty: 617.898865
	Iteration 31Q: 3 clusters Score -40475.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40476.687500 Penalty: 617.898865
	Iteration 32Q: 3 clusters Score -40476.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -40477.367188 Penalty: 617.898865
	Iteration 33Q: 3 clusters Score -40477.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -40478.117188 Penalty: 617.898865
	Iteration 34Q: 3 clusters Score -40478.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40479.242188 Penalty: 617.898865
	Iteration 35Q: 3 clusters Score -40479.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -40481.023438 Penalty: 617.898865
	Iteration 36Q: 3 clusters Score -40481.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40482.937500 Penalty: 617.898865
	Iteration 37Q: 3 clusters Score -40482.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -40484.097656 Penalty: 617.898865
	Iteration 38Q: 3 clusters Score -40484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -40484.664062 Penalty: 617.898865
	Iteration 39Q: 3 clusters Score -40484.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -40485.988281 Penalty: 617.898865
	Iteration 40F: 3 clusters Score -40485.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40486.914062 Penalty: 617.898865
	Iteration 41Q: 3 clusters Score -40486.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40487.070312 Penalty: 617.898865
	Iteration 42Q: 3 clusters Score -40487.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -40487.695312 Penalty: 617.898865
	Iteration 43Q: 3 clusters Score -40487.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -40489.199219 Penalty: 617.898865
	Iteration 44Q: 3 clusters Score -40489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -40491.828125 Penalty: 617.898865
	Iteration 45Q: 3 clusters Score -40491.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -40493.933594 Penalty: 617.898865
	Iteration 46Q: 3 clusters Score -40493.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -40496.671875 Penalty: 617.898865
	Iteration 47Q: 3 clusters Score -40496.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40498.367188 Penalty: 617.898865
	Iteration 48Q: 3 clusters Score -40498.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -40500.421875 Penalty: 617.898865
	Iteration 49Q: 3 clusters Score -40500.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -40501.460938 Penalty: 617.898865
	Iteration 50Q: 3 clusters Score -40501.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -40502.726562 Penalty: 617.898865
	Iteration 51Q: 3 clusters Score -40502.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -40505.539062 Penalty: 617.898865
	Iteration 52Q: 3 clusters Score -40505.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -40506.757812 Penalty: 617.898865
	Iteration 53Q: 3 clusters Score -40506.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40508.628906 Penalty: 617.898865
	Iteration 54Q: 3 clusters Score -40508.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -40509.402344 Penalty: 617.898865
	Iteration 55Q: 3 clusters Score -40509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -40511.015625 Penalty: 617.898865
	Iteration 56Q: 3 clusters Score -40511.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40512.753906 Penalty: 617.898865
	Iteration 57Q: 3 clusters Score -40512.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40516.335938 Penalty: 617.898865
	Iteration 58Q: 3 clusters Score -40516.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40520.972656 Penalty: 617.898865
	Iteration 59Q: 3 clusters Score -40520.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40523.976562 Penalty: 617.898865
	Iteration 60F: 3 clusters Score -40523.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40525.140625 Penalty: 617.898865
	Iteration 61Q: 3 clusters Score -40525.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40525.324219 Penalty: 617.898865
	Iteration 62Q: 3 clusters Score -40525.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40525.917969 Penalty: 617.898865
	Iteration 63Q: 3 clusters Score -40525.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40526.121094 Penalty: 617.898865
	Iteration 64Q: 3 clusters Score -40526.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40526.121094 Penalty: 617.898865
	Iteration 65F: 3 clusters Score -40526.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -20970.908203 Penalty: 276.113373
	Iteration 0F: 2 clusters Score -20970.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20538.343750 Penalty: 552.226746
	Iteration 0F: 3 clusters Score -20538.34 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20626.816406 Penalty: 552.226746
	Iteration 1F: 3 clusters Score -20626.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20651.005859 Penalty: 552.226746
	Iteration 2F: 3 clusters Score -20651.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20661.728516 Penalty: 552.226746
	Iteration 3Q: 3 clusters Score -20661.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20669.476562 Penalty: 552.226746
	Iteration 4Q: 3 clusters Score -20669.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20673.515625 Penalty: 552.226746
	Iteration 5Q: 3 clusters Score -20673.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20681.033203 Penalty: 552.226746
	Iteration 6Q: 3 clusters Score -20681.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20683.878906 Penalty: 552.226746
	Iteration 7Q: 3 clusters Score -20683.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20686.525391 Penalty: 552.226746
	Iteration 8Q: 3 clusters Score -20686.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20688.429688 Penalty: 552.226746
	Iteration 9Q: 3 clusters Score -20688.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20691.216797 Penalty: 552.226746
	Iteration 10Q: 3 clusters Score -20691.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20693.712891 Penalty: 552.226746
	Iteration 11Q: 3 clusters Score -20693.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20694.658203 Penalty: 552.226746
	Iteration 12Q: 3 clusters Score -20694.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20695.693359 Penalty: 552.226746
	Iteration 13Q: 3 clusters Score -20695.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20696.964844 Penalty: 552.226746
	Iteration 14Q: 3 clusters Score -20696.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20697.128906 Penalty: 552.226746
	Iteration 15Q: 3 clusters Score -20697.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20697.128906 Penalty: 552.226746
	Iteration 16F: 3 clusters Score -20697.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -7410.009277 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -7410.009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7162.656250 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -7162.656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7211.772949 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -7211.773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7219.549316 Penalty: 469.995514
	Iteration 2F: 3 clusters Score -7219.549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7220.153320 Penalty: 469.995514
	Iteration 3Q: 3 clusters Score -7220.153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7220.153320 Penalty: 469.995514
	Iteration 4F: 3 clusters Score -7220.153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -35943.847656 Penalty: 301.995239
	Iteration 0F: 2 clusters Score -35943.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35302.640625 Penalty: 603.990479
	Iteration 0F: 3 clusters Score -35302.64 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35507.375000 Penalty: 603.990479
	Iteration 1F: 3 clusters Score -35507.38 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35570.101562 Penalty: 603.990479
	Iteration 2F: 3 clusters Score -35570.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35620.308594 Penalty: 603.990479
	Iteration 3F: 3 clusters Score -35620.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -35657.886719 Penalty: 603.990479
	Iteration 4Q: 3 clusters Score -35657.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35680.281250 Penalty: 603.990479
	Iteration 5Q: 3 clusters Score -35680.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35698.921875 Penalty: 603.990479
	Iteration 6Q: 3 clusters Score -35698.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35714.460938 Penalty: 603.990479
	Iteration 7Q: 3 clusters Score -35714.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35732.406250 Penalty: 603.990479
	Iteration 8Q: 3 clusters Score -35732.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35745.589844 Penalty: 603.990479
	Iteration 9Q: 3 clusters Score -35745.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35756.636719 Penalty: 603.990479
	Iteration 10Q: 3 clusters Score -35756.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35763.609375 Penalty: 603.990479
	Iteration 11Q: 3 clusters Score -35763.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35768.015625 Penalty: 603.990479
	Iteration 12Q: 3 clusters Score -35768.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35773.289062 Penalty: 603.990479
	Iteration 13Q: 3 clusters Score -35773.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35777.578125 Penalty: 603.990479
	Iteration 14Q: 3 clusters Score -35777.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35782.328125 Penalty: 603.990479
	Iteration 15Q: 3 clusters Score -35782.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35787.144531 Penalty: 603.990479
	Iteration 16Q: 3 clusters Score -35787.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35792.160156 Penalty: 603.990479
	Iteration 17Q: 3 clusters Score -35792.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35794.062500 Penalty: 603.990479
	Iteration 18Q: 3 clusters Score -35794.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35795.054688 Penalty: 603.990479
	Iteration 19Q: 3 clusters Score -35795.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35797.363281 Penalty: 603.990479
	Iteration 20F: 3 clusters Score -35797.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35797.972656 Penalty: 603.990479
	Iteration 21Q: 3 clusters Score -35797.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35797.972656 Penalty: 603.990479
	Iteration 22F: 3 clusters Score -35797.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -14430.954102 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -14430.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14044.744141 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -14044.74 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14168.070312 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -14168.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -14213.015625 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -14213.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14236.388672 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -14236.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -14246.042969 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -14246.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -14262.032227 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -14262.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -14274.619141 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -14274.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -14277.549805 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -14277.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -14278.094727 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -14278.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -14278.094727 Penalty: 527.164246
	Iteration 9F: 3 clusters Score -14278.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (285565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285565 members 
Entering Unmasked Estep 
Score: -15150221.000000 Penalty: 571.581238
	Iteration 0F: 2 clusters Score -1.515022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142667 members 
Mstep: Class 2 contains 142898 members 
Entering Unmasked Estep 
Score: -14962667.000000 Penalty: 1143.162476
	Iteration 0F: 3 clusters Score -1.496267e+07 nChanged 140466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125067 members 
Mstep: Class 2 contains 160498 members 
Entering Unmasked Estep 
Score: -15050046.000000 Penalty: 1143.162476
	Iteration 1F: 3 clusters Score -1.505005e+07 nChanged 14519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114518 members 
Mstep: Class 2 contains 171047 members 
Entering Unmasked Estep 
Score: -15055039.000000 Penalty: 1143.162476
	Iteration 2F: 3 clusters Score -1.505504e+07 nChanged 17503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100163 members 
Mstep: Class 2 contains 185402 members 
Entering Unmasked Estep 
Score: -15062754.000000 Penalty: 1143.162476
	Iteration 3F: 3 clusters Score -1.506275e+07 nChanged 20660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 203892 members 
Entering Unmasked Estep 
Score: -15074992.000000 Penalty: 1143.162476
	Iteration 4F: 3 clusters Score -1.507499e+07 nChanged 22257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 225041 members 
Entering Unmasked Estep 
Score: -15091248.000000 Penalty: 1143.162476
	Iteration 5F: 3 clusters Score -1.509125e+07 nChanged 21778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 246559 members 
Entering Unmasked Estep 
Score: -15111033.000000 Penalty: 1143.162476
	Iteration 6F: 3 clusters Score -1.511103e+07 nChanged 17728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 264239 members 
Entering Unmasked Estep 
Score: -15128693.000000 Penalty: 1143.162476
	Iteration 7F: 3 clusters Score -1.512869e+07 nChanged 11294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 275513 members 
Entering Unmasked Estep 
Score: -15143116.000000 Penalty: 1143.162476
	Iteration 8Q: 3 clusters Score -1.514312e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 281895 members 
Entering Unmasked Estep 
Score: -15148284.000000 Penalty: 1143.162476
	Iteration 9Q: 3 clusters Score -1.514828e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 284476 members 
Entering Unmasked Estep 
Score: -15149375.000000 Penalty: 1143.162476
	Iteration 10Q: 3 clusters Score -1.514938e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 285240 members 
Entering Unmasked Estep 
Score: -15149657.000000 Penalty: 1143.162476
	Iteration 11Q: 3 clusters Score -1.514966e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 285440 members 
Entering Unmasked Estep 
Score: -15149687.000000 Penalty: 1143.162476
	Iteration 12Q: 3 clusters Score -1.514969e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 285487 members 
Entering Unmasked Estep 
Score: -15149720.000000 Penalty: 1143.162476
	Iteration 13Q: 3 clusters Score -1.514972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 285497 members 
Entering Unmasked Estep 
Score: -15149740.000000 Penalty: 1143.162476
	Iteration 14Q: 3 clusters Score -1.514974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 285498 members 
Entering Unmasked Estep 
Score: -15149753.000000 Penalty: 1143.162476
	Iteration 15Q: 3 clusters Score -1.514975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 285495 members 
Entering Unmasked Estep 
Score: -15149753.000000 Penalty: 1143.162476
	Iteration 16Q: 3 clusters Score -1.514975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 285496 members 
Entering Unmasked Estep 
Score: -15149757.000000 Penalty: 1143.162476
	Iteration 17Q: 3 clusters Score -1.514976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 285495 members 
Entering Unmasked Estep 
Score: -15149757.000000 Penalty: 1143.162476
	Iteration 18Q: 3 clusters Score -1.514976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 285495 members 
Entering Unmasked Estep 
Score: -15149757.000000 Penalty: 1143.162476
	Iteration 19F: 3 clusters Score -1.514976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -9891.520508 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -9891.521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9614.498047 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -9614.498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9673.758789 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -9673.759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9680.620117 Penalty: 487.877594
	Iteration 2Q: 3 clusters Score -9680.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9687.620117 Penalty: 487.877594
	Iteration 3Q: 3 clusters Score -9687.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9689.580078 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -9689.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9692.448242 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -9692.448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9697.083008 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -9697.083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9699.473633 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -9699.474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9704.126953 Penalty: 487.877594
	Iteration 8Q: 3 clusters Score -9704.127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9705.422852 Penalty: 487.877594
	Iteration 9Q: 3 clusters Score -9705.423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9705.422852 Penalty: 487.877594
	Iteration 10F: 3 clusters Score -9705.423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Entering Unmasked Estep 
Score: -158809.406250 Penalty: 364.546814
	Iteration 0F: 2 clusters Score -158809.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -156735.953125 Penalty: 729.093628
	Iteration 0F: 3 clusters Score -156736 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -157450.234375 Penalty: 729.093628
	Iteration 1F: 3 clusters Score -157450.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -157610.546875 Penalty: 729.093628
	Iteration 2F: 3 clusters Score -157610.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -157738.890625 Penalty: 729.093628
	Iteration 3F: 3 clusters Score -157738.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -157846.734375 Penalty: 729.093628
	Iteration 4F: 3 clusters Score -157846.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -157957.406250 Penalty: 729.093628
	Iteration 5F: 3 clusters Score -157957.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -158072.671875 Penalty: 729.093628
	Iteration 6Q: 3 clusters Score -158072.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -158170.125000 Penalty: 729.093628
	Iteration 7Q: 3 clusters Score -158170.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -158250.625000 Penalty: 729.093628
	Iteration 8Q: 3 clusters Score -158250.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -158309.109375 Penalty: 729.093628
	Iteration 9Q: 3 clusters Score -158309.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -158352.343750 Penalty: 729.093628
	Iteration 10Q: 3 clusters Score -158352.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -158388.750000 Penalty: 729.093628
	Iteration 11Q: 3 clusters Score -158388.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -158414.781250 Penalty: 729.093628
	Iteration 12Q: 3 clusters Score -158414.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -158443.000000 Penalty: 729.093628
	Iteration 13Q: 3 clusters Score -158443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -158455.234375 Penalty: 729.093628
	Iteration 14Q: 3 clusters Score -158455.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -158470.078125 Penalty: 729.093628
	Iteration 15Q: 3 clusters Score -158470.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -158481.625000 Penalty: 729.093628
	Iteration 16Q: 3 clusters Score -158481.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -158487.062500 Penalty: 729.093628
	Iteration 17Q: 3 clusters Score -158487.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -158492.140625 Penalty: 729.093628
	Iteration 18Q: 3 clusters Score -158492.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -158495.093750 Penalty: 729.093628
	Iteration 19Q: 3 clusters Score -158495.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -158497.656250 Penalty: 729.093628
	Iteration 20F: 3 clusters Score -158497.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -158502.906250 Penalty: 729.093628
	Iteration 21Q: 3 clusters Score -158502.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -158508.375000 Penalty: 729.093628
	Iteration 22Q: 3 clusters Score -158508.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -158510.562500 Penalty: 729.093628
	Iteration 23Q: 3 clusters Score -158510.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -158512.515625 Penalty: 729.093628
	Iteration 24Q: 3 clusters Score -158512.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -158513.750000 Penalty: 729.093628
	Iteration 25Q: 3 clusters Score -158513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -158515.031250 Penalty: 729.093628
	Iteration 26Q: 3 clusters Score -158515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -158515.453125 Penalty: 729.093628
	Iteration 27Q: 3 clusters Score -158515.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -158515.968750 Penalty: 729.093628
	Iteration 28Q: 3 clusters Score -158516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -158515.968750 Penalty: 729.093628
	Iteration 29F: 3 clusters Score -158516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -72897.835938 Penalty: 330.513367
	Iteration 0F: 2 clusters Score -72897.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -71831.507812 Penalty: 661.026733
	Iteration 0F: 3 clusters Score -71831.51 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -72186.843750 Penalty: 661.026733
	Iteration 1F: 3 clusters Score -72186.84 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -72263.007812 Penalty: 661.026733
	Iteration 2F: 3 clusters Score -72263.01 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -72305.632812 Penalty: 661.026733
	Iteration 3F: 3 clusters Score -72305.63 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -72325.500000 Penalty: 661.026733
	Iteration 4Q: 3 clusters Score -72325.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -72336.187500 Penalty: 661.026733
	Iteration 5Q: 3 clusters Score -72336.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -72351.265625 Penalty: 661.026733
	Iteration 6Q: 3 clusters Score -72351.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -72371.437500 Penalty: 661.026733
	Iteration 7Q: 3 clusters Score -72371.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -72394.304688 Penalty: 661.026733
	Iteration 8Q: 3 clusters Score -72394.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -72424.742188 Penalty: 661.026733
	Iteration 9Q: 3 clusters Score -72424.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -72459.687500 Penalty: 661.026733
	Iteration 10Q: 3 clusters Score -72459.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -72481.007812 Penalty: 661.026733
	Iteration 11Q: 3 clusters Score -72481.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -72497.968750 Penalty: 661.026733
	Iteration 12Q: 3 clusters Score -72497.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -72512.296875 Penalty: 661.026733
	Iteration 13Q: 3 clusters Score -72512.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -72528.703125 Penalty: 661.026733
	Iteration 14Q: 3 clusters Score -72528.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -72541.492188 Penalty: 661.026733
	Iteration 15Q: 3 clusters Score -72541.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -72547.429688 Penalty: 661.026733
	Iteration 16Q: 3 clusters Score -72547.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -72551.187500 Penalty: 661.026733
	Iteration 17Q: 3 clusters Score -72551.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -72555.148438 Penalty: 661.026733
	Iteration 18Q: 3 clusters Score -72555.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -72558.507812 Penalty: 661.026733
	Iteration 19Q: 3 clusters Score -72558.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -72561.578125 Penalty: 661.026733
	Iteration 20F: 3 clusters Score -72561.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -72564.335938 Penalty: 661.026733
	Iteration 21Q: 3 clusters Score -72564.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -72565.515625 Penalty: 661.026733
	Iteration 22Q: 3 clusters Score -72565.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -72566.773438 Penalty: 661.026733
	Iteration 23Q: 3 clusters Score -72566.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -72567.328125 Penalty: 661.026733
	Iteration 24Q: 3 clusters Score -72567.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -72567.398438 Penalty: 661.026733
	Iteration 25Q: 3 clusters Score -72567.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -72567.398438 Penalty: 661.026733
	Iteration 26F: 3 clusters Score -72567.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -37651.445312 Penalty: 305.549957
	Iteration 0F: 2 clusters Score -37651.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -36947.667969 Penalty: 611.099915
	Iteration 0F: 3 clusters Score -36947.67 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -37171.242188 Penalty: 611.099915
	Iteration 1F: 3 clusters Score -37171.24 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -37219.265625 Penalty: 611.099915
	Iteration 2F: 3 clusters Score -37219.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -37258.757812 Penalty: 611.099915
	Iteration 3F: 3 clusters Score -37258.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37283.457031 Penalty: 611.099915
	Iteration 4Q: 3 clusters Score -37283.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37306.714844 Penalty: 611.099915
	Iteration 5Q: 3 clusters Score -37306.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37336.230469 Penalty: 611.099915
	Iteration 6Q: 3 clusters Score -37336.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37369.585938 Penalty: 611.099915
	Iteration 7Q: 3 clusters Score -37369.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37394.023438 Penalty: 611.099915
	Iteration 8Q: 3 clusters Score -37394.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37411.894531 Penalty: 611.099915
	Iteration 9Q: 3 clusters Score -37411.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37428.812500 Penalty: 611.099915
	Iteration 10Q: 3 clusters Score -37428.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37436.980469 Penalty: 611.099915
	Iteration 11Q: 3 clusters Score -37436.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37442.367188 Penalty: 611.099915
	Iteration 12Q: 3 clusters Score -37442.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37446.394531 Penalty: 611.099915
	Iteration 13Q: 3 clusters Score -37446.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37451.058594 Penalty: 611.099915
	Iteration 14Q: 3 clusters Score -37451.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37456.468750 Penalty: 611.099915
	Iteration 15Q: 3 clusters Score -37456.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37461.457031 Penalty: 611.099915
	Iteration 16Q: 3 clusters Score -37461.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37467.714844 Penalty: 611.099915
	Iteration 17Q: 3 clusters Score -37467.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37473.003906 Penalty: 611.099915
	Iteration 18Q: 3 clusters Score -37473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37476.292969 Penalty: 611.099915
	Iteration 19Q: 3 clusters Score -37476.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37477.437500 Penalty: 611.099915
	Iteration 20F: 3 clusters Score -37477.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37478.261719 Penalty: 611.099915
	Iteration 21Q: 3 clusters Score -37478.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37479.515625 Penalty: 611.099915
	Iteration 22Q: 3 clusters Score -37479.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37479.570312 Penalty: 611.099915
	Iteration 23Q: 3 clusters Score -37479.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37479.570312 Penalty: 611.099915
	Iteration 24F: 3 clusters Score -37479.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Entering Unmasked Estep 
Score: -2578166.000000 Penalty: 492.960297
	Iteration 0F: 2 clusters Score -2578166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -2544006.000000 Penalty: 985.920593
	Iteration 0F: 3 clusters Score -2544006 nChanged 24605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -2558379.250000 Penalty: 985.920593
	Iteration 1F: 3 clusters Score -2558379 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -2558859.750000 Penalty: 985.920593
	Iteration 2Q: 3 clusters Score -2558860 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -2559561.750000 Penalty: 985.920593
	Iteration 3Q: 3 clusters Score -2559562 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -2560662.250000 Penalty: 985.920593
	Iteration 4Q: 3 clusters Score -2560662 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -2562447.250000 Penalty: 985.920593
	Iteration 5F: 3 clusters Score -2562447 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -2564891.500000 Penalty: 985.920593
	Iteration 6F: 3 clusters Score -2564892 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -2567097.000000 Penalty: 985.920593
	Iteration 7F: 3 clusters Score -2567097 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -2568175.250000 Penalty: 985.920593
	Iteration 8Q: 3 clusters Score -2568175 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -2568492.750000 Penalty: 985.920593
	Iteration 9Q: 3 clusters Score -2568493 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -2568585.500000 Penalty: 985.920593
	Iteration 10Q: 3 clusters Score -2568586 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -2568630.000000 Penalty: 985.920593
	Iteration 11Q: 3 clusters Score -2568630 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -2568669.000000 Penalty: 985.920593
	Iteration 12Q: 3 clusters Score -2568669 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -2568700.250000 Penalty: 985.920593
	Iteration 13Q: 3 clusters Score -2568700 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -2568730.500000 Penalty: 985.920593
	Iteration 14Q: 3 clusters Score -2568730 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -2568752.750000 Penalty: 985.920593
	Iteration 15Q: 3 clusters Score -2568753 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -2568777.750000 Penalty: 985.920593
	Iteration 16Q: 3 clusters Score -2568778 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -2568803.500000 Penalty: 985.920593
	Iteration 17Q: 3 clusters Score -2568804 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -2568849.500000 Penalty: 985.920593
	Iteration 18Q: 3 clusters Score -2568850 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -2568855.000000 Penalty: 985.920593
	Iteration 19Q: 3 clusters Score -2568855 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -2568867.500000 Penalty: 985.920593
	Iteration 20F: 3 clusters Score -2568868 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -2568907.250000 Penalty: 985.920593
	Iteration 21Q: 3 clusters Score -2568907 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -2568941.750000 Penalty: 985.920593
	Iteration 22Q: 3 clusters Score -2568942 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -2568972.000000 Penalty: 985.920593
	Iteration 23Q: 3 clusters Score -2568972 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -2568993.250000 Penalty: 985.920593
	Iteration 24Q: 3 clusters Score -2568993 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -2569026.750000 Penalty: 985.920593
	Iteration 25Q: 3 clusters Score -2569027 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -2569043.500000 Penalty: 985.920593
	Iteration 26Q: 3 clusters Score -2569044 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -2569047.000000 Penalty: 985.920593
	Iteration 27Q: 3 clusters Score -2569047 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -2569060.250000 Penalty: 985.920593
	Iteration 28Q: 3 clusters Score -2569060 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -2569086.500000 Penalty: 985.920593
	Iteration 29Q: 3 clusters Score -2569086 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -2569112.250000 Penalty: 985.920593
	Iteration 30Q: 3 clusters Score -2569112 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -2569122.750000 Penalty: 985.920593
	Iteration 31Q: 3 clusters Score -2569123 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -2569138.750000 Penalty: 985.920593
	Iteration 32Q: 3 clusters Score -2569139 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -2569155.000000 Penalty: 985.920593
	Iteration 33Q: 3 clusters Score -2569155 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -2569186.500000 Penalty: 985.920593
	Iteration 34Q: 3 clusters Score -2569186 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -2569202.500000 Penalty: 985.920593
	Iteration 35Q: 3 clusters Score -2569202 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -2569213.250000 Penalty: 985.920593
	Iteration 36Q: 3 clusters Score -2569213 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -2569254.000000 Penalty: 985.920593
	Iteration 37Q: 3 clusters Score -2569254 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -2569290.000000 Penalty: 985.920593
	Iteration 38Q: 3 clusters Score -2569290 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -2569314.750000 Penalty: 985.920593
	Iteration 39Q: 3 clusters Score -2569315 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -2569356.250000 Penalty: 985.920593
	Iteration 40F: 3 clusters Score -2569356 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -2569388.500000 Penalty: 985.920593
	Iteration 41Q: 3 clusters Score -2569388 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -2569426.250000 Penalty: 985.920593
	Iteration 42Q: 3 clusters Score -2569426 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -2569483.000000 Penalty: 985.920593
	Iteration 43Q: 3 clusters Score -2569483 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -2569547.000000 Penalty: 985.920593
	Iteration 44Q: 3 clusters Score -2569547 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -2569575.500000 Penalty: 985.920593
	Iteration 45Q: 3 clusters Score -2569576 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -2569650.500000 Penalty: 985.920593
	Iteration 46Q: 3 clusters Score -2569650 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -2569745.500000 Penalty: 985.920593
	Iteration 47Q: 3 clusters Score -2569746 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -2569839.750000 Penalty: 985.920593
	Iteration 48Q: 3 clusters Score -2569840 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -2569947.750000 Penalty: 985.920593
	Iteration 49Q: 3 clusters Score -2569948 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -2570082.750000 Penalty: 985.920593
	Iteration 50Q: 3 clusters Score -2570083 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -2570284.000000 Penalty: 985.920593
	Iteration 51Q: 3 clusters Score -2570284 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -2570471.250000 Penalty: 985.920593
	Iteration 52Q: 3 clusters Score -2570471 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -2570693.250000 Penalty: 985.920593
	Iteration 53Q: 3 clusters Score -2570693 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -2570942.000000 Penalty: 985.920593
	Iteration 54Q: 3 clusters Score -2570942 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -2571212.250000 Penalty: 985.920593
	Iteration 55Q: 3 clusters Score -2571212 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -2571499.250000 Penalty: 985.920593
	Iteration 56Q: 3 clusters Score -2571499 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -2571817.250000 Penalty: 985.920593
	Iteration 57Q: 3 clusters Score -2571817 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -2572143.250000 Penalty: 985.920593
	Iteration 58Q: 3 clusters Score -2572143 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -2572542.750000 Penalty: 985.920593
	Iteration 59Q: 3 clusters Score -2572543 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -2572984.250000 Penalty: 985.920593
	Iteration 60F: 3 clusters Score -2572984 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -2573438.500000 Penalty: 985.920593
	Iteration 61Q: 3 clusters Score -2573438 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -2573949.500000 Penalty: 985.920593
	Iteration 62Q: 3 clusters Score -2573950 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -2574528.000000 Penalty: 985.920593
	Iteration 63Q: 3 clusters Score -2574528 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -2575142.000000 Penalty: 985.920593
	Iteration 64Q: 3 clusters Score -2575142 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -2575666.000000 Penalty: 985.920593
	Iteration 65Q: 3 clusters Score -2575666 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -2576152.250000 Penalty: 985.920593
	Iteration 66Q: 3 clusters Score -2576152 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -2576574.000000 Penalty: 985.920593
	Iteration 67Q: 3 clusters Score -2576574 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -2576938.750000 Penalty: 985.920593
	Iteration 68Q: 3 clusters Score -2576939 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -2577248.000000 Penalty: 985.920593
	Iteration 69Q: 3 clusters Score -2577248 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -2577412.250000 Penalty: 985.920593
	Iteration 70Q: 3 clusters Score -2577412 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -2577530.000000 Penalty: 985.920593
	Iteration 71Q: 3 clusters Score -2577530 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -2577591.750000 Penalty: 985.920593
	Iteration 72Q: 3 clusters Score -2577592 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -2577615.000000 Penalty: 985.920593
	Iteration 73Q: 3 clusters Score -2577615 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -2577646.500000 Penalty: 985.920593
	Iteration 74Q: 3 clusters Score -2577646 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -2577677.000000 Penalty: 985.920593
	Iteration 75Q: 3 clusters Score -2577677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -2577689.500000 Penalty: 985.920593
	Iteration 76Q: 3 clusters Score -2577690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -2577709.250000 Penalty: 985.920593
	Iteration 77Q: 3 clusters Score -2577709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -2577727.250000 Penalty: 985.920593
	Iteration 78Q: 3 clusters Score -2577727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -2577742.500000 Penalty: 985.920593
	Iteration 79Q: 3 clusters Score -2577742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -2577750.000000 Penalty: 985.920593
	Iteration 80F: 3 clusters Score -2577750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -2577761.000000 Penalty: 985.920593
	Iteration 81Q: 3 clusters Score -2577761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -2577770.500000 Penalty: 985.920593
	Iteration 82Q: 3 clusters Score -2577770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -2577779.250000 Penalty: 985.920593
	Iteration 83Q: 3 clusters Score -2577779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -2577789.250000 Penalty: 985.920593
	Iteration 84Q: 3 clusters Score -2577789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -2577789.500000 Penalty: 985.920593
	Iteration 85Q: 3 clusters Score -2577790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -2577792.750000 Penalty: 985.920593
	Iteration 86Q: 3 clusters Score -2577793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -2577792.000000 Penalty: 985.920593
	Iteration 87Q: 3 clusters Score -2577792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -2577793.750000 Penalty: 985.920593
	Iteration 88Q: 3 clusters Score -2577794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -2577790.000000 Penalty: 985.920593
	Iteration 89Q: 3 clusters Score -2577790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -2577792.750000 Penalty: 985.920593
	Iteration 90Q: 3 clusters Score -2577793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -2577792.750000 Penalty: 985.920593
	Iteration 91F: 3 clusters Score -2577793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -51479.605469 Penalty: 314.120483
	Iteration 0F: 2 clusters Score -51479.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -50693.316406 Penalty: 628.240967
	Iteration 0F: 3 clusters Score -50693.32 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -50932.949219 Penalty: 628.240967
	Iteration 1F: 3 clusters Score -50932.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -50987.906250 Penalty: 628.240967
	Iteration 2F: 3 clusters Score -50987.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51026.355469 Penalty: 628.240967
	Iteration 3Q: 3 clusters Score -51026.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51054.429688 Penalty: 628.240967
	Iteration 4Q: 3 clusters Score -51054.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51076.000000 Penalty: 628.240967
	Iteration 5Q: 3 clusters Score -51076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51093.425781 Penalty: 628.240967
	Iteration 6Q: 3 clusters Score -51093.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51104.519531 Penalty: 628.240967
	Iteration 7Q: 3 clusters Score -51104.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51117.460938 Penalty: 628.240967
	Iteration 8Q: 3 clusters Score -51117.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51131.253906 Penalty: 628.240967
	Iteration 9Q: 3 clusters Score -51131.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51146.718750 Penalty: 628.240967
	Iteration 10Q: 3 clusters Score -51146.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51155.375000 Penalty: 628.240967
	Iteration 11Q: 3 clusters Score -51155.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51159.316406 Penalty: 628.240967
	Iteration 12Q: 3 clusters Score -51159.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -51163.242188 Penalty: 628.240967
	Iteration 13Q: 3 clusters Score -51163.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51168.585938 Penalty: 628.240967
	Iteration 14Q: 3 clusters Score -51168.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -51171.621094 Penalty: 628.240967
	Iteration 15Q: 3 clusters Score -51171.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -51173.433594 Penalty: 628.240967
	Iteration 16Q: 3 clusters Score -51173.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -51173.914062 Penalty: 628.240967
	Iteration 17Q: 3 clusters Score -51173.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -51177.390625 Penalty: 628.240967
	Iteration 18Q: 3 clusters Score -51177.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -51178.250000 Penalty: 628.240967
	Iteration 19Q: 3 clusters Score -51178.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -51179.511719 Penalty: 628.240967
	Iteration 20F: 3 clusters Score -51179.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Entering Unmasked Estep 
Score: -135908.093750 Penalty: 357.638428
	Iteration 0F: 2 clusters Score -135908.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -134107.031250 Penalty: 715.276855
	Iteration 0F: 3 clusters Score -134107 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -134735.390625 Penalty: 715.276855
	Iteration 1F: 3 clusters Score -134735.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -134863.796875 Penalty: 715.276855
	Iteration 2F: 3 clusters Score -134863.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -134990.968750 Penalty: 715.276855
	Iteration 3F: 3 clusters Score -134991 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -135079.234375 Penalty: 715.276855
	Iteration 4F: 3 clusters Score -135079.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -135132.062500 Penalty: 715.276855
	Iteration 5Q: 3 clusters Score -135132.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -135176.406250 Penalty: 715.276855
	Iteration 6Q: 3 clusters Score -135176.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -135223.703125 Penalty: 715.276855
	Iteration 7Q: 3 clusters Score -135223.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -135258.125000 Penalty: 715.276855
	Iteration 8Q: 3 clusters Score -135258.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -135289.031250 Penalty: 715.276855
	Iteration 9Q: 3 clusters Score -135289 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -135312.968750 Penalty: 715.276855
	Iteration 10Q: 3 clusters Score -135313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -135332.812500 Penalty: 715.276855
	Iteration 11Q: 3 clusters Score -135332.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -135356.062500 Penalty: 715.276855
	Iteration 12Q: 3 clusters Score -135356.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -135379.796875 Penalty: 715.276855
	Iteration 13Q: 3 clusters Score -135379.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -135401.671875 Penalty: 715.276855
	Iteration 14Q: 3 clusters Score -135401.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -135427.671875 Penalty: 715.276855
	Iteration 15Q: 3 clusters Score -135427.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -135448.437500 Penalty: 715.276855
	Iteration 16Q: 3 clusters Score -135448.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -135473.390625 Penalty: 715.276855
	Iteration 17Q: 3 clusters Score -135473.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -135494.421875 Penalty: 715.276855
	Iteration 18Q: 3 clusters Score -135494.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -135508.171875 Penalty: 715.276855
	Iteration 19Q: 3 clusters Score -135508.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -135516.843750 Penalty: 715.276855
	Iteration 20F: 3 clusters Score -135516.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -135522.546875 Penalty: 715.276855
	Iteration 21Q: 3 clusters Score -135522.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -135528.890625 Penalty: 715.276855
	Iteration 22Q: 3 clusters Score -135528.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -135539.765625 Penalty: 715.276855
	Iteration 23Q: 3 clusters Score -135539.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -135548.953125 Penalty: 715.276855
	Iteration 24Q: 3 clusters Score -135549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -135563.859375 Penalty: 715.276855
	Iteration 25Q: 3 clusters Score -135563.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -135577.046875 Penalty: 715.276855
	Iteration 26Q: 3 clusters Score -135577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -135591.546875 Penalty: 715.276855
	Iteration 27Q: 3 clusters Score -135591.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -135605.156250 Penalty: 715.276855
	Iteration 28Q: 3 clusters Score -135605.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -135622.046875 Penalty: 715.276855
	Iteration 29Q: 3 clusters Score -135622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -135632.531250 Penalty: 715.276855
	Iteration 30Q: 3 clusters Score -135632.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135639.968750 Penalty: 715.276855
	Iteration 31Q: 3 clusters Score -135640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -135646.828125 Penalty: 715.276855
	Iteration 32Q: 3 clusters Score -135646.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -135654.000000 Penalty: 715.276855
	Iteration 33Q: 3 clusters Score -135654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135661.093750 Penalty: 715.276855
	Iteration 34Q: 3 clusters Score -135661.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -135669.593750 Penalty: 715.276855
	Iteration 35Q: 3 clusters Score -135669.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135675.046875 Penalty: 715.276855
	Iteration 36Q: 3 clusters Score -135675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -135681.968750 Penalty: 715.276855
	Iteration 37Q: 3 clusters Score -135682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -135687.515625 Penalty: 715.276855
	Iteration 38Q: 3 clusters Score -135687.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135689.859375 Penalty: 715.276855
	Iteration 39Q: 3 clusters Score -135689.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -135692.281250 Penalty: 715.276855
	Iteration 40F: 3 clusters Score -135692.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -135693.921875 Penalty: 715.276855
	Iteration 41Q: 3 clusters Score -135693.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -135695.687500 Penalty: 715.276855
	Iteration 42Q: 3 clusters Score -135695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -135699.140625 Penalty: 715.276855
	Iteration 43Q: 3 clusters Score -135699.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -135702.078125 Penalty: 715.276855
	Iteration 44Q: 3 clusters Score -135702.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -135703.046875 Penalty: 715.276855
	Iteration 45Q: 3 clusters Score -135703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -135704.203125 Penalty: 715.276855
	Iteration 46Q: 3 clusters Score -135704.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -135704.609375 Penalty: 715.276855
	Iteration 47Q: 3 clusters Score -135704.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -135705.484375 Penalty: 715.276855
	Iteration 48Q: 3 clusters Score -135705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -135706.953125 Penalty: 715.276855
	Iteration 49Q: 3 clusters Score -135707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -135706.984375 Penalty: 715.276855
	Iteration 50Q: 3 clusters Score -135707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -135707.125000 Penalty: 715.276855
	Iteration 51Q: 3 clusters Score -135707.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -135707.125000 Penalty: 715.276855
	Iteration 52F: 3 clusters Score -135707.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Entering Unmasked Estep 
Score: -206607.312500 Penalty: 378.380524
	Iteration 0F: 2 clusters Score -206607.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -203883.078125 Penalty: 756.761047
	Iteration 0F: 3 clusters Score -203883.1 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -204916.187500 Penalty: 756.761047
	Iteration 1F: 3 clusters Score -204916.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -205094.671875 Penalty: 756.761047
	Iteration 2F: 3 clusters Score -205094.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -205277.093750 Penalty: 756.761047
	Iteration 3F: 3 clusters Score -205277.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -205448.468750 Penalty: 756.761047
	Iteration 4F: 3 clusters Score -205448.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -205627.375000 Penalty: 756.761047
	Iteration 5F: 3 clusters Score -205627.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -205772.375000 Penalty: 756.761047
	Iteration 6F: 3 clusters Score -205772.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -205905.609375 Penalty: 756.761047
	Iteration 7Q: 3 clusters Score -205905.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -206023.046875 Penalty: 756.761047
	Iteration 8Q: 3 clusters Score -206023 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -206096.968750 Penalty: 756.761047
	Iteration 9Q: 3 clusters Score -206097 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -206153.250000 Penalty: 756.761047
	Iteration 10Q: 3 clusters Score -206153.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -206198.921875 Penalty: 756.761047
	Iteration 11Q: 3 clusters Score -206198.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -206235.812500 Penalty: 756.761047
	Iteration 12Q: 3 clusters Score -206235.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -206262.968750 Penalty: 756.761047
	Iteration 13Q: 3 clusters Score -206263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -206280.453125 Penalty: 756.761047
	Iteration 14Q: 3 clusters Score -206280.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -206297.078125 Penalty: 756.761047
	Iteration 15Q: 3 clusters Score -206297.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -206311.953125 Penalty: 756.761047
	Iteration 16Q: 3 clusters Score -206312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -206323.765625 Penalty: 756.761047
	Iteration 17Q: 3 clusters Score -206323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -206333.203125 Penalty: 756.761047
	Iteration 18Q: 3 clusters Score -206333.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -206350.812500 Penalty: 756.761047
	Iteration 19Q: 3 clusters Score -206350.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -206364.843750 Penalty: 756.761047
	Iteration 20F: 3 clusters Score -206364.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -206374.671875 Penalty: 756.761047
	Iteration 21Q: 3 clusters Score -206374.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -206386.171875 Penalty: 756.761047
	Iteration 22Q: 3 clusters Score -206386.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -206403.000000 Penalty: 756.761047
	Iteration 23Q: 3 clusters Score -206403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -206414.171875 Penalty: 756.761047
	Iteration 24Q: 3 clusters Score -206414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -206418.015625 Penalty: 756.761047
	Iteration 25Q: 3 clusters Score -206418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -206421.062500 Penalty: 756.761047
	Iteration 26Q: 3 clusters Score -206421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -206424.281250 Penalty: 756.761047
	Iteration 27Q: 3 clusters Score -206424.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -206433.062500 Penalty: 756.761047
	Iteration 28Q: 3 clusters Score -206433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -206439.984375 Penalty: 756.761047
	Iteration 29Q: 3 clusters Score -206440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -206446.546875 Penalty: 756.761047
	Iteration 30Q: 3 clusters Score -206446.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -206450.906250 Penalty: 756.761047
	Iteration 31Q: 3 clusters Score -206450.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -206454.062500 Penalty: 756.761047
	Iteration 32Q: 3 clusters Score -206454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -206456.906250 Penalty: 756.761047
	Iteration 33Q: 3 clusters Score -206456.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -206456.906250 Penalty: 756.761047
	Iteration 34F: 3 clusters Score -206456.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -14114.974609 Penalty: 264.542938
	Iteration 0F: 2 clusters Score -14114.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13758.022461 Penalty: 529.085876
	Iteration 0F: 3 clusters Score -13758.02 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13925.415039 Penalty: 529.085876
	Iteration 1F: 3 clusters Score -13925.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13973.962891 Penalty: 529.085876
	Iteration 2F: 3 clusters Score -13973.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13988.153320 Penalty: 529.085876
	Iteration 3Q: 3 clusters Score -13988.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13995.021484 Penalty: 529.085876
	Iteration 4Q: 3 clusters Score -13995.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13999.021484 Penalty: 529.085876
	Iteration 5Q: 3 clusters Score -13999.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14001.396484 Penalty: 529.085876
	Iteration 6Q: 3 clusters Score -14001.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14002.574219 Penalty: 529.085876
	Iteration 7Q: 3 clusters Score -14002.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14004.087891 Penalty: 529.085876
	Iteration 8Q: 3 clusters Score -14004.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14009.169922 Penalty: 529.085876
	Iteration 9Q: 3 clusters Score -14009.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14013.153320 Penalty: 529.085876
	Iteration 10Q: 3 clusters Score -14013.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14019.937500 Penalty: 529.085876
	Iteration 11Q: 3 clusters Score -14019.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14021.195312 Penalty: 529.085876
	Iteration 12Q: 3 clusters Score -14021.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14024.030273 Penalty: 529.085876
	Iteration 13Q: 3 clusters Score -14024.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14024.656250 Penalty: 529.085876
	Iteration 14Q: 3 clusters Score -14024.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14024.656250 Penalty: 529.085876
	Iteration 15F: 3 clusters Score -14024.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -14528.870117 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -14528.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14195.959961 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -14195.96 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14292.546875 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -14292.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14320.076172 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -14320.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14332.118164 Penalty: 518.129639
	Iteration 3Q: 3 clusters Score -14332.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14336.743164 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -14336.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14342.625977 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -14342.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14348.801758 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -14348.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14351.013672 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -14351.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14353.131836 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -14353.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14354.606445 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -14354.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14354.606445 Penalty: 518.129639
	Iteration 10F: 3 clusters Score -14354.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2642.012451 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2642.012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2508.426758 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2508.427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2520.104004 Penalty: 361.296570
	Iteration 1Q: 3 clusters Score -2520.104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2520.104004 Penalty: 361.296570
	Iteration 2F: 3 clusters Score -2520.104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -11482.632812 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -11482.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11140.346680 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -11140.35 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11226.428711 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -11226.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11269.172852 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -11269.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11303.891602 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -11303.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11328.649414 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -11328.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11357.485352 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -11357.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11437.157227 Penalty: 506.719360
	Iteration 6F: 3 clusters Score -11437.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11577.284180 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -11577.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11825.702148 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -11825.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11996.100586 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -11996.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12252.126953 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -12252.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12252.126953 Penalty: 506.719360
	Iteration 11F: 3 clusters Score -12252.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7219 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 44763 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 122110 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285565 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3017 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 50731 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 127 members 
Entering Unmasked Estep 
Score: -27474384.000000 Penalty: 19204.605469
Splitting cluster 25 changes total score from -27474084.000000 to -27474384.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 26 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -11195.065430 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -11195.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10861.207031 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -10861.21 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10970.162109 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -10970.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11111.913086 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -11111.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11261.398438 Penalty: 517.514771
	Iteration 3F: 3 clusters Score -11261.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11380.047852 Penalty: 517.514771
	Iteration 4F: 3 clusters Score -11380.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11444.050781 Penalty: 517.514771
	Iteration 5F: 3 clusters Score -11444.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11479.182617 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -11479.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11491.162109 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -11491.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11493.494141 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -11493.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11493.494141 Penalty: 517.514771
	Iteration 9F: 3 clusters Score -11493.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7219 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 44763 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 122110 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285565 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3017 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 50731 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 111 members 
Entering Unmasked Estep 
Score: -27474330.000000 Penalty: 19804.750000
Splitting cluster 26 changes total score from -27474084.000000 to -27474330.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 27 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -8873.436523 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -8873.437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8594.382812 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -8594.383 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8683.116211 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -8683.116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8698.246094 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -8698.246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8703.579102 Penalty: 488.728058
	Iteration 3Q: 3 clusters Score -8703.579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8709.299805 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -8709.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8712.581055 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -8712.581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8714.924805 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -8714.925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8716.813477 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -8716.813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8718.739258 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -8718.739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8726.040039 Penalty: 488.728058
	Iteration 9Q: 3 clusters Score -8726.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8731.163086 Penalty: 488.728058
	Iteration 10Q: 3 clusters Score -8731.163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8734.415039 Penalty: 488.728058
	Iteration 11Q: 3 clusters Score -8734.415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8736.434570 Penalty: 488.728058
	Iteration 12Q: 3 clusters Score -8736.435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8738.320312 Penalty: 488.728058
	Iteration 13Q: 3 clusters Score -8738.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8739.808594 Penalty: 488.728058
	Iteration 14Q: 3 clusters Score -8739.809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8739.808594 Penalty: 488.728058
	Iteration 15F: 3 clusters Score -8739.809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -2279.024658 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -2279.025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2116.120117 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -2116.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2144.685303 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -2144.685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2153.150635 Penalty: 374.089508
	Iteration 2Q: 3 clusters Score -2153.151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2153.150635 Penalty: 374.089508
	Iteration 3F: 3 clusters Score -2153.151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -8121.758789 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -8121.759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7830.490723 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -7830.491 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7896.821777 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -7896.822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7929.558105 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -7929.558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7943.353516 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -7943.354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7954.401367 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -7954.401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7967.027344 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -7967.027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7984.905762 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -7984.906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7994.853027 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -7994.853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8003.949707 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -8003.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8008.689941 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -8008.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8009.920898 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -8009.921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8009.920898 Penalty: 485.277405
	Iteration 11F: 3 clusters Score -8009.921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13154.135742 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13154.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12826.717773 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12826.72 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12903.780273 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12903.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12931.334961 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12931.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12939.022461 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -12939.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12942.520508 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -12942.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12950.198242 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -12950.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12956.017578 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -12956.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12961.395508 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -12961.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12962.723633 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -12962.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12962.723633 Penalty: 510.461945
	Iteration 9F: 3 clusters Score -12962.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -22617.425781 Penalty: 275.047729
	Iteration 0F: 2 clusters Score -22617.43 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 216 members 
Entering Unmasked Estep 
Score: -22181.037109 Penalty: 550.095459
	Iteration 0F: 3 clusters Score -22181.04 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22285.083984 Penalty: 550.095459
	Iteration 1F: 3 clusters Score -22285.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22311.949219 Penalty: 550.095459
	Iteration 2F: 3 clusters Score -22311.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22338.761719 Penalty: 550.095459
	Iteration 3Q: 3 clusters Score -22338.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22350.785156 Penalty: 550.095459
	Iteration 4Q: 3 clusters Score -22350.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22366.712891 Penalty: 550.095459
	Iteration 5Q: 3 clusters Score -22366.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22379.326172 Penalty: 550.095459
	Iteration 6Q: 3 clusters Score -22379.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22383.748047 Penalty: 550.095459
	Iteration 7Q: 3 clusters Score -22383.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22386.302734 Penalty: 550.095459
	Iteration 8Q: 3 clusters Score -22386.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22387.398438 Penalty: 550.095459
	Iteration 9Q: 3 clusters Score -22387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22389.986328 Penalty: 550.095459
	Iteration 10Q: 3 clusters Score -22389.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22391.242188 Penalty: 550.095459
	Iteration 11Q: 3 clusters Score -22391.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22393.650391 Penalty: 550.095459
	Iteration 12Q: 3 clusters Score -22393.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22394.517578 Penalty: 550.095459
	Iteration 13Q: 3 clusters Score -22394.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22394.839844 Penalty: 550.095459
	Iteration 14Q: 3 clusters Score -22394.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22394.951172 Penalty: 550.095459
	Iteration 15Q: 3 clusters Score -22394.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22394.951172 Penalty: 550.095459
	Iteration 16F: 3 clusters Score -22394.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7219 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 44763 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 122110 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285565 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3017 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 50731 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474350.000000 Penalty: 19804.750000
Iteration 119Q: 34 clusters Score -2.747435e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 44865 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 121833 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285729 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 50719 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 208 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474400.000000 Penalty: 19804.750000
Iteration 120F: 34 clusters Score -2.74744e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 44947 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 121597 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 770 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285852 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 50711 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 208 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474396.000000 Penalty: 19804.750000
Iteration 121Q: 34 clusters Score -2.74744e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 45059 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 121380 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285943 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 50698 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474328.000000 Penalty: 19804.750000
Iteration 122Q: 34 clusters Score -2.747433e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7288 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 45158 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 121174 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286046 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3036 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50665 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2608 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474302.000000 Penalty: 19804.750000
Iteration 123Q: 34 clusters Score -2.74743e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7313 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 45251 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 120985 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 782 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286135 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 50630 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2613 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474298.000000 Penalty: 19804.750000
Iteration 124Q: 34 clusters Score -2.74743e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 618 members 
Mstep: Class 4 contains 45349 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 120841 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286177 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 50598 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474274.000000 Penalty: 19804.750000
Iteration 125Q: 34 clusters Score -2.747427e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7355 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 45444 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 120708 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 788 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286198 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3049 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 50566 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474240.000000 Penalty: 19804.750000
Iteration 126Q: 34 clusters Score -2.747424e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7364 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 45557 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 120606 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286178 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3052 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50541 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2655 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474194.000000 Penalty: 19804.750000
Iteration 127Q: 34 clusters Score -2.747419e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7367 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 45657 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 120491 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 797 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286181 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3054 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50529 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474166.000000 Penalty: 19804.750000
Iteration 128Q: 34 clusters Score -2.747417e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7374 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 45744 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 120407 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 802 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286172 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3057 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50508 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2676 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474132.000000 Penalty: 19804.750000
Iteration 129Q: 34 clusters Score -2.747413e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7384 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 45817 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 120330 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286170 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50485 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2684 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474100.000000 Penalty: 19804.750000
Iteration 130Q: 34 clusters Score -2.74741e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7400 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 45884 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 120278 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286149 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3060 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 50463 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2696 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474086.000000 Penalty: 19804.750000
Iteration 131Q: 34 clusters Score -2.747409e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7428 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 45955 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 120227 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286126 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3061 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50439 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2704 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474128.000000 Penalty: 19804.750000
Iteration 132Q: 34 clusters Score -2.747413e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7447 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 46027 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 120162 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286107 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3057 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50431 members 
Mstep: Class 19 contains 992 members 
Mstep: Class 20 contains 2716 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474124.000000 Penalty: 19804.750000
Iteration 133Q: 34 clusters Score -2.747412e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 46093 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 120094 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286102 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3056 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50429 members 
Mstep: Class 19 contains 992 members 
Mstep: Class 20 contains 2721 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474120.000000 Penalty: 19804.750000
Iteration 134Q: 34 clusters Score -2.747412e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 46147 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 120012 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 808 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286142 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3055 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50416 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474148.000000 Penalty: 19804.750000
Iteration 135Q: 34 clusters Score -2.747415e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7496 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 46208 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 119918 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 808 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286188 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3054 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50403 members 
Mstep: Class 19 contains 992 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474124.000000 Penalty: 19804.750000
Iteration 136Q: 34 clusters Score -2.747412e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7510 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 46267 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 119810 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 808 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286239 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3048 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50395 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2704 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474176.000000 Penalty: 19804.750000
Iteration 137Q: 34 clusters Score -2.747418e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7519 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 46331 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 119720 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 808 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286272 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50395 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2694 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474152.000000 Penalty: 19804.750000
Iteration 138Q: 34 clusters Score -2.747415e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7530 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 46401 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 119633 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 809 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286307 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50387 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2678 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474132.000000 Penalty: 19804.750000
Iteration 139Q: 34 clusters Score -2.747413e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7536 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 46483 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 119540 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 809 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286325 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50379 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2665 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474166.000000 Penalty: 19804.750000
Iteration 140F: 34 clusters Score -2.747417e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7544 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 46544 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 119456 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 809 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286360 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50371 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2649 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474170.000000 Penalty: 19804.750000
Iteration 141Q: 34 clusters Score -2.747417e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7549 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 46605 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 119385 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 809 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286386 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50357 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474066.000000 Penalty: 19804.750000
Iteration 142Q: 34 clusters Score -2.747407e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7556 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 46669 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 119329 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 809 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286393 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50341 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2632 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474076.000000 Penalty: 19804.750000
Iteration 143Q: 34 clusters Score -2.747408e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7563 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 46734 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 119281 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 809 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286390 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3039 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50323 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474052.000000 Penalty: 19804.750000
Iteration 144Q: 34 clusters Score -2.747405e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7566 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 46794 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 119241 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286382 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50306 members 
Mstep: Class 19 contains 992 members 
Mstep: Class 20 contains 2632 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474088.000000 Penalty: 19804.750000
Iteration 145Q: 34 clusters Score -2.747409e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7575 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 46855 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 119186 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286389 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50290 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474068.000000 Penalty: 19804.750000
Iteration 146Q: 34 clusters Score -2.747407e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7580 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 46898 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 119142 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 811 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286397 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50277 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474042.000000 Penalty: 19804.750000
Iteration 147Q: 34 clusters Score -2.747404e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7586 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 46946 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 119103 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 814 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286387 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50265 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474098.000000 Penalty: 19804.750000
Iteration 148Q: 34 clusters Score -2.74741e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7595 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 47003 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 119075 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 817 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286358 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50253 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474084.000000 Penalty: 19804.750000
Iteration 149Q: 34 clusters Score -2.747408e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7600 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 47054 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 119050 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 819 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286332 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50246 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474086.000000 Penalty: 19804.750000
Iteration 150Q: 34 clusters Score -2.747409e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7604 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 47096 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 119042 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 824 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286301 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50244 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474094.000000 Penalty: 19804.750000
Iteration 151Q: 34 clusters Score -2.747409e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7613 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 47137 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 119031 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 829 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286270 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50233 members 
Mstep: Class 19 contains 989 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474108.000000 Penalty: 19804.750000
Iteration 152Q: 34 clusters Score -2.747411e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7626 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 47168 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 119015 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 832 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286254 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50217 members 
Mstep: Class 19 contains 989 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474108.000000 Penalty: 19804.750000
Iteration 153Q: 34 clusters Score -2.747411e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 47191 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 119001 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 835 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286240 members 
Mstep: Class 14 contains 215 members 
Mstep: Class 15 contains 3037 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50194 members 
Mstep: Class 19 contains 989 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474122.000000 Penalty: 19804.750000
Iteration 154Q: 34 clusters Score -2.747412e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7652 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 47215 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 118997 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286208 members 
Mstep: Class 14 contains 215 members 
Mstep: Class 15 contains 3036 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50187 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474126.000000 Penalty: 19804.750000
Iteration 155Q: 34 clusters Score -2.747413e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7659 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 47237 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 119000 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286169 members 
Mstep: Class 14 contains 215 members 
Mstep: Class 15 contains 3037 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50182 members 
Mstep: Class 19 contains 992 members 
Mstep: Class 20 contains 2648 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474138.000000 Penalty: 19804.750000
Iteration 156Q: 34 clusters Score -2.747414e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7663 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 47268 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 118999 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286130 members 
Mstep: Class 14 contains 215 members 
Mstep: Class 15 contains 3037 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50180 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474134.000000 Penalty: 19804.750000
Iteration 157Q: 34 clusters Score -2.747413e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7665 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 47295 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 118999 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286100 members 
Mstep: Class 14 contains 215 members 
Mstep: Class 15 contains 3037 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50182 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2656 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474112.000000 Penalty: 19804.750000
Iteration 158Q: 34 clusters Score -2.747411e+07 nChanged 78
Entering ConstructFrom: 
Score: -27474112.000000 Penalty: 19804.750000
Entering ConstructFrom: 
Trying to split cluster 1 (2065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Entering Unmasked Estep 
Score: -113287.914062 Penalty: 347.296295
	Iteration 0F: 2 clusters Score -113287.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -111781.101562 Penalty: 694.592590
	Iteration 0F: 3 clusters Score -111781.1 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -112441.273438 Penalty: 694.592590
	Iteration 1F: 3 clusters Score -112441.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -112607.031250 Penalty: 694.592590
	Iteration 2F: 3 clusters Score -112607 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -112720.007812 Penalty: 694.592590
	Iteration 3F: 3 clusters Score -112720 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -112794.414062 Penalty: 694.592590
	Iteration 4Q: 3 clusters Score -112794.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -112840.242188 Penalty: 694.592590
	Iteration 5Q: 3 clusters Score -112840.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -112865.664062 Penalty: 694.592590
	Iteration 6Q: 3 clusters Score -112865.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -112876.929688 Penalty: 694.592590
	Iteration 7Q: 3 clusters Score -112876.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -112884.484375 Penalty: 694.592590
	Iteration 8Q: 3 clusters Score -112884.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -112894.367188 Penalty: 694.592590
	Iteration 9Q: 3 clusters Score -112894.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -112900.671875 Penalty: 694.592590
	Iteration 10Q: 3 clusters Score -112900.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -112907.929688 Penalty: 694.592590
	Iteration 11Q: 3 clusters Score -112907.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -112919.750000 Penalty: 694.592590
	Iteration 12Q: 3 clusters Score -112919.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -112928.257812 Penalty: 694.592590
	Iteration 13Q: 3 clusters Score -112928.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -112936.968750 Penalty: 694.592590
	Iteration 14Q: 3 clusters Score -112937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -112941.976562 Penalty: 694.592590
	Iteration 15Q: 3 clusters Score -112942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -112945.195312 Penalty: 694.592590
	Iteration 16Q: 3 clusters Score -112945.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -112946.921875 Penalty: 694.592590
	Iteration 17Q: 3 clusters Score -112946.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -112949.156250 Penalty: 694.592590
	Iteration 18Q: 3 clusters Score -112949.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -112953.179688 Penalty: 694.592590
	Iteration 19Q: 3 clusters Score -112953.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -112957.734375 Penalty: 694.592590
	Iteration 20F: 3 clusters Score -112957.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -112964.906250 Penalty: 694.592590
	Iteration 21Q: 3 clusters Score -112964.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -112974.132812 Penalty: 694.592590
	Iteration 22Q: 3 clusters Score -112974.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -112984.164062 Penalty: 694.592590
	Iteration 23Q: 3 clusters Score -112984.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -112996.601562 Penalty: 694.592590
	Iteration 24Q: 3 clusters Score -112996.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -113008.523438 Penalty: 694.592590
	Iteration 25Q: 3 clusters Score -113008.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -113025.515625 Penalty: 694.592590
	Iteration 26Q: 3 clusters Score -113025.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -113033.867188 Penalty: 694.592590
	Iteration 27Q: 3 clusters Score -113033.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -113038.453125 Penalty: 694.592590
	Iteration 28Q: 3 clusters Score -113038.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -113042.140625 Penalty: 694.592590
	Iteration 29Q: 3 clusters Score -113042.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -113045.992188 Penalty: 694.592590
	Iteration 30Q: 3 clusters Score -113046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -113047.835938 Penalty: 694.592590
	Iteration 31Q: 3 clusters Score -113047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -113048.554688 Penalty: 694.592590
	Iteration 32Q: 3 clusters Score -113048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -113049.703125 Penalty: 694.592590
	Iteration 33Q: 3 clusters Score -113049.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -113050.281250 Penalty: 694.592590
	Iteration 34Q: 3 clusters Score -113050.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -113050.781250 Penalty: 694.592590
	Iteration 35Q: 3 clusters Score -113050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -113051.093750 Penalty: 694.592590
	Iteration 36Q: 3 clusters Score -113051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -113051.484375 Penalty: 694.592590
	Iteration 37Q: 3 clusters Score -113051.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -113051.593750 Penalty: 694.592590
	Iteration 38Q: 3 clusters Score -113051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -113051.648438 Penalty: 694.592590
	Iteration 39Q: 3 clusters Score -113051.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -113051.648438 Penalty: 694.592590
	Iteration 40F: 3 clusters Score -113051.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Entering Unmasked Estep 
Score: -378166.562500 Penalty: 406.977051
	Iteration 0F: 2 clusters Score -378166.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -373072.437500 Penalty: 813.954102
	Iteration 0F: 3 clusters Score -373072.4 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -374963.531250 Penalty: 813.954102
	Iteration 1F: 3 clusters Score -374963.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -375161.937500 Penalty: 813.954102
	Iteration 2F: 3 clusters Score -375161.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -375373.156250 Penalty: 813.954102
	Iteration 3F: 3 clusters Score -375373.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -375645.312500 Penalty: 813.954102
	Iteration 4F: 3 clusters Score -375645.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -376018.000000 Penalty: 813.954102
	Iteration 5F: 3 clusters Score -376018 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -376505.187500 Penalty: 813.954102
	Iteration 6F: 3 clusters Score -376505.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -376843.562500 Penalty: 813.954102
	Iteration 7F: 3 clusters Score -376843.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -377043.000000 Penalty: 813.954102
	Iteration 8Q: 3 clusters Score -377043 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -377167.781250 Penalty: 813.954102
	Iteration 9Q: 3 clusters Score -377167.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -377257.718750 Penalty: 813.954102
	Iteration 10Q: 3 clusters Score -377257.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -377340.937500 Penalty: 813.954102
	Iteration 11Q: 3 clusters Score -377340.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -377424.312500 Penalty: 813.954102
	Iteration 12Q: 3 clusters Score -377424.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -377500.312500 Penalty: 813.954102
	Iteration 13Q: 3 clusters Score -377500.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -377596.343750 Penalty: 813.954102
	Iteration 14Q: 3 clusters Score -377596.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -377683.093750 Penalty: 813.954102
	Iteration 15Q: 3 clusters Score -377683.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -377770.656250 Penalty: 813.954102
	Iteration 16Q: 3 clusters Score -377770.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -377860.687500 Penalty: 813.954102
	Iteration 17Q: 3 clusters Score -377860.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -377905.968750 Penalty: 813.954102
	Iteration 18Q: 3 clusters Score -377906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -377935.500000 Penalty: 813.954102
	Iteration 19Q: 3 clusters Score -377935.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -377965.156250 Penalty: 813.954102
	Iteration 20F: 3 clusters Score -377965.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -377985.000000 Penalty: 813.954102
	Iteration 21Q: 3 clusters Score -377985 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -377996.718750 Penalty: 813.954102
	Iteration 22Q: 3 clusters Score -377996.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -378005.562500 Penalty: 813.954102
	Iteration 23Q: 3 clusters Score -378005.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -378010.187500 Penalty: 813.954102
	Iteration 24Q: 3 clusters Score -378010.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -378013.125000 Penalty: 813.954102
	Iteration 25Q: 3 clusters Score -378013.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -378013.437500 Penalty: 813.954102
	Iteration 26Q: 3 clusters Score -378013.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -378013.968750 Penalty: 813.954102
	Iteration 27Q: 3 clusters Score -378014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -378013.937500 Penalty: 813.954102
	Iteration 28Q: 3 clusters Score -378013.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -378014.593750 Penalty: 813.954102
	Iteration 29Q: 3 clusters Score -378014.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -378015.625000 Penalty: 813.954102
	Iteration 30Q: 3 clusters Score -378015.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -378016.625000 Penalty: 813.954102
	Iteration 31Q: 3 clusters Score -378016.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -378017.000000 Penalty: 813.954102
	Iteration 32Q: 3 clusters Score -378017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -378017.625000 Penalty: 813.954102
	Iteration 33Q: 3 clusters Score -378017.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -378019.250000 Penalty: 813.954102
	Iteration 34Q: 3 clusters Score -378019.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -378021.437500 Penalty: 813.954102
	Iteration 35Q: 3 clusters Score -378021.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -378022.062500 Penalty: 813.954102
	Iteration 36Q: 3 clusters Score -378022.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -378022.687500 Penalty: 813.954102
	Iteration 37Q: 3 clusters Score -378022.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -378023.562500 Penalty: 813.954102
	Iteration 38Q: 3 clusters Score -378023.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -378024.343750 Penalty: 813.954102
	Iteration 39Q: 3 clusters Score -378024.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -378024.906250 Penalty: 813.954102
	Iteration 40F: 3 clusters Score -378024.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -378027.062500 Penalty: 813.954102
	Iteration 41Q: 3 clusters Score -378027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -378026.906250 Penalty: 813.954102
	Iteration 42Q: 3 clusters Score -378026.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -378026.875000 Penalty: 813.954102
	Iteration 43Q: 3 clusters Score -378026.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -378027.968750 Penalty: 813.954102
	Iteration 44Q: 3 clusters Score -378028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -378028.437500 Penalty: 813.954102
	Iteration 45Q: 3 clusters Score -378028.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -378029.000000 Penalty: 813.954102
	Iteration 46Q: 3 clusters Score -378029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -378029.750000 Penalty: 813.954102
	Iteration 47Q: 3 clusters Score -378029.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -378030.375000 Penalty: 813.954102
	Iteration 48Q: 3 clusters Score -378030.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -378031.000000 Penalty: 813.954102
	Iteration 49Q: 3 clusters Score -378031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -378031.781250 Penalty: 813.954102
	Iteration 50Q: 3 clusters Score -378031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -378031.656250 Penalty: 813.954102
	Iteration 51Q: 3 clusters Score -378031.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -378032.062500 Penalty: 813.954102
	Iteration 52Q: 3 clusters Score -378032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -378032.687500 Penalty: 813.954102
	Iteration 53Q: 3 clusters Score -378032.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -378032.093750 Penalty: 813.954102
	Iteration 54Q: 3 clusters Score -378032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -378031.906250 Penalty: 813.954102
	Iteration 55Q: 3 clusters Score -378031.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -378032.562500 Penalty: 813.954102
	Iteration 56Q: 3 clusters Score -378032.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -378032.343750 Penalty: 813.954102
	Iteration 57Q: 3 clusters Score -378032.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -378033.187500 Penalty: 813.954102
	Iteration 58Q: 3 clusters Score -378033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -378033.312500 Penalty: 813.954102
	Iteration 59Q: 3 clusters Score -378033.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -378033.312500 Penalty: 813.954102
	Iteration 60F: 3 clusters Score -378033.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -26396.023438 Penalty: 292.257721
	Iteration 0F: 2 clusters Score -26396.02 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 310 members 
Entering Unmasked Estep 
Score: -25842.238281 Penalty: 584.515442
	Iteration 0F: 3 clusters Score -25842.24 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26069.863281 Penalty: 584.515442
	Iteration 1F: 3 clusters Score -26069.86 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26301.968750 Penalty: 584.515442
	Iteration 2F: 3 clusters Score -26301.97 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26485.367188 Penalty: 584.515442
	Iteration 3F: 3 clusters Score -26485.37 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26577.283203 Penalty: 584.515442
	Iteration 4F: 3 clusters Score -26577.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26611.552734 Penalty: 584.515442
	Iteration 5Q: 3 clusters Score -26611.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26619.052734 Penalty: 584.515442
	Iteration 6Q: 3 clusters Score -26619.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26628.345703 Penalty: 584.515442
	Iteration 7Q: 3 clusters Score -26628.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26641.523438 Penalty: 584.515442
	Iteration 8Q: 3 clusters Score -26641.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26647.281250 Penalty: 584.515442
	Iteration 9Q: 3 clusters Score -26647.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26652.001953 Penalty: 584.515442
	Iteration 10Q: 3 clusters Score -26652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26657.302734 Penalty: 584.515442
	Iteration 11Q: 3 clusters Score -26657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26660.470703 Penalty: 584.515442
	Iteration 12Q: 3 clusters Score -26660.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26661.781250 Penalty: 584.515442
	Iteration 13Q: 3 clusters Score -26661.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26663.011719 Penalty: 584.515442
	Iteration 14Q: 3 clusters Score -26663.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26664.648438 Penalty: 584.515442
	Iteration 15Q: 3 clusters Score -26664.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26666.451172 Penalty: 584.515442
	Iteration 16Q: 3 clusters Score -26666.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26669.890625 Penalty: 584.515442
	Iteration 17Q: 3 clusters Score -26669.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26673.822266 Penalty: 584.515442
	Iteration 18Q: 3 clusters Score -26673.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -26678.015625 Penalty: 584.515442
	Iteration 19Q: 3 clusters Score -26678.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -26682.433594 Penalty: 584.515442
	Iteration 20F: 3 clusters Score -26682.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26683.814453 Penalty: 584.515442
	Iteration 21Q: 3 clusters Score -26683.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26684.533203 Penalty: 584.515442
	Iteration 22Q: 3 clusters Score -26684.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -26686.419922 Penalty: 584.515442
	Iteration 23Q: 3 clusters Score -26686.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26686.664062 Penalty: 584.515442
	Iteration 24Q: 3 clusters Score -26686.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26686.664062 Penalty: 584.515442
	Iteration 25F: 3 clusters Score -26686.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7666 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 47318 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 118990 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286083 members 
Mstep: Class 14 contains 215 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50183 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2658 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Mstep: Class 34 contains 296 members 
Entering Unmasked Estep 
Score: -27474118.000000 Penalty: 20404.894531
Splitting cluster 3 changes total score from -27474112.000000 to -27474118.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 4 (47318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Entering Unmasked Estep 
Score: -2606472.750000 Penalty: 489.791412
	Iteration 0F: 2 clusters Score -2606473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2574736.250000 Penalty: 979.582825
	Iteration 0F: 3 clusters Score -2574736 nChanged 22798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2589235.500000 Penalty: 979.582825
	Iteration 1F: 3 clusters Score -2589236 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2590953.500000 Penalty: 979.582825
	Iteration 2F: 3 clusters Score -2590954 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2593571.000000 Penalty: 979.582825
	Iteration 3F: 3 clusters Score -2593571 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2597078.750000 Penalty: 979.582825
	Iteration 4F: 3 clusters Score -2597079 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2600493.000000 Penalty: 979.582825
	Iteration 5F: 3 clusters Score -2600493 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2603017.000000 Penalty: 979.582825
	Iteration 6F: 3 clusters Score -2603017 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2604771.750000 Penalty: 979.582825
	Iteration 7Q: 3 clusters Score -2604772 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2605727.000000 Penalty: 979.582825
	Iteration 8Q: 3 clusters Score -2605727 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2606042.250000 Penalty: 979.582825
	Iteration 9Q: 3 clusters Score -2606042 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2606150.000000 Penalty: 979.582825
	Iteration 10Q: 3 clusters Score -2606150 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2606207.250000 Penalty: 979.582825
	Iteration 11Q: 3 clusters Score -2606207 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2606258.000000 Penalty: 979.582825
	Iteration 12Q: 3 clusters Score -2606258 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2606285.750000 Penalty: 979.582825
	Iteration 13Q: 3 clusters Score -2606286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2606305.000000 Penalty: 979.582825
	Iteration 14Q: 3 clusters Score -2606305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2606309.250000 Penalty: 979.582825
	Iteration 15Q: 3 clusters Score -2606309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2606313.000000 Penalty: 979.582825
	Iteration 16Q: 3 clusters Score -2606313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2606320.250000 Penalty: 979.582825
	Iteration 17Q: 3 clusters Score -2606320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2606324.000000 Penalty: 979.582825
	Iteration 18Q: 3 clusters Score -2606324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2606334.000000 Penalty: 979.582825
	Iteration 19Q: 3 clusters Score -2606334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2606334.000000 Penalty: 979.582825
	Iteration 20F: 3 clusters Score -2606334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2606334.750000 Penalty: 979.582825
	Iteration 21Q: 3 clusters Score -2606335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2606333.750000 Penalty: 979.582825
	Iteration 22Q: 3 clusters Score -2606334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2606332.000000 Penalty: 979.582825
	Iteration 23Q: 3 clusters Score -2606332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2606336.750000 Penalty: 979.582825
	Iteration 24Q: 3 clusters Score -2606337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2606335.500000 Penalty: 979.582825
	Iteration 25Q: 3 clusters Score -2606336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2606340.500000 Penalty: 979.582825
	Iteration 26Q: 3 clusters Score -2606340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2606341.750000 Penalty: 979.582825
	Iteration 27Q: 3 clusters Score -2606342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2606342.000000 Penalty: 979.582825
	Iteration 28Q: 3 clusters Score -2606342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2606343.000000 Penalty: 979.582825
	Iteration 29Q: 3 clusters Score -2606343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2606344.250000 Penalty: 979.582825
	Iteration 30Q: 3 clusters Score -2606344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2606341.250000 Penalty: 979.582825
	Iteration 31Q: 3 clusters Score -2606341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2606341.250000 Penalty: 979.582825
	Iteration 32F: 3 clusters Score -2606341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -27205.257812 Penalty: 284.285950
	Iteration 0F: 2 clusters Score -27205.26 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 265 members 
Entering Unmasked Estep 
Score: -26720.257812 Penalty: 568.571899
	Iteration 0F: 3 clusters Score -26720.26 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26859.503906 Penalty: 568.571899
	Iteration 1F: 3 clusters Score -26859.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26882.970703 Penalty: 568.571899
	Iteration 2F: 3 clusters Score -26882.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26894.750000 Penalty: 568.571899
	Iteration 3Q: 3 clusters Score -26894.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -26900.982422 Penalty: 568.571899
	Iteration 4Q: 3 clusters Score -26900.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -26906.054688 Penalty: 568.571899
	Iteration 5Q: 3 clusters Score -26906.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -26907.960938 Penalty: 568.571899
	Iteration 6Q: 3 clusters Score -26907.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26910.294922 Penalty: 568.571899
	Iteration 7Q: 3 clusters Score -26910.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26912.128906 Penalty: 568.571899
	Iteration 8Q: 3 clusters Score -26912.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26912.128906 Penalty: 568.571899
	Iteration 9F: 3 clusters Score -26912.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (118990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118990 members 
Entering Unmasked Estep 
Score: -6429193.500000 Penalty: 531.749146
	Iteration 0F: 2 clusters Score -6429194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59923 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -6348529.000000 Penalty: 1063.498291
	Iteration 0F: 3 clusters Score -6348529 nChanged 58303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71676 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -6389779.500000 Penalty: 1063.498291
	Iteration 1F: 3 clusters Score -6389780 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -6396124.000000 Penalty: 1063.498291
	Iteration 2F: 3 clusters Score -6396124 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -6403865.000000 Penalty: 1063.498291
	Iteration 3F: 3 clusters Score -6403865 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90058 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -6410513.500000 Penalty: 1063.498291
	Iteration 4F: 3 clusters Score -6410514 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -6415062.000000 Penalty: 1063.498291
	Iteration 5F: 3 clusters Score -6415062 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97738 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -6417825.500000 Penalty: 1063.498291
	Iteration 6Q: 3 clusters Score -6417826 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100366 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -6419828.000000 Penalty: 1063.498291
	Iteration 7Q: 3 clusters Score -6419828 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102725 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -6421213.500000 Penalty: 1063.498291
	Iteration 8Q: 3 clusters Score -6421214 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104848 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -6422547.500000 Penalty: 1063.498291
	Iteration 9Q: 3 clusters Score -6422548 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106791 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -6423661.000000 Penalty: 1063.498291
	Iteration 10Q: 3 clusters Score -6423661 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -6424736.500000 Penalty: 1063.498291
	Iteration 11Q: 3 clusters Score -6424736 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110048 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -6425651.500000 Penalty: 1063.498291
	Iteration 12Q: 3 clusters Score -6425652 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111356 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -6426515.000000 Penalty: 1063.498291
	Iteration 13Q: 3 clusters Score -6426515 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112421 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -6427141.000000 Penalty: 1063.498291
	Iteration 14Q: 3 clusters Score -6427141 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113310 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -6427633.000000 Penalty: 1063.498291
	Iteration 15Q: 3 clusters Score -6427633 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113980 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -6427952.500000 Penalty: 1063.498291
	Iteration 16Q: 3 clusters Score -6427952 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114545 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -6428180.000000 Penalty: 1063.498291
	Iteration 17Q: 3 clusters Score -6428180 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114994 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -6428322.500000 Penalty: 1063.498291
	Iteration 18Q: 3 clusters Score -6428322 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115336 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -6428442.000000 Penalty: 1063.498291
	Iteration 19Q: 3 clusters Score -6428442 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115625 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -6428513.500000 Penalty: 1063.498291
	Iteration 20F: 3 clusters Score -6428514 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115861 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -6428598.000000 Penalty: 1063.498291
	Iteration 21Q: 3 clusters Score -6428598 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116086 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -6428654.000000 Penalty: 1063.498291
	Iteration 22Q: 3 clusters Score -6428654 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116258 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -6428660.000000 Penalty: 1063.498291
	Iteration 23Q: 3 clusters Score -6428660 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116392 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6428672.500000 Penalty: 1063.498291
	Iteration 24Q: 3 clusters Score -6428672 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116508 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6428704.500000 Penalty: 1063.498291
	Iteration 25Q: 3 clusters Score -6428704 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116610 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6428730.000000 Penalty: 1063.498291
	Iteration 26Q: 3 clusters Score -6428730 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116708 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6428740.500000 Penalty: 1063.498291
	Iteration 27Q: 3 clusters Score -6428740 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116799 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6428761.500000 Penalty: 1063.498291
	Iteration 28Q: 3 clusters Score -6428762 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116877 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6428768.500000 Penalty: 1063.498291
	Iteration 29Q: 3 clusters Score -6428768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116951 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6428776.500000 Penalty: 1063.498291
	Iteration 30Q: 3 clusters Score -6428776 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117016 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6428796.500000 Penalty: 1063.498291
	Iteration 31Q: 3 clusters Score -6428796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117066 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6428800.500000 Penalty: 1063.498291
	Iteration 32Q: 3 clusters Score -6428800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117116 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6428800.500000 Penalty: 1063.498291
	Iteration 33Q: 3 clusters Score -6428800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117158 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6428810.000000 Penalty: 1063.498291
	Iteration 34Q: 3 clusters Score -6428810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117196 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6428829.000000 Penalty: 1063.498291
	Iteration 35Q: 3 clusters Score -6428829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117227 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6428837.000000 Penalty: 1063.498291
	Iteration 36Q: 3 clusters Score -6428837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117260 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6428834.500000 Penalty: 1063.498291
	Iteration 37Q: 3 clusters Score -6428834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117285 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6428829.000000 Penalty: 1063.498291
	Iteration 38Q: 3 clusters Score -6428829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117308 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6428835.000000 Penalty: 1063.498291
	Iteration 39Q: 3 clusters Score -6428835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117332 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6428834.500000 Penalty: 1063.498291
	Iteration 40F: 3 clusters Score -6428834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117345 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6428837.500000 Penalty: 1063.498291
	Iteration 41Q: 3 clusters Score -6428838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117367 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6428848.500000 Penalty: 1063.498291
	Iteration 42Q: 3 clusters Score -6428848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117384 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6428854.500000 Penalty: 1063.498291
	Iteration 43Q: 3 clusters Score -6428854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117398 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6428853.000000 Penalty: 1063.498291
	Iteration 44Q: 3 clusters Score -6428853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117410 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6428851.500000 Penalty: 1063.498291
	Iteration 45Q: 3 clusters Score -6428852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117420 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6428856.500000 Penalty: 1063.498291
	Iteration 46Q: 3 clusters Score -6428856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117426 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6428854.000000 Penalty: 1063.498291
	Iteration 47Q: 3 clusters Score -6428854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117427 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6428850.000000 Penalty: 1063.498291
	Iteration 48Q: 3 clusters Score -6428850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117428 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6428854.500000 Penalty: 1063.498291
	Iteration 49Q: 3 clusters Score -6428854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117431 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6428851.500000 Penalty: 1063.498291
	Iteration 50Q: 3 clusters Score -6428852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117430 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6428854.000000 Penalty: 1063.498291
	Iteration 51Q: 3 clusters Score -6428854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117431 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6428851.500000 Penalty: 1063.498291
	Iteration 52Q: 3 clusters Score -6428852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117431 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6428851.500000 Penalty: 1063.498291
	Iteration 53F: 3 clusters Score -6428852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -30169.291016 Penalty: 291.588074
	Iteration 0F: 2 clusters Score -30169.29 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 311 members 
Entering Unmasked Estep 
Score: -29590.240234 Penalty: 583.176147
	Iteration 0F: 3 clusters Score -29590.24 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -29771.087891 Penalty: 583.176147
	Iteration 1F: 3 clusters Score -29771.09 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29877.396484 Penalty: 583.176147
	Iteration 2F: 3 clusters Score -29877.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29933.347656 Penalty: 583.176147
	Iteration 3F: 3 clusters Score -29933.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29964.509766 Penalty: 583.176147
	Iteration 4F: 3 clusters Score -29964.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29987.923828 Penalty: 583.176147
	Iteration 5Q: 3 clusters Score -29987.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30006.683594 Penalty: 583.176147
	Iteration 6Q: 3 clusters Score -30006.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30011.593750 Penalty: 583.176147
	Iteration 7Q: 3 clusters Score -30011.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30014.867188 Penalty: 583.176147
	Iteration 8Q: 3 clusters Score -30014.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30017.355469 Penalty: 583.176147
	Iteration 9Q: 3 clusters Score -30017.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30019.179688 Penalty: 583.176147
	Iteration 10Q: 3 clusters Score -30019.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30020.429688 Penalty: 583.176147
	Iteration 11Q: 3 clusters Score -30020.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30022.279297 Penalty: 583.176147
	Iteration 12Q: 3 clusters Score -30022.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30022.470703 Penalty: 583.176147
	Iteration 13Q: 3 clusters Score -30022.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30022.470703 Penalty: 583.176147
	Iteration 14F: 3 clusters Score -30022.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -40771.058594 Penalty: 309.051666
	Iteration 0F: 2 clusters Score -40771.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -40044.929688 Penalty: 618.103333
	Iteration 0F: 3 clusters Score -40044.93 nChanged 326
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: -40251.988281 Penalty: 618.103333
	Iteration 1F: 3 clusters Score -40251.99 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -40325.816406 Penalty: 618.103333
	Iteration 2F: 3 clusters Score -40325.82 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -40380.378906 Penalty: 618.103333
	Iteration 3F: 3 clusters Score -40380.38 nChanged 46
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: -40408.906250 Penalty: 618.103333
	Iteration 4F: 3 clusters Score -40408.91 nChanged 20
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: -40421.492188 Penalty: 618.103333
	Iteration 5Q: 3 clusters Score -40421.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -40428.464844 Penalty: 618.103333
	Iteration 6Q: 3 clusters Score -40428.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -40434.804688 Penalty: 618.103333
	Iteration 7Q: 3 clusters Score -40434.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -40444.773438 Penalty: 618.103333
	Iteration 8Q: 3 clusters Score -40444.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -40454.257812 Penalty: 618.103333
	Iteration 9Q: 3 clusters Score -40454.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -40459.882812 Penalty: 618.103333
	Iteration 10Q: 3 clusters Score -40459.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -40462.613281 Penalty: 618.103333
	Iteration 11Q: 3 clusters Score -40462.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -40463.996094 Penalty: 618.103333
	Iteration 12Q: 3 clusters Score -40464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -40465.878906 Penalty: 618.103333
	Iteration 13Q: 3 clusters Score -40465.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -40470.652344 Penalty: 618.103333
	Iteration 14Q: 3 clusters Score -40470.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -40476.578125 Penalty: 618.103333
	Iteration 15Q: 3 clusters Score -40476.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -40481.464844 Penalty: 618.103333
	Iteration 16Q: 3 clusters Score -40481.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -40484.050781 Penalty: 618.103333
	Iteration 17Q: 3 clusters Score -40484.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -40487.039062 Penalty: 618.103333
	Iteration 18Q: 3 clusters Score -40487.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -40490.480469 Penalty: 618.103333
	Iteration 19Q: 3 clusters Score -40490.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -40497.578125 Penalty: 618.103333
	Iteration 20F: 3 clusters Score -40497.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -40508.398438 Penalty: 618.103333
	Iteration 21Q: 3 clusters Score -40508.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -40516.250000 Penalty: 618.103333
	Iteration 22Q: 3 clusters Score -40516.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -40522.644531 Penalty: 618.103333
	Iteration 23Q: 3 clusters Score -40522.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -40524.042969 Penalty: 618.103333
	Iteration 24Q: 3 clusters Score -40524.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -40524.781250 Penalty: 618.103333
	Iteration 25Q: 3 clusters Score -40524.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -40525.218750 Penalty: 618.103333
	Iteration 26Q: 3 clusters Score -40525.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -40525.339844 Penalty: 618.103333
	Iteration 27Q: 3 clusters Score -40525.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -40525.339844 Penalty: 618.103333
	Iteration 28F: 3 clusters Score -40525.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -21019.783203 Penalty: 276.218567
	Iteration 0F: 2 clusters Score -21019.78 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 225 members 
Entering Unmasked Estep 
Score: -20571.039062 Penalty: 552.437134
	Iteration 0F: 3 clusters Score -20571.04 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20690.703125 Penalty: 552.437134
	Iteration 1F: 3 clusters Score -20690.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20716.154297 Penalty: 552.437134
	Iteration 2F: 3 clusters Score -20716.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20735.013672 Penalty: 552.437134
	Iteration 3Q: 3 clusters Score -20735.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20741.074219 Penalty: 552.437134
	Iteration 4Q: 3 clusters Score -20741.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20744.658203 Penalty: 552.437134
	Iteration 5Q: 3 clusters Score -20744.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20744.753906 Penalty: 552.437134
	Iteration 6Q: 3 clusters Score -20744.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20745.105469 Penalty: 552.437134
	Iteration 7Q: 3 clusters Score -20745.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20745.105469 Penalty: 552.437134
	Iteration 8F: 3 clusters Score -20745.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -7454.006348 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -7454.006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7234.577148 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -7234.577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7281.957031 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -7281.957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7289.421875 Penalty: 470.514038
	Iteration 2Q: 3 clusters Score -7289.422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7294.029297 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -7294.029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7294.029297 Penalty: 470.514038
	Iteration 4F: 3 clusters Score -7294.029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -39562.925781 Penalty: 306.261322
	Iteration 0F: 2 clusters Score -39562.93 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 424 members 
Entering Unmasked Estep 
Score: -38882.371094 Penalty: 612.522644
	Iteration 0F: 3 clusters Score -38882.37 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -39130.601562 Penalty: 612.522644
	Iteration 1F: 3 clusters Score -39130.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -39166.152344 Penalty: 612.522644
	Iteration 2F: 3 clusters Score -39166.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -39188.257812 Penalty: 612.522644
	Iteration 3Q: 3 clusters Score -39188.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -39201.363281 Penalty: 612.522644
	Iteration 4Q: 3 clusters Score -39201.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -39223.289062 Penalty: 612.522644
	Iteration 5Q: 3 clusters Score -39223.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -39252.007812 Penalty: 612.522644
	Iteration 6Q: 3 clusters Score -39252.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -39283.675781 Penalty: 612.522644
	Iteration 7Q: 3 clusters Score -39283.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -39318.750000 Penalty: 612.522644
	Iteration 8Q: 3 clusters Score -39318.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -39344.257812 Penalty: 612.522644
	Iteration 9Q: 3 clusters Score -39344.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39361.781250 Penalty: 612.522644
	Iteration 10Q: 3 clusters Score -39361.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39370.371094 Penalty: 612.522644
	Iteration 11Q: 3 clusters Score -39370.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39373.683594 Penalty: 612.522644
	Iteration 12Q: 3 clusters Score -39373.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39377.425781 Penalty: 612.522644
	Iteration 13Q: 3 clusters Score -39377.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39379.980469 Penalty: 612.522644
	Iteration 14Q: 3 clusters Score -39379.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39384.351562 Penalty: 612.522644
	Iteration 15Q: 3 clusters Score -39384.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39388.371094 Penalty: 612.522644
	Iteration 16Q: 3 clusters Score -39388.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39395.605469 Penalty: 612.522644
	Iteration 17Q: 3 clusters Score -39395.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39404.898438 Penalty: 612.522644
	Iteration 18Q: 3 clusters Score -39404.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39413.210938 Penalty: 612.522644
	Iteration 19Q: 3 clusters Score -39413.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39417.453125 Penalty: 612.522644
	Iteration 20F: 3 clusters Score -39417.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39419.535156 Penalty: 612.522644
	Iteration 21Q: 3 clusters Score -39419.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39419.707031 Penalty: 612.522644
	Iteration 22Q: 3 clusters Score -39419.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39419.707031 Penalty: 612.522644
	Iteration 23F: 3 clusters Score -39419.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -14430.954102 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -14430.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14065.915039 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -14065.92 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14176.844727 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -14176.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14213.268555 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -14213.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14231.204102 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -14231.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14235.686523 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -14235.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14241.255859 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -14241.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14244.306641 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -14244.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14244.615234 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -14244.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14247.482422 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -14247.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14253.812500 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -14253.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14261.140625 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -14261.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14262.961914 Penalty: 527.164246
	Iteration 11Q: 3 clusters Score -14262.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14262.961914 Penalty: 527.164246
	Iteration 12F: 3 clusters Score -14262.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (286083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286083 members 
Entering Unmasked Estep 
Score: -15176796.000000 Penalty: 571.663696
	Iteration 0F: 2 clusters Score -1.51768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143216 members 
Mstep: Class 2 contains 142867 members 
Entering Unmasked Estep 
Score: -14988920.000000 Penalty: 1143.327393
	Iteration 0F: 3 clusters Score -1.498892e+07 nChanged 141196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145466 members 
Mstep: Class 2 contains 140617 members 
Entering Unmasked Estep 
Score: -15078298.000000 Penalty: 1143.327393
	Iteration 1F: 3 clusters Score -1.50783e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147719 members 
Mstep: Class 2 contains 138364 members 
Entering Unmasked Estep 
Score: -15084781.000000 Penalty: 1143.327393
	Iteration 2Q: 3 clusters Score -1.508478e+07 nChanged 15722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150955 members 
Mstep: Class 2 contains 135128 members 
Entering Unmasked Estep 
Score: -15096092.000000 Penalty: 1143.327393
	Iteration 3F: 3 clusters Score -1.509609e+07 nChanged 19057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154250 members 
Mstep: Class 2 contains 131833 members 
Entering Unmasked Estep 
Score: -15111836.000000 Penalty: 1143.327393
	Iteration 4F: 3 clusters Score -1.511184e+07 nChanged 19132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 129223 members 
Entering Unmasked Estep 
Score: -15125061.000000 Penalty: 1143.327393
	Iteration 5F: 3 clusters Score -1.512506e+07 nChanged 13746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158710 members 
Mstep: Class 2 contains 127373 members 
Entering Unmasked Estep 
Score: -15129861.000000 Penalty: 1143.327393
	Iteration 6Q: 3 clusters Score -1.512986e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160410 members 
Mstep: Class 2 contains 125673 members 
Entering Unmasked Estep 
Score: -15130914.000000 Penalty: 1143.327393
	Iteration 7Q: 3 clusters Score -1.513091e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162289 members 
Mstep: Class 2 contains 123794 members 
Entering Unmasked Estep 
Score: -15131477.000000 Penalty: 1143.327393
	Iteration 8Q: 3 clusters Score -1.513148e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164493 members 
Mstep: Class 2 contains 121590 members 
Entering Unmasked Estep 
Score: -15132040.000000 Penalty: 1143.327393
	Iteration 9Q: 3 clusters Score -1.513204e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167051 members 
Mstep: Class 2 contains 119032 members 
Entering Unmasked Estep 
Score: -15132667.000000 Penalty: 1143.327393
	Iteration 10Q: 3 clusters Score -1.513267e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169920 members 
Mstep: Class 2 contains 116163 members 
Entering Unmasked Estep 
Score: -15133198.000000 Penalty: 1143.327393
	Iteration 11Q: 3 clusters Score -1.51332e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173068 members 
Mstep: Class 2 contains 113015 members 
Entering Unmasked Estep 
Score: -15133961.000000 Penalty: 1143.327393
	Iteration 12Q: 3 clusters Score -1.513396e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176561 members 
Mstep: Class 2 contains 109522 members 
Entering Unmasked Estep 
Score: -15134807.000000 Penalty: 1143.327393
	Iteration 13Q: 3 clusters Score -1.513481e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180278 members 
Mstep: Class 2 contains 105805 members 
Entering Unmasked Estep 
Score: -15135780.000000 Penalty: 1143.327393
	Iteration 14Q: 3 clusters Score -1.513578e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184306 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -15136753.000000 Penalty: 1143.327393
	Iteration 15Q: 3 clusters Score -1.513675e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188591 members 
Mstep: Class 2 contains 97492 members 
Entering Unmasked Estep 
Score: -15137796.000000 Penalty: 1143.327393
	Iteration 16Q: 3 clusters Score -1.51378e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193185 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -15139019.000000 Penalty: 1143.327393
	Iteration 17Q: 3 clusters Score -1.513902e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198026 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -15140065.000000 Penalty: 1143.327393
	Iteration 18Q: 3 clusters Score -1.514006e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203188 members 
Mstep: Class 2 contains 82895 members 
Entering Unmasked Estep 
Score: -15141340.000000 Penalty: 1143.327393
	Iteration 19Q: 3 clusters Score -1.514134e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208639 members 
Mstep: Class 2 contains 77444 members 
Entering Unmasked Estep 
Score: -15143026.000000 Penalty: 1143.327393
	Iteration 20F: 3 clusters Score -1.514303e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214409 members 
Mstep: Class 2 contains 71674 members 
Entering Unmasked Estep 
Score: -15144790.000000 Penalty: 1143.327393
	Iteration 21Q: 3 clusters Score -1.514479e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220406 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -15146671.000000 Penalty: 1143.327393
	Iteration 22Q: 3 clusters Score -1.514667e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226677 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -15148687.000000 Penalty: 1143.327393
	Iteration 23Q: 3 clusters Score -1.514869e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233142 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -15150938.000000 Penalty: 1143.327393
	Iteration 24Q: 3 clusters Score -1.515094e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239646 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -15153457.000000 Penalty: 1143.327393
	Iteration 25Q: 3 clusters Score -1.515346e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246104 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -15156291.000000 Penalty: 1143.327393
	Iteration 26Q: 3 clusters Score -1.515629e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252414 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -15159208.000000 Penalty: 1143.327393
	Iteration 27Q: 3 clusters Score -1.515921e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258314 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -15162195.000000 Penalty: 1143.327393
	Iteration 28Q: 3 clusters Score -1.51622e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263691 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -15165088.000000 Penalty: 1143.327393
	Iteration 29Q: 3 clusters Score -1.516509e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268486 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -15169115.000000 Penalty: 1143.327393
	Iteration 30Q: 3 clusters Score -1.516912e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272397 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -15172151.000000 Penalty: 1143.327393
	Iteration 31Q: 3 clusters Score -1.517215e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275546 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -15174391.000000 Penalty: 1143.327393
	Iteration 32Q: 3 clusters Score -1.517439e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277918 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -15175845.000000 Penalty: 1143.327393
	Iteration 33Q: 3 clusters Score -1.517584e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279644 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -15176729.000000 Penalty: 1143.327393
	Iteration 34Q: 3 clusters Score -1.517673e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280833 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -15177154.000000 Penalty: 1143.327393
	Iteration 35Q: 3 clusters Score -1.517715e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281691 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -15177370.000000 Penalty: 1143.327393
	Iteration 36Q: 3 clusters Score -1.517737e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282313 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -15177434.000000 Penalty: 1143.327393
	Iteration 37Q: 3 clusters Score -1.517743e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282765 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -15177448.000000 Penalty: 1143.327393
	Iteration 38Q: 3 clusters Score -1.517745e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283117 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -15177509.000000 Penalty: 1143.327393
	Iteration 39Q: 3 clusters Score -1.517751e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283359 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -15177544.000000 Penalty: 1143.327393
	Iteration 40F: 3 clusters Score -1.517754e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283560 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -15177529.000000 Penalty: 1143.327393
	Iteration 41Q: 3 clusters Score -1.517753e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283724 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -15177489.000000 Penalty: 1143.327393
	Iteration 42Q: 3 clusters Score -1.517749e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283863 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -15177477.000000 Penalty: 1143.327393
	Iteration 43Q: 3 clusters Score -1.517748e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283973 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -15177456.000000 Penalty: 1143.327393
	Iteration 44Q: 3 clusters Score -1.517746e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284070 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -15177469.000000 Penalty: 1143.327393
	Iteration 45Q: 3 clusters Score -1.517747e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284146 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -15177437.000000 Penalty: 1143.327393
	Iteration 46Q: 3 clusters Score -1.517744e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284195 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -15177412.000000 Penalty: 1143.327393
	Iteration 47Q: 3 clusters Score -1.517741e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284233 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -15177409.000000 Penalty: 1143.327393
	Iteration 48Q: 3 clusters Score -1.517741e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284264 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -15177397.000000 Penalty: 1143.327393
	Iteration 49Q: 3 clusters Score -1.51774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284291 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -15177400.000000 Penalty: 1143.327393
	Iteration 50Q: 3 clusters Score -1.51774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284313 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -15177373.000000 Penalty: 1143.327393
	Iteration 51Q: 3 clusters Score -1.517737e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284330 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -15177383.000000 Penalty: 1143.327393
	Iteration 52Q: 3 clusters Score -1.517738e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284346 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -15177382.000000 Penalty: 1143.327393
	Iteration 53Q: 3 clusters Score -1.517738e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284373 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -15177360.000000 Penalty: 1143.327393
	Iteration 54Q: 3 clusters Score -1.517736e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284394 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -15177356.000000 Penalty: 1143.327393
	Iteration 55Q: 3 clusters Score -1.517736e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284403 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -15177356.000000 Penalty: 1143.327393
	Iteration 56Q: 3 clusters Score -1.517736e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284410 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -15177357.000000 Penalty: 1143.327393
	Iteration 57Q: 3 clusters Score -1.517736e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284429 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -15177341.000000 Penalty: 1143.327393
	Iteration 58Q: 3 clusters Score -1.517734e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284436 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -15177340.000000 Penalty: 1143.327393
	Iteration 59Q: 3 clusters Score -1.517734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284443 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -15177340.000000 Penalty: 1143.327393
	Iteration 60F: 3 clusters Score -1.517734e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284451 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -15177334.000000 Penalty: 1143.327393
	Iteration 61Q: 3 clusters Score -1.517733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284465 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -15177335.000000 Penalty: 1143.327393
	Iteration 62Q: 3 clusters Score -1.517734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284476 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -15177347.000000 Penalty: 1143.327393
	Iteration 63Q: 3 clusters Score -1.517735e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284489 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -15177341.000000 Penalty: 1143.327393
	Iteration 64Q: 3 clusters Score -1.517734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284495 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -15177341.000000 Penalty: 1143.327393
	Iteration 65Q: 3 clusters Score -1.517734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284500 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -15177339.000000 Penalty: 1143.327393
	Iteration 66Q: 3 clusters Score -1.517734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284506 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -15177333.000000 Penalty: 1143.327393
	Iteration 67Q: 3 clusters Score -1.517733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284505 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -15177335.000000 Penalty: 1143.327393
	Iteration 68Q: 3 clusters Score -1.517734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284512 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -15177323.000000 Penalty: 1143.327393
	Iteration 69Q: 3 clusters Score -1.517732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284521 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15177323.000000 Penalty: 1143.327393
	Iteration 70Q: 3 clusters Score -1.517732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284527 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -15177332.000000 Penalty: 1143.327393
	Iteration 71Q: 3 clusters Score -1.517733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284538 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -15177317.000000 Penalty: 1143.327393
	Iteration 72Q: 3 clusters Score -1.517732e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284554 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -15177321.000000 Penalty: 1143.327393
	Iteration 73Q: 3 clusters Score -1.517732e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284574 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -15177300.000000 Penalty: 1143.327393
	Iteration 74Q: 3 clusters Score -1.51773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284591 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -15177289.000000 Penalty: 1143.327393
	Iteration 75Q: 3 clusters Score -1.517729e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284600 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -15177278.000000 Penalty: 1143.327393
	Iteration 76Q: 3 clusters Score -1.517728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284607 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -15177273.000000 Penalty: 1143.327393
	Iteration 77Q: 3 clusters Score -1.517727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284609 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -15177273.000000 Penalty: 1143.327393
	Iteration 78Q: 3 clusters Score -1.517727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284612 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -15177272.000000 Penalty: 1143.327393
	Iteration 79Q: 3 clusters Score -1.517727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284612 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -15177270.000000 Penalty: 1143.327393
	Iteration 80F: 3 clusters Score -1.517727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284613 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -15177276.000000 Penalty: 1143.327393
	Iteration 81Q: 3 clusters Score -1.517728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284613 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -15177276.000000 Penalty: 1143.327393
	Iteration 82F: 3 clusters Score -1.517728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7666 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 47318 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 118990 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284613 members 
Mstep: Class 14 contains 215 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50183 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2658 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 1470 members 
Entering Unmasked Estep 
Score: -27474598.000000 Penalty: 21005.037109
Splitting cluster 13 changes total score from -27474112.000000 to -27474598.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 14 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -9982.693359 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -9982.693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9674.702148 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -9674.702 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9729.065430 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -9729.065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9741.428711 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -9741.429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9749.892578 Penalty: 488.728058
	Iteration 3Q: 3 clusters Score -9749.893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9751.942383 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -9751.942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9751.942383 Penalty: 488.728058
	Iteration 5F: 3 clusters Score -9751.942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -159947.796875 Penalty: 364.862427
	Iteration 0F: 2 clusters Score -159947.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -157843.328125 Penalty: 729.724854
	Iteration 0F: 3 clusters Score -157843.3 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -158542.968750 Penalty: 729.724854
	Iteration 1F: 3 clusters Score -158543 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -158636.218750 Penalty: 729.724854
	Iteration 2F: 3 clusters Score -158636.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -158732.546875 Penalty: 729.724854
	Iteration 3F: 3 clusters Score -158732.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -158831.125000 Penalty: 729.724854
	Iteration 4F: 3 clusters Score -158831.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -158917.921875 Penalty: 729.724854
	Iteration 5F: 3 clusters Score -158917.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -159002.578125 Penalty: 729.724854
	Iteration 6Q: 3 clusters Score -159002.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -159081.203125 Penalty: 729.724854
	Iteration 7Q: 3 clusters Score -159081.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -159156.718750 Penalty: 729.724854
	Iteration 8Q: 3 clusters Score -159156.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -159220.015625 Penalty: 729.724854
	Iteration 9Q: 3 clusters Score -159220 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -159290.812500 Penalty: 729.724854
	Iteration 10Q: 3 clusters Score -159290.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -159383.296875 Penalty: 729.724854
	Iteration 11Q: 3 clusters Score -159383.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -159457.265625 Penalty: 729.724854
	Iteration 12Q: 3 clusters Score -159457.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -159485.531250 Penalty: 729.724854
	Iteration 13Q: 3 clusters Score -159485.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -159500.250000 Penalty: 729.724854
	Iteration 14Q: 3 clusters Score -159500.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -159518.453125 Penalty: 729.724854
	Iteration 15Q: 3 clusters Score -159518.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -159532.515625 Penalty: 729.724854
	Iteration 16Q: 3 clusters Score -159532.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -159544.078125 Penalty: 729.724854
	Iteration 17Q: 3 clusters Score -159544.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -159560.437500 Penalty: 729.724854
	Iteration 18Q: 3 clusters Score -159560.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -159571.140625 Penalty: 729.724854
	Iteration 19Q: 3 clusters Score -159571.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -159576.109375 Penalty: 729.724854
	Iteration 20F: 3 clusters Score -159576.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -159582.828125 Penalty: 729.724854
	Iteration 21Q: 3 clusters Score -159582.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -159588.640625 Penalty: 729.724854
	Iteration 22Q: 3 clusters Score -159588.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -159593.984375 Penalty: 729.724854
	Iteration 23Q: 3 clusters Score -159594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -159597.437500 Penalty: 729.724854
	Iteration 24Q: 3 clusters Score -159597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -159598.515625 Penalty: 729.724854
	Iteration 25Q: 3 clusters Score -159598.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -159599.593750 Penalty: 729.724854
	Iteration 26Q: 3 clusters Score -159599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -159600.375000 Penalty: 729.724854
	Iteration 27Q: 3 clusters Score -159600.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -159601.968750 Penalty: 729.724854
	Iteration 28Q: 3 clusters Score -159602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -159605.718750 Penalty: 729.724854
	Iteration 29Q: 3 clusters Score -159605.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -159608.718750 Penalty: 729.724854
	Iteration 30Q: 3 clusters Score -159608.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -159610.296875 Penalty: 729.724854
	Iteration 31Q: 3 clusters Score -159610.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -159613.343750 Penalty: 729.724854
	Iteration 32Q: 3 clusters Score -159613.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -159615.859375 Penalty: 729.724854
	Iteration 33Q: 3 clusters Score -159615.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -159617.578125 Penalty: 729.724854
	Iteration 34Q: 3 clusters Score -159617.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -159622.765625 Penalty: 729.724854
	Iteration 35Q: 3 clusters Score -159622.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -159629.750000 Penalty: 729.724854
	Iteration 36Q: 3 clusters Score -159629.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -159634.984375 Penalty: 729.724854
	Iteration 37Q: 3 clusters Score -159635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -159638.968750 Penalty: 729.724854
	Iteration 38Q: 3 clusters Score -159639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -159642.140625 Penalty: 729.724854
	Iteration 39Q: 3 clusters Score -159642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -159644.953125 Penalty: 729.724854
	Iteration 40F: 3 clusters Score -159645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -159646.265625 Penalty: 729.724854
	Iteration 41Q: 3 clusters Score -159646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -159646.640625 Penalty: 729.724854
	Iteration 42Q: 3 clusters Score -159646.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -159646.640625 Penalty: 729.724854
	Iteration 43F: 3 clusters Score -159646.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -73116.125000 Penalty: 330.672424
	Iteration 0F: 2 clusters Score -73116.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -72022.718750 Penalty: 661.344849
	Iteration 0F: 3 clusters Score -72022.72 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -72350.203125 Penalty: 661.344849
	Iteration 1F: 3 clusters Score -72350.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -72392.359375 Penalty: 661.344849
	Iteration 2F: 3 clusters Score -72392.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -72423.976562 Penalty: 661.344849
	Iteration 3Q: 3 clusters Score -72423.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -72455.546875 Penalty: 661.344849
	Iteration 4Q: 3 clusters Score -72455.55 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -72485.656250 Penalty: 661.344849
	Iteration 5Q: 3 clusters Score -72485.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -72512.601562 Penalty: 661.344849
	Iteration 6Q: 3 clusters Score -72512.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -72535.687500 Penalty: 661.344849
	Iteration 7Q: 3 clusters Score -72535.69 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -72559.132812 Penalty: 661.344849
	Iteration 8Q: 3 clusters Score -72559.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -72576.171875 Penalty: 661.344849
	Iteration 9Q: 3 clusters Score -72576.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -72592.054688 Penalty: 661.344849
	Iteration 10Q: 3 clusters Score -72592.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -72616.984375 Penalty: 661.344849
	Iteration 11Q: 3 clusters Score -72616.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -72648.718750 Penalty: 661.344849
	Iteration 12Q: 3 clusters Score -72648.72 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -72684.195312 Penalty: 661.344849
	Iteration 13Q: 3 clusters Score -72684.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -72709.343750 Penalty: 661.344849
	Iteration 14Q: 3 clusters Score -72709.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -72729.046875 Penalty: 661.344849
	Iteration 15Q: 3 clusters Score -72729.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -72748.195312 Penalty: 661.344849
	Iteration 16Q: 3 clusters Score -72748.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -72764.609375 Penalty: 661.344849
	Iteration 17Q: 3 clusters Score -72764.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -72780.851562 Penalty: 661.344849
	Iteration 18Q: 3 clusters Score -72780.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -72801.195312 Penalty: 661.344849
	Iteration 19Q: 3 clusters Score -72801.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -72811.164062 Penalty: 661.344849
	Iteration 20F: 3 clusters Score -72811.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -72816.320312 Penalty: 661.344849
	Iteration 21Q: 3 clusters Score -72816.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -72823.250000 Penalty: 661.344849
	Iteration 22Q: 3 clusters Score -72823.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -72827.914062 Penalty: 661.344849
	Iteration 23Q: 3 clusters Score -72827.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -72834.132812 Penalty: 661.344849
	Iteration 24Q: 3 clusters Score -72834.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -72848.429688 Penalty: 661.344849
	Iteration 25Q: 3 clusters Score -72848.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -72860.585938 Penalty: 661.344849
	Iteration 26Q: 3 clusters Score -72860.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -72873.359375 Penalty: 661.344849
	Iteration 27Q: 3 clusters Score -72873.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -72883.375000 Penalty: 661.344849
	Iteration 28Q: 3 clusters Score -72883.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -72901.500000 Penalty: 661.344849
	Iteration 29Q: 3 clusters Score -72901.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -72913.890625 Penalty: 661.344849
	Iteration 30Q: 3 clusters Score -72913.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -72919.171875 Penalty: 661.344849
	Iteration 31Q: 3 clusters Score -72919.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -72924.562500 Penalty: 661.344849
	Iteration 32Q: 3 clusters Score -72924.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -72929.070312 Penalty: 661.344849
	Iteration 33Q: 3 clusters Score -72929.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -72932.007812 Penalty: 661.344849
	Iteration 34Q: 3 clusters Score -72932.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -72935.484375 Penalty: 661.344849
	Iteration 35Q: 3 clusters Score -72935.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -72939.710938 Penalty: 661.344849
	Iteration 36Q: 3 clusters Score -72939.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -72944.468750 Penalty: 661.344849
	Iteration 37Q: 3 clusters Score -72944.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -72946.078125 Penalty: 661.344849
	Iteration 38Q: 3 clusters Score -72946.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -72947.757812 Penalty: 661.344849
	Iteration 39Q: 3 clusters Score -72947.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -72948.773438 Penalty: 661.344849
	Iteration 40F: 3 clusters Score -72948.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -72949.171875 Penalty: 661.344849
	Iteration 41Q: 3 clusters Score -72949.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -72949.187500 Penalty: 661.344849
	Iteration 42Q: 3 clusters Score -72949.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -72949.320312 Penalty: 661.344849
	Iteration 43Q: 3 clusters Score -72949.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -72949.320312 Penalty: 661.344849
	Iteration 44F: 3 clusters Score -72949.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -37781.554688 Penalty: 305.715088
	Iteration 0F: 2 clusters Score -37781.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -37105.343750 Penalty: 611.430176
	Iteration 0F: 3 clusters Score -37105.34 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -37293.332031 Penalty: 611.430176
	Iteration 1F: 3 clusters Score -37293.33 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -37336.605469 Penalty: 611.430176
	Iteration 2F: 3 clusters Score -37336.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -37357.328125 Penalty: 611.430176
	Iteration 3F: 3 clusters Score -37357.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37368.269531 Penalty: 611.430176
	Iteration 4Q: 3 clusters Score -37368.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -37377.003906 Penalty: 611.430176
	Iteration 5Q: 3 clusters Score -37377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -37384.125000 Penalty: 611.430176
	Iteration 6Q: 3 clusters Score -37384.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37389.710938 Penalty: 611.430176
	Iteration 7Q: 3 clusters Score -37389.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37393.691406 Penalty: 611.430176
	Iteration 8Q: 3 clusters Score -37393.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -37397.000000 Penalty: 611.430176
	Iteration 9Q: 3 clusters Score -37397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -37400.070312 Penalty: 611.430176
	Iteration 10Q: 3 clusters Score -37400.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -37409.199219 Penalty: 611.430176
	Iteration 11Q: 3 clusters Score -37409.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37416.761719 Penalty: 611.430176
	Iteration 12Q: 3 clusters Score -37416.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -37423.027344 Penalty: 611.430176
	Iteration 13Q: 3 clusters Score -37423.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -37429.871094 Penalty: 611.430176
	Iteration 14Q: 3 clusters Score -37429.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -37437.734375 Penalty: 611.430176
	Iteration 15Q: 3 clusters Score -37437.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37449.027344 Penalty: 611.430176
	Iteration 16Q: 3 clusters Score -37449.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37457.707031 Penalty: 611.430176
	Iteration 17Q: 3 clusters Score -37457.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37465.609375 Penalty: 611.430176
	Iteration 18Q: 3 clusters Score -37465.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37472.714844 Penalty: 611.430176
	Iteration 19Q: 3 clusters Score -37472.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37479.449219 Penalty: 611.430176
	Iteration 20F: 3 clusters Score -37479.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37491.359375 Penalty: 611.430176
	Iteration 21Q: 3 clusters Score -37491.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37504.492188 Penalty: 611.430176
	Iteration 22Q: 3 clusters Score -37504.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37524.687500 Penalty: 611.430176
	Iteration 23Q: 3 clusters Score -37524.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37545.949219 Penalty: 611.430176
	Iteration 24Q: 3 clusters Score -37545.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -37569.714844 Penalty: 611.430176
	Iteration 25Q: 3 clusters Score -37569.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37587.625000 Penalty: 611.430176
	Iteration 26Q: 3 clusters Score -37587.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37600.125000 Penalty: 611.430176
	Iteration 27Q: 3 clusters Score -37600.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37612.484375 Penalty: 611.430176
	Iteration 28Q: 3 clusters Score -37612.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37620.042969 Penalty: 611.430176
	Iteration 29Q: 3 clusters Score -37620.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37630.242188 Penalty: 611.430176
	Iteration 30Q: 3 clusters Score -37630.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37643.296875 Penalty: 611.430176
	Iteration 31Q: 3 clusters Score -37643.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37653.441406 Penalty: 611.430176
	Iteration 32Q: 3 clusters Score -37653.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37659.191406 Penalty: 611.430176
	Iteration 33Q: 3 clusters Score -37659.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37665.523438 Penalty: 611.430176
	Iteration 34Q: 3 clusters Score -37665.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37670.351562 Penalty: 611.430176
	Iteration 35Q: 3 clusters Score -37670.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37674.011719 Penalty: 611.430176
	Iteration 36Q: 3 clusters Score -37674.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37682.414062 Penalty: 611.430176
	Iteration 37Q: 3 clusters Score -37682.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37689.796875 Penalty: 611.430176
	Iteration 38Q: 3 clusters Score -37689.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37692.886719 Penalty: 611.430176
	Iteration 39Q: 3 clusters Score -37692.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37696.246094 Penalty: 611.430176
	Iteration 40F: 3 clusters Score -37696.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37700.910156 Penalty: 611.430176
	Iteration 41Q: 3 clusters Score -37700.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37704.222656 Penalty: 611.430176
	Iteration 42Q: 3 clusters Score -37704.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37706.203125 Penalty: 611.430176
	Iteration 43Q: 3 clusters Score -37706.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37706.613281 Penalty: 611.430176
	Iteration 44Q: 3 clusters Score -37706.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37707.191406 Penalty: 611.430176
	Iteration 45Q: 3 clusters Score -37707.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37708.496094 Penalty: 611.430176
	Iteration 46Q: 3 clusters Score -37708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37710.015625 Penalty: 611.430176
	Iteration 47Q: 3 clusters Score -37710.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37710.914062 Penalty: 611.430176
	Iteration 48Q: 3 clusters Score -37710.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37711.519531 Penalty: 611.430176
	Iteration 49Q: 3 clusters Score -37711.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37711.519531 Penalty: 611.430176
	Iteration 50F: 3 clusters Score -37711.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Entering Unmasked Estep 
Score: -2552494.750000 Penalty: 492.466156
	Iteration 0F: 2 clusters Score -2552495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -2518838.000000 Penalty: 984.932312
	Iteration 0F: 3 clusters Score -2518838 nChanged 24276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -2533799.500000 Penalty: 984.932312
	Iteration 1F: 3 clusters Score -2533800 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -2534659.250000 Penalty: 984.932312
	Iteration 2Q: 3 clusters Score -2534659 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -2535785.500000 Penalty: 984.932312
	Iteration 3Q: 3 clusters Score -2535786 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2537273.250000 Penalty: 984.932312
	Iteration 4F: 3 clusters Score -2537273 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2539098.500000 Penalty: 984.932312
	Iteration 5F: 3 clusters Score -2539098 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2541187.250000 Penalty: 984.932312
	Iteration 6F: 3 clusters Score -2541187 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2542793.750000 Penalty: 984.932312
	Iteration 7F: 3 clusters Score -2542794 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2543461.250000 Penalty: 984.932312
	Iteration 8Q: 3 clusters Score -2543461 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2543730.750000 Penalty: 984.932312
	Iteration 9Q: 3 clusters Score -2543731 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2543909.500000 Penalty: 984.932312
	Iteration 10Q: 3 clusters Score -2543910 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2544056.000000 Penalty: 984.932312
	Iteration 11Q: 3 clusters Score -2544056 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2544231.000000 Penalty: 984.932312
	Iteration 12Q: 3 clusters Score -2544231 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2544422.500000 Penalty: 984.932312
	Iteration 13Q: 3 clusters Score -2544422 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2544630.500000 Penalty: 984.932312
	Iteration 14Q: 3 clusters Score -2544630 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2544885.000000 Penalty: 984.932312
	Iteration 15Q: 3 clusters Score -2544885 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2545161.750000 Penalty: 984.932312
	Iteration 16Q: 3 clusters Score -2545162 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2545477.000000 Penalty: 984.932312
	Iteration 17Q: 3 clusters Score -2545477 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2545832.250000 Penalty: 984.932312
	Iteration 18Q: 3 clusters Score -2545832 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2546202.000000 Penalty: 984.932312
	Iteration 19Q: 3 clusters Score -2546202 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2546611.500000 Penalty: 984.932312
	Iteration 20F: 3 clusters Score -2546612 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2547053.000000 Penalty: 984.932312
	Iteration 21Q: 3 clusters Score -2547053 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2547502.250000 Penalty: 984.932312
	Iteration 22Q: 3 clusters Score -2547502 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2548000.500000 Penalty: 984.932312
	Iteration 23Q: 3 clusters Score -2548000 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2548505.000000 Penalty: 984.932312
	Iteration 24Q: 3 clusters Score -2548505 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2548967.500000 Penalty: 984.932312
	Iteration 25Q: 3 clusters Score -2548968 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2549454.500000 Penalty: 984.932312
	Iteration 26Q: 3 clusters Score -2549454 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2549900.250000 Penalty: 984.932312
	Iteration 27Q: 3 clusters Score -2549900 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2550268.500000 Penalty: 984.932312
	Iteration 28Q: 3 clusters Score -2550268 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2550590.500000 Penalty: 984.932312
	Iteration 29Q: 3 clusters Score -2550590 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2550869.250000 Penalty: 984.932312
	Iteration 30Q: 3 clusters Score -2550869 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2551143.000000 Penalty: 984.932312
	Iteration 31Q: 3 clusters Score -2551143 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2551410.750000 Penalty: 984.932312
	Iteration 32Q: 3 clusters Score -2551411 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2551606.500000 Penalty: 984.932312
	Iteration 33Q: 3 clusters Score -2551606 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2551780.000000 Penalty: 984.932312
	Iteration 34Q: 3 clusters Score -2551780 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2551879.750000 Penalty: 984.932312
	Iteration 35Q: 3 clusters Score -2551880 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2551940.000000 Penalty: 984.932312
	Iteration 36Q: 3 clusters Score -2551940 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2551977.750000 Penalty: 984.932312
	Iteration 37Q: 3 clusters Score -2551978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2551995.000000 Penalty: 984.932312
	Iteration 38Q: 3 clusters Score -2551995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2552013.250000 Penalty: 984.932312
	Iteration 39Q: 3 clusters Score -2552013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2552037.000000 Penalty: 984.932312
	Iteration 40F: 3 clusters Score -2552037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2552056.250000 Penalty: 984.932312
	Iteration 41Q: 3 clusters Score -2552056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2552073.000000 Penalty: 984.932312
	Iteration 42Q: 3 clusters Score -2552073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2552086.500000 Penalty: 984.932312
	Iteration 43Q: 3 clusters Score -2552086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2552089.250000 Penalty: 984.932312
	Iteration 44Q: 3 clusters Score -2552089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2552093.500000 Penalty: 984.932312
	Iteration 45Q: 3 clusters Score -2552094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2552099.750000 Penalty: 984.932312
	Iteration 46Q: 3 clusters Score -2552100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2552101.250000 Penalty: 984.932312
	Iteration 47Q: 3 clusters Score -2552101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2552105.500000 Penalty: 984.932312
	Iteration 48Q: 3 clusters Score -2552106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2552108.250000 Penalty: 984.932312
	Iteration 49Q: 3 clusters Score -2552108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -2552111.500000 Penalty: 984.932312
	Iteration 50Q: 3 clusters Score -2552112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -2552112.500000 Penalty: 984.932312
	Iteration 51Q: 3 clusters Score -2552112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -2552112.500000 Penalty: 984.932312
	Iteration 52F: 3 clusters Score -2552112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -51303.332031 Penalty: 313.983246
	Iteration 0F: 2 clusters Score -51303.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -50495.566406 Penalty: 627.966492
	Iteration 0F: 3 clusters Score -50495.57 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -50732.644531 Penalty: 627.966492
	Iteration 1F: 3 clusters Score -50732.64 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -50791.593750 Penalty: 627.966492
	Iteration 2F: 3 clusters Score -50791.59 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -50854.816406 Penalty: 627.966492
	Iteration 3F: 3 clusters Score -50854.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -50904.402344 Penalty: 627.966492
	Iteration 4F: 3 clusters Score -50904.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -50946.273438 Penalty: 627.966492
	Iteration 5Q: 3 clusters Score -50946.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -50972.667969 Penalty: 627.966492
	Iteration 6Q: 3 clusters Score -50972.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -50993.222656 Penalty: 627.966492
	Iteration 7Q: 3 clusters Score -50993.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -51004.738281 Penalty: 627.966492
	Iteration 8Q: 3 clusters Score -51004.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -51012.539062 Penalty: 627.966492
	Iteration 9Q: 3 clusters Score -51012.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -51021.230469 Penalty: 627.966492
	Iteration 10Q: 3 clusters Score -51021.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -51030.183594 Penalty: 627.966492
	Iteration 11Q: 3 clusters Score -51030.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -51045.605469 Penalty: 627.966492
	Iteration 12Q: 3 clusters Score -51045.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -51053.941406 Penalty: 627.966492
	Iteration 13Q: 3 clusters Score -51053.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -51059.265625 Penalty: 627.966492
	Iteration 14Q: 3 clusters Score -51059.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -51066.339844 Penalty: 627.966492
	Iteration 15Q: 3 clusters Score -51066.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -51071.792969 Penalty: 627.966492
	Iteration 16Q: 3 clusters Score -51071.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -51080.687500 Penalty: 627.966492
	Iteration 17Q: 3 clusters Score -51080.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -51090.273438 Penalty: 627.966492
	Iteration 18Q: 3 clusters Score -51090.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -51096.160156 Penalty: 627.966492
	Iteration 19Q: 3 clusters Score -51096.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -51099.777344 Penalty: 627.966492
	Iteration 20F: 3 clusters Score -51099.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -51100.433594 Penalty: 627.966492
	Iteration 21Q: 3 clusters Score -51100.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -51100.703125 Penalty: 627.966492
	Iteration 22Q: 3 clusters Score -51100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -51100.703125 Penalty: 627.966492
	Iteration 23F: 3 clusters Score -51100.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Entering Unmasked Estep 
Score: -138749.015625 Penalty: 358.782471
	Iteration 0F: 2 clusters Score -138749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -136916.500000 Penalty: 717.564941
	Iteration 0F: 3 clusters Score -136916.5 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -137518.656250 Penalty: 717.564941
	Iteration 1F: 3 clusters Score -137518.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -137613.640625 Penalty: 717.564941
	Iteration 2F: 3 clusters Score -137613.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -137704.984375 Penalty: 717.564941
	Iteration 3F: 3 clusters Score -137705 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -137807.484375 Penalty: 717.564941
	Iteration 4F: 3 clusters Score -137807.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -137924.171875 Penalty: 717.564941
	Iteration 5F: 3 clusters Score -137924.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -138046.296875 Penalty: 717.564941
	Iteration 6F: 3 clusters Score -138046.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -138154.015625 Penalty: 717.564941
	Iteration 7Q: 3 clusters Score -138154 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -138244.812500 Penalty: 717.564941
	Iteration 8Q: 3 clusters Score -138244.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -138313.359375 Penalty: 717.564941
	Iteration 9Q: 3 clusters Score -138313.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -138353.093750 Penalty: 717.564941
	Iteration 10Q: 3 clusters Score -138353.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -138383.218750 Penalty: 717.564941
	Iteration 11Q: 3 clusters Score -138383.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -138401.437500 Penalty: 717.564941
	Iteration 12Q: 3 clusters Score -138401.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -138416.015625 Penalty: 717.564941
	Iteration 13Q: 3 clusters Score -138416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -138426.718750 Penalty: 717.564941
	Iteration 14Q: 3 clusters Score -138426.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -138433.062500 Penalty: 717.564941
	Iteration 15Q: 3 clusters Score -138433.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -138437.937500 Penalty: 717.564941
	Iteration 16Q: 3 clusters Score -138437.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -138440.843750 Penalty: 717.564941
	Iteration 17Q: 3 clusters Score -138440.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -138442.890625 Penalty: 717.564941
	Iteration 18Q: 3 clusters Score -138442.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -138446.828125 Penalty: 717.564941
	Iteration 19Q: 3 clusters Score -138446.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -138450.515625 Penalty: 717.564941
	Iteration 20F: 3 clusters Score -138450.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -138454.015625 Penalty: 717.564941
	Iteration 21Q: 3 clusters Score -138454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -138455.531250 Penalty: 717.564941
	Iteration 22Q: 3 clusters Score -138455.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -138456.453125 Penalty: 717.564941
	Iteration 23Q: 3 clusters Score -138456.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -138457.015625 Penalty: 717.564941
	Iteration 24Q: 3 clusters Score -138457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -138457.968750 Penalty: 717.564941
	Iteration 25Q: 3 clusters Score -138458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -138459.656250 Penalty: 717.564941
	Iteration 26Q: 3 clusters Score -138459.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -138462.937500 Penalty: 717.564941
	Iteration 27Q: 3 clusters Score -138462.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -138467.250000 Penalty: 717.564941
	Iteration 28Q: 3 clusters Score -138467.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -138474.531250 Penalty: 717.564941
	Iteration 29Q: 3 clusters Score -138474.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -138479.609375 Penalty: 717.564941
	Iteration 30Q: 3 clusters Score -138479.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -138485.093750 Penalty: 717.564941
	Iteration 31Q: 3 clusters Score -138485.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -138490.328125 Penalty: 717.564941
	Iteration 32Q: 3 clusters Score -138490.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -138494.750000 Penalty: 717.564941
	Iteration 33Q: 3 clusters Score -138494.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -138497.203125 Penalty: 717.564941
	Iteration 34Q: 3 clusters Score -138497.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -138499.828125 Penalty: 717.564941
	Iteration 35Q: 3 clusters Score -138499.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -138503.250000 Penalty: 717.564941
	Iteration 36Q: 3 clusters Score -138503.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -138508.140625 Penalty: 717.564941
	Iteration 37Q: 3 clusters Score -138508.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -138509.937500 Penalty: 717.564941
	Iteration 38Q: 3 clusters Score -138509.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -138511.890625 Penalty: 717.564941
	Iteration 39Q: 3 clusters Score -138511.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -138513.968750 Penalty: 717.564941
	Iteration 40F: 3 clusters Score -138514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -138514.843750 Penalty: 717.564941
	Iteration 41Q: 3 clusters Score -138514.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -138517.203125 Penalty: 717.564941
	Iteration 42Q: 3 clusters Score -138517.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -138522.203125 Penalty: 717.564941
	Iteration 43Q: 3 clusters Score -138522.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -138524.531250 Penalty: 717.564941
	Iteration 44Q: 3 clusters Score -138524.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -138525.390625 Penalty: 717.564941
	Iteration 45Q: 3 clusters Score -138525.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -138526.656250 Penalty: 717.564941
	Iteration 46Q: 3 clusters Score -138526.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -138528.234375 Penalty: 717.564941
	Iteration 47Q: 3 clusters Score -138528.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -138528.984375 Penalty: 717.564941
	Iteration 48Q: 3 clusters Score -138529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -138530.359375 Penalty: 717.564941
	Iteration 49Q: 3 clusters Score -138530.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -138532.968750 Penalty: 717.564941
	Iteration 50Q: 3 clusters Score -138533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -138536.546875 Penalty: 717.564941
	Iteration 51Q: 3 clusters Score -138536.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -138540.109375 Penalty: 717.564941
	Iteration 52Q: 3 clusters Score -138540.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -138543.031250 Penalty: 717.564941
	Iteration 53Q: 3 clusters Score -138543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -138545.500000 Penalty: 717.564941
	Iteration 54Q: 3 clusters Score -138545.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -138547.140625 Penalty: 717.564941
	Iteration 55Q: 3 clusters Score -138547.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -138547.781250 Penalty: 717.564941
	Iteration 56Q: 3 clusters Score -138547.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -138548.046875 Penalty: 717.564941
	Iteration 57Q: 3 clusters Score -138548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -138548.562500 Penalty: 717.564941
	Iteration 58Q: 3 clusters Score -138548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -138548.984375 Penalty: 717.564941
	Iteration 59Q: 3 clusters Score -138549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -138548.984375 Penalty: 717.564941
	Iteration 60F: 3 clusters Score -138549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Entering Unmasked Estep 
Score: -206507.687500 Penalty: 378.358246
	Iteration 0F: 2 clusters Score -206507.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -203695.718750 Penalty: 756.716492
	Iteration 0F: 3 clusters Score -203695.7 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -204789.171875 Penalty: 756.716492
	Iteration 1F: 3 clusters Score -204789.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -205035.406250 Penalty: 756.716492
	Iteration 2F: 3 clusters Score -205035.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -205337.593750 Penalty: 756.716492
	Iteration 3F: 3 clusters Score -205337.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -205641.703125 Penalty: 756.716492
	Iteration 4F: 3 clusters Score -205641.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -205932.140625 Penalty: 756.716492
	Iteration 5F: 3 clusters Score -205932.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -206154.640625 Penalty: 756.716492
	Iteration 6Q: 3 clusters Score -206154.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -206259.875000 Penalty: 756.716492
	Iteration 7Q: 3 clusters Score -206259.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -206322.406250 Penalty: 756.716492
	Iteration 8Q: 3 clusters Score -206322.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -206338.812500 Penalty: 756.716492
	Iteration 9Q: 3 clusters Score -206338.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -206352.031250 Penalty: 756.716492
	Iteration 10Q: 3 clusters Score -206352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -206367.968750 Penalty: 756.716492
	Iteration 11Q: 3 clusters Score -206368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -206377.109375 Penalty: 756.716492
	Iteration 12Q: 3 clusters Score -206377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -206383.031250 Penalty: 756.716492
	Iteration 13Q: 3 clusters Score -206383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -206386.281250 Penalty: 756.716492
	Iteration 14Q: 3 clusters Score -206386.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -206388.546875 Penalty: 756.716492
	Iteration 15Q: 3 clusters Score -206388.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -206389.156250 Penalty: 756.716492
	Iteration 16Q: 3 clusters Score -206389.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -206390.171875 Penalty: 756.716492
	Iteration 17Q: 3 clusters Score -206390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -206390.203125 Penalty: 756.716492
	Iteration 18Q: 3 clusters Score -206390.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -206390.203125 Penalty: 756.716492
	Iteration 19F: 3 clusters Score -206390.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -13901.675781 Penalty: 263.858734
	Iteration 0F: 2 clusters Score -13901.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13543.142578 Penalty: 527.717468
	Iteration 0F: 3 clusters Score -13543.14 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13692.487305 Penalty: 527.717468
	Iteration 1F: 3 clusters Score -13692.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13750.554688 Penalty: 527.717468
	Iteration 2F: 3 clusters Score -13750.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13818.132812 Penalty: 527.717468
	Iteration 3Q: 3 clusters Score -13818.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13868.841797 Penalty: 527.717468
	Iteration 4Q: 3 clusters Score -13868.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13887.984375 Penalty: 527.717468
	Iteration 5Q: 3 clusters Score -13887.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13892.028320 Penalty: 527.717468
	Iteration 6Q: 3 clusters Score -13892.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13895.627930 Penalty: 527.717468
	Iteration 7Q: 3 clusters Score -13895.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -13896.564453 Penalty: 527.717468
	Iteration 8Q: 3 clusters Score -13896.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -13897.756836 Penalty: 527.717468
	Iteration 9Q: 3 clusters Score -13897.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -13897.756836 Penalty: 527.717468
	Iteration 10F: 3 clusters Score -13897.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -14528.870117 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -14528.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14180.672852 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -14180.67 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14267.778320 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -14267.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14297.598633 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -14297.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14317.392578 Penalty: 518.129639
	Iteration 3Q: 3 clusters Score -14317.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14327.124023 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -14327.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14335.999023 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -14336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14340.296875 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -14340.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14346.764648 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -14346.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14354.905273 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -14354.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14361.745117 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -14361.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14373.931641 Penalty: 518.129639
	Iteration 10Q: 3 clusters Score -14373.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14379.404297 Penalty: 518.129639
	Iteration 11Q: 3 clusters Score -14379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14381.964844 Penalty: 518.129639
	Iteration 12Q: 3 clusters Score -14381.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14383.582031 Penalty: 518.129639
	Iteration 13Q: 3 clusters Score -14383.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14384.539062 Penalty: 518.129639
	Iteration 14Q: 3 clusters Score -14384.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14384.539062 Penalty: 518.129639
	Iteration 15F: 3 clusters Score -14384.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2642.012451 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2642.012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2489.501465 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2489.501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2504.151611 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2504.152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6417.771973 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6417.772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6177.233887 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6177.234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6205.744629 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6205.745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6220.696777 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -6220.697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6225.559082 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6225.559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6225.559082 Penalty: 446.380005
	Iteration 4F: 3 clusters Score -6225.559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -7924.386230 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -7924.386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7661.146973 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -7661.147 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7726.424316 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -7726.424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7743.593262 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -7743.593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7756.633301 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -7756.633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7767.383301 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -7767.383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7775.238770 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -7775.239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7781.327148 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -7781.327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7787.837402 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -7787.837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7789.078613 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -7789.079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7789.078613 Penalty: 479.842987
	Iteration 9F: 3 clusters Score -7789.079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -8873.436523 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -8873.437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8586.386719 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -8586.387 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8645.067383 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -8645.067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8672.347656 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -8672.348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8695.169922 Penalty: 488.728058
	Iteration 3Q: 3 clusters Score -8695.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8721.496094 Penalty: 488.728058
	Iteration 4F: 3 clusters Score -8721.496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8747.575195 Penalty: 488.728058
	Iteration 5F: 3 clusters Score -8747.575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8810.751953 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -8810.752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8817.422852 Penalty: 488.728058
	Iteration 7Q: 3 clusters Score -8817.423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8833.470703 Penalty: 488.728058
	Iteration 8Q: 3 clusters Score -8833.471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8836.355469 Penalty: 488.728058
	Iteration 9Q: 3 clusters Score -8836.355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8838.932617 Penalty: 488.728058
	Iteration 10Q: 3 clusters Score -8838.933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8848.079102 Penalty: 488.728058
	Iteration 11Q: 3 clusters Score -8848.079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8853.589844 Penalty: 488.728058
	Iteration 12Q: 3 clusters Score -8853.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8856.498047 Penalty: 488.728058
	Iteration 13Q: 3 clusters Score -8856.498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8858.396484 Penalty: 488.728058
	Iteration 14F: 3 clusters Score -8858.396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8870.333008 Penalty: 488.728058
	Iteration 15Q: 3 clusters Score -8870.333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8870.333008 Penalty: 488.728058
	Iteration 16F: 3 clusters Score -8870.333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -2279.024658 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -2279.025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2180.702637 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -2180.703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2212.795654 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -2212.796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2236.861816 Penalty: 374.089508
	Iteration 2Q: 3 clusters Score -2236.862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2236.861816 Penalty: 374.089508
	Iteration 3F: 3 clusters Score -2236.862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -7960.575195 Penalty: 241.974457
	Iteration 0F: 2 clusters Score -7960.575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7693.031738 Penalty: 483.948914
	Iteration 0F: 3 clusters Score -7693.032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7787.930176 Penalty: 483.948914
	Iteration 1F: 3 clusters Score -7787.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7823.375000 Penalty: 483.948914
	Iteration 2F: 3 clusters Score -7823.375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7861.622070 Penalty: 483.948914
	Iteration 3F: 3 clusters Score -7861.622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7871.598145 Penalty: 483.948914
	Iteration 4Q: 3 clusters Score -7871.598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7874.000977 Penalty: 483.948914
	Iteration 5Q: 3 clusters Score -7874.001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7874.000977 Penalty: 483.948914
	Iteration 6F: 3 clusters Score -7874.001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13154.135742 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13154.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12844.607422 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12844.61 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12908.157227 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12908.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12920.280273 Penalty: 510.461945
	Iteration 2Q: 3 clusters Score -12920.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12928.428711 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -12928.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12939.942383 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -12939.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12947.739258 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -12947.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12950.162109 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -12950.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12952.709961 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -12952.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12954.188477 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -12954.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12954.188477 Penalty: 510.461945
	Iteration 9F: 3 clusters Score -12954.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -22664.388672 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -22664.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22217.644531 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -22217.64 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22325.193359 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -22325.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -22366.550781 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -22366.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -22388.394531 Penalty: 550.310913
	Iteration 3Q: 3 clusters Score -22388.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22405.138672 Penalty: 550.310913
	Iteration 4Q: 3 clusters Score -22405.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22411.943359 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -22411.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22419.218750 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -22419.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22422.234375 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -22422.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22425.482422 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -22425.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22432.050781 Penalty: 550.310913
	Iteration 9Q: 3 clusters Score -22432.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22434.517578 Penalty: 550.310913
	Iteration 10Q: 3 clusters Score -22434.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -22439.320312 Penalty: 550.310913
	Iteration 11Q: 3 clusters Score -22439.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22442.574219 Penalty: 550.310913
	Iteration 12Q: 3 clusters Score -22442.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22444.875000 Penalty: 550.310913
	Iteration 13Q: 3 clusters Score -22444.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -22447.298828 Penalty: 550.310913
	Iteration 14Q: 3 clusters Score -22447.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22449.937500 Penalty: 550.310913
	Iteration 15Q: 3 clusters Score -22449.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22451.851562 Penalty: 550.310913
	Iteration 16Q: 3 clusters Score -22451.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22454.941406 Penalty: 550.310913
	Iteration 17Q: 3 clusters Score -22454.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -22457.289062 Penalty: 550.310913
	Iteration 18Q: 3 clusters Score -22457.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -22461.478516 Penalty: 550.310913
	Iteration 19Q: 3 clusters Score -22461.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -22463.966797 Penalty: 550.310913
	Iteration 20F: 3 clusters Score -22463.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -22464.445312 Penalty: 550.310913
	Iteration 21Q: 3 clusters Score -22464.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -22466.130859 Penalty: 550.310913
	Iteration 22Q: 3 clusters Score -22466.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22467.996094 Penalty: 550.310913
	Iteration 23Q: 3 clusters Score -22468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22468.166016 Penalty: 550.310913
	Iteration 24Q: 3 clusters Score -22468.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22468.166016 Penalty: 550.310913
	Iteration 25F: 3 clusters Score -22468.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6077.959961 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6077.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5833.678223 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5833.678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5877.165039 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5877.165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5887.689453 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -5887.689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5889.118652 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5889.119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5889.118652 Penalty: 440.821045
	Iteration 4F: 3 clusters Score -5889.119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -5241.170898 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -5241.171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5043.869629 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -5043.87 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5124.629883 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -5124.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5135.550293 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -5135.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7666 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 47318 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 118990 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284613 members 
Mstep: Class 14 contains 215 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50183 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2658 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474626.000000 Penalty: 21005.037109
Iteration 159Q: 36 clusters Score -2.747463e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7666 members 
Mstep: Class 3 contains 322 members 
Mstep: Class 4 contains 47302 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 119243 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284454 members 
Mstep: Class 14 contains 215 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 50106 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2656 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 215 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 130 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474908.000000 Penalty: 21005.037109
Iteration 160F: 36 clusters Score -2.747491e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7670 members 
Mstep: Class 3 contains 322 members 
Mstep: Class 4 contains 47285 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 119286 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 174 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284354 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 3036 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 50053 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 129 members 
Mstep: Class 34 contains 307 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475130.000000 Penalty: 21005.037109
Iteration 161Q: 36 clusters Score -2.747513e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7672 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47268 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 119276 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 174 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284333 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3033 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 50021 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2658 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 189 members 
Mstep: Class 27 contains 213 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 319 members 
Mstep: Class 35 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475210.000000 Penalty: 21005.037109
Iteration 162Q: 36 clusters Score -2.747521e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7674 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47253 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 119230 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 886 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284345 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3036 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 817 members 
Mstep: Class 18 contains 50005 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 213 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 327 members 
Mstep: Class 35 contains 1742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475262.000000 Penalty: 21005.037109
Iteration 163Q: 36 clusters Score -2.747526e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47244 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 119156 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 885 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284366 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3039 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 49991 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2655 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 213 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 334 members 
Mstep: Class 35 contains 1810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475266.000000 Penalty: 21005.037109
Iteration 164Q: 36 clusters Score -2.747527e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7684 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47235 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 119063 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 885 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284409 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 49985 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2655 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 213 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 202 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 335 members 
Mstep: Class 35 contains 1867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475300.000000 Penalty: 21005.037109
Iteration 165Q: 36 clusters Score -2.74753e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7686 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47228 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 118977 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 885 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284438 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 49990 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 213 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 202 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 337 members 
Mstep: Class 35 contains 1927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475282.000000 Penalty: 21005.037109
Iteration 166Q: 36 clusters Score -2.747528e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7689 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47231 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 118891 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 885 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 838 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284481 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 811 members 
Mstep: Class 18 contains 49986 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2653 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 213 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 202 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 338 members 
Mstep: Class 35 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475284.000000 Penalty: 21005.037109
Iteration 167Q: 36 clusters Score -2.747528e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7688 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47234 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 118816 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 885 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284522 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 810 members 
Mstep: Class 18 contains 49985 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2650 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 213 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 201 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 340 members 
Mstep: Class 35 contains 2006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475272.000000 Penalty: 21005.037109
Iteration 168Q: 36 clusters Score -2.747527e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7686 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47240 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 118749 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 884 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284555 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 808 members 
Mstep: Class 18 contains 49985 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2648 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 213 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 201 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 343 members 
Mstep: Class 35 contains 2040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475208.000000 Penalty: 21005.037109
Iteration 169Q: 36 clusters Score -2.747521e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7687 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47240 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 118683 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 884 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 842 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284581 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 49982 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 347 members 
Mstep: Class 35 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475232.000000 Penalty: 21005.037109
Iteration 170Q: 36 clusters Score -2.747523e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7687 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47242 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 118616 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 884 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284603 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 49982 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 349 members 
Mstep: Class 35 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475208.000000 Penalty: 21005.037109
Iteration 171Q: 36 clusters Score -2.747521e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7685 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47248 members 
Mstep: Class 5 contains 516 members 
Mstep: Class 6 contains 118563 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 883 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284634 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 49979 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 352 members 
Mstep: Class 35 contains 2144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475220.000000 Penalty: 21005.037109
Iteration 172Q: 36 clusters Score -2.747522e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7680 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47246 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 118517 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 883 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284667 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 800 members 
Mstep: Class 18 contains 49977 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 352 members 
Mstep: Class 35 contains 2158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475228.000000 Penalty: 21005.037109
Iteration 173Q: 36 clusters Score -2.747523e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7675 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47245 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 118478 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 883 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284691 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 799 members 
Mstep: Class 18 contains 49975 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 353 members 
Mstep: Class 35 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 36 clusters Score -2.747523e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7670 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47245 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 118435 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 883 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 868 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284724 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 796 members 
Mstep: Class 18 contains 49974 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 128 members 
Mstep: Class 34 contains 355 members 
Mstep: Class 35 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 36 clusters Score -2.747519e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47246 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 118395 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 883 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284748 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 793 members 
Mstep: Class 18 contains 49971 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 127 members 
Mstep: Class 34 contains 358 members 
Mstep: Class 35 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 36 clusters Score -2.74752e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7668 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47248 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 118350 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 882 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 876 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284777 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 792 members 
Mstep: Class 18 contains 49969 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 361 members 
Mstep: Class 35 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 36 clusters Score -2.747519e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7664 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47250 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 118307 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 881 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284801 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 792 members 
Mstep: Class 18 contains 49964 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 362 members 
Mstep: Class 35 contains 2226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475216.000000 Penalty: 21005.037109
Iteration 178Q: 36 clusters Score -2.747522e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7668 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47256 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 118254 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 879 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284824 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 793 members 
Mstep: Class 18 contains 49961 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 363 members 
Mstep: Class 35 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475194.000000 Penalty: 21005.037109
Iteration 179Q: 36 clusters Score -2.747519e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7670 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47263 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 118213 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284834 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49956 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475220.000000 Penalty: 21005.037109
Iteration 180F: 36 clusters Score -2.747522e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7668 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47272 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 118170 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 892 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284846 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49956 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475218.000000 Penalty: 21005.037109
Iteration 181Q: 36 clusters Score -2.747522e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7666 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47280 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 118122 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 895 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284864 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49957 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475230.000000 Penalty: 21005.037109
Iteration 182Q: 36 clusters Score -2.747523e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7664 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47289 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 118066 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284889 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49956 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475208.000000 Penalty: 21005.037109
Iteration 183Q: 36 clusters Score -2.747521e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7661 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47300 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 118001 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284927 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49955 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475214.000000 Penalty: 21005.037109
Iteration 184Q: 36 clusters Score -2.747521e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7664 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47309 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 117937 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 903 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284955 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49952 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475196.000000 Penalty: 21005.037109
Iteration 185Q: 36 clusters Score -2.74752e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7663 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47315 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 117872 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 284985 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49949 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475200.000000 Penalty: 21005.037109
Iteration 186Q: 36 clusters Score -2.74752e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7663 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47321 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 117817 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285006 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49949 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475192.000000 Penalty: 21005.037109
Iteration 187Q: 36 clusters Score -2.747519e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7663 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47323 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 117742 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285049 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49948 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475218.000000 Penalty: 21005.037109
Iteration 188Q: 36 clusters Score -2.747522e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7663 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47321 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 117675 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 908 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285083 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49946 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475176.000000 Penalty: 21005.037109
Iteration 189Q: 36 clusters Score -2.747518e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7662 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47321 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 117607 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285113 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49949 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475150.000000 Penalty: 21005.037109
Iteration 190Q: 36 clusters Score -2.747515e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7661 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47317 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 117538 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285157 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49945 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475146.000000 Penalty: 21005.037109
Iteration 191Q: 36 clusters Score -2.747515e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7660 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47320 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 117461 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285197 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49944 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475158.000000 Penalty: 21005.037109
Iteration 192Q: 36 clusters Score -2.747516e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7660 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47332 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 117379 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285235 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49943 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2645 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475126.000000 Penalty: 21005.037109
Iteration 193Q: 36 clusters Score -2.747513e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7661 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47333 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 117307 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285268 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49942 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2643 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475112.000000 Penalty: 21005.037109
Iteration 194Q: 36 clusters Score -2.747511e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7663 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47333 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 117243 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285300 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49939 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475100.000000 Penalty: 21005.037109
Iteration 195Q: 36 clusters Score -2.74751e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7663 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47337 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 117175 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285339 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49939 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475126.000000 Penalty: 21005.037109
Iteration 196Q: 36 clusters Score -2.747513e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7665 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47341 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 117109 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285375 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49937 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475124.000000 Penalty: 21005.037109
Iteration 197Q: 36 clusters Score -2.747512e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7665 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47345 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 117042 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285418 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49937 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475096.000000 Penalty: 21005.037109
Iteration 198Q: 36 clusters Score -2.74751e+07 nChanged 115
Entering ConstructFrom: 
Score: -27475096.000000 Penalty: 21005.037109
Entering ConstructFrom: 
Trying to split cluster 1 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -112943.085938 Penalty: 347.163910
	Iteration 0F: 2 clusters Score -112943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -111440.023438 Penalty: 694.327820
	Iteration 0F: 3 clusters Score -111440 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -111946.750000 Penalty: 694.327820
	Iteration 1F: 3 clusters Score -111946.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -112097.617188 Penalty: 694.327820
	Iteration 2F: 3 clusters Score -112097.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -112255.812500 Penalty: 694.327820
	Iteration 3F: 3 clusters Score -112255.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -112405.929688 Penalty: 694.327820
	Iteration 4F: 3 clusters Score -112405.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -112539.875000 Penalty: 694.327820
	Iteration 5F: 3 clusters Score -112539.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -112597.304688 Penalty: 694.327820
	Iteration 6Q: 3 clusters Score -112597.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -112624.601562 Penalty: 694.327820
	Iteration 7Q: 3 clusters Score -112624.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -112641.648438 Penalty: 694.327820
	Iteration 8Q: 3 clusters Score -112641.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -112659.140625 Penalty: 694.327820
	Iteration 9Q: 3 clusters Score -112659.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -112680.156250 Penalty: 694.327820
	Iteration 10Q: 3 clusters Score -112680.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -112703.953125 Penalty: 694.327820
	Iteration 11Q: 3 clusters Score -112704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -112725.976562 Penalty: 694.327820
	Iteration 12Q: 3 clusters Score -112726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112737.156250 Penalty: 694.327820
	Iteration 13Q: 3 clusters Score -112737.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112745.257812 Penalty: 694.327820
	Iteration 14Q: 3 clusters Score -112745.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -112751.132812 Penalty: 694.327820
	Iteration 15Q: 3 clusters Score -112751.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112752.500000 Penalty: 694.327820
	Iteration 16Q: 3 clusters Score -112752.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -112754.437500 Penalty: 694.327820
	Iteration 17Q: 3 clusters Score -112754.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -112756.835938 Penalty: 694.327820
	Iteration 18Q: 3 clusters Score -112756.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112758.750000 Penalty: 694.327820
	Iteration 19Q: 3 clusters Score -112758.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112761.164062 Penalty: 694.327820
	Iteration 20F: 3 clusters Score -112761.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112763.429688 Penalty: 694.327820
	Iteration 21Q: 3 clusters Score -112763.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112766.593750 Penalty: 694.327820
	Iteration 22Q: 3 clusters Score -112766.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112771.171875 Penalty: 694.327820
	Iteration 23Q: 3 clusters Score -112771.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -112772.507812 Penalty: 694.327820
	Iteration 24Q: 3 clusters Score -112772.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -112775.578125 Penalty: 694.327820
	Iteration 25Q: 3 clusters Score -112775.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112779.851562 Penalty: 694.327820
	Iteration 26Q: 3 clusters Score -112779.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112782.054688 Penalty: 694.327820
	Iteration 27Q: 3 clusters Score -112782.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112782.460938 Penalty: 694.327820
	Iteration 28Q: 3 clusters Score -112782.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112782.656250 Penalty: 694.327820
	Iteration 29Q: 3 clusters Score -112782.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -112783.257812 Penalty: 694.327820
	Iteration 30Q: 3 clusters Score -112783.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -112783.656250 Penalty: 694.327820
	Iteration 31Q: 3 clusters Score -112783.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112784.492188 Penalty: 694.327820
	Iteration 32Q: 3 clusters Score -112784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112784.750000 Penalty: 694.327820
	Iteration 33Q: 3 clusters Score -112784.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112784.750000 Penalty: 694.327820
	Iteration 34F: 3 clusters Score -112784.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Entering Unmasked Estep 
Score: -378439.093750 Penalty: 406.971100
	Iteration 0F: 2 clusters Score -378439.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -373313.906250 Penalty: 813.942200
	Iteration 0F: 3 clusters Score -373313.9 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -375406.906250 Penalty: 813.942200
	Iteration 1F: 3 clusters Score -375406.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -375784.281250 Penalty: 813.942200
	Iteration 2F: 3 clusters Score -375784.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -376294.375000 Penalty: 813.942200
	Iteration 3F: 3 clusters Score -376294.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -376944.468750 Penalty: 813.942200
	Iteration 4F: 3 clusters Score -376944.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -377419.625000 Penalty: 813.942200
	Iteration 5F: 3 clusters Score -377419.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -377648.312500 Penalty: 813.942200
	Iteration 6F: 3 clusters Score -377648.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -377745.250000 Penalty: 813.942200
	Iteration 7Q: 3 clusters Score -377745.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -377798.031250 Penalty: 813.942200
	Iteration 8Q: 3 clusters Score -377798 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -377828.812500 Penalty: 813.942200
	Iteration 9Q: 3 clusters Score -377828.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -377850.375000 Penalty: 813.942200
	Iteration 10Q: 3 clusters Score -377850.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -377873.312500 Penalty: 813.942200
	Iteration 11Q: 3 clusters Score -377873.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -377898.312500 Penalty: 813.942200
	Iteration 12Q: 3 clusters Score -377898.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -377919.187500 Penalty: 813.942200
	Iteration 13Q: 3 clusters Score -377919.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -377953.562500 Penalty: 813.942200
	Iteration 14Q: 3 clusters Score -377953.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -377994.468750 Penalty: 813.942200
	Iteration 15Q: 3 clusters Score -377994.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -378054.781250 Penalty: 813.942200
	Iteration 16Q: 3 clusters Score -378054.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -378085.750000 Penalty: 813.942200
	Iteration 17Q: 3 clusters Score -378085.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -378111.000000 Penalty: 813.942200
	Iteration 18Q: 3 clusters Score -378111 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -378127.781250 Penalty: 813.942200
	Iteration 19Q: 3 clusters Score -378127.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -378140.312500 Penalty: 813.942200
	Iteration 20F: 3 clusters Score -378140.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -378148.187500 Penalty: 813.942200
	Iteration 21Q: 3 clusters Score -378148.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -378154.000000 Penalty: 813.942200
	Iteration 22Q: 3 clusters Score -378154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -378159.156250 Penalty: 813.942200
	Iteration 23Q: 3 clusters Score -378159.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -378165.750000 Penalty: 813.942200
	Iteration 24Q: 3 clusters Score -378165.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -378170.718750 Penalty: 813.942200
	Iteration 25Q: 3 clusters Score -378170.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -378175.000000 Penalty: 813.942200
	Iteration 26Q: 3 clusters Score -378175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -378177.906250 Penalty: 813.942200
	Iteration 27Q: 3 clusters Score -378177.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -378179.718750 Penalty: 813.942200
	Iteration 28Q: 3 clusters Score -378179.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -378180.750000 Penalty: 813.942200
	Iteration 29Q: 3 clusters Score -378180.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -378183.312500 Penalty: 813.942200
	Iteration 30Q: 3 clusters Score -378183.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -378185.281250 Penalty: 813.942200
	Iteration 31Q: 3 clusters Score -378185.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -378186.843750 Penalty: 813.942200
	Iteration 32Q: 3 clusters Score -378186.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -378192.468750 Penalty: 813.942200
	Iteration 33Q: 3 clusters Score -378192.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -378195.718750 Penalty: 813.942200
	Iteration 34Q: 3 clusters Score -378195.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -378198.406250 Penalty: 813.942200
	Iteration 35Q: 3 clusters Score -378198.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -378200.093750 Penalty: 813.942200
	Iteration 36Q: 3 clusters Score -378200.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -378201.218750 Penalty: 813.942200
	Iteration 37Q: 3 clusters Score -378201.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -378204.406250 Penalty: 813.942200
	Iteration 38Q: 3 clusters Score -378204.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -378208.531250 Penalty: 813.942200
	Iteration 39Q: 3 clusters Score -378208.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -378211.531250 Penalty: 813.942200
	Iteration 40F: 3 clusters Score -378211.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -378217.718750 Penalty: 813.942200
	Iteration 41Q: 3 clusters Score -378217.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -378224.531250 Penalty: 813.942200
	Iteration 42Q: 3 clusters Score -378224.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -378229.250000 Penalty: 813.942200
	Iteration 43Q: 3 clusters Score -378229.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -378235.218750 Penalty: 813.942200
	Iteration 44Q: 3 clusters Score -378235.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -378241.468750 Penalty: 813.942200
	Iteration 45Q: 3 clusters Score -378241.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -378246.281250 Penalty: 813.942200
	Iteration 46Q: 3 clusters Score -378246.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -378249.531250 Penalty: 813.942200
	Iteration 47Q: 3 clusters Score -378249.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -378252.093750 Penalty: 813.942200
	Iteration 48Q: 3 clusters Score -378252.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -378253.531250 Penalty: 813.942200
	Iteration 49Q: 3 clusters Score -378253.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -378254.812500 Penalty: 813.942200
	Iteration 50Q: 3 clusters Score -378254.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -378256.062500 Penalty: 813.942200
	Iteration 51Q: 3 clusters Score -378256.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -378257.187500 Penalty: 813.942200
	Iteration 52Q: 3 clusters Score -378257.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -378258.468750 Penalty: 813.942200
	Iteration 53Q: 3 clusters Score -378258.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -378259.437500 Penalty: 813.942200
	Iteration 54Q: 3 clusters Score -378259.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -378260.968750 Penalty: 813.942200
	Iteration 55Q: 3 clusters Score -378261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -378261.125000 Penalty: 813.942200
	Iteration 56Q: 3 clusters Score -378261.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -378261.437500 Penalty: 813.942200
	Iteration 57Q: 3 clusters Score -378261.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -378260.750000 Penalty: 813.942200
	Iteration 58Q: 3 clusters Score -378260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -378261.218750 Penalty: 813.942200
	Iteration 59Q: 3 clusters Score -378261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -378261.093750 Penalty: 813.942200
	Iteration 60F: 3 clusters Score -378261.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -378260.875000 Penalty: 813.942200
	Iteration 61Q: 3 clusters Score -378260.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -378261.187500 Penalty: 813.942200
	Iteration 62Q: 3 clusters Score -378261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -378261.125000 Penalty: 813.942200
	Iteration 63Q: 3 clusters Score -378261.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -378262.625000 Penalty: 813.942200
	Iteration 64Q: 3 clusters Score -378262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -378262.625000 Penalty: 813.942200
	Iteration 65Q: 3 clusters Score -378262.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -378263.843750 Penalty: 813.942200
	Iteration 66Q: 3 clusters Score -378263.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -378264.218750 Penalty: 813.942200
	Iteration 67Q: 3 clusters Score -378264.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -378263.250000 Penalty: 813.942200
	Iteration 68Q: 3 clusters Score -378263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -378263.968750 Penalty: 813.942200
	Iteration 69Q: 3 clusters Score -378264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -378264.562500 Penalty: 813.942200
	Iteration 70Q: 3 clusters Score -378264.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -378264.687500 Penalty: 813.942200
	Iteration 71Q: 3 clusters Score -378264.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -378264.406250 Penalty: 813.942200
	Iteration 72Q: 3 clusters Score -378264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -378264.843750 Penalty: 813.942200
	Iteration 73Q: 3 clusters Score -378264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -378264.656250 Penalty: 813.942200
	Iteration 74Q: 3 clusters Score -378264.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -378264.718750 Penalty: 813.942200
	Iteration 75Q: 3 clusters Score -378264.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -378264.250000 Penalty: 813.942200
	Iteration 76Q: 3 clusters Score -378264.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -378264.125000 Penalty: 813.942200
	Iteration 77Q: 3 clusters Score -378264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -378264.531250 Penalty: 813.942200
	Iteration 78Q: 3 clusters Score -378264.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -378265.062500 Penalty: 813.942200
	Iteration 79Q: 3 clusters Score -378265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -378264.937500 Penalty: 813.942200
	Iteration 80F: 3 clusters Score -378264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -378265.125000 Penalty: 813.942200
	Iteration 81Q: 3 clusters Score -378265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -378266.000000 Penalty: 813.942200
	Iteration 82Q: 3 clusters Score -378266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -378266.500000 Penalty: 813.942200
	Iteration 83Q: 3 clusters Score -378266.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -378266.500000 Penalty: 813.942200
	Iteration 84F: 3 clusters Score -378266.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -14627.034180 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -14627.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14270.462891 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -14270.46 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14377.646484 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -14377.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14401.869141 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -14401.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -14404.195312 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -14404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14409.454102 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -14409.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14410.619141 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -14410.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14411.908203 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -14411.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14413.663086 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -14413.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -14414.887695 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -14414.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -14416.357422 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -14416.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14417.730469 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -14417.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14418.567383 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -14418.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14418.567383 Penalty: 525.201111
	Iteration 12F: 3 clusters Score -14418.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Entering Unmasked Estep 
Score: -2609034.250000 Penalty: 489.834625
	Iteration 0F: 2 clusters Score -2609034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2577349.750000 Penalty: 979.669250
	Iteration 0F: 3 clusters Score -2577350 nChanged 22837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -2592300.000000 Penalty: 979.669250
	Iteration 1F: 3 clusters Score -2592300 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2594143.750000 Penalty: 979.669250
	Iteration 2F: 3 clusters Score -2594144 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2596485.000000 Penalty: 979.669250
	Iteration 3F: 3 clusters Score -2596485 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2598966.000000 Penalty: 979.669250
	Iteration 4F: 3 clusters Score -2598966 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2600949.000000 Penalty: 979.669250
	Iteration 5F: 3 clusters Score -2600949 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2602074.750000 Penalty: 979.669250
	Iteration 6Q: 3 clusters Score -2602075 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2602503.750000 Penalty: 979.669250
	Iteration 7Q: 3 clusters Score -2602504 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2602709.500000 Penalty: 979.669250
	Iteration 8Q: 3 clusters Score -2602710 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2602849.250000 Penalty: 979.669250
	Iteration 9Q: 3 clusters Score -2602849 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2602955.750000 Penalty: 979.669250
	Iteration 10Q: 3 clusters Score -2602956 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2603081.000000 Penalty: 979.669250
	Iteration 11Q: 3 clusters Score -2603081 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2603210.000000 Penalty: 979.669250
	Iteration 12Q: 3 clusters Score -2603210 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2603329.000000 Penalty: 979.669250
	Iteration 13Q: 3 clusters Score -2603329 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2603423.250000 Penalty: 979.669250
	Iteration 14Q: 3 clusters Score -2603423 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2603490.750000 Penalty: 979.669250
	Iteration 15Q: 3 clusters Score -2603491 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2603551.000000 Penalty: 979.669250
	Iteration 16Q: 3 clusters Score -2603551 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2603633.000000 Penalty: 979.669250
	Iteration 17Q: 3 clusters Score -2603633 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2603705.250000 Penalty: 979.669250
	Iteration 18Q: 3 clusters Score -2603705 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2603768.750000 Penalty: 979.669250
	Iteration 19Q: 3 clusters Score -2603769 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2603839.000000 Penalty: 979.669250
	Iteration 20F: 3 clusters Score -2603839 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2603889.500000 Penalty: 979.669250
	Iteration 21Q: 3 clusters Score -2603890 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2603951.500000 Penalty: 979.669250
	Iteration 22Q: 3 clusters Score -2603952 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2604044.750000 Penalty: 979.669250
	Iteration 23Q: 3 clusters Score -2604045 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2604139.000000 Penalty: 979.669250
	Iteration 24Q: 3 clusters Score -2604139 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2604211.000000 Penalty: 979.669250
	Iteration 25Q: 3 clusters Score -2604211 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2604295.000000 Penalty: 979.669250
	Iteration 26Q: 3 clusters Score -2604295 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2604379.750000 Penalty: 979.669250
	Iteration 27Q: 3 clusters Score -2604380 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2604463.250000 Penalty: 979.669250
	Iteration 28Q: 3 clusters Score -2604463 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2604557.250000 Penalty: 979.669250
	Iteration 29Q: 3 clusters Score -2604557 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2604661.750000 Penalty: 979.669250
	Iteration 30Q: 3 clusters Score -2604662 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2604766.750000 Penalty: 979.669250
	Iteration 31Q: 3 clusters Score -2604767 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2604866.750000 Penalty: 979.669250
	Iteration 32Q: 3 clusters Score -2604867 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2605001.000000 Penalty: 979.669250
	Iteration 33Q: 3 clusters Score -2605001 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2605161.500000 Penalty: 979.669250
	Iteration 34Q: 3 clusters Score -2605162 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2605316.250000 Penalty: 979.669250
	Iteration 35Q: 3 clusters Score -2605316 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2605457.250000 Penalty: 979.669250
	Iteration 36Q: 3 clusters Score -2605457 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2605626.000000 Penalty: 979.669250
	Iteration 37Q: 3 clusters Score -2605626 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2605818.000000 Penalty: 979.669250
	Iteration 38Q: 3 clusters Score -2605818 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2606007.000000 Penalty: 979.669250
	Iteration 39Q: 3 clusters Score -2606007 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2606246.250000 Penalty: 979.669250
	Iteration 40F: 3 clusters Score -2606246 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2606467.500000 Penalty: 979.669250
	Iteration 41Q: 3 clusters Score -2606468 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2606671.000000 Penalty: 979.669250
	Iteration 42Q: 3 clusters Score -2606671 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2606890.750000 Penalty: 979.669250
	Iteration 43Q: 3 clusters Score -2606891 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2607095.750000 Penalty: 979.669250
	Iteration 44Q: 3 clusters Score -2607096 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2607278.250000 Penalty: 979.669250
	Iteration 45Q: 3 clusters Score -2607278 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2607476.000000 Penalty: 979.669250
	Iteration 46Q: 3 clusters Score -2607476 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2607659.000000 Penalty: 979.669250
	Iteration 47Q: 3 clusters Score -2607659 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2607815.500000 Penalty: 979.669250
	Iteration 48Q: 3 clusters Score -2607816 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2607969.000000 Penalty: 979.669250
	Iteration 49Q: 3 clusters Score -2607969 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2608092.500000 Penalty: 979.669250
	Iteration 50Q: 3 clusters Score -2608092 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2608189.250000 Penalty: 979.669250
	Iteration 51Q: 3 clusters Score -2608189 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2608265.000000 Penalty: 979.669250
	Iteration 52Q: 3 clusters Score -2608265 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2608320.500000 Penalty: 979.669250
	Iteration 53Q: 3 clusters Score -2608320 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2608383.500000 Penalty: 979.669250
	Iteration 54Q: 3 clusters Score -2608384 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2608434.000000 Penalty: 979.669250
	Iteration 55Q: 3 clusters Score -2608434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2608466.000000 Penalty: 979.669250
	Iteration 56Q: 3 clusters Score -2608466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2608487.000000 Penalty: 979.669250
	Iteration 57Q: 3 clusters Score -2608487 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2608520.000000 Penalty: 979.669250
	Iteration 58Q: 3 clusters Score -2608520 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2608543.750000 Penalty: 979.669250
	Iteration 59Q: 3 clusters Score -2608544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2608563.750000 Penalty: 979.669250
	Iteration 60F: 3 clusters Score -2608564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2608580.500000 Penalty: 979.669250
	Iteration 61Q: 3 clusters Score -2608580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2608594.000000 Penalty: 979.669250
	Iteration 62Q: 3 clusters Score -2608594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2608596.000000 Penalty: 979.669250
	Iteration 63Q: 3 clusters Score -2608596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2608607.250000 Penalty: 979.669250
	Iteration 64Q: 3 clusters Score -2608607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2608612.250000 Penalty: 979.669250
	Iteration 65Q: 3 clusters Score -2608612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2608617.500000 Penalty: 979.669250
	Iteration 66Q: 3 clusters Score -2608618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2608623.500000 Penalty: 979.669250
	Iteration 67Q: 3 clusters Score -2608624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2608628.250000 Penalty: 979.669250
	Iteration 68Q: 3 clusters Score -2608628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2608628.000000 Penalty: 979.669250
	Iteration 69Q: 3 clusters Score -2608628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2608631.000000 Penalty: 979.669250
	Iteration 70Q: 3 clusters Score -2608631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2608629.750000 Penalty: 979.669250
	Iteration 71Q: 3 clusters Score -2608630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2608628.750000 Penalty: 979.669250
	Iteration 72Q: 3 clusters Score -2608629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2608629.500000 Penalty: 979.669250
	Iteration 73Q: 3 clusters Score -2608630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2608628.750000 Penalty: 979.669250
	Iteration 74Q: 3 clusters Score -2608629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2608628.750000 Penalty: 979.669250
	Iteration 75F: 3 clusters Score -2608629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -27105.609375 Penalty: 284.109589
	Iteration 0F: 2 clusters Score -27105.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26617.710938 Penalty: 568.219177
	Iteration 0F: 3 clusters Score -26617.71 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26750.708984 Penalty: 568.219177
	Iteration 1F: 3 clusters Score -26750.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26801.990234 Penalty: 568.219177
	Iteration 2F: 3 clusters Score -26801.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26818.398438 Penalty: 568.219177
	Iteration 3Q: 3 clusters Score -26818.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26823.810547 Penalty: 568.219177
	Iteration 4Q: 3 clusters Score -26823.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26827.224609 Penalty: 568.219177
	Iteration 5Q: 3 clusters Score -26827.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26831.410156 Penalty: 568.219177
	Iteration 6Q: 3 clusters Score -26831.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26839.798828 Penalty: 568.219177
	Iteration 7Q: 3 clusters Score -26839.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26848.916016 Penalty: 568.219177
	Iteration 8Q: 3 clusters Score -26848.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26853.324219 Penalty: 568.219177
	Iteration 9Q: 3 clusters Score -26853.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26857.179688 Penalty: 568.219177
	Iteration 10Q: 3 clusters Score -26857.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26859.443359 Penalty: 568.219177
	Iteration 11Q: 3 clusters Score -26859.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26862.515625 Penalty: 568.219177
	Iteration 12Q: 3 clusters Score -26862.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26865.802734 Penalty: 568.219177
	Iteration 13Q: 3 clusters Score -26865.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26867.410156 Penalty: 568.219177
	Iteration 14Q: 3 clusters Score -26867.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26869.335938 Penalty: 568.219177
	Iteration 15Q: 3 clusters Score -26869.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26870.201172 Penalty: 568.219177
	Iteration 16Q: 3 clusters Score -26870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26870.541016 Penalty: 568.219177
	Iteration 17Q: 3 clusters Score -26870.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26870.939453 Penalty: 568.219177
	Iteration 18Q: 3 clusters Score -26870.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26871.312500 Penalty: 568.219177
	Iteration 19Q: 3 clusters Score -26871.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26871.660156 Penalty: 568.219177
	Iteration 20F: 3 clusters Score -26871.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (116961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116961 members 
Entering Unmasked Estep 
Score: -6319536.000000 Penalty: 530.966614
	Iteration 0F: 2 clusters Score -6319536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -6240519.500000 Penalty: 1061.933228
	Iteration 0F: 3 clusters Score -6240520 nChanged 57364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -6277173.000000 Penalty: 1061.933228
	Iteration 1F: 3 clusters Score -6277173 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 63876 members 
Entering Unmasked Estep 
Score: -6278986.500000 Penalty: 1061.933228
	Iteration 2Q: 3 clusters Score -6278986 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -6281218.000000 Penalty: 1061.933228
	Iteration 3Q: 3 clusters Score -6281218 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -6284033.500000 Penalty: 1061.933228
	Iteration 4Q: 3 clusters Score -6284034 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 71042 members 
Entering Unmasked Estep 
Score: -6288170.500000 Penalty: 1061.933228
	Iteration 5F: 3 clusters Score -6288170 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 73814 members 
Entering Unmasked Estep 
Score: -6293682.500000 Penalty: 1061.933228
	Iteration 6F: 3 clusters Score -6293682 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 76226 members 
Entering Unmasked Estep 
Score: -6299704.000000 Penalty: 1061.933228
	Iteration 7F: 3 clusters Score -6299704 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -6303650.500000 Penalty: 1061.933228
	Iteration 8F: 3 clusters Score -6303650 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -6305326.000000 Penalty: 1061.933228
	Iteration 9Q: 3 clusters Score -6305326 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 81185 members 
Entering Unmasked Estep 
Score: -6306293.500000 Penalty: 1061.933228
	Iteration 10Q: 3 clusters Score -6306294 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -6307071.500000 Penalty: 1061.933228
	Iteration 11Q: 3 clusters Score -6307072 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -6307961.500000 Penalty: 1061.933228
	Iteration 12Q: 3 clusters Score -6307962 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -6308780.500000 Penalty: 1061.933228
	Iteration 13Q: 3 clusters Score -6308780 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -6309652.500000 Penalty: 1061.933228
	Iteration 14Q: 3 clusters Score -6309652 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
Score: -6310502.500000 Penalty: 1061.933228
	Iteration 15Q: 3 clusters Score -6310502 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 89485 members 
Entering Unmasked Estep 
Score: -6311369.000000 Penalty: 1061.933228
	Iteration 16Q: 3 clusters Score -6311369 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 90592 members 
Entering Unmasked Estep 
Score: -6312157.500000 Penalty: 1061.933228
	Iteration 17Q: 3 clusters Score -6312158 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 91620 members 
Entering Unmasked Estep 
Score: -6312807.500000 Penalty: 1061.933228
	Iteration 18Q: 3 clusters Score -6312808 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 92573 members 
Entering Unmasked Estep 
Score: -6313337.500000 Penalty: 1061.933228
	Iteration 19Q: 3 clusters Score -6313338 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -6313868.000000 Penalty: 1061.933228
	Iteration 20F: 3 clusters Score -6313868 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -6314358.500000 Penalty: 1061.933228
	Iteration 21Q: 3 clusters Score -6314358 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 95275 members 
Entering Unmasked Estep 
Score: -6314754.000000 Penalty: 1061.933228
	Iteration 22Q: 3 clusters Score -6314754 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 96131 members 
Entering Unmasked Estep 
Score: -6315078.500000 Penalty: 1061.933228
	Iteration 23Q: 3 clusters Score -6315078 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 96944 members 
Entering Unmasked Estep 
Score: -6315361.000000 Penalty: 1061.933228
	Iteration 24Q: 3 clusters Score -6315361 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 97745 members 
Entering Unmasked Estep 
Score: -6315615.500000 Penalty: 1061.933228
	Iteration 25Q: 3 clusters Score -6315616 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 98492 members 
Entering Unmasked Estep 
Score: -6315827.500000 Penalty: 1061.933228
	Iteration 26Q: 3 clusters Score -6315828 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 99238 members 
Entering Unmasked Estep 
Score: -6316016.500000 Penalty: 1061.933228
	Iteration 27Q: 3 clusters Score -6316016 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 99947 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6316162 nChanged 645
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 100590 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6316418 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 101902 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 102552 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6316717 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 103155 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6316874 nChanged 570
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 103725 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6317020 nChanged 523
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Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 104248 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6317120 nChanged 477
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Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 104725 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6317212 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 105178 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6317336 nChanged 438
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Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 105616 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6317404 nChanged 440
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Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 106056 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6317461 nChanged 403
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Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 106459 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6317534 nChanged 396
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Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 106855 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 107257 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6317704 nChanged 397
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Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 107654 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6317786 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 108005 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6317828 nChanged 366
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 108371 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6317890 nChanged 334
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Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 108705 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6317939 nChanged 314
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 109019 members 
Entering Unmasked Estep 
Score: -6318024.500000 Penalty: 1061.933228
	Iteration 47Q: 3 clusters Score -6318024 nChanged 322
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 109341 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6318099 nChanged 275
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 109616 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6318128 nChanged 262
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 109878 members 
Entering Unmasked Estep 
Score: -6318161.000000 Penalty: 1061.933228
	Iteration 50Q: 3 clusters Score -6318161 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 110128 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6318216 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 110338 members 
Entering Unmasked Estep 
Score: -6318231.500000 Penalty: 1061.933228
	Iteration 52Q: 3 clusters Score -6318232 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 110537 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6318255 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 110715 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6318264 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 110877 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6318300 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 111049 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6318302 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 111193 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6318330 nChanged 134
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Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 111327 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6318339 nChanged 118
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Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 111445 members 
Entering Unmasked Estep 
Score: -6318355.500000 Penalty: 1061.933228
	Iteration 59Q: 3 clusters Score -6318356 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 111567 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6318380 nChanged 134
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Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 111701 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6318376 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 111830 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6318381 nChanged 129
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Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 111959 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6318382 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 112095 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6318398 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 112218 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6318412 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 112349 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6318436 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 112470 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6318472 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 112598 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6318497 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 112725 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6318526 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 112838 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6318552 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 112961 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6318564 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 113088 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6318596 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 113217 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6318616 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 113328 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6318642 nChanged 90
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Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 113418 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6318654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 113490 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6318670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 113566 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6318698 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 113633 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6318716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 113688 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6318710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 113737 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6318704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 113781 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6318710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 113822 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6318718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 113867 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6318747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 113913 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6318746 nChanged 43
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Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 113956 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6318738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 114004 members 
Entering Unmasked Estep 
Score: -6318751.500000 Penalty: 1061.933228
	Iteration 86Q: 3 clusters Score -6318752 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 114054 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6318748 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 114096 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6318746 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 114137 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6318746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 114167 members 
Entering Unmasked Estep 
Score: -6318756.500000 Penalty: 1061.933228
	Iteration 90Q: 3 clusters Score -6318756 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 114204 members 
Entering Unmasked Estep 
Score: -6318743.000000 Penalty: 1061.933228
	Iteration 91Q: 3 clusters Score -6318743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 114230 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6318744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 114259 members 
Entering Unmasked Estep 
Score: -6318740.500000 Penalty: 1061.933228
	Iteration 93Q: 3 clusters Score -6318740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 114288 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6318747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 114318 members 
Entering Unmasked Estep 
Score: -6318753.500000 Penalty: 1061.933228
	Iteration 95Q: 3 clusters Score -6318754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 114350 members 
Entering Unmasked Estep 
Score: -6318766.000000 Penalty: 1061.933228
	Iteration 96Q: 3 clusters Score -6318766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 114374 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6318766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 114407 members 
Entering Unmasked Estep 
Score: -6318779.000000 Penalty: 1061.933228
	Iteration 98Q: 3 clusters Score -6318779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 114442 members 
Entering Unmasked Estep 
Score: -6318792.000000 Penalty: 1061.933228
	Iteration 99Q: 3 clusters Score -6318792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 114481 members 
Entering Unmasked Estep 
Score: -6318788.000000 Penalty: 1061.933228
	Iteration 100F: 3 clusters Score -6318788 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 114520 members 
Entering Unmasked Estep 
Score: -6318791.500000 Penalty: 1061.933228
	Iteration 101Q: 3 clusters Score -6318792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 114549 members 
Entering Unmasked Estep 
Score: -6318794.500000 Penalty: 1061.933228
	Iteration 102Q: 3 clusters Score -6318794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 114584 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6318800 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 114621 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6318809 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 114658 members 
Entering Unmasked Estep 
Score: -6318830.000000 Penalty: 1061.933228
	Iteration 105Q: 3 clusters Score -6318830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 114699 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6318825 nChanged 37
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Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 114736 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6318836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 114767 members 
Entering Unmasked Estep 
Score: -6318828.500000 Penalty: 1061.933228
	Iteration 108Q: 3 clusters Score -6318828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 114799 members 
Entering Unmasked Estep 
Score: -6318841.000000 Penalty: 1061.933228
	Iteration 109Q: 3 clusters Score -6318841 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 114824 members 
Entering Unmasked Estep 
Score: -6318844.000000 Penalty: 1061.933228
	Iteration 110Q: 3 clusters Score -6318844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 114847 members 
Entering Unmasked Estep 
Score: -6318854.500000 Penalty: 1061.933228
	Iteration 111Q: 3 clusters Score -6318854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 114868 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6318863 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 114895 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6318868 nChanged 33
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Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 114928 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6318870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 114951 members 
Entering Unmasked Estep 
Score: -6318881.000000 Penalty: 1061.933228
	Iteration 115Q: 3 clusters Score -6318881 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 114975 members 
Entering Unmasked Estep 
Score: -6318877.500000 Penalty: 1061.933228
	Iteration 116Q: 3 clusters Score -6318878 nChanged 22
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Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 114993 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6318870 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 115007 members 
Entering Unmasked Estep 
Score: -6318864.500000 Penalty: 1061.933228
	Iteration 118Q: 3 clusters Score -6318864 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 115021 members 
Entering Unmasked Estep 
Score: -6318868.500000 Penalty: 1061.933228
	Iteration 119Q: 3 clusters Score -6318868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 115024 members 
Entering Unmasked Estep 
Score: -6318859.500000 Penalty: 1061.933228
	Iteration 120F: 3 clusters Score -6318860 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 115031 members 
Entering Unmasked Estep 
Score: -6318868.000000 Penalty: 1061.933228
	Iteration 121Q: 3 clusters Score -6318868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 115038 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6318872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -6318868.000000 Penalty: 1061.933228
	Iteration 123Q: 3 clusters Score -6318868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 115057 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6318870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 115069 members 
Entering Unmasked Estep 
Score: -6318871.000000 Penalty: 1061.933228
	Iteration 125Q: 3 clusters Score -6318871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 115079 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6318867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 115087 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6318858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 115097 members 
Entering Unmasked Estep 
Score: -6318864.500000 Penalty: 1061.933228
	Iteration 128Q: 3 clusters Score -6318864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 115108 members 
Entering Unmasked Estep 
Score: -6318855.000000 Penalty: 1061.933228
	Iteration 129Q: 3 clusters Score -6318855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 115117 members 
Entering Unmasked Estep 
Score: -6318852.000000 Penalty: 1061.933228
	Iteration 130Q: 3 clusters Score -6318852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 115125 members 
Entering Unmasked Estep 
Score: -6318855.500000 Penalty: 1061.933228
	Iteration 131Q: 3 clusters Score -6318856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 115138 members 
Entering Unmasked Estep 
Score: -6318847.000000 Penalty: 1061.933228
	Iteration 132Q: 3 clusters Score -6318847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 115148 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6318848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 115159 members 
Entering Unmasked Estep 
Score: -6318844.500000 Penalty: 1061.933228
	Iteration 134Q: 3 clusters Score -6318844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 115172 members 
Entering Unmasked Estep 
Score: -6318852.500000 Penalty: 1061.933228
	Iteration 135Q: 3 clusters Score -6318852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 115183 members 
Entering Unmasked Estep 
Score: -6318850.500000 Penalty: 1061.933228
	Iteration 136Q: 3 clusters Score -6318850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 115204 members 
Entering Unmasked Estep 
Score: -6318856.500000 Penalty: 1061.933228
	Iteration 137Q: 3 clusters Score -6318856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 115224 members 
Entering Unmasked Estep 
Score: -6318853.500000 Penalty: 1061.933228
	Iteration 138Q: 3 clusters Score -6318854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 115244 members 
Entering Unmasked Estep 
Score: -6318857.000000 Penalty: 1061.933228
	Iteration 139Q: 3 clusters Score -6318857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 115265 members 
Entering Unmasked Estep 
Score: -6318865.000000 Penalty: 1061.933228
	Iteration 140F: 3 clusters Score -6318865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 115281 members 
Entering Unmasked Estep 
Score: -6318866.500000 Penalty: 1061.933228
	Iteration 141Q: 3 clusters Score -6318866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 115292 members 
Entering Unmasked Estep 
Score: -6318868.000000 Penalty: 1061.933228
	Iteration 142Q: 3 clusters Score -6318868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 115301 members 
Entering Unmasked Estep 
Score: -6318870.000000 Penalty: 1061.933228
	Iteration 143Q: 3 clusters Score -6318870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 115312 members 
Entering Unmasked Estep 
Score: -6318864.000000 Penalty: 1061.933228
	Iteration 144Q: 3 clusters Score -6318864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 115323 members 
Entering Unmasked Estep 
Score: -6318859.500000 Penalty: 1061.933228
	Iteration 145Q: 3 clusters Score -6318860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 115338 members 
Entering Unmasked Estep 
Score: -6318863.000000 Penalty: 1061.933228
	Iteration 146Q: 3 clusters Score -6318863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 115359 members 
Entering Unmasked Estep 
Score: -6318872.000000 Penalty: 1061.933228
	Iteration 147Q: 3 clusters Score -6318872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 115381 members 
Entering Unmasked Estep 
Score: -6318874.500000 Penalty: 1061.933228
	Iteration 148Q: 3 clusters Score -6318874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 115405 members 
Entering Unmasked Estep 
Score: -6318877.000000 Penalty: 1061.933228
	Iteration 149Q: 3 clusters Score -6318877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 115425 members 
Entering Unmasked Estep 
Score: -6318885.000000 Penalty: 1061.933228
	Iteration 150Q: 3 clusters Score -6318885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 115447 members 
Entering Unmasked Estep 
Score: -6318895.000000 Penalty: 1061.933228
	Iteration 151Q: 3 clusters Score -6318895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 115472 members 
Entering Unmasked Estep 
Score: -6318887.500000 Penalty: 1061.933228
	Iteration 152Q: 3 clusters Score -6318888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 115497 members 
Entering Unmasked Estep 
Score: -6318896.000000 Penalty: 1061.933228
	Iteration 153Q: 3 clusters Score -6318896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 115522 members 
Entering Unmasked Estep 
Score: -6318893.000000 Penalty: 1061.933228
	Iteration 154Q: 3 clusters Score -6318893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 115543 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6318896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 115561 members 
Entering Unmasked Estep 
Score: -6318907.000000 Penalty: 1061.933228
	Iteration 156Q: 3 clusters Score -6318907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 115575 members 
Entering Unmasked Estep 
Score: -6318911.500000 Penalty: 1061.933228
	Iteration 157Q: 3 clusters Score -6318912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 115592 members 
Entering Unmasked Estep 
Score: -6318913.000000 Penalty: 1061.933228
	Iteration 158Q: 3 clusters Score -6318913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 115608 members 
Entering Unmasked Estep 
Score: -6318915.500000 Penalty: 1061.933228
	Iteration 159Q: 3 clusters Score -6318916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 115626 members 
Entering Unmasked Estep 
Score: -6318914.000000 Penalty: 1061.933228
	Iteration 160F: 3 clusters Score -6318914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 115640 members 
Entering Unmasked Estep 
Score: -6318913.500000 Penalty: 1061.933228
	Iteration 161Q: 3 clusters Score -6318914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 115660 members 
Entering Unmasked Estep 
Score: -6318924.000000 Penalty: 1061.933228
	Iteration 162Q: 3 clusters Score -6318924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 115684 members 
Entering Unmasked Estep 
Score: -6318921.000000 Penalty: 1061.933228
	Iteration 163Q: 3 clusters Score -6318921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 115703 members 
Entering Unmasked Estep 
Score: -6318919.000000 Penalty: 1061.933228
	Iteration 164Q: 3 clusters Score -6318919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 115724 members 
Entering Unmasked Estep 
Score: -6318915.000000 Penalty: 1061.933228
	Iteration 165Q: 3 clusters Score -6318915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 115739 members 
Entering Unmasked Estep 
Score: -6318917.500000 Penalty: 1061.933228
	Iteration 166Q: 3 clusters Score -6318918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 115760 members 
Entering Unmasked Estep 
Score: -6318922.000000 Penalty: 1061.933228
	Iteration 167Q: 3 clusters Score -6318922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 115783 members 
Entering Unmasked Estep 
Score: -6318918.000000 Penalty: 1061.933228
	Iteration 168Q: 3 clusters Score -6318918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 115802 members 
Entering Unmasked Estep 
Score: -6318918.500000 Penalty: 1061.933228
	Iteration 169Q: 3 clusters Score -6318918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 115818 members 
Entering Unmasked Estep 
Score: -6318922.000000 Penalty: 1061.933228
	Iteration 170Q: 3 clusters Score -6318922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 115834 members 
Entering Unmasked Estep 
Score: -6318929.500000 Penalty: 1061.933228
	Iteration 171Q: 3 clusters Score -6318930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 115843 members 
Entering Unmasked Estep 
Score: -6318932.500000 Penalty: 1061.933228
	Iteration 172Q: 3 clusters Score -6318932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 115850 members 
Entering Unmasked Estep 
Score: -6318929.500000 Penalty: 1061.933228
	Iteration 173Q: 3 clusters Score -6318930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 115856 members 
Entering Unmasked Estep 
Score: -6318926.000000 Penalty: 1061.933228
	Iteration 174Q: 3 clusters Score -6318926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 115863 members 
Entering Unmasked Estep 
Score: -6318932.000000 Penalty: 1061.933228
	Iteration 175Q: 3 clusters Score -6318932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 115869 members 
Entering Unmasked Estep 
Score: -6318932.000000 Penalty: 1061.933228
	Iteration 176Q: 3 clusters Score -6318932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 115876 members 
Entering Unmasked Estep 
Score: -6318930.000000 Penalty: 1061.933228
	Iteration 177Q: 3 clusters Score -6318930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 115879 members 
Entering Unmasked Estep 
Score: -6318933.000000 Penalty: 1061.933228
	Iteration 178Q: 3 clusters Score -6318933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 115884 members 
Entering Unmasked Estep 
Score: -6318933.000000 Penalty: 1061.933228
	Iteration 179Q: 3 clusters Score -6318933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 115892 members 
Entering Unmasked Estep 
Score: -6318945.500000 Penalty: 1061.933228
	Iteration 180F: 3 clusters Score -6318946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 115898 members 
Entering Unmasked Estep 
Score: -6318945.000000 Penalty: 1061.933228
	Iteration 181Q: 3 clusters Score -6318945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 115904 members 
Entering Unmasked Estep 
Score: -6318947.000000 Penalty: 1061.933228
	Iteration 182Q: 3 clusters Score -6318947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 115918 members 
Entering Unmasked Estep 
Score: -6318950.500000 Penalty: 1061.933228
	Iteration 183Q: 3 clusters Score -6318950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 115931 members 
Entering Unmasked Estep 
Score: -6318954.500000 Penalty: 1061.933228
	Iteration 184Q: 3 clusters Score -6318954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 115943 members 
Entering Unmasked Estep 
Score: -6318953.000000 Penalty: 1061.933228
	Iteration 185Q: 3 clusters Score -6318953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 115951 members 
Entering Unmasked Estep 
Score: -6318959.500000 Penalty: 1061.933228
	Iteration 186Q: 3 clusters Score -6318960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 115959 members 
Entering Unmasked Estep 
Score: -6318968.000000 Penalty: 1061.933228
	Iteration 187Q: 3 clusters Score -6318968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 115967 members 
Entering Unmasked Estep 
Score: -6318972.500000 Penalty: 1061.933228
	Iteration 188Q: 3 clusters Score -6318972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 115974 members 
Entering Unmasked Estep 
Score: -6318976.000000 Penalty: 1061.933228
	Iteration 189Q: 3 clusters Score -6318976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 115983 members 
Entering Unmasked Estep 
Score: -6318978.500000 Penalty: 1061.933228
	Iteration 190Q: 3 clusters Score -6318978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 115991 members 
Entering Unmasked Estep 
Score: -6318978.500000 Penalty: 1061.933228
	Iteration 191Q: 3 clusters Score -6318978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 116000 members 
Entering Unmasked Estep 
Score: -6318978.000000 Penalty: 1061.933228
	Iteration 192Q: 3 clusters Score -6318978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 116008 members 
Entering Unmasked Estep 
Score: -6318979.500000 Penalty: 1061.933228
	Iteration 193Q: 3 clusters Score -6318980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 116019 members 
Entering Unmasked Estep 
Score: -6318982.000000 Penalty: 1061.933228
	Iteration 194Q: 3 clusters Score -6318982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 116026 members 
Entering Unmasked Estep 
Score: -6318985.000000 Penalty: 1061.933228
	Iteration 195Q: 3 clusters Score -6318985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 116033 members 
Entering Unmasked Estep 
Score: -6318986.500000 Penalty: 1061.933228
	Iteration 196Q: 3 clusters Score -6318986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 116034 members 
Entering Unmasked Estep 
Score: -6318990.000000 Penalty: 1061.933228
	Iteration 197Q: 3 clusters Score -6318990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 116037 members 
Entering Unmasked Estep 
Score: -6318995.500000 Penalty: 1061.933228
	Iteration 198Q: 3 clusters Score -6318996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 116044 members 
Entering Unmasked Estep 
Score: -6319001.000000 Penalty: 1061.933228
	Iteration 199Q: 3 clusters Score -6319001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 116048 members 
Entering Unmasked Estep 
Score: -6318995.000000 Penalty: 1061.933228
	Iteration 200F: 3 clusters Score -6318995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 116054 members 
Entering Unmasked Estep 
Score: -6319000.000000 Penalty: 1061.933228
	Iteration 201Q: 3 clusters Score -6319000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 116058 members 
Entering Unmasked Estep 
Score: -6319004.500000 Penalty: 1061.933228
	Iteration 202Q: 3 clusters Score -6319004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 116063 members 
Entering Unmasked Estep 
Score: -6318999.500000 Penalty: 1061.933228
	Iteration 203Q: 3 clusters Score -6319000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 116064 members 
Entering Unmasked Estep 
Score: -6318999.500000 Penalty: 1061.933228
	Iteration 204Q: 3 clusters Score -6319000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 116067 members 
Entering Unmasked Estep 
Score: -6319001.500000 Penalty: 1061.933228
	Iteration 205Q: 3 clusters Score -6319002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 116071 members 
Entering Unmasked Estep 
Score: -6319003.000000 Penalty: 1061.933228
	Iteration 206Q: 3 clusters Score -6319003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 116073 members 
Entering Unmasked Estep 
Score: -6319003.000000 Penalty: 1061.933228
	Iteration 207Q: 3 clusters Score -6319003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 116074 members 
Entering Unmasked Estep 
Score: -6319007.500000 Penalty: 1061.933228
	Iteration 208Q: 3 clusters Score -6319008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 116076 members 
Entering Unmasked Estep 
Score: -6319005.500000 Penalty: 1061.933228
	Iteration 209Q: 3 clusters Score -6319006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 116076 members 
Entering Unmasked Estep 
Score: -6319005.500000 Penalty: 1061.933228
	Iteration 210F: 3 clusters Score -6319006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -30257.701172 Penalty: 291.737732
	Iteration 0F: 2 clusters Score -30257.7 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 311 members 
Entering Unmasked Estep 
Score: -29673.916016 Penalty: 583.475464
	Iteration 0F: 3 clusters Score -29673.92 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29840.890625 Penalty: 583.475464
	Iteration 1F: 3 clusters Score -29840.89 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29887.517578 Penalty: 583.475464
	Iteration 2F: 3 clusters Score -29887.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29939.449219 Penalty: 583.475464
	Iteration 3F: 3 clusters Score -29939.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -30041.060547 Penalty: 583.475464
	Iteration 4F: 3 clusters Score -30041.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30068.843750 Penalty: 583.475464
	Iteration 5F: 3 clusters Score -30068.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -30082.875000 Penalty: 583.475464
	Iteration 6Q: 3 clusters Score -30082.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30088.697266 Penalty: 583.475464
	Iteration 7Q: 3 clusters Score -30088.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30093.589844 Penalty: 583.475464
	Iteration 8Q: 3 clusters Score -30093.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -30099.320312 Penalty: 583.475464
	Iteration 9Q: 3 clusters Score -30099.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -30109.222656 Penalty: 583.475464
	Iteration 10Q: 3 clusters Score -30109.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -30114.210938 Penalty: 583.475464
	Iteration 11Q: 3 clusters Score -30114.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -30120.912109 Penalty: 583.475464
	Iteration 12Q: 3 clusters Score -30120.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30125.166016 Penalty: 583.475464
	Iteration 13Q: 3 clusters Score -30125.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30127.214844 Penalty: 583.475464
	Iteration 14Q: 3 clusters Score -30127.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -30128.464844 Penalty: 583.475464
	Iteration 15Q: 3 clusters Score -30128.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30130.136719 Penalty: 583.475464
	Iteration 16Q: 3 clusters Score -30130.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30132.585938 Penalty: 583.475464
	Iteration 17Q: 3 clusters Score -30132.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30135.574219 Penalty: 583.475464
	Iteration 18Q: 3 clusters Score -30135.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30142.914062 Penalty: 583.475464
	Iteration 19Q: 3 clusters Score -30142.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30151.148438 Penalty: 583.475464
	Iteration 20F: 3 clusters Score -30151.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30154.335938 Penalty: 583.475464
	Iteration 21Q: 3 clusters Score -30154.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30156.539062 Penalty: 583.475464
	Iteration 22Q: 3 clusters Score -30156.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -30157.392578 Penalty: 583.475464
	Iteration 23Q: 3 clusters Score -30157.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -30158.998047 Penalty: 583.475464
	Iteration 24Q: 3 clusters Score -30159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -30159.341797 Penalty: 583.475464
	Iteration 25Q: 3 clusters Score -30159.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -30159.650391 Penalty: 583.475464
	Iteration 26Q: 3 clusters Score -30159.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -30159.650391 Penalty: 583.475464
	Iteration 27F: 3 clusters Score -30159.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -40209.554688 Penalty: 308.331055
	Iteration 0F: 2 clusters Score -40209.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39502.664062 Penalty: 616.662109
	Iteration 0F: 3 clusters Score -39502.66 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -39760.085938 Penalty: 616.662109
	Iteration 1F: 3 clusters Score -39760.09 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -39806.500000 Penalty: 616.662109
	Iteration 2F: 3 clusters Score -39806.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -39839.796875 Penalty: 616.662109
	Iteration 3Q: 3 clusters Score -39839.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -39873.750000 Penalty: 616.662109
	Iteration 4Q: 3 clusters Score -39873.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -39898.527344 Penalty: 616.662109
	Iteration 5Q: 3 clusters Score -39898.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -39911.875000 Penalty: 616.662109
	Iteration 6Q: 3 clusters Score -39911.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -39925.644531 Penalty: 616.662109
	Iteration 7Q: 3 clusters Score -39925.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -39935.144531 Penalty: 616.662109
	Iteration 8Q: 3 clusters Score -39935.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -39943.609375 Penalty: 616.662109
	Iteration 9Q: 3 clusters Score -39943.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -39949.917969 Penalty: 616.662109
	Iteration 10Q: 3 clusters Score -39949.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -39951.132812 Penalty: 616.662109
	Iteration 11Q: 3 clusters Score -39951.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -39952.164062 Penalty: 616.662109
	Iteration 12Q: 3 clusters Score -39952.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -39952.253906 Penalty: 616.662109
	Iteration 13Q: 3 clusters Score -39952.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -39952.449219 Penalty: 616.662109
	Iteration 14Q: 3 clusters Score -39952.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -39952.527344 Penalty: 616.662109
	Iteration 15Q: 3 clusters Score -39952.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -39953.078125 Penalty: 616.662109
	Iteration 16Q: 3 clusters Score -39953.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -39953.289062 Penalty: 616.662109
	Iteration 17Q: 3 clusters Score -39953.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -39953.527344 Penalty: 616.662109
	Iteration 18Q: 3 clusters Score -39953.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -39953.964844 Penalty: 616.662109
	Iteration 19Q: 3 clusters Score -39953.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -39954.101562 Penalty: 616.662109
	Iteration 20F: 3 clusters Score -39954.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -21019.783203 Penalty: 276.218567
	Iteration 0F: 2 clusters Score -21019.78 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 223 members 
Entering Unmasked Estep 
Score: -20566.220703 Penalty: 552.437134
	Iteration 0F: 3 clusters Score -20566.22 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20662.449219 Penalty: 552.437134
	Iteration 1F: 3 clusters Score -20662.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20685.763672 Penalty: 552.437134
	Iteration 2F: 3 clusters Score -20685.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20696.978516 Penalty: 552.437134
	Iteration 3Q: 3 clusters Score -20696.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20704.753906 Penalty: 552.437134
	Iteration 4Q: 3 clusters Score -20704.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20712.953125 Penalty: 552.437134
	Iteration 5Q: 3 clusters Score -20712.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20717.730469 Penalty: 552.437134
	Iteration 6Q: 3 clusters Score -20717.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20722.478516 Penalty: 552.437134
	Iteration 7Q: 3 clusters Score -20722.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20725.593750 Penalty: 552.437134
	Iteration 8Q: 3 clusters Score -20725.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20726.343750 Penalty: 552.437134
	Iteration 9Q: 3 clusters Score -20726.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20726.343750 Penalty: 552.437134
	Iteration 10F: 3 clusters Score -20726.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -7354.458008 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -7354.458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7105.128906 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -7105.129 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7163.864746 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -7163.865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7176.428223 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -7176.428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7180.780273 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -7180.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7183.238281 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -7183.238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7183.941406 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -7183.941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7183.941406 Penalty: 468.949554
	Iteration 6F: 3 clusters Score -7183.941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -43075.285156 Penalty: 310.111633
	Iteration 0F: 2 clusters Score -43075.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -42311.855469 Penalty: 620.223267
	Iteration 0F: 3 clusters Score -42311.86 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -42524.359375 Penalty: 620.223267
	Iteration 1F: 3 clusters Score -42524.36 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -42562.050781 Penalty: 620.223267
	Iteration 2F: 3 clusters Score -42562.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -42586.621094 Penalty: 620.223267
	Iteration 3Q: 3 clusters Score -42586.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -42596.562500 Penalty: 620.223267
	Iteration 4Q: 3 clusters Score -42596.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -42610.800781 Penalty: 620.223267
	Iteration 5Q: 3 clusters Score -42610.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -42628.910156 Penalty: 620.223267
	Iteration 6Q: 3 clusters Score -42628.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -42648.667969 Penalty: 620.223267
	Iteration 7Q: 3 clusters Score -42648.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -42659.402344 Penalty: 620.223267
	Iteration 8Q: 3 clusters Score -42659.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42679.574219 Penalty: 620.223267
	Iteration 9Q: 3 clusters Score -42679.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42708.363281 Penalty: 620.223267
	Iteration 10Q: 3 clusters Score -42708.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42755.589844 Penalty: 620.223267
	Iteration 11Q: 3 clusters Score -42755.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42803.035156 Penalty: 620.223267
	Iteration 12F: 3 clusters Score -42803.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42823.382812 Penalty: 620.223267
	Iteration 13Q: 3 clusters Score -42823.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42852.445312 Penalty: 620.223267
	Iteration 14Q: 3 clusters Score -42852.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42876.468750 Penalty: 620.223267
	Iteration 15Q: 3 clusters Score -42876.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42895.859375 Penalty: 620.223267
	Iteration 16Q: 3 clusters Score -42895.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42903.128906 Penalty: 620.223267
	Iteration 17Q: 3 clusters Score -42903.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42907.242188 Penalty: 620.223267
	Iteration 18Q: 3 clusters Score -42907.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42912.113281 Penalty: 620.223267
	Iteration 19Q: 3 clusters Score -42912.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42914.429688 Penalty: 620.223267
	Iteration 20F: 3 clusters Score -42914.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42917.937500 Penalty: 620.223267
	Iteration 21Q: 3 clusters Score -42917.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42919.363281 Penalty: 620.223267
	Iteration 22Q: 3 clusters Score -42919.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42920.917969 Penalty: 620.223267
	Iteration 23Q: 3 clusters Score -42920.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42921.316406 Penalty: 620.223267
	Iteration 24Q: 3 clusters Score -42921.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42921.316406 Penalty: 620.223267
	Iteration 25F: 3 clusters Score -42921.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -14430.954102 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -14430.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14079.401367 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -14079.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14183.766602 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -14183.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14204.399414 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -14204.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14213.526367 Penalty: 527.164246
	Iteration 3Q: 3 clusters Score -14213.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14218.650391 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -14218.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14222.051758 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -14222.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14226.036133 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -14226.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14230.720703 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -14230.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14234.562500 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -14234.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14236.391602 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -14236.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14238.254883 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -14238.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14240.859375 Penalty: 527.164246
	Iteration 11Q: 3 clusters Score -14240.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14242.164062 Penalty: 527.164246
	Iteration 12Q: 3 clusters Score -14242.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14242.621094 Penalty: 527.164246
	Iteration 13Q: 3 clusters Score -14242.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14243.044922 Penalty: 527.164246
	Iteration 14Q: 3 clusters Score -14243.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14243.044922 Penalty: 527.164246
	Iteration 15F: 3 clusters Score -14243.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (285455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285455 members 
Entering Unmasked Estep 
Score: -15144848.000000 Penalty: 571.563721
	Iteration 0F: 2 clusters Score -1.514485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142614 members 
Mstep: Class 2 contains 142841 members 
Entering Unmasked Estep 
Score: -14957158.000000 Penalty: 1143.127441
	Iteration 0F: 3 clusters Score -1.495716e+07 nChanged 140913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130585 members 
Mstep: Class 2 contains 154870 members 
Entering Unmasked Estep 
Score: -15044961.000000 Penalty: 1143.127441
	Iteration 1F: 3 clusters Score -1.504496e+07 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124859 members 
Mstep: Class 2 contains 160596 members 
Entering Unmasked Estep 
Score: -15048663.000000 Penalty: 1143.127441
	Iteration 2Q: 3 clusters Score -1.504866e+07 nChanged 13501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116692 members 
Mstep: Class 2 contains 168763 members 
Entering Unmasked Estep 
Score: -15054483.000000 Penalty: 1143.127441
	Iteration 3Q: 3 clusters Score -1.505448e+07 nChanged 16212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105348 members 
Mstep: Class 2 contains 180107 members 
Entering Unmasked Estep 
Score: -15063141.000000 Penalty: 1143.127441
	Iteration 4F: 3 clusters Score -1.506314e+07 nChanged 18669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 194416 members 
Entering Unmasked Estep 
Score: -15076853.000000 Penalty: 1143.127441
	Iteration 5F: 3 clusters Score -1.507685e+07 nChanged 18800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 209390 members 
Entering Unmasked Estep 
Score: -15093407.000000 Penalty: 1143.127441
	Iteration 6F: 3 clusters Score -1.509341e+07 nChanged 15848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 221166 members 
Entering Unmasked Estep 
Score: -15106487.000000 Penalty: 1143.127441
	Iteration 7F: 3 clusters Score -1.510649e+07 nChanged 11642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 229366 members 
Entering Unmasked Estep 
Score: -15113298.000000 Penalty: 1143.127441
	Iteration 8Q: 3 clusters Score -1.51133e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 235874 members 
Entering Unmasked Estep 
Score: -15117002.000000 Penalty: 1143.127441
	Iteration 9Q: 3 clusters Score -1.5117e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 241749 members 
Entering Unmasked Estep 
Score: -15119397.000000 Penalty: 1143.127441
	Iteration 10Q: 3 clusters Score -1.51194e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 247440 members 
Entering Unmasked Estep 
Score: -15121892.000000 Penalty: 1143.127441
	Iteration 11Q: 3 clusters Score -1.512189e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 252815 members 
Entering Unmasked Estep 
Score: -15124190.000000 Penalty: 1143.127441
	Iteration 12Q: 3 clusters Score -1.512419e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 257897 members 
Entering Unmasked Estep 
Score: -15126476.000000 Penalty: 1143.127441
	Iteration 13Q: 3 clusters Score -1.512648e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 262597 members 
Entering Unmasked Estep 
Score: -15129025.000000 Penalty: 1143.127441
	Iteration 14Q: 3 clusters Score -1.512902e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 266961 members 
Entering Unmasked Estep 
Score: -15132172.000000 Penalty: 1143.127441
	Iteration 15Q: 3 clusters Score -1.513217e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 270788 members 
Entering Unmasked Estep 
Score: -15135303.000000 Penalty: 1143.127441
	Iteration 16Q: 3 clusters Score -1.51353e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 274086 members 
Entering Unmasked Estep 
Score: -15137826.000000 Penalty: 1143.127441
	Iteration 17Q: 3 clusters Score -1.513783e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 276930 members 
Entering Unmasked Estep 
Score: -15139695.000000 Penalty: 1143.127441
	Iteration 18Q: 3 clusters Score -1.51397e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 279337 members 
Entering Unmasked Estep 
Score: -15141328.000000 Penalty: 1143.127441
	Iteration 19Q: 3 clusters Score -1.514133e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 281227 members 
Entering Unmasked Estep 
Score: -15142390.000000 Penalty: 1143.127441
	Iteration 20F: 3 clusters Score -1.514239e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 282600 members 
Entering Unmasked Estep 
Score: -15143223.000000 Penalty: 1143.127441
	Iteration 21Q: 3 clusters Score -1.514322e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 283552 members 
Entering Unmasked Estep 
Score: -15143601.000000 Penalty: 1143.127441
	Iteration 22Q: 3 clusters Score -1.51436e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 284191 members 
Entering Unmasked Estep 
Score: -15143879.000000 Penalty: 1143.127441
	Iteration 23Q: 3 clusters Score -1.514388e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 284617 members 
Entering Unmasked Estep 
Score: -15144070.000000 Penalty: 1143.127441
	Iteration 24Q: 3 clusters Score -1.514407e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 284893 members 
Entering Unmasked Estep 
Score: -15144171.000000 Penalty: 1143.127441
	Iteration 25Q: 3 clusters Score -1.514417e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 285048 members 
Entering Unmasked Estep 
Score: -15144198.000000 Penalty: 1143.127441
	Iteration 26Q: 3 clusters Score -1.51442e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 285138 members 
Entering Unmasked Estep 
Score: -15144281.000000 Penalty: 1143.127441
	Iteration 27Q: 3 clusters Score -1.514428e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 285193 members 
Entering Unmasked Estep 
Score: -15144322.000000 Penalty: 1143.127441
	Iteration 28Q: 3 clusters Score -1.514432e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 285229 members 
Entering Unmasked Estep 
Score: -15144353.000000 Penalty: 1143.127441
	Iteration 29Q: 3 clusters Score -1.514435e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 285243 members 
Entering Unmasked Estep 
Score: -15144367.000000 Penalty: 1143.127441
	Iteration 30Q: 3 clusters Score -1.514437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 285255 members 
Entering Unmasked Estep 
Score: -15144354.000000 Penalty: 1143.127441
	Iteration 31Q: 3 clusters Score -1.514435e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 285269 members 
Entering Unmasked Estep 
Score: -15144378.000000 Penalty: 1143.127441
	Iteration 32Q: 3 clusters Score -1.514438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 285274 members 
Entering Unmasked Estep 
Score: -15144388.000000 Penalty: 1143.127441
	Iteration 33Q: 3 clusters Score -1.514439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 285281 members 
Entering Unmasked Estep 
Score: -15144389.000000 Penalty: 1143.127441
	Iteration 34Q: 3 clusters Score -1.514439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 285287 members 
Entering Unmasked Estep 
Score: -15144383.000000 Penalty: 1143.127441
	Iteration 35Q: 3 clusters Score -1.514438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 285292 members 
Entering Unmasked Estep 
Score: -15144388.000000 Penalty: 1143.127441
	Iteration 36Q: 3 clusters Score -1.514439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 285300 members 
Entering Unmasked Estep 
Score: -15144402.000000 Penalty: 1143.127441
	Iteration 37Q: 3 clusters Score -1.51444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 285302 members 
Entering Unmasked Estep 
Score: -15144406.000000 Penalty: 1143.127441
	Iteration 38Q: 3 clusters Score -1.514441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 285305 members 
Entering Unmasked Estep 
Score: -15144412.000000 Penalty: 1143.127441
	Iteration 39Q: 3 clusters Score -1.514441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 285306 members 
Entering Unmasked Estep 
Score: -15144417.000000 Penalty: 1143.127441
	Iteration 40F: 3 clusters Score -1.514442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 285308 members 
Entering Unmasked Estep 
Score: -15144417.000000 Penalty: 1143.127441
	Iteration 41Q: 3 clusters Score -1.514442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 285309 members 
Entering Unmasked Estep 
Score: -15144418.000000 Penalty: 1143.127441
	Iteration 42Q: 3 clusters Score -1.514442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 285308 members 
Entering Unmasked Estep 
Score: -15144417.000000 Penalty: 1143.127441
	Iteration 43Q: 3 clusters Score -1.514442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 285309 members 
Entering Unmasked Estep 
Score: -15144419.000000 Penalty: 1143.127441
	Iteration 44Q: 3 clusters Score -1.514442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 285310 members 
Entering Unmasked Estep 
Score: -15144413.000000 Penalty: 1143.127441
	Iteration 45Q: 3 clusters Score -1.514441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 285311 members 
Entering Unmasked Estep 
Score: -15144417.000000 Penalty: 1143.127441
	Iteration 46Q: 3 clusters Score -1.514442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 285313 members 
Entering Unmasked Estep 
Score: -15144419.000000 Penalty: 1143.127441
	Iteration 47Q: 3 clusters Score -1.514442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 285316 members 
Entering Unmasked Estep 
Score: -15144415.000000 Penalty: 1143.127441
	Iteration 48Q: 3 clusters Score -1.514442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 285316 members 
Entering Unmasked Estep 
Score: -15144420.000000 Penalty: 1143.127441
	Iteration 49Q: 3 clusters Score -1.514442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 285316 members 
Entering Unmasked Estep 
Score: -15144420.000000 Penalty: 1143.127441
	Iteration 50F: 3 clusters Score -1.514442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -9881.048828 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -9881.049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9569.567383 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -9569.567 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9609.701172 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -9609.701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9633.772461 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -9633.772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9651.827148 Penalty: 487.877594
	Iteration 3Q: 3 clusters Score -9651.827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9657.810547 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -9657.811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9660.057617 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -9660.058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9660.057617 Penalty: 487.877594
	Iteration 6F: 3 clusters Score -9660.058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Entering Unmasked Estep 
Score: -160216.531250 Penalty: 364.937256
	Iteration 0F: 2 clusters Score -160216.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -158125.312500 Penalty: 729.874512
	Iteration 0F: 3 clusters Score -158125.3 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -158847.390625 Penalty: 729.874512
	Iteration 1F: 3 clusters Score -158847.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -158951.859375 Penalty: 729.874512
	Iteration 2F: 3 clusters Score -158951.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -159077.031250 Penalty: 729.874512
	Iteration 3F: 3 clusters Score -159077 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -159225.281250 Penalty: 729.874512
	Iteration 4F: 3 clusters Score -159225.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -159385.609375 Penalty: 729.874512
	Iteration 5F: 3 clusters Score -159385.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -159521.687500 Penalty: 729.874512
	Iteration 6F: 3 clusters Score -159521.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -159633.843750 Penalty: 729.874512
	Iteration 7Q: 3 clusters Score -159633.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -159745.875000 Penalty: 729.874512
	Iteration 8Q: 3 clusters Score -159745.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -159822.171875 Penalty: 729.874512
	Iteration 9Q: 3 clusters Score -159822.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -159870.703125 Penalty: 729.874512
	Iteration 10Q: 3 clusters Score -159870.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -159902.312500 Penalty: 729.874512
	Iteration 11Q: 3 clusters Score -159902.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -159921.406250 Penalty: 729.874512
	Iteration 12Q: 3 clusters Score -159921.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -159930.859375 Penalty: 729.874512
	Iteration 13Q: 3 clusters Score -159930.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -159936.406250 Penalty: 729.874512
	Iteration 14Q: 3 clusters Score -159936.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -159938.281250 Penalty: 729.874512
	Iteration 15Q: 3 clusters Score -159938.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -159939.984375 Penalty: 729.874512
	Iteration 16Q: 3 clusters Score -159940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -159940.656250 Penalty: 729.874512
	Iteration 17Q: 3 clusters Score -159940.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -159940.640625 Penalty: 729.874512
	Iteration 18Q: 3 clusters Score -159940.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -159940.640625 Penalty: 729.874512
	Iteration 19F: 3 clusters Score -159940.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -73040.609375 Penalty: 330.608856
	Iteration 0F: 2 clusters Score -73040.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -72014.601562 Penalty: 661.217712
	Iteration 0F: 3 clusters Score -72014.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -72454.945312 Penalty: 661.217712
	Iteration 1F: 3 clusters Score -72454.95 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -72598.656250 Penalty: 661.217712
	Iteration 2F: 3 clusters Score -72598.66 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -72710.726562 Penalty: 661.217712
	Iteration 3F: 3 clusters Score -72710.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -72756.625000 Penalty: 661.217712
	Iteration 4Q: 3 clusters Score -72756.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -72789.625000 Penalty: 661.217712
	Iteration 5Q: 3 clusters Score -72789.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -72817.039062 Penalty: 661.217712
	Iteration 6Q: 3 clusters Score -72817.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -72839.484375 Penalty: 661.217712
	Iteration 7Q: 3 clusters Score -72839.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -72853.437500 Penalty: 661.217712
	Iteration 8Q: 3 clusters Score -72853.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -72862.515625 Penalty: 661.217712
	Iteration 9Q: 3 clusters Score -72862.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -72866.859375 Penalty: 661.217712
	Iteration 10Q: 3 clusters Score -72866.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -72868.726562 Penalty: 661.217712
	Iteration 11Q: 3 clusters Score -72868.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -72869.625000 Penalty: 661.217712
	Iteration 12Q: 3 clusters Score -72869.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -72869.937500 Penalty: 661.217712
	Iteration 13Q: 3 clusters Score -72869.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -72869.937500 Penalty: 661.217712
	Iteration 14F: 3 clusters Score -72869.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -36357.828125 Penalty: 303.807312
	Iteration 0F: 2 clusters Score -36357.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -35701.839844 Penalty: 607.614624
	Iteration 0F: 3 clusters Score -35701.84 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -35910.246094 Penalty: 607.614624
	Iteration 1F: 3 clusters Score -35910.25 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35973.480469 Penalty: 607.614624
	Iteration 2F: 3 clusters Score -35973.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36000.933594 Penalty: 607.614624
	Iteration 3F: 3 clusters Score -36000.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -36020.234375 Penalty: 607.614624
	Iteration 4Q: 3 clusters Score -36020.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -36033.128906 Penalty: 607.614624
	Iteration 5Q: 3 clusters Score -36033.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -36048.328125 Penalty: 607.614624
	Iteration 6Q: 3 clusters Score -36048.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -36055.378906 Penalty: 607.614624
	Iteration 7Q: 3 clusters Score -36055.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -36059.417969 Penalty: 607.614624
	Iteration 8Q: 3 clusters Score -36059.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -36061.250000 Penalty: 607.614624
	Iteration 9Q: 3 clusters Score -36061.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -36062.753906 Penalty: 607.614624
	Iteration 10Q: 3 clusters Score -36062.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -36063.386719 Penalty: 607.614624
	Iteration 11Q: 3 clusters Score -36063.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -36063.960938 Penalty: 607.614624
	Iteration 12Q: 3 clusters Score -36063.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36064.796875 Penalty: 607.614624
	Iteration 13Q: 3 clusters Score -36064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36065.769531 Penalty: 607.614624
	Iteration 14Q: 3 clusters Score -36065.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36067.179688 Penalty: 607.614624
	Iteration 15Q: 3 clusters Score -36067.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36069.148438 Penalty: 607.614624
	Iteration 16Q: 3 clusters Score -36069.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -36071.941406 Penalty: 607.614624
	Iteration 17Q: 3 clusters Score -36071.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36075.121094 Penalty: 607.614624
	Iteration 18Q: 3 clusters Score -36075.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36076.953125 Penalty: 607.614624
	Iteration 19Q: 3 clusters Score -36076.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36079.363281 Penalty: 607.614624
	Iteration 20F: 3 clusters Score -36079.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36082.089844 Penalty: 607.614624
	Iteration 21Q: 3 clusters Score -36082.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36082.992188 Penalty: 607.614624
	Iteration 22Q: 3 clusters Score -36082.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36083.105469 Penalty: 607.614624
	Iteration 23Q: 3 clusters Score -36083.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36083.105469 Penalty: 607.614624
	Iteration 24F: 3 clusters Score -36083.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Entering Unmasked Estep 
Score: -2540282.250000 Penalty: 492.241638
	Iteration 0F: 2 clusters Score -2540282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -2506732.500000 Penalty: 984.483276
	Iteration 0F: 3 clusters Score -2506732 nChanged 24136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -2521169.000000 Penalty: 984.483276
	Iteration 1F: 3 clusters Score -2521169 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -2522124.000000 Penalty: 984.483276
	Iteration 2F: 3 clusters Score -2522124 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -2523643.500000 Penalty: 984.483276
	Iteration 3F: 3 clusters Score -2523644 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -2526182.000000 Penalty: 984.483276
	Iteration 4F: 3 clusters Score -2526182 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -2530058.750000 Penalty: 984.483276
	Iteration 5F: 3 clusters Score -2530059 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -2534667.750000 Penalty: 984.483276
	Iteration 6F: 3 clusters Score -2534668 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -2537956.000000 Penalty: 984.483276
	Iteration 7F: 3 clusters Score -2537956 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -2539367.250000 Penalty: 984.483276
	Iteration 8Q: 3 clusters Score -2539367 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -2539769.500000 Penalty: 984.483276
	Iteration 9Q: 3 clusters Score -2539770 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -2539864.250000 Penalty: 984.483276
	Iteration 10Q: 3 clusters Score -2539864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -2539903.500000 Penalty: 984.483276
	Iteration 11Q: 3 clusters Score -2539904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -2539928.250000 Penalty: 984.483276
	Iteration 12Q: 3 clusters Score -2539928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -2539933.250000 Penalty: 984.483276
	Iteration 13Q: 3 clusters Score -2539933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -2539936.000000 Penalty: 984.483276
	Iteration 14Q: 3 clusters Score -2539936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -2539938.750000 Penalty: 984.483276
	Iteration 15Q: 3 clusters Score -2539939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -2539940.750000 Penalty: 984.483276
	Iteration 16Q: 3 clusters Score -2539941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -2539944.000000 Penalty: 984.483276
	Iteration 17Q: 3 clusters Score -2539944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -2539946.000000 Penalty: 984.483276
	Iteration 18Q: 3 clusters Score -2539946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -2539947.000000 Penalty: 984.483276
	Iteration 19Q: 3 clusters Score -2539947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -2539947.000000 Penalty: 984.483276
	Iteration 20F: 3 clusters Score -2539947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -51556.378906 Penalty: 314.211761
	Iteration 0F: 2 clusters Score -51556.38 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 496 members 
Entering Unmasked Estep 
Score: -50756.714844 Penalty: 628.423523
	Iteration 0F: 3 clusters Score -50756.71 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -51057.628906 Penalty: 628.423523
	Iteration 1F: 3 clusters Score -51057.63 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -51154.597656 Penalty: 628.423523
	Iteration 2F: 3 clusters Score -51154.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -51209.531250 Penalty: 628.423523
	Iteration 3F: 3 clusters Score -51209.53 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51246.777344 Penalty: 628.423523
	Iteration 4Q: 3 clusters Score -51246.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51274.820312 Penalty: 628.423523
	Iteration 5Q: 3 clusters Score -51274.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51289.933594 Penalty: 628.423523
	Iteration 6Q: 3 clusters Score -51289.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51308.085938 Penalty: 628.423523
	Iteration 7Q: 3 clusters Score -51308.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51320.292969 Penalty: 628.423523
	Iteration 8Q: 3 clusters Score -51320.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51326.218750 Penalty: 628.423523
	Iteration 9Q: 3 clusters Score -51326.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51330.921875 Penalty: 628.423523
	Iteration 10Q: 3 clusters Score -51330.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51335.078125 Penalty: 628.423523
	Iteration 11Q: 3 clusters Score -51335.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51340.542969 Penalty: 628.423523
	Iteration 12Q: 3 clusters Score -51340.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51346.628906 Penalty: 628.423523
	Iteration 13Q: 3 clusters Score -51346.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51350.773438 Penalty: 628.423523
	Iteration 14Q: 3 clusters Score -51350.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51353.300781 Penalty: 628.423523
	Iteration 15Q: 3 clusters Score -51353.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51355.367188 Penalty: 628.423523
	Iteration 16Q: 3 clusters Score -51355.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51360.710938 Penalty: 628.423523
	Iteration 17Q: 3 clusters Score -51360.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51364.425781 Penalty: 628.423523
	Iteration 18Q: 3 clusters Score -51364.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51367.050781 Penalty: 628.423523
	Iteration 19Q: 3 clusters Score -51367.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51368.292969 Penalty: 628.423523
	Iteration 20F: 3 clusters Score -51368.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -137652.500000 Penalty: 358.456055
	Iteration 0F: 2 clusters Score -137652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -135820.640625 Penalty: 716.912109
	Iteration 0F: 3 clusters Score -135820.6 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -136408.234375 Penalty: 716.912109
	Iteration 1F: 3 clusters Score -136408.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -136524.015625 Penalty: 716.912109
	Iteration 2F: 3 clusters Score -136524 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -136703.531250 Penalty: 716.912109
	Iteration 3F: 3 clusters Score -136703.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -136897.406250 Penalty: 716.912109
	Iteration 4F: 3 clusters Score -136897.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -137071.265625 Penalty: 716.912109
	Iteration 5F: 3 clusters Score -137071.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -137178.109375 Penalty: 716.912109
	Iteration 6F: 3 clusters Score -137178.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -137238.187500 Penalty: 716.912109
	Iteration 7Q: 3 clusters Score -137238.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -137280.734375 Penalty: 716.912109
	Iteration 8Q: 3 clusters Score -137280.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -137296.953125 Penalty: 716.912109
	Iteration 9Q: 3 clusters Score -137297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -137306.328125 Penalty: 716.912109
	Iteration 10Q: 3 clusters Score -137306.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -137315.500000 Penalty: 716.912109
	Iteration 11Q: 3 clusters Score -137315.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -137324.953125 Penalty: 716.912109
	Iteration 12Q: 3 clusters Score -137325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -137332.343750 Penalty: 716.912109
	Iteration 13Q: 3 clusters Score -137332.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -137340.937500 Penalty: 716.912109
	Iteration 14Q: 3 clusters Score -137340.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -137344.828125 Penalty: 716.912109
	Iteration 15Q: 3 clusters Score -137344.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -137346.359375 Penalty: 716.912109
	Iteration 16Q: 3 clusters Score -137346.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -137347.734375 Penalty: 716.912109
	Iteration 17Q: 3 clusters Score -137347.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -137349.203125 Penalty: 716.912109
	Iteration 18Q: 3 clusters Score -137349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -137350.468750 Penalty: 716.912109
	Iteration 19Q: 3 clusters Score -137350.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -137352.093750 Penalty: 716.912109
	Iteration 20F: 3 clusters Score -137352.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -137353.359375 Penalty: 716.912109
	Iteration 21Q: 3 clusters Score -137353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -137354.093750 Penalty: 716.912109
	Iteration 22Q: 3 clusters Score -137354.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -137354.453125 Penalty: 716.912109
	Iteration 23Q: 3 clusters Score -137354.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -137355.234375 Penalty: 716.912109
	Iteration 24Q: 3 clusters Score -137355.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -137356.203125 Penalty: 716.912109
	Iteration 25Q: 3 clusters Score -137356.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -137358.515625 Penalty: 716.912109
	Iteration 26Q: 3 clusters Score -137358.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -137360.406250 Penalty: 716.912109
	Iteration 27Q: 3 clusters Score -137360.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -137363.156250 Penalty: 716.912109
	Iteration 28Q: 3 clusters Score -137363.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -137365.125000 Penalty: 716.912109
	Iteration 29Q: 3 clusters Score -137365.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -137367.015625 Penalty: 716.912109
	Iteration 30Q: 3 clusters Score -137367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -137367.296875 Penalty: 716.912109
	Iteration 31Q: 3 clusters Score -137367.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -137367.921875 Penalty: 716.912109
	Iteration 32Q: 3 clusters Score -137367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -137368.562500 Penalty: 716.912109
	Iteration 33Q: 3 clusters Score -137368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -137368.515625 Penalty: 716.912109
	Iteration 34Q: 3 clusters Score -137368.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -137368.515625 Penalty: 716.912109
	Iteration 35F: 3 clusters Score -137368.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Entering Unmasked Estep 
Score: -206460.968750 Penalty: 378.347137
	Iteration 0F: 2 clusters Score -206461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -203632.046875 Penalty: 756.694275
	Iteration 0F: 3 clusters Score -203632 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -204698.000000 Penalty: 756.694275
	Iteration 1F: 3 clusters Score -204698 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -204838.609375 Penalty: 756.694275
	Iteration 2F: 3 clusters Score -204838.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -204968.640625 Penalty: 756.694275
	Iteration 3F: 3 clusters Score -204968.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -205091.218750 Penalty: 756.694275
	Iteration 4F: 3 clusters Score -205091.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -205215.359375 Penalty: 756.694275
	Iteration 5F: 3 clusters Score -205215.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -205366.312500 Penalty: 756.694275
	Iteration 6F: 3 clusters Score -205366.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -205506.546875 Penalty: 756.694275
	Iteration 7F: 3 clusters Score -205506.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -205665.406250 Penalty: 756.694275
	Iteration 8F: 3 clusters Score -205665.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -205823.062500 Penalty: 756.694275
	Iteration 9Q: 3 clusters Score -205823.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -205925.812500 Penalty: 756.694275
	Iteration 10Q: 3 clusters Score -205925.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -206006.984375 Penalty: 756.694275
	Iteration 11Q: 3 clusters Score -206007 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -206053.250000 Penalty: 756.694275
	Iteration 12Q: 3 clusters Score -206053.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -206083.578125 Penalty: 756.694275
	Iteration 13Q: 3 clusters Score -206083.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -206105.750000 Penalty: 756.694275
	Iteration 14Q: 3 clusters Score -206105.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -206119.921875 Penalty: 756.694275
	Iteration 15Q: 3 clusters Score -206119.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -206126.359375 Penalty: 756.694275
	Iteration 16Q: 3 clusters Score -206126.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -206137.125000 Penalty: 756.694275
	Iteration 17Q: 3 clusters Score -206137.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -206146.484375 Penalty: 756.694275
	Iteration 18Q: 3 clusters Score -206146.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -206152.750000 Penalty: 756.694275
	Iteration 19Q: 3 clusters Score -206152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -206155.171875 Penalty: 756.694275
	Iteration 20F: 3 clusters Score -206155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -206155.796875 Penalty: 756.694275
	Iteration 21Q: 3 clusters Score -206155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -206155.796875 Penalty: 756.694275
	Iteration 22F: 3 clusters Score -206155.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -13859.919922 Penalty: 263.720612
	Iteration 0F: 2 clusters Score -13859.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13484.008789 Penalty: 527.441223
	Iteration 0F: 3 clusters Score -13484.01 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13628.637695 Penalty: 527.441223
	Iteration 1F: 3 clusters Score -13628.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13720.125977 Penalty: 527.441223
	Iteration 2F: 3 clusters Score -13720.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13770.216797 Penalty: 527.441223
	Iteration 3F: 3 clusters Score -13770.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13797.884766 Penalty: 527.441223
	Iteration 4F: 3 clusters Score -13797.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13819.809570 Penalty: 527.441223
	Iteration 5Q: 3 clusters Score -13819.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13831.845703 Penalty: 527.441223
	Iteration 6Q: 3 clusters Score -13831.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13839.137695 Penalty: 527.441223
	Iteration 7Q: 3 clusters Score -13839.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13840.584961 Penalty: 527.441223
	Iteration 8Q: 3 clusters Score -13840.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -13840.818359 Penalty: 527.441223
	Iteration 9Q: 3 clusters Score -13840.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13841.243164 Penalty: 527.441223
	Iteration 10Q: 3 clusters Score -13841.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13841.243164 Penalty: 527.441223
	Iteration 11F: 3 clusters Score -13841.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -14528.870117 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -14528.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14166.649414 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -14166.65 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14264.480469 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -14264.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14278.972656 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -14278.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14285.252930 Penalty: 518.129639
	Iteration 3Q: 3 clusters Score -14285.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14287.850586 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -14287.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14293.586914 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -14293.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14298.495117 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -14298.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14303.041992 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -14303.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14305.226562 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -14305.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14305.226562 Penalty: 518.129639
	Iteration 9F: 3 clusters Score -14305.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2642.012451 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2642.012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2496.308350 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2496.308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2510.114746 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2510.115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6417.771973 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6417.772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6183.101074 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6183.101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6210.223145 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6210.223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6217.522949 Penalty: 446.380005
	Iteration 2Q: 3 clusters Score -6217.523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6224.830078 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6224.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6225.290039 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6225.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6225.290039 Penalty: 446.380005
	Iteration 5F: 3 clusters Score -6225.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -7535.768555 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -7535.769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7273.958496 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -7273.958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7346.343750 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -7346.344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7372.924805 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -7372.925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7382.475586 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -7382.476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7389.514160 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -7389.514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7402.940430 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -7402.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7404.270020 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -7404.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7405.627441 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -7405.627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7406.094727 Penalty: 475.542938
	Iteration 8Q: 3 clusters Score -7406.095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7406.094727 Penalty: 475.542938
	Iteration 9F: 3 clusters Score -7406.095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -8863.344727 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -8863.345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8557.457031 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -8557.457 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8654.003906 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -8654.004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8680.785156 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -8680.785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8686.204102 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -8686.204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8695.381836 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -8695.382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8715.184570 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -8715.185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8725.890625 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -8725.891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8749.440430 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -8749.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8788.789062 Penalty: 488.303802
	Iteration 8Q: 3 clusters Score -8788.789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8815.357422 Penalty: 488.303802
	Iteration 9Q: 3 clusters Score -8815.357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8826.752930 Penalty: 488.303802
	Iteration 10Q: 3 clusters Score -8826.753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8828.077148 Penalty: 488.303802
	Iteration 11Q: 3 clusters Score -8828.077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8833.930664 Penalty: 488.303802
	Iteration 12F: 3 clusters Score -8833.931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8850.654297 Penalty: 488.303802
	Iteration 13Q: 3 clusters Score -8850.654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8852.554688 Penalty: 488.303802
	Iteration 14Q: 3 clusters Score -8852.555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8852.554688 Penalty: 488.303802
	Iteration 15F: 3 clusters Score -8852.555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -2279.024658 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -2279.025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2173.793457 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -2173.793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2186.910889 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -2186.911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2209.433838 Penalty: 374.089508
	Iteration 2F: 3 clusters Score -2209.434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2213.540039 Penalty: 374.089508
	Iteration 3Q: 3 clusters Score -2213.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2256.411133 Penalty: 374.089508
	Iteration 4Q: 3 clusters Score -2256.411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2256.411133 Penalty: 374.089508
	Iteration 5F: 3 clusters Score -2256.411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -7758.757324 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -7758.757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7487.444824 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -7487.445 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7567.725098 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -7567.725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7604.204590 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -7604.205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7615.624512 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -7615.625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7621.713867 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -7621.714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7626.376465 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -7626.376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7630.953125 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -7630.953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7638.066895 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -7638.067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7642.137695 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -7642.138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7642.137695 Penalty: 481.690735
	Iteration 9F: 3 clusters Score -7642.138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13154.135742 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13154.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12829.163086 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12829.16 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12922.045898 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12922.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12951.013672 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12951.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12970.073242 Penalty: 510.461945
	Iteration 3F: 3 clusters Score -12970.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13005.620117 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -13005.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13026.277344 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -13026.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13040.020508 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -13040.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13066.071289 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -13066.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13092.759766 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -13092.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13096.444336 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -13096.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13100.062500 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -13100.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13100.062500 Penalty: 510.461945
	Iteration 11F: 3 clusters Score -13100.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -22719.064453 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -22719.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22275.750000 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -22275.75 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22404.441406 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -22404.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22427.501953 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -22427.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22440.257812 Penalty: 550.525757
	Iteration 3Q: 3 clusters Score -22440.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22448.265625 Penalty: 550.525757
	Iteration 4Q: 3 clusters Score -22448.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22454.304688 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -22454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22457.707031 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -22457.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22458.830078 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -22458.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22462.541016 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -22462.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22464.843750 Penalty: 550.525757
	Iteration 9Q: 3 clusters Score -22464.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22467.466797 Penalty: 550.525757
	Iteration 10Q: 3 clusters Score -22467.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22470.251953 Penalty: 550.525757
	Iteration 11Q: 3 clusters Score -22470.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22472.666016 Penalty: 550.525757
	Iteration 12Q: 3 clusters Score -22472.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22472.666016 Penalty: 550.525757
	Iteration 13F: 3 clusters Score -22472.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6077.959961 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6077.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5841.165527 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5841.166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5881.758789 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5881.759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5886.032227 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -5886.032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5886.032227 Penalty: 440.821045
	Iteration 3F: 3 clusters Score -5886.032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -5069.981934 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -5069.982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4861.426270 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -4861.426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4915.179199 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4915.179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4934.629883 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -4934.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4935.104980 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4935.105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4935.104980 Penalty: 440.101654
	Iteration 4F: 3 clusters Score -4935.105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -15471.087891 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -15471.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15074.708984 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -15074.71 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15199.517578 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -15199.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15246.590820 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -15246.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15288.640625 Penalty: 536.640991
	Iteration 3F: 3 clusters Score -15288.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15317.229492 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -15317.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15366.477539 Penalty: 536.640991
	Iteration 5F: 3 clusters Score -15366.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15397.804688 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -15397.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15401.524414 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -15401.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15404.095703 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -15404.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15404.797852 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -15404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15404.797852 Penalty: 536.640991
	Iteration 10F: 3 clusters Score -15404.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -163809.171875 Penalty: 361.264160
	Iteration 0F: 2 clusters Score -163809.2 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 1382 members 
Entering Unmasked Estep 
Score: -161843.203125 Penalty: 722.528320
	Iteration 0F: 3 clusters Score -161843.2 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -162528.984375 Penalty: 722.528320
	Iteration 1F: 3 clusters Score -162529 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -162619.625000 Penalty: 722.528320
	Iteration 2F: 3 clusters Score -162619.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -162685.484375 Penalty: 722.528320
	Iteration 3F: 3 clusters Score -162685.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -162755.687500 Penalty: 722.528320
	Iteration 4Q: 3 clusters Score -162755.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -162854.125000 Penalty: 722.528320
	Iteration 5F: 3 clusters Score -162854.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -162970.859375 Penalty: 722.528320
	Iteration 6F: 3 clusters Score -162970.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -163111.062500 Penalty: 722.528320
	Iteration 7F: 3 clusters Score -163111.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -163232.531250 Penalty: 722.528320
	Iteration 8Q: 3 clusters Score -163232.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -163318.500000 Penalty: 722.528320
	Iteration 9Q: 3 clusters Score -163318.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -163384.734375 Penalty: 722.528320
	Iteration 10Q: 3 clusters Score -163384.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -163433.390625 Penalty: 722.528320
	Iteration 11Q: 3 clusters Score -163433.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -163467.312500 Penalty: 722.528320
	Iteration 12Q: 3 clusters Score -163467.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -163484.046875 Penalty: 722.528320
	Iteration 13Q: 3 clusters Score -163484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -163490.875000 Penalty: 722.528320
	Iteration 14Q: 3 clusters Score -163490.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -163496.812500 Penalty: 722.528320
	Iteration 15Q: 3 clusters Score -163496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -163497.250000 Penalty: 722.528320
	Iteration 16Q: 3 clusters Score -163497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -163497.250000 Penalty: 722.528320
	Iteration 17F: 3 clusters Score -163497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7665 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47363 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 116961 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285455 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49936 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475058.000000 Penalty: 21005.037109
Iteration 199Q: 36 clusters Score -2.747506e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7665 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47374 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 116889 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285480 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49937 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475026.000000 Penalty: 21005.037109
Iteration 200F: 36 clusters Score -2.747503e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7665 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47386 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 116792 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285524 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49938 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475038.000000 Penalty: 21005.037109
Iteration 201Q: 36 clusters Score -2.747504e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7665 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47398 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 116691 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285577 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49938 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475048.000000 Penalty: 21005.037109
Iteration 202Q: 36 clusters Score -2.747505e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7665 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47411 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 116589 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285640 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49938 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475028.000000 Penalty: 21005.037109
Iteration 203Q: 36 clusters Score -2.747503e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7665 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47421 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 116495 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285697 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49939 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 2976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475016.000000 Penalty: 21005.037109
Iteration 204Q: 36 clusters Score -2.747502e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7665 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47431 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 116392 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285752 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49943 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475010.000000 Penalty: 21005.037109
Iteration 205Q: 36 clusters Score -2.747501e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7666 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47438 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 116280 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285805 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49948 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474992.000000 Penalty: 21005.037109
Iteration 206Q: 36 clusters Score -2.747499e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7666 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47447 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 116161 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285862 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49954 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474958.000000 Penalty: 21005.037109
Iteration 207Q: 36 clusters Score -2.747496e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7666 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47455 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 116036 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285920 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49959 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474958.000000 Penalty: 21005.037109
Iteration 208Q: 36 clusters Score -2.747496e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7666 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47468 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 115901 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 285989 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49962 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474958.000000 Penalty: 21005.037109
Iteration 209Q: 36 clusters Score -2.747496e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7666 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47468 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 115768 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286053 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49969 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2638 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474950.000000 Penalty: 21005.037109
Iteration 210Q: 36 clusters Score -2.747495e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7666 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47474 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 115634 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286112 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3049 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49971 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474966.000000 Penalty: 21005.037109
Iteration 211Q: 36 clusters Score -2.747497e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7666 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47478 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 115502 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286174 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3049 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49977 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2637 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474882.000000 Penalty: 21005.037109
Iteration 212Q: 36 clusters Score -2.747488e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47490 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 115382 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286218 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3049 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49981 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2636 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474882.000000 Penalty: 21005.037109
Iteration 213Q: 36 clusters Score -2.747488e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7669 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47495 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 115280 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286257 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3047 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49985 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2635 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474890.000000 Penalty: 21005.037109
Iteration 214Q: 36 clusters Score -2.747489e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7672 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47510 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 115167 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 174 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286298 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49989 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474872.000000 Penalty: 21005.037109
Iteration 215Q: 36 clusters Score -2.747487e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7673 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47518 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 115047 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286351 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49997 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474822.000000 Penalty: 21005.037109
Iteration 216Q: 36 clusters Score -2.747482e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7673 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47520 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 114919 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286423 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50001 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 2631 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474754.000000 Penalty: 21005.037109
Iteration 217Q: 36 clusters Score -2.747475e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7672 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47531 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 114789 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286496 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50010 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474716.000000 Penalty: 21005.037109
Iteration 218Q: 36 clusters Score -2.747472e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7672 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47542 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 114653 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286573 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50020 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474710.000000 Penalty: 21005.037109
Iteration 219Q: 36 clusters Score -2.747471e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7672 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47551 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 114502 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286658 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50027 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474634.000000 Penalty: 21005.037109
Iteration 220F: 36 clusters Score -2.747463e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7672 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47569 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 114345 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286753 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50024 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474588.000000 Penalty: 21005.037109
Iteration 221Q: 36 clusters Score -2.747459e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7672 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47588 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 114207 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286836 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1446 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50027 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474528.000000 Penalty: 21005.037109
Iteration 222Q: 36 clusters Score -2.747453e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7672 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47602 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 114088 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286898 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1446 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50030 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474508.000000 Penalty: 21005.037109
Iteration 223Q: 36 clusters Score -2.747451e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7672 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47623 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113958 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 286958 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1446 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50042 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474458.000000 Penalty: 21005.037109
Iteration 224Q: 36 clusters Score -2.747446e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47635 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113850 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 287018 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1446 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50051 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 3992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474428.000000 Penalty: 21005.037109
Iteration 225Q: 36 clusters Score -2.747443e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47655 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113757 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 287049 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50058 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2609 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474402.000000 Penalty: 21005.037109
Iteration 226Q: 36 clusters Score -2.74744e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47675 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113669 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 287085 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1448 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50059 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474378.000000 Penalty: 21005.037109
Iteration 227Q: 36 clusters Score -2.747438e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47699 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113592 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 287114 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50055 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474338.000000 Penalty: 21005.037109
Iteration 228Q: 36 clusters Score -2.747434e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47729 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113532 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 287111 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1448 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50055 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474344.000000 Penalty: 21005.037109
Iteration 229Q: 36 clusters Score -2.747434e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47754 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113465 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 287120 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50054 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474360.000000 Penalty: 21005.037109
Iteration 230Q: 36 clusters Score -2.747436e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47777 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113406 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 287123 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50055 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474356.000000 Penalty: 21005.037109
Iteration 231Q: 36 clusters Score -2.747436e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47806 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113345 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 287138 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50051 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474372.000000 Penalty: 21005.037109
Iteration 232Q: 36 clusters Score -2.747437e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47828 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113275 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 287153 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50050 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474300.000000 Penalty: 21005.037109
Iteration 233Q: 36 clusters Score -2.74743e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47849 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113210 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 287170 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50052 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474292.000000 Penalty: 21005.037109
Iteration 234Q: 36 clusters Score -2.747429e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47866 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113138 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 287204 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50054 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474300.000000 Penalty: 21005.037109
Iteration 235Q: 36 clusters Score -2.74743e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47886 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113068 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 287236 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3039 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50054 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474272.000000 Penalty: 21005.037109
Iteration 236Q: 36 clusters Score -2.747427e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47900 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113010 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 287257 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3037 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50053 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474232.000000 Penalty: 21005.037109
Iteration 237Q: 36 clusters Score -2.747423e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47921 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 112937 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 287284 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3035 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50052 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2583 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474210.000000 Penalty: 21005.037109
Iteration 238Q: 36 clusters Score -2.747421e+07 nChanged 135
Entering ConstructFrom: 
Score: -27474210.000000 Penalty: 21005.037109
Entering ConstructFrom: 
Trying to split cluster 1 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -110506.429688 Penalty: 346.158447
	Iteration 0F: 2 clusters Score -110506.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -109046.046875 Penalty: 692.316895
	Iteration 0F: 3 clusters Score -109046 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -109488.664062 Penalty: 692.316895
	Iteration 1F: 3 clusters Score -109488.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -109566.664062 Penalty: 692.316895
	Iteration 2F: 3 clusters Score -109566.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -109651.171875 Penalty: 692.316895
	Iteration 3F: 3 clusters Score -109651.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -109744.359375 Penalty: 692.316895
	Iteration 4F: 3 clusters Score -109744.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -109840.304688 Penalty: 692.316895
	Iteration 5F: 3 clusters Score -109840.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -109919.875000 Penalty: 692.316895
	Iteration 6F: 3 clusters Score -109919.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -110008.187500 Penalty: 692.316895
	Iteration 7F: 3 clusters Score -110008.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -110064.734375 Penalty: 692.316895
	Iteration 8Q: 3 clusters Score -110064.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -110101.710938 Penalty: 692.316895
	Iteration 9Q: 3 clusters Score -110101.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -110120.351562 Penalty: 692.316895
	Iteration 10Q: 3 clusters Score -110120.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -110130.273438 Penalty: 692.316895
	Iteration 11Q: 3 clusters Score -110130.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -110139.664062 Penalty: 692.316895
	Iteration 12Q: 3 clusters Score -110139.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -110147.875000 Penalty: 692.316895
	Iteration 13Q: 3 clusters Score -110147.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -110153.648438 Penalty: 692.316895
	Iteration 14Q: 3 clusters Score -110153.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -110160.328125 Penalty: 692.316895
	Iteration 15Q: 3 clusters Score -110160.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -110164.695312 Penalty: 692.316895
	Iteration 16Q: 3 clusters Score -110164.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -110167.210938 Penalty: 692.316895
	Iteration 17Q: 3 clusters Score -110167.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -110167.835938 Penalty: 692.316895
	Iteration 18Q: 3 clusters Score -110167.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -110168.765625 Penalty: 692.316895
	Iteration 19Q: 3 clusters Score -110168.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -110169.343750 Penalty: 692.316895
	Iteration 20F: 3 clusters Score -110169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -110169.437500 Penalty: 692.316895
	Iteration 21Q: 3 clusters Score -110169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -110169.921875 Penalty: 692.316895
	Iteration 22Q: 3 clusters Score -110169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -110169.968750 Penalty: 692.316895
	Iteration 23Q: 3 clusters Score -110170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -110169.968750 Penalty: 692.316895
	Iteration 24F: 3 clusters Score -110170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Entering Unmasked Estep 
Score: -378740.000000 Penalty: 407.006683
	Iteration 0F: 2 clusters Score -378740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -373558.593750 Penalty: 814.013367
	Iteration 0F: 3 clusters Score -373558.6 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -375612.281250 Penalty: 814.013367
	Iteration 1F: 3 clusters Score -375612.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -375769.031250 Penalty: 814.013367
	Iteration 2F: 3 clusters Score -375769 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -375960.531250 Penalty: 814.013367
	Iteration 3F: 3 clusters Score -375960.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -376256.562500 Penalty: 814.013367
	Iteration 4F: 3 clusters Score -376256.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -376667.718750 Penalty: 814.013367
	Iteration 5F: 3 clusters Score -376667.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -377171.468750 Penalty: 814.013367
	Iteration 6F: 3 clusters Score -377171.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -377662.718750 Penalty: 814.013367
	Iteration 7F: 3 clusters Score -377662.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -377982.156250 Penalty: 814.013367
	Iteration 8Q: 3 clusters Score -377982.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -378161.468750 Penalty: 814.013367
	Iteration 9Q: 3 clusters Score -378161.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -378278.218750 Penalty: 814.013367
	Iteration 10Q: 3 clusters Score -378278.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -378336.031250 Penalty: 814.013367
	Iteration 11Q: 3 clusters Score -378336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -378360.968750 Penalty: 814.013367
	Iteration 12Q: 3 clusters Score -378361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -378371.906250 Penalty: 814.013367
	Iteration 13Q: 3 clusters Score -378371.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -378376.281250 Penalty: 814.013367
	Iteration 14Q: 3 clusters Score -378376.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -378386.312500 Penalty: 814.013367
	Iteration 15Q: 3 clusters Score -378386.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -378387.718750 Penalty: 814.013367
	Iteration 16Q: 3 clusters Score -378387.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -378392.593750 Penalty: 814.013367
	Iteration 17Q: 3 clusters Score -378392.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -378397.968750 Penalty: 814.013367
	Iteration 18Q: 3 clusters Score -378398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -378398.843750 Penalty: 814.013367
	Iteration 19Q: 3 clusters Score -378398.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -378399.093750 Penalty: 814.013367
	Iteration 20F: 3 clusters Score -378399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -378399.406250 Penalty: 814.013367
	Iteration 21Q: 3 clusters Score -378399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -378399.312500 Penalty: 814.013367
	Iteration 22Q: 3 clusters Score -378399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -378399.687500 Penalty: 814.013367
	Iteration 23Q: 3 clusters Score -378399.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -378400.062500 Penalty: 814.013367
	Iteration 24Q: 3 clusters Score -378400.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -378400.062500 Penalty: 814.013367
	Iteration 25F: 3 clusters Score -378400.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -14627.034180 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -14627.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14273.013672 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -14273.01 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14344.424805 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -14344.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14363.198242 Penalty: 525.201111
	Iteration 2Q: 3 clusters Score -14363.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14376.015625 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -14376.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14385.725586 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -14385.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14390.090820 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -14390.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14390.323242 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -14390.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14393.257812 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -14393.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14393.858398 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -14393.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14394.892578 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -14394.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14396.088867 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -14396.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14396.088867 Penalty: 525.201111
	Iteration 11F: 3 clusters Score -14396.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Entering Unmasked Estep 
Score: -2640483.250000 Penalty: 490.383728
	Iteration 0F: 2 clusters Score -2640483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -2608220.750000 Penalty: 980.767456
	Iteration 0F: 3 clusters Score -2608221 nChanged 23280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2622281.000000 Penalty: 980.767456
	Iteration 1F: 3 clusters Score -2622281 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2623242.000000 Penalty: 980.767456
	Iteration 2Q: 3 clusters Score -2623242 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -2624731.750000 Penalty: 980.767456
	Iteration 3F: 3 clusters Score -2624732 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -2626843.750000 Penalty: 980.767456
	Iteration 4F: 3 clusters Score -2626844 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2629531.250000 Penalty: 980.767456
	Iteration 5F: 3 clusters Score -2629531 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -2632296.750000 Penalty: 980.767456
	Iteration 6F: 3 clusters Score -2632297 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2634206.500000 Penalty: 980.767456
	Iteration 7F: 3 clusters Score -2634206 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -2635005.750000 Penalty: 980.767456
	Iteration 8Q: 3 clusters Score -2635006 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -2635335.250000 Penalty: 980.767456
	Iteration 9Q: 3 clusters Score -2635335 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2635575.750000 Penalty: 980.767456
	Iteration 10Q: 3 clusters Score -2635576 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2635786.750000 Penalty: 980.767456
	Iteration 11Q: 3 clusters Score -2635787 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2635992.250000 Penalty: 980.767456
	Iteration 12Q: 3 clusters Score -2635992 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2636160.500000 Penalty: 980.767456
	Iteration 13Q: 3 clusters Score -2636160 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2636299.750000 Penalty: 980.767456
	Iteration 14Q: 3 clusters Score -2636300 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2636426.750000 Penalty: 980.767456
	Iteration 15Q: 3 clusters Score -2636427 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2636516.000000 Penalty: 980.767456
	Iteration 16Q: 3 clusters Score -2636516 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2636593.750000 Penalty: 980.767456
	Iteration 17Q: 3 clusters Score -2636594 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2636669.000000 Penalty: 980.767456
	Iteration 18Q: 3 clusters Score -2636669 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2636739.250000 Penalty: 980.767456
	Iteration 19Q: 3 clusters Score -2636739 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2636793.500000 Penalty: 980.767456
	Iteration 20F: 3 clusters Score -2636794 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2636866.750000 Penalty: 980.767456
	Iteration 21Q: 3 clusters Score -2636867 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2636919.250000 Penalty: 980.767456
	Iteration 22Q: 3 clusters Score -2636919 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2636966.250000 Penalty: 980.767456
	Iteration 23Q: 3 clusters Score -2636966 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2637026.000000 Penalty: 980.767456
	Iteration 24Q: 3 clusters Score -2637026 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2637084.750000 Penalty: 980.767456
	Iteration 25Q: 3 clusters Score -2637085 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2637138.500000 Penalty: 980.767456
	Iteration 26Q: 3 clusters Score -2637138 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2637211.250000 Penalty: 980.767456
	Iteration 27Q: 3 clusters Score -2637211 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2637277.500000 Penalty: 980.767456
	Iteration 28Q: 3 clusters Score -2637278 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2637348.500000 Penalty: 980.767456
	Iteration 29Q: 3 clusters Score -2637348 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2637415.250000 Penalty: 980.767456
	Iteration 30Q: 3 clusters Score -2637415 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2637491.500000 Penalty: 980.767456
	Iteration 31Q: 3 clusters Score -2637492 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2637559.250000 Penalty: 980.767456
	Iteration 32Q: 3 clusters Score -2637559 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2637650.750000 Penalty: 980.767456
	Iteration 33Q: 3 clusters Score -2637651 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2637728.500000 Penalty: 980.767456
	Iteration 34Q: 3 clusters Score -2637728 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2637824.250000 Penalty: 980.767456
	Iteration 35Q: 3 clusters Score -2637824 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2637920.500000 Penalty: 980.767456
	Iteration 36Q: 3 clusters Score -2637920 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2637998.500000 Penalty: 980.767456
	Iteration 37Q: 3 clusters Score -2637998 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2638086.250000 Penalty: 980.767456
	Iteration 38Q: 3 clusters Score -2638086 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2638186.250000 Penalty: 980.767456
	Iteration 39Q: 3 clusters Score -2638186 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2638305.500000 Penalty: 980.767456
	Iteration 40F: 3 clusters Score -2638306 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2638420.750000 Penalty: 980.767456
	Iteration 41Q: 3 clusters Score -2638421 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2638548.750000 Penalty: 980.767456
	Iteration 42Q: 3 clusters Score -2638549 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2638679.500000 Penalty: 980.767456
	Iteration 43Q: 3 clusters Score -2638680 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2638788.750000 Penalty: 980.767456
	Iteration 44Q: 3 clusters Score -2638789 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2638889.500000 Penalty: 980.767456
	Iteration 45Q: 3 clusters Score -2638890 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2638999.500000 Penalty: 980.767456
	Iteration 46Q: 3 clusters Score -2639000 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2639086.500000 Penalty: 980.767456
	Iteration 47Q: 3 clusters Score -2639086 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2639168.500000 Penalty: 980.767456
	Iteration 48Q: 3 clusters Score -2639168 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2639250.500000 Penalty: 980.767456
	Iteration 49Q: 3 clusters Score -2639250 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2639326.250000 Penalty: 980.767456
	Iteration 50Q: 3 clusters Score -2639326 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2639411.750000 Penalty: 980.767456
	Iteration 51Q: 3 clusters Score -2639412 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2639486.500000 Penalty: 980.767456
	Iteration 52Q: 3 clusters Score -2639486 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2639575.750000 Penalty: 980.767456
	Iteration 53Q: 3 clusters Score -2639576 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2639647.000000 Penalty: 980.767456
	Iteration 54Q: 3 clusters Score -2639647 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2639711.750000 Penalty: 980.767456
	Iteration 55Q: 3 clusters Score -2639712 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2639770.750000 Penalty: 980.767456
	Iteration 56Q: 3 clusters Score -2639771 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2639827.000000 Penalty: 980.767456
	Iteration 57Q: 3 clusters Score -2639827 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2639883.000000 Penalty: 980.767456
	Iteration 58Q: 3 clusters Score -2639883 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2639940.750000 Penalty: 980.767456
	Iteration 59Q: 3 clusters Score -2639941 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2639983.000000 Penalty: 980.767456
	Iteration 60F: 3 clusters Score -2639983 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2640037.250000 Penalty: 980.767456
	Iteration 61Q: 3 clusters Score -2640037 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2640074.750000 Penalty: 980.767456
	Iteration 62Q: 3 clusters Score -2640075 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2640110.500000 Penalty: 980.767456
	Iteration 63Q: 3 clusters Score -2640110 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2640144.250000 Penalty: 980.767456
	Iteration 64Q: 3 clusters Score -2640144 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2640173.750000 Penalty: 980.767456
	Iteration 65Q: 3 clusters Score -2640174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2640201.250000 Penalty: 980.767456
	Iteration 66Q: 3 clusters Score -2640201 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2640213.750000 Penalty: 980.767456
	Iteration 67Q: 3 clusters Score -2640214 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2640230.750000 Penalty: 980.767456
	Iteration 68Q: 3 clusters Score -2640231 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2640239.750000 Penalty: 980.767456
	Iteration 69Q: 3 clusters Score -2640240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2640257.750000 Penalty: 980.767456
	Iteration 70Q: 3 clusters Score -2640258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2640259.500000 Penalty: 980.767456
	Iteration 71Q: 3 clusters Score -2640260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2640273.000000 Penalty: 980.767456
	Iteration 72Q: 3 clusters Score -2640273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2640275.750000 Penalty: 980.767456
	Iteration 73Q: 3 clusters Score -2640276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2640282.000000 Penalty: 980.767456
	Iteration 74Q: 3 clusters Score -2640282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2640287.500000 Penalty: 980.767456
	Iteration 75Q: 3 clusters Score -2640288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2640294.750000 Penalty: 980.767456
	Iteration 76Q: 3 clusters Score -2640295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2640297.000000 Penalty: 980.767456
	Iteration 77Q: 3 clusters Score -2640297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2640303.750000 Penalty: 980.767456
	Iteration 78Q: 3 clusters Score -2640304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2640304.750000 Penalty: 980.767456
	Iteration 79Q: 3 clusters Score -2640305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2640310.000000 Penalty: 980.767456
	Iteration 80F: 3 clusters Score -2640310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2640311.500000 Penalty: 980.767456
	Iteration 81Q: 3 clusters Score -2640312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2640308.750000 Penalty: 980.767456
	Iteration 82Q: 3 clusters Score -2640309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2640305.000000 Penalty: 980.767456
	Iteration 83Q: 3 clusters Score -2640305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2640306.750000 Penalty: 980.767456
	Iteration 84Q: 3 clusters Score -2640307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2640307.250000 Penalty: 980.767456
	Iteration 85Q: 3 clusters Score -2640307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2640306.000000 Penalty: 980.767456
	Iteration 86Q: 3 clusters Score -2640306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2640310.000000 Penalty: 980.767456
	Iteration 87Q: 3 clusters Score -2640310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2640312.000000 Penalty: 980.767456
	Iteration 88Q: 3 clusters Score -2640312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2640306.750000 Penalty: 980.767456
	Iteration 89Q: 3 clusters Score -2640307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2640309.000000 Penalty: 980.767456
	Iteration 90Q: 3 clusters Score -2640309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2640314.500000 Penalty: 980.767456
	Iteration 91Q: 3 clusters Score -2640314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2640315.500000 Penalty: 980.767456
	Iteration 92Q: 3 clusters Score -2640316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2640312.500000 Penalty: 980.767456
	Iteration 93Q: 3 clusters Score -2640312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2640316.500000 Penalty: 980.767456
	Iteration 94Q: 3 clusters Score -2640316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2640319.000000 Penalty: 980.767456
	Iteration 95Q: 3 clusters Score -2640319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2640319.750000 Penalty: 980.767456
	Iteration 96Q: 3 clusters Score -2640320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2640315.250000 Penalty: 980.767456
	Iteration 97Q: 3 clusters Score -2640315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2640320.000000 Penalty: 980.767456
	Iteration 98Q: 3 clusters Score -2640320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2640322.750000 Penalty: 980.767456
	Iteration 99Q: 3 clusters Score -2640323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2640328.500000 Penalty: 980.767456
	Iteration 100F: 3 clusters Score -2640328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2640326.250000 Penalty: 980.767456
	Iteration 101Q: 3 clusters Score -2640326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2640329.750000 Penalty: 980.767456
	Iteration 102Q: 3 clusters Score -2640330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2640329.750000 Penalty: 980.767456
	Iteration 103Q: 3 clusters Score -2640330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2640333.250000 Penalty: 980.767456
	Iteration 104Q: 3 clusters Score -2640333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2640333.250000 Penalty: 980.767456
	Iteration 105F: 3 clusters Score -2640333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -26905.085938 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -26905.09 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 266 members 
Entering Unmasked Estep 
Score: -26394.666016 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -26394.67 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26534.150391 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -26534.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26555.548828 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -26555.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26568.109375 Penalty: 567.509644
	Iteration 3Q: 3 clusters Score -26568.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26578.109375 Penalty: 567.509644
	Iteration 4Q: 3 clusters Score -26578.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -26583.210938 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -26583.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26585.232422 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -26585.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26586.931641 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -26586.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -26591.871094 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -26591.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -26594.251953 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -26594.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -26595.855469 Penalty: 567.509644
	Iteration 10Q: 3 clusters Score -26595.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -26597.892578 Penalty: 567.509644
	Iteration 11Q: 3 clusters Score -26597.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26599.015625 Penalty: 567.509644
	Iteration 12Q: 3 clusters Score -26599.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26599.970703 Penalty: 567.509644
	Iteration 13Q: 3 clusters Score -26599.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26600.304688 Penalty: 567.509644
	Iteration 14Q: 3 clusters Score -26600.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26600.304688 Penalty: 567.509644
	Iteration 15F: 3 clusters Score -26600.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (112882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112882 members 
Entering Unmasked Estep 
Score: -6100438.500000 Penalty: 529.351440
	Iteration 0F: 2 clusters Score -6100438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -6023925.500000 Penalty: 1058.702881
	Iteration 0F: 3 clusters Score -6023926 nChanged 55525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -6058680.000000 Penalty: 1058.702881
	Iteration 1F: 3 clusters Score -6058680 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -6060710.500000 Penalty: 1058.702881
	Iteration 2Q: 3 clusters Score -6060710 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -6063908.000000 Penalty: 1058.702881
	Iteration 3F: 3 clusters Score -6063908 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -6069233.500000 Penalty: 1058.702881
	Iteration 4F: 3 clusters Score -6069234 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 66545 members 
Entering Unmasked Estep 
Score: -6075968.500000 Penalty: 1058.702881
	Iteration 5F: 3 clusters Score -6075968 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -6080907.500000 Penalty: 1058.702881
	Iteration 6F: 3 clusters Score -6080908 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -6082898.500000 Penalty: 1058.702881
	Iteration 7Q: 3 clusters Score -6082898 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 71030 members 
Entering Unmasked Estep 
Score: -6083726.500000 Penalty: 1058.702881
	Iteration 8Q: 3 clusters Score -6083726 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 72258 members 
Entering Unmasked Estep 
Score: -6084271.500000 Penalty: 1058.702881
	Iteration 9Q: 3 clusters Score -6084272 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 73598 members 
Entering Unmasked Estep 
Score: -6084682.500000 Penalty: 1058.702881
	Iteration 10Q: 3 clusters Score -6084682 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 75000 members 
Entering Unmasked Estep 
Score: -6085149.500000 Penalty: 1058.702881
	Iteration 11Q: 3 clusters Score -6085150 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 76495 members 
Entering Unmasked Estep 
Score: -6085597.500000 Penalty: 1058.702881
	Iteration 12Q: 3 clusters Score -6085598 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
Score: -6086053.000000 Penalty: 1058.702881
	Iteration 13Q: 3 clusters Score -6086053 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -6086581.000000 Penalty: 1058.702881
	Iteration 14Q: 3 clusters Score -6086581 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 81409 members 
Entering Unmasked Estep 
Score: -6087164.500000 Penalty: 1058.702881
	Iteration 15Q: 3 clusters Score -6087164 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
Score: -6087742.000000 Penalty: 1058.702881
	Iteration 16Q: 3 clusters Score -6087742 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 84951 members 
Entering Unmasked Estep 
Score: -6088381.500000 Penalty: 1058.702881
	Iteration 17Q: 3 clusters Score -6088382 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -6089099.000000 Penalty: 1058.702881
	Iteration 18Q: 3 clusters Score -6089099 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -6089783.000000 Penalty: 1058.702881
	Iteration 19Q: 3 clusters Score -6089783 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 90658 members 
Entering Unmasked Estep 
Score: -6090663.000000 Penalty: 1058.702881
	Iteration 20F: 3 clusters Score -6090663 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 92683 members 
Entering Unmasked Estep 
Score: -6091706.500000 Penalty: 1058.702881
	Iteration 21Q: 3 clusters Score -6091706 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 94688 members 
Entering Unmasked Estep 
Score: -6092792.000000 Penalty: 1058.702881
	Iteration 22Q: 3 clusters Score -6092792 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 96573 members 
Entering Unmasked Estep 
Score: -6093963.000000 Penalty: 1058.702881
	Iteration 23Q: 3 clusters Score -6093963 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 98249 members 
Entering Unmasked Estep 
Score: -6095000.000000 Penalty: 1058.702881
	Iteration 24Q: 3 clusters Score -6095000 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 99626 members 
Entering Unmasked Estep 
Score: -6095788.500000 Penalty: 1058.702881
	Iteration 25Q: 3 clusters Score -6095788 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 100795 members 
Entering Unmasked Estep 
Score: -6096313.500000 Penalty: 1058.702881
	Iteration 26Q: 3 clusters Score -6096314 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 101816 members 
Entering Unmasked Estep 
Score: -6096717.500000 Penalty: 1058.702881
	Iteration 27Q: 3 clusters Score -6096718 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 102774 members 
Entering Unmasked Estep 
Score: -6097114.000000 Penalty: 1058.702881
	Iteration 28Q: 3 clusters Score -6097114 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 103648 members 
Entering Unmasked Estep 
Score: -6097460.500000 Penalty: 1058.702881
	Iteration 29Q: 3 clusters Score -6097460 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 104473 members 
Entering Unmasked Estep 
Score: -6097765.500000 Penalty: 1058.702881
	Iteration 30Q: 3 clusters Score -6097766 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 105239 members 
Entering Unmasked Estep 
Score: -6098041.000000 Penalty: 1058.702881
	Iteration 31Q: 3 clusters Score -6098041 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 105963 members 
Entering Unmasked Estep 
Score: -6098254.500000 Penalty: 1058.702881
	Iteration 32Q: 3 clusters Score -6098254 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 106617 members 
Entering Unmasked Estep 
Score: -6098496.500000 Penalty: 1058.702881
	Iteration 33Q: 3 clusters Score -6098496 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 107215 members 
Entering Unmasked Estep 
Score: -6098670.500000 Penalty: 1058.702881
	Iteration 34Q: 3 clusters Score -6098670 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 107780 members 
Entering Unmasked Estep 
Score: -6098814.500000 Penalty: 1058.702881
	Iteration 35Q: 3 clusters Score -6098814 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 108332 members 
Entering Unmasked Estep 
Score: -6099012.000000 Penalty: 1058.702881
	Iteration 36Q: 3 clusters Score -6099012 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -6099170.500000 Penalty: 1058.702881
	Iteration 37Q: 3 clusters Score -6099170 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 109256 members 
Entering Unmasked Estep 
Score: -6099319.000000 Penalty: 1058.702881
	Iteration 38Q: 3 clusters Score -6099319 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 109661 members 
Entering Unmasked Estep 
Score: -6099409.000000 Penalty: 1058.702881
	Iteration 39Q: 3 clusters Score -6099409 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 110029 members 
Entering Unmasked Estep 
Score: -6099496.000000 Penalty: 1058.702881
	Iteration 40F: 3 clusters Score -6099496 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 110343 members 
Entering Unmasked Estep 
Score: -6099599.500000 Penalty: 1058.702881
	Iteration 41Q: 3 clusters Score -6099600 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 110597 members 
Entering Unmasked Estep 
Score: -6099673.000000 Penalty: 1058.702881
	Iteration 42Q: 3 clusters Score -6099673 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 110827 members 
Entering Unmasked Estep 
Score: -6099734.500000 Penalty: 1058.702881
	Iteration 43Q: 3 clusters Score -6099734 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -6099812.500000 Penalty: 1058.702881
	Iteration 44Q: 3 clusters Score -6099812 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 111218 members 
Entering Unmasked Estep 
Score: -6099859.000000 Penalty: 1058.702881
	Iteration 45Q: 3 clusters Score -6099859 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 111335 members 
Entering Unmasked Estep 
Score: -6099878.500000 Penalty: 1058.702881
	Iteration 46Q: 3 clusters Score -6099878 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 111419 members 
Entering Unmasked Estep 
Score: -6099899.000000 Penalty: 1058.702881
	Iteration 47Q: 3 clusters Score -6099899 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 111480 members 
Entering Unmasked Estep 
Score: -6099910.000000 Penalty: 1058.702881
	Iteration 48Q: 3 clusters Score -6099910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 111544 members 
Entering Unmasked Estep 
Score: -6099926.000000 Penalty: 1058.702881
	Iteration 49Q: 3 clusters Score -6099926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 111600 members 
Entering Unmasked Estep 
Score: -6099947.000000 Penalty: 1058.702881
	Iteration 50Q: 3 clusters Score -6099947 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 111664 members 
Entering Unmasked Estep 
Score: -6099979.000000 Penalty: 1058.702881
	Iteration 51Q: 3 clusters Score -6099979 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 111719 members 
Entering Unmasked Estep 
Score: -6099988.000000 Penalty: 1058.702881
	Iteration 52Q: 3 clusters Score -6099988 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 111772 members 
Entering Unmasked Estep 
Score: -6099985.000000 Penalty: 1058.702881
	Iteration 53Q: 3 clusters Score -6099985 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 111823 members 
Entering Unmasked Estep 
Score: -6099981.500000 Penalty: 1058.702881
	Iteration 54Q: 3 clusters Score -6099982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 111872 members 
Entering Unmasked Estep 
Score: -6100007.000000 Penalty: 1058.702881
	Iteration 55Q: 3 clusters Score -6100007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 111913 members 
Entering Unmasked Estep 
Score: -6099996.500000 Penalty: 1058.702881
	Iteration 56Q: 3 clusters Score -6099996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 111946 members 
Entering Unmasked Estep 
Score: -6100014.000000 Penalty: 1058.702881
	Iteration 57Q: 3 clusters Score -6100014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 111978 members 
Entering Unmasked Estep 
Score: -6100031.500000 Penalty: 1058.702881
	Iteration 58Q: 3 clusters Score -6100032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 111997 members 
Entering Unmasked Estep 
Score: -6100022.500000 Penalty: 1058.702881
	Iteration 59Q: 3 clusters Score -6100022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 112010 members 
Entering Unmasked Estep 
Score: -6100023.500000 Penalty: 1058.702881
	Iteration 60F: 3 clusters Score -6100024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 112021 members 
Entering Unmasked Estep 
Score: -6100019.500000 Penalty: 1058.702881
	Iteration 61Q: 3 clusters Score -6100020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 112032 members 
Entering Unmasked Estep 
Score: -6100015.000000 Penalty: 1058.702881
	Iteration 62Q: 3 clusters Score -6100015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 112040 members 
Entering Unmasked Estep 
Score: -6100026.000000 Penalty: 1058.702881
	Iteration 63Q: 3 clusters Score -6100026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 112046 members 
Entering Unmasked Estep 
Score: -6100018.000000 Penalty: 1058.702881
	Iteration 64Q: 3 clusters Score -6100018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 112052 members 
Entering Unmasked Estep 
Score: -6100015.500000 Penalty: 1058.702881
	Iteration 65Q: 3 clusters Score -6100016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 112054 members 
Entering Unmasked Estep 
Score: -6100017.000000 Penalty: 1058.702881
	Iteration 66Q: 3 clusters Score -6100017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 112053 members 
Entering Unmasked Estep 
Score: -6100017.000000 Penalty: 1058.702881
	Iteration 67Q: 3 clusters Score -6100017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 112053 members 
Entering Unmasked Estep 
Score: -6100017.000000 Penalty: 1058.702881
	Iteration 68F: 3 clusters Score -6100017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -29835.958984 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -29835.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29307.013672 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -29307.01 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29524.146484 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -29524.15 nChanged 63
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: -29594.830078 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -29594.83 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -29633.486328 Penalty: 582.120605
	Iteration 3F: 3 clusters Score -29633.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -29656.125000 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -29656.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -29672.636719 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -29672.64 nChanged 13
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: -29683.746094 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -29683.75 nChanged 6
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: -29688.892578 Penalty: 582.120605
	Iteration 7Q: 3 clusters Score -29688.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -29693.568359 Penalty: 582.120605
	Iteration 8Q: 3 clusters Score -29693.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -29700.066406 Penalty: 582.120605
	Iteration 9Q: 3 clusters Score -29700.07 nChanged 5
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: -29704.947266 Penalty: 582.120605
	Iteration 10Q: 3 clusters Score -29704.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -29706.599609 Penalty: 582.120605
	Iteration 11Q: 3 clusters Score -29706.6 nChanged 1
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: -29706.761719 Penalty: 582.120605
	Iteration 12Q: 3 clusters Score -29706.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -29707.800781 Penalty: 582.120605
	Iteration 13Q: 3 clusters Score -29707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -29710.253906 Penalty: 582.120605
	Iteration 14Q: 3 clusters Score -29710.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -29711.609375 Penalty: 582.120605
	Iteration 15Q: 3 clusters Score -29711.61 nChanged 2
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: -29713.015625 Penalty: 582.120605
	Iteration 16Q: 3 clusters Score -29713.02 nChanged 0
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: -29713.015625 Penalty: 582.120605
	Iteration 17F: 3 clusters Score -29713.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -40209.554688 Penalty: 308.331055
	Iteration 0F: 2 clusters Score -40209.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -39478.945312 Penalty: 616.662109
	Iteration 0F: 3 clusters Score -39478.95 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -39719.503906 Penalty: 616.662109
	Iteration 1F: 3 clusters Score -39719.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -39757.707031 Penalty: 616.662109
	Iteration 2F: 3 clusters Score -39757.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -39777.191406 Penalty: 616.662109
	Iteration 3Q: 3 clusters Score -39777.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -39785.636719 Penalty: 616.662109
	Iteration 4Q: 3 clusters Score -39785.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -39793.632812 Penalty: 616.662109
	Iteration 5Q: 3 clusters Score -39793.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -39799.128906 Penalty: 616.662109
	Iteration 6Q: 3 clusters Score -39799.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -39803.789062 Penalty: 616.662109
	Iteration 7Q: 3 clusters Score -39803.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -39806.292969 Penalty: 616.662109
	Iteration 8Q: 3 clusters Score -39806.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -39810.589844 Penalty: 616.662109
	Iteration 9Q: 3 clusters Score -39810.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -39813.257812 Penalty: 616.662109
	Iteration 10Q: 3 clusters Score -39813.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -39818.570312 Penalty: 616.662109
	Iteration 11Q: 3 clusters Score -39818.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -39821.449219 Penalty: 616.662109
	Iteration 12Q: 3 clusters Score -39821.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39825.437500 Penalty: 616.662109
	Iteration 13Q: 3 clusters Score -39825.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -39826.511719 Penalty: 616.662109
	Iteration 14Q: 3 clusters Score -39826.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39826.640625 Penalty: 616.662109
	Iteration 15Q: 3 clusters Score -39826.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39826.640625 Penalty: 616.662109
	Iteration 16F: 3 clusters Score -39826.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -21072.304688 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -21072.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20629.787109 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -20629.79 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20748.640625 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -20748.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20776.507812 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -20776.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20789.080078 Penalty: 552.647095
	Iteration 3Q: 3 clusters Score -20789.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20795.816406 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -20795.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20802.623047 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -20802.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20805.892578 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -20805.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20809.468750 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -20809.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20814.742188 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -20814.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20815.171875 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -20815.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20815.171875 Penalty: 552.647095
	Iteration 10F: 3 clusters Score -20815.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -7450.401367 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -7450.401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7213.971191 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -7213.971 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7290.821289 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -7290.821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7302.906250 Penalty: 469.995514
	Iteration 2Q: 3 clusters Score -7302.906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7309.974121 Penalty: 469.995514
	Iteration 3Q: 3 clusters Score -7309.974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7312.332031 Penalty: 469.995514
	Iteration 4Q: 3 clusters Score -7312.332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7314.250000 Penalty: 469.995514
	Iteration 5Q: 3 clusters Score -7314.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7314.250000 Penalty: 469.995514
	Iteration 6F: 3 clusters Score -7314.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -43123.492188 Penalty: 310.161469
	Iteration 0F: 2 clusters Score -43123.49 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 431 members 
Entering Unmasked Estep 
Score: -42386.417969 Penalty: 620.322937
	Iteration 0F: 3 clusters Score -42386.42 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -42650.828125 Penalty: 620.322937
	Iteration 1F: 3 clusters Score -42650.83 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42793.191406 Penalty: 620.322937
	Iteration 2F: 3 clusters Score -42793.19 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42851.000000 Penalty: 620.322937
	Iteration 3F: 3 clusters Score -42851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42891.296875 Penalty: 620.322937
	Iteration 4Q: 3 clusters Score -42891.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42920.914062 Penalty: 620.322937
	Iteration 5Q: 3 clusters Score -42920.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42946.121094 Penalty: 620.322937
	Iteration 6Q: 3 clusters Score -42946.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42960.304688 Penalty: 620.322937
	Iteration 7Q: 3 clusters Score -42960.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42966.875000 Penalty: 620.322937
	Iteration 8Q: 3 clusters Score -42966.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42973.152344 Penalty: 620.322937
	Iteration 9Q: 3 clusters Score -42973.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42976.914062 Penalty: 620.322937
	Iteration 10Q: 3 clusters Score -42976.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42976.960938 Penalty: 620.322937
	Iteration 11Q: 3 clusters Score -42976.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42976.960938 Penalty: 620.322937
	Iteration 12F: 3 clusters Score -42976.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -14430.954102 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -14430.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14053.094727 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -14053.09 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14154.080078 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -14154.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14180.769531 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -14180.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14203.286133 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -14203.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14211.523438 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -14211.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14217.692383 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -14217.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14220.145508 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -14220.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14220.197266 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -14220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14220.197266 Penalty: 527.164246
	Iteration 8F: 3 clusters Score -14220.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (287291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287291 members 
Entering Unmasked Estep 
Score: -15241093.000000 Penalty: 571.855408
	Iteration 0F: 2 clusters Score -1.524109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143516 members 
Mstep: Class 2 contains 143775 members 
Entering Unmasked Estep 
Score: -15052680.000000 Penalty: 1143.710815
	Iteration 0F: 3 clusters Score -1.505268e+07 nChanged 141593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134989 members 
Mstep: Class 2 contains 152302 members 
Entering Unmasked Estep 
Score: -15141246.000000 Penalty: 1143.710815
	Iteration 1F: 3 clusters Score -1.514125e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130161 members 
Mstep: Class 2 contains 157130 members 
Entering Unmasked Estep 
Score: -15145029.000000 Penalty: 1143.710815
	Iteration 2Q: 3 clusters Score -1.514503e+07 nChanged 13212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122785 members 
Mstep: Class 2 contains 164506 members 
Entering Unmasked Estep 
Score: -15151326.000000 Penalty: 1143.710815
	Iteration 3Q: 3 clusters Score -1.515133e+07 nChanged 16166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112411 members 
Mstep: Class 2 contains 174880 members 
Entering Unmasked Estep 
Score: -15162206.000000 Penalty: 1143.710815
	Iteration 4F: 3 clusters Score -1.516221e+07 nChanged 18704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 187292 members 
Entering Unmasked Estep 
Score: -15178244.000000 Penalty: 1143.710815
	Iteration 5F: 3 clusters Score -1.517824e+07 nChanged 19013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88278 members 
Mstep: Class 2 contains 199013 members 
Entering Unmasked Estep 
Score: -15194966.000000 Penalty: 1143.710815
	Iteration 6F: 3 clusters Score -1.519497e+07 nChanged 16074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 207833 members 
Entering Unmasked Estep 
Score: -15206045.000000 Penalty: 1143.710815
	Iteration 7F: 3 clusters Score -1.520604e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 214389 members 
Entering Unmasked Estep 
Score: -15211264.000000 Penalty: 1143.710815
	Iteration 8Q: 3 clusters Score -1.521126e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 220212 members 
Entering Unmasked Estep 
Score: -15214132.000000 Penalty: 1143.710815
	Iteration 9Q: 3 clusters Score -1.521413e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61445 members 
Mstep: Class 2 contains 225846 members 
Entering Unmasked Estep 
Score: -15216458.000000 Penalty: 1143.710815
	Iteration 10Q: 3 clusters Score -1.521646e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 231300 members 
Entering Unmasked Estep 
Score: -15218465.000000 Penalty: 1143.710815
	Iteration 11Q: 3 clusters Score -1.521846e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 236532 members 
Entering Unmasked Estep 
Score: -15220397.000000 Penalty: 1143.710815
	Iteration 12Q: 3 clusters Score -1.52204e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 241618 members 
Entering Unmasked Estep 
Score: -15222524.000000 Penalty: 1143.710815
	Iteration 13Q: 3 clusters Score -1.522252e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 246517 members 
Entering Unmasked Estep 
Score: -15224650.000000 Penalty: 1143.710815
	Iteration 14Q: 3 clusters Score -1.522465e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 251237 members 
Entering Unmasked Estep 
Score: -15226652.000000 Penalty: 1143.710815
	Iteration 15Q: 3 clusters Score -1.522665e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 255784 members 
Entering Unmasked Estep 
Score: -15228557.000000 Penalty: 1143.710815
	Iteration 16Q: 3 clusters Score -1.522856e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 260195 members 
Entering Unmasked Estep 
Score: -15230522.000000 Penalty: 1143.710815
	Iteration 17Q: 3 clusters Score -1.523052e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 264405 members 
Entering Unmasked Estep 
Score: -15232671.000000 Penalty: 1143.710815
	Iteration 18Q: 3 clusters Score -1.523267e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 268255 members 
Entering Unmasked Estep 
Score: -15235784.000000 Penalty: 1143.710815
	Iteration 19Q: 3 clusters Score -1.523578e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 271854 members 
Entering Unmasked Estep 
Score: -15238210.000000 Penalty: 1143.710815
	Iteration 20F: 3 clusters Score -1.523821e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 274934 members 
Entering Unmasked Estep 
Score: -15239880.000000 Penalty: 1143.710815
	Iteration 21Q: 3 clusters Score -1.523988e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 277454 members 
Entering Unmasked Estep 
Score: -15241084.000000 Penalty: 1143.710815
	Iteration 22Q: 3 clusters Score -1.524108e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 279448 members 
Entering Unmasked Estep 
Score: -15241774.000000 Penalty: 1143.710815
	Iteration 23Q: 3 clusters Score -1.524177e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 280935 members 
Entering Unmasked Estep 
Score: -15242076.000000 Penalty: 1143.710815
	Iteration 24Q: 3 clusters Score -1.524208e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 282058 members 
Entering Unmasked Estep 
Score: -15242137.000000 Penalty: 1143.710815
	Iteration 25Q: 3 clusters Score -1.524214e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 282932 members 
Entering Unmasked Estep 
Score: -15242255.000000 Penalty: 1143.710815
	Iteration 26Q: 3 clusters Score -1.524226e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 283568 members 
Entering Unmasked Estep 
Score: -15242218.000000 Penalty: 1143.710815
	Iteration 27Q: 3 clusters Score -1.524222e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 284008 members 
Entering Unmasked Estep 
Score: -15242217.000000 Penalty: 1143.710815
	Iteration 28Q: 3 clusters Score -1.524222e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 284351 members 
Entering Unmasked Estep 
Score: -15242184.000000 Penalty: 1143.710815
	Iteration 29Q: 3 clusters Score -1.524218e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 284595 members 
Entering Unmasked Estep 
Score: -15242077.000000 Penalty: 1143.710815
	Iteration 30Q: 3 clusters Score -1.524208e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 284773 members 
Entering Unmasked Estep 
Score: -15242001.000000 Penalty: 1143.710815
	Iteration 31Q: 3 clusters Score -1.5242e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 284896 members 
Entering Unmasked Estep 
Score: -15241915.000000 Penalty: 1143.710815
	Iteration 32Q: 3 clusters Score -1.524192e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 284993 members 
Entering Unmasked Estep 
Score: -15241887.000000 Penalty: 1143.710815
	Iteration 33Q: 3 clusters Score -1.524189e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 285086 members 
Entering Unmasked Estep 
Score: -15241871.000000 Penalty: 1143.710815
	Iteration 34Q: 3 clusters Score -1.524187e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 285155 members 
Entering Unmasked Estep 
Score: -15241867.000000 Penalty: 1143.710815
	Iteration 35Q: 3 clusters Score -1.524187e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 285203 members 
Entering Unmasked Estep 
Score: -15241836.000000 Penalty: 1143.710815
	Iteration 36Q: 3 clusters Score -1.524184e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 285250 members 
Entering Unmasked Estep 
Score: -15241834.000000 Penalty: 1143.710815
	Iteration 37Q: 3 clusters Score -1.524183e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 285283 members 
Entering Unmasked Estep 
Score: -15241833.000000 Penalty: 1143.710815
	Iteration 38Q: 3 clusters Score -1.524183e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 285311 members 
Entering Unmasked Estep 
Score: -15241792.000000 Penalty: 1143.710815
	Iteration 39Q: 3 clusters Score -1.524179e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 285336 members 
Entering Unmasked Estep 
Score: -15241777.000000 Penalty: 1143.710815
	Iteration 40F: 3 clusters Score -1.524178e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 285357 members 
Entering Unmasked Estep 
Score: -15241745.000000 Penalty: 1143.710815
	Iteration 41Q: 3 clusters Score -1.524174e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 285379 members 
Entering Unmasked Estep 
Score: -15241740.000000 Penalty: 1143.710815
	Iteration 42Q: 3 clusters Score -1.524174e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 285400 members 
Entering Unmasked Estep 
Score: -15241736.000000 Penalty: 1143.710815
	Iteration 43Q: 3 clusters Score -1.524174e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 285416 members 
Entering Unmasked Estep 
Score: -15241746.000000 Penalty: 1143.710815
	Iteration 44Q: 3 clusters Score -1.524175e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 285431 members 
Entering Unmasked Estep 
Score: -15241760.000000 Penalty: 1143.710815
	Iteration 45Q: 3 clusters Score -1.524176e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 285446 members 
Entering Unmasked Estep 
Score: -15241751.000000 Penalty: 1143.710815
	Iteration 46Q: 3 clusters Score -1.524175e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 285458 members 
Entering Unmasked Estep 
Score: -15241765.000000 Penalty: 1143.710815
	Iteration 47Q: 3 clusters Score -1.524176e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 285472 members 
Entering Unmasked Estep 
Score: -15241751.000000 Penalty: 1143.710815
	Iteration 48Q: 3 clusters Score -1.524175e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 285484 members 
Entering Unmasked Estep 
Score: -15241761.000000 Penalty: 1143.710815
	Iteration 49Q: 3 clusters Score -1.524176e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 285492 members 
Entering Unmasked Estep 
Score: -15241753.000000 Penalty: 1143.710815
	Iteration 50Q: 3 clusters Score -1.524175e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 285494 members 
Entering Unmasked Estep 
Score: -15241748.000000 Penalty: 1143.710815
	Iteration 51Q: 3 clusters Score -1.524175e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 285495 members 
Entering Unmasked Estep 
Score: -15241736.000000 Penalty: 1143.710815
	Iteration 52Q: 3 clusters Score -1.524174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 285506 members 
Entering Unmasked Estep 
Score: -15241745.000000 Penalty: 1143.710815
	Iteration 53Q: 3 clusters Score -1.524174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 285518 members 
Entering Unmasked Estep 
Score: -15241740.000000 Penalty: 1143.710815
	Iteration 54Q: 3 clusters Score -1.524174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 285532 members 
Entering Unmasked Estep 
Score: -15241746.000000 Penalty: 1143.710815
	Iteration 55Q: 3 clusters Score -1.524175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 285545 members 
Entering Unmasked Estep 
Score: -15241738.000000 Penalty: 1143.710815
	Iteration 56Q: 3 clusters Score -1.524174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 285553 members 
Entering Unmasked Estep 
Score: -15241729.000000 Penalty: 1143.710815
	Iteration 57Q: 3 clusters Score -1.524173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 285561 members 
Entering Unmasked Estep 
Score: -15241725.000000 Penalty: 1143.710815
	Iteration 58Q: 3 clusters Score -1.524172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 285567 members 
Entering Unmasked Estep 
Score: -15241737.000000 Penalty: 1143.710815
	Iteration 59Q: 3 clusters Score -1.524174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 285574 members 
Entering Unmasked Estep 
Score: -15241724.000000 Penalty: 1143.710815
	Iteration 60F: 3 clusters Score -1.524172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 285582 members 
Entering Unmasked Estep 
Score: -15241718.000000 Penalty: 1143.710815
	Iteration 61Q: 3 clusters Score -1.524172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 285594 members 
Entering Unmasked Estep 
Score: -15241707.000000 Penalty: 1143.710815
	Iteration 62Q: 3 clusters Score -1.524171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 285596 members 
Entering Unmasked Estep 
Score: -15241699.000000 Penalty: 1143.710815
	Iteration 63Q: 3 clusters Score -1.52417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 285599 members 
Entering Unmasked Estep 
Score: -15241715.000000 Penalty: 1143.710815
	Iteration 64Q: 3 clusters Score -1.524172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 285600 members 
Entering Unmasked Estep 
Score: -15241709.000000 Penalty: 1143.710815
	Iteration 65Q: 3 clusters Score -1.524171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 285600 members 
Entering Unmasked Estep 
Score: -15241709.000000 Penalty: 1143.710815
	Iteration 66Q: 3 clusters Score -1.524171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 285602 members 
Entering Unmasked Estep 
Score: -15241708.000000 Penalty: 1143.710815
	Iteration 67Q: 3 clusters Score -1.524171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 285599 members 
Entering Unmasked Estep 
Score: -15241706.000000 Penalty: 1143.710815
	Iteration 68Q: 3 clusters Score -1.524171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 285596 members 
Entering Unmasked Estep 
Score: -15241699.000000 Penalty: 1143.710815
	Iteration 69Q: 3 clusters Score -1.52417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 285596 members 
Entering Unmasked Estep 
Score: -15241709.000000 Penalty: 1143.710815
	Iteration 70Q: 3 clusters Score -1.524171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 285599 members 
Entering Unmasked Estep 
Score: -15241707.000000 Penalty: 1143.710815
	Iteration 71Q: 3 clusters Score -1.524171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 285604 members 
Entering Unmasked Estep 
Score: -15241705.000000 Penalty: 1143.710815
	Iteration 72Q: 3 clusters Score -1.52417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 285608 members 
Entering Unmasked Estep 
Score: -15241709.000000 Penalty: 1143.710815
	Iteration 73Q: 3 clusters Score -1.524171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 285612 members 
Entering Unmasked Estep 
Score: -15241707.000000 Penalty: 1143.710815
	Iteration 74Q: 3 clusters Score -1.524171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 285617 members 
Entering Unmasked Estep 
Score: -15241699.000000 Penalty: 1143.710815
	Iteration 75Q: 3 clusters Score -1.52417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 285621 members 
Entering Unmasked Estep 
Score: -15241702.000000 Penalty: 1143.710815
	Iteration 76Q: 3 clusters Score -1.52417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 285620 members 
Entering Unmasked Estep 
Score: -15241710.000000 Penalty: 1143.710815
	Iteration 77Q: 3 clusters Score -1.524171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 285619 members 
Entering Unmasked Estep 
Score: -15241700.000000 Penalty: 1143.710815
	Iteration 78Q: 3 clusters Score -1.52417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 285618 members 
Entering Unmasked Estep 
Score: -15241705.000000 Penalty: 1143.710815
	Iteration 79Q: 3 clusters Score -1.52417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 285617 members 
Entering Unmasked Estep 
Score: -15241698.000000 Penalty: 1143.710815
	Iteration 80F: 3 clusters Score -1.52417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 285619 members 
Entering Unmasked Estep 
Score: -15241702.000000 Penalty: 1143.710815
	Iteration 81Q: 3 clusters Score -1.52417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 285620 members 
Entering Unmasked Estep 
Score: -15241709.000000 Penalty: 1143.710815
	Iteration 82Q: 3 clusters Score -1.524171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 285623 members 
Entering Unmasked Estep 
Score: -15241701.000000 Penalty: 1143.710815
	Iteration 83Q: 3 clusters Score -1.52417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 285624 members 
Entering Unmasked Estep 
Score: -15241695.000000 Penalty: 1143.710815
	Iteration 84Q: 3 clusters Score -1.52417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 285625 members 
Entering Unmasked Estep 
Score: -15241696.000000 Penalty: 1143.710815
	Iteration 85Q: 3 clusters Score -1.52417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 285627 members 
Entering Unmasked Estep 
Score: -15241696.000000 Penalty: 1143.710815
	Iteration 86Q: 3 clusters Score -1.52417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 285628 members 
Entering Unmasked Estep 
Score: -15241706.000000 Penalty: 1143.710815
	Iteration 87Q: 3 clusters Score -1.524171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 285632 members 
Entering Unmasked Estep 
Score: -15241704.000000 Penalty: 1143.710815
	Iteration 88Q: 3 clusters Score -1.52417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 285636 members 
Entering Unmasked Estep 
Score: -15241702.000000 Penalty: 1143.710815
	Iteration 89Q: 3 clusters Score -1.52417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 285639 members 
Entering Unmasked Estep 
Score: -15241701.000000 Penalty: 1143.710815
	Iteration 90Q: 3 clusters Score -1.52417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 285638 members 
Entering Unmasked Estep 
Score: -15241702.000000 Penalty: 1143.710815
	Iteration 91Q: 3 clusters Score -1.52417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 285636 members 
Entering Unmasked Estep 
Score: -15241703.000000 Penalty: 1143.710815
	Iteration 92Q: 3 clusters Score -1.52417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 285634 members 
Entering Unmasked Estep 
Score: -15241705.000000 Penalty: 1143.710815
	Iteration 93Q: 3 clusters Score -1.52417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 285635 members 
Entering Unmasked Estep 
Score: -15241702.000000 Penalty: 1143.710815
	Iteration 94Q: 3 clusters Score -1.52417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 285636 members 
Entering Unmasked Estep 
Score: -15241703.000000 Penalty: 1143.710815
	Iteration 95Q: 3 clusters Score -1.52417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 285636 members 
Entering Unmasked Estep 
Score: -15241705.000000 Penalty: 1143.710815
	Iteration 96Q: 3 clusters Score -1.52417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 285635 members 
Entering Unmasked Estep 
Score: -15241704.000000 Penalty: 1143.710815
	Iteration 97Q: 3 clusters Score -1.52417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 285636 members 
Entering Unmasked Estep 
Score: -15241700.000000 Penalty: 1143.710815
	Iteration 98Q: 3 clusters Score -1.52417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 285636 members 
Entering Unmasked Estep 
Score: -15241700.000000 Penalty: 1143.710815
	Iteration 99F: 3 clusters Score -1.52417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47938 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 112882 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 1655 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3034 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50052 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4457 members 
Mstep: Class 36 contains 285636 members 
Entering Unmasked Estep 
Score: -27474876.000000 Penalty: 21605.181641
Splitting cluster 13 changes total score from -27474210.000000 to -27474876.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 14 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -9832.692383 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -9832.692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9544.738281 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -9544.738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9596.509766 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -9596.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9607.527344 Penalty: 487.449371
	Iteration 2Q: 3 clusters Score -9607.527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9616.321289 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -9616.321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9624.097656 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -9624.098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9624.097656 Penalty: 487.449371
	Iteration 5F: 3 clusters Score -9624.098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Entering Unmasked Estep 
Score: -159763.171875 Penalty: 364.802490
	Iteration 0F: 2 clusters Score -159763.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -157634.984375 Penalty: 729.604980
	Iteration 0F: 3 clusters Score -157635 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -158473.468750 Penalty: 729.604980
	Iteration 1F: 3 clusters Score -158473.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -158581.062500 Penalty: 729.604980
	Iteration 2F: 3 clusters Score -158581.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -158690.515625 Penalty: 729.604980
	Iteration 3F: 3 clusters Score -158690.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -158827.171875 Penalty: 729.604980
	Iteration 4F: 3 clusters Score -158827.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -159021.078125 Penalty: 729.604980
	Iteration 5F: 3 clusters Score -159021.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -159216.109375 Penalty: 729.604980
	Iteration 6F: 3 clusters Score -159216.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -159316.218750 Penalty: 729.604980
	Iteration 7Q: 3 clusters Score -159316.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -159352.890625 Penalty: 729.604980
	Iteration 8Q: 3 clusters Score -159352.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -159389.015625 Penalty: 729.604980
	Iteration 9Q: 3 clusters Score -159389 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -159414.281250 Penalty: 729.604980
	Iteration 10Q: 3 clusters Score -159414.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -159429.875000 Penalty: 729.604980
	Iteration 11Q: 3 clusters Score -159429.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -159447.546875 Penalty: 729.604980
	Iteration 12Q: 3 clusters Score -159447.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -159463.031250 Penalty: 729.604980
	Iteration 13Q: 3 clusters Score -159463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -159473.234375 Penalty: 729.604980
	Iteration 14Q: 3 clusters Score -159473.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -159480.093750 Penalty: 729.604980
	Iteration 15Q: 3 clusters Score -159480.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -159484.328125 Penalty: 729.604980
	Iteration 16Q: 3 clusters Score -159484.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -159489.046875 Penalty: 729.604980
	Iteration 17Q: 3 clusters Score -159489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -159491.656250 Penalty: 729.604980
	Iteration 18Q: 3 clusters Score -159491.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -159494.281250 Penalty: 729.604980
	Iteration 19Q: 3 clusters Score -159494.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -159496.468750 Penalty: 729.604980
	Iteration 20F: 3 clusters Score -159496.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -159499.265625 Penalty: 729.604980
	Iteration 21Q: 3 clusters Score -159499.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -159501.765625 Penalty: 729.604980
	Iteration 22Q: 3 clusters Score -159501.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -159503.109375 Penalty: 729.604980
	Iteration 23Q: 3 clusters Score -159503.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -159504.656250 Penalty: 729.604980
	Iteration 24Q: 3 clusters Score -159504.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -159506.859375 Penalty: 729.604980
	Iteration 25Q: 3 clusters Score -159506.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -159510.250000 Penalty: 729.604980
	Iteration 26Q: 3 clusters Score -159510.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -159512.218750 Penalty: 729.604980
	Iteration 27Q: 3 clusters Score -159512.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -159518.125000 Penalty: 729.604980
	Iteration 28Q: 3 clusters Score -159518.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -159523.000000 Penalty: 729.604980
	Iteration 29Q: 3 clusters Score -159523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -159527.046875 Penalty: 729.604980
	Iteration 30Q: 3 clusters Score -159527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -159530.296875 Penalty: 729.604980
	Iteration 31Q: 3 clusters Score -159530.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -159533.890625 Penalty: 729.604980
	Iteration 32Q: 3 clusters Score -159533.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -159534.968750 Penalty: 729.604980
	Iteration 33Q: 3 clusters Score -159535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -159535.546875 Penalty: 729.604980
	Iteration 34Q: 3 clusters Score -159535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -159536.250000 Penalty: 729.604980
	Iteration 35Q: 3 clusters Score -159536.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -159536.281250 Penalty: 729.604980
	Iteration 36Q: 3 clusters Score -159536.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -159536.593750 Penalty: 729.604980
	Iteration 37Q: 3 clusters Score -159536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -159536.531250 Penalty: 729.604980
	Iteration 38Q: 3 clusters Score -159536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -159536.828125 Penalty: 729.604980
	Iteration 39Q: 3 clusters Score -159536.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -159536.828125 Penalty: 729.604980
	Iteration 40F: 3 clusters Score -159536.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -73999.250000 Penalty: 331.240387
	Iteration 0F: 2 clusters Score -73999.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -72927.828125 Penalty: 662.480774
	Iteration 0F: 3 clusters Score -72927.83 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -73316.335938 Penalty: 662.480774
	Iteration 1F: 3 clusters Score -73316.34 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -73413.046875 Penalty: 662.480774
	Iteration 2F: 3 clusters Score -73413.05 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -73510.203125 Penalty: 662.480774
	Iteration 3F: 3 clusters Score -73510.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -73602.703125 Penalty: 662.480774
	Iteration 4F: 3 clusters Score -73602.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -73690.031250 Penalty: 662.480774
	Iteration 5F: 3 clusters Score -73690.03 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -73750.453125 Penalty: 662.480774
	Iteration 6F: 3 clusters Score -73750.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -73782.625000 Penalty: 662.480774
	Iteration 7Q: 3 clusters Score -73782.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -73799.414062 Penalty: 662.480774
	Iteration 8Q: 3 clusters Score -73799.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -73811.046875 Penalty: 662.480774
	Iteration 9Q: 3 clusters Score -73811.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -73817.640625 Penalty: 662.480774
	Iteration 10Q: 3 clusters Score -73817.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -73822.671875 Penalty: 662.480774
	Iteration 11Q: 3 clusters Score -73822.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -73824.648438 Penalty: 662.480774
	Iteration 12Q: 3 clusters Score -73824.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -73826.679688 Penalty: 662.480774
	Iteration 13Q: 3 clusters Score -73826.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -73828.117188 Penalty: 662.480774
	Iteration 14Q: 3 clusters Score -73828.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -73829.671875 Penalty: 662.480774
	Iteration 15Q: 3 clusters Score -73829.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -73830.140625 Penalty: 662.480774
	Iteration 16Q: 3 clusters Score -73830.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -73830.164062 Penalty: 662.480774
	Iteration 17Q: 3 clusters Score -73830.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -73830.164062 Penalty: 662.480774
	Iteration 18F: 3 clusters Score -73830.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -36357.828125 Penalty: 303.807312
	Iteration 0F: 2 clusters Score -36357.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -35698.023438 Penalty: 607.614624
	Iteration 0F: 3 clusters Score -35698.02 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35920.238281 Penalty: 607.614624
	Iteration 1F: 3 clusters Score -35920.24 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -35985.089844 Penalty: 607.614624
	Iteration 2F: 3 clusters Score -35985.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36018.613281 Penalty: 607.614624
	Iteration 3F: 3 clusters Score -36018.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36037.867188 Penalty: 607.614624
	Iteration 4Q: 3 clusters Score -36037.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36055.875000 Penalty: 607.614624
	Iteration 5Q: 3 clusters Score -36055.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36072.332031 Penalty: 607.614624
	Iteration 6Q: 3 clusters Score -36072.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36087.742188 Penalty: 607.614624
	Iteration 7Q: 3 clusters Score -36087.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36097.609375 Penalty: 607.614624
	Iteration 8Q: 3 clusters Score -36097.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36102.199219 Penalty: 607.614624
	Iteration 9Q: 3 clusters Score -36102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36110.140625 Penalty: 607.614624
	Iteration 10Q: 3 clusters Score -36110.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36118.781250 Penalty: 607.614624
	Iteration 11Q: 3 clusters Score -36118.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36137.769531 Penalty: 607.614624
	Iteration 12Q: 3 clusters Score -36137.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36149.863281 Penalty: 607.614624
	Iteration 13Q: 3 clusters Score -36149.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36158.035156 Penalty: 607.614624
	Iteration 14Q: 3 clusters Score -36158.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36166.339844 Penalty: 607.614624
	Iteration 15Q: 3 clusters Score -36166.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36171.910156 Penalty: 607.614624
	Iteration 16Q: 3 clusters Score -36171.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36173.343750 Penalty: 607.614624
	Iteration 17Q: 3 clusters Score -36173.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36173.343750 Penalty: 607.614624
	Iteration 18F: 3 clusters Score -36173.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Entering Unmasked Estep 
Score: -2546061.250000 Penalty: 492.347229
	Iteration 0F: 2 clusters Score -2546061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -2512409.500000 Penalty: 984.694458
	Iteration 0F: 3 clusters Score -2512410 nChanged 24184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -2526548.500000 Penalty: 984.694458
	Iteration 1F: 3 clusters Score -2526548 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -2527196.500000 Penalty: 984.694458
	Iteration 2Q: 3 clusters Score -2527196 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -2528341.250000 Penalty: 984.694458
	Iteration 3Q: 3 clusters Score -2528341 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -2530290.000000 Penalty: 984.694458
	Iteration 4F: 3 clusters Score -2530290 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -2533242.000000 Penalty: 984.694458
	Iteration 5F: 3 clusters Score -2533242 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -2536805.500000 Penalty: 984.694458
	Iteration 6F: 3 clusters Score -2536806 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -2540121.000000 Penalty: 984.694458
	Iteration 7F: 3 clusters Score -2540121 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -2542589.250000 Penalty: 984.694458
	Iteration 8F: 3 clusters Score -2542589 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -2544076.750000 Penalty: 984.694458
	Iteration 9Q: 3 clusters Score -2544077 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -2544878.000000 Penalty: 984.694458
	Iteration 10Q: 3 clusters Score -2544878 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -2545274.000000 Penalty: 984.694458
	Iteration 11Q: 3 clusters Score -2545274 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -2545488.750000 Penalty: 984.694458
	Iteration 12Q: 3 clusters Score -2545489 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -2545620.750000 Penalty: 984.694458
	Iteration 13Q: 3 clusters Score -2545621 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -2545685.250000 Penalty: 984.694458
	Iteration 14Q: 3 clusters Score -2545685 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -2545724.500000 Penalty: 984.694458
	Iteration 15Q: 3 clusters Score -2545724 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -2545754.000000 Penalty: 984.694458
	Iteration 16Q: 3 clusters Score -2545754 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -2545773.500000 Penalty: 984.694458
	Iteration 17Q: 3 clusters Score -2545774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -2545785.250000 Penalty: 984.694458
	Iteration 18Q: 3 clusters Score -2545785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -2545794.000000 Penalty: 984.694458
	Iteration 19Q: 3 clusters Score -2545794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -2545798.250000 Penalty: 984.694458
	Iteration 20F: 3 clusters Score -2545798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -2545803.000000 Penalty: 984.694458
	Iteration 21Q: 3 clusters Score -2545803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -2545809.000000 Penalty: 984.694458
	Iteration 22Q: 3 clusters Score -2545809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -2545810.750000 Penalty: 984.694458
	Iteration 23Q: 3 clusters Score -2545811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -2545816.500000 Penalty: 984.694458
	Iteration 24Q: 3 clusters Score -2545816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -2545821.500000 Penalty: 984.694458
	Iteration 25Q: 3 clusters Score -2545822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -2545825.250000 Penalty: 984.694458
	Iteration 26Q: 3 clusters Score -2545825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -2545832.750000 Penalty: 984.694458
	Iteration 27Q: 3 clusters Score -2545833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -2545833.000000 Penalty: 984.694458
	Iteration 28Q: 3 clusters Score -2545833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -2545833.250000 Penalty: 984.694458
	Iteration 29Q: 3 clusters Score -2545833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -2545839.250000 Penalty: 984.694458
	Iteration 30Q: 3 clusters Score -2545839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -2545841.500000 Penalty: 984.694458
	Iteration 31Q: 3 clusters Score -2545842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -2545839.750000 Penalty: 984.694458
	Iteration 32Q: 3 clusters Score -2545840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -2545842.250000 Penalty: 984.694458
	Iteration 33Q: 3 clusters Score -2545842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -2545844.000000 Penalty: 984.694458
	Iteration 34Q: 3 clusters Score -2545844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -2545843.750000 Penalty: 984.694458
	Iteration 35Q: 3 clusters Score -2545844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -2545843.750000 Penalty: 984.694458
	Iteration 36Q: 3 clusters Score -2545844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -2545842.500000 Penalty: 984.694458
	Iteration 37Q: 3 clusters Score -2545842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -2545842.250000 Penalty: 984.694458
	Iteration 38Q: 3 clusters Score -2545842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -2545842.250000 Penalty: 984.694458
	Iteration 39F: 3 clusters Score -2545842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -51404.347656 Penalty: 314.074799
	Iteration 0F: 2 clusters Score -51404.35 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 477 members 
Entering Unmasked Estep 
Score: -50618.765625 Penalty: 628.149597
	Iteration 0F: 3 clusters Score -50618.77 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -50851.722656 Penalty: 628.149597
	Iteration 1F: 3 clusters Score -50851.72 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -50896.707031 Penalty: 628.149597
	Iteration 2F: 3 clusters Score -50896.71 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -50936.562500 Penalty: 628.149597
	Iteration 3F: 3 clusters Score -50936.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50955.031250 Penalty: 628.149597
	Iteration 4Q: 3 clusters Score -50955.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -50968.339844 Penalty: 628.149597
	Iteration 5Q: 3 clusters Score -50968.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -50974.246094 Penalty: 628.149597
	Iteration 6Q: 3 clusters Score -50974.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -50982.398438 Penalty: 628.149597
	Iteration 7Q: 3 clusters Score -50982.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -50989.230469 Penalty: 628.149597
	Iteration 8Q: 3 clusters Score -50989.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50996.285156 Penalty: 628.149597
	Iteration 9Q: 3 clusters Score -50996.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -51004.703125 Penalty: 628.149597
	Iteration 10Q: 3 clusters Score -51004.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -51018.195312 Penalty: 628.149597
	Iteration 11Q: 3 clusters Score -51018.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -51028.546875 Penalty: 628.149597
	Iteration 12Q: 3 clusters Score -51028.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -51035.613281 Penalty: 628.149597
	Iteration 13Q: 3 clusters Score -51035.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51041.996094 Penalty: 628.149597
	Iteration 14Q: 3 clusters Score -51042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51048.074219 Penalty: 628.149597
	Iteration 15Q: 3 clusters Score -51048.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -51054.179688 Penalty: 628.149597
	Iteration 16Q: 3 clusters Score -51054.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -51058.300781 Penalty: 628.149597
	Iteration 17Q: 3 clusters Score -51058.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -51060.656250 Penalty: 628.149597
	Iteration 18Q: 3 clusters Score -51060.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51067.976562 Penalty: 628.149597
	Iteration 19Q: 3 clusters Score -51067.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51074.035156 Penalty: 628.149597
	Iteration 20F: 3 clusters Score -51074.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51075.546875 Penalty: 628.149597
	Iteration 21Q: 3 clusters Score -51075.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -51075.867188 Penalty: 628.149597
	Iteration 22Q: 3 clusters Score -51075.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -51076.066406 Penalty: 628.149597
	Iteration 23Q: 3 clusters Score -51076.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51076.285156 Penalty: 628.149597
	Iteration 24Q: 3 clusters Score -51076.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51076.757812 Penalty: 628.149597
	Iteration 25Q: 3 clusters Score -51076.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51076.757812 Penalty: 628.149597
	Iteration 26F: 3 clusters Score -51076.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Entering Unmasked Estep 
Score: -134668.343750 Penalty: 357.462524
	Iteration 0F: 2 clusters Score -134668.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -132886.281250 Penalty: 714.925049
	Iteration 0F: 3 clusters Score -132886.3 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -133617.546875 Penalty: 714.925049
	Iteration 1F: 3 clusters Score -133617.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -133774.656250 Penalty: 714.925049
	Iteration 2F: 3 clusters Score -133774.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -133913.859375 Penalty: 714.925049
	Iteration 3F: 3 clusters Score -133913.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -134051.906250 Penalty: 714.925049
	Iteration 4F: 3 clusters Score -134051.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -134135.171875 Penalty: 714.925049
	Iteration 5Q: 3 clusters Score -134135.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -134188.250000 Penalty: 714.925049
	Iteration 6Q: 3 clusters Score -134188.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -134219.281250 Penalty: 714.925049
	Iteration 7Q: 3 clusters Score -134219.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -134239.562500 Penalty: 714.925049
	Iteration 8Q: 3 clusters Score -134239.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -134259.781250 Penalty: 714.925049
	Iteration 9Q: 3 clusters Score -134259.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -134279.265625 Penalty: 714.925049
	Iteration 10Q: 3 clusters Score -134279.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -134297.765625 Penalty: 714.925049
	Iteration 11Q: 3 clusters Score -134297.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -134312.796875 Penalty: 714.925049
	Iteration 12Q: 3 clusters Score -134312.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -134324.937500 Penalty: 714.925049
	Iteration 13Q: 3 clusters Score -134324.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -134333.531250 Penalty: 714.925049
	Iteration 14Q: 3 clusters Score -134333.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -134338.906250 Penalty: 714.925049
	Iteration 15Q: 3 clusters Score -134338.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -134342.453125 Penalty: 714.925049
	Iteration 16Q: 3 clusters Score -134342.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -134345.109375 Penalty: 714.925049
	Iteration 17Q: 3 clusters Score -134345.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -134346.125000 Penalty: 714.925049
	Iteration 18Q: 3 clusters Score -134346.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -134346.625000 Penalty: 714.925049
	Iteration 19Q: 3 clusters Score -134346.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -134347.296875 Penalty: 714.925049
	Iteration 20F: 3 clusters Score -134347.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -134347.828125 Penalty: 714.925049
	Iteration 21Q: 3 clusters Score -134347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -134348.343750 Penalty: 714.925049
	Iteration 22Q: 3 clusters Score -134348.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -134349.515625 Penalty: 714.925049
	Iteration 23Q: 3 clusters Score -134349.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -134351.390625 Penalty: 714.925049
	Iteration 24Q: 3 clusters Score -134351.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -134353.421875 Penalty: 714.925049
	Iteration 25Q: 3 clusters Score -134353.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -134353.796875 Penalty: 714.925049
	Iteration 26Q: 3 clusters Score -134353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -134354.562500 Penalty: 714.925049
	Iteration 27Q: 3 clusters Score -134354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -134355.187500 Penalty: 714.925049
	Iteration 28Q: 3 clusters Score -134355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -134355.984375 Penalty: 714.925049
	Iteration 29Q: 3 clusters Score -134356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -134357.265625 Penalty: 714.925049
	Iteration 30Q: 3 clusters Score -134357.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -134357.718750 Penalty: 714.925049
	Iteration 31Q: 3 clusters Score -134357.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -134358.109375 Penalty: 714.925049
	Iteration 32Q: 3 clusters Score -134358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -134358.250000 Penalty: 714.925049
	Iteration 33Q: 3 clusters Score -134358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -134358.578125 Penalty: 714.925049
	Iteration 34Q: 3 clusters Score -134358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -134358.687500 Penalty: 714.925049
	Iteration 35Q: 3 clusters Score -134358.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -134358.687500 Penalty: 714.925049
	Iteration 36F: 3 clusters Score -134358.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Entering Unmasked Estep 
Score: -206460.968750 Penalty: 378.347137
	Iteration 0F: 2 clusters Score -206461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -203687.718750 Penalty: 756.694275
	Iteration 0F: 3 clusters Score -203687.7 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -204673.140625 Penalty: 756.694275
	Iteration 1F: 3 clusters Score -204673.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -204817.390625 Penalty: 756.694275
	Iteration 2F: 3 clusters Score -204817.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -204984.828125 Penalty: 756.694275
	Iteration 3F: 3 clusters Score -204984.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -205174.203125 Penalty: 756.694275
	Iteration 4F: 3 clusters Score -205174.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -205354.781250 Penalty: 756.694275
	Iteration 5F: 3 clusters Score -205354.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -205530.125000 Penalty: 756.694275
	Iteration 6Q: 3 clusters Score -205530.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -205654.187500 Penalty: 756.694275
	Iteration 7Q: 3 clusters Score -205654.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -205751.765625 Penalty: 756.694275
	Iteration 8Q: 3 clusters Score -205751.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -205813.953125 Penalty: 756.694275
	Iteration 9Q: 3 clusters Score -205814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -205875.484375 Penalty: 756.694275
	Iteration 10Q: 3 clusters Score -205875.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -205916.062500 Penalty: 756.694275
	Iteration 11Q: 3 clusters Score -205916.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -205945.296875 Penalty: 756.694275
	Iteration 12Q: 3 clusters Score -205945.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -205964.140625 Penalty: 756.694275
	Iteration 13Q: 3 clusters Score -205964.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -205984.296875 Penalty: 756.694275
	Iteration 14Q: 3 clusters Score -205984.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -205999.125000 Penalty: 756.694275
	Iteration 15Q: 3 clusters Score -205999.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -206011.375000 Penalty: 756.694275
	Iteration 16Q: 3 clusters Score -206011.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -206026.593750 Penalty: 756.694275
	Iteration 17Q: 3 clusters Score -206026.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -206045.750000 Penalty: 756.694275
	Iteration 18Q: 3 clusters Score -206045.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -206066.453125 Penalty: 756.694275
	Iteration 19Q: 3 clusters Score -206066.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -206081.781250 Penalty: 756.694275
	Iteration 20F: 3 clusters Score -206081.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -206095.671875 Penalty: 756.694275
	Iteration 21Q: 3 clusters Score -206095.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -206115.531250 Penalty: 756.694275
	Iteration 22Q: 3 clusters Score -206115.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -206136.578125 Penalty: 756.694275
	Iteration 23Q: 3 clusters Score -206136.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -206151.265625 Penalty: 756.694275
	Iteration 24Q: 3 clusters Score -206151.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -206160.343750 Penalty: 756.694275
	Iteration 25Q: 3 clusters Score -206160.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -206168.281250 Penalty: 756.694275
	Iteration 26Q: 3 clusters Score -206168.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -206174.281250 Penalty: 756.694275
	Iteration 27Q: 3 clusters Score -206174.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -206177.453125 Penalty: 756.694275
	Iteration 28Q: 3 clusters Score -206177.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -206178.296875 Penalty: 756.694275
	Iteration 29Q: 3 clusters Score -206178.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -206178.750000 Penalty: 756.694275
	Iteration 30Q: 3 clusters Score -206178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -206178.703125 Penalty: 756.694275
	Iteration 31Q: 3 clusters Score -206178.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -206179.171875 Penalty: 756.694275
	Iteration 32Q: 3 clusters Score -206179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -206179.171875 Penalty: 756.694275
	Iteration 33F: 3 clusters Score -206179.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -13859.919922 Penalty: 263.720612
	Iteration 0F: 2 clusters Score -13859.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13514.175781 Penalty: 527.441223
	Iteration 0F: 3 clusters Score -13514.18 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13632.150391 Penalty: 527.441223
	Iteration 1F: 3 clusters Score -13632.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13704.235352 Penalty: 527.441223
	Iteration 2F: 3 clusters Score -13704.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13738.555664 Penalty: 527.441223
	Iteration 3F: 3 clusters Score -13738.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13769.154297 Penalty: 527.441223
	Iteration 4F: 3 clusters Score -13769.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13801.721680 Penalty: 527.441223
	Iteration 5F: 3 clusters Score -13801.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -13814.865234 Penalty: 527.441223
	Iteration 6Q: 3 clusters Score -13814.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13824.861328 Penalty: 527.441223
	Iteration 7Q: 3 clusters Score -13824.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -13835.811523 Penalty: 527.441223
	Iteration 8Q: 3 clusters Score -13835.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -13844.248047 Penalty: 527.441223
	Iteration 9Q: 3 clusters Score -13844.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -13852.065430 Penalty: 527.441223
	Iteration 10Q: 3 clusters Score -13852.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -13854.722656 Penalty: 527.441223
	Iteration 11Q: 3 clusters Score -13854.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -13854.926758 Penalty: 527.441223
	Iteration 12Q: 3 clusters Score -13854.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -13854.926758 Penalty: 527.441223
	Iteration 13F: 3 clusters Score -13854.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -14528.870117 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -14528.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14168.105469 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -14168.11 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14261.513672 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -14261.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14290.239258 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -14290.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14304.646484 Penalty: 518.129639
	Iteration 3Q: 3 clusters Score -14304.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14312.543945 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -14312.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14313.440430 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -14313.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14315.523438 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -14315.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14316.017578 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -14316.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14317.564453 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -14317.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14319.686523 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -14319.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14319.686523 Penalty: 518.129639
	Iteration 10F: 3 clusters Score -14319.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2642.012451 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2642.012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2497.893799 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2497.894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2503.250244 Penalty: 361.296570
	Iteration 1Q: 3 clusters Score -2503.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2503.250244 Penalty: 361.296570
	Iteration 2F: 3 clusters Score -2503.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6417.771973 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6417.772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6187.175781 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6187.176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6219.708984 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6219.709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6222.870605 Penalty: 446.380005
	Iteration 2Q: 3 clusters Score -6222.871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6222.870605 Penalty: 446.380005
	Iteration 3F: 3 clusters Score -6222.871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -7535.768555 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -7535.769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7270.237305 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -7270.237 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7341.119629 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -7341.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7356.055664 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -7356.056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7372.334473 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -7372.334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7381.373535 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -7381.374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7389.209473 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -7389.209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7393.759277 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -7393.759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7396.414062 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -7396.414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7396.414062 Penalty: 475.542938
	Iteration 8F: 3 clusters Score -7396.414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -8863.344727 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -8863.345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8569.352539 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -8569.353 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8660.270508 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -8660.271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8676.977539 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -8676.978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8687.918945 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -8687.919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8699.368164 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -8699.368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8703.387695 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -8703.388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8707.854492 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -8707.854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8717.179688 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -8717.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8730.853516 Penalty: 488.303802
	Iteration 8Q: 3 clusters Score -8730.854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8742.154297 Penalty: 488.303802
	Iteration 9Q: 3 clusters Score -8742.154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8747.325195 Penalty: 488.303802
	Iteration 10Q: 3 clusters Score -8747.325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8750.866211 Penalty: 488.303802
	Iteration 11Q: 3 clusters Score -8750.866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -8751.691406 Penalty: 488.303802
	Iteration 12Q: 3 clusters Score -8751.691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -8751.691406 Penalty: 488.303802
	Iteration 13F: 3 clusters Score -8751.691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -2279.024658 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -2279.025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2119.986084 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -2119.986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2166.201172 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -2166.201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2170.097412 Penalty: 374.089508
	Iteration 2Q: 3 clusters Score -2170.097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2170.097412 Penalty: 374.089508
	Iteration 3F: 3 clusters Score -2170.097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -7758.757324 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -7758.757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7492.743164 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -7492.743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7560.015625 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -7560.016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7588.967285 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -7588.967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7597.823730 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -7597.824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7609.817383 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -7609.817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7609.817383 Penalty: 481.690735
	Iteration 5F: 3 clusters Score -7609.817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13154.135742 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13154.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12815.846680 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12815.85 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12903.548828 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12903.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12923.926758 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12923.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12942.103516 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -12942.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12960.844727 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -12960.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12994.988281 Penalty: 510.461945
	Iteration 5F: 3 clusters Score -12994.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13027.171875 Penalty: 510.461945
	Iteration 6F: 3 clusters Score -13027.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13050.278320 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -13050.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13060.422852 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -13060.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13071.051758 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -13071.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13075.436523 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -13075.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13076.228516 Penalty: 510.461945
	Iteration 11Q: 3 clusters Score -13076.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13076.228516 Penalty: 510.461945
	Iteration 12F: 3 clusters Score -13076.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -22719.064453 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -22719.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22264.517578 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -22264.52 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22378.232422 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -22378.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22422.304688 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -22422.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22451.927734 Penalty: 550.525757
	Iteration 3F: 3 clusters Score -22451.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22477.503906 Penalty: 550.525757
	Iteration 4F: 3 clusters Score -22477.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22493.539062 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -22493.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22497.906250 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -22497.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22505.253906 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -22505.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22508.333984 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -22508.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22511.605469 Penalty: 550.525757
	Iteration 9Q: 3 clusters Score -22511.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22517.042969 Penalty: 550.525757
	Iteration 10Q: 3 clusters Score -22517.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22520.589844 Penalty: 550.525757
	Iteration 11Q: 3 clusters Score -22520.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22523.322266 Penalty: 550.525757
	Iteration 12Q: 3 clusters Score -22523.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22526.335938 Penalty: 550.525757
	Iteration 13Q: 3 clusters Score -22526.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22529.019531 Penalty: 550.525757
	Iteration 14Q: 3 clusters Score -22529.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22531.091797 Penalty: 550.525757
	Iteration 15Q: 3 clusters Score -22531.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22531.218750 Penalty: 550.525757
	Iteration 16Q: 3 clusters Score -22531.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22531.564453 Penalty: 550.525757
	Iteration 17Q: 3 clusters Score -22531.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22531.906250 Penalty: 550.525757
	Iteration 18Q: 3 clusters Score -22531.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22531.906250 Penalty: 550.525757
	Iteration 19F: 3 clusters Score -22531.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6077.959961 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6077.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5839.963379 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5839.963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5885.350098 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5885.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5895.539062 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -5895.539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5896.587891 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5896.588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5897.921387 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -5897.921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5897.921387 Penalty: 440.821045
	Iteration 5F: 3 clusters Score -5897.921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -5069.981934 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -5069.982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4859.644531 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -4859.645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4901.791504 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4901.792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4920.507324 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -4920.507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4952.659180 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4952.659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4965.688477 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -4965.688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4965.688477 Penalty: 440.101654
	Iteration 5F: 3 clusters Score -4965.688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -15471.087891 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -15471.09 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 190 members 
Entering Unmasked Estep 
Score: -15070.962891 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -15070.96 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15215.818359 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -15215.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15307.206055 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -15307.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15341.215820 Penalty: 536.640991
	Iteration 3F: 3 clusters Score -15341.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15374.209961 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -15374.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15394.584961 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -15394.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15400.029297 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -15400.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15405.817383 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -15405.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15408.795898 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -15408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15408.795898 Penalty: 536.640991
	Iteration 9F: 3 clusters Score -15408.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Entering Unmasked Estep 
Score: -258142.718750 Penalty: 382.301514
	Iteration 0F: 2 clusters Score -258142.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -255076.406250 Penalty: 764.603027
	Iteration 0F: 3 clusters Score -255076.4 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -256147.593750 Penalty: 764.603027
	Iteration 1F: 3 clusters Score -256147.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -256237.109375 Penalty: 764.603027
	Iteration 2F: 3 clusters Score -256237.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -256325.531250 Penalty: 764.603027
	Iteration 3Q: 3 clusters Score -256325.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -256443.031250 Penalty: 764.603027
	Iteration 4Q: 3 clusters Score -256443 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -256582.078125 Penalty: 764.603027
	Iteration 5F: 3 clusters Score -256582.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -256766.593750 Penalty: 764.603027
	Iteration 6F: 3 clusters Score -256766.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -256987.953125 Penalty: 764.603027
	Iteration 7F: 3 clusters Score -256988 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -257218.671875 Penalty: 764.603027
	Iteration 8F: 3 clusters Score -257218.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -257444.109375 Penalty: 764.603027
	Iteration 9F: 3 clusters Score -257444.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -257592.734375 Penalty: 764.603027
	Iteration 10Q: 3 clusters Score -257592.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -257683.781250 Penalty: 764.603027
	Iteration 11Q: 3 clusters Score -257683.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -257734.015625 Penalty: 764.603027
	Iteration 12Q: 3 clusters Score -257734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -257751.609375 Penalty: 764.603027
	Iteration 13Q: 3 clusters Score -257751.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -257756.343750 Penalty: 764.603027
	Iteration 14Q: 3 clusters Score -257756.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -257767.078125 Penalty: 764.603027
	Iteration 15Q: 3 clusters Score -257767.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -257779.734375 Penalty: 764.603027
	Iteration 16Q: 3 clusters Score -257779.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -257787.406250 Penalty: 764.603027
	Iteration 17Q: 3 clusters Score -257787.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -257794.406250 Penalty: 764.603027
	Iteration 18Q: 3 clusters Score -257794.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -257799.640625 Penalty: 764.603027
	Iteration 19Q: 3 clusters Score -257799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -257801.437500 Penalty: 764.603027
	Iteration 20F: 3 clusters Score -257801.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -257802.906250 Penalty: 764.603027
	Iteration 21Q: 3 clusters Score -257802.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -257803.734375 Penalty: 764.603027
	Iteration 22Q: 3 clusters Score -257803.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -257803.734375 Penalty: 764.603027
	Iteration 23F: 3 clusters Score -257803.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47938 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 112882 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 1655 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3034 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50052 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474966.000000 Penalty: 21605.181641
Iteration 239Q: 37 clusters Score -2.747497e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47960 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113111 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 1750 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3036 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 50071 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2583 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4486 members 
Mstep: Class 36 contains 285242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475158.000000 Penalty: 21605.181641
Iteration 240F: 37 clusters Score -2.747516e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47918 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113131 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 1814 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3035 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49934 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4503 members 
Mstep: Class 36 contains 285335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475330.000000 Penalty: 21605.181641
Iteration 241Q: 37 clusters Score -2.747533e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47872 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113153 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 1876 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3036 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49841 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4517 members 
Mstep: Class 36 contains 285380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475448.000000 Penalty: 21605.181641
Iteration 242Q: 37 clusters Score -2.747545e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7671 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47819 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113120 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 1953 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3037 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49763 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4538 members 
Mstep: Class 36 contains 285449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475466.000000 Penalty: 21605.181641
Iteration 243Q: 37 clusters Score -2.747547e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7670 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47775 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113068 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2022 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3035 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49709 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4547 members 
Mstep: Class 36 contains 285524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475460.000000 Penalty: 21605.181641
Iteration 244Q: 37 clusters Score -2.747546e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7670 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47742 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 113021 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3035 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49655 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4556 members 
Mstep: Class 36 contains 285584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475540.000000 Penalty: 21605.181641
Iteration 245Q: 37 clusters Score -2.747554e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7670 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47711 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 112953 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2160 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3034 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49618 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2558 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4558 members 
Mstep: Class 36 contains 285656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475540.000000 Penalty: 21605.181641
Iteration 246Q: 37 clusters Score -2.747554e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7669 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47675 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 112883 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49584 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2557 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4561 members 
Mstep: Class 36 contains 285729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475552.000000 Penalty: 21605.181641
Iteration 247Q: 37 clusters Score -2.747555e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7669 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47636 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 112808 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2301 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49560 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2557 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4568 members 
Mstep: Class 36 contains 285788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475532.000000 Penalty: 21605.181641
Iteration 248Q: 37 clusters Score -2.747553e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7668 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47597 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 112731 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2386 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49548 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4572 members 
Mstep: Class 36 contains 285829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475526.000000 Penalty: 21605.181641
Iteration 249Q: 37 clusters Score -2.747553e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47574 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 112643 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2470 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49534 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4568 members 
Mstep: Class 36 contains 285876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475470.000000 Penalty: 21605.181641
Iteration 250Q: 37 clusters Score -2.747547e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47557 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 112548 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2526 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49523 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4565 members 
Mstep: Class 36 contains 285947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475466.000000 Penalty: 21605.181641
Iteration 251Q: 37 clusters Score -2.747547e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7668 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47544 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 112456 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2580 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49521 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4563 members 
Mstep: Class 36 contains 286002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475446.000000 Penalty: 21605.181641
Iteration 252Q: 37 clusters Score -2.747545e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47531 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 112369 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49518 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4559 members 
Mstep: Class 36 contains 286046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475424.000000 Penalty: 21605.181641
Iteration 253Q: 37 clusters Score -2.747542e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47519 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 112273 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49516 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4565 members 
Mstep: Class 36 contains 286095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475396.000000 Penalty: 21605.181641
Iteration 254Q: 37 clusters Score -2.74754e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47515 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 112180 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2751 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49516 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2548 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4571 members 
Mstep: Class 36 contains 286137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475338.000000 Penalty: 21605.181641
Iteration 255Q: 37 clusters Score -2.747534e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47510 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 112084 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49517 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 286195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475332.000000 Penalty: 21605.181641
Iteration 256Q: 37 clusters Score -2.747533e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47504 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 111995 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2836 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49515 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4580 members 
Mstep: Class 36 contains 286242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475274.000000 Penalty: 21605.181641
Iteration 257Q: 37 clusters Score -2.747527e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47497 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 111934 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49515 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4585 members 
Mstep: Class 36 contains 286272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475286.000000 Penalty: 21605.181641
Iteration 258Q: 37 clusters Score -2.747529e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47491 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 111885 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2901 members 
Mstep: Class 14 contains 213 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49509 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4591 members 
Mstep: Class 36 contains 286297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475282.000000 Penalty: 21605.181641
Iteration 259Q: 37 clusters Score -2.747528e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7666 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47483 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 111841 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2923 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49506 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4591 members 
Mstep: Class 36 contains 286333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475286.000000 Penalty: 21605.181641
Iteration 260F: 37 clusters Score -2.747529e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7664 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47476 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 111782 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 2968 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49504 members 
Mstep: Class 19 contains 996 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4592 members 
Mstep: Class 36 contains 286355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475316.000000 Penalty: 21605.181641
Iteration 261Q: 37 clusters Score -2.747532e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7662 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47465 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 111710 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49499 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4591 members 
Mstep: Class 36 contains 286395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475290.000000 Penalty: 21605.181641
Iteration 262Q: 37 clusters Score -2.747529e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7661 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47456 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 111621 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49496 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4591 members 
Mstep: Class 36 contains 286449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475250.000000 Penalty: 21605.181641
Iteration 263Q: 37 clusters Score -2.747525e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7660 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47449 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 111513 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3099 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49493 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4592 members 
Mstep: Class 36 contains 286529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475260.000000 Penalty: 21605.181641
Iteration 264Q: 37 clusters Score -2.747526e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7660 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47440 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 111404 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3024 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49490 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4594 members 
Mstep: Class 36 contains 286600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475258.000000 Penalty: 21605.181641
Iteration 265Q: 37 clusters Score -2.747526e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7660 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47436 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 111291 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49485 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4597 members 
Mstep: Class 36 contains 286667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475240.000000 Penalty: 21605.181641
Iteration 266Q: 37 clusters Score -2.747524e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7660 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47432 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 111180 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3262 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49488 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4597 members 
Mstep: Class 36 contains 286721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475236.000000 Penalty: 21605.181641
Iteration 267Q: 37 clusters Score -2.747524e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7659 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47430 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 111088 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3317 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49489 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4598 members 
Mstep: Class 36 contains 286757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475180.000000 Penalty: 21605.181641
Iteration 268Q: 37 clusters Score -2.747518e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7659 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47423 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 111003 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3369 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49492 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4599 members 
Mstep: Class 36 contains 286793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475178.000000 Penalty: 21605.181641
Iteration 269Q: 37 clusters Score -2.747518e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7659 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47417 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 110917 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49492 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4596 members 
Mstep: Class 36 contains 286836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475154.000000 Penalty: 21605.181641
Iteration 270Q: 37 clusters Score -2.747515e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7659 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47410 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 110809 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3480 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49496 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4596 members 
Mstep: Class 36 contains 286896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475122.000000 Penalty: 21605.181641
Iteration 271Q: 37 clusters Score -2.747512e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47392 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 110692 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3548 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49502 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4597 members 
Mstep: Class 36 contains 286956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475100.000000 Penalty: 21605.181641
Iteration 272Q: 37 clusters Score -2.74751e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47375 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 110568 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3625 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49505 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4598 members 
Mstep: Class 36 contains 287015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475098.000000 Penalty: 21605.181641
Iteration 273Q: 37 clusters Score -2.74751e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47353 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 110434 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3017 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49507 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4599 members 
Mstep: Class 36 contains 287103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475040.000000 Penalty: 21605.181641
Iteration 274Q: 37 clusters Score -2.747504e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47346 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 110269 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49517 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4604 members 
Mstep: Class 36 contains 287193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27475044.000000 Penalty: 21605.181641
Iteration 275Q: 37 clusters Score -2.747504e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47338 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 110103 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3825 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3015 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49521 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2529 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4610 members 
Mstep: Class 36 contains 287275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474960.000000 Penalty: 21605.181641
Iteration 276Q: 37 clusters Score -2.747496e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47339 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 109922 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3909 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49529 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2525 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4617 members 
Mstep: Class 36 contains 287348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474942.000000 Penalty: 21605.181641
Iteration 277Q: 37 clusters Score -2.747494e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47341 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 109715 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 3997 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49544 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4621 members 
Mstep: Class 36 contains 287434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474910.000000 Penalty: 21605.181641
Iteration 278Q: 37 clusters Score -2.747491e+07 nChanged 344
Entering ConstructFrom: 
Score: -27474910.000000 Penalty: 21605.181641
Entering ConstructFrom: 
Trying to split cluster 1 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -114195.218750 Penalty: 347.669342
	Iteration 0F: 2 clusters Score -114195.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -112688.914062 Penalty: 695.338684
	Iteration 0F: 3 clusters Score -112688.9 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -113204.585938 Penalty: 695.338684
	Iteration 1F: 3 clusters Score -113204.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -113314.671875 Penalty: 695.338684
	Iteration 2F: 3 clusters Score -113314.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -113399.687500 Penalty: 695.338684
	Iteration 3F: 3 clusters Score -113399.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -113473.367188 Penalty: 695.338684
	Iteration 4F: 3 clusters Score -113473.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -113536.109375 Penalty: 695.338684
	Iteration 5Q: 3 clusters Score -113536.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -113597.820312 Penalty: 695.338684
	Iteration 6Q: 3 clusters Score -113597.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -113656.648438 Penalty: 695.338684
	Iteration 7Q: 3 clusters Score -113656.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -113720.101562 Penalty: 695.338684
	Iteration 8Q: 3 clusters Score -113720.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -113768.148438 Penalty: 695.338684
	Iteration 9Q: 3 clusters Score -113768.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -113801.460938 Penalty: 695.338684
	Iteration 10Q: 3 clusters Score -113801.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -113814.617188 Penalty: 695.338684
	Iteration 11Q: 3 clusters Score -113814.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -113831.320312 Penalty: 695.338684
	Iteration 12Q: 3 clusters Score -113831.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -113842.195312 Penalty: 695.338684
	Iteration 13Q: 3 clusters Score -113842.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -113855.664062 Penalty: 695.338684
	Iteration 14Q: 3 clusters Score -113855.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -113870.648438 Penalty: 695.338684
	Iteration 15Q: 3 clusters Score -113870.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -113878.664062 Penalty: 695.338684
	Iteration 16Q: 3 clusters Score -113878.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -113882.085938 Penalty: 695.338684
	Iteration 17Q: 3 clusters Score -113882.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -113888.500000 Penalty: 695.338684
	Iteration 18Q: 3 clusters Score -113888.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -113889.093750 Penalty: 695.338684
	Iteration 19Q: 3 clusters Score -113889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -113889.093750 Penalty: 695.338684
	Iteration 20F: 3 clusters Score -113889.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Entering Unmasked Estep 
Score: -378081.781250 Penalty: 406.929535
	Iteration 0F: 2 clusters Score -378081.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -373034.562500 Penalty: 813.859070
	Iteration 0F: 3 clusters Score -373034.6 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -374939.750000 Penalty: 813.859070
	Iteration 1F: 3 clusters Score -374939.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -375096.531250 Penalty: 813.859070
	Iteration 2F: 3 clusters Score -375096.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -375246.875000 Penalty: 813.859070
	Iteration 3Q: 3 clusters Score -375246.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -375421.562500 Penalty: 813.859070
	Iteration 4Q: 3 clusters Score -375421.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -375607.437500 Penalty: 813.859070
	Iteration 5Q: 3 clusters Score -375607.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -375831.625000 Penalty: 813.859070
	Iteration 6Q: 3 clusters Score -375831.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -376169.000000 Penalty: 813.859070
	Iteration 7F: 3 clusters Score -376169 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -376512.343750 Penalty: 813.859070
	Iteration 8F: 3 clusters Score -376512.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -376712.218750 Penalty: 813.859070
	Iteration 9Q: 3 clusters Score -376712.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -376831.187500 Penalty: 813.859070
	Iteration 10Q: 3 clusters Score -376831.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -376903.406250 Penalty: 813.859070
	Iteration 11Q: 3 clusters Score -376903.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -376952.656250 Penalty: 813.859070
	Iteration 12Q: 3 clusters Score -376952.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -376985.375000 Penalty: 813.859070
	Iteration 13Q: 3 clusters Score -376985.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -377013.687500 Penalty: 813.859070
	Iteration 14Q: 3 clusters Score -377013.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -377041.906250 Penalty: 813.859070
	Iteration 15Q: 3 clusters Score -377041.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -377065.562500 Penalty: 813.859070
	Iteration 16Q: 3 clusters Score -377065.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -377089.968750 Penalty: 813.859070
	Iteration 17Q: 3 clusters Score -377090 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -377115.156250 Penalty: 813.859070
	Iteration 18Q: 3 clusters Score -377115.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -377141.625000 Penalty: 813.859070
	Iteration 19Q: 3 clusters Score -377141.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -377168.000000 Penalty: 813.859070
	Iteration 20F: 3 clusters Score -377168 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -377197.062500 Penalty: 813.859070
	Iteration 21Q: 3 clusters Score -377197.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -377219.781250 Penalty: 813.859070
	Iteration 22Q: 3 clusters Score -377219.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -377246.562500 Penalty: 813.859070
	Iteration 23Q: 3 clusters Score -377246.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -377280.218750 Penalty: 813.859070
	Iteration 24Q: 3 clusters Score -377280.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -377326.281250 Penalty: 813.859070
	Iteration 25Q: 3 clusters Score -377326.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -377366.281250 Penalty: 813.859070
	Iteration 26Q: 3 clusters Score -377366.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -377408.781250 Penalty: 813.859070
	Iteration 27Q: 3 clusters Score -377408.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -377447.812500 Penalty: 813.859070
	Iteration 28Q: 3 clusters Score -377447.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -377490.312500 Penalty: 813.859070
	Iteration 29Q: 3 clusters Score -377490.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -377532.562500 Penalty: 813.859070
	Iteration 30Q: 3 clusters Score -377532.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -377580.218750 Penalty: 813.859070
	Iteration 31Q: 3 clusters Score -377580.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -377651.093750 Penalty: 813.859070
	Iteration 32Q: 3 clusters Score -377651.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -377698.312500 Penalty: 813.859070
	Iteration 33Q: 3 clusters Score -377698.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -377718.718750 Penalty: 813.859070
	Iteration 34Q: 3 clusters Score -377718.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -377736.593750 Penalty: 813.859070
	Iteration 35Q: 3 clusters Score -377736.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -377748.781250 Penalty: 813.859070
	Iteration 36Q: 3 clusters Score -377748.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -377758.562500 Penalty: 813.859070
	Iteration 37Q: 3 clusters Score -377758.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -377767.500000 Penalty: 813.859070
	Iteration 38Q: 3 clusters Score -377767.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -377776.562500 Penalty: 813.859070
	Iteration 39Q: 3 clusters Score -377776.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -377785.000000 Penalty: 813.859070
	Iteration 40F: 3 clusters Score -377785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -377792.062500 Penalty: 813.859070
	Iteration 41Q: 3 clusters Score -377792.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -377795.875000 Penalty: 813.859070
	Iteration 42Q: 3 clusters Score -377795.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -377801.125000 Penalty: 813.859070
	Iteration 43Q: 3 clusters Score -377801.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -377807.437500 Penalty: 813.859070
	Iteration 44Q: 3 clusters Score -377807.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -377812.062500 Penalty: 813.859070
	Iteration 45Q: 3 clusters Score -377812.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -377817.312500 Penalty: 813.859070
	Iteration 46Q: 3 clusters Score -377817.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -377821.031250 Penalty: 813.859070
	Iteration 47Q: 3 clusters Score -377821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -377822.687500 Penalty: 813.859070
	Iteration 48Q: 3 clusters Score -377822.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -377822.968750 Penalty: 813.859070
	Iteration 49Q: 3 clusters Score -377823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -377825.750000 Penalty: 813.859070
	Iteration 50Q: 3 clusters Score -377825.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -377826.718750 Penalty: 813.859070
	Iteration 51Q: 3 clusters Score -377826.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -377829.625000 Penalty: 813.859070
	Iteration 52Q: 3 clusters Score -377829.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -377833.875000 Penalty: 813.859070
	Iteration 53Q: 3 clusters Score -377833.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -377838.531250 Penalty: 813.859070
	Iteration 54Q: 3 clusters Score -377838.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -377840.750000 Penalty: 813.859070
	Iteration 55Q: 3 clusters Score -377840.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -377843.093750 Penalty: 813.859070
	Iteration 56Q: 3 clusters Score -377843.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -377846.593750 Penalty: 813.859070
	Iteration 57Q: 3 clusters Score -377846.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -377848.062500 Penalty: 813.859070
	Iteration 58Q: 3 clusters Score -377848.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -377852.781250 Penalty: 813.859070
	Iteration 59Q: 3 clusters Score -377852.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -377857.125000 Penalty: 813.859070
	Iteration 60F: 3 clusters Score -377857.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -377861.906250 Penalty: 813.859070
	Iteration 61Q: 3 clusters Score -377861.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -377868.750000 Penalty: 813.859070
	Iteration 62Q: 3 clusters Score -377868.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -377875.500000 Penalty: 813.859070
	Iteration 63Q: 3 clusters Score -377875.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -377881.218750 Penalty: 813.859070
	Iteration 64Q: 3 clusters Score -377881.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -377888.906250 Penalty: 813.859070
	Iteration 65Q: 3 clusters Score -377888.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -377890.718750 Penalty: 813.859070
	Iteration 66Q: 3 clusters Score -377890.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -377893.656250 Penalty: 813.859070
	Iteration 67Q: 3 clusters Score -377893.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -377895.625000 Penalty: 813.859070
	Iteration 68Q: 3 clusters Score -377895.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -377896.843750 Penalty: 813.859070
	Iteration 69Q: 3 clusters Score -377896.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -377897.437500 Penalty: 813.859070
	Iteration 70Q: 3 clusters Score -377897.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -377898.718750 Penalty: 813.859070
	Iteration 71Q: 3 clusters Score -377898.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -377899.781250 Penalty: 813.859070
	Iteration 72Q: 3 clusters Score -377899.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -377901.843750 Penalty: 813.859070
	Iteration 73Q: 3 clusters Score -377901.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -377903.156250 Penalty: 813.859070
	Iteration 74Q: 3 clusters Score -377903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -377903.312500 Penalty: 813.859070
	Iteration 75Q: 3 clusters Score -377903.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -377903.843750 Penalty: 813.859070
	Iteration 76Q: 3 clusters Score -377903.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -377904.062500 Penalty: 813.859070
	Iteration 77Q: 3 clusters Score -377904.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -377903.343750 Penalty: 813.859070
	Iteration 78Q: 3 clusters Score -377903.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -377903.843750 Penalty: 813.859070
	Iteration 79Q: 3 clusters Score -377903.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -377903.875000 Penalty: 813.859070
	Iteration 80F: 3 clusters Score -377903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -377904.781250 Penalty: 813.859070
	Iteration 81Q: 3 clusters Score -377904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -377905.218750 Penalty: 813.859070
	Iteration 82Q: 3 clusters Score -377905.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -377905.312500 Penalty: 813.859070
	Iteration 83Q: 3 clusters Score -377905.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -377905.437500 Penalty: 813.859070
	Iteration 84Q: 3 clusters Score -377905.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -377905.031250 Penalty: 813.859070
	Iteration 85Q: 3 clusters Score -377905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -377906.625000 Penalty: 813.859070
	Iteration 86Q: 3 clusters Score -377906.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -377905.625000 Penalty: 813.859070
	Iteration 87Q: 3 clusters Score -377905.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -377906.343750 Penalty: 813.859070
	Iteration 88Q: 3 clusters Score -377906.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -377906.468750 Penalty: 813.859070
	Iteration 89Q: 3 clusters Score -377906.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -377907.062500 Penalty: 813.859070
	Iteration 90Q: 3 clusters Score -377907.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -377906.875000 Penalty: 813.859070
	Iteration 91Q: 3 clusters Score -377906.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -377907.968750 Penalty: 813.859070
	Iteration 92Q: 3 clusters Score -377908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -377907.843750 Penalty: 813.859070
	Iteration 93Q: 3 clusters Score -377907.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -377907.437500 Penalty: 813.859070
	Iteration 94Q: 3 clusters Score -377907.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -377907.687500 Penalty: 813.859070
	Iteration 95Q: 3 clusters Score -377907.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -377907.687500 Penalty: 813.859070
	Iteration 96F: 3 clusters Score -377907.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -14627.034180 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -14627.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14251.177734 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -14251.18 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14315.675781 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -14315.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14332.819336 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -14332.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14345.463867 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -14345.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14360.265625 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -14360.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14369.956055 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -14369.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14377.023438 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -14377.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14383.122070 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -14383.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14384.426758 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -14384.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14384.426758 Penalty: 525.201111
	Iteration 9F: 3 clusters Score -14384.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Entering Unmasked Estep 
Score: -2608925.000000 Penalty: 489.815399
	Iteration 0F: 2 clusters Score -2608925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2577070.500000 Penalty: 979.630798
	Iteration 0F: 3 clusters Score -2577070 nChanged 22957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2591352.750000 Penalty: 979.630798
	Iteration 1F: 3 clusters Score -2591353 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2592749.500000 Penalty: 979.630798
	Iteration 2F: 3 clusters Score -2592750 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2595229.500000 Penalty: 979.630798
	Iteration 3F: 3 clusters Score -2595230 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2598622.750000 Penalty: 979.630798
	Iteration 4F: 3 clusters Score -2598623 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2602133.250000 Penalty: 979.630798
	Iteration 5F: 3 clusters Score -2602133 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2604569.250000 Penalty: 979.630798
	Iteration 6F: 3 clusters Score -2604569 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2605991.250000 Penalty: 979.630798
	Iteration 7Q: 3 clusters Score -2605991 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2606712.000000 Penalty: 979.630798
	Iteration 8Q: 3 clusters Score -2606712 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2607112.250000 Penalty: 979.630798
	Iteration 9Q: 3 clusters Score -2607112 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2607415.000000 Penalty: 979.630798
	Iteration 10Q: 3 clusters Score -2607415 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2607638.500000 Penalty: 979.630798
	Iteration 11Q: 3 clusters Score -2607638 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2607835.250000 Penalty: 979.630798
	Iteration 12Q: 3 clusters Score -2607835 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2608000.250000 Penalty: 979.630798
	Iteration 13Q: 3 clusters Score -2608000 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2608097.500000 Penalty: 979.630798
	Iteration 14Q: 3 clusters Score -2608098 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2608189.750000 Penalty: 979.630798
	Iteration 15Q: 3 clusters Score -2608190 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2608249.250000 Penalty: 979.630798
	Iteration 16Q: 3 clusters Score -2608249 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2608316.000000 Penalty: 979.630798
	Iteration 17Q: 3 clusters Score -2608316 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2608364.750000 Penalty: 979.630798
	Iteration 18Q: 3 clusters Score -2608365 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2608417.750000 Penalty: 979.630798
	Iteration 19Q: 3 clusters Score -2608418 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2608460.250000 Penalty: 979.630798
	Iteration 20F: 3 clusters Score -2608460 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2608501.500000 Penalty: 979.630798
	Iteration 21Q: 3 clusters Score -2608502 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2608537.750000 Penalty: 979.630798
	Iteration 22Q: 3 clusters Score -2608538 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2608574.000000 Penalty: 979.630798
	Iteration 23Q: 3 clusters Score -2608574 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2608601.250000 Penalty: 979.630798
	Iteration 24Q: 3 clusters Score -2608601 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2608628.250000 Penalty: 979.630798
	Iteration 25Q: 3 clusters Score -2608628 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2608661.250000 Penalty: 979.630798
	Iteration 26Q: 3 clusters Score -2608661 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2608669.000000 Penalty: 979.630798
	Iteration 27Q: 3 clusters Score -2608669 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2608672.000000 Penalty: 979.630798
	Iteration 28Q: 3 clusters Score -2608672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2608686.000000 Penalty: 979.630798
	Iteration 29Q: 3 clusters Score -2608686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2608703.500000 Penalty: 979.630798
	Iteration 30Q: 3 clusters Score -2608704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2608712.500000 Penalty: 979.630798
	Iteration 31Q: 3 clusters Score -2608712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2608720.750000 Penalty: 979.630798
	Iteration 32Q: 3 clusters Score -2608721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2608725.750000 Penalty: 979.630798
	Iteration 33Q: 3 clusters Score -2608726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2608728.000000 Penalty: 979.630798
	Iteration 34Q: 3 clusters Score -2608728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2608732.250000 Penalty: 979.630798
	Iteration 35Q: 3 clusters Score -2608732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2608740.250000 Penalty: 979.630798
	Iteration 36Q: 3 clusters Score -2608740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2608742.750000 Penalty: 979.630798
	Iteration 37Q: 3 clusters Score -2608743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2608753.750000 Penalty: 979.630798
	Iteration 38Q: 3 clusters Score -2608754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2608761.750000 Penalty: 979.630798
	Iteration 39Q: 3 clusters Score -2608762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2608763.500000 Penalty: 979.630798
	Iteration 40F: 3 clusters Score -2608764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2608769.500000 Penalty: 979.630798
	Iteration 41Q: 3 clusters Score -2608770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2608771.250000 Penalty: 979.630798
	Iteration 42Q: 3 clusters Score -2608771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2608773.500000 Penalty: 979.630798
	Iteration 43Q: 3 clusters Score -2608774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2608772.500000 Penalty: 979.630798
	Iteration 44Q: 3 clusters Score -2608772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2608773.500000 Penalty: 979.630798
	Iteration 45Q: 3 clusters Score -2608774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2608771.250000 Penalty: 979.630798
	Iteration 46Q: 3 clusters Score -2608771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2608775.250000 Penalty: 979.630798
	Iteration 47Q: 3 clusters Score -2608775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2608778.250000 Penalty: 979.630798
	Iteration 48Q: 3 clusters Score -2608778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2608781.250000 Penalty: 979.630798
	Iteration 49Q: 3 clusters Score -2608781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2608782.000000 Penalty: 979.630798
	Iteration 50Q: 3 clusters Score -2608782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2608778.250000 Penalty: 979.630798
	Iteration 51Q: 3 clusters Score -2608778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2608775.500000 Penalty: 979.630798
	Iteration 52Q: 3 clusters Score -2608776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2608780.500000 Penalty: 979.630798
	Iteration 53Q: 3 clusters Score -2608780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2608780.000000 Penalty: 979.630798
	Iteration 54Q: 3 clusters Score -2608780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2608779.500000 Penalty: 979.630798
	Iteration 55Q: 3 clusters Score -2608780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2608779.750000 Penalty: 979.630798
	Iteration 56Q: 3 clusters Score -2608780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2608778.750000 Penalty: 979.630798
	Iteration 57Q: 3 clusters Score -2608779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2608777.750000 Penalty: 979.630798
	Iteration 58Q: 3 clusters Score -2608778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2608778.000000 Penalty: 979.630798
	Iteration 59Q: 3 clusters Score -2608778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2608776.000000 Penalty: 979.630798
	Iteration 60F: 3 clusters Score -2608776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -26905.085938 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -26905.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26396.673828 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -26396.67 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26532.150391 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -26532.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26566.691406 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -26566.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26591.041016 Penalty: 567.509644
	Iteration 3F: 3 clusters Score -26591.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26602.107422 Penalty: 567.509644
	Iteration 4Q: 3 clusters Score -26602.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26615.058594 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -26615.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26623.166016 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -26623.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26626.580078 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -26626.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26630.623047 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -26630.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26636.998047 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -26637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26641.128906 Penalty: 567.509644
	Iteration 10Q: 3 clusters Score -26641.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26643.103516 Penalty: 567.509644
	Iteration 11Q: 3 clusters Score -26643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26644.541016 Penalty: 567.509644
	Iteration 12Q: 3 clusters Score -26644.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26644.726562 Penalty: 567.509644
	Iteration 13Q: 3 clusters Score -26644.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26646.136719 Penalty: 567.509644
	Iteration 14Q: 3 clusters Score -26646.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26647.255859 Penalty: 567.509644
	Iteration 15Q: 3 clusters Score -26647.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26648.263672 Penalty: 567.509644
	Iteration 16Q: 3 clusters Score -26648.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26648.263672 Penalty: 567.509644
	Iteration 17F: 3 clusters Score -26648.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109497 members 
Entering Unmasked Estep 
Score: -5916146.000000 Penalty: 527.966187
	Iteration 0F: 2 clusters Score -5916146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -5842157.000000 Penalty: 1055.932373
	Iteration 0F: 3 clusters Score -5842157 nChanged 53718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -5874843.000000 Penalty: 1055.932373
	Iteration 1F: 3 clusters Score -5874843 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -5876828.000000 Penalty: 1055.932373
	Iteration 2Q: 3 clusters Score -5876828 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -5879821.500000 Penalty: 1055.932373
	Iteration 3F: 3 clusters Score -5879822 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -5884048.500000 Penalty: 1055.932373
	Iteration 4F: 3 clusters Score -5884048 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -5889694.000000 Penalty: 1055.932373
	Iteration 5F: 3 clusters Score -5889694 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -5895572.000000 Penalty: 1055.932373
	Iteration 6F: 3 clusters Score -5895572 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78170 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -5900055.000000 Penalty: 1055.932373
	Iteration 7F: 3 clusters Score -5900055 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80723 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -5902620.000000 Penalty: 1055.932373
	Iteration 8Q: 3 clusters Score -5902620 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82875 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -5904214.000000 Penalty: 1055.932373
	Iteration 9Q: 3 clusters Score -5904214 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84873 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -5905385.500000 Penalty: 1055.932373
	Iteration 10Q: 3 clusters Score -5905386 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -5906388.000000 Penalty: 1055.932373
	Iteration 11Q: 3 clusters Score -5906388 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88586 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -5907337.500000 Penalty: 1055.932373
	Iteration 12Q: 3 clusters Score -5907338 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90297 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -5908199.500000 Penalty: 1055.932373
	Iteration 13Q: 3 clusters Score -5908200 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91887 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -5908918.500000 Penalty: 1055.932373
	Iteration 14Q: 3 clusters Score -5908918 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93428 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -5909596.500000 Penalty: 1055.932373
	Iteration 15Q: 3 clusters Score -5909596 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94865 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -5910244.500000 Penalty: 1055.932373
	Iteration 16Q: 3 clusters Score -5910244 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96218 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -5910799.000000 Penalty: 1055.932373
	Iteration 17Q: 3 clusters Score -5910799 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97404 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -5911356.000000 Penalty: 1055.932373
	Iteration 18Q: 3 clusters Score -5911356 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98535 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -5911889.000000 Penalty: 1055.932373
	Iteration 19Q: 3 clusters Score -5911889 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -5912341.000000 Penalty: 1055.932373
	Iteration 20F: 3 clusters Score -5912341 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100529 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -5912753.500000 Penalty: 1055.932373
	Iteration 21Q: 3 clusters Score -5912754 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101391 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -5913089.000000 Penalty: 1055.932373
	Iteration 22Q: 3 clusters Score -5913089 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -5913421.000000 Penalty: 1055.932373
	Iteration 23Q: 3 clusters Score -5913421 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102903 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -5913698.000000 Penalty: 1055.932373
	Iteration 24Q: 3 clusters Score -5913698 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103550 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -5913943.000000 Penalty: 1055.932373
	Iteration 25Q: 3 clusters Score -5913943 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104163 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -5914168.500000 Penalty: 1055.932373
	Iteration 26Q: 3 clusters Score -5914168 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104729 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -5914331.500000 Penalty: 1055.932373
	Iteration 27Q: 3 clusters Score -5914332 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105241 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -5914495.500000 Penalty: 1055.932373
	Iteration 28Q: 3 clusters Score -5914496 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105738 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -5914676.000000 Penalty: 1055.932373
	Iteration 29Q: 3 clusters Score -5914676 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106198 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -5914833.000000 Penalty: 1055.932373
	Iteration 30Q: 3 clusters Score -5914833 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106598 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5914939.500000 Penalty: 1055.932373
	Iteration 31Q: 3 clusters Score -5914940 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106936 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5915055.000000 Penalty: 1055.932373
	Iteration 32Q: 3 clusters Score -5915055 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107230 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5915144.000000 Penalty: 1055.932373
	Iteration 33Q: 3 clusters Score -5915144 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107468 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5915221.500000 Penalty: 1055.932373
	Iteration 34Q: 3 clusters Score -5915222 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107681 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5915286.000000 Penalty: 1055.932373
	Iteration 35Q: 3 clusters Score -5915286 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107878 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5915368.500000 Penalty: 1055.932373
	Iteration 36Q: 3 clusters Score -5915368 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108034 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5915428.000000 Penalty: 1055.932373
	Iteration 37Q: 3 clusters Score -5915428 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108182 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5915481.500000 Penalty: 1055.932373
	Iteration 38Q: 3 clusters Score -5915482 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108304 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5915528.500000 Penalty: 1055.932373
	Iteration 39Q: 3 clusters Score -5915528 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108403 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5915550.500000 Penalty: 1055.932373
	Iteration 40F: 3 clusters Score -5915550 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108485 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5915574.000000 Penalty: 1055.932373
	Iteration 41Q: 3 clusters Score -5915574 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108554 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5915592.500000 Penalty: 1055.932373
	Iteration 42Q: 3 clusters Score -5915592 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108618 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5915616.500000 Penalty: 1055.932373
	Iteration 43Q: 3 clusters Score -5915616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108671 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5915626.500000 Penalty: 1055.932373
	Iteration 44Q: 3 clusters Score -5915626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108710 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5915643.500000 Penalty: 1055.932373
	Iteration 45Q: 3 clusters Score -5915644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108743 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5915655.500000 Penalty: 1055.932373
	Iteration 46Q: 3 clusters Score -5915656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108775 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5915660.000000 Penalty: 1055.932373
	Iteration 47Q: 3 clusters Score -5915660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108798 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5915675.500000 Penalty: 1055.932373
	Iteration 48Q: 3 clusters Score -5915676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108823 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5915678.500000 Penalty: 1055.932373
	Iteration 49Q: 3 clusters Score -5915678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108839 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5915685.500000 Penalty: 1055.932373
	Iteration 50Q: 3 clusters Score -5915686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108856 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5915695.000000 Penalty: 1055.932373
	Iteration 51Q: 3 clusters Score -5915695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108870 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5915702.000000 Penalty: 1055.932373
	Iteration 52Q: 3 clusters Score -5915702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108882 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5915711.500000 Penalty: 1055.932373
	Iteration 53Q: 3 clusters Score -5915712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5915712.000000 Penalty: 1055.932373
	Iteration 54Q: 3 clusters Score -5915712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108903 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5915710.500000 Penalty: 1055.932373
	Iteration 55Q: 3 clusters Score -5915710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108909 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5915710.500000 Penalty: 1055.932373
	Iteration 56Q: 3 clusters Score -5915710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108919 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5915712.000000 Penalty: 1055.932373
	Iteration 57Q: 3 clusters Score -5915712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108933 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5915720.500000 Penalty: 1055.932373
	Iteration 58Q: 3 clusters Score -5915720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108941 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5915726.000000 Penalty: 1055.932373
	Iteration 59Q: 3 clusters Score -5915726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5915728.000000 Penalty: 1055.932373
	Iteration 60F: 3 clusters Score -5915728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108949 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5915731.500000 Penalty: 1055.932373
	Iteration 61Q: 3 clusters Score -5915732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5915737.500000 Penalty: 1055.932373
	Iteration 62Q: 3 clusters Score -5915738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108953 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5915742.000000 Penalty: 1055.932373
	Iteration 63Q: 3 clusters Score -5915742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108957 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5915752.000000 Penalty: 1055.932373
	Iteration 64Q: 3 clusters Score -5915752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108962 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5915759.500000 Penalty: 1055.932373
	Iteration 65Q: 3 clusters Score -5915760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108968 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5915760.000000 Penalty: 1055.932373
	Iteration 66Q: 3 clusters Score -5915760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108970 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5915760.500000 Penalty: 1055.932373
	Iteration 67Q: 3 clusters Score -5915760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108975 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5915762.500000 Penalty: 1055.932373
	Iteration 68Q: 3 clusters Score -5915762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108976 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5915761.500000 Penalty: 1055.932373
	Iteration 69Q: 3 clusters Score -5915762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108978 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5915761.500000 Penalty: 1055.932373
	Iteration 70Q: 3 clusters Score -5915762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108979 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5915758.500000 Penalty: 1055.932373
	Iteration 71Q: 3 clusters Score -5915758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108979 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5915757.500000 Penalty: 1055.932373
	Iteration 72Q: 3 clusters Score -5915758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108979 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5915757.500000 Penalty: 1055.932373
	Iteration 73F: 3 clusters Score -5915758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -29784.056641 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -29784.06 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 293 members 
Entering Unmasked Estep 
Score: -29245.361328 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -29245.36 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -29455.726562 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -29455.73 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -29533.460938 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -29533.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -29587.384766 Penalty: 581.968811
	Iteration 3F: 3 clusters Score -29587.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -29617.933594 Penalty: 581.968811
	Iteration 4Q: 3 clusters Score -29617.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -29641.736328 Penalty: 581.968811
	Iteration 5Q: 3 clusters Score -29641.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -29660.220703 Penalty: 581.968811
	Iteration 6Q: 3 clusters Score -29660.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -29675.570312 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -29675.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -29685.416016 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -29685.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -29688.550781 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -29688.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -29689.042969 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -29689.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -29689.042969 Penalty: 581.968811
	Iteration 11F: 3 clusters Score -29689.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -40209.554688 Penalty: 308.331055
	Iteration 0F: 2 clusters Score -40209.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -39509.125000 Penalty: 616.662109
	Iteration 0F: 3 clusters Score -39509.12 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -39710.347656 Penalty: 616.662109
	Iteration 1F: 3 clusters Score -39710.35 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -39752.199219 Penalty: 616.662109
	Iteration 2F: 3 clusters Score -39752.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -39793.683594 Penalty: 616.662109
	Iteration 3F: 3 clusters Score -39793.68 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -39836.941406 Penalty: 616.662109
	Iteration 4F: 3 clusters Score -39836.94 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -39893.460938 Penalty: 616.662109
	Iteration 5F: 3 clusters Score -39893.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -39943.890625 Penalty: 616.662109
	Iteration 6F: 3 clusters Score -39943.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -39967.480469 Penalty: 616.662109
	Iteration 7Q: 3 clusters Score -39967.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -39980.500000 Penalty: 616.662109
	Iteration 8Q: 3 clusters Score -39980.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -39989.308594 Penalty: 616.662109
	Iteration 9Q: 3 clusters Score -39989.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -39998.082031 Penalty: 616.662109
	Iteration 10Q: 3 clusters Score -39998.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -40001.410156 Penalty: 616.662109
	Iteration 11Q: 3 clusters Score -40001.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -40003.246094 Penalty: 616.662109
	Iteration 12Q: 3 clusters Score -40003.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -40006.617188 Penalty: 616.662109
	Iteration 13Q: 3 clusters Score -40006.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -40008.277344 Penalty: 616.662109
	Iteration 14Q: 3 clusters Score -40008.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -40010.429688 Penalty: 616.662109
	Iteration 15Q: 3 clusters Score -40010.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -40015.222656 Penalty: 616.662109
	Iteration 16Q: 3 clusters Score -40015.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -40022.242188 Penalty: 616.662109
	Iteration 17Q: 3 clusters Score -40022.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -40032.132812 Penalty: 616.662109
	Iteration 18Q: 3 clusters Score -40032.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -40036.335938 Penalty: 616.662109
	Iteration 19Q: 3 clusters Score -40036.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -40038.515625 Penalty: 616.662109
	Iteration 20F: 3 clusters Score -40038.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -40045.226562 Penalty: 616.662109
	Iteration 21Q: 3 clusters Score -40045.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -40050.664062 Penalty: 616.662109
	Iteration 22Q: 3 clusters Score -40050.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -40051.789062 Penalty: 616.662109
	Iteration 23Q: 3 clusters Score -40051.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -40052.171875 Penalty: 616.662109
	Iteration 24Q: 3 clusters Score -40052.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -40053.964844 Penalty: 616.662109
	Iteration 25Q: 3 clusters Score -40053.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -40059.742188 Penalty: 616.662109
	Iteration 26Q: 3 clusters Score -40059.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -40063.640625 Penalty: 616.662109
	Iteration 27Q: 3 clusters Score -40063.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -40064.437500 Penalty: 616.662109
	Iteration 28Q: 3 clusters Score -40064.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -40064.437500 Penalty: 616.662109
	Iteration 29F: 3 clusters Score -40064.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -21072.304688 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -21072.3 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 221 members 
Entering Unmasked Estep 
Score: -20615.275391 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -20615.28 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20715.800781 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -20715.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20739.798828 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -20739.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20758.781250 Penalty: 552.647095
	Iteration 3F: 3 clusters Score -20758.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20785.941406 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -20785.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20803.900391 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -20803.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20820.458984 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -20820.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20835.369141 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -20835.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20843.826172 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -20843.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20845.923828 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -20845.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20846.210938 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -20846.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20846.210938 Penalty: 552.647095
	Iteration 11F: 3 clusters Score -20846.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -7450.401367 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -7450.401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7178.316895 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -7178.317 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7249.662109 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -7249.662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7261.476074 Penalty: 469.995514
	Iteration 2Q: 3 clusters Score -7261.476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7266.645996 Penalty: 469.995514
	Iteration 3Q: 3 clusters Score -7266.646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7274.586914 Penalty: 469.995514
	Iteration 4Q: 3 clusters Score -7274.587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7277.311523 Penalty: 469.995514
	Iteration 5Q: 3 clusters Score -7277.312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7277.311523 Penalty: 469.995514
	Iteration 6F: 3 clusters Score -7277.312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -43173.625000 Penalty: 310.211304
	Iteration 0F: 2 clusters Score -43173.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -42409.519531 Penalty: 620.422607
	Iteration 0F: 3 clusters Score -42409.52 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -42630.613281 Penalty: 620.422607
	Iteration 1F: 3 clusters Score -42630.61 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -42723.085938 Penalty: 620.422607
	Iteration 2F: 3 clusters Score -42723.09 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -42817.921875 Penalty: 620.422607
	Iteration 3F: 3 clusters Score -42817.92 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -42888.089844 Penalty: 620.422607
	Iteration 4F: 3 clusters Score -42888.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -42936.460938 Penalty: 620.422607
	Iteration 5F: 3 clusters Score -42936.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -42959.617188 Penalty: 620.422607
	Iteration 6Q: 3 clusters Score -42959.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -42968.027344 Penalty: 620.422607
	Iteration 7Q: 3 clusters Score -42968.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -42974.550781 Penalty: 620.422607
	Iteration 8Q: 3 clusters Score -42974.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -42984.187500 Penalty: 620.422607
	Iteration 9Q: 3 clusters Score -42984.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -42992.542969 Penalty: 620.422607
	Iteration 10Q: 3 clusters Score -42992.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -43000.238281 Penalty: 620.422607
	Iteration 11Q: 3 clusters Score -43000.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -43006.679688 Penalty: 620.422607
	Iteration 12Q: 3 clusters Score -43006.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -43009.417969 Penalty: 620.422607
	Iteration 13Q: 3 clusters Score -43009.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -43011.585938 Penalty: 620.422607
	Iteration 14Q: 3 clusters Score -43011.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -43012.882812 Penalty: 620.422607
	Iteration 15Q: 3 clusters Score -43012.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -43015.707031 Penalty: 620.422607
	Iteration 16Q: 3 clusters Score -43015.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -43020.675781 Penalty: 620.422607
	Iteration 17Q: 3 clusters Score -43020.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -43028.730469 Penalty: 620.422607
	Iteration 18Q: 3 clusters Score -43028.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -43029.734375 Penalty: 620.422607
	Iteration 19Q: 3 clusters Score -43029.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -43030.667969 Penalty: 620.422607
	Iteration 20F: 3 clusters Score -43030.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -43031.312500 Penalty: 620.422607
	Iteration 21Q: 3 clusters Score -43031.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -43031.398438 Penalty: 620.422607
	Iteration 22Q: 3 clusters Score -43031.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -43031.398438 Penalty: 620.422607
	Iteration 23F: 3 clusters Score -43031.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -14430.954102 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -14430.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14072.993164 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -14072.99 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14176.603516 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -14176.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14204.259766 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -14204.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14213.315430 Penalty: 527.164246
	Iteration 3Q: 3 clusters Score -14213.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14214.992188 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -14214.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14218.238281 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -14218.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14219.201172 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -14219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14220.802734 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -14220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14221.449219 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -14221.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14221.747070 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -14221.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14221.747070 Penalty: 527.164246
	Iteration 10F: 3 clusters Score -14221.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Entering Unmasked Estep 
Score: -241452.078125 Penalty: 378.369415
	Iteration 0F: 2 clusters Score -241452.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -238614.031250 Penalty: 756.738831
	Iteration 0F: 3 clusters Score -238614 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -239546.468750 Penalty: 756.738831
	Iteration 1F: 3 clusters Score -239546.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -239636.312500 Penalty: 756.738831
	Iteration 2F: 3 clusters Score -239636.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -239718.890625 Penalty: 756.738831
	Iteration 3F: 3 clusters Score -239718.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -239781.687500 Penalty: 756.738831
	Iteration 4Q: 3 clusters Score -239781.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -239846.390625 Penalty: 756.738831
	Iteration 5Q: 3 clusters Score -239846.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -239932.328125 Penalty: 756.738831
	Iteration 6Q: 3 clusters Score -239932.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -240036.781250 Penalty: 756.738831
	Iteration 7Q: 3 clusters Score -240036.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -240156.125000 Penalty: 756.738831
	Iteration 8Q: 3 clusters Score -240156.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -240295.593750 Penalty: 756.738831
	Iteration 9F: 3 clusters Score -240295.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -240450.921875 Penalty: 756.738831
	Iteration 10F: 3 clusters Score -240450.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -240643.171875 Penalty: 756.738831
	Iteration 11F: 3 clusters Score -240643.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -240822.921875 Penalty: 756.738831
	Iteration 12Q: 3 clusters Score -240822.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -240954.062500 Penalty: 756.738831
	Iteration 13Q: 3 clusters Score -240954.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -241026.343750 Penalty: 756.738831
	Iteration 14Q: 3 clusters Score -241026.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -241062.640625 Penalty: 756.738831
	Iteration 15Q: 3 clusters Score -241062.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -241090.343750 Penalty: 756.738831
	Iteration 16Q: 3 clusters Score -241090.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -241112.281250 Penalty: 756.738831
	Iteration 17Q: 3 clusters Score -241112.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -241127.593750 Penalty: 756.738831
	Iteration 18Q: 3 clusters Score -241127.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -241134.484375 Penalty: 756.738831
	Iteration 19Q: 3 clusters Score -241134.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -241139.968750 Penalty: 756.738831
	Iteration 20F: 3 clusters Score -241140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -241142.734375 Penalty: 756.738831
	Iteration 21Q: 3 clusters Score -241142.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -241144.546875 Penalty: 756.738831
	Iteration 22Q: 3 clusters Score -241144.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -241144.546875 Penalty: 756.738831
	Iteration 23F: 3 clusters Score -241144.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -9836.071289 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -9836.071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9529.317383 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -9529.317 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9589.350586 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -9589.351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9602.699219 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -9602.699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9618.284180 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -9618.284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9631.414062 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -9631.414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9637.014648 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -9637.015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9638.900391 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -9638.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9639.950195 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -9639.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9639.950195 Penalty: 487.449371
	Iteration 8F: 3 clusters Score -9639.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Entering Unmasked Estep 
Score: -158811.718750 Penalty: 364.531738
	Iteration 0F: 2 clusters Score -158811.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -156706.250000 Penalty: 729.063477
	Iteration 0F: 3 clusters Score -156706.2 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -157446.906250 Penalty: 729.063477
	Iteration 1F: 3 clusters Score -157446.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -157550.140625 Penalty: 729.063477
	Iteration 2F: 3 clusters Score -157550.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -157640.734375 Penalty: 729.063477
	Iteration 3F: 3 clusters Score -157640.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -157736.640625 Penalty: 729.063477
	Iteration 4F: 3 clusters Score -157736.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -157856.515625 Penalty: 729.063477
	Iteration 5F: 3 clusters Score -157856.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -157969.390625 Penalty: 729.063477
	Iteration 6Q: 3 clusters Score -157969.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -158088.812500 Penalty: 729.063477
	Iteration 7Q: 3 clusters Score -158088.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -158165.656250 Penalty: 729.063477
	Iteration 8Q: 3 clusters Score -158165.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -158212.968750 Penalty: 729.063477
	Iteration 9Q: 3 clusters Score -158213 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -158243.750000 Penalty: 729.063477
	Iteration 10Q: 3 clusters Score -158243.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -158273.984375 Penalty: 729.063477
	Iteration 11Q: 3 clusters Score -158274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -158302.750000 Penalty: 729.063477
	Iteration 12Q: 3 clusters Score -158302.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -158339.781250 Penalty: 729.063477
	Iteration 13Q: 3 clusters Score -158339.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -158385.937500 Penalty: 729.063477
	Iteration 14Q: 3 clusters Score -158385.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -158460.890625 Penalty: 729.063477
	Iteration 15Q: 3 clusters Score -158460.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -158522.937500 Penalty: 729.063477
	Iteration 16Q: 3 clusters Score -158522.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -158553.703125 Penalty: 729.063477
	Iteration 17Q: 3 clusters Score -158553.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -158579.859375 Penalty: 729.063477
	Iteration 18Q: 3 clusters Score -158579.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -158604.531250 Penalty: 729.063477
	Iteration 19Q: 3 clusters Score -158604.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -158623.437500 Penalty: 729.063477
	Iteration 20F: 3 clusters Score -158623.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -158636.781250 Penalty: 729.063477
	Iteration 21Q: 3 clusters Score -158636.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -158643.718750 Penalty: 729.063477
	Iteration 22Q: 3 clusters Score -158643.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -158650.593750 Penalty: 729.063477
	Iteration 23Q: 3 clusters Score -158650.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -158654.062500 Penalty: 729.063477
	Iteration 24Q: 3 clusters Score -158654.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -158658.796875 Penalty: 729.063477
	Iteration 25Q: 3 clusters Score -158658.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -158662.265625 Penalty: 729.063477
	Iteration 26Q: 3 clusters Score -158662.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -158664.343750 Penalty: 729.063477
	Iteration 27Q: 3 clusters Score -158664.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -158665.437500 Penalty: 729.063477
	Iteration 28Q: 3 clusters Score -158665.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -158666.640625 Penalty: 729.063477
	Iteration 29Q: 3 clusters Score -158666.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -158667.109375 Penalty: 729.063477
	Iteration 30Q: 3 clusters Score -158667.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -158667.640625 Penalty: 729.063477
	Iteration 31Q: 3 clusters Score -158667.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -158668.609375 Penalty: 729.063477
	Iteration 32Q: 3 clusters Score -158668.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -158669.453125 Penalty: 729.063477
	Iteration 33Q: 3 clusters Score -158669.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -158670.406250 Penalty: 729.063477
	Iteration 34Q: 3 clusters Score -158670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -158670.937500 Penalty: 729.063477
	Iteration 35Q: 3 clusters Score -158670.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -158670.937500 Penalty: 729.063477
	Iteration 36F: 3 clusters Score -158670.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -74204.921875 Penalty: 331.365631
	Iteration 0F: 2 clusters Score -74204.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -73123.289062 Penalty: 662.731262
	Iteration 0F: 3 clusters Score -73123.29 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -73489.890625 Penalty: 662.731262
	Iteration 1F: 3 clusters Score -73489.89 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -73565.546875 Penalty: 662.731262
	Iteration 2F: 3 clusters Score -73565.55 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -73632.429688 Penalty: 662.731262
	Iteration 3F: 3 clusters Score -73632.43 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -73694.570312 Penalty: 662.731262
	Iteration 4F: 3 clusters Score -73694.57 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -73748.320312 Penalty: 662.731262
	Iteration 5Q: 3 clusters Score -73748.32 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -73801.945312 Penalty: 662.731262
	Iteration 6Q: 3 clusters Score -73801.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -73854.554688 Penalty: 662.731262
	Iteration 7Q: 3 clusters Score -73854.55 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -73895.398438 Penalty: 662.731262
	Iteration 8Q: 3 clusters Score -73895.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -73917.898438 Penalty: 662.731262
	Iteration 9Q: 3 clusters Score -73917.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -73934.054688 Penalty: 662.731262
	Iteration 10Q: 3 clusters Score -73934.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -73943.476562 Penalty: 662.731262
	Iteration 11Q: 3 clusters Score -73943.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -73951.601562 Penalty: 662.731262
	Iteration 12Q: 3 clusters Score -73951.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -73958.539062 Penalty: 662.731262
	Iteration 13Q: 3 clusters Score -73958.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -73961.617188 Penalty: 662.731262
	Iteration 14Q: 3 clusters Score -73961.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -73964.687500 Penalty: 662.731262
	Iteration 15Q: 3 clusters Score -73964.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -73967.320312 Penalty: 662.731262
	Iteration 16Q: 3 clusters Score -73967.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -73970.828125 Penalty: 662.731262
	Iteration 17Q: 3 clusters Score -73970.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -73973.976562 Penalty: 662.731262
	Iteration 18Q: 3 clusters Score -73973.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -73979.085938 Penalty: 662.731262
	Iteration 19Q: 3 clusters Score -73979.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -73984.281250 Penalty: 662.731262
	Iteration 20F: 3 clusters Score -73984.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -73987.656250 Penalty: 662.731262
	Iteration 21Q: 3 clusters Score -73987.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -73989.445312 Penalty: 662.731262
	Iteration 22Q: 3 clusters Score -73989.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -73991.921875 Penalty: 662.731262
	Iteration 23Q: 3 clusters Score -73991.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -73994.375000 Penalty: 662.731262
	Iteration 24Q: 3 clusters Score -73994.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -73995.187500 Penalty: 662.731262
	Iteration 25Q: 3 clusters Score -73995.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -73995.515625 Penalty: 662.731262
	Iteration 26Q: 3 clusters Score -73995.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -73995.820312 Penalty: 662.731262
	Iteration 27Q: 3 clusters Score -73995.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -73996.429688 Penalty: 662.731262
	Iteration 28Q: 3 clusters Score -73996.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -73997.554688 Penalty: 662.731262
	Iteration 29Q: 3 clusters Score -73997.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -73999.078125 Penalty: 662.731262
	Iteration 30Q: 3 clusters Score -73999.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -74002.179688 Penalty: 662.731262
	Iteration 31Q: 3 clusters Score -74002.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -74006.984375 Penalty: 662.731262
	Iteration 32Q: 3 clusters Score -74006.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -74009.054688 Penalty: 662.731262
	Iteration 33Q: 3 clusters Score -74009.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -74012.781250 Penalty: 662.731262
	Iteration 34Q: 3 clusters Score -74012.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -74014.828125 Penalty: 662.731262
	Iteration 35Q: 3 clusters Score -74014.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -74017.367188 Penalty: 662.731262
	Iteration 36Q: 3 clusters Score -74017.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -74021.820312 Penalty: 662.731262
	Iteration 37Q: 3 clusters Score -74021.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -74024.929688 Penalty: 662.731262
	Iteration 38Q: 3 clusters Score -74024.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -74029.500000 Penalty: 662.731262
	Iteration 39Q: 3 clusters Score -74029.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -74031.117188 Penalty: 662.731262
	Iteration 40F: 3 clusters Score -74031.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -74032.117188 Penalty: 662.731262
	Iteration 41Q: 3 clusters Score -74032.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -74032.375000 Penalty: 662.731262
	Iteration 42Q: 3 clusters Score -74032.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -74032.578125 Penalty: 662.731262
	Iteration 43Q: 3 clusters Score -74032.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -74032.578125 Penalty: 662.731262
	Iteration 44F: 3 clusters Score -74032.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -36357.828125 Penalty: 303.807312
	Iteration 0F: 2 clusters Score -36357.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -35701.968750 Penalty: 607.614624
	Iteration 0F: 3 clusters Score -35701.97 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -35911.500000 Penalty: 607.614624
	Iteration 1F: 3 clusters Score -35911.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -35978.613281 Penalty: 607.614624
	Iteration 2F: 3 clusters Score -35978.61 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -36027.125000 Penalty: 607.614624
	Iteration 3F: 3 clusters Score -36027.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -36054.589844 Penalty: 607.614624
	Iteration 4Q: 3 clusters Score -36054.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -36082.777344 Penalty: 607.614624
	Iteration 5Q: 3 clusters Score -36082.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -36109.453125 Penalty: 607.614624
	Iteration 6Q: 3 clusters Score -36109.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -36135.050781 Penalty: 607.614624
	Iteration 7Q: 3 clusters Score -36135.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -36157.960938 Penalty: 607.614624
	Iteration 8Q: 3 clusters Score -36157.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -36175.300781 Penalty: 607.614624
	Iteration 9Q: 3 clusters Score -36175.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -36195.523438 Penalty: 607.614624
	Iteration 10Q: 3 clusters Score -36195.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -36205.460938 Penalty: 607.614624
	Iteration 11Q: 3 clusters Score -36205.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -36211.839844 Penalty: 607.614624
	Iteration 12Q: 3 clusters Score -36211.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -36220.937500 Penalty: 607.614624
	Iteration 13Q: 3 clusters Score -36220.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -36230.664062 Penalty: 607.614624
	Iteration 14Q: 3 clusters Score -36230.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -36235.085938 Penalty: 607.614624
	Iteration 15Q: 3 clusters Score -36235.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -36235.652344 Penalty: 607.614624
	Iteration 16Q: 3 clusters Score -36235.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -36236.425781 Penalty: 607.614624
	Iteration 17Q: 3 clusters Score -36236.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -36237.550781 Penalty: 607.614624
	Iteration 18Q: 3 clusters Score -36237.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -36237.902344 Penalty: 607.614624
	Iteration 19Q: 3 clusters Score -36237.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -36238.125000 Penalty: 607.614624
	Iteration 20F: 3 clusters Score -36238.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Entering Unmasked Estep 
Score: -2521107.750000 Penalty: 491.900482
	Iteration 0F: 2 clusters Score -2521108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -2487710.250000 Penalty: 983.800964
	Iteration 0F: 3 clusters Score -2487710 nChanged 24019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -2502214.500000 Penalty: 983.800964
	Iteration 1F: 3 clusters Score -2502214 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -2502943.000000 Penalty: 983.800964
	Iteration 2Q: 3 clusters Score -2502943 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2504099.750000 Penalty: 983.800964
	Iteration 3Q: 3 clusters Score -2504100 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2505981.500000 Penalty: 983.800964
	Iteration 4F: 3 clusters Score -2505982 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2508494.750000 Penalty: 983.800964
	Iteration 5F: 3 clusters Score -2508495 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2510829.750000 Penalty: 983.800964
	Iteration 6F: 3 clusters Score -2510830 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2512479.750000 Penalty: 983.800964
	Iteration 7F: 3 clusters Score -2512480 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2513499.000000 Penalty: 983.800964
	Iteration 8Q: 3 clusters Score -2513499 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2514224.750000 Penalty: 983.800964
	Iteration 9Q: 3 clusters Score -2514225 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2514913.000000 Penalty: 983.800964
	Iteration 10Q: 3 clusters Score -2514913 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2515662.250000 Penalty: 983.800964
	Iteration 11Q: 3 clusters Score -2515662 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2516527.250000 Penalty: 983.800964
	Iteration 12Q: 3 clusters Score -2516527 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2517476.000000 Penalty: 983.800964
	Iteration 13Q: 3 clusters Score -2517476 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2518218.750000 Penalty: 983.800964
	Iteration 14Q: 3 clusters Score -2518219 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2518836.750000 Penalty: 983.800964
	Iteration 15Q: 3 clusters Score -2518837 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2519311.000000 Penalty: 983.800964
	Iteration 16Q: 3 clusters Score -2519311 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2519631.750000 Penalty: 983.800964
	Iteration 17Q: 3 clusters Score -2519632 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2519846.750000 Penalty: 983.800964
	Iteration 18Q: 3 clusters Score -2519847 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2519983.000000 Penalty: 983.800964
	Iteration 19Q: 3 clusters Score -2519983 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2520085.500000 Penalty: 983.800964
	Iteration 20F: 3 clusters Score -2520086 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2520149.000000 Penalty: 983.800964
	Iteration 21Q: 3 clusters Score -2520149 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2520189.500000 Penalty: 983.800964
	Iteration 22Q: 3 clusters Score -2520190 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2520227.250000 Penalty: 983.800964
	Iteration 23Q: 3 clusters Score -2520227 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2520244.000000 Penalty: 983.800964
	Iteration 24Q: 3 clusters Score -2520244 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2520252.750000 Penalty: 983.800964
	Iteration 25Q: 3 clusters Score -2520253 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2520266.750000 Penalty: 983.800964
	Iteration 26Q: 3 clusters Score -2520267 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2520268.750000 Penalty: 983.800964
	Iteration 27Q: 3 clusters Score -2520269 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2520278.500000 Penalty: 983.800964
	Iteration 28Q: 3 clusters Score -2520278 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2520292.250000 Penalty: 983.800964
	Iteration 29Q: 3 clusters Score -2520292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2520294.000000 Penalty: 983.800964
	Iteration 30Q: 3 clusters Score -2520294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2520306.750000 Penalty: 983.800964
	Iteration 31Q: 3 clusters Score -2520307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2520322.500000 Penalty: 983.800964
	Iteration 32Q: 3 clusters Score -2520322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2520339.500000 Penalty: 983.800964
	Iteration 33Q: 3 clusters Score -2520340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2520335.750000 Penalty: 983.800964
	Iteration 34Q: 3 clusters Score -2520336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2520341.000000 Penalty: 983.800964
	Iteration 35Q: 3 clusters Score -2520341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2520346.500000 Penalty: 983.800964
	Iteration 36Q: 3 clusters Score -2520346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2520345.500000 Penalty: 983.800964
	Iteration 37Q: 3 clusters Score -2520346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2520350.000000 Penalty: 983.800964
	Iteration 38Q: 3 clusters Score -2520350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2520343.250000 Penalty: 983.800964
	Iteration 39Q: 3 clusters Score -2520343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2520343.750000 Penalty: 983.800964
	Iteration 40F: 3 clusters Score -2520344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2520346.500000 Penalty: 983.800964
	Iteration 41Q: 3 clusters Score -2520346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2520344.000000 Penalty: 983.800964
	Iteration 42Q: 3 clusters Score -2520344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2520349.250000 Penalty: 983.800964
	Iteration 43Q: 3 clusters Score -2520349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2520346.750000 Penalty: 983.800964
	Iteration 44Q: 3 clusters Score -2520347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2520346.000000 Penalty: 983.800964
	Iteration 45Q: 3 clusters Score -2520346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2520349.500000 Penalty: 983.800964
	Iteration 46Q: 3 clusters Score -2520350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2520358.500000 Penalty: 983.800964
	Iteration 47Q: 3 clusters Score -2520358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2520360.500000 Penalty: 983.800964
	Iteration 48Q: 3 clusters Score -2520360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2520356.000000 Penalty: 983.800964
	Iteration 49Q: 3 clusters Score -2520356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2520367.750000 Penalty: 983.800964
	Iteration 50Q: 3 clusters Score -2520368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2520369.500000 Penalty: 983.800964
	Iteration 51Q: 3 clusters Score -2520370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2520374.750000 Penalty: 983.800964
	Iteration 52Q: 3 clusters Score -2520375 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2520375.500000 Penalty: 983.800964
	Iteration 53Q: 3 clusters Score -2520376 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2520382.250000 Penalty: 983.800964
	Iteration 54Q: 3 clusters Score -2520382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2520388.500000 Penalty: 983.800964
	Iteration 55Q: 3 clusters Score -2520388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2520390.500000 Penalty: 983.800964
	Iteration 56Q: 3 clusters Score -2520390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2520399.000000 Penalty: 983.800964
	Iteration 57Q: 3 clusters Score -2520399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2520404.500000 Penalty: 983.800964
	Iteration 58Q: 3 clusters Score -2520404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2520405.750000 Penalty: 983.800964
	Iteration 59Q: 3 clusters Score -2520406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2520413.000000 Penalty: 983.800964
	Iteration 60F: 3 clusters Score -2520413 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2520417.750000 Penalty: 983.800964
	Iteration 61Q: 3 clusters Score -2520418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2520419.000000 Penalty: 983.800964
	Iteration 62Q: 3 clusters Score -2520419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2520420.000000 Penalty: 983.800964
	Iteration 63Q: 3 clusters Score -2520420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2520425.750000 Penalty: 983.800964
	Iteration 64Q: 3 clusters Score -2520426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2520430.500000 Penalty: 983.800964
	Iteration 65Q: 3 clusters Score -2520430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2520439.500000 Penalty: 983.800964
	Iteration 66Q: 3 clusters Score -2520440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2520441.750000 Penalty: 983.800964
	Iteration 67Q: 3 clusters Score -2520442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2520448.750000 Penalty: 983.800964
	Iteration 68Q: 3 clusters Score -2520449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2520451.250000 Penalty: 983.800964
	Iteration 69Q: 3 clusters Score -2520451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2520454.000000 Penalty: 983.800964
	Iteration 70Q: 3 clusters Score -2520454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2520452.250000 Penalty: 983.800964
	Iteration 71Q: 3 clusters Score -2520452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2520452.000000 Penalty: 983.800964
	Iteration 72Q: 3 clusters Score -2520452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2520452.500000 Penalty: 983.800964
	Iteration 73Q: 3 clusters Score -2520452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2520449.750000 Penalty: 983.800964
	Iteration 74Q: 3 clusters Score -2520450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2520451.750000 Penalty: 983.800964
	Iteration 75Q: 3 clusters Score -2520452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2520454.750000 Penalty: 983.800964
	Iteration 76Q: 3 clusters Score -2520455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2520455.250000 Penalty: 983.800964
	Iteration 77Q: 3 clusters Score -2520455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2520455.750000 Penalty: 983.800964
	Iteration 78Q: 3 clusters Score -2520456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2520454.750000 Penalty: 983.800964
	Iteration 79Q: 3 clusters Score -2520455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2520453.750000 Penalty: 983.800964
	Iteration 80F: 3 clusters Score -2520454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2520451.500000 Penalty: 983.800964
	Iteration 81Q: 3 clusters Score -2520452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2520451.000000 Penalty: 983.800964
	Iteration 82Q: 3 clusters Score -2520451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2520454.000000 Penalty: 983.800964
	Iteration 83Q: 3 clusters Score -2520454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2520456.750000 Penalty: 983.800964
	Iteration 84Q: 3 clusters Score -2520457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2520456.500000 Penalty: 983.800964
	Iteration 85Q: 3 clusters Score -2520456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2520455.750000 Penalty: 983.800964
	Iteration 86Q: 3 clusters Score -2520456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2520455.750000 Penalty: 983.800964
	Iteration 87Q: 3 clusters Score -2520456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2520454.000000 Penalty: 983.800964
	Iteration 88Q: 3 clusters Score -2520454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2520452.750000 Penalty: 983.800964
	Iteration 89Q: 3 clusters Score -2520453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2520456.500000 Penalty: 983.800964
	Iteration 90Q: 3 clusters Score -2520456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2520458.250000 Penalty: 983.800964
	Iteration 91Q: 3 clusters Score -2520458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2520455.250000 Penalty: 983.800964
	Iteration 92Q: 3 clusters Score -2520455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2520456.750000 Penalty: 983.800964
	Iteration 93Q: 3 clusters Score -2520457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2520455.250000 Penalty: 983.800964
	Iteration 94Q: 3 clusters Score -2520455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2520453.500000 Penalty: 983.800964
	Iteration 95Q: 3 clusters Score -2520454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2520455.250000 Penalty: 983.800964
	Iteration 96Q: 3 clusters Score -2520455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2520455.250000 Penalty: 983.800964
	Iteration 97F: 3 clusters Score -2520455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -51409.507812 Penalty: 314.074799
	Iteration 0F: 2 clusters Score -51409.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -50619.839844 Penalty: 628.149597
	Iteration 0F: 3 clusters Score -50619.84 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -50853.605469 Penalty: 628.149597
	Iteration 1F: 3 clusters Score -50853.61 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -50933.601562 Penalty: 628.149597
	Iteration 2F: 3 clusters Score -50933.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -51004.132812 Penalty: 628.149597
	Iteration 3F: 3 clusters Score -51004.13 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -51056.582031 Penalty: 628.149597
	Iteration 4F: 3 clusters Score -51056.58 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -51084.144531 Penalty: 628.149597
	Iteration 5F: 3 clusters Score -51084.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -51097.371094 Penalty: 628.149597
	Iteration 6Q: 3 clusters Score -51097.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -51101.421875 Penalty: 628.149597
	Iteration 7Q: 3 clusters Score -51101.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -51103.425781 Penalty: 628.149597
	Iteration 8Q: 3 clusters Score -51103.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -51104.769531 Penalty: 628.149597
	Iteration 9Q: 3 clusters Score -51104.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -51105.527344 Penalty: 628.149597
	Iteration 10Q: 3 clusters Score -51105.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -51106.421875 Penalty: 628.149597
	Iteration 11Q: 3 clusters Score -51106.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -51106.867188 Penalty: 628.149597
	Iteration 12Q: 3 clusters Score -51106.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -51107.687500 Penalty: 628.149597
	Iteration 13Q: 3 clusters Score -51107.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -51108.066406 Penalty: 628.149597
	Iteration 14Q: 3 clusters Score -51108.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -51108.066406 Penalty: 628.149597
	Iteration 15F: 3 clusters Score -51108.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -131365.578125 Penalty: 356.338593
	Iteration 0F: 2 clusters Score -131365.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -129583.000000 Penalty: 712.677185
	Iteration 0F: 3 clusters Score -129583 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -130259.718750 Penalty: 712.677185
	Iteration 1F: 3 clusters Score -130259.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -130459.179688 Penalty: 712.677185
	Iteration 2F: 3 clusters Score -130459.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -130638.398438 Penalty: 712.677185
	Iteration 3F: 3 clusters Score -130638.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -130778.765625 Penalty: 712.677185
	Iteration 4F: 3 clusters Score -130778.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -130858.929688 Penalty: 712.677185
	Iteration 5F: 3 clusters Score -130858.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -130894.195312 Penalty: 712.677185
	Iteration 6Q: 3 clusters Score -130894.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -130914.835938 Penalty: 712.677185
	Iteration 7Q: 3 clusters Score -130914.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -130927.945312 Penalty: 712.677185
	Iteration 8Q: 3 clusters Score -130927.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -130942.804688 Penalty: 712.677185
	Iteration 9Q: 3 clusters Score -130942.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -130958.812500 Penalty: 712.677185
	Iteration 10Q: 3 clusters Score -130958.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -130971.312500 Penalty: 712.677185
	Iteration 11Q: 3 clusters Score -130971.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -130981.390625 Penalty: 712.677185
	Iteration 12Q: 3 clusters Score -130981.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -130997.562500 Penalty: 712.677185
	Iteration 13Q: 3 clusters Score -130997.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -131016.773438 Penalty: 712.677185
	Iteration 14Q: 3 clusters Score -131016.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -131033.687500 Penalty: 712.677185
	Iteration 15Q: 3 clusters Score -131033.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -131046.703125 Penalty: 712.677185
	Iteration 16Q: 3 clusters Score -131046.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -131056.976562 Penalty: 712.677185
	Iteration 17Q: 3 clusters Score -131057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -131072.640625 Penalty: 712.677185
	Iteration 18Q: 3 clusters Score -131072.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -131082.718750 Penalty: 712.677185
	Iteration 19Q: 3 clusters Score -131082.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -131094.562500 Penalty: 712.677185
	Iteration 20F: 3 clusters Score -131094.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -131108.390625 Penalty: 712.677185
	Iteration 21Q: 3 clusters Score -131108.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -131117.515625 Penalty: 712.677185
	Iteration 22Q: 3 clusters Score -131117.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -131126.484375 Penalty: 712.677185
	Iteration 23Q: 3 clusters Score -131126.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -131135.531250 Penalty: 712.677185
	Iteration 24Q: 3 clusters Score -131135.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -131149.921875 Penalty: 712.677185
	Iteration 25Q: 3 clusters Score -131149.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -131155.078125 Penalty: 712.677185
	Iteration 26Q: 3 clusters Score -131155.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -131159.562500 Penalty: 712.677185
	Iteration 27Q: 3 clusters Score -131159.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -131163.484375 Penalty: 712.677185
	Iteration 28Q: 3 clusters Score -131163.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -131166.609375 Penalty: 712.677185
	Iteration 29Q: 3 clusters Score -131166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -131167.640625 Penalty: 712.677185
	Iteration 30Q: 3 clusters Score -131167.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -131169.921875 Penalty: 712.677185
	Iteration 31Q: 3 clusters Score -131169.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -131170.437500 Penalty: 712.677185
	Iteration 32Q: 3 clusters Score -131170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -131171.562500 Penalty: 712.677185
	Iteration 33Q: 3 clusters Score -131171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -131172.156250 Penalty: 712.677185
	Iteration 34Q: 3 clusters Score -131172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -131172.828125 Penalty: 712.677185
	Iteration 35Q: 3 clusters Score -131172.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -131174.125000 Penalty: 712.677185
	Iteration 36Q: 3 clusters Score -131174.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -131175.390625 Penalty: 712.677185
	Iteration 37Q: 3 clusters Score -131175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -131175.656250 Penalty: 712.677185
	Iteration 38Q: 3 clusters Score -131175.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -131176.781250 Penalty: 712.677185
	Iteration 39Q: 3 clusters Score -131176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -131177.359375 Penalty: 712.677185
	Iteration 40F: 3 clusters Score -131177.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -131177.406250 Penalty: 712.677185
	Iteration 41Q: 3 clusters Score -131177.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -131178.359375 Penalty: 712.677185
	Iteration 42Q: 3 clusters Score -131178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -131178.453125 Penalty: 712.677185
	Iteration 43Q: 3 clusters Score -131178.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -131178.765625 Penalty: 712.677185
	Iteration 44Q: 3 clusters Score -131178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -131179.156250 Penalty: 712.677185
	Iteration 45Q: 3 clusters Score -131179.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -131180.031250 Penalty: 712.677185
	Iteration 46Q: 3 clusters Score -131180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -131180.578125 Penalty: 712.677185
	Iteration 47Q: 3 clusters Score -131180.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -131182.062500 Penalty: 712.677185
	Iteration 48Q: 3 clusters Score -131182.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -131183.281250 Penalty: 712.677185
	Iteration 49Q: 3 clusters Score -131183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -131183.843750 Penalty: 712.677185
	Iteration 50Q: 3 clusters Score -131183.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -131184.531250 Penalty: 712.677185
	Iteration 51Q: 3 clusters Score -131184.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -131185.062500 Penalty: 712.677185
	Iteration 52Q: 3 clusters Score -131185.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -131185.062500 Penalty: 712.677185
	Iteration 53F: 3 clusters Score -131185.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Entering Unmasked Estep 
Score: -206460.968750 Penalty: 378.347137
	Iteration 0F: 2 clusters Score -206461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -203707.125000 Penalty: 756.694275
	Iteration 0F: 3 clusters Score -203707.1 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -204755.703125 Penalty: 756.694275
	Iteration 1F: 3 clusters Score -204755.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -204944.500000 Penalty: 756.694275
	Iteration 2F: 3 clusters Score -204944.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -205122.390625 Penalty: 756.694275
	Iteration 3F: 3 clusters Score -205122.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -205253.968750 Penalty: 756.694275
	Iteration 4F: 3 clusters Score -205254 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -205348.593750 Penalty: 756.694275
	Iteration 5Q: 3 clusters Score -205348.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -205409.484375 Penalty: 756.694275
	Iteration 6Q: 3 clusters Score -205409.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -205470.234375 Penalty: 756.694275
	Iteration 7Q: 3 clusters Score -205470.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -205549.625000 Penalty: 756.694275
	Iteration 8Q: 3 clusters Score -205549.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -205626.171875 Penalty: 756.694275
	Iteration 9Q: 3 clusters Score -205626.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -205700.265625 Penalty: 756.694275
	Iteration 10Q: 3 clusters Score -205700.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -205745.703125 Penalty: 756.694275
	Iteration 11Q: 3 clusters Score -205745.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -205778.593750 Penalty: 756.694275
	Iteration 12Q: 3 clusters Score -205778.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -205806.937500 Penalty: 756.694275
	Iteration 13Q: 3 clusters Score -205806.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -205830.703125 Penalty: 756.694275
	Iteration 14Q: 3 clusters Score -205830.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -205857.906250 Penalty: 756.694275
	Iteration 15Q: 3 clusters Score -205857.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -205885.156250 Penalty: 756.694275
	Iteration 16Q: 3 clusters Score -205885.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -205903.984375 Penalty: 756.694275
	Iteration 17Q: 3 clusters Score -205904 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -205928.000000 Penalty: 756.694275
	Iteration 18Q: 3 clusters Score -205928 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -205946.796875 Penalty: 756.694275
	Iteration 19Q: 3 clusters Score -205946.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -205962.015625 Penalty: 756.694275
	Iteration 20F: 3 clusters Score -205962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -205981.031250 Penalty: 756.694275
	Iteration 21Q: 3 clusters Score -205981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -206008.468750 Penalty: 756.694275
	Iteration 22Q: 3 clusters Score -206008.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -206031.953125 Penalty: 756.694275
	Iteration 23Q: 3 clusters Score -206032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -206055.984375 Penalty: 756.694275
	Iteration 24Q: 3 clusters Score -206056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -206073.406250 Penalty: 756.694275
	Iteration 25Q: 3 clusters Score -206073.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -206088.234375 Penalty: 756.694275
	Iteration 26Q: 3 clusters Score -206088.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -206097.953125 Penalty: 756.694275
	Iteration 27Q: 3 clusters Score -206098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -206106.484375 Penalty: 756.694275
	Iteration 28Q: 3 clusters Score -206106.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -206112.578125 Penalty: 756.694275
	Iteration 29Q: 3 clusters Score -206112.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -206116.265625 Penalty: 756.694275
	Iteration 30Q: 3 clusters Score -206116.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -206118.984375 Penalty: 756.694275
	Iteration 31Q: 3 clusters Score -206119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -206121.531250 Penalty: 756.694275
	Iteration 32Q: 3 clusters Score -206121.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -206122.796875 Penalty: 756.694275
	Iteration 33Q: 3 clusters Score -206122.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -206123.640625 Penalty: 756.694275
	Iteration 34Q: 3 clusters Score -206123.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -206125.125000 Penalty: 756.694275
	Iteration 35Q: 3 clusters Score -206125.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -206125.875000 Penalty: 756.694275
	Iteration 36Q: 3 clusters Score -206125.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -206129.203125 Penalty: 756.694275
	Iteration 37Q: 3 clusters Score -206129.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -206130.781250 Penalty: 756.694275
	Iteration 38Q: 3 clusters Score -206130.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -206131.656250 Penalty: 756.694275
	Iteration 39Q: 3 clusters Score -206131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -206131.828125 Penalty: 756.694275
	Iteration 40F: 3 clusters Score -206131.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -206132.218750 Penalty: 756.694275
	Iteration 41Q: 3 clusters Score -206132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -206132.500000 Penalty: 756.694275
	Iteration 42Q: 3 clusters Score -206132.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -206132.859375 Penalty: 756.694275
	Iteration 43Q: 3 clusters Score -206132.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -206133.265625 Penalty: 756.694275
	Iteration 44Q: 3 clusters Score -206133.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -206133.640625 Penalty: 756.694275
	Iteration 45Q: 3 clusters Score -206133.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -206133.703125 Penalty: 756.694275
	Iteration 46Q: 3 clusters Score -206133.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -206133.703125 Penalty: 756.694275
	Iteration 47F: 3 clusters Score -206133.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -13904.577148 Penalty: 263.858734
	Iteration 0F: 2 clusters Score -13904.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13542.655273 Penalty: 527.717468
	Iteration 0F: 3 clusters Score -13542.66 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13664.504883 Penalty: 527.717468
	Iteration 1F: 3 clusters Score -13664.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13781.160156 Penalty: 527.717468
	Iteration 2F: 3 clusters Score -13781.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13860.060547 Penalty: 527.717468
	Iteration 3F: 3 clusters Score -13860.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13890.161133 Penalty: 527.717468
	Iteration 4Q: 3 clusters Score -13890.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -13897.686523 Penalty: 527.717468
	Iteration 5Q: 3 clusters Score -13897.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -13900.578125 Penalty: 527.717468
	Iteration 6Q: 3 clusters Score -13900.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13905.135742 Penalty: 527.717468
	Iteration 7Q: 3 clusters Score -13905.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13906.488281 Penalty: 527.717468
	Iteration 8Q: 3 clusters Score -13906.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -13912.766602 Penalty: 527.717468
	Iteration 9Q: 3 clusters Score -13912.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13917.025391 Penalty: 527.717468
	Iteration 10Q: 3 clusters Score -13917.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13919.145508 Penalty: 527.717468
	Iteration 11Q: 3 clusters Score -13919.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13922.167969 Penalty: 527.717468
	Iteration 12Q: 3 clusters Score -13922.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13922.167969 Penalty: 527.717468
	Iteration 13F: 3 clusters Score -13922.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47343 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 109497 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 4088 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49563 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 83 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4629 members 
Mstep: Class 36 contains 287521 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
Score: -27474552.000000 Penalty: 22205.326172
Splitting cluster 22 changes total score from -27474910.000000 to -27474552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -14528.870117 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -14528.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14151.887695 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -14151.89 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14260.316406 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -14260.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14301.966797 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -14301.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14335.156250 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -14335.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14350.588867 Penalty: 518.129639
	Iteration 4F: 3 clusters Score -14350.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14362.838867 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -14362.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -14374.547852 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -14374.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14376.668945 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -14376.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14378.572266 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -14378.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14378.572266 Penalty: 518.129639
	Iteration 9F: 3 clusters Score -14378.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2642.012451 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2642.012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2487.375244 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2487.375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2501.974609 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2501.975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2507.360107 Penalty: 361.296570
	Iteration 2Q: 3 clusters Score -2507.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2511.638184 Penalty: 361.296570
	Iteration 3Q: 3 clusters Score -2511.638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2511.638184 Penalty: 361.296570
	Iteration 4F: 3 clusters Score -2511.638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6417.771973 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6417.772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6175.834473 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6175.834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6219.019043 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6219.019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6236.433105 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -6236.433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6236.670410 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6236.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6237.399414 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6237.399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6237.399414 Penalty: 446.380005
	Iteration 5F: 3 clusters Score -6237.399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -7535.768555 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -7535.769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7267.666504 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -7267.667 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7352.846191 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -7352.846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7380.003906 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -7380.004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7384.575684 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -7384.576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7385.398438 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -7385.398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7386.602051 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -7386.602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7387.040527 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -7387.041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7390.789551 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -7390.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7393.504883 Penalty: 475.542938
	Iteration 8Q: 3 clusters Score -7393.505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7393.504883 Penalty: 475.542938
	Iteration 9F: 3 clusters Score -7393.505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -8863.344727 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -8863.345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8583.433594 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -8583.434 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8650.950195 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -8650.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8682.835938 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -8682.836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8695.300781 Penalty: 488.303802
	Iteration 3F: 3 clusters Score -8695.301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8705.868164 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -8705.868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8717.953125 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -8717.953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8732.057617 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -8732.058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8739.900391 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -8739.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8749.285156 Penalty: 488.303802
	Iteration 8Q: 3 clusters Score -8749.285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8757.553711 Penalty: 488.303802
	Iteration 9Q: 3 clusters Score -8757.554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8760.289062 Penalty: 488.303802
	Iteration 10Q: 3 clusters Score -8760.289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8762.353516 Penalty: 488.303802
	Iteration 11Q: 3 clusters Score -8762.354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8765.014648 Penalty: 488.303802
	Iteration 12Q: 3 clusters Score -8765.015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8765.485352 Penalty: 488.303802
	Iteration 13Q: 3 clusters Score -8765.485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8765.729492 Penalty: 488.303802
	Iteration 14Q: 3 clusters Score -8765.729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8765.729492 Penalty: 488.303802
	Iteration 15F: 3 clusters Score -8765.729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -2279.024658 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -2279.025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2148.742676 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -2148.743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2175.588135 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -2175.588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2201.662354 Penalty: 374.089508
	Iteration 2Q: 3 clusters Score -2201.662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2201.662354 Penalty: 374.089508
	Iteration 3F: 3 clusters Score -2201.662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -7758.757324 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -7758.757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7513.392090 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -7513.392 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7611.181152 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -7611.181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7653.561035 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -7653.561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7665.550781 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -7665.551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7677.948730 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -7677.949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7688.714355 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -7688.714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7699.342285 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -7699.342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7704.631348 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -7704.631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7707.607910 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -7707.608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7708.442383 Penalty: 481.690735
	Iteration 9Q: 3 clusters Score -7708.442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7709.746582 Penalty: 481.690735
	Iteration 10Q: 3 clusters Score -7709.747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7710.665039 Penalty: 481.690735
	Iteration 11Q: 3 clusters Score -7710.665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7710.665039 Penalty: 481.690735
	Iteration 12F: 3 clusters Score -7710.665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13154.135742 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13154.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12839.260742 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12839.26 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12958.548828 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12958.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12980.087891 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12980.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12988.014648 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -12988.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12990.830078 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -12990.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12993.003906 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -12993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12995.321289 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -12995.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12997.227539 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -12997.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12997.579102 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -12997.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12997.579102 Penalty: 510.461945
	Iteration 9F: 3 clusters Score -12997.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -22719.064453 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -22719.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22290.718750 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -22290.72 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22416.871094 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -22416.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22437.978516 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -22437.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22452.750000 Penalty: 550.525757
	Iteration 3Q: 3 clusters Score -22452.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22459.544922 Penalty: 550.525757
	Iteration 4Q: 3 clusters Score -22459.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22464.214844 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -22464.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22466.232422 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -22466.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22467.029297 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -22467.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22467.425781 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -22467.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22469.423828 Penalty: 550.525757
	Iteration 9Q: 3 clusters Score -22469.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22470.990234 Penalty: 550.525757
	Iteration 10Q: 3 clusters Score -22470.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22471.406250 Penalty: 550.525757
	Iteration 11Q: 3 clusters Score -22471.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22473.810547 Penalty: 550.525757
	Iteration 12Q: 3 clusters Score -22473.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22479.964844 Penalty: 550.525757
	Iteration 13Q: 3 clusters Score -22479.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22483.880859 Penalty: 550.525757
	Iteration 14Q: 3 clusters Score -22483.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22491.648438 Penalty: 550.525757
	Iteration 15Q: 3 clusters Score -22491.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22496.572266 Penalty: 550.525757
	Iteration 16Q: 3 clusters Score -22496.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22497.460938 Penalty: 550.525757
	Iteration 17Q: 3 clusters Score -22497.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22497.572266 Penalty: 550.525757
	Iteration 18Q: 3 clusters Score -22497.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22498.166016 Penalty: 550.525757
	Iteration 19Q: 3 clusters Score -22498.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22499.095703 Penalty: 550.525757
	Iteration 20F: 3 clusters Score -22499.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6077.959961 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6077.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5839.527832 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5839.528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5883.059082 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5883.059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5884.523438 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -5884.523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5884.523438 Penalty: 440.821045
	Iteration 3F: 3 clusters Score -5884.523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -5069.981934 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -5069.982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4889.313477 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -4889.313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4946.795410 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4946.795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4962.014160 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -4962.014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4963.096680 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4963.097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4963.911133 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -4963.911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4963.911133 Penalty: 440.101654
	Iteration 5F: 3 clusters Score -4963.911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -15471.087891 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -15471.09 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 189 members 
Entering Unmasked Estep 
Score: -15105.365234 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -15105.37 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15197.520508 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -15197.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15237.073242 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -15237.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15263.819336 Penalty: 536.640991
	Iteration 3F: 3 clusters Score -15263.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15298.977539 Penalty: 536.640991
	Iteration 4F: 3 clusters Score -15298.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15326.139648 Penalty: 536.640991
	Iteration 5F: 3 clusters Score -15326.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15339.805664 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -15339.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15357.647461 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -15357.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15387.041992 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -15387.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15402.864258 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -15402.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15405.056641 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -15405.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15405.275391 Penalty: 536.640991
	Iteration 11Q: 3 clusters Score -15405.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15405.275391 Penalty: 536.640991
	Iteration 12F: 3 clusters Score -15405.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Entering Unmasked Estep 
Score: -268128.781250 Penalty: 384.024353
	Iteration 0F: 2 clusters Score -268128.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -264912.218750 Penalty: 768.048706
	Iteration 0F: 3 clusters Score -264912.2 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -266097.062500 Penalty: 768.048706
	Iteration 1F: 3 clusters Score -266097.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -266219.312500 Penalty: 768.048706
	Iteration 2F: 3 clusters Score -266219.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -266319.593750 Penalty: 768.048706
	Iteration 3F: 3 clusters Score -266319.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -266442.062500 Penalty: 768.048706
	Iteration 4Q: 3 clusters Score -266442.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -266605.937500 Penalty: 768.048706
	Iteration 5F: 3 clusters Score -266605.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -266841.093750 Penalty: 768.048706
	Iteration 6F: 3 clusters Score -266841.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -267079.031250 Penalty: 768.048706
	Iteration 7F: 3 clusters Score -267079 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -267289.437500 Penalty: 768.048706
	Iteration 8Q: 3 clusters Score -267289.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -267415.625000 Penalty: 768.048706
	Iteration 9Q: 3 clusters Score -267415.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -267500.906250 Penalty: 768.048706
	Iteration 10Q: 3 clusters Score -267500.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -267575.593750 Penalty: 768.048706
	Iteration 11Q: 3 clusters Score -267575.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -267634.437500 Penalty: 768.048706
	Iteration 12Q: 3 clusters Score -267634.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -267669.812500 Penalty: 768.048706
	Iteration 13Q: 3 clusters Score -267669.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -267700.593750 Penalty: 768.048706
	Iteration 14Q: 3 clusters Score -267700.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -267725.343750 Penalty: 768.048706
	Iteration 15Q: 3 clusters Score -267725.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -267742.812500 Penalty: 768.048706
	Iteration 16Q: 3 clusters Score -267742.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -267755.656250 Penalty: 768.048706
	Iteration 17Q: 3 clusters Score -267755.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -267766.437500 Penalty: 768.048706
	Iteration 18Q: 3 clusters Score -267766.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -267772.593750 Penalty: 768.048706
	Iteration 19Q: 3 clusters Score -267772.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -267774.656250 Penalty: 768.048706
	Iteration 20F: 3 clusters Score -267774.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -267777.375000 Penalty: 768.048706
	Iteration 21Q: 3 clusters Score -267777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -267777.625000 Penalty: 768.048706
	Iteration 22Q: 3 clusters Score -267777.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -267777.625000 Penalty: 768.048706
	Iteration 23F: 3 clusters Score -267777.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (287521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287521 members 
Entering Unmasked Estep 
Score: -15248945.000000 Penalty: 571.891785
	Iteration 0F: 2 clusters Score -1.524894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144340 members 
Mstep: Class 2 contains 143181 members 
Entering Unmasked Estep 
Score: -15060392.000000 Penalty: 1143.783569
	Iteration 0F: 3 clusters Score -1.506039e+07 nChanged 142069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175153 members 
Mstep: Class 2 contains 112368 members 
Entering Unmasked Estep 
Score: -15152842.000000 Penalty: 1143.783569
	Iteration 1F: 3 clusters Score -1.515284e+07 nChanged 18858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193293 members 
Mstep: Class 2 contains 94228 members 
Entering Unmasked Estep 
Score: -15165678.000000 Penalty: 1143.783569
	Iteration 2F: 3 clusters Score -1.516568e+07 nChanged 21904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214883 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -15185240.000000 Penalty: 1143.783569
	Iteration 3F: 3 clusters Score -1.518524e+07 nChanged 20025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234374 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -15204692.000000 Penalty: 1143.783569
	Iteration 4F: 3 clusters Score -1.520469e+07 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246093 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -15217254.000000 Penalty: 1143.783569
	Iteration 5Q: 3 clusters Score -1.521725e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252664 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -15223642.000000 Penalty: 1143.783569
	Iteration 6Q: 3 clusters Score -1.522364e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257236 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -15227013.000000 Penalty: 1143.783569
	Iteration 7Q: 3 clusters Score -1.522701e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261052 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -15229417.000000 Penalty: 1143.783569
	Iteration 8Q: 3 clusters Score -1.522942e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264549 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -15231725.000000 Penalty: 1143.783569
	Iteration 9Q: 3 clusters Score -1.523172e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267778 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -15234887.000000 Penalty: 1143.783569
	Iteration 10Q: 3 clusters Score -1.523489e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270930 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -15237736.000000 Penalty: 1143.783569
	Iteration 11Q: 3 clusters Score -1.523774e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273980 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -15240369.000000 Penalty: 1143.783569
	Iteration 12Q: 3 clusters Score -1.524037e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276761 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -15242576.000000 Penalty: 1143.783569
	Iteration 13Q: 3 clusters Score -1.524258e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279279 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -15244413.000000 Penalty: 1143.783569
	Iteration 14Q: 3 clusters Score -1.524441e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281444 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -15245816.000000 Penalty: 1143.783569
	Iteration 15Q: 3 clusters Score -1.524582e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283173 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -15246769.000000 Penalty: 1143.783569
	Iteration 16Q: 3 clusters Score -1.524677e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284490 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -15247434.000000 Penalty: 1143.783569
	Iteration 17Q: 3 clusters Score -1.524743e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285435 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -15247764.000000 Penalty: 1143.783569
	Iteration 18Q: 3 clusters Score -1.524776e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286097 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -15248067.000000 Penalty: 1143.783569
	Iteration 19Q: 3 clusters Score -1.524807e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286527 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -15248263.000000 Penalty: 1143.783569
	Iteration 20F: 3 clusters Score -1.524826e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286797 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -15248423.000000 Penalty: 1143.783569
	Iteration 21Q: 3 clusters Score -1.524842e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286956 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15248479.000000 Penalty: 1143.783569
	Iteration 22Q: 3 clusters Score -1.524848e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287059 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -15248514.000000 Penalty: 1143.783569
	Iteration 23Q: 3 clusters Score -1.524851e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287125 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -15248528.000000 Penalty: 1143.783569
	Iteration 24Q: 3 clusters Score -1.524853e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287174 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -15248530.000000 Penalty: 1143.783569
	Iteration 25Q: 3 clusters Score -1.524853e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287210 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -15248526.000000 Penalty: 1143.783569
	Iteration 26Q: 3 clusters Score -1.524853e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287238 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -15248534.000000 Penalty: 1143.783569
	Iteration 27Q: 3 clusters Score -1.524853e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287262 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15248521.000000 Penalty: 1143.783569
	Iteration 28Q: 3 clusters Score -1.524852e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287284 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15248537.000000 Penalty: 1143.783569
	Iteration 29Q: 3 clusters Score -1.524854e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287303 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15248538.000000 Penalty: 1143.783569
	Iteration 30Q: 3 clusters Score -1.524854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287317 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15248556.000000 Penalty: 1143.783569
	Iteration 31Q: 3 clusters Score -1.524856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287325 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15248567.000000 Penalty: 1143.783569
	Iteration 32Q: 3 clusters Score -1.524857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287330 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15248570.000000 Penalty: 1143.783569
	Iteration 33Q: 3 clusters Score -1.524857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287334 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15248555.000000 Penalty: 1143.783569
	Iteration 34Q: 3 clusters Score -1.524856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287336 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15248567.000000 Penalty: 1143.783569
	Iteration 35Q: 3 clusters Score -1.524857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287337 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15248566.000000 Penalty: 1143.783569
	Iteration 36Q: 3 clusters Score -1.524857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287340 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15248568.000000 Penalty: 1143.783569
	Iteration 37Q: 3 clusters Score -1.524857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287341 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15248569.000000 Penalty: 1143.783569
	Iteration 38Q: 3 clusters Score -1.524857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287341 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15248569.000000 Penalty: 1143.783569
	Iteration 39F: 3 clusters Score -1.524857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47343 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 109497 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 4088 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49563 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4629 members 
Mstep: Class 36 contains 287521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474878.000000 Penalty: 21605.181641
Iteration 279Q: 37 clusters Score -2.747488e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47356 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 109282 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 4176 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49575 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4634 members 
Mstep: Class 36 contains 287608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474796.000000 Penalty: 21605.181641
Iteration 280F: 37 clusters Score -2.74748e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47372 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 109072 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 4270 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49584 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4639 members 
Mstep: Class 36 contains 287688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474726.000000 Penalty: 21605.181641
Iteration 281Q: 37 clusters Score -2.747473e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47391 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 108857 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49592 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4645 members 
Mstep: Class 36 contains 287750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474682.000000 Penalty: 21605.181641
Iteration 282Q: 37 clusters Score -2.747468e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47399 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 108629 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 4495 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49597 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4653 members 
Mstep: Class 36 contains 287836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474684.000000 Penalty: 21605.181641
Iteration 283Q: 37 clusters Score -2.747468e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47414 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 108409 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 4605 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49601 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4668 members 
Mstep: Class 36 contains 287901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474646.000000 Penalty: 21605.181641
Iteration 284Q: 37 clusters Score -2.747465e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47426 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 108187 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49598 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2506 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4691 members 
Mstep: Class 36 contains 287983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474648.000000 Penalty: 21605.181641
Iteration 285Q: 37 clusters Score -2.747465e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47443 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 107982 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49598 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4710 members 
Mstep: Class 36 contains 288049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474604.000000 Penalty: 21605.181641
Iteration 286Q: 37 clusters Score -2.74746e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7657 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47458 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 107754 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 4904 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 3011 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49604 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4717 members 
Mstep: Class 36 contains 288145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474550.000000 Penalty: 21605.181641
Iteration 287Q: 37 clusters Score -2.747455e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7656 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47482 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 107529 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 4990 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 3011 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49608 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4740 members 
Mstep: Class 36 contains 288232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474444.000000 Penalty: 21605.181641
Iteration 288Q: 37 clusters Score -2.747444e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7654 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47509 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 107291 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 5077 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49614 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4767 members 
Mstep: Class 36 contains 288324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474392.000000 Penalty: 21605.181641
Iteration 289Q: 37 clusters Score -2.747439e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7650 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47539 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 107061 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 5155 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49625 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4797 members 
Mstep: Class 36 contains 288409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474344.000000 Penalty: 21605.181641
Iteration 290Q: 37 clusters Score -2.747434e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7648 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47567 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 106845 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49635 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4836 members 
Mstep: Class 36 contains 288458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474346.000000 Penalty: 21605.181641
Iteration 291Q: 37 clusters Score -2.747435e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7646 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47597 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 106630 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 5337 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49649 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4864 members 
Mstep: Class 36 contains 288510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474308.000000 Penalty: 21605.181641
Iteration 292Q: 37 clusters Score -2.747431e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7646 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47623 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 106400 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 5439 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49653 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4889 members 
Mstep: Class 36 contains 288582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474314.000000 Penalty: 21605.181641
Iteration 293Q: 37 clusters Score -2.747431e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7646 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47637 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 106179 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 5549 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49659 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4918 members 
Mstep: Class 36 contains 288646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474322.000000 Penalty: 21605.181641
Iteration 294Q: 37 clusters Score -2.747432e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7646 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47662 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 105963 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 5654 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49666 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4930 members 
Mstep: Class 36 contains 288712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474292.000000 Penalty: 21605.181641
Iteration 295Q: 37 clusters Score -2.747429e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7646 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47689 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 105755 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 5773 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49664 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4944 members 
Mstep: Class 36 contains 288767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474220.000000 Penalty: 21605.181641
Iteration 296Q: 37 clusters Score -2.747422e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7646 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47724 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 105557 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 5871 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49667 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4958 members 
Mstep: Class 36 contains 288818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474152.000000 Penalty: 21605.181641
Iteration 297Q: 37 clusters Score -2.747415e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7646 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47758 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 105383 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49672 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2494 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4963 members 
Mstep: Class 36 contains 288870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474142.000000 Penalty: 21605.181641
Iteration 298Q: 37 clusters Score -2.747414e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7646 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47790 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 105215 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 6038 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49671 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4972 members 
Mstep: Class 36 contains 288919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474056.000000 Penalty: 21605.181641
Iteration 299Q: 37 clusters Score -2.747406e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7646 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47817 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 105049 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 6116 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49667 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4979 members 
Mstep: Class 36 contains 288976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27474054.000000 Penalty: 21605.181641
Iteration 300F: 37 clusters Score -2.747405e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47845 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 104873 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 6194 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49665 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4991 members 
Mstep: Class 36 contains 289039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473962.000000 Penalty: 21605.181641
Iteration 301Q: 37 clusters Score -2.747396e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47870 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 104692 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 6280 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49665 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4999 members 
Mstep: Class 36 contains 289104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473910.000000 Penalty: 21605.181641
Iteration 302Q: 37 clusters Score -2.747391e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47890 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 104523 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 6368 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49670 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2487 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5006 members 
Mstep: Class 36 contains 289156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473852.000000 Penalty: 21605.181641
Iteration 303Q: 37 clusters Score -2.747385e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47913 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 104358 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 6459 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49678 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2487 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5004 members 
Mstep: Class 36 contains 289200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473862.000000 Penalty: 21605.181641
Iteration 304Q: 37 clusters Score -2.747386e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47931 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 104185 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 6542 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 2994 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49681 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2487 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 4997 members 
Mstep: Class 36 contains 289274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473842.000000 Penalty: 21605.181641
Iteration 305Q: 37 clusters Score -2.747384e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47949 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 104020 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49684 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2486 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5001 members 
Mstep: Class 36 contains 289340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473762.000000 Penalty: 21605.181641
Iteration 306Q: 37 clusters Score -2.747376e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47960 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 103846 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 6685 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49684 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2484 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5012 members 
Mstep: Class 36 contains 289421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473732.000000 Penalty: 21605.181641
Iteration 307Q: 37 clusters Score -2.747373e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47975 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 103682 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 6777 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49686 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2480 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5023 members 
Mstep: Class 36 contains 289467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473670.000000 Penalty: 21605.181641
Iteration 308Q: 37 clusters Score -2.747367e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 103527 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49687 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2476 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5035 members 
Mstep: Class 36 contains 289518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473670.000000 Penalty: 21605.181641
Iteration 309Q: 37 clusters Score -2.747367e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47990 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 103351 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 6956 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49689 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2475 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5051 members 
Mstep: Class 36 contains 289577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473682.000000 Penalty: 21605.181641
Iteration 310Q: 37 clusters Score -2.747368e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 47995 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 103148 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 7058 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49690 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2469 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5070 members 
Mstep: Class 36 contains 289656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473636.000000 Penalty: 21605.181641
Iteration 311Q: 37 clusters Score -2.747364e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48002 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 102952 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 7183 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49692 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2463 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5079 members 
Mstep: Class 36 contains 289706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473568.000000 Penalty: 21605.181641
Iteration 312Q: 37 clusters Score -2.747357e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48011 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 102773 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 7299 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49696 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5100 members 
Mstep: Class 36 contains 289736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473570.000000 Penalty: 21605.181641
Iteration 313Q: 37 clusters Score -2.747357e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48022 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 102611 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 7398 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49695 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5126 members 
Mstep: Class 36 contains 289765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473568.000000 Penalty: 21605.181641
Iteration 314Q: 37 clusters Score -2.747357e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48028 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 102453 members 
Mstep: Class 7 contains 594 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 7483 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49689 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2451 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5145 members 
Mstep: Class 36 contains 289826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473502.000000 Penalty: 21605.181641
Iteration 315Q: 37 clusters Score -2.74735e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7645 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48039 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 102330 members 
Mstep: Class 7 contains 594 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 7557 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49685 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2448 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5157 members 
Mstep: Class 36 contains 289856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473532.000000 Penalty: 21605.181641
Iteration 316Q: 37 clusters Score -2.747353e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7644 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48060 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 102187 members 
Mstep: Class 7 contains 594 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 7649 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49680 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2446 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5176 members 
Mstep: Class 36 contains 289869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473470.000000 Penalty: 21605.181641
Iteration 317Q: 37 clusters Score -2.747347e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7643 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48064 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 102005 members 
Mstep: Class 7 contains 594 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 7750 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49678 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2448 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5204 members 
Mstep: Class 36 contains 289913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473468.000000 Penalty: 21605.181641
Iteration 318Q: 37 clusters Score -2.747347e+07 nChanged 315
Entering ConstructFrom: 
Score: -27473468.000000 Penalty: 21605.181641
Entering ConstructFrom: 
Trying to split cluster 1 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -122065.390625 Penalty: 350.753113
	Iteration 0F: 2 clusters Score -122065.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -120475.851562 Penalty: 701.506226
	Iteration 0F: 3 clusters Score -120475.9 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -120986.867188 Penalty: 701.506226
	Iteration 1F: 3 clusters Score -120986.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -121089.398438 Penalty: 701.506226
	Iteration 2F: 3 clusters Score -121089.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -121159.953125 Penalty: 701.506226
	Iteration 3F: 3 clusters Score -121160 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -121212.210938 Penalty: 701.506226
	Iteration 4Q: 3 clusters Score -121212.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -121276.148438 Penalty: 701.506226
	Iteration 5Q: 3 clusters Score -121276.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -121377.671875 Penalty: 701.506226
	Iteration 6Q: 3 clusters Score -121377.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -121479.070312 Penalty: 701.506226
	Iteration 7Q: 3 clusters Score -121479.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -121556.257812 Penalty: 701.506226
	Iteration 8Q: 3 clusters Score -121556.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -121608.203125 Penalty: 701.506226
	Iteration 9Q: 3 clusters Score -121608.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -121660.453125 Penalty: 701.506226
	Iteration 10Q: 3 clusters Score -121660.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -121691.796875 Penalty: 701.506226
	Iteration 11Q: 3 clusters Score -121691.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -121713.960938 Penalty: 701.506226
	Iteration 12Q: 3 clusters Score -121714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -121734.179688 Penalty: 701.506226
	Iteration 13Q: 3 clusters Score -121734.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -121746.171875 Penalty: 701.506226
	Iteration 14Q: 3 clusters Score -121746.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -121759.039062 Penalty: 701.506226
	Iteration 15Q: 3 clusters Score -121759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -121769.359375 Penalty: 701.506226
	Iteration 16Q: 3 clusters Score -121769.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -121772.929688 Penalty: 701.506226
	Iteration 17Q: 3 clusters Score -121772.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -121776.953125 Penalty: 701.506226
	Iteration 18Q: 3 clusters Score -121777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -121780.140625 Penalty: 701.506226
	Iteration 19Q: 3 clusters Score -121780.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -121784.000000 Penalty: 701.506226
	Iteration 20F: 3 clusters Score -121784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -121788.375000 Penalty: 701.506226
	Iteration 21Q: 3 clusters Score -121788.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -121789.804688 Penalty: 701.506226
	Iteration 22Q: 3 clusters Score -121789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -121791.906250 Penalty: 701.506226
	Iteration 23Q: 3 clusters Score -121791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -121793.187500 Penalty: 701.506226
	Iteration 24Q: 3 clusters Score -121793.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -121796.117188 Penalty: 701.506226
	Iteration 25Q: 3 clusters Score -121796.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -121798.289062 Penalty: 701.506226
	Iteration 26Q: 3 clusters Score -121798.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -121802.937500 Penalty: 701.506226
	Iteration 27Q: 3 clusters Score -121802.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -121805.171875 Penalty: 701.506226
	Iteration 28Q: 3 clusters Score -121805.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -121806.976562 Penalty: 701.506226
	Iteration 29Q: 3 clusters Score -121807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -121807.296875 Penalty: 701.506226
	Iteration 30Q: 3 clusters Score -121807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -121807.453125 Penalty: 701.506226
	Iteration 31Q: 3 clusters Score -121807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -121807.718750 Penalty: 701.506226
	Iteration 32Q: 3 clusters Score -121807.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -121807.882812 Penalty: 701.506226
	Iteration 33Q: 3 clusters Score -121807.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -121807.984375 Penalty: 701.506226
	Iteration 34Q: 3 clusters Score -121808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -121807.984375 Penalty: 701.506226
	Iteration 35F: 3 clusters Score -121808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Entering Unmasked Estep 
Score: -377259.906250 Penalty: 406.834381
	Iteration 0F: 2 clusters Score -377259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -372162.812500 Penalty: 813.668762
	Iteration 0F: 3 clusters Score -372162.8 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -374224.656250 Penalty: 813.668762
	Iteration 1F: 3 clusters Score -374224.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -374430.250000 Penalty: 813.668762
	Iteration 2F: 3 clusters Score -374430.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -374690.343750 Penalty: 813.668762
	Iteration 3F: 3 clusters Score -374690.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -375039.468750 Penalty: 813.668762
	Iteration 4F: 3 clusters Score -375039.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -375545.281250 Penalty: 813.668762
	Iteration 5F: 3 clusters Score -375545.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -375938.500000 Penalty: 813.668762
	Iteration 6F: 3 clusters Score -375938.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -376143.500000 Penalty: 813.668762
	Iteration 7Q: 3 clusters Score -376143.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -376223.625000 Penalty: 813.668762
	Iteration 8Q: 3 clusters Score -376223.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -376295.843750 Penalty: 813.668762
	Iteration 9Q: 3 clusters Score -376295.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -376352.093750 Penalty: 813.668762
	Iteration 10Q: 3 clusters Score -376352.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -376418.187500 Penalty: 813.668762
	Iteration 11Q: 3 clusters Score -376418.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -376509.875000 Penalty: 813.668762
	Iteration 12Q: 3 clusters Score -376509.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -376604.218750 Penalty: 813.668762
	Iteration 13Q: 3 clusters Score -376604.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -376693.437500 Penalty: 813.668762
	Iteration 14Q: 3 clusters Score -376693.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -376776.250000 Penalty: 813.668762
	Iteration 15Q: 3 clusters Score -376776.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -376841.406250 Penalty: 813.668762
	Iteration 16Q: 3 clusters Score -376841.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -376878.156250 Penalty: 813.668762
	Iteration 17Q: 3 clusters Score -376878.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -376902.093750 Penalty: 813.668762
	Iteration 18Q: 3 clusters Score -376902.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -376915.843750 Penalty: 813.668762
	Iteration 19Q: 3 clusters Score -376915.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -376933.000000 Penalty: 813.668762
	Iteration 20F: 3 clusters Score -376933 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -376942.531250 Penalty: 813.668762
	Iteration 21Q: 3 clusters Score -376942.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -376950.812500 Penalty: 813.668762
	Iteration 22Q: 3 clusters Score -376950.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -376958.468750 Penalty: 813.668762
	Iteration 23Q: 3 clusters Score -376958.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -376964.812500 Penalty: 813.668762
	Iteration 24Q: 3 clusters Score -376964.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -376968.906250 Penalty: 813.668762
	Iteration 25Q: 3 clusters Score -376968.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -376973.843750 Penalty: 813.668762
	Iteration 26Q: 3 clusters Score -376973.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -376979.937500 Penalty: 813.668762
	Iteration 27Q: 3 clusters Score -376979.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -376985.031250 Penalty: 813.668762
	Iteration 28Q: 3 clusters Score -376985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -376991.000000 Penalty: 813.668762
	Iteration 29Q: 3 clusters Score -376991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -376993.125000 Penalty: 813.668762
	Iteration 30Q: 3 clusters Score -376993.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -376994.531250 Penalty: 813.668762
	Iteration 31Q: 3 clusters Score -376994.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -376995.656250 Penalty: 813.668762
	Iteration 32Q: 3 clusters Score -376995.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -376997.125000 Penalty: 813.668762
	Iteration 33Q: 3 clusters Score -376997.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -376999.187500 Penalty: 813.668762
	Iteration 34Q: 3 clusters Score -376999.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -377003.312500 Penalty: 813.668762
	Iteration 35Q: 3 clusters Score -377003.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -377009.375000 Penalty: 813.668762
	Iteration 36Q: 3 clusters Score -377009.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -377011.468750 Penalty: 813.668762
	Iteration 37Q: 3 clusters Score -377011.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -377013.875000 Penalty: 813.668762
	Iteration 38Q: 3 clusters Score -377013.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -377014.968750 Penalty: 813.668762
	Iteration 39Q: 3 clusters Score -377015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -377018.687500 Penalty: 813.668762
	Iteration 40F: 3 clusters Score -377018.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -377021.906250 Penalty: 813.668762
	Iteration 41Q: 3 clusters Score -377021.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -377025.375000 Penalty: 813.668762
	Iteration 42Q: 3 clusters Score -377025.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -377031.250000 Penalty: 813.668762
	Iteration 43Q: 3 clusters Score -377031.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -377036.656250 Penalty: 813.668762
	Iteration 44Q: 3 clusters Score -377036.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -377044.062500 Penalty: 813.668762
	Iteration 45Q: 3 clusters Score -377044.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -377051.437500 Penalty: 813.668762
	Iteration 46Q: 3 clusters Score -377051.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -377059.156250 Penalty: 813.668762
	Iteration 47Q: 3 clusters Score -377059.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -377063.718750 Penalty: 813.668762
	Iteration 48Q: 3 clusters Score -377063.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -377066.218750 Penalty: 813.668762
	Iteration 49Q: 3 clusters Score -377066.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -377068.656250 Penalty: 813.668762
	Iteration 50Q: 3 clusters Score -377068.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -377069.781250 Penalty: 813.668762
	Iteration 51Q: 3 clusters Score -377069.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -377071.125000 Penalty: 813.668762
	Iteration 52Q: 3 clusters Score -377071.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -377072.343750 Penalty: 813.668762
	Iteration 53Q: 3 clusters Score -377072.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -377073.531250 Penalty: 813.668762
	Iteration 54Q: 3 clusters Score -377073.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -377075.562500 Penalty: 813.668762
	Iteration 55Q: 3 clusters Score -377075.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -377076.843750 Penalty: 813.668762
	Iteration 56Q: 3 clusters Score -377076.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -377076.781250 Penalty: 813.668762
	Iteration 57Q: 3 clusters Score -377076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -377076.906250 Penalty: 813.668762
	Iteration 58Q: 3 clusters Score -377076.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -377077.625000 Penalty: 813.668762
	Iteration 59Q: 3 clusters Score -377077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -377077.125000 Penalty: 813.668762
	Iteration 60F: 3 clusters Score -377077.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -377076.593750 Penalty: 813.668762
	Iteration 61Q: 3 clusters Score -377076.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -377076.968750 Penalty: 813.668762
	Iteration 62Q: 3 clusters Score -377077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -377077.062500 Penalty: 813.668762
	Iteration 63Q: 3 clusters Score -377077.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -377077.375000 Penalty: 813.668762
	Iteration 64Q: 3 clusters Score -377077.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -377079.375000 Penalty: 813.668762
	Iteration 65Q: 3 clusters Score -377079.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -377079.218750 Penalty: 813.668762
	Iteration 66Q: 3 clusters Score -377079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -377079.125000 Penalty: 813.668762
	Iteration 67Q: 3 clusters Score -377079.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -377080.125000 Penalty: 813.668762
	Iteration 68Q: 3 clusters Score -377080.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -377080.406250 Penalty: 813.668762
	Iteration 69Q: 3 clusters Score -377080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -377080.781250 Penalty: 813.668762
	Iteration 70Q: 3 clusters Score -377080.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -377080.593750 Penalty: 813.668762
	Iteration 71Q: 3 clusters Score -377080.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -377081.937500 Penalty: 813.668762
	Iteration 72Q: 3 clusters Score -377081.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -377082.781250 Penalty: 813.668762
	Iteration 73Q: 3 clusters Score -377082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -377082.656250 Penalty: 813.668762
	Iteration 74Q: 3 clusters Score -377082.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -377082.687500 Penalty: 813.668762
	Iteration 75Q: 3 clusters Score -377082.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -377083.281250 Penalty: 813.668762
	Iteration 76Q: 3 clusters Score -377083.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -377083.218750 Penalty: 813.668762
	Iteration 77Q: 3 clusters Score -377083.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -377083.218750 Penalty: 813.668762
	Iteration 78F: 3 clusters Score -377083.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -14627.034180 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -14627.03 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 151 members 
Entering Unmasked Estep 
Score: -14250.594727 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -14250.59 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14341.162109 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -14341.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14373.442383 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -14373.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14403.033203 Penalty: 525.201111
	Iteration 3F: 3 clusters Score -14403.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14416.180664 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -14416.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14425.134766 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -14425.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14428.232422 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -14428.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14429.717773 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -14429.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14430.644531 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -14430.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14430.644531 Penalty: 525.201111
	Iteration 9F: 3 clusters Score -14430.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Entering Unmasked Estep 
Score: -2648980.250000 Penalty: 490.506012
	Iteration 0F: 2 clusters Score -2648980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -2616788.000000 Penalty: 981.012024
	Iteration 0F: 3 clusters Score -2616788 nChanged 23235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -2630928.250000 Penalty: 981.012024
	Iteration 1F: 3 clusters Score -2630928 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -2632036.750000 Penalty: 981.012024
	Iteration 2Q: 3 clusters Score -2632037 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2633622.750000 Penalty: 981.012024
	Iteration 3F: 3 clusters Score -2633623 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2636003.000000 Penalty: 981.012024
	Iteration 4F: 3 clusters Score -2636003 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2639285.000000 Penalty: 981.012024
	Iteration 5F: 3 clusters Score -2639285 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2642402.000000 Penalty: 981.012024
	Iteration 6F: 3 clusters Score -2642402 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2643994.750000 Penalty: 981.012024
	Iteration 7F: 3 clusters Score -2643995 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2644439.000000 Penalty: 981.012024
	Iteration 8Q: 3 clusters Score -2644439 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2644666.750000 Penalty: 981.012024
	Iteration 9Q: 3 clusters Score -2644667 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2644819.250000 Penalty: 981.012024
	Iteration 10Q: 3 clusters Score -2644819 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2644952.250000 Penalty: 981.012024
	Iteration 11Q: 3 clusters Score -2644952 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2645057.500000 Penalty: 981.012024
	Iteration 12Q: 3 clusters Score -2645058 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2645164.750000 Penalty: 981.012024
	Iteration 13Q: 3 clusters Score -2645165 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2645265.000000 Penalty: 981.012024
	Iteration 14Q: 3 clusters Score -2645265 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2645387.250000 Penalty: 981.012024
	Iteration 15Q: 3 clusters Score -2645387 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2645485.500000 Penalty: 981.012024
	Iteration 16Q: 3 clusters Score -2645486 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2645602.250000 Penalty: 981.012024
	Iteration 17Q: 3 clusters Score -2645602 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2645692.750000 Penalty: 981.012024
	Iteration 18Q: 3 clusters Score -2645693 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2645788.750000 Penalty: 981.012024
	Iteration 19Q: 3 clusters Score -2645789 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2645912.750000 Penalty: 981.012024
	Iteration 20F: 3 clusters Score -2645913 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2646036.500000 Penalty: 981.012024
	Iteration 21Q: 3 clusters Score -2646036 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2646157.500000 Penalty: 981.012024
	Iteration 22Q: 3 clusters Score -2646158 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2646247.500000 Penalty: 981.012024
	Iteration 23Q: 3 clusters Score -2646248 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2646343.250000 Penalty: 981.012024
	Iteration 24Q: 3 clusters Score -2646343 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2646433.250000 Penalty: 981.012024
	Iteration 25Q: 3 clusters Score -2646433 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2646540.000000 Penalty: 981.012024
	Iteration 26Q: 3 clusters Score -2646540 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2646616.750000 Penalty: 981.012024
	Iteration 27Q: 3 clusters Score -2646617 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2646709.000000 Penalty: 981.012024
	Iteration 28Q: 3 clusters Score -2646709 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2646813.250000 Penalty: 981.012024
	Iteration 29Q: 3 clusters Score -2646813 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2646925.000000 Penalty: 981.012024
	Iteration 30Q: 3 clusters Score -2646925 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2647052.250000 Penalty: 981.012024
	Iteration 31Q: 3 clusters Score -2647052 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2647170.250000 Penalty: 981.012024
	Iteration 32Q: 3 clusters Score -2647170 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2647285.500000 Penalty: 981.012024
	Iteration 33Q: 3 clusters Score -2647286 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2647390.750000 Penalty: 981.012024
	Iteration 34Q: 3 clusters Score -2647391 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2647503.500000 Penalty: 981.012024
	Iteration 35Q: 3 clusters Score -2647504 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2647603.500000 Penalty: 981.012024
	Iteration 36Q: 3 clusters Score -2647604 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2647714.000000 Penalty: 981.012024
	Iteration 37Q: 3 clusters Score -2647714 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2647804.250000 Penalty: 981.012024
	Iteration 38Q: 3 clusters Score -2647804 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2647903.500000 Penalty: 981.012024
	Iteration 39Q: 3 clusters Score -2647904 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2647955.750000 Penalty: 981.012024
	Iteration 40F: 3 clusters Score -2647956 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2648017.750000 Penalty: 981.012024
	Iteration 41Q: 3 clusters Score -2648018 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2648097.750000 Penalty: 981.012024
	Iteration 42Q: 3 clusters Score -2648098 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2648160.750000 Penalty: 981.012024
	Iteration 43Q: 3 clusters Score -2648161 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2648244.500000 Penalty: 981.012024
	Iteration 44Q: 3 clusters Score -2648244 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2648292.750000 Penalty: 981.012024
	Iteration 45Q: 3 clusters Score -2648293 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2648341.500000 Penalty: 981.012024
	Iteration 46Q: 3 clusters Score -2648342 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2648385.250000 Penalty: 981.012024
	Iteration 47Q: 3 clusters Score -2648385 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2648424.750000 Penalty: 981.012024
	Iteration 48Q: 3 clusters Score -2648425 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2648474.750000 Penalty: 981.012024
	Iteration 49Q: 3 clusters Score -2648475 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2648510.250000 Penalty: 981.012024
	Iteration 50Q: 3 clusters Score -2648510 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2648559.750000 Penalty: 981.012024
	Iteration 51Q: 3 clusters Score -2648560 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2648602.000000 Penalty: 981.012024
	Iteration 52Q: 3 clusters Score -2648602 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2648629.750000 Penalty: 981.012024
	Iteration 53Q: 3 clusters Score -2648630 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2648646.250000 Penalty: 981.012024
	Iteration 54Q: 3 clusters Score -2648646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2648659.500000 Penalty: 981.012024
	Iteration 55Q: 3 clusters Score -2648660 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2648682.500000 Penalty: 981.012024
	Iteration 56Q: 3 clusters Score -2648682 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2648689.250000 Penalty: 981.012024
	Iteration 57Q: 3 clusters Score -2648689 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2648703.500000 Penalty: 981.012024
	Iteration 58Q: 3 clusters Score -2648704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2648722.500000 Penalty: 981.012024
	Iteration 59Q: 3 clusters Score -2648722 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2648734.000000 Penalty: 981.012024
	Iteration 60F: 3 clusters Score -2648734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2648739.750000 Penalty: 981.012024
	Iteration 61Q: 3 clusters Score -2648740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2648756.750000 Penalty: 981.012024
	Iteration 62Q: 3 clusters Score -2648757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2648759.500000 Penalty: 981.012024
	Iteration 63Q: 3 clusters Score -2648760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2648761.250000 Penalty: 981.012024
	Iteration 64Q: 3 clusters Score -2648761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2648767.500000 Penalty: 981.012024
	Iteration 65Q: 3 clusters Score -2648768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2648779.750000 Penalty: 981.012024
	Iteration 66Q: 3 clusters Score -2648780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2648773.750000 Penalty: 981.012024
	Iteration 67Q: 3 clusters Score -2648774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2648783.750000 Penalty: 981.012024
	Iteration 68Q: 3 clusters Score -2648784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2648788.500000 Penalty: 981.012024
	Iteration 69Q: 3 clusters Score -2648788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2648792.000000 Penalty: 981.012024
	Iteration 70Q: 3 clusters Score -2648792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2648798.000000 Penalty: 981.012024
	Iteration 71Q: 3 clusters Score -2648798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2648794.750000 Penalty: 981.012024
	Iteration 72Q: 3 clusters Score -2648795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2648797.000000 Penalty: 981.012024
	Iteration 73Q: 3 clusters Score -2648797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2648798.500000 Penalty: 981.012024
	Iteration 74Q: 3 clusters Score -2648798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2648800.000000 Penalty: 981.012024
	Iteration 75Q: 3 clusters Score -2648800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2648798.500000 Penalty: 981.012024
	Iteration 76Q: 3 clusters Score -2648798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2648798.000000 Penalty: 981.012024
	Iteration 77Q: 3 clusters Score -2648798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2648801.000000 Penalty: 981.012024
	Iteration 78Q: 3 clusters Score -2648801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2648802.250000 Penalty: 981.012024
	Iteration 79Q: 3 clusters Score -2648802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2648806.500000 Penalty: 981.012024
	Iteration 80F: 3 clusters Score -2648806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2648807.000000 Penalty: 981.012024
	Iteration 81Q: 3 clusters Score -2648807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2648812.750000 Penalty: 981.012024
	Iteration 82Q: 3 clusters Score -2648813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2648811.500000 Penalty: 981.012024
	Iteration 83Q: 3 clusters Score -2648812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2648811.250000 Penalty: 981.012024
	Iteration 84Q: 3 clusters Score -2648811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2648813.500000 Penalty: 981.012024
	Iteration 85Q: 3 clusters Score -2648814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2648811.750000 Penalty: 981.012024
	Iteration 86Q: 3 clusters Score -2648812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2648811.000000 Penalty: 981.012024
	Iteration 87Q: 3 clusters Score -2648811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2648811.000000 Penalty: 981.012024
	Iteration 88F: 3 clusters Score -2648811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -26905.085938 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -26905.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26400.986328 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -26400.99 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26538.193359 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -26538.19 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26602.001953 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -26602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26628.701172 Penalty: 567.509644
	Iteration 3F: 3 clusters Score -26628.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26636.320312 Penalty: 567.509644
	Iteration 4Q: 3 clusters Score -26636.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26641.541016 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -26641.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26645.443359 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -26645.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -26650.458984 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -26650.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -26653.912109 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -26653.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -26655.349609 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -26655.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -26658.861328 Penalty: 567.509644
	Iteration 10Q: 3 clusters Score -26658.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -26665.771484 Penalty: 567.509644
	Iteration 11Q: 3 clusters Score -26665.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -26667.777344 Penalty: 567.509644
	Iteration 12Q: 3 clusters Score -26667.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -26668.628906 Penalty: 567.509644
	Iteration 13Q: 3 clusters Score -26668.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -26670.230469 Penalty: 567.509644
	Iteration 14Q: 3 clusters Score -26670.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -26671.562500 Penalty: 567.509644
	Iteration 15Q: 3 clusters Score -26671.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -26673.193359 Penalty: 567.509644
	Iteration 16Q: 3 clusters Score -26673.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -26673.193359 Penalty: 567.509644
	Iteration 17F: 3 clusters Score -26673.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101840 members 
Entering Unmasked Estep 
Score: -5502334.500000 Penalty: 524.667725
	Iteration 0F: 2 clusters Score -5502334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -5433363.000000 Penalty: 1049.335449
	Iteration 0F: 3 clusters Score -5433363 nChanged 49891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -5466113.500000 Penalty: 1049.335449
	Iteration 1F: 3 clusters Score -5466114 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62973 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -5470609.000000 Penalty: 1049.335449
	Iteration 2F: 3 clusters Score -5470609 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -5476993.000000 Penalty: 1049.335449
	Iteration 3F: 3 clusters Score -5476993 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -5484772.500000 Penalty: 1049.335449
	Iteration 4F: 3 clusters Score -5484772 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77515 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -5491646.500000 Penalty: 1049.335449
	Iteration 5F: 3 clusters Score -5491646 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79359 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -5495063.000000 Penalty: 1049.335449
	Iteration 6Q: 3 clusters Score -5495063 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80566 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -5496566.000000 Penalty: 1049.335449
	Iteration 7Q: 3 clusters Score -5496566 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81593 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -5497475.000000 Penalty: 1049.335449
	Iteration 8Q: 3 clusters Score -5497475 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82526 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -5498228.000000 Penalty: 1049.335449
	Iteration 9Q: 3 clusters Score -5498228 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -5498747.500000 Penalty: 1049.335449
	Iteration 10Q: 3 clusters Score -5498748 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -5499198.500000 Penalty: 1049.335449
	Iteration 11Q: 3 clusters Score -5499198 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84714 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -5499548.500000 Penalty: 1049.335449
	Iteration 12Q: 3 clusters Score -5499548 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85334 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -5499781.500000 Penalty: 1049.335449
	Iteration 13Q: 3 clusters Score -5499782 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85942 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -5499989.000000 Penalty: 1049.335449
	Iteration 14Q: 3 clusters Score -5499989 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -5500128.000000 Penalty: 1049.335449
	Iteration 15Q: 3 clusters Score -5500128 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87033 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -5500263.500000 Penalty: 1049.335449
	Iteration 16Q: 3 clusters Score -5500264 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -5500397.500000 Penalty: 1049.335449
	Iteration 17Q: 3 clusters Score -5500398 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88023 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -5500502.000000 Penalty: 1049.335449
	Iteration 18Q: 3 clusters Score -5500502 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88474 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -5500572.500000 Penalty: 1049.335449
	Iteration 19Q: 3 clusters Score -5500572 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88883 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -5500629.000000 Penalty: 1049.335449
	Iteration 20F: 3 clusters Score -5500629 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89260 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -5500690.000000 Penalty: 1049.335449
	Iteration 21Q: 3 clusters Score -5500690 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89630 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -5500744.500000 Penalty: 1049.335449
	Iteration 22Q: 3 clusters Score -5500744 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89998 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -5500826.000000 Penalty: 1049.335449
	Iteration 23Q: 3 clusters Score -5500826 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90321 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -5500862.500000 Penalty: 1049.335449
	Iteration 24Q: 3 clusters Score -5500862 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90600 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -5500906.500000 Penalty: 1049.335449
	Iteration 25Q: 3 clusters Score -5500906 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90883 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -5500910.000000 Penalty: 1049.335449
	Iteration 26Q: 3 clusters Score -5500910 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91173 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -5500938.500000 Penalty: 1049.335449
	Iteration 27Q: 3 clusters Score -5500938 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91485 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -5500990.000000 Penalty: 1049.335449
	Iteration 28Q: 3 clusters Score -5500990 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91781 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -5501025.500000 Penalty: 1049.335449
	Iteration 29Q: 3 clusters Score -5501026 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92078 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -5501056.500000 Penalty: 1049.335449
	Iteration 30Q: 3 clusters Score -5501056 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -5501082.500000 Penalty: 1049.335449
	Iteration 31Q: 3 clusters Score -5501082 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92615 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -5501113.500000 Penalty: 1049.335449
	Iteration 32Q: 3 clusters Score -5501114 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92857 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -5501147.000000 Penalty: 1049.335449
	Iteration 33Q: 3 clusters Score -5501147 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93083 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -5501157.000000 Penalty: 1049.335449
	Iteration 34Q: 3 clusters Score -5501157 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93268 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -5501178.500000 Penalty: 1049.335449
	Iteration 35Q: 3 clusters Score -5501178 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -5501209.000000 Penalty: 1049.335449
	Iteration 36Q: 3 clusters Score -5501209 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93640 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -5501250.500000 Penalty: 1049.335449
	Iteration 37Q: 3 clusters Score -5501250 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93813 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -5501282.000000 Penalty: 1049.335449
	Iteration 38Q: 3 clusters Score -5501282 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -5501300.500000 Penalty: 1049.335449
	Iteration 39Q: 3 clusters Score -5501300 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -5501328.000000 Penalty: 1049.335449
	Iteration 40F: 3 clusters Score -5501328 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94320 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -5501351.500000 Penalty: 1049.335449
	Iteration 41Q: 3 clusters Score -5501352 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94478 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -5501351.500000 Penalty: 1049.335449
	Iteration 42Q: 3 clusters Score -5501352 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94646 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -5501367.500000 Penalty: 1049.335449
	Iteration 43Q: 3 clusters Score -5501368 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94801 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -5501397.000000 Penalty: 1049.335449
	Iteration 44Q: 3 clusters Score -5501397 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94969 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -5501424.500000 Penalty: 1049.335449
	Iteration 45Q: 3 clusters Score -5501424 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95120 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -5501423.500000 Penalty: 1049.335449
	Iteration 46Q: 3 clusters Score -5501424 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95263 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -5501445.000000 Penalty: 1049.335449
	Iteration 47Q: 3 clusters Score -5501445 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95417 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -5501453.500000 Penalty: 1049.335449
	Iteration 48Q: 3 clusters Score -5501454 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95554 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -5501453.500000 Penalty: 1049.335449
	Iteration 49Q: 3 clusters Score -5501454 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95694 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -5501456.000000 Penalty: 1049.335449
	Iteration 50Q: 3 clusters Score -5501456 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95825 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -5501474.500000 Penalty: 1049.335449
	Iteration 51Q: 3 clusters Score -5501474 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95950 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -5501486.500000 Penalty: 1049.335449
	Iteration 52Q: 3 clusters Score -5501486 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -5501509.000000 Penalty: 1049.335449
	Iteration 53Q: 3 clusters Score -5501509 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96182 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -5501503.500000 Penalty: 1049.335449
	Iteration 54Q: 3 clusters Score -5501504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96279 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -5501530.000000 Penalty: 1049.335449
	Iteration 55Q: 3 clusters Score -5501530 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96371 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -5501538.500000 Penalty: 1049.335449
	Iteration 56Q: 3 clusters Score -5501538 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96455 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -5501540.000000 Penalty: 1049.335449
	Iteration 57Q: 3 clusters Score -5501540 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96548 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -5501559.000000 Penalty: 1049.335449
	Iteration 58Q: 3 clusters Score -5501559 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96622 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -5501575.500000 Penalty: 1049.335449
	Iteration 59Q: 3 clusters Score -5501576 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96679 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -5501584.000000 Penalty: 1049.335449
	Iteration 60F: 3 clusters Score -5501584 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -5501584.000000 Penalty: 1049.335449
	Iteration 61Q: 3 clusters Score -5501584 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96797 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -5501579.000000 Penalty: 1049.335449
	Iteration 62Q: 3 clusters Score -5501579 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96858 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -5501590.500000 Penalty: 1049.335449
	Iteration 63Q: 3 clusters Score -5501590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96907 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -5501580.000000 Penalty: 1049.335449
	Iteration 64Q: 3 clusters Score -5501580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -5501587.000000 Penalty: 1049.335449
	Iteration 65Q: 3 clusters Score -5501587 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -5501591.500000 Penalty: 1049.335449
	Iteration 66Q: 3 clusters Score -5501592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -5501602.500000 Penalty: 1049.335449
	Iteration 67Q: 3 clusters Score -5501602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97116 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -5501612.000000 Penalty: 1049.335449
	Iteration 68Q: 3 clusters Score -5501612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97168 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -5501604.000000 Penalty: 1049.335449
	Iteration 69Q: 3 clusters Score -5501604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -5501603.500000 Penalty: 1049.335449
	Iteration 70Q: 3 clusters Score -5501604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97290 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -5501606.000000 Penalty: 1049.335449
	Iteration 71Q: 3 clusters Score -5501606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97347 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -5501610.500000 Penalty: 1049.335449
	Iteration 72Q: 3 clusters Score -5501610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -5501618.500000 Penalty: 1049.335449
	Iteration 73Q: 3 clusters Score -5501618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97463 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -5501618.000000 Penalty: 1049.335449
	Iteration 74Q: 3 clusters Score -5501618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -5501621.500000 Penalty: 1049.335449
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 97552 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 97626 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5501630 nChanged 35
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Mstep: Class 1 contains 97661 members 
Mstep: Class 2 contains 4179 members 
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	Iteration 79Q: 3 clusters Score -5501636 nChanged 41
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Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5501651 nChanged 41
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Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5501656 nChanged 32
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Mstep: Class 1 contains 97819 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5501656 nChanged 29
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Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5501656 nChanged 30
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Mstep: Class 1 contains 97878 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 97914 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5501658 nChanged 47
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5501674 nChanged 52
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Mstep: Class 1 contains 98013 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5501688 nChanged 46
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Mstep: Class 1 contains 98111 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5501685 nChanged 38
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Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5501689 nChanged 43
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Mstep: Class 1 contains 98192 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5501688 nChanged 48
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Mstep: Class 1 contains 98240 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5501696 nChanged 43
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Mstep: Class 1 contains 98283 members 
Mstep: Class 2 contains 3557 members 
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	Iteration 94Q: 3 clusters Score -5501688 nChanged 40
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Mstep: Class 1 contains 98323 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5501690 nChanged 32
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Mstep: Class 1 contains 98355 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5501692 nChanged 24
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Mstep: Class 1 contains 98379 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5501690 nChanged 25
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Mstep: Class 1 contains 98400 members 
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	Iteration 98Q: 3 clusters Score -5501698 nChanged 19
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Mstep: Class 1 contains 98419 members 
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Mstep: Class 1 contains 98441 members 
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	Iteration 100F: 3 clusters Score -5501696 nChanged 33
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Mstep: Class 1 contains 98474 members 
Mstep: Class 2 contains 3366 members 
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	Iteration 101Q: 3 clusters Score -5501698 nChanged 30
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Mstep: Class 2 contains 3336 members 
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	Iteration 102Q: 3 clusters Score -5501700 nChanged 28
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	Iteration 103Q: 3 clusters Score -5501704 nChanged 24
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	Iteration 104Q: 3 clusters Score -5501692 nChanged 21
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	Iteration 105Q: 3 clusters Score -5501696 nChanged 22
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	Iteration 106Q: 3 clusters Score -5501706 nChanged 25
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5501718 nChanged 39
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	Iteration 112Q: 3 clusters Score -5501710 nChanged 40
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Mstep: Class 1 contains 98841 members 
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	Iteration 113Q: 3 clusters Score -5501714 nChanged 41
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	Iteration 117Q: 3 clusters Score -5501734 nChanged 42
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Mstep: Class 1 contains 99130 members 
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	Iteration 120F: 3 clusters Score -5501746 nChanged 41
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Mstep: Class 1 contains 99169 members 
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Mstep: Class 1 contains 99210 members 
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	Iteration 122Q: 3 clusters Score -5501760 nChanged 45
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	Iteration 123Q: 3 clusters Score -5501768 nChanged 42
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	Iteration 124Q: 3 clusters Score -5501775 nChanged 35
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	Iteration 125Q: 3 clusters Score -5501780 nChanged 20
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	Iteration 126Q: 3 clusters Score -5501780 nChanged 22
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	Iteration 127Q: 3 clusters Score -5501780 nChanged 22
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	Iteration 128Q: 3 clusters Score -5501787 nChanged 22
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	Iteration 129Q: 3 clusters Score -5501787 nChanged 25
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	Iteration 130Q: 3 clusters Score -5501791 nChanged 20
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	Iteration 131Q: 3 clusters Score -5501794 nChanged 13
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	Iteration 134Q: 3 clusters Score -5501792 nChanged 22
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	Iteration 135Q: 3 clusters Score -5501797 nChanged 24
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	Iteration 136Q: 3 clusters Score -5501802 nChanged 26
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	Iteration 137Q: 3 clusters Score -5501805 nChanged 38
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	Iteration 138Q: 3 clusters Score -5501818 nChanged 36
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	Iteration 139Q: 3 clusters Score -5501825 nChanged 33
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	Iteration 140F: 3 clusters Score -5501818 nChanged 32
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	Iteration 141Q: 3 clusters Score -5501825 nChanged 26
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	Iteration 142Q: 3 clusters Score -5501822 nChanged 22
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	Iteration 143Q: 3 clusters Score -5501832 nChanged 20
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	Iteration 144Q: 3 clusters Score -5501838 nChanged 14
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	Iteration 145Q: 3 clusters Score -5501842 nChanged 16
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	Iteration 146Q: 3 clusters Score -5501841 nChanged 15
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	Iteration 147Q: 3 clusters Score -5501841 nChanged 10
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	Iteration 148Q: 3 clusters Score -5501840 nChanged 7
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	Iteration 149Q: 3 clusters Score -5501836 nChanged 12
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	Iteration 150Q: 3 clusters Score -5501836 nChanged 12
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	Iteration 151Q: 3 clusters Score -5501841 nChanged 12
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	Iteration 152Q: 3 clusters Score -5501842 nChanged 16
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	Iteration 153Q: 3 clusters Score -5501850 nChanged 12
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	Iteration 154Q: 3 clusters Score -5501852 nChanged 9
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	Iteration 155Q: 3 clusters Score -5501856 nChanged 8
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	Iteration 156Q: 3 clusters Score -5501857 nChanged 8
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	Iteration 157Q: 3 clusters Score -5501857 nChanged 7
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	Iteration 158Q: 3 clusters Score -5501860 nChanged 7
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	Iteration 159Q: 3 clusters Score -5501856 nChanged 5
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	Iteration 160F: 3 clusters Score -5501861 nChanged 3
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	Iteration 161Q: 3 clusters Score -5501859 nChanged 4
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	Iteration 162Q: 3 clusters Score -5501856 nChanged 6
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	Iteration 163Q: 3 clusters Score -5501856 nChanged 6
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	Iteration 164Q: 3 clusters Score -5501859 nChanged 8
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	Iteration 165Q: 3 clusters Score -5501856 nChanged 7
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	Iteration 166Q: 3 clusters Score -5501856 nChanged 8
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	Iteration 167Q: 3 clusters Score -5501865 nChanged 14
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	Iteration 168Q: 3 clusters Score -5501869 nChanged 17
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Entering Unmasked Estep 
Score: -5501864.500000 Penalty: 1049.335449
	Iteration 169Q: 3 clusters Score -5501864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100020 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5501866.000000 Penalty: 1049.335449
	Iteration 170Q: 3 clusters Score -5501866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100028 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5501862.500000 Penalty: 1049.335449
	Iteration 171Q: 3 clusters Score -5501862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100035 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5501860.500000 Penalty: 1049.335449
	Iteration 172Q: 3 clusters Score -5501860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100036 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5501860.500000 Penalty: 1049.335449
	Iteration 173Q: 3 clusters Score -5501860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100039 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5501860.000000 Penalty: 1049.335449
	Iteration 174Q: 3 clusters Score -5501860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100040 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5501859.000000 Penalty: 1049.335449
	Iteration 175Q: 3 clusters Score -5501859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100040 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5501859.000000 Penalty: 1049.335449
	Iteration 176F: 3 clusters Score -5501859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -29530.591797 Penalty: 290.603027
	Iteration 0F: 2 clusters Score -29530.59 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 302 members 
Entering Unmasked Estep 
Score: -29006.724609 Penalty: 581.206055
	Iteration 0F: 3 clusters Score -29006.72 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29221.849609 Penalty: 581.206055
	Iteration 1F: 3 clusters Score -29221.85 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29276.857422 Penalty: 581.206055
	Iteration 2F: 3 clusters Score -29276.86 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29317.826172 Penalty: 581.206055
	Iteration 3F: 3 clusters Score -29317.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29339.650391 Penalty: 581.206055
	Iteration 4F: 3 clusters Score -29339.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29350.820312 Penalty: 581.206055
	Iteration 5Q: 3 clusters Score -29350.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29358.076172 Penalty: 581.206055
	Iteration 6Q: 3 clusters Score -29358.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29367.128906 Penalty: 581.206055
	Iteration 7Q: 3 clusters Score -29367.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29379.408203 Penalty: 581.206055
	Iteration 8Q: 3 clusters Score -29379.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29390.796875 Penalty: 581.206055
	Iteration 9Q: 3 clusters Score -29390.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29398.181641 Penalty: 581.206055
	Iteration 10Q: 3 clusters Score -29398.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29402.886719 Penalty: 581.206055
	Iteration 11Q: 3 clusters Score -29402.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29408.878906 Penalty: 581.206055
	Iteration 12Q: 3 clusters Score -29408.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29411.275391 Penalty: 581.206055
	Iteration 13Q: 3 clusters Score -29411.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29412.732422 Penalty: 581.206055
	Iteration 14Q: 3 clusters Score -29412.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29414.582031 Penalty: 581.206055
	Iteration 15Q: 3 clusters Score -29414.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29415.187500 Penalty: 581.206055
	Iteration 16Q: 3 clusters Score -29415.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29415.187500 Penalty: 581.206055
	Iteration 17F: 3 clusters Score -29415.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -40209.554688 Penalty: 308.331055
	Iteration 0F: 2 clusters Score -40209.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -39515.781250 Penalty: 616.662109
	Iteration 0F: 3 clusters Score -39515.78 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -39813.917969 Penalty: 616.662109
	Iteration 1F: 3 clusters Score -39813.92 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -39874.019531 Penalty: 616.662109
	Iteration 2F: 3 clusters Score -39874.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -39910.425781 Penalty: 616.662109
	Iteration 3F: 3 clusters Score -39910.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -39927.875000 Penalty: 616.662109
	Iteration 4Q: 3 clusters Score -39927.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -39945.960938 Penalty: 616.662109
	Iteration 5Q: 3 clusters Score -39945.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -39955.453125 Penalty: 616.662109
	Iteration 6Q: 3 clusters Score -39955.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -39959.320312 Penalty: 616.662109
	Iteration 7Q: 3 clusters Score -39959.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -39959.828125 Penalty: 616.662109
	Iteration 8Q: 3 clusters Score -39959.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -39959.957031 Penalty: 616.662109
	Iteration 9Q: 3 clusters Score -39959.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -39959.957031 Penalty: 616.662109
	Iteration 10F: 3 clusters Score -39959.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -21121.253906 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -21121.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20652.626953 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -20652.63 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20751.458984 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -20751.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -20782.070312 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -20782.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20806.134766 Penalty: 552.856506
	Iteration 3F: 3 clusters Score -20806.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20821.333984 Penalty: 552.856506
	Iteration 4Q: 3 clusters Score -20821.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -20831.189453 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -20831.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20838.314453 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -20838.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20844.216797 Penalty: 552.856506
	Iteration 7Q: 3 clusters Score -20844.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20848.439453 Penalty: 552.856506
	Iteration 8Q: 3 clusters Score -20848.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -20852.412109 Penalty: 552.856506
	Iteration 9Q: 3 clusters Score -20852.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -20860.257812 Penalty: 552.856506
	Iteration 10Q: 3 clusters Score -20860.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -20869.808594 Penalty: 552.856506
	Iteration 11Q: 3 clusters Score -20869.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -20878.068359 Penalty: 552.856506
	Iteration 12Q: 3 clusters Score -20878.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20885.023438 Penalty: 552.856506
	Iteration 13Q: 3 clusters Score -20885.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20889.767578 Penalty: 552.856506
	Iteration 14Q: 3 clusters Score -20889.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20890.703125 Penalty: 552.856506
	Iteration 15Q: 3 clusters Score -20890.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20891.437500 Penalty: 552.856506
	Iteration 16Q: 3 clusters Score -20891.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20891.900391 Penalty: 552.856506
	Iteration 17Q: 3 clusters Score -20891.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20891.900391 Penalty: 552.856506
	Iteration 18F: 3 clusters Score -20891.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -7450.401367 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -7450.401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7213.566406 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -7213.566 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7268.498535 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -7268.499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7292.466309 Penalty: 469.995514
	Iteration 2F: 3 clusters Score -7292.466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7307.383301 Penalty: 469.995514
	Iteration 3F: 3 clusters Score -7307.383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7311.923340 Penalty: 469.995514
	Iteration 4Q: 3 clusters Score -7311.923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7314.484375 Penalty: 469.995514
	Iteration 5Q: 3 clusters Score -7314.484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7317.782715 Penalty: 469.995514
	Iteration 6Q: 3 clusters Score -7317.783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7319.858887 Penalty: 469.995514
	Iteration 7Q: 3 clusters Score -7319.859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7322.814453 Penalty: 469.995514
	Iteration 8Q: 3 clusters Score -7322.814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7325.420898 Penalty: 469.995514
	Iteration 9Q: 3 clusters Score -7325.421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7329.359863 Penalty: 469.995514
	Iteration 10Q: 3 clusters Score -7329.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7330.506836 Penalty: 469.995514
	Iteration 11Q: 3 clusters Score -7330.507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7331.044922 Penalty: 469.995514
	Iteration 12Q: 3 clusters Score -7331.045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7331.044922 Penalty: 469.995514
	Iteration 13F: 3 clusters Score -7331.045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -43173.625000 Penalty: 310.211304
	Iteration 0F: 2 clusters Score -43173.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -42417.253906 Penalty: 620.422607
	Iteration 0F: 3 clusters Score -42417.25 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -42628.152344 Penalty: 620.422607
	Iteration 1F: 3 clusters Score -42628.15 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -42683.832031 Penalty: 620.422607
	Iteration 2F: 3 clusters Score -42683.83 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -42721.257812 Penalty: 620.422607
	Iteration 3F: 3 clusters Score -42721.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -42740.691406 Penalty: 620.422607
	Iteration 4Q: 3 clusters Score -42740.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -42763.226562 Penalty: 620.422607
	Iteration 5Q: 3 clusters Score -42763.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -42792.457031 Penalty: 620.422607
	Iteration 6Q: 3 clusters Score -42792.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -42828.878906 Penalty: 620.422607
	Iteration 7Q: 3 clusters Score -42828.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -42872.457031 Penalty: 620.422607
	Iteration 8F: 3 clusters Score -42872.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -42902.945312 Penalty: 620.422607
	Iteration 9Q: 3 clusters Score -42902.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -42914.671875 Penalty: 620.422607
	Iteration 10Q: 3 clusters Score -42914.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -42925.609375 Penalty: 620.422607
	Iteration 11Q: 3 clusters Score -42925.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -42938.976562 Penalty: 620.422607
	Iteration 12Q: 3 clusters Score -42938.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -42949.203125 Penalty: 620.422607
	Iteration 13Q: 3 clusters Score -42949.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -42958.097656 Penalty: 620.422607
	Iteration 14Q: 3 clusters Score -42958.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -42967.988281 Penalty: 620.422607
	Iteration 15Q: 3 clusters Score -42967.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -42975.671875 Penalty: 620.422607
	Iteration 16Q: 3 clusters Score -42975.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -42986.070312 Penalty: 620.422607
	Iteration 17Q: 3 clusters Score -42986.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -42994.210938 Penalty: 620.422607
	Iteration 18Q: 3 clusters Score -42994.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -43006.359375 Penalty: 620.422607
	Iteration 19Q: 3 clusters Score -43006.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -43020.640625 Penalty: 620.422607
	Iteration 20F: 3 clusters Score -43020.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -43024.710938 Penalty: 620.422607
	Iteration 21Q: 3 clusters Score -43024.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -43025.691406 Penalty: 620.422607
	Iteration 22Q: 3 clusters Score -43025.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -43026.042969 Penalty: 620.422607
	Iteration 23Q: 3 clusters Score -43026.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -43026.601562 Penalty: 620.422607
	Iteration 24Q: 3 clusters Score -43026.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -43027.062500 Penalty: 620.422607
	Iteration 25Q: 3 clusters Score -43027.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -43027.238281 Penalty: 620.422607
	Iteration 26Q: 3 clusters Score -43027.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -43027.238281 Penalty: 620.422607
	Iteration 27F: 3 clusters Score -43027.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -14430.954102 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -14430.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14062.400391 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -14062.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14153.015625 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -14153.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14181.602539 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -14181.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14199.970703 Penalty: 527.164246
	Iteration 3Q: 3 clusters Score -14199.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14205.166992 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -14205.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14207.645508 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -14207.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14207.645508 Penalty: 527.164246
	Iteration 6F: 3 clusters Score -14207.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Entering Unmasked Estep 
Score: -456932.812500 Penalty: 408.009827
	Iteration 0F: 2 clusters Score -456932.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -451653.718750 Penalty: 816.019653
	Iteration 0F: 3 clusters Score -451653.7 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -453790.968750 Penalty: 816.019653
	Iteration 1F: 3 clusters Score -453791 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -454067.718750 Penalty: 816.019653
	Iteration 2F: 3 clusters Score -454067.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -454442.375000 Penalty: 816.019653
	Iteration 3F: 3 clusters Score -454442.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -454906.375000 Penalty: 816.019653
	Iteration 4F: 3 clusters Score -454906.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -455368.781250 Penalty: 816.019653
	Iteration 5F: 3 clusters Score -455368.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -455703.437500 Penalty: 816.019653
	Iteration 6Q: 3 clusters Score -455703.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -455876.468750 Penalty: 816.019653
	Iteration 7Q: 3 clusters Score -455876.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -455976.718750 Penalty: 816.019653
	Iteration 8Q: 3 clusters Score -455976.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -456041.625000 Penalty: 816.019653
	Iteration 9Q: 3 clusters Score -456041.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -456081.250000 Penalty: 816.019653
	Iteration 10Q: 3 clusters Score -456081.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -456121.687500 Penalty: 816.019653
	Iteration 11Q: 3 clusters Score -456121.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -456150.781250 Penalty: 816.019653
	Iteration 12Q: 3 clusters Score -456150.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -456178.156250 Penalty: 816.019653
	Iteration 13Q: 3 clusters Score -456178.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -456205.937500 Penalty: 816.019653
	Iteration 14Q: 3 clusters Score -456205.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -456239.468750 Penalty: 816.019653
	Iteration 15Q: 3 clusters Score -456239.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -456264.000000 Penalty: 816.019653
	Iteration 16Q: 3 clusters Score -456264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -456280.062500 Penalty: 816.019653
	Iteration 17Q: 3 clusters Score -456280.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -456299.875000 Penalty: 816.019653
	Iteration 18Q: 3 clusters Score -456299.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -456322.843750 Penalty: 816.019653
	Iteration 19Q: 3 clusters Score -456322.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -456343.562500 Penalty: 816.019653
	Iteration 20F: 3 clusters Score -456343.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -456369.156250 Penalty: 816.019653
	Iteration 21Q: 3 clusters Score -456369.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -456391.312500 Penalty: 816.019653
	Iteration 22Q: 3 clusters Score -456391.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -456413.093750 Penalty: 816.019653
	Iteration 23Q: 3 clusters Score -456413.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -456427.937500 Penalty: 816.019653
	Iteration 24Q: 3 clusters Score -456427.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -456443.062500 Penalty: 816.019653
	Iteration 25Q: 3 clusters Score -456443.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -456468.000000 Penalty: 816.019653
	Iteration 26Q: 3 clusters Score -456468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -456489.187500 Penalty: 816.019653
	Iteration 27Q: 3 clusters Score -456489.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -456507.562500 Penalty: 816.019653
	Iteration 28Q: 3 clusters Score -456507.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -456517.281250 Penalty: 816.019653
	Iteration 29Q: 3 clusters Score -456517.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -456521.562500 Penalty: 816.019653
	Iteration 30Q: 3 clusters Score -456521.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -456526.812500 Penalty: 816.019653
	Iteration 31Q: 3 clusters Score -456526.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -456529.843750 Penalty: 816.019653
	Iteration 32Q: 3 clusters Score -456529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -456530.781250 Penalty: 816.019653
	Iteration 33Q: 3 clusters Score -456530.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -456532.687500 Penalty: 816.019653
	Iteration 34Q: 3 clusters Score -456532.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -456535.031250 Penalty: 816.019653
	Iteration 35Q: 3 clusters Score -456535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -456535.687500 Penalty: 816.019653
	Iteration 36Q: 3 clusters Score -456535.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -456539.843750 Penalty: 816.019653
	Iteration 37Q: 3 clusters Score -456539.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -456540.875000 Penalty: 816.019653
	Iteration 38Q: 3 clusters Score -456540.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -456542.875000 Penalty: 816.019653
	Iteration 39Q: 3 clusters Score -456542.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -456543.375000 Penalty: 816.019653
	Iteration 40F: 3 clusters Score -456543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -456546.593750 Penalty: 816.019653
	Iteration 41Q: 3 clusters Score -456546.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -456548.031250 Penalty: 816.019653
	Iteration 42Q: 3 clusters Score -456548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -456551.500000 Penalty: 816.019653
	Iteration 43Q: 3 clusters Score -456551.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -456555.625000 Penalty: 816.019653
	Iteration 44Q: 3 clusters Score -456555.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -456558.937500 Penalty: 816.019653
	Iteration 45Q: 3 clusters Score -456558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -456560.781250 Penalty: 816.019653
	Iteration 46Q: 3 clusters Score -456560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -456561.187500 Penalty: 816.019653
	Iteration 47Q: 3 clusters Score -456561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -456561.687500 Penalty: 816.019653
	Iteration 48Q: 3 clusters Score -456561.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -456562.812500 Penalty: 816.019653
	Iteration 49Q: 3 clusters Score -456562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -456563.125000 Penalty: 816.019653
	Iteration 50Q: 3 clusters Score -456563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -456563.812500 Penalty: 816.019653
	Iteration 51Q: 3 clusters Score -456563.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -456563.843750 Penalty: 816.019653
	Iteration 52Q: 3 clusters Score -456563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -456563.843750 Penalty: 816.019653
	Iteration 53F: 3 clusters Score -456563.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -9689.123047 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -9689.123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9408.449219 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -9408.449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9470.337891 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -9470.338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9480.501953 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -9480.502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9485.328125 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -9485.328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9488.603516 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -9488.604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9489.092773 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -9489.093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9489.092773 Penalty: 486.152405
	Iteration 6F: 3 clusters Score -9489.093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -158211.671875 Penalty: 364.365479
	Iteration 0F: 2 clusters Score -158211.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -156115.109375 Penalty: 728.730957
	Iteration 0F: 3 clusters Score -156115.1 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -156849.078125 Penalty: 728.730957
	Iteration 1F: 3 clusters Score -156849.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -156930.921875 Penalty: 728.730957
	Iteration 2F: 3 clusters Score -156930.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -157003.296875 Penalty: 728.730957
	Iteration 3Q: 3 clusters Score -157003.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -157079.484375 Penalty: 728.730957
	Iteration 4Q: 3 clusters Score -157079.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -157173.359375 Penalty: 728.730957
	Iteration 5Q: 3 clusters Score -157173.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -157269.234375 Penalty: 728.730957
	Iteration 6Q: 3 clusters Score -157269.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -157343.562500 Penalty: 728.730957
	Iteration 7Q: 3 clusters Score -157343.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -157399.109375 Penalty: 728.730957
	Iteration 8Q: 3 clusters Score -157399.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -157457.000000 Penalty: 728.730957
	Iteration 9Q: 3 clusters Score -157457 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -157517.359375 Penalty: 728.730957
	Iteration 10Q: 3 clusters Score -157517.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -157583.593750 Penalty: 728.730957
	Iteration 11Q: 3 clusters Score -157583.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -157647.343750 Penalty: 728.730957
	Iteration 12Q: 3 clusters Score -157647.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -157706.000000 Penalty: 728.730957
	Iteration 13Q: 3 clusters Score -157706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -157742.437500 Penalty: 728.730957
	Iteration 14Q: 3 clusters Score -157742.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -157777.906250 Penalty: 728.730957
	Iteration 15Q: 3 clusters Score -157777.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -157807.968750 Penalty: 728.730957
	Iteration 16Q: 3 clusters Score -157808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -157830.203125 Penalty: 728.730957
	Iteration 17Q: 3 clusters Score -157830.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -157845.703125 Penalty: 728.730957
	Iteration 18Q: 3 clusters Score -157845.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -157862.671875 Penalty: 728.730957
	Iteration 19Q: 3 clusters Score -157862.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -157878.062500 Penalty: 728.730957
	Iteration 20F: 3 clusters Score -157878.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -157891.531250 Penalty: 728.730957
	Iteration 21Q: 3 clusters Score -157891.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -157912.593750 Penalty: 728.730957
	Iteration 22Q: 3 clusters Score -157912.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -157939.000000 Penalty: 728.730957
	Iteration 23Q: 3 clusters Score -157939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -157968.265625 Penalty: 728.730957
	Iteration 24Q: 3 clusters Score -157968.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -157993.625000 Penalty: 728.730957
	Iteration 25Q: 3 clusters Score -157993.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -158012.484375 Penalty: 728.730957
	Iteration 26Q: 3 clusters Score -158012.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -158026.734375 Penalty: 728.730957
	Iteration 27Q: 3 clusters Score -158026.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -158033.625000 Penalty: 728.730957
	Iteration 28Q: 3 clusters Score -158033.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -158041.718750 Penalty: 728.730957
	Iteration 29Q: 3 clusters Score -158041.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -158045.968750 Penalty: 728.730957
	Iteration 30Q: 3 clusters Score -158046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -158049.578125 Penalty: 728.730957
	Iteration 31Q: 3 clusters Score -158049.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -158054.109375 Penalty: 728.730957
	Iteration 32Q: 3 clusters Score -158054.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -158057.546875 Penalty: 728.730957
	Iteration 33Q: 3 clusters Score -158057.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -158062.062500 Penalty: 728.730957
	Iteration 34Q: 3 clusters Score -158062.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -158066.671875 Penalty: 728.730957
	Iteration 35Q: 3 clusters Score -158066.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -158069.281250 Penalty: 728.730957
	Iteration 36Q: 3 clusters Score -158069.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -158072.781250 Penalty: 728.730957
	Iteration 37Q: 3 clusters Score -158072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -158075.921875 Penalty: 728.730957
	Iteration 38Q: 3 clusters Score -158075.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -158078.078125 Penalty: 728.730957
	Iteration 39Q: 3 clusters Score -158078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -158080.484375 Penalty: 728.730957
	Iteration 40F: 3 clusters Score -158080.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -74107.218750 Penalty: 331.303040
	Iteration 0F: 2 clusters Score -74107.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -73014.632812 Penalty: 662.606079
	Iteration 0F: 3 clusters Score -73014.63 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -73407.406250 Penalty: 662.606079
	Iteration 1F: 3 clusters Score -73407.41 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -73501.156250 Penalty: 662.606079
	Iteration 2F: 3 clusters Score -73501.16 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -73580.593750 Penalty: 662.606079
	Iteration 3F: 3 clusters Score -73580.59 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -73627.359375 Penalty: 662.606079
	Iteration 4Q: 3 clusters Score -73627.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -73663.976562 Penalty: 662.606079
	Iteration 5Q: 3 clusters Score -73663.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -73698.968750 Penalty: 662.606079
	Iteration 6Q: 3 clusters Score -73698.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -73740.390625 Penalty: 662.606079
	Iteration 7Q: 3 clusters Score -73740.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -73770.414062 Penalty: 662.606079
	Iteration 8Q: 3 clusters Score -73770.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -73803.343750 Penalty: 662.606079
	Iteration 9Q: 3 clusters Score -73803.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -73837.632812 Penalty: 662.606079
	Iteration 10Q: 3 clusters Score -73837.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -73870.453125 Penalty: 662.606079
	Iteration 11Q: 3 clusters Score -73870.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -73888.039062 Penalty: 662.606079
	Iteration 12Q: 3 clusters Score -73888.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -73900.875000 Penalty: 662.606079
	Iteration 13Q: 3 clusters Score -73900.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73914.953125 Penalty: 662.606079
	Iteration 14Q: 3 clusters Score -73914.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -73925.625000 Penalty: 662.606079
	Iteration 15Q: 3 clusters Score -73925.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -73932.062500 Penalty: 662.606079
	Iteration 16Q: 3 clusters Score -73932.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -73934.210938 Penalty: 662.606079
	Iteration 17Q: 3 clusters Score -73934.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -73935.476562 Penalty: 662.606079
	Iteration 18Q: 3 clusters Score -73935.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -73936.585938 Penalty: 662.606079
	Iteration 19Q: 3 clusters Score -73936.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -73937.242188 Penalty: 662.606079
	Iteration 20F: 3 clusters Score -73937.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -73938.820312 Penalty: 662.606079
	Iteration 21Q: 3 clusters Score -73938.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73939.453125 Penalty: 662.606079
	Iteration 22Q: 3 clusters Score -73939.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73940.218750 Penalty: 662.606079
	Iteration 23Q: 3 clusters Score -73940.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73940.906250 Penalty: 662.606079
	Iteration 24Q: 3 clusters Score -73940.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73941.421875 Penalty: 662.606079
	Iteration 25Q: 3 clusters Score -73941.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73941.421875 Penalty: 662.606079
	Iteration 26F: 3 clusters Score -73941.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -36357.828125 Penalty: 303.807312
	Iteration 0F: 2 clusters Score -36357.83 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 405 members 
Entering Unmasked Estep 
Score: -35667.312500 Penalty: 607.614624
	Iteration 0F: 3 clusters Score -35667.31 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -35888.718750 Penalty: 607.614624
	Iteration 1F: 3 clusters Score -35888.72 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -35962.015625 Penalty: 607.614624
	Iteration 2F: 3 clusters Score -35962.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -36011.093750 Penalty: 607.614624
	Iteration 3F: 3 clusters Score -36011.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -36035.972656 Penalty: 607.614624
	Iteration 4Q: 3 clusters Score -36035.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -36058.492188 Penalty: 607.614624
	Iteration 5Q: 3 clusters Score -36058.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -36074.148438 Penalty: 607.614624
	Iteration 6Q: 3 clusters Score -36074.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -36084.996094 Penalty: 607.614624
	Iteration 7Q: 3 clusters Score -36085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -36094.535156 Penalty: 607.614624
	Iteration 8Q: 3 clusters Score -36094.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -36114.515625 Penalty: 607.614624
	Iteration 9Q: 3 clusters Score -36114.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -36140.148438 Penalty: 607.614624
	Iteration 10Q: 3 clusters Score -36140.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -36150.769531 Penalty: 607.614624
	Iteration 11Q: 3 clusters Score -36150.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -36162.835938 Penalty: 607.614624
	Iteration 12Q: 3 clusters Score -36162.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -36183.617188 Penalty: 607.614624
	Iteration 13Q: 3 clusters Score -36183.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -36197.488281 Penalty: 607.614624
	Iteration 14Q: 3 clusters Score -36197.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -36215.796875 Penalty: 607.614624
	Iteration 15Q: 3 clusters Score -36215.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -36229.707031 Penalty: 607.614624
	Iteration 16Q: 3 clusters Score -36229.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -36239.640625 Penalty: 607.614624
	Iteration 17Q: 3 clusters Score -36239.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -36246.750000 Penalty: 607.614624
	Iteration 18Q: 3 clusters Score -36246.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -36249.511719 Penalty: 607.614624
	Iteration 19Q: 3 clusters Score -36249.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -36250.171875 Penalty: 607.614624
	Iteration 20F: 3 clusters Score -36250.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -36250.503906 Penalty: 607.614624
	Iteration 21Q: 3 clusters Score -36250.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -36250.851562 Penalty: 607.614624
	Iteration 22Q: 3 clusters Score -36250.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -36250.953125 Penalty: 607.614624
	Iteration 23Q: 3 clusters Score -36250.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -36250.953125 Penalty: 607.614624
	Iteration 24F: 3 clusters Score -36250.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Entering Unmasked Estep 
Score: -2526650.750000 Penalty: 492.004120
	Iteration 0F: 2 clusters Score -2526651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2493491.000000 Penalty: 984.008240
	Iteration 0F: 3 clusters Score -2493491 nChanged 23878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -2507679.500000 Penalty: 984.008240
	Iteration 1F: 3 clusters Score -2507680 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -2508532.250000 Penalty: 984.008240
	Iteration 2Q: 3 clusters Score -2508532 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -2509710.750000 Penalty: 984.008240
	Iteration 3F: 3 clusters Score -2509711 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -2511230.750000 Penalty: 984.008240
	Iteration 4F: 3 clusters Score -2511231 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -2513179.500000 Penalty: 984.008240
	Iteration 5F: 3 clusters Score -2513180 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -2515635.750000 Penalty: 984.008240
	Iteration 6F: 3 clusters Score -2515636 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -2518170.000000 Penalty: 984.008240
	Iteration 7F: 3 clusters Score -2518170 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -2519884.250000 Penalty: 984.008240
	Iteration 8Q: 3 clusters Score -2519884 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -2520923.250000 Penalty: 984.008240
	Iteration 9Q: 3 clusters Score -2520923 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -2521703.750000 Penalty: 984.008240
	Iteration 10Q: 3 clusters Score -2521704 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -2522440.500000 Penalty: 984.008240
	Iteration 11Q: 3 clusters Score -2522440 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -2523131.500000 Penalty: 984.008240
	Iteration 12Q: 3 clusters Score -2523132 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -2523728.500000 Penalty: 984.008240
	Iteration 13Q: 3 clusters Score -2523728 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -2524309.750000 Penalty: 984.008240
	Iteration 14Q: 3 clusters Score -2524310 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -2524792.000000 Penalty: 984.008240
	Iteration 15Q: 3 clusters Score -2524792 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -2525195.750000 Penalty: 984.008240
	Iteration 16Q: 3 clusters Score -2525196 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -2525526.500000 Penalty: 984.008240
	Iteration 17Q: 3 clusters Score -2525526 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -2525762.500000 Penalty: 984.008240
	Iteration 18Q: 3 clusters Score -2525762 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -2525943.000000 Penalty: 984.008240
	Iteration 19Q: 3 clusters Score -2525943 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -2526060.500000 Penalty: 984.008240
	Iteration 20F: 3 clusters Score -2526060 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -2526138.750000 Penalty: 984.008240
	Iteration 21Q: 3 clusters Score -2526139 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -2526207.250000 Penalty: 984.008240
	Iteration 22Q: 3 clusters Score -2526207 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -2526254.250000 Penalty: 984.008240
	Iteration 23Q: 3 clusters Score -2526254 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -2526290.250000 Penalty: 984.008240
	Iteration 24Q: 3 clusters Score -2526290 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -2526315.750000 Penalty: 984.008240
	Iteration 25Q: 3 clusters Score -2526316 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -2526331.750000 Penalty: 984.008240
	Iteration 26Q: 3 clusters Score -2526332 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -2526354.750000 Penalty: 984.008240
	Iteration 27Q: 3 clusters Score -2526355 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -2526372.250000 Penalty: 984.008240
	Iteration 28Q: 3 clusters Score -2526372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -2526385.000000 Penalty: 984.008240
	Iteration 29Q: 3 clusters Score -2526385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -2526387.500000 Penalty: 984.008240
	Iteration 30Q: 3 clusters Score -2526388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -2526391.750000 Penalty: 984.008240
	Iteration 31Q: 3 clusters Score -2526392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -2526401.750000 Penalty: 984.008240
	Iteration 32Q: 3 clusters Score -2526402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -2526410.000000 Penalty: 984.008240
	Iteration 33Q: 3 clusters Score -2526410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -2526420.000000 Penalty: 984.008240
	Iteration 34Q: 3 clusters Score -2526420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -2526430.500000 Penalty: 984.008240
	Iteration 35Q: 3 clusters Score -2526430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -2526432.750000 Penalty: 984.008240
	Iteration 36Q: 3 clusters Score -2526433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -2526430.750000 Penalty: 984.008240
	Iteration 37Q: 3 clusters Score -2526431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -2526437.500000 Penalty: 984.008240
	Iteration 38Q: 3 clusters Score -2526438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -2526432.500000 Penalty: 984.008240
	Iteration 39Q: 3 clusters Score -2526432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -2526432.250000 Penalty: 984.008240
	Iteration 40F: 3 clusters Score -2526432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -2526441.250000 Penalty: 984.008240
	Iteration 41Q: 3 clusters Score -2526441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -2526442.750000 Penalty: 984.008240
	Iteration 42Q: 3 clusters Score -2526443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -2526446.000000 Penalty: 984.008240
	Iteration 43Q: 3 clusters Score -2526446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -2526448.250000 Penalty: 984.008240
	Iteration 44Q: 3 clusters Score -2526448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -2526450.500000 Penalty: 984.008240
	Iteration 45Q: 3 clusters Score -2526450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -2526452.750000 Penalty: 984.008240
	Iteration 46Q: 3 clusters Score -2526453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -2526453.000000 Penalty: 984.008240
	Iteration 47Q: 3 clusters Score -2526453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -2526453.000000 Penalty: 984.008240
	Iteration 48F: 3 clusters Score -2526453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -51356.644531 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -51356.64 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 492 members 
Entering Unmasked Estep 
Score: -50548.109375 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -50548.11 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -50823.042969 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -50823.04 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -50891.546875 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -50891.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -50935.496094 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -50935.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -50978.230469 Penalty: 628.058105
	Iteration 4F: 3 clusters Score -50978.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -51019.257812 Penalty: 628.058105
	Iteration 5Q: 3 clusters Score -51019.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -51069.917969 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -51069.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -51110.980469 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -51110.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -51133.046875 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -51133.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -51144.140625 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -51144.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -51147.644531 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -51147.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -51150.839844 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -51150.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -51153.160156 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -51153.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -51155.113281 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -51155.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -51157.156250 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -51157.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -51159.402344 Penalty: 628.058105
	Iteration 15Q: 3 clusters Score -51159.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -51161.210938 Penalty: 628.058105
	Iteration 16Q: 3 clusters Score -51161.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -51162.222656 Penalty: 628.058105
	Iteration 17Q: 3 clusters Score -51162.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -51163.917969 Penalty: 628.058105
	Iteration 18Q: 3 clusters Score -51163.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -51164.597656 Penalty: 628.058105
	Iteration 19Q: 3 clusters Score -51164.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -51165.199219 Penalty: 628.058105
	Iteration 20F: 3 clusters Score -51165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -51165.617188 Penalty: 628.058105
	Iteration 21Q: 3 clusters Score -51165.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -51165.617188 Penalty: 628.058105
	Iteration 22F: 3 clusters Score -51165.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -127694.820312 Penalty: 355.074890
	Iteration 0F: 2 clusters Score -127694.8 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 1252 members 
Entering Unmasked Estep 
Score: -125989.890625 Penalty: 710.149780
	Iteration 0F: 3 clusters Score -125989.9 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -126584.703125 Penalty: 710.149780
	Iteration 1F: 3 clusters Score -126584.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -126685.781250 Penalty: 710.149780
	Iteration 2F: 3 clusters Score -126685.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -126786.304688 Penalty: 710.149780
	Iteration 3F: 3 clusters Score -126786.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -126879.335938 Penalty: 710.149780
	Iteration 4F: 3 clusters Score -126879.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -126976.296875 Penalty: 710.149780
	Iteration 5F: 3 clusters Score -126976.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -127065.984375 Penalty: 710.149780
	Iteration 6F: 3 clusters Score -127066 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -127148.492188 Penalty: 710.149780
	Iteration 7Q: 3 clusters Score -127148.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -127200.515625 Penalty: 710.149780
	Iteration 8Q: 3 clusters Score -127200.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -127232.804688 Penalty: 710.149780
	Iteration 9Q: 3 clusters Score -127232.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -127252.679688 Penalty: 710.149780
	Iteration 10Q: 3 clusters Score -127252.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -127267.406250 Penalty: 710.149780
	Iteration 11Q: 3 clusters Score -127267.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -127285.125000 Penalty: 710.149780
	Iteration 12Q: 3 clusters Score -127285.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -127302.187500 Penalty: 710.149780
	Iteration 13Q: 3 clusters Score -127302.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -127314.601562 Penalty: 710.149780
	Iteration 14Q: 3 clusters Score -127314.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -127325.820312 Penalty: 710.149780
	Iteration 15Q: 3 clusters Score -127325.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -127338.289062 Penalty: 710.149780
	Iteration 16Q: 3 clusters Score -127338.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -127346.500000 Penalty: 710.149780
	Iteration 17Q: 3 clusters Score -127346.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -127356.812500 Penalty: 710.149780
	Iteration 18Q: 3 clusters Score -127356.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -127367.132812 Penalty: 710.149780
	Iteration 19Q: 3 clusters Score -127367.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -127372.773438 Penalty: 710.149780
	Iteration 20F: 3 clusters Score -127372.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -127378.335938 Penalty: 710.149780
	Iteration 21Q: 3 clusters Score -127378.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -127381.789062 Penalty: 710.149780
	Iteration 22Q: 3 clusters Score -127381.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -127383.898438 Penalty: 710.149780
	Iteration 23Q: 3 clusters Score -127383.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -127387.515625 Penalty: 710.149780
	Iteration 24Q: 3 clusters Score -127387.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -127390.820312 Penalty: 710.149780
	Iteration 25Q: 3 clusters Score -127390.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -127394.179688 Penalty: 710.149780
	Iteration 26Q: 3 clusters Score -127394.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -127397.609375 Penalty: 710.149780
	Iteration 27Q: 3 clusters Score -127397.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -127398.656250 Penalty: 710.149780
	Iteration 28Q: 3 clusters Score -127398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -127398.625000 Penalty: 710.149780
	Iteration 29Q: 3 clusters Score -127398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -127398.625000 Penalty: 710.149780
	Iteration 30F: 3 clusters Score -127398.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Entering Unmasked Estep 
Score: -206415.640625 Penalty: 378.335999
	Iteration 0F: 2 clusters Score -206415.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -203564.250000 Penalty: 756.671997
	Iteration 0F: 3 clusters Score -203564.2 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -204600.734375 Penalty: 756.671997
	Iteration 1F: 3 clusters Score -204600.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -204733.375000 Penalty: 756.671997
	Iteration 2F: 3 clusters Score -204733.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -204845.890625 Penalty: 756.671997
	Iteration 3F: 3 clusters Score -204845.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -204948.343750 Penalty: 756.671997
	Iteration 4F: 3 clusters Score -204948.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -205032.718750 Penalty: 756.671997
	Iteration 5Q: 3 clusters Score -205032.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -205088.359375 Penalty: 756.671997
	Iteration 6Q: 3 clusters Score -205088.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -205133.796875 Penalty: 756.671997
	Iteration 7Q: 3 clusters Score -205133.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -205190.984375 Penalty: 756.671997
	Iteration 8Q: 3 clusters Score -205191 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -205254.734375 Penalty: 756.671997
	Iteration 9Q: 3 clusters Score -205254.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -205313.687500 Penalty: 756.671997
	Iteration 10Q: 3 clusters Score -205313.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -205355.093750 Penalty: 756.671997
	Iteration 11Q: 3 clusters Score -205355.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -205419.015625 Penalty: 756.671997
	Iteration 12Q: 3 clusters Score -205419 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -205523.968750 Penalty: 756.671997
	Iteration 13Q: 3 clusters Score -205524 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -205655.062500 Penalty: 756.671997
	Iteration 14Q: 3 clusters Score -205655.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -205818.421875 Penalty: 756.671997
	Iteration 15Q: 3 clusters Score -205818.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -205946.468750 Penalty: 756.671997
	Iteration 16Q: 3 clusters Score -205946.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -206035.218750 Penalty: 756.671997
	Iteration 17Q: 3 clusters Score -206035.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -206086.812500 Penalty: 756.671997
	Iteration 18Q: 3 clusters Score -206086.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -206126.656250 Penalty: 756.671997
	Iteration 19Q: 3 clusters Score -206126.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -206163.421875 Penalty: 756.671997
	Iteration 20F: 3 clusters Score -206163.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -206193.906250 Penalty: 756.671997
	Iteration 21Q: 3 clusters Score -206193.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -206245.328125 Penalty: 756.671997
	Iteration 22Q: 3 clusters Score -206245.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -206266.718750 Penalty: 756.671997
	Iteration 23Q: 3 clusters Score -206266.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -206277.421875 Penalty: 756.671997
	Iteration 24Q: 3 clusters Score -206277.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -206282.000000 Penalty: 756.671997
	Iteration 25Q: 3 clusters Score -206282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -206286.781250 Penalty: 756.671997
	Iteration 26Q: 3 clusters Score -206286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -206288.500000 Penalty: 756.671997
	Iteration 27Q: 3 clusters Score -206288.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -206291.359375 Penalty: 756.671997
	Iteration 28Q: 3 clusters Score -206291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -206292.625000 Penalty: 756.671997
	Iteration 29Q: 3 clusters Score -206292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -206292.828125 Penalty: 756.671997
	Iteration 30Q: 3 clusters Score -206292.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -206292.984375 Penalty: 756.671997
	Iteration 31Q: 3 clusters Score -206293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -206292.984375 Penalty: 756.671997
	Iteration 32F: 3 clusters Score -206293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -13904.577148 Penalty: 263.858734
	Iteration 0F: 2 clusters Score -13904.58 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 160 members 
Entering Unmasked Estep 
Score: -13536.241211 Penalty: 527.717468
	Iteration 0F: 3 clusters Score -13536.24 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13641.401367 Penalty: 527.717468
	Iteration 1F: 3 clusters Score -13641.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13682.698242 Penalty: 527.717468
	Iteration 2F: 3 clusters Score -13682.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13756.173828 Penalty: 527.717468
	Iteration 3F: 3 clusters Score -13756.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13846.378906 Penalty: 527.717468
	Iteration 4F: 3 clusters Score -13846.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13898.071289 Penalty: 527.717468
	Iteration 5F: 3 clusters Score -13898.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13907.113281 Penalty: 527.717468
	Iteration 6Q: 3 clusters Score -13907.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13919.051758 Penalty: 527.717468
	Iteration 7Q: 3 clusters Score -13919.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13922.374023 Penalty: 527.717468
	Iteration 8Q: 3 clusters Score -13922.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13923.544922 Penalty: 527.717468
	Iteration 9Q: 3 clusters Score -13923.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13923.544922 Penalty: 527.717468
	Iteration 10F: 3 clusters Score -13923.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7642 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48067 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 101840 members 
Mstep: Class 7 contains 594 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 7842 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49676 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 109 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5218 members 
Mstep: Class 36 contains 289959 members 
Mstep: Class 37 contains 221 members 
Entering Unmasked Estep 
Score: -27473124.000000 Penalty: 22205.326172
Splitting cluster 22 changes total score from -27473468.000000 to -27473124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -14528.870117 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -14528.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14157.414062 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -14157.41 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14242.874023 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -14242.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14302.320312 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -14302.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14324.756836 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -14324.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14327.790039 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -14327.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14327.790039 Penalty: 518.129639
	Iteration 5F: 3 clusters Score -14327.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2642.012451 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2642.012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2502.510986 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2502.511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2517.124512 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2517.125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6417.771973 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6417.772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6180.744141 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6180.744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6219.025879 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6219.026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6229.183594 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -6229.184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6231.489258 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6231.489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6232.352539 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6232.353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6232.352539 Penalty: 446.380005
	Iteration 5F: 3 clusters Score -6232.353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -7535.768555 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -7535.769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7283.737305 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -7283.737 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7354.291504 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -7354.292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7386.018555 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -7386.019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7397.227051 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -7397.227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7406.470215 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -7406.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7410.877441 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -7410.877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7412.270020 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -7412.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7414.346191 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -7414.346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7417.139648 Penalty: 475.542938
	Iteration 8Q: 3 clusters Score -7417.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7418.419434 Penalty: 475.542938
	Iteration 9Q: 3 clusters Score -7418.419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7418.419434 Penalty: 475.542938
	Iteration 10F: 3 clusters Score -7418.419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -8863.344727 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -8863.345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8570.614258 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -8570.614 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8654.491211 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -8654.491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8687.759766 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -8687.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8701.327148 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -8701.327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8709.241211 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -8709.241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8712.707031 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -8712.707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8713.577148 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -8713.577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8713.577148 Penalty: 488.303802
	Iteration 7F: 3 clusters Score -8713.577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -2279.024658 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -2279.025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2125.162354 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -2125.162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2148.425537 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -2148.426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2164.752686 Penalty: 374.089508
	Iteration 2F: 3 clusters Score -2164.753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -7758.757324 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -7758.757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7512.536133 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -7512.536 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7639.729492 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -7639.729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7683.462891 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -7683.463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7700.716797 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -7700.717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7705.959473 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -7705.959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7705.959473 Penalty: 481.690735
	Iteration 5F: 3 clusters Score -7705.959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13154.135742 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13154.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12804.277344 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12804.28 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12917.426758 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12917.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12940.425781 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12940.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12952.570312 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -12952.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12957.280273 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -12957.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12958.436523 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -12958.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12958.436523 Penalty: 510.461945
	Iteration 6F: 3 clusters Score -12958.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -22719.064453 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -22719.06 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 209 members 
Entering Unmasked Estep 
Score: -22289.785156 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -22289.79 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22410.402344 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -22410.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22437.640625 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -22437.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22454.722656 Penalty: 550.525757
	Iteration 3Q: 3 clusters Score -22454.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22463.523438 Penalty: 550.525757
	Iteration 4Q: 3 clusters Score -22463.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22468.166016 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -22468.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22478.847656 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -22478.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22484.757812 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -22484.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22487.431641 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -22487.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22489.730469 Penalty: 550.525757
	Iteration 9Q: 3 clusters Score -22489.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22491.041016 Penalty: 550.525757
	Iteration 10Q: 3 clusters Score -22491.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22494.943359 Penalty: 550.525757
	Iteration 11Q: 3 clusters Score -22494.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22499.326172 Penalty: 550.525757
	Iteration 12Q: 3 clusters Score -22499.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22505.302734 Penalty: 550.525757
	Iteration 13Q: 3 clusters Score -22505.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22509.980469 Penalty: 550.525757
	Iteration 14Q: 3 clusters Score -22509.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22514.044922 Penalty: 550.525757
	Iteration 15Q: 3 clusters Score -22514.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22515.308594 Penalty: 550.525757
	Iteration 16Q: 3 clusters Score -22515.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22516.318359 Penalty: 550.525757
	Iteration 17Q: 3 clusters Score -22516.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22516.613281 Penalty: 550.525757
	Iteration 18Q: 3 clusters Score -22516.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22517.794922 Penalty: 550.525757
	Iteration 19Q: 3 clusters Score -22517.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22518.351562 Penalty: 550.525757
	Iteration 20F: 3 clusters Score -22518.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22519.167969 Penalty: 550.525757
	Iteration 21Q: 3 clusters Score -22519.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22519.167969 Penalty: 550.525757
	Iteration 22F: 3 clusters Score -22519.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6077.959961 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6077.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5842.977539 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5842.978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5878.150391 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5878.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5893.125977 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -5893.126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5895.698730 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5895.699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5900.205566 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -5900.206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5900.205566 Penalty: 440.821045
	Iteration 5F: 3 clusters Score -5900.206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -5069.981934 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -5069.982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4851.388672 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -4851.389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4890.783203 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4890.783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4905.342285 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -4905.342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4910.680176 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4910.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4912.142578 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -4912.143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4913.309082 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -4913.309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4913.678223 Penalty: 440.101654
	Iteration 6Q: 3 clusters Score -4913.678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4914.119141 Penalty: 440.101654
	Iteration 7Q: 3 clusters Score -4914.119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4915.100098 Penalty: 440.101654
	Iteration 8Q: 3 clusters Score -4915.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4915.100098 Penalty: 440.101654
	Iteration 9F: 3 clusters Score -4915.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -15471.087891 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -15471.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15075.527344 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -15075.53 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15197.966797 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -15197.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15242.940430 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -15242.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15259.824219 Penalty: 536.640991
	Iteration 3Q: 3 clusters Score -15259.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15263.412109 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -15263.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15267.385742 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -15267.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15270.461914 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -15270.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15270.988281 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -15270.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15271.424805 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -15271.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15272.495117 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -15272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15273.887695 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -15273.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15274.342773 Penalty: 536.640991
	Iteration 11Q: 3 clusters Score -15274.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15274.342773 Penalty: 536.640991
	Iteration 12F: 3 clusters Score -15274.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Entering Unmasked Estep 
Score: -301848.000000 Penalty: 389.474060
	Iteration 0F: 2 clusters Score -301848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -298344.093750 Penalty: 778.948120
	Iteration 0F: 3 clusters Score -298344.1 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -299557.093750 Penalty: 778.948120
	Iteration 1F: 3 clusters Score -299557.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -299651.687500 Penalty: 778.948120
	Iteration 2Q: 3 clusters Score -299651.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -299756.781250 Penalty: 778.948120
	Iteration 3Q: 3 clusters Score -299756.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -299905.625000 Penalty: 778.948120
	Iteration 4F: 3 clusters Score -299905.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -300121.468750 Penalty: 778.948120
	Iteration 5F: 3 clusters Score -300121.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -300386.281250 Penalty: 778.948120
	Iteration 6F: 3 clusters Score -300386.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -300750.437500 Penalty: 778.948120
	Iteration 7F: 3 clusters Score -300750.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -301068.406250 Penalty: 778.948120
	Iteration 8F: 3 clusters Score -301068.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -301273.000000 Penalty: 778.948120
	Iteration 9Q: 3 clusters Score -301273 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -301373.093750 Penalty: 778.948120
	Iteration 10Q: 3 clusters Score -301373.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -301434.062500 Penalty: 778.948120
	Iteration 11Q: 3 clusters Score -301434.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -301468.687500 Penalty: 778.948120
	Iteration 12Q: 3 clusters Score -301468.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -301481.218750 Penalty: 778.948120
	Iteration 13Q: 3 clusters Score -301481.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -301494.750000 Penalty: 778.948120
	Iteration 14Q: 3 clusters Score -301494.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -301497.406250 Penalty: 778.948120
	Iteration 15Q: 3 clusters Score -301497.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -301502.468750 Penalty: 778.948120
	Iteration 16Q: 3 clusters Score -301502.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -301505.031250 Penalty: 778.948120
	Iteration 17Q: 3 clusters Score -301505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -301508.718750 Penalty: 778.948120
	Iteration 18Q: 3 clusters Score -301508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -301511.375000 Penalty: 778.948120
	Iteration 19Q: 3 clusters Score -301511.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -301513.500000 Penalty: 778.948120
	Iteration 20F: 3 clusters Score -301513.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (289959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289959 members 
Entering Unmasked Estep 
Score: -15375747.000000 Penalty: 572.276001
	Iteration 0F: 2 clusters Score -1.537575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144738 members 
Mstep: Class 2 contains 145221 members 
Entering Unmasked Estep 
Score: -15186870.000000 Penalty: 1144.552002
	Iteration 0F: 3 clusters Score -1.518687e+07 nChanged 142698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139400 members 
Mstep: Class 2 contains 150559 members 
Entering Unmasked Estep 
Score: -15274320.000000 Penalty: 1144.552002
	Iteration 1F: 3 clusters Score -1.527432e+07 nChanged 11816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136344 members 
Mstep: Class 2 contains 153615 members 
Entering Unmasked Estep 
Score: -15279067.000000 Penalty: 1144.552002
	Iteration 2Q: 3 clusters Score -1.527907e+07 nChanged 14897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131893 members 
Mstep: Class 2 contains 158066 members 
Entering Unmasked Estep 
Score: -15287221.000000 Penalty: 1144.552002
	Iteration 3F: 3 clusters Score -1.528722e+07 nChanged 18477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126718 members 
Mstep: Class 2 contains 163241 members 
Entering Unmasked Estep 
Score: -15301414.000000 Penalty: 1144.552002
	Iteration 4F: 3 clusters Score -1.530141e+07 nChanged 21171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122883 members 
Mstep: Class 2 contains 167076 members 
Entering Unmasked Estep 
Score: -15318594.000000 Penalty: 1144.552002
	Iteration 5F: 3 clusters Score -1.531859e+07 nChanged 18246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121457 members 
Mstep: Class 2 contains 168502 members 
Entering Unmasked Estep 
Score: -15327801.000000 Penalty: 1144.552002
	Iteration 6F: 3 clusters Score -1.53278e+07 nChanged 10273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120998 members 
Mstep: Class 2 contains 168961 members 
Entering Unmasked Estep 
Score: -15330077.000000 Penalty: 1144.552002
	Iteration 7Q: 3 clusters Score -1.533008e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120484 members 
Mstep: Class 2 contains 169475 members 
Entering Unmasked Estep 
Score: -15330553.000000 Penalty: 1144.552002
	Iteration 8Q: 3 clusters Score -1.533055e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120015 members 
Mstep: Class 2 contains 169944 members 
Entering Unmasked Estep 
Score: -15330672.000000 Penalty: 1144.552002
	Iteration 9Q: 3 clusters Score -1.533067e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119440 members 
Mstep: Class 2 contains 170519 members 
Entering Unmasked Estep 
Score: -15330804.000000 Penalty: 1144.552002
	Iteration 10Q: 3 clusters Score -1.53308e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118893 members 
Mstep: Class 2 contains 171066 members 
Entering Unmasked Estep 
Score: -15330880.000000 Penalty: 1144.552002
	Iteration 11Q: 3 clusters Score -1.533088e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118297 members 
Mstep: Class 2 contains 171662 members 
Entering Unmasked Estep 
Score: -15331099.000000 Penalty: 1144.552002
	Iteration 12Q: 3 clusters Score -1.53311e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117713 members 
Mstep: Class 2 contains 172246 members 
Entering Unmasked Estep 
Score: -15331282.000000 Penalty: 1144.552002
	Iteration 13Q: 3 clusters Score -1.533128e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117064 members 
Mstep: Class 2 contains 172895 members 
Entering Unmasked Estep 
Score: -15331315.000000 Penalty: 1144.552002
	Iteration 14Q: 3 clusters Score -1.533132e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116438 members 
Mstep: Class 2 contains 173521 members 
Entering Unmasked Estep 
Score: -15331433.000000 Penalty: 1144.552002
	Iteration 15Q: 3 clusters Score -1.533143e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115844 members 
Mstep: Class 2 contains 174115 members 
Entering Unmasked Estep 
Score: -15331558.000000 Penalty: 1144.552002
	Iteration 16Q: 3 clusters Score -1.533156e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115259 members 
Mstep: Class 2 contains 174700 members 
Entering Unmasked Estep 
Score: -15331664.000000 Penalty: 1144.552002
	Iteration 17Q: 3 clusters Score -1.533166e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114651 members 
Mstep: Class 2 contains 175308 members 
Entering Unmasked Estep 
Score: -15331746.000000 Penalty: 1144.552002
	Iteration 18Q: 3 clusters Score -1.533175e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114018 members 
Mstep: Class 2 contains 175941 members 
Entering Unmasked Estep 
Score: -15331871.000000 Penalty: 1144.552002
	Iteration 19Q: 3 clusters Score -1.533187e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113335 members 
Mstep: Class 2 contains 176624 members 
Entering Unmasked Estep 
Score: -15332022.000000 Penalty: 1144.552002
	Iteration 20F: 3 clusters Score -1.533202e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112612 members 
Mstep: Class 2 contains 177347 members 
Entering Unmasked Estep 
Score: -15332098.000000 Penalty: 1144.552002
	Iteration 21Q: 3 clusters Score -1.53321e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111875 members 
Mstep: Class 2 contains 178084 members 
Entering Unmasked Estep 
Score: -15332296.000000 Penalty: 1144.552002
	Iteration 22Q: 3 clusters Score -1.53323e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111052 members 
Mstep: Class 2 contains 178907 members 
Entering Unmasked Estep 
Score: -15332407.000000 Penalty: 1144.552002
	Iteration 23Q: 3 clusters Score -1.533241e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110243 members 
Mstep: Class 2 contains 179716 members 
Entering Unmasked Estep 
Score: -15332640.000000 Penalty: 1144.552002
	Iteration 24Q: 3 clusters Score -1.533264e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109478 members 
Mstep: Class 2 contains 180481 members 
Entering Unmasked Estep 
Score: -15332760.000000 Penalty: 1144.552002
	Iteration 25Q: 3 clusters Score -1.533276e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 181396 members 
Entering Unmasked Estep 
Score: -15333093.000000 Penalty: 1144.552002
	Iteration 26Q: 3 clusters Score -1.533309e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107588 members 
Mstep: Class 2 contains 182371 members 
Entering Unmasked Estep 
Score: -15333353.000000 Penalty: 1144.552002
	Iteration 27Q: 3 clusters Score -1.533335e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106516 members 
Mstep: Class 2 contains 183443 members 
Entering Unmasked Estep 
Score: -15333608.000000 Penalty: 1144.552002
	Iteration 28Q: 3 clusters Score -1.533361e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105283 members 
Mstep: Class 2 contains 184676 members 
Entering Unmasked Estep 
Score: -15333906.000000 Penalty: 1144.552002
	Iteration 29Q: 3 clusters Score -1.533391e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103933 members 
Mstep: Class 2 contains 186026 members 
Entering Unmasked Estep 
Score: -15334138.000000 Penalty: 1144.552002
	Iteration 30Q: 3 clusters Score -1.533414e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 187441 members 
Entering Unmasked Estep 
Score: -15334429.000000 Penalty: 1144.552002
	Iteration 31Q: 3 clusters Score -1.533443e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 188938 members 
Entering Unmasked Estep 
Score: -15334711.000000 Penalty: 1144.552002
	Iteration 32Q: 3 clusters Score -1.533471e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99484 members 
Mstep: Class 2 contains 190475 members 
Entering Unmasked Estep 
Score: -15335004.000000 Penalty: 1144.552002
	Iteration 33Q: 3 clusters Score -1.5335e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97794 members 
Mstep: Class 2 contains 192165 members 
Entering Unmasked Estep 
Score: -15335397.000000 Penalty: 1144.552002
	Iteration 34Q: 3 clusters Score -1.53354e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96055 members 
Mstep: Class 2 contains 193904 members 
Entering Unmasked Estep 
Score: -15335777.000000 Penalty: 1144.552002
	Iteration 35Q: 3 clusters Score -1.533578e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 195780 members 
Entering Unmasked Estep 
Score: -15336118.000000 Penalty: 1144.552002
	Iteration 36Q: 3 clusters Score -1.533612e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92238 members 
Mstep: Class 2 contains 197721 members 
Entering Unmasked Estep 
Score: -15336645.000000 Penalty: 1144.552002
	Iteration 37Q: 3 clusters Score -1.533664e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 199687 members 
Entering Unmasked Estep 
Score: -15337225.000000 Penalty: 1144.552002
	Iteration 38Q: 3 clusters Score -1.533722e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 201794 members 
Entering Unmasked Estep 
Score: -15337777.000000 Penalty: 1144.552002
	Iteration 39Q: 3 clusters Score -1.533778e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 204085 members 
Entering Unmasked Estep 
Score: -15338418.000000 Penalty: 1144.552002
	Iteration 40F: 3 clusters Score -1.533842e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 206495 members 
Entering Unmasked Estep 
Score: -15339062.000000 Penalty: 1144.552002
	Iteration 41Q: 3 clusters Score -1.533906e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80975 members 
Mstep: Class 2 contains 208984 members 
Entering Unmasked Estep 
Score: -15339847.000000 Penalty: 1144.552002
	Iteration 42Q: 3 clusters Score -1.533985e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78388 members 
Mstep: Class 2 contains 211571 members 
Entering Unmasked Estep 
Score: -15340572.000000 Penalty: 1144.552002
	Iteration 43Q: 3 clusters Score -1.534057e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 214262 members 
Entering Unmasked Estep 
Score: -15341353.000000 Penalty: 1144.552002
	Iteration 44Q: 3 clusters Score -1.534135e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72919 members 
Mstep: Class 2 contains 217040 members 
Entering Unmasked Estep 
Score: -15342204.000000 Penalty: 1144.552002
	Iteration 45Q: 3 clusters Score -1.53422e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70133 members 
Mstep: Class 2 contains 219826 members 
Entering Unmasked Estep 
Score: -15343045.000000 Penalty: 1144.552002
	Iteration 46Q: 3 clusters Score -1.534304e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 222667 members 
Entering Unmasked Estep 
Score: -15343876.000000 Penalty: 1144.552002
	Iteration 47Q: 3 clusters Score -1.534388e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64342 members 
Mstep: Class 2 contains 225617 members 
Entering Unmasked Estep 
Score: -15344857.000000 Penalty: 1144.552002
	Iteration 48Q: 3 clusters Score -1.534486e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 228606 members 
Entering Unmasked Estep 
Score: -15345806.000000 Penalty: 1144.552002
	Iteration 49Q: 3 clusters Score -1.534581e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 231715 members 
Entering Unmasked Estep 
Score: -15346920.000000 Penalty: 1144.552002
	Iteration 50Q: 3 clusters Score -1.534692e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 234934 members 
Entering Unmasked Estep 
Score: -15348049.000000 Penalty: 1144.552002
	Iteration 51Q: 3 clusters Score -1.534805e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 238123 members 
Entering Unmasked Estep 
Score: -15349334.000000 Penalty: 1144.552002
	Iteration 52Q: 3 clusters Score -1.534933e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 241433 members 
Entering Unmasked Estep 
Score: -15350544.000000 Penalty: 1144.552002
	Iteration 53Q: 3 clusters Score -1.535054e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 244837 members 
Entering Unmasked Estep 
Score: -15351766.000000 Penalty: 1144.552002
	Iteration 54Q: 3 clusters Score -1.535177e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 248219 members 
Entering Unmasked Estep 
Score: -15353356.000000 Penalty: 1144.552002
	Iteration 55Q: 3 clusters Score -1.535336e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 251720 members 
Entering Unmasked Estep 
Score: -15354788.000000 Penalty: 1144.552002
	Iteration 56Q: 3 clusters Score -1.535479e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 255187 members 
Entering Unmasked Estep 
Score: -15356116.000000 Penalty: 1144.552002
	Iteration 57Q: 3 clusters Score -1.535612e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 258534 members 
Entering Unmasked Estep 
Score: -15357691.000000 Penalty: 1144.552002
	Iteration 58Q: 3 clusters Score -1.535769e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 261832 members 
Entering Unmasked Estep 
Score: -15359207.000000 Penalty: 1144.552002
	Iteration 59Q: 3 clusters Score -1.535921e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 265109 members 
Entering Unmasked Estep 
Score: -15361131.000000 Penalty: 1144.552002
	Iteration 60F: 3 clusters Score -1.536113e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 268391 members 
Entering Unmasked Estep 
Score: -15364171.000000 Penalty: 1144.552002
	Iteration 61Q: 3 clusters Score -1.536417e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 271862 members 
Entering Unmasked Estep 
Score: -15366917.000000 Penalty: 1144.552002
	Iteration 62Q: 3 clusters Score -1.536692e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 275279 members 
Entering Unmasked Estep 
Score: -15369482.000000 Penalty: 1144.552002
	Iteration 63Q: 3 clusters Score -1.536948e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 278611 members 
Entering Unmasked Estep 
Score: -15371655.000000 Penalty: 1144.552002
	Iteration 64Q: 3 clusters Score -1.537166e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 281514 members 
Entering Unmasked Estep 
Score: -15373112.000000 Penalty: 1144.552002
	Iteration 65Q: 3 clusters Score -1.537311e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 283898 members 
Entering Unmasked Estep 
Score: -15373982.000000 Penalty: 1144.552002
	Iteration 66Q: 3 clusters Score -1.537398e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 285769 members 
Entering Unmasked Estep 
Score: -15374436.000000 Penalty: 1144.552002
	Iteration 67Q: 3 clusters Score -1.537444e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 287152 members 
Entering Unmasked Estep 
Score: -15374867.000000 Penalty: 1144.552002
	Iteration 68Q: 3 clusters Score -1.537487e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 288129 members 
Entering Unmasked Estep 
Score: -15374992.000000 Penalty: 1144.552002
	Iteration 69Q: 3 clusters Score -1.537499e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 288734 members 
Entering Unmasked Estep 
Score: -15375098.000000 Penalty: 1144.552002
	Iteration 70Q: 3 clusters Score -1.53751e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 289146 members 
Entering Unmasked Estep 
Score: -15375204.000000 Penalty: 1144.552002
	Iteration 71Q: 3 clusters Score -1.53752e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 289410 members 
Entering Unmasked Estep 
Score: -15375227.000000 Penalty: 1144.552002
	Iteration 72Q: 3 clusters Score -1.537523e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 289546 members 
Entering Unmasked Estep 
Score: -15375241.000000 Penalty: 1144.552002
	Iteration 73Q: 3 clusters Score -1.537524e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 289624 members 
Entering Unmasked Estep 
Score: -15375224.000000 Penalty: 1144.552002
	Iteration 74Q: 3 clusters Score -1.537522e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 289688 members 
Entering Unmasked Estep 
Score: -15375246.000000 Penalty: 1144.552002
	Iteration 75Q: 3 clusters Score -1.537525e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 289731 members 
Entering Unmasked Estep 
Score: -15375245.000000 Penalty: 1144.552002
	Iteration 76Q: 3 clusters Score -1.537524e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 289750 members 
Entering Unmasked Estep 
Score: -15375248.000000 Penalty: 1144.552002
	Iteration 77Q: 3 clusters Score -1.537525e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 289766 members 
Entering Unmasked Estep 
Score: -15375254.000000 Penalty: 1144.552002
	Iteration 78Q: 3 clusters Score -1.537525e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 289782 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.537526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 289792 members 
Entering Unmasked Estep 
Score: -15375282.000000 Penalty: 1144.552002
	Iteration 80F: 3 clusters Score -1.537528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 289799 members 
Entering Unmasked Estep 
Score: -15375294.000000 Penalty: 1144.552002
	Iteration 81Q: 3 clusters Score -1.537529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 289803 members 
Entering Unmasked Estep 
Score: -15375295.000000 Penalty: 1144.552002
	Iteration 82Q: 3 clusters Score -1.53753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 289805 members 
Entering Unmasked Estep 
Score: -15375294.000000 Penalty: 1144.552002
	Iteration 83Q: 3 clusters Score -1.537529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 289807 members 
Entering Unmasked Estep 
Score: -15375290.000000 Penalty: 1144.552002
	Iteration 84Q: 3 clusters Score -1.537529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 289810 members 
Entering Unmasked Estep 
Score: -15375292.000000 Penalty: 1144.552002
	Iteration 85Q: 3 clusters Score -1.537529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 289810 members 
Entering Unmasked Estep 
Score: -15375294.000000 Penalty: 1144.552002
	Iteration 86Q: 3 clusters Score -1.537529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 289810 members 
Entering Unmasked Estep 
Score: -15375294.000000 Penalty: 1144.552002
	Iteration 87F: 3 clusters Score -1.537529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7642 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48067 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 101840 members 
Mstep: Class 7 contains 594 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 7842 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49676 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5218 members 
Mstep: Class 36 contains 289959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473454.000000 Penalty: 21605.181641
Iteration 319Q: 37 clusters Score -2.747345e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7641 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48074 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 101658 members 
Mstep: Class 7 contains 594 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 7940 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49674 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2453 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5233 members 
Mstep: Class 36 contains 290011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473400.000000 Penalty: 21605.181641
Iteration 320F: 37 clusters Score -2.74734e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7641 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48090 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 101488 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 8034 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3008 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49678 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 2448 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5250 members 
Mstep: Class 36 contains 290044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473410.000000 Penalty: 21605.181641
Iteration 321Q: 37 clusters Score -2.747341e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7640 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48114 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 101302 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 8145 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49678 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2447 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5261 members 
Mstep: Class 36 contains 290080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473410.000000 Penalty: 21605.181641
Iteration 322Q: 37 clusters Score -2.747341e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7640 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48143 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 101111 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 8281 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49674 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2442 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 36 contains 290099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473474.000000 Penalty: 21605.181641
Iteration 323Q: 37 clusters Score -2.747347e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7640 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48171 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 100912 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 8417 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49667 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2444 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5292 members 
Mstep: Class 36 contains 290120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473476.000000 Penalty: 21605.181641
Iteration 324Q: 37 clusters Score -2.747348e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7640 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48186 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 100712 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 8546 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49665 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2441 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5319 members 
Mstep: Class 36 contains 290149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473432.000000 Penalty: 21605.181641
Iteration 325Q: 37 clusters Score -2.747343e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7640 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48210 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 100509 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 8674 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49662 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2438 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5347 members 
Mstep: Class 36 contains 290177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473420.000000 Penalty: 21605.181641
Iteration 326Q: 37 clusters Score -2.747342e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7639 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48234 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 100311 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 8796 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49657 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2434 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5380 members 
Mstep: Class 36 contains 290205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473422.000000 Penalty: 21605.181641
Iteration 327Q: 37 clusters Score -2.747342e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7639 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48265 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 100094 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 8930 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2436 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5401 members 
Mstep: Class 36 contains 290238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473360.000000 Penalty: 21605.181641
Iteration 328Q: 37 clusters Score -2.747336e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7639 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48299 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 99856 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 9083 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49640 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2439 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5428 members 
Mstep: Class 36 contains 290262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473388.000000 Penalty: 21605.181641
Iteration 329Q: 37 clusters Score -2.747339e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7639 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48332 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 99617 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 9225 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49623 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2439 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5458 members 
Mstep: Class 36 contains 290310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473414.000000 Penalty: 21605.181641
Iteration 330Q: 37 clusters Score -2.747341e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7639 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48367 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 99362 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 9362 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49605 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 2438 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5490 members 
Mstep: Class 36 contains 290363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473418.000000 Penalty: 21605.181641
Iteration 331Q: 37 clusters Score -2.747342e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7637 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48414 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 99101 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 9493 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49593 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 2441 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5525 members 
Mstep: Class 36 contains 290399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473400.000000 Penalty: 21605.181641
Iteration 332Q: 37 clusters Score -2.74734e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7637 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48466 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 98831 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 9634 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49579 members 
Mstep: Class 19 contains 989 members 
Mstep: Class 20 contains 2439 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5567 members 
Mstep: Class 36 contains 290431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473394.000000 Penalty: 21605.181641
Iteration 333Q: 37 clusters Score -2.747339e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7636 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48496 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 98616 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 9758 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 1457 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49561 members 
Mstep: Class 19 contains 989 members 
Mstep: Class 20 contains 2441 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5590 members 
Mstep: Class 36 contains 290464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473380.000000 Penalty: 21605.181641
Iteration 334Q: 37 clusters Score -2.747338e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7636 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48528 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 98392 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 9883 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49546 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2441 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5617 members 
Mstep: Class 36 contains 290507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473450.000000 Penalty: 21605.181641
Iteration 335Q: 37 clusters Score -2.747345e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7636 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48554 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 98180 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 10006 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49531 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2441 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5635 members 
Mstep: Class 36 contains 290563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473400.000000 Penalty: 21605.181641
Iteration 336Q: 37 clusters Score -2.74734e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7636 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48582 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 97954 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 10124 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49527 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2442 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5665 members 
Mstep: Class 36 contains 290608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473386.000000 Penalty: 21605.181641
Iteration 337Q: 37 clusters Score -2.747339e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7636 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48596 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 97709 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 10238 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 1463 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49522 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2444 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5702 members 
Mstep: Class 36 contains 290678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473344.000000 Penalty: 21605.181641
Iteration 338Q: 37 clusters Score -2.747334e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7634 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48608 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 97443 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 10356 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 1465 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49518 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 2445 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5757 members 
Mstep: Class 36 contains 290743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473370.000000 Penalty: 21605.181641
Iteration 339Q: 37 clusters Score -2.747337e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7631 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48633 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 97211 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 10461 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 1466 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49516 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 2446 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5803 members 
Mstep: Class 36 contains 290789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473322.000000 Penalty: 21605.181641
Iteration 340F: 37 clusters Score -2.747332e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7631 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48651 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 96979 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 10566 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 1466 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49509 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 2446 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5857 members 
Mstep: Class 36 contains 290842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473294.000000 Penalty: 21605.181641
Iteration 341Q: 37 clusters Score -2.747329e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7631 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48671 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 96752 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 10643 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49507 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 2446 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5910 members 
Mstep: Class 36 contains 290911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473288.000000 Penalty: 21605.181641
Iteration 342Q: 37 clusters Score -2.747329e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7631 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48695 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 96532 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 10723 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49505 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2445 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 5953 members 
Mstep: Class 36 contains 290982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473388.000000 Penalty: 21605.181641
Iteration 343Q: 37 clusters Score -2.747339e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7632 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48714 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 96303 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 10797 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49504 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2445 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 6001 members 
Mstep: Class 36 contains 291065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473344.000000 Penalty: 21605.181641
Iteration 344Q: 37 clusters Score -2.747334e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7631 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48744 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 96062 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 10863 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49505 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2445 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 6045 members 
Mstep: Class 36 contains 291161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473364.000000 Penalty: 21605.181641
Iteration 345Q: 37 clusters Score -2.747336e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7629 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48764 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 95816 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49507 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2443 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 6095 members 
Mstep: Class 36 contains 291276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473378.000000 Penalty: 21605.181641
Iteration 346Q: 37 clusters Score -2.747338e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7629 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48795 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 95579 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 10991 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49508 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2440 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 6147 members 
Mstep: Class 36 contains 291362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473366.000000 Penalty: 21605.181641
Iteration 347Q: 37 clusters Score -2.747337e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7629 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48830 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 95359 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 11047 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49513 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2440 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 6187 members 
Mstep: Class 36 contains 291442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473280.000000 Penalty: 21605.181641
Iteration 348Q: 37 clusters Score -2.747328e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7629 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48859 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 95125 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 11096 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49510 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2436 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 6227 members 
Mstep: Class 36 contains 291561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473226.000000 Penalty: 21605.181641
Iteration 349Q: 37 clusters Score -2.747323e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7629 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48890 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 94871 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 11150 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49516 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2430 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 291672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473176.000000 Penalty: 21605.181641
Iteration 350Q: 37 clusters Score -2.747318e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7628 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48921 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 94605 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 11214 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49523 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2427 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 6334 members 
Mstep: Class 36 contains 291773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473126.000000 Penalty: 21605.181641
Iteration 351Q: 37 clusters Score -2.747313e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7626 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48946 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 94327 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 11282 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2975 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49527 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 6385 members 
Mstep: Class 36 contains 291901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473060.000000 Penalty: 21605.181641
Iteration 352Q: 37 clusters Score -2.747306e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7626 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 48975 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 94050 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 11351 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 16 contains 1471 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49528 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2412 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 6437 members 
Mstep: Class 36 contains 292025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473016.000000 Penalty: 21605.181641
Iteration 353Q: 37 clusters Score -2.747302e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7626 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49003 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 93765 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 11420 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 1475 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49529 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 6490 members 
Mstep: Class 36 contains 292152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27473012.000000 Penalty: 21605.181641
Iteration 354Q: 37 clusters Score -2.747301e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7626 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49027 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 93473 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 11499 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 16 contains 1476 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49530 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 6550 members 
Mstep: Class 36 contains 292274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472976.000000 Penalty: 21605.181641
Iteration 355Q: 37 clusters Score -2.747298e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7625 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49045 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 93173 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 11579 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 16 contains 1477 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49534 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 6630 members 
Mstep: Class 36 contains 292384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472888.000000 Penalty: 21605.181641
Iteration 356Q: 37 clusters Score -2.747289e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7625 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49064 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 92880 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 11637 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 1476 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49535 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 2407 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 6718 members 
Mstep: Class 36 contains 292507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472858.000000 Penalty: 21605.181641
Iteration 357Q: 37 clusters Score -2.747286e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7624 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49091 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 92539 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 11711 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2965 members 
Mstep: Class 16 contains 1477 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49538 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 2403 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 6831 members 
Mstep: Class 36 contains 292631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472770.000000 Penalty: 21605.181641
Iteration 358Q: 37 clusters Score -2.747277e+07 nChanged 603
Entering ConstructFrom: 
Score: -27472770.000000 Penalty: 21605.181641
Entering ConstructFrom: 
Trying to split cluster 1 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -141052.203125 Penalty: 357.356689
	Iteration 0F: 2 clusters Score -141052.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -139292.875000 Penalty: 714.713379
	Iteration 0F: 3 clusters Score -139292.9 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -139966.312500 Penalty: 714.713379
	Iteration 1F: 3 clusters Score -139966.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -140158.921875 Penalty: 714.713379
	Iteration 2F: 3 clusters Score -140158.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -140298.390625 Penalty: 714.713379
	Iteration 3F: 3 clusters Score -140298.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -140412.625000 Penalty: 714.713379
	Iteration 4F: 3 clusters Score -140412.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -140499.000000 Penalty: 714.713379
	Iteration 5Q: 3 clusters Score -140499 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -140557.687500 Penalty: 714.713379
	Iteration 6Q: 3 clusters Score -140557.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -140607.234375 Penalty: 714.713379
	Iteration 7Q: 3 clusters Score -140607.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -140631.046875 Penalty: 714.713379
	Iteration 8Q: 3 clusters Score -140631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -140649.734375 Penalty: 714.713379
	Iteration 9Q: 3 clusters Score -140649.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -140663.906250 Penalty: 714.713379
	Iteration 10Q: 3 clusters Score -140663.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -140674.562500 Penalty: 714.713379
	Iteration 11Q: 3 clusters Score -140674.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -140687.812500 Penalty: 714.713379
	Iteration 12Q: 3 clusters Score -140687.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -140700.718750 Penalty: 714.713379
	Iteration 13Q: 3 clusters Score -140700.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -140715.468750 Penalty: 714.713379
	Iteration 14Q: 3 clusters Score -140715.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -140731.015625 Penalty: 714.713379
	Iteration 15Q: 3 clusters Score -140731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -140739.593750 Penalty: 714.713379
	Iteration 16Q: 3 clusters Score -140739.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -140748.218750 Penalty: 714.713379
	Iteration 17Q: 3 clusters Score -140748.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -140751.125000 Penalty: 714.713379
	Iteration 18Q: 3 clusters Score -140751.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -140754.093750 Penalty: 714.713379
	Iteration 19Q: 3 clusters Score -140754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -140755.625000 Penalty: 714.713379
	Iteration 20F: 3 clusters Score -140755.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -140757.750000 Penalty: 714.713379
	Iteration 21Q: 3 clusters Score -140757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -140759.765625 Penalty: 714.713379
	Iteration 22Q: 3 clusters Score -140759.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -140761.781250 Penalty: 714.713379
	Iteration 23Q: 3 clusters Score -140761.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -140761.781250 Penalty: 714.713379
	Iteration 24F: 3 clusters Score -140761.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Entering Unmasked Estep 
Score: -376371.156250 Penalty: 406.727051
	Iteration 0F: 2 clusters Score -376371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -371252.937500 Penalty: 813.454102
	Iteration 0F: 3 clusters Score -371252.9 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -373585.875000 Penalty: 813.454102
	Iteration 1F: 3 clusters Score -373585.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -373964.031250 Penalty: 813.454102
	Iteration 2F: 3 clusters Score -373964 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -374355.437500 Penalty: 813.454102
	Iteration 3F: 3 clusters Score -374355.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -374776.000000 Penalty: 813.454102
	Iteration 4F: 3 clusters Score -374776 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -375126.656250 Penalty: 813.454102
	Iteration 5F: 3 clusters Score -375126.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -375383.250000 Penalty: 813.454102
	Iteration 6Q: 3 clusters Score -375383.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -375651.750000 Penalty: 813.454102
	Iteration 7Q: 3 clusters Score -375651.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -375940.625000 Penalty: 813.454102
	Iteration 8Q: 3 clusters Score -375940.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -376044.843750 Penalty: 813.454102
	Iteration 9Q: 3 clusters Score -376044.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -376094.687500 Penalty: 813.454102
	Iteration 10Q: 3 clusters Score -376094.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -376133.562500 Penalty: 813.454102
	Iteration 11Q: 3 clusters Score -376133.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -376167.250000 Penalty: 813.454102
	Iteration 12Q: 3 clusters Score -376167.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -376184.718750 Penalty: 813.454102
	Iteration 13Q: 3 clusters Score -376184.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -376195.062500 Penalty: 813.454102
	Iteration 14Q: 3 clusters Score -376195.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -376198.125000 Penalty: 813.454102
	Iteration 15Q: 3 clusters Score -376198.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -376199.875000 Penalty: 813.454102
	Iteration 16Q: 3 clusters Score -376199.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -376199.500000 Penalty: 813.454102
	Iteration 17Q: 3 clusters Score -376199.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -376200.562500 Penalty: 813.454102
	Iteration 18Q: 3 clusters Score -376200.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -376201.125000 Penalty: 813.454102
	Iteration 19Q: 3 clusters Score -376201.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -376203.406250 Penalty: 813.454102
	Iteration 20F: 3 clusters Score -376203.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -376204.656250 Penalty: 813.454102
	Iteration 21Q: 3 clusters Score -376204.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -376206.187500 Penalty: 813.454102
	Iteration 22Q: 3 clusters Score -376206.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -376208.375000 Penalty: 813.454102
	Iteration 23Q: 3 clusters Score -376208.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -376209.812500 Penalty: 813.454102
	Iteration 24Q: 3 clusters Score -376209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -376210.281250 Penalty: 813.454102
	Iteration 25Q: 3 clusters Score -376210.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -376210.593750 Penalty: 813.454102
	Iteration 26Q: 3 clusters Score -376210.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -376211.593750 Penalty: 813.454102
	Iteration 27Q: 3 clusters Score -376211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -376211.562500 Penalty: 813.454102
	Iteration 28Q: 3 clusters Score -376211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -376211.843750 Penalty: 813.454102
	Iteration 29Q: 3 clusters Score -376211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -376211.843750 Penalty: 813.454102
	Iteration 30F: 3 clusters Score -376211.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -14627.034180 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -14627.03 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 157 members 
Entering Unmasked Estep 
Score: -14253.537109 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -14253.54 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14351.279297 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -14351.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14379.363281 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -14379.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14393.978516 Penalty: 525.201111
	Iteration 3F: 3 clusters Score -14393.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14401.856445 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -14401.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14409.258789 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -14409.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14415.103516 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -14415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14417.084961 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -14417.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14418.360352 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -14418.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14420.023438 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -14420.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14421.567383 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -14421.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14425.262695 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -14425.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14427.585938 Penalty: 525.201111
	Iteration 12Q: 3 clusters Score -14427.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14428.337891 Penalty: 525.201111
	Iteration 13Q: 3 clusters Score -14428.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14430.045898 Penalty: 525.201111
	Iteration 14Q: 3 clusters Score -14430.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14430.045898 Penalty: 525.201111
	Iteration 15F: 3 clusters Score -14430.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Entering Unmasked Estep 
Score: -2708546.750000 Penalty: 491.516052
	Iteration 0F: 2 clusters Score -2708547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -2675629.250000 Penalty: 983.032104
	Iteration 0F: 3 clusters Score -2675629 nChanged 23776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -2691430.000000 Penalty: 983.032104
	Iteration 1F: 3 clusters Score -2691430 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -2692993.750000 Penalty: 983.032104
	Iteration 2F: 3 clusters Score -2692994 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -2694885.500000 Penalty: 983.032104
	Iteration 3F: 3 clusters Score -2694886 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -2697139.250000 Penalty: 983.032104
	Iteration 4F: 3 clusters Score -2697139 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -2699547.750000 Penalty: 983.032104
	Iteration 5F: 3 clusters Score -2699548 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -2701468.000000 Penalty: 983.032104
	Iteration 6F: 3 clusters Score -2701468 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -2702600.250000 Penalty: 983.032104
	Iteration 7Q: 3 clusters Score -2702600 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -2703289.750000 Penalty: 983.032104
	Iteration 8Q: 3 clusters Score -2703290 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -2703812.250000 Penalty: 983.032104
	Iteration 9Q: 3 clusters Score -2703812 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -2704247.250000 Penalty: 983.032104
	Iteration 10Q: 3 clusters Score -2704247 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -2704708.000000 Penalty: 983.032104
	Iteration 11Q: 3 clusters Score -2704708 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -2705136.250000 Penalty: 983.032104
	Iteration 12Q: 3 clusters Score -2705136 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -2705551.500000 Penalty: 983.032104
	Iteration 13Q: 3 clusters Score -2705552 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -2705905.500000 Penalty: 983.032104
	Iteration 14Q: 3 clusters Score -2705906 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -2706254.000000 Penalty: 983.032104
	Iteration 15Q: 3 clusters Score -2706254 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -2706569.000000 Penalty: 983.032104
	Iteration 16Q: 3 clusters Score -2706569 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -2706825.750000 Penalty: 983.032104
	Iteration 17Q: 3 clusters Score -2706826 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -2707036.750000 Penalty: 983.032104
	Iteration 18Q: 3 clusters Score -2707037 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -2707240.000000 Penalty: 983.032104
	Iteration 19Q: 3 clusters Score -2707240 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -2707395.250000 Penalty: 983.032104
	Iteration 20F: 3 clusters Score -2707395 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -2707505.000000 Penalty: 983.032104
	Iteration 21Q: 3 clusters Score -2707505 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -2707608.500000 Penalty: 983.032104
	Iteration 22Q: 3 clusters Score -2707608 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -2707697.000000 Penalty: 983.032104
	Iteration 23Q: 3 clusters Score -2707697 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -2707778.750000 Penalty: 983.032104
	Iteration 24Q: 3 clusters Score -2707779 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -2707842.250000 Penalty: 983.032104
	Iteration 25Q: 3 clusters Score -2707842 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -2707908.000000 Penalty: 983.032104
	Iteration 26Q: 3 clusters Score -2707908 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -2707962.500000 Penalty: 983.032104
	Iteration 27Q: 3 clusters Score -2707962 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -2708036.500000 Penalty: 983.032104
	Iteration 28Q: 3 clusters Score -2708036 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -2708074.250000 Penalty: 983.032104
	Iteration 29Q: 3 clusters Score -2708074 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -2708117.750000 Penalty: 983.032104
	Iteration 30Q: 3 clusters Score -2708118 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -2708168.000000 Penalty: 983.032104
	Iteration 31Q: 3 clusters Score -2708168 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -2708195.750000 Penalty: 983.032104
	Iteration 32Q: 3 clusters Score -2708196 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -2708230.000000 Penalty: 983.032104
	Iteration 33Q: 3 clusters Score -2708230 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -2708260.500000 Penalty: 983.032104
	Iteration 34Q: 3 clusters Score -2708260 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -2708279.500000 Penalty: 983.032104
	Iteration 35Q: 3 clusters Score -2708280 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -2708299.500000 Penalty: 983.032104
	Iteration 36Q: 3 clusters Score -2708300 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -2708333.250000 Penalty: 983.032104
	Iteration 37Q: 3 clusters Score -2708333 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -2708348.500000 Penalty: 983.032104
	Iteration 38Q: 3 clusters Score -2708348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -2708354.250000 Penalty: 983.032104
	Iteration 39Q: 3 clusters Score -2708354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -2708354.000000 Penalty: 983.032104
	Iteration 40F: 3 clusters Score -2708354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -2708357.250000 Penalty: 983.032104
	Iteration 41Q: 3 clusters Score -2708357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -2708364.500000 Penalty: 983.032104
	Iteration 42Q: 3 clusters Score -2708364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -2708378.500000 Penalty: 983.032104
	Iteration 43Q: 3 clusters Score -2708378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -2708380.250000 Penalty: 983.032104
	Iteration 44Q: 3 clusters Score -2708380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -2708385.500000 Penalty: 983.032104
	Iteration 45Q: 3 clusters Score -2708386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -2708385.250000 Penalty: 983.032104
	Iteration 46Q: 3 clusters Score -2708385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -2708384.250000 Penalty: 983.032104
	Iteration 47Q: 3 clusters Score -2708384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -2708389.000000 Penalty: 983.032104
	Iteration 48Q: 3 clusters Score -2708389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -2708387.000000 Penalty: 983.032104
	Iteration 49Q: 3 clusters Score -2708387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -2708387.750000 Penalty: 983.032104
	Iteration 50Q: 3 clusters Score -2708388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -2708381.000000 Penalty: 983.032104
	Iteration 51Q: 3 clusters Score -2708381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -2708383.500000 Penalty: 983.032104
	Iteration 52Q: 3 clusters Score -2708384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -2708390.000000 Penalty: 983.032104
	Iteration 53Q: 3 clusters Score -2708390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -2708398.750000 Penalty: 983.032104
	Iteration 54Q: 3 clusters Score -2708399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -2708401.000000 Penalty: 983.032104
	Iteration 55Q: 3 clusters Score -2708401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -2708407.250000 Penalty: 983.032104
	Iteration 56Q: 3 clusters Score -2708407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -2708407.750000 Penalty: 983.032104
	Iteration 57Q: 3 clusters Score -2708408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -2708411.750000 Penalty: 983.032104
	Iteration 58Q: 3 clusters Score -2708412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -2708408.250000 Penalty: 983.032104
	Iteration 59Q: 3 clusters Score -2708408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -2708414.000000 Penalty: 983.032104
	Iteration 60F: 3 clusters Score -2708414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -2708414.500000 Penalty: 983.032104
	Iteration 61Q: 3 clusters Score -2708414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -2708417.000000 Penalty: 983.032104
	Iteration 62Q: 3 clusters Score -2708417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -2708414.000000 Penalty: 983.032104
	Iteration 63Q: 3 clusters Score -2708414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -2708415.500000 Penalty: 983.032104
	Iteration 64Q: 3 clusters Score -2708416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -2708414.000000 Penalty: 983.032104
	Iteration 65Q: 3 clusters Score -2708414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -2708414.000000 Penalty: 983.032104
	Iteration 66F: 3 clusters Score -2708414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -26865.234375 Penalty: 283.665680
	Iteration 0F: 2 clusters Score -26865.23 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 259 members 
Entering Unmasked Estep 
Score: -26347.369141 Penalty: 567.331360
	Iteration 0F: 3 clusters Score -26347.37 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26471.664062 Penalty: 567.331360
	Iteration 1F: 3 clusters Score -26471.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26502.910156 Penalty: 567.331360
	Iteration 2F: 3 clusters Score -26502.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26519.923828 Penalty: 567.331360
	Iteration 3Q: 3 clusters Score -26519.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26531.277344 Penalty: 567.331360
	Iteration 4Q: 3 clusters Score -26531.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26539.820312 Penalty: 567.331360
	Iteration 5Q: 3 clusters Score -26539.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26543.337891 Penalty: 567.331360
	Iteration 6Q: 3 clusters Score -26543.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26547.781250 Penalty: 567.331360
	Iteration 7Q: 3 clusters Score -26547.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26549.945312 Penalty: 567.331360
	Iteration 8Q: 3 clusters Score -26549.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26551.466797 Penalty: 567.331360
	Iteration 9Q: 3 clusters Score -26551.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26551.957031 Penalty: 567.331360
	Iteration 10Q: 3 clusters Score -26551.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26554.173828 Penalty: 567.331360
	Iteration 11Q: 3 clusters Score -26554.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26556.363281 Penalty: 567.331360
	Iteration 12Q: 3 clusters Score -26556.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26557.861328 Penalty: 567.331360
	Iteration 13Q: 3 clusters Score -26557.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26561.804688 Penalty: 567.331360
	Iteration 14Q: 3 clusters Score -26561.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26565.498047 Penalty: 567.331360
	Iteration 15Q: 3 clusters Score -26565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26566.710938 Penalty: 567.331360
	Iteration 16Q: 3 clusters Score -26566.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26567.205078 Penalty: 567.331360
	Iteration 17Q: 3 clusters Score -26567.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26567.205078 Penalty: 567.331360
	Iteration 18F: 3 clusters Score -26567.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (92169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92169 members 
Entering Unmasked Estep 
Score: -4982312.500000 Penalty: 520.127747
	Iteration 0F: 2 clusters Score -4982312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -4920334.500000 Penalty: 1040.255493
	Iteration 0F: 3 clusters Score -4920334 nChanged 44878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -4949969.500000 Penalty: 1040.255493
	Iteration 1F: 3 clusters Score -4949970 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -4953788.500000 Penalty: 1040.255493
	Iteration 2F: 3 clusters Score -4953788 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -4959345.500000 Penalty: 1040.255493
	Iteration 3F: 3 clusters Score -4959346 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -4965820.000000 Penalty: 1040.255493
	Iteration 4F: 3 clusters Score -4965820 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -4971102.000000 Penalty: 1040.255493
	Iteration 5F: 3 clusters Score -4971102 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -4973887.500000 Penalty: 1040.255493
	Iteration 6Q: 3 clusters Score -4973888 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4975143.500000 Penalty: 1040.255493
	Iteration 7Q: 3 clusters Score -4975144 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -4976003.000000 Penalty: 1040.255493
	Iteration 8Q: 3 clusters Score -4976003 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -4976888.000000 Penalty: 1040.255493
	Iteration 9Q: 3 clusters Score -4976888 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -4977664.000000 Penalty: 1040.255493
	Iteration 10Q: 3 clusters Score -4977664 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74530 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -4978282.500000 Penalty: 1040.255493
	Iteration 11Q: 3 clusters Score -4978282 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -4978825.500000 Penalty: 1040.255493
	Iteration 12Q: 3 clusters Score -4978826 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75696 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -4979258.000000 Penalty: 1040.255493
	Iteration 13Q: 3 clusters Score -4979258 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -4979592.500000 Penalty: 1040.255493
	Iteration 14Q: 3 clusters Score -4979592 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76660 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -4979857.000000 Penalty: 1040.255493
	Iteration 15Q: 3 clusters Score -4979857 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77112 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -4980082.000000 Penalty: 1040.255493
	Iteration 16Q: 3 clusters Score -4980082 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -4980250.000000 Penalty: 1040.255493
	Iteration 17Q: 3 clusters Score -4980250 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77951 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -4980365.000000 Penalty: 1040.255493
	Iteration 18Q: 3 clusters Score -4980365 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78352 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -4980456.000000 Penalty: 1040.255493
	Iteration 19Q: 3 clusters Score -4980456 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -4980550.500000 Penalty: 1040.255493
	Iteration 20F: 3 clusters Score -4980550 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -4980609.500000 Penalty: 1040.255493
	Iteration 21Q: 3 clusters Score -4980610 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -4980670.500000 Penalty: 1040.255493
	Iteration 22Q: 3 clusters Score -4980670 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4980719.000000 Penalty: 1040.255493
	Iteration 23Q: 3 clusters Score -4980719 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80048 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -4980765.000000 Penalty: 1040.255493
	Iteration 24Q: 3 clusters Score -4980765 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -4980800.000000 Penalty: 1040.255493
	Iteration 25Q: 3 clusters Score -4980800 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -4980839.500000 Penalty: 1040.255493
	Iteration 26Q: 3 clusters Score -4980840 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -4980874.500000 Penalty: 1040.255493
	Iteration 27Q: 3 clusters Score -4980874 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81131 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -4980899.500000 Penalty: 1040.255493
	Iteration 28Q: 3 clusters Score -4980900 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -4980932.000000 Penalty: 1040.255493
	Iteration 29Q: 3 clusters Score -4980932 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -4980955.500000 Penalty: 1040.255493
	Iteration 30Q: 3 clusters Score -4980956 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -4980970.500000 Penalty: 1040.255493
	Iteration 31Q: 3 clusters Score -4980970 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82046 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -4981012.000000 Penalty: 1040.255493
	Iteration 32Q: 3 clusters Score -4981012 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -4981010.500000 Penalty: 1040.255493
	Iteration 33Q: 3 clusters Score -4981010 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82467 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -4981047.000000 Penalty: 1040.255493
	Iteration 34Q: 3 clusters Score -4981047 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -4981091.000000 Penalty: 1040.255493
	Iteration 35Q: 3 clusters Score -4981091 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -4981118.000000 Penalty: 1040.255493
	Iteration 36Q: 3 clusters Score -4981118 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -4981142.000000 Penalty: 1040.255493
	Iteration 37Q: 3 clusters Score -4981142 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83223 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -4981162.500000 Penalty: 1040.255493
	Iteration 38Q: 3 clusters Score -4981162 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83406 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -4981184.500000 Penalty: 1040.255493
	Iteration 39Q: 3 clusters Score -4981184 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -4981179.000000 Penalty: 1040.255493
	Iteration 40F: 3 clusters Score -4981179 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83728 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -4981218.000000 Penalty: 1040.255493
	Iteration 41Q: 3 clusters Score -4981218 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83894 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -4981236.000000 Penalty: 1040.255493
	Iteration 42Q: 3 clusters Score -4981236 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84028 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -4981263.000000 Penalty: 1040.255493
	Iteration 43Q: 3 clusters Score -4981263 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84158 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -4981287.500000 Penalty: 1040.255493
	Iteration 44Q: 3 clusters Score -4981288 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84265 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -4981290.500000 Penalty: 1040.255493
	Iteration 45Q: 3 clusters Score -4981290 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84377 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -4981305.000000 Penalty: 1040.255493
	Iteration 46Q: 3 clusters Score -4981305 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -4981313.000000 Penalty: 1040.255493
	Iteration 47Q: 3 clusters Score -4981313 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -4981315.000000 Penalty: 1040.255493
	Iteration 48Q: 3 clusters Score -4981315 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -4981331.500000 Penalty: 1040.255493
	Iteration 49Q: 3 clusters Score -4981332 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84772 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -4981333.500000 Penalty: 1040.255493
	Iteration 50Q: 3 clusters Score -4981334 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84883 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -4981337.500000 Penalty: 1040.255493
	Iteration 51Q: 3 clusters Score -4981338 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -4981353.000000 Penalty: 1040.255493
	Iteration 52Q: 3 clusters Score -4981353 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -4981374.000000 Penalty: 1040.255493
	Iteration 53Q: 3 clusters Score -4981374 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85250 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -4981385.000000 Penalty: 1040.255493
	Iteration 54Q: 3 clusters Score -4981385 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85383 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -4981403.500000 Penalty: 1040.255493
	Iteration 55Q: 3 clusters Score -4981404 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85518 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -4981424.500000 Penalty: 1040.255493
	Iteration 56Q: 3 clusters Score -4981424 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85648 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -4981426.500000 Penalty: 1040.255493
	Iteration 57Q: 3 clusters Score -4981426 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85777 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -4981424.000000 Penalty: 1040.255493
	Iteration 58Q: 3 clusters Score -4981424 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85911 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -4981443.000000 Penalty: 1040.255493
	Iteration 59Q: 3 clusters Score -4981443 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86045 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -4981483.000000 Penalty: 1040.255493
	Iteration 60F: 3 clusters Score -4981483 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -4981491.000000 Penalty: 1040.255493
	Iteration 61Q: 3 clusters Score -4981491 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86277 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -4981492.500000 Penalty: 1040.255493
	Iteration 62Q: 3 clusters Score -4981492 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -4981493.500000 Penalty: 1040.255493
	Iteration 63Q: 3 clusters Score -4981494 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -4981506.500000 Penalty: 1040.255493
	Iteration 64Q: 3 clusters Score -4981506 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86608 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -4981526.000000 Penalty: 1040.255493
	Iteration 65Q: 3 clusters Score -4981526 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -4981537.500000 Penalty: 1040.255493
	Iteration 66Q: 3 clusters Score -4981538 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86782 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -4981546.000000 Penalty: 1040.255493
	Iteration 67Q: 3 clusters Score -4981546 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86853 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4981548.500000 Penalty: 1040.255493
	Iteration 68Q: 3 clusters Score -4981548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86916 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -4981543.000000 Penalty: 1040.255493
	Iteration 69Q: 3 clusters Score -4981543 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4981543.500000 Penalty: 1040.255493
	Iteration 70Q: 3 clusters Score -4981544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -4981541.500000 Penalty: 1040.255493
	Iteration 71Q: 3 clusters Score -4981542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87071 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4981554.000000 Penalty: 1040.255493
	Iteration 72Q: 3 clusters Score -4981554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4981565.000000 Penalty: 1040.255493
	Iteration 73Q: 3 clusters Score -4981565 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -4981562.000000 Penalty: 1040.255493
	Iteration 74Q: 3 clusters Score -4981562 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4981575.000000 Penalty: 1040.255493
	Iteration 75Q: 3 clusters Score -4981575 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87322 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -4981582.500000 Penalty: 1040.255493
	Iteration 76Q: 3 clusters Score -4981582 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87389 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -4981583.500000 Penalty: 1040.255493
	Iteration 77Q: 3 clusters Score -4981584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87448 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -4981589.500000 Penalty: 1040.255493
	Iteration 78Q: 3 clusters Score -4981590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -4981596.500000 Penalty: 1040.255493
	Iteration 79Q: 3 clusters Score -4981596 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87568 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -4981613.500000 Penalty: 1040.255493
	Iteration 80F: 3 clusters Score -4981614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87626 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -4981608.000000 Penalty: 1040.255493
	Iteration 81Q: 3 clusters Score -4981608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -4981617.000000 Penalty: 1040.255493
	Iteration 82Q: 3 clusters Score -4981617 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87719 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4981614.000000 Penalty: 1040.255493
	Iteration 83Q: 3 clusters Score -4981614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -4981627.500000 Penalty: 1040.255493
	Iteration 84Q: 3 clusters Score -4981628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -4981625.500000 Penalty: 1040.255493
	Iteration 85Q: 3 clusters Score -4981626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87843 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -4981625.500000 Penalty: 1040.255493
	Iteration 86Q: 3 clusters Score -4981626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87884 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4981630.500000 Penalty: 1040.255493
	Iteration 87Q: 3 clusters Score -4981630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87929 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -4981621.000000 Penalty: 1040.255493
	Iteration 88Q: 3 clusters Score -4981621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87979 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -4981622.500000 Penalty: 1040.255493
	Iteration 89Q: 3 clusters Score -4981622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -4981631.000000 Penalty: 1040.255493
	Iteration 90Q: 3 clusters Score -4981631 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88058 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -4981642.000000 Penalty: 1040.255493
	Iteration 91Q: 3 clusters Score -4981642 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88100 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4981645.500000 Penalty: 1040.255493
	Iteration 92Q: 3 clusters Score -4981646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88143 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -4981653.500000 Penalty: 1040.255493
	Iteration 93Q: 3 clusters Score -4981654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88189 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -4981658.000000 Penalty: 1040.255493
	Iteration 94Q: 3 clusters Score -4981658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88221 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -4981653.000000 Penalty: 1040.255493
	Iteration 95Q: 3 clusters Score -4981653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88240 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -4981651.500000 Penalty: 1040.255493
	Iteration 96Q: 3 clusters Score -4981652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88258 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4981652.500000 Penalty: 1040.255493
	Iteration 97Q: 3 clusters Score -4981652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -4981660.000000 Penalty: 1040.255493
	Iteration 98Q: 3 clusters Score -4981660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4981654.000000 Penalty: 1040.255493
	Iteration 99Q: 3 clusters Score -4981654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4981657.000000 Penalty: 1040.255493
	Iteration 100F: 3 clusters Score -4981657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -4981656.500000 Penalty: 1040.255493
	Iteration 101Q: 3 clusters Score -4981656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88333 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -4981661.500000 Penalty: 1040.255493
	Iteration 102Q: 3 clusters Score -4981662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88338 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -4981655.500000 Penalty: 1040.255493
	Iteration 103Q: 3 clusters Score -4981656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -4981650.000000 Penalty: 1040.255493
	Iteration 104Q: 3 clusters Score -4981650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88346 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -4981648.000000 Penalty: 1040.255493
	Iteration 105Q: 3 clusters Score -4981648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88352 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -4981647.500000 Penalty: 1040.255493
	Iteration 106Q: 3 clusters Score -4981648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88359 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4981649.000000 Penalty: 1040.255493
	Iteration 107Q: 3 clusters Score -4981649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -4981648.000000 Penalty: 1040.255493
	Iteration 108Q: 3 clusters Score -4981648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88381 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4981649.000000 Penalty: 1040.255493
	Iteration 109Q: 3 clusters Score -4981649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4981649.000000 Penalty: 1040.255493
	Iteration 110Q: 3 clusters Score -4981649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88401 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -4981646.000000 Penalty: 1040.255493
	Iteration 111Q: 3 clusters Score -4981646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4981647.000000 Penalty: 1040.255493
	Iteration 112Q: 3 clusters Score -4981647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4981647.500000 Penalty: 1040.255493
	Iteration 113Q: 3 clusters Score -4981648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88431 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -4981651.000000 Penalty: 1040.255493
	Iteration 114Q: 3 clusters Score -4981651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88442 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4981654.000000 Penalty: 1040.255493
	Iteration 115Q: 3 clusters Score -4981654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -4981666.000000 Penalty: 1040.255493
	Iteration 116Q: 3 clusters Score -4981666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -4981662.500000 Penalty: 1040.255493
	Iteration 117Q: 3 clusters Score -4981662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88467 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4981659.000000 Penalty: 1040.255493
	Iteration 118Q: 3 clusters Score -4981659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88474 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -4981656.000000 Penalty: 1040.255493
	Iteration 119Q: 3 clusters Score -4981656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88484 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -4981660.500000 Penalty: 1040.255493
	Iteration 120F: 3 clusters Score -4981660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88495 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -4981658.500000 Penalty: 1040.255493
	Iteration 121Q: 3 clusters Score -4981658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4981658.000000 Penalty: 1040.255493
	Iteration 122Q: 3 clusters Score -4981658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88509 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -4981659.000000 Penalty: 1040.255493
	Iteration 123Q: 3 clusters Score -4981659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4981658.500000 Penalty: 1040.255493
	Iteration 124Q: 3 clusters Score -4981658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -4981661.000000 Penalty: 1040.255493
	Iteration 125Q: 3 clusters Score -4981661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88516 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -4981662.000000 Penalty: 1040.255493
	Iteration 126Q: 3 clusters Score -4981662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -4981661.500000 Penalty: 1040.255493
	Iteration 127Q: 3 clusters Score -4981662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -4981660.500000 Penalty: 1040.255493
	Iteration 128Q: 3 clusters Score -4981660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88528 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -4981663.500000 Penalty: 1040.255493
	Iteration 129Q: 3 clusters Score -4981664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88533 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -4981663.000000 Penalty: 1040.255493
	Iteration 130Q: 3 clusters Score -4981663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88538 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -4981666.000000 Penalty: 1040.255493
	Iteration 131Q: 3 clusters Score -4981666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88541 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -4981664.500000 Penalty: 1040.255493
	Iteration 132Q: 3 clusters Score -4981664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88544 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -4981659.000000 Penalty: 1040.255493
	Iteration 133Q: 3 clusters Score -4981659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88547 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -4981661.000000 Penalty: 1040.255493
	Iteration 134Q: 3 clusters Score -4981661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88551 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -4981661.500000 Penalty: 1040.255493
	Iteration 135Q: 3 clusters Score -4981662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88556 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -4981663.500000 Penalty: 1040.255493
	Iteration 136Q: 3 clusters Score -4981664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88559 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -4981662.000000 Penalty: 1040.255493
	Iteration 137Q: 3 clusters Score -4981662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88562 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4981663.000000 Penalty: 1040.255493
	Iteration 138Q: 3 clusters Score -4981663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88565 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4981665.500000 Penalty: 1040.255493
	Iteration 139Q: 3 clusters Score -4981666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88568 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -4981663.000000 Penalty: 1040.255493
	Iteration 140F: 3 clusters Score -4981663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88573 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4981662.500000 Penalty: 1040.255493
	Iteration 141Q: 3 clusters Score -4981662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88576 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -4981663.500000 Penalty: 1040.255493
	Iteration 142Q: 3 clusters Score -4981664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88577 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4981663.000000 Penalty: 1040.255493
	Iteration 143Q: 3 clusters Score -4981663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88577 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4981663.000000 Penalty: 1040.255493
	Iteration 144F: 3 clusters Score -4981663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -29728.162109 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -29728.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29190.933594 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -29190.93 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29416.406250 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -29416.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -29491.402344 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -29491.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -29528.316406 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -29528.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -29554.564453 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -29554.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -29579.324219 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -29579.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -29594.226562 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -29594.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -29599.638672 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -29599.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -29607.021484 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -29607.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -29613.378906 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -29613.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -29620.781250 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -29620.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -29621.314453 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -29621.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -29621.314453 Penalty: 581.816772
	Iteration 12F: 3 clusters Score -29621.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -40209.554688 Penalty: 308.331055
	Iteration 0F: 2 clusters Score -40209.55 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 422 members 
Entering Unmasked Estep 
Score: -39471.332031 Penalty: 616.662109
	Iteration 0F: 3 clusters Score -39471.33 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39709.148438 Penalty: 616.662109
	Iteration 1F: 3 clusters Score -39709.15 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -39793.359375 Penalty: 616.662109
	Iteration 2F: 3 clusters Score -39793.36 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -39861.406250 Penalty: 616.662109
	Iteration 3F: 3 clusters Score -39861.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -39927.847656 Penalty: 616.662109
	Iteration 4F: 3 clusters Score -39927.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39966.113281 Penalty: 616.662109
	Iteration 5Q: 3 clusters Score -39966.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39985.335938 Penalty: 616.662109
	Iteration 6Q: 3 clusters Score -39985.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39997.152344 Penalty: 616.662109
	Iteration 7Q: 3 clusters Score -39997.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40008.441406 Penalty: 616.662109
	Iteration 8Q: 3 clusters Score -40008.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40016.753906 Penalty: 616.662109
	Iteration 9Q: 3 clusters Score -40016.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40021.078125 Penalty: 616.662109
	Iteration 10Q: 3 clusters Score -40021.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40023.140625 Penalty: 616.662109
	Iteration 11Q: 3 clusters Score -40023.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40023.734375 Penalty: 616.662109
	Iteration 12Q: 3 clusters Score -40023.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40024.031250 Penalty: 616.662109
	Iteration 13Q: 3 clusters Score -40024.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40024.031250 Penalty: 616.662109
	Iteration 14F: 3 clusters Score -40024.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -21127.494141 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -21127.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20706.773438 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -20706.77 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20801.726562 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -20801.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20822.578125 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -20822.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20830.949219 Penalty: 552.856506
	Iteration 3Q: 3 clusters Score -20830.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20836.439453 Penalty: 552.856506
	Iteration 4Q: 3 clusters Score -20836.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20841.285156 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -20841.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20844.642578 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -20844.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20850.818359 Penalty: 552.856506
	Iteration 7Q: 3 clusters Score -20850.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20856.199219 Penalty: 552.856506
	Iteration 8Q: 3 clusters Score -20856.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20857.216797 Penalty: 552.856506
	Iteration 9Q: 3 clusters Score -20857.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20857.216797 Penalty: 552.856506
	Iteration 10F: 3 clusters Score -20857.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -7545.763184 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -7545.763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7284.986816 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -7284.987 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7334.719727 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -7334.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7360.330078 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -7360.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7388.315918 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -7388.316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7399.481934 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -7399.482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7403.992188 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -7403.992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7406.429199 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -7406.429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7406.429199 Penalty: 471.029633
	Iteration 7F: 3 clusters Score -7406.429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -43222.875000 Penalty: 310.261047
	Iteration 0F: 2 clusters Score -43222.88 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 455 members 
Entering Unmasked Estep 
Score: -42481.136719 Penalty: 620.522095
	Iteration 0F: 3 clusters Score -42481.14 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -42680.761719 Penalty: 620.522095
	Iteration 1F: 3 clusters Score -42680.76 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -42731.628906 Penalty: 620.522095
	Iteration 2F: 3 clusters Score -42731.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -42777.910156 Penalty: 620.522095
	Iteration 3F: 3 clusters Score -42777.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -42800.207031 Penalty: 620.522095
	Iteration 4Q: 3 clusters Score -42800.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -42813.554688 Penalty: 620.522095
	Iteration 5Q: 3 clusters Score -42813.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -42827.035156 Penalty: 620.522095
	Iteration 6Q: 3 clusters Score -42827.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -42839.246094 Penalty: 620.522095
	Iteration 7Q: 3 clusters Score -42839.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -42856.519531 Penalty: 620.522095
	Iteration 8Q: 3 clusters Score -42856.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -42868.546875 Penalty: 620.522095
	Iteration 9Q: 3 clusters Score -42868.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -42879.144531 Penalty: 620.522095
	Iteration 10Q: 3 clusters Score -42879.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -42892.664062 Penalty: 620.522095
	Iteration 11Q: 3 clusters Score -42892.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -42906.125000 Penalty: 620.522095
	Iteration 12Q: 3 clusters Score -42906.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -42916.558594 Penalty: 620.522095
	Iteration 13Q: 3 clusters Score -42916.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -42928.792969 Penalty: 620.522095
	Iteration 14Q: 3 clusters Score -42928.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -42943.375000 Penalty: 620.522095
	Iteration 15Q: 3 clusters Score -42943.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -42951.472656 Penalty: 620.522095
	Iteration 16Q: 3 clusters Score -42951.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42958.644531 Penalty: 620.522095
	Iteration 17Q: 3 clusters Score -42958.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42975.023438 Penalty: 620.522095
	Iteration 18Q: 3 clusters Score -42975.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42994.011719 Penalty: 620.522095
	Iteration 19Q: 3 clusters Score -42994.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43008.289062 Penalty: 620.522095
	Iteration 20F: 3 clusters Score -43008.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43019.757812 Penalty: 620.522095
	Iteration 21Q: 3 clusters Score -43019.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43027.281250 Penalty: 620.522095
	Iteration 22Q: 3 clusters Score -43027.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43038.414062 Penalty: 620.522095
	Iteration 23Q: 3 clusters Score -43038.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43049.328125 Penalty: 620.522095
	Iteration 24Q: 3 clusters Score -43049.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43054.937500 Penalty: 620.522095
	Iteration 25Q: 3 clusters Score -43054.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43064.589844 Penalty: 620.522095
	Iteration 26Q: 3 clusters Score -43064.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43077.117188 Penalty: 620.522095
	Iteration 27Q: 3 clusters Score -43077.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43080.414062 Penalty: 620.522095
	Iteration 28Q: 3 clusters Score -43080.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43081.070312 Penalty: 620.522095
	Iteration 29Q: 3 clusters Score -43081.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -43082.242188 Penalty: 620.522095
	Iteration 30Q: 3 clusters Score -43082.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -43082.242188 Penalty: 620.522095
	Iteration 31F: 3 clusters Score -43082.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -14430.954102 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -14430.95 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 153 members 
Entering Unmasked Estep 
Score: -14051.924805 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -14051.92 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14139.821289 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -14139.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14169.471680 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -14169.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14190.514648 Penalty: 527.164246
	Iteration 3Q: 3 clusters Score -14190.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14209.873047 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -14209.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14220.391602 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -14220.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14224.226562 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -14224.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14224.921875 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -14224.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14224.921875 Penalty: 527.164246
	Iteration 8F: 3 clusters Score -14224.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Entering Unmasked Estep 
Score: -681278.750000 Penalty: 426.643768
	Iteration 0F: 2 clusters Score -681278.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -673397.437500 Penalty: 853.287537
	Iteration 0F: 3 clusters Score -673397.4 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -676563.312500 Penalty: 853.287537
	Iteration 1F: 3 clusters Score -676563.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -676887.250000 Penalty: 853.287537
	Iteration 2F: 3 clusters Score -676887.2 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -677328.875000 Penalty: 853.287537
	Iteration 3F: 3 clusters Score -677328.9 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -677924.875000 Penalty: 853.287537
	Iteration 4F: 3 clusters Score -677924.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -678614.062500 Penalty: 853.287537
	Iteration 5F: 3 clusters Score -678614.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -679217.875000 Penalty: 853.287537
	Iteration 6F: 3 clusters Score -679217.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -679581.062500 Penalty: 853.287537
	Iteration 7Q: 3 clusters Score -679581.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -679737.312500 Penalty: 853.287537
	Iteration 8Q: 3 clusters Score -679737.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -679834.687500 Penalty: 853.287537
	Iteration 9Q: 3 clusters Score -679834.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -679909.812500 Penalty: 853.287537
	Iteration 10Q: 3 clusters Score -679909.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -679972.437500 Penalty: 853.287537
	Iteration 11Q: 3 clusters Score -679972.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -680025.812500 Penalty: 853.287537
	Iteration 12Q: 3 clusters Score -680025.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -680078.750000 Penalty: 853.287537
	Iteration 13Q: 3 clusters Score -680078.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -680144.312500 Penalty: 853.287537
	Iteration 14Q: 3 clusters Score -680144.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -680208.500000 Penalty: 853.287537
	Iteration 15Q: 3 clusters Score -680208.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -680277.937500 Penalty: 853.287537
	Iteration 16Q: 3 clusters Score -680277.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -680352.000000 Penalty: 853.287537
	Iteration 17Q: 3 clusters Score -680352 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -680421.937500 Penalty: 853.287537
	Iteration 18Q: 3 clusters Score -680421.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -680483.437500 Penalty: 853.287537
	Iteration 19Q: 3 clusters Score -680483.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -680534.062500 Penalty: 853.287537
	Iteration 20F: 3 clusters Score -680534.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -680574.812500 Penalty: 853.287537
	Iteration 21Q: 3 clusters Score -680574.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -680619.250000 Penalty: 853.287537
	Iteration 22Q: 3 clusters Score -680619.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -680666.875000 Penalty: 853.287537
	Iteration 23Q: 3 clusters Score -680666.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -680715.562500 Penalty: 853.287537
	Iteration 24Q: 3 clusters Score -680715.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -680762.625000 Penalty: 853.287537
	Iteration 25Q: 3 clusters Score -680762.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -680797.687500 Penalty: 853.287537
	Iteration 26Q: 3 clusters Score -680797.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -680820.437500 Penalty: 853.287537
	Iteration 27Q: 3 clusters Score -680820.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -680837.937500 Penalty: 853.287537
	Iteration 28Q: 3 clusters Score -680837.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -680850.625000 Penalty: 853.287537
	Iteration 29Q: 3 clusters Score -680850.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -680860.062500 Penalty: 853.287537
	Iteration 30Q: 3 clusters Score -680860.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -680873.000000 Penalty: 853.287537
	Iteration 31Q: 3 clusters Score -680873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -680878.562500 Penalty: 853.287537
	Iteration 32Q: 3 clusters Score -680878.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -680883.750000 Penalty: 853.287537
	Iteration 33Q: 3 clusters Score -680883.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -680888.937500 Penalty: 853.287537
	Iteration 34Q: 3 clusters Score -680888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -680893.500000 Penalty: 853.287537
	Iteration 35Q: 3 clusters Score -680893.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -680898.562500 Penalty: 853.287537
	Iteration 36Q: 3 clusters Score -680898.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -680903.812500 Penalty: 853.287537
	Iteration 37Q: 3 clusters Score -680903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -680909.250000 Penalty: 853.287537
	Iteration 38Q: 3 clusters Score -680909.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -680912.875000 Penalty: 853.287537
	Iteration 39Q: 3 clusters Score -680912.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -680915.687500 Penalty: 853.287537
	Iteration 40F: 3 clusters Score -680915.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -680917.437500 Penalty: 853.287537
	Iteration 41Q: 3 clusters Score -680917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -680918.000000 Penalty: 853.287537
	Iteration 42Q: 3 clusters Score -680918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -680919.562500 Penalty: 853.287537
	Iteration 43Q: 3 clusters Score -680919.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -680919.687500 Penalty: 853.287537
	Iteration 44Q: 3 clusters Score -680919.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -680921.187500 Penalty: 853.287537
	Iteration 45Q: 3 clusters Score -680921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -680924.062500 Penalty: 853.287537
	Iteration 46Q: 3 clusters Score -680924.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -680924.062500 Penalty: 853.287537
	Iteration 47F: 3 clusters Score -680924.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -9586.579102 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -9586.579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9301.209961 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -9301.21 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9348.000977 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -9348.001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9364.259766 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -9364.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9369.993164 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -9369.993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9373.254883 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -9373.255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9375.314453 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -9375.314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9375.930664 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -9375.931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9378.091797 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -9378.092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9381.076172 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -9381.076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9384.246094 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -9384.246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9385.804688 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -9385.805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9386.609375 Penalty: 485.277405
	Iteration 11Q: 3 clusters Score -9386.609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9387.820312 Penalty: 485.277405
	Iteration 12Q: 3 clusters Score -9387.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9387.820312 Penalty: 485.277405
	Iteration 13F: 3 clusters Score -9387.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Entering Unmasked Estep 
Score: -155937.500000 Penalty: 363.694336
	Iteration 0F: 2 clusters Score -155937.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -153923.593750 Penalty: 727.388672
	Iteration 0F: 3 clusters Score -153923.6 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -154665.453125 Penalty: 727.388672
	Iteration 1F: 3 clusters Score -154665.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -154810.828125 Penalty: 727.388672
	Iteration 2F: 3 clusters Score -154810.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -154918.109375 Penalty: 727.388672
	Iteration 3F: 3 clusters Score -154918.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -155016.640625 Penalty: 727.388672
	Iteration 4F: 3 clusters Score -155016.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -155103.796875 Penalty: 727.388672
	Iteration 5Q: 3 clusters Score -155103.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -155196.375000 Penalty: 727.388672
	Iteration 6Q: 3 clusters Score -155196.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -155275.531250 Penalty: 727.388672
	Iteration 7Q: 3 clusters Score -155275.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -155362.718750 Penalty: 727.388672
	Iteration 8Q: 3 clusters Score -155362.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -155448.859375 Penalty: 727.388672
	Iteration 9Q: 3 clusters Score -155448.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -155506.046875 Penalty: 727.388672
	Iteration 10Q: 3 clusters Score -155506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -155539.000000 Penalty: 727.388672
	Iteration 11Q: 3 clusters Score -155539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -155563.953125 Penalty: 727.388672
	Iteration 12Q: 3 clusters Score -155564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -155584.187500 Penalty: 727.388672
	Iteration 13Q: 3 clusters Score -155584.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -155608.984375 Penalty: 727.388672
	Iteration 14Q: 3 clusters Score -155609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -155626.500000 Penalty: 727.388672
	Iteration 15Q: 3 clusters Score -155626.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -155637.265625 Penalty: 727.388672
	Iteration 16Q: 3 clusters Score -155637.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -155642.125000 Penalty: 727.388672
	Iteration 17Q: 3 clusters Score -155642.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -155644.890625 Penalty: 727.388672
	Iteration 18Q: 3 clusters Score -155644.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -155647.593750 Penalty: 727.388672
	Iteration 19Q: 3 clusters Score -155647.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -155648.359375 Penalty: 727.388672
	Iteration 20F: 3 clusters Score -155648.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -155649.625000 Penalty: 727.388672
	Iteration 21Q: 3 clusters Score -155649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -155649.796875 Penalty: 727.388672
	Iteration 22Q: 3 clusters Score -155649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -155649.796875 Penalty: 727.388672
	Iteration 23F: 3 clusters Score -155649.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -75413.101562 Penalty: 332.079254
	Iteration 0F: 2 clusters Score -75413.1 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 782 members 
Entering Unmasked Estep 
Score: -74308.312500 Penalty: 664.158508
	Iteration 0F: 3 clusters Score -74308.31 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -74693.882812 Penalty: 664.158508
	Iteration 1F: 3 clusters Score -74693.88 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -74794.875000 Penalty: 664.158508
	Iteration 2F: 3 clusters Score -74794.88 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -74871.062500 Penalty: 664.158508
	Iteration 3F: 3 clusters Score -74871.06 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -74931.468750 Penalty: 664.158508
	Iteration 4Q: 3 clusters Score -74931.47 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -74975.945312 Penalty: 664.158508
	Iteration 5Q: 3 clusters Score -74975.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -75011.000000 Penalty: 664.158508
	Iteration 6Q: 3 clusters Score -75011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -75034.609375 Penalty: 664.158508
	Iteration 7Q: 3 clusters Score -75034.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -75055.960938 Penalty: 664.158508
	Iteration 8Q: 3 clusters Score -75055.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -75069.304688 Penalty: 664.158508
	Iteration 9Q: 3 clusters Score -75069.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -75090.070312 Penalty: 664.158508
	Iteration 10Q: 3 clusters Score -75090.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -75102.625000 Penalty: 664.158508
	Iteration 11Q: 3 clusters Score -75102.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -75114.421875 Penalty: 664.158508
	Iteration 12Q: 3 clusters Score -75114.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -75120.757812 Penalty: 664.158508
	Iteration 13Q: 3 clusters Score -75120.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -75124.421875 Penalty: 664.158508
	Iteration 14Q: 3 clusters Score -75124.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -75129.000000 Penalty: 664.158508
	Iteration 15Q: 3 clusters Score -75129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -75135.585938 Penalty: 664.158508
	Iteration 16Q: 3 clusters Score -75135.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -75139.929688 Penalty: 664.158508
	Iteration 17Q: 3 clusters Score -75139.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -75140.984375 Penalty: 664.158508
	Iteration 18Q: 3 clusters Score -75140.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -75142.210938 Penalty: 664.158508
	Iteration 19Q: 3 clusters Score -75142.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -75143.031250 Penalty: 664.158508
	Iteration 20F: 3 clusters Score -75143.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -75143.984375 Penalty: 664.158508
	Iteration 21Q: 3 clusters Score -75143.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -75144.710938 Penalty: 664.158508
	Iteration 22Q: 3 clusters Score -75144.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -75145.234375 Penalty: 664.158508
	Iteration 23Q: 3 clusters Score -75145.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -75146.664062 Penalty: 664.158508
	Iteration 24Q: 3 clusters Score -75146.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -75147.132812 Penalty: 664.158508
	Iteration 25Q: 3 clusters Score -75147.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -75147.132812 Penalty: 664.158508
	Iteration 26F: 3 clusters Score -75147.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -36357.828125 Penalty: 303.807312
	Iteration 0F: 2 clusters Score -36357.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -35685.546875 Penalty: 607.614624
	Iteration 0F: 3 clusters Score -35685.55 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -35904.546875 Penalty: 607.614624
	Iteration 1F: 3 clusters Score -35904.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -35943.042969 Penalty: 607.614624
	Iteration 2F: 3 clusters Score -35943.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -35975.601562 Penalty: 607.614624
	Iteration 3F: 3 clusters Score -35975.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -36003.054688 Penalty: 607.614624
	Iteration 4Q: 3 clusters Score -36003.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -36022.484375 Penalty: 607.614624
	Iteration 5Q: 3 clusters Score -36022.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -36033.621094 Penalty: 607.614624
	Iteration 6Q: 3 clusters Score -36033.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -36044.136719 Penalty: 607.614624
	Iteration 7Q: 3 clusters Score -36044.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -36054.113281 Penalty: 607.614624
	Iteration 8Q: 3 clusters Score -36054.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -36060.960938 Penalty: 607.614624
	Iteration 9Q: 3 clusters Score -36060.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -36063.566406 Penalty: 607.614624
	Iteration 10Q: 3 clusters Score -36063.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -36066.167969 Penalty: 607.614624
	Iteration 11Q: 3 clusters Score -36066.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -36067.171875 Penalty: 607.614624
	Iteration 12Q: 3 clusters Score -36067.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -36069.312500 Penalty: 607.614624
	Iteration 13Q: 3 clusters Score -36069.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -36070.640625 Penalty: 607.614624
	Iteration 14Q: 3 clusters Score -36070.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36072.285156 Penalty: 607.614624
	Iteration 15Q: 3 clusters Score -36072.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -36077.121094 Penalty: 607.614624
	Iteration 16Q: 3 clusters Score -36077.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -36083.421875 Penalty: 607.614624
	Iteration 17Q: 3 clusters Score -36083.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -36092.480469 Penalty: 607.614624
	Iteration 18Q: 3 clusters Score -36092.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -36103.968750 Penalty: 607.614624
	Iteration 19Q: 3 clusters Score -36103.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -36114.351562 Penalty: 607.614624
	Iteration 20F: 3 clusters Score -36114.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -36124.531250 Penalty: 607.614624
	Iteration 21Q: 3 clusters Score -36124.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -36125.921875 Penalty: 607.614624
	Iteration 22Q: 3 clusters Score -36125.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -36126.738281 Penalty: 607.614624
	Iteration 23Q: 3 clusters Score -36126.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -36128.644531 Penalty: 607.614624
	Iteration 24Q: 3 clusters Score -36128.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -36130.546875 Penalty: 607.614624
	Iteration 25Q: 3 clusters Score -36130.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -36133.484375 Penalty: 607.614624
	Iteration 26Q: 3 clusters Score -36133.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -36135.500000 Penalty: 607.614624
	Iteration 27Q: 3 clusters Score -36135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -36136.589844 Penalty: 607.614624
	Iteration 28Q: 3 clusters Score -36136.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -36137.386719 Penalty: 607.614624
	Iteration 29Q: 3 clusters Score -36137.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -36137.386719 Penalty: 607.614624
	Iteration 30F: 3 clusters Score -36137.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Entering Unmasked Estep 
Score: -2519872.500000 Penalty: 491.884888
	Iteration 0F: 2 clusters Score -2519872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -2486357.000000 Penalty: 983.769775
	Iteration 0F: 3 clusters Score -2486357 nChanged 24102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -2501118.250000 Penalty: 983.769775
	Iteration 1F: 3 clusters Score -2501118 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -2502439.750000 Penalty: 983.769775
	Iteration 2F: 3 clusters Score -2502440 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -2504429.750000 Penalty: 983.769775
	Iteration 3F: 3 clusters Score -2504430 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -2507010.250000 Penalty: 983.769775
	Iteration 4F: 3 clusters Score -2507010 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -2509927.250000 Penalty: 983.769775
	Iteration 5F: 3 clusters Score -2509927 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -2513187.750000 Penalty: 983.769775
	Iteration 6F: 3 clusters Score -2513188 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -2516268.000000 Penalty: 983.769775
	Iteration 7F: 3 clusters Score -2516268 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -2518325.250000 Penalty: 983.769775
	Iteration 8Q: 3 clusters Score -2518325 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -2519125.000000 Penalty: 983.769775
	Iteration 9Q: 3 clusters Score -2519125 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -2519349.750000 Penalty: 983.769775
	Iteration 10Q: 3 clusters Score -2519350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -2519426.750000 Penalty: 983.769775
	Iteration 11Q: 3 clusters Score -2519427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -2519466.750000 Penalty: 983.769775
	Iteration 12Q: 3 clusters Score -2519467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -2519490.000000 Penalty: 983.769775
	Iteration 13Q: 3 clusters Score -2519490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -2519496.250000 Penalty: 983.769775
	Iteration 14Q: 3 clusters Score -2519496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -2519501.000000 Penalty: 983.769775
	Iteration 15Q: 3 clusters Score -2519501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -2519503.000000 Penalty: 983.769775
	Iteration 16Q: 3 clusters Score -2519503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -2519504.250000 Penalty: 983.769775
	Iteration 17Q: 3 clusters Score -2519504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -2519504.250000 Penalty: 983.769775
	Iteration 18F: 3 clusters Score -2519504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -51214.515625 Penalty: 313.891510
	Iteration 0F: 2 clusters Score -51214.52 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 472 members 
Entering Unmasked Estep 
Score: -50403.292969 Penalty: 627.783020
	Iteration 0F: 3 clusters Score -50403.29 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -50641.335938 Penalty: 627.783020
	Iteration 1F: 3 clusters Score -50641.34 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -50684.199219 Penalty: 627.783020
	Iteration 2F: 3 clusters Score -50684.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -50716.359375 Penalty: 627.783020
	Iteration 3Q: 3 clusters Score -50716.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -50757.582031 Penalty: 627.783020
	Iteration 4Q: 3 clusters Score -50757.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -50800.718750 Penalty: 627.783020
	Iteration 5Q: 3 clusters Score -50800.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -50823.917969 Penalty: 627.783020
	Iteration 6Q: 3 clusters Score -50823.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -50833.011719 Penalty: 627.783020
	Iteration 7Q: 3 clusters Score -50833.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -50837.644531 Penalty: 627.783020
	Iteration 8Q: 3 clusters Score -50837.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -50844.644531 Penalty: 627.783020
	Iteration 9Q: 3 clusters Score -50844.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -50853.414062 Penalty: 627.783020
	Iteration 10Q: 3 clusters Score -50853.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50867.828125 Penalty: 627.783020
	Iteration 11Q: 3 clusters Score -50867.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50889.074219 Penalty: 627.783020
	Iteration 12Q: 3 clusters Score -50889.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50899.343750 Penalty: 627.783020
	Iteration 13Q: 3 clusters Score -50899.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50909.277344 Penalty: 627.783020
	Iteration 14Q: 3 clusters Score -50909.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50915.195312 Penalty: 627.783020
	Iteration 15Q: 3 clusters Score -50915.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50918.128906 Penalty: 627.783020
	Iteration 16Q: 3 clusters Score -50918.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50919.871094 Penalty: 627.783020
	Iteration 17Q: 3 clusters Score -50919.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50921.527344 Penalty: 627.783020
	Iteration 18Q: 3 clusters Score -50921.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50924.882812 Penalty: 627.783020
	Iteration 19Q: 3 clusters Score -50924.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50927.972656 Penalty: 627.783020
	Iteration 20F: 3 clusters Score -50927.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50933.285156 Penalty: 627.783020
	Iteration 21Q: 3 clusters Score -50933.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50935.886719 Penalty: 627.783020
	Iteration 22Q: 3 clusters Score -50935.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50936.328125 Penalty: 627.783020
	Iteration 23Q: 3 clusters Score -50936.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50936.519531 Penalty: 627.783020
	Iteration 24Q: 3 clusters Score -50936.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50936.988281 Penalty: 627.783020
	Iteration 25Q: 3 clusters Score -50936.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50937.796875 Penalty: 627.783020
	Iteration 26Q: 3 clusters Score -50937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50938.382812 Penalty: 627.783020
	Iteration 27Q: 3 clusters Score -50938.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50938.707031 Penalty: 627.783020
	Iteration 28Q: 3 clusters Score -50938.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50938.824219 Penalty: 627.783020
	Iteration 29Q: 3 clusters Score -50938.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50939.433594 Penalty: 627.783020
	Iteration 30Q: 3 clusters Score -50939.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50940.144531 Penalty: 627.783020
	Iteration 31Q: 3 clusters Score -50940.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50940.144531 Penalty: 627.783020
	Iteration 32F: 3 clusters Score -50940.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Entering Unmasked Estep 
Score: -124899.468750 Penalty: 354.098755
	Iteration 0F: 2 clusters Score -124899.5 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 1207 members 
Entering Unmasked Estep 
Score: -123242.328125 Penalty: 708.197510
	Iteration 0F: 3 clusters Score -123242.3 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -123830.054688 Penalty: 708.197510
	Iteration 1F: 3 clusters Score -123830.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -123938.835938 Penalty: 708.197510
	Iteration 2F: 3 clusters Score -123938.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -124027.085938 Penalty: 708.197510
	Iteration 3F: 3 clusters Score -124027.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -124109.601562 Penalty: 708.197510
	Iteration 4F: 3 clusters Score -124109.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -124194.445312 Penalty: 708.197510
	Iteration 5F: 3 clusters Score -124194.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -124262.515625 Penalty: 708.197510
	Iteration 6Q: 3 clusters Score -124262.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -124308.000000 Penalty: 708.197510
	Iteration 7Q: 3 clusters Score -124308 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -124332.945312 Penalty: 708.197510
	Iteration 8Q: 3 clusters Score -124332.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -124340.835938 Penalty: 708.197510
	Iteration 9Q: 3 clusters Score -124340.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -124352.390625 Penalty: 708.197510
	Iteration 10Q: 3 clusters Score -124352.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -124363.906250 Penalty: 708.197510
	Iteration 11Q: 3 clusters Score -124363.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -124371.265625 Penalty: 708.197510
	Iteration 12Q: 3 clusters Score -124371.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -124376.132812 Penalty: 708.197510
	Iteration 13Q: 3 clusters Score -124376.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -124378.718750 Penalty: 708.197510
	Iteration 14Q: 3 clusters Score -124378.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -124380.531250 Penalty: 708.197510
	Iteration 15Q: 3 clusters Score -124380.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -124383.148438 Penalty: 708.197510
	Iteration 16Q: 3 clusters Score -124383.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -124384.078125 Penalty: 708.197510
	Iteration 17Q: 3 clusters Score -124384.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -124386.703125 Penalty: 708.197510
	Iteration 18Q: 3 clusters Score -124386.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -124388.992188 Penalty: 708.197510
	Iteration 19Q: 3 clusters Score -124389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -124391.617188 Penalty: 708.197510
	Iteration 20F: 3 clusters Score -124391.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -124392.226562 Penalty: 708.197510
	Iteration 21Q: 3 clusters Score -124392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -124392.445312 Penalty: 708.197510
	Iteration 22Q: 3 clusters Score -124392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -124392.632812 Penalty: 708.197510
	Iteration 23Q: 3 clusters Score -124392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -124393.140625 Penalty: 708.197510
	Iteration 24Q: 3 clusters Score -124393.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -124394.164062 Penalty: 708.197510
	Iteration 25Q: 3 clusters Score -124394.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -124395.414062 Penalty: 708.197510
	Iteration 26Q: 3 clusters Score -124395.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -124396.101562 Penalty: 708.197510
	Iteration 27Q: 3 clusters Score -124396.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -124396.476562 Penalty: 708.197510
	Iteration 28Q: 3 clusters Score -124396.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -124396.617188 Penalty: 708.197510
	Iteration 29Q: 3 clusters Score -124396.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -124396.812500 Penalty: 708.197510
	Iteration 30Q: 3 clusters Score -124396.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -124397.437500 Penalty: 708.197510
	Iteration 31Q: 3 clusters Score -124397.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -124398.179688 Penalty: 708.197510
	Iteration 32Q: 3 clusters Score -124398.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -124398.765625 Penalty: 708.197510
	Iteration 33Q: 3 clusters Score -124398.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -124399.125000 Penalty: 708.197510
	Iteration 34Q: 3 clusters Score -124399.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -124399.789062 Penalty: 708.197510
	Iteration 35Q: 3 clusters Score -124399.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -124401.054688 Penalty: 708.197510
	Iteration 36Q: 3 clusters Score -124401.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -124403.250000 Penalty: 708.197510
	Iteration 37Q: 3 clusters Score -124403.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -124405.695312 Penalty: 708.197510
	Iteration 38Q: 3 clusters Score -124405.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -124407.257812 Penalty: 708.197510
	Iteration 39Q: 3 clusters Score -124407.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -124407.734375 Penalty: 708.197510
	Iteration 40F: 3 clusters Score -124407.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -124408.312500 Penalty: 708.197510
	Iteration 41Q: 3 clusters Score -124408.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -124409.421875 Penalty: 708.197510
	Iteration 42Q: 3 clusters Score -124409.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -124410.921875 Penalty: 708.197510
	Iteration 43Q: 3 clusters Score -124410.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -124412.031250 Penalty: 708.197510
	Iteration 44Q: 3 clusters Score -124412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -124413.203125 Penalty: 708.197510
	Iteration 45Q: 3 clusters Score -124413.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -124415.375000 Penalty: 708.197510
	Iteration 46Q: 3 clusters Score -124415.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -124417.039062 Penalty: 708.197510
	Iteration 47Q: 3 clusters Score -124417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -124418.718750 Penalty: 708.197510
	Iteration 48Q: 3 clusters Score -124418.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -124420.953125 Penalty: 708.197510
	Iteration 49Q: 3 clusters Score -124421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -124423.562500 Penalty: 708.197510
	Iteration 50Q: 3 clusters Score -124423.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -124426.484375 Penalty: 708.197510
	Iteration 51Q: 3 clusters Score -124426.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -124430.070312 Penalty: 708.197510
	Iteration 52Q: 3 clusters Score -124430.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -124434.898438 Penalty: 708.197510
	Iteration 53Q: 3 clusters Score -124434.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -124442.648438 Penalty: 708.197510
	Iteration 54Q: 3 clusters Score -124442.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -124447.640625 Penalty: 708.197510
	Iteration 55Q: 3 clusters Score -124447.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -124454.046875 Penalty: 708.197510
	Iteration 56Q: 3 clusters Score -124454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -124459.609375 Penalty: 708.197510
	Iteration 57Q: 3 clusters Score -124459.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -124464.968750 Penalty: 708.197510
	Iteration 58Q: 3 clusters Score -124465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -124471.351562 Penalty: 708.197510
	Iteration 59Q: 3 clusters Score -124471.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -124483.101562 Penalty: 708.197510
	Iteration 60F: 3 clusters Score -124483.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -124492.640625 Penalty: 708.197510
	Iteration 61Q: 3 clusters Score -124492.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -124504.570312 Penalty: 708.197510
	Iteration 62Q: 3 clusters Score -124504.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124516.148438 Penalty: 708.197510
	Iteration 63Q: 3 clusters Score -124516.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -124527.578125 Penalty: 708.197510
	Iteration 64Q: 3 clusters Score -124527.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -124542.140625 Penalty: 708.197510
	Iteration 65Q: 3 clusters Score -124542.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -124555.296875 Penalty: 708.197510
	Iteration 66Q: 3 clusters Score -124555.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -124563.851562 Penalty: 708.197510
	Iteration 67Q: 3 clusters Score -124563.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -124575.000000 Penalty: 708.197510
	Iteration 68Q: 3 clusters Score -124575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -124588.000000 Penalty: 708.197510
	Iteration 69Q: 3 clusters Score -124588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -124598.039062 Penalty: 708.197510
	Iteration 70Q: 3 clusters Score -124598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -124608.671875 Penalty: 708.197510
	Iteration 71Q: 3 clusters Score -124608.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -124621.156250 Penalty: 708.197510
	Iteration 72Q: 3 clusters Score -124621.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -124632.117188 Penalty: 708.197510
	Iteration 73Q: 3 clusters Score -124632.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -124640.343750 Penalty: 708.197510
	Iteration 74Q: 3 clusters Score -124640.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -124648.125000 Penalty: 708.197510
	Iteration 75Q: 3 clusters Score -124648.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -124655.281250 Penalty: 708.197510
	Iteration 76Q: 3 clusters Score -124655.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -124659.335938 Penalty: 708.197510
	Iteration 77Q: 3 clusters Score -124659.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -124664.218750 Penalty: 708.197510
	Iteration 78Q: 3 clusters Score -124664.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -124672.421875 Penalty: 708.197510
	Iteration 79Q: 3 clusters Score -124672.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -124677.734375 Penalty: 708.197510
	Iteration 80F: 3 clusters Score -124677.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -124680.437500 Penalty: 708.197510
	Iteration 81Q: 3 clusters Score -124680.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -124683.054688 Penalty: 708.197510
	Iteration 82Q: 3 clusters Score -124683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -124683.875000 Penalty: 708.197510
	Iteration 83Q: 3 clusters Score -124683.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -124686.703125 Penalty: 708.197510
	Iteration 84Q: 3 clusters Score -124686.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -124689.945312 Penalty: 708.197510
	Iteration 85Q: 3 clusters Score -124689.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -124691.367188 Penalty: 708.197510
	Iteration 86Q: 3 clusters Score -124691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -124691.898438 Penalty: 708.197510
	Iteration 87Q: 3 clusters Score -124691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -124692.476562 Penalty: 708.197510
	Iteration 88Q: 3 clusters Score -124692.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -124692.976562 Penalty: 708.197510
	Iteration 89Q: 3 clusters Score -124693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -124693.687500 Penalty: 708.197510
	Iteration 90Q: 3 clusters Score -124693.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -124693.687500 Penalty: 708.197510
	Iteration 91F: 3 clusters Score -124693.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Entering Unmasked Estep 
Score: -206415.640625 Penalty: 378.335999
	Iteration 0F: 2 clusters Score -206415.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -203615.796875 Penalty: 756.671997
	Iteration 0F: 3 clusters Score -203615.8 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -204603.906250 Penalty: 756.671997
	Iteration 1F: 3 clusters Score -204603.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -204722.500000 Penalty: 756.671997
	Iteration 2F: 3 clusters Score -204722.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -204847.937500 Penalty: 756.671997
	Iteration 3F: 3 clusters Score -204847.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -204979.218750 Penalty: 756.671997
	Iteration 4F: 3 clusters Score -204979.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -205126.000000 Penalty: 756.671997
	Iteration 5F: 3 clusters Score -205126 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -205272.875000 Penalty: 756.671997
	Iteration 6F: 3 clusters Score -205272.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -205403.296875 Penalty: 756.671997
	Iteration 7Q: 3 clusters Score -205403.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -205554.203125 Penalty: 756.671997
	Iteration 8Q: 3 clusters Score -205554.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -205729.843750 Penalty: 756.671997
	Iteration 9F: 3 clusters Score -205729.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -205866.484375 Penalty: 756.671997
	Iteration 10Q: 3 clusters Score -205866.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -205929.890625 Penalty: 756.671997
	Iteration 11Q: 3 clusters Score -205929.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -205967.156250 Penalty: 756.671997
	Iteration 12Q: 3 clusters Score -205967.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -205989.687500 Penalty: 756.671997
	Iteration 13Q: 3 clusters Score -205989.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -206004.296875 Penalty: 756.671997
	Iteration 14Q: 3 clusters Score -206004.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -206017.984375 Penalty: 756.671997
	Iteration 15Q: 3 clusters Score -206018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -206027.984375 Penalty: 756.671997
	Iteration 16Q: 3 clusters Score -206028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -206034.656250 Penalty: 756.671997
	Iteration 17Q: 3 clusters Score -206034.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -206041.078125 Penalty: 756.671997
	Iteration 18Q: 3 clusters Score -206041.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -206045.093750 Penalty: 756.671997
	Iteration 19Q: 3 clusters Score -206045.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -206047.375000 Penalty: 756.671997
	Iteration 20F: 3 clusters Score -206047.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -206048.593750 Penalty: 756.671997
	Iteration 21Q: 3 clusters Score -206048.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -206050.031250 Penalty: 756.671997
	Iteration 22Q: 3 clusters Score -206050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -206054.062500 Penalty: 756.671997
	Iteration 23Q: 3 clusters Score -206054.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -206057.578125 Penalty: 756.671997
	Iteration 24Q: 3 clusters Score -206057.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -206062.484375 Penalty: 756.671997
	Iteration 25Q: 3 clusters Score -206062.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -206067.562500 Penalty: 756.671997
	Iteration 26Q: 3 clusters Score -206067.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -206070.484375 Penalty: 756.671997
	Iteration 27Q: 3 clusters Score -206070.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -206072.281250 Penalty: 756.671997
	Iteration 28Q: 3 clusters Score -206072.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -206073.234375 Penalty: 756.671997
	Iteration 29Q: 3 clusters Score -206073.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -206074.515625 Penalty: 756.671997
	Iteration 30Q: 3 clusters Score -206074.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -206075.468750 Penalty: 756.671997
	Iteration 31Q: 3 clusters Score -206075.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -206075.796875 Penalty: 756.671997
	Iteration 32Q: 3 clusters Score -206075.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -206076.093750 Penalty: 756.671997
	Iteration 33Q: 3 clusters Score -206076.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -206076.109375 Penalty: 756.671997
	Iteration 34Q: 3 clusters Score -206076.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -206076.281250 Penalty: 756.671997
	Iteration 35Q: 3 clusters Score -206076.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -206076.312500 Penalty: 756.671997
	Iteration 36Q: 3 clusters Score -206076.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -206076.328125 Penalty: 756.671997
	Iteration 37Q: 3 clusters Score -206076.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -206076.328125 Penalty: 756.671997
	Iteration 38F: 3 clusters Score -206076.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -13815.649414 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -13815.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13459.139648 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -13459.14 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13573.343750 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -13573.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13652.262695 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -13652.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13707.208984 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -13707.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -13746.595703 Penalty: 527.164246
	Iteration 4F: 3 clusters Score -13746.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -13777.904297 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -13777.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -13789.219727 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -13789.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13797.643555 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -13797.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13806.659180 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -13806.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13811.744141 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -13811.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13811.744141 Penalty: 527.164246
	Iteration 10F: 3 clusters Score -13811.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -14528.870117 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -14528.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14175.455078 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -14175.46 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14289.822266 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -14289.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14338.058594 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -14338.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14363.397461 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -14363.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14373.233398 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -14373.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14377.299805 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -14377.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14383.012695 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -14383.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14388.000000 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -14388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14390.178711 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -14390.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14390.889648 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -14390.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14391.090820 Penalty: 518.129639
	Iteration 10Q: 3 clusters Score -14391.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14391.090820 Penalty: 518.129639
	Iteration 11F: 3 clusters Score -14391.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2642.012451 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2642.012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2492.971191 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2492.971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2518.841797 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2518.842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2523.602295 Penalty: 361.296570
	Iteration 2Q: 3 clusters Score -2523.602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2523.602295 Penalty: 361.296570
	Iteration 3F: 3 clusters Score -2523.602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6417.771973 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6417.772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6170.652344 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6170.652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6228.694824 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6228.695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6236.394043 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -6236.394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6240.990723 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6240.991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6242.898438 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6242.898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6242.898438 Penalty: 446.380005
	Iteration 5F: 3 clusters Score -6242.898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -7535.768555 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -7535.769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7291.842773 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -7291.843 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7367.191895 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -7367.192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7387.601074 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -7387.601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7390.783691 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -7390.784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7391.273926 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -7391.274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7391.273926 Penalty: 475.542938
	Iteration 5F: 3 clusters Score -7391.274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -8863.344727 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -8863.345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8571.681641 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -8571.682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8673.843750 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -8673.844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8732.216797 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -8732.217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8768.573242 Penalty: 488.303802
	Iteration 3F: 3 clusters Score -8768.573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8798.852539 Penalty: 488.303802
	Iteration 4F: 3 clusters Score -8798.853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8811.846680 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -8811.847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8817.150391 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -8817.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8824.431641 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -8824.432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8832.691406 Penalty: 488.303802
	Iteration 8Q: 3 clusters Score -8832.691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8835.171875 Penalty: 488.303802
	Iteration 9Q: 3 clusters Score -8835.172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8835.171875 Penalty: 488.303802
	Iteration 10F: 3 clusters Score -8835.172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -2279.024658 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -2279.025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2148.987061 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -2148.987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2165.251953 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -2165.252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2173.979004 Penalty: 374.089508
	Iteration 2F: 3 clusters Score -2173.979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2176.997559 Penalty: 374.089508
	Iteration 3Q: 3 clusters Score -2176.998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2176.997559 Penalty: 374.089508
	Iteration 4F: 3 clusters Score -2176.998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -7758.757324 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -7758.757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7488.092285 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -7488.092 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7580.764648 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -7580.765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7601.796875 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -7601.797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7611.138184 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -7611.138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7614.648926 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -7614.649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7618.086914 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -7618.087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7622.268066 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -7622.268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7632.522949 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -7632.523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7634.336426 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -7634.336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7636.664062 Penalty: 481.690735
	Iteration 9Q: 3 clusters Score -7636.664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7637.156738 Penalty: 481.690735
	Iteration 10Q: 3 clusters Score -7637.157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7637.156738 Penalty: 481.690735
	Iteration 11F: 3 clusters Score -7637.157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13154.135742 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13154.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12824.181641 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12824.18 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12920.871094 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12920.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12943.276367 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12943.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12949.719727 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -12949.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12952.464844 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -12952.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12953.088867 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -12953.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12953.088867 Penalty: 510.461945
	Iteration 6F: 3 clusters Score -12953.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -22719.064453 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -22719.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22268.210938 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -22268.21 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22366.121094 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -22366.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22394.513672 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -22394.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22406.650391 Penalty: 550.525757
	Iteration 3F: 3 clusters Score -22406.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22409.710938 Penalty: 550.525757
	Iteration 4Q: 3 clusters Score -22409.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22412.968750 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -22412.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22413.582031 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -22413.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22414.025391 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -22414.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22415.099609 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -22415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22416.765625 Penalty: 550.525757
	Iteration 9Q: 3 clusters Score -22416.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22417.125000 Penalty: 550.525757
	Iteration 10Q: 3 clusters Score -22417.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22417.960938 Penalty: 550.525757
	Iteration 11Q: 3 clusters Score -22417.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22418.179688 Penalty: 550.525757
	Iteration 12Q: 3 clusters Score -22418.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22418.732422 Penalty: 550.525757
	Iteration 13Q: 3 clusters Score -22418.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22419.455078 Penalty: 550.525757
	Iteration 14Q: 3 clusters Score -22419.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22422.615234 Penalty: 550.525757
	Iteration 15Q: 3 clusters Score -22422.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22430.761719 Penalty: 550.525757
	Iteration 16Q: 3 clusters Score -22430.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22433.761719 Penalty: 550.525757
	Iteration 17Q: 3 clusters Score -22433.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22436.187500 Penalty: 550.525757
	Iteration 18Q: 3 clusters Score -22436.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22439.537109 Penalty: 550.525757
	Iteration 19Q: 3 clusters Score -22439.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22443.232422 Penalty: 550.525757
	Iteration 20F: 3 clusters Score -22443.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22444.181641 Penalty: 550.525757
	Iteration 21Q: 3 clusters Score -22444.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22446.306641 Penalty: 550.525757
	Iteration 22Q: 3 clusters Score -22446.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22447.644531 Penalty: 550.525757
	Iteration 23Q: 3 clusters Score -22447.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22448.867188 Penalty: 550.525757
	Iteration 24Q: 3 clusters Score -22448.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22452.146484 Penalty: 550.525757
	Iteration 25Q: 3 clusters Score -22452.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22454.783203 Penalty: 550.525757
	Iteration 26Q: 3 clusters Score -22454.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22456.130859 Penalty: 550.525757
	Iteration 27Q: 3 clusters Score -22456.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22460.708984 Penalty: 550.525757
	Iteration 28Q: 3 clusters Score -22460.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22463.447266 Penalty: 550.525757
	Iteration 29Q: 3 clusters Score -22463.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22464.474609 Penalty: 550.525757
	Iteration 30Q: 3 clusters Score -22464.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22465.783203 Penalty: 550.525757
	Iteration 31Q: 3 clusters Score -22465.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22465.783203 Penalty: 550.525757
	Iteration 32F: 3 clusters Score -22465.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6077.959961 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6077.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5834.249023 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5834.249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5874.333496 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5874.333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5888.594238 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -5888.594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5905.554688 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5905.555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5906.133301 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -5906.133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5906.133301 Penalty: 440.821045
	Iteration 5F: 3 clusters Score -5906.133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -5069.981934 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -5069.982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4856.556641 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -4856.557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4904.207031 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4904.207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4906.304199 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -4906.304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4906.596680 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4906.597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4909.695312 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -4909.695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4909.695312 Penalty: 440.101654
	Iteration 5F: 3 clusters Score -4909.695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -15471.087891 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -15471.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15089.294922 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -15089.29 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15217.125000 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -15217.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15264.536133 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -15264.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15279.709961 Penalty: 536.640991
	Iteration 3Q: 3 clusters Score -15279.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15313.220703 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -15313.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15324.087891 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -15324.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15328.049805 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -15328.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15336.119141 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -15336.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15337.742188 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -15337.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15339.238281 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -15339.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15340.662109 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -15340.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15340.937500 Penalty: 536.640991
	Iteration 11Q: 3 clusters Score -15340.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15341.248047 Penalty: 536.640991
	Iteration 12Q: 3 clusters Score -15341.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15341.248047 Penalty: 536.640991
	Iteration 13F: 3 clusters Score -15341.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Entering Unmasked Estep 
Score: -398824.812500 Penalty: 402.391052
	Iteration 0F: 2 clusters Score -398824.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -394162.781250 Penalty: 804.782104
	Iteration 0F: 3 clusters Score -394162.8 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -395977.000000 Penalty: 804.782104
	Iteration 1F: 3 clusters Score -395977 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -396130.750000 Penalty: 804.782104
	Iteration 2F: 3 clusters Score -396130.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -396346.187500 Penalty: 804.782104
	Iteration 3F: 3 clusters Score -396346.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -396705.281250 Penalty: 804.782104
	Iteration 4F: 3 clusters Score -396705.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -397125.468750 Penalty: 804.782104
	Iteration 5F: 3 clusters Score -397125.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -397459.875000 Penalty: 804.782104
	Iteration 6F: 3 clusters Score -397459.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -397708.593750 Penalty: 804.782104
	Iteration 7Q: 3 clusters Score -397708.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -397845.375000 Penalty: 804.782104
	Iteration 8Q: 3 clusters Score -397845.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -397926.281250 Penalty: 804.782104
	Iteration 9Q: 3 clusters Score -397926.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -397988.625000 Penalty: 804.782104
	Iteration 10Q: 3 clusters Score -397988.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -398046.375000 Penalty: 804.782104
	Iteration 11Q: 3 clusters Score -398046.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -398097.593750 Penalty: 804.782104
	Iteration 12Q: 3 clusters Score -398097.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -398140.750000 Penalty: 804.782104
	Iteration 13Q: 3 clusters Score -398140.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -398184.218750 Penalty: 804.782104
	Iteration 14Q: 3 clusters Score -398184.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -398211.375000 Penalty: 804.782104
	Iteration 15Q: 3 clusters Score -398211.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -398242.687500 Penalty: 804.782104
	Iteration 16Q: 3 clusters Score -398242.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -398261.906250 Penalty: 804.782104
	Iteration 17Q: 3 clusters Score -398261.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -398277.812500 Penalty: 804.782104
	Iteration 18Q: 3 clusters Score -398277.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -398293.062500 Penalty: 804.782104
	Iteration 19Q: 3 clusters Score -398293.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -398309.281250 Penalty: 804.782104
	Iteration 20F: 3 clusters Score -398309.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -398330.250000 Penalty: 804.782104
	Iteration 21Q: 3 clusters Score -398330.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -398352.750000 Penalty: 804.782104
	Iteration 22Q: 3 clusters Score -398352.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -398370.718750 Penalty: 804.782104
	Iteration 23Q: 3 clusters Score -398370.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -398386.312500 Penalty: 804.782104
	Iteration 24Q: 3 clusters Score -398386.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -398400.500000 Penalty: 804.782104
	Iteration 25Q: 3 clusters Score -398400.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -398414.312500 Penalty: 804.782104
	Iteration 26Q: 3 clusters Score -398414.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -398422.062500 Penalty: 804.782104
	Iteration 27Q: 3 clusters Score -398422.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -398432.656250 Penalty: 804.782104
	Iteration 28Q: 3 clusters Score -398432.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -398443.281250 Penalty: 804.782104
	Iteration 29Q: 3 clusters Score -398443.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -398452.187500 Penalty: 804.782104
	Iteration 30Q: 3 clusters Score -398452.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -398459.750000 Penalty: 804.782104
	Iteration 31Q: 3 clusters Score -398459.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -398463.375000 Penalty: 804.782104
	Iteration 32Q: 3 clusters Score -398463.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -398467.343750 Penalty: 804.782104
	Iteration 33Q: 3 clusters Score -398467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -398470.906250 Penalty: 804.782104
	Iteration 34Q: 3 clusters Score -398470.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -398474.937500 Penalty: 804.782104
	Iteration 35Q: 3 clusters Score -398474.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -398474.562500 Penalty: 804.782104
	Iteration 36Q: 3 clusters Score -398474.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -398475.718750 Penalty: 804.782104
	Iteration 37Q: 3 clusters Score -398475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -398475.750000 Penalty: 804.782104
	Iteration 38Q: 3 clusters Score -398475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -398476.875000 Penalty: 804.782104
	Iteration 39Q: 3 clusters Score -398476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -398478.656250 Penalty: 804.782104
	Iteration 40F: 3 clusters Score -398478.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -398479.781250 Penalty: 804.782104
	Iteration 41Q: 3 clusters Score -398479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -398480.531250 Penalty: 804.782104
	Iteration 42Q: 3 clusters Score -398480.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -398481.437500 Penalty: 804.782104
	Iteration 43Q: 3 clusters Score -398481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -398481.437500 Penalty: 804.782104
	Iteration 44F: 3 clusters Score -398481.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (292741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292741 members 
Entering Unmasked Estep 
Score: -15518644.000000 Penalty: 572.710510
	Iteration 0F: 2 clusters Score -1.551864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146588 members 
Mstep: Class 2 contains 146153 members 
Entering Unmasked Estep 
Score: -15329266.000000 Penalty: 1145.421021
	Iteration 0F: 3 clusters Score -1.532927e+07 nChanged 144320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153106 members 
Mstep: Class 2 contains 139635 members 
Entering Unmasked Estep 
Score: -15417575.000000 Penalty: 1145.421021
	Iteration 1F: 3 clusters Score -1.541758e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156574 members 
Mstep: Class 2 contains 136167 members 
Entering Unmasked Estep 
Score: -15419731.000000 Penalty: 1145.421021
	Iteration 2Q: 3 clusters Score -1.541973e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161753 members 
Mstep: Class 2 contains 130988 members 
Entering Unmasked Estep 
Score: -15422907.000000 Penalty: 1145.421021
	Iteration 3Q: 3 clusters Score -1.542291e+07 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169193 members 
Mstep: Class 2 contains 123548 members 
Entering Unmasked Estep 
Score: -15427742.000000 Penalty: 1145.421021
	Iteration 4Q: 3 clusters Score -1.542774e+07 nChanged 14329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179212 members 
Mstep: Class 2 contains 113529 members 
Entering Unmasked Estep 
Score: -15434713.000000 Penalty: 1145.421021
	Iteration 5Q: 3 clusters Score -1.543471e+07 nChanged 16732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191714 members 
Mstep: Class 2 contains 101027 members 
Entering Unmasked Estep 
Score: -15444589.000000 Penalty: 1145.421021
	Iteration 6F: 3 clusters Score -1.544459e+07 nChanged 18127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205065 members 
Mstep: Class 2 contains 87676 members 
Entering Unmasked Estep 
Score: -15455839.000000 Penalty: 1145.421021
	Iteration 7F: 3 clusters Score -1.545584e+07 nChanged 16841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216452 members 
Mstep: Class 2 contains 76289 members 
Entering Unmasked Estep 
Score: -15466050.000000 Penalty: 1145.421021
	Iteration 8F: 3 clusters Score -1.546605e+07 nChanged 14155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224691 members 
Mstep: Class 2 contains 68050 members 
Entering Unmasked Estep 
Score: -15474228.000000 Penalty: 1145.421021
	Iteration 9Q: 3 clusters Score -1.547423e+07 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230692 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -15479637.000000 Penalty: 1145.421021
	Iteration 10Q: 3 clusters Score -1.547964e+07 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235613 members 
Mstep: Class 2 contains 57128 members 
Entering Unmasked Estep 
Score: -15483297.000000 Penalty: 1145.421021
	Iteration 11Q: 3 clusters Score -1.54833e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240140 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -15485976.000000 Penalty: 1145.421021
	Iteration 12Q: 3 clusters Score -1.548598e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244578 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -15488573.000000 Penalty: 1145.421021
	Iteration 13Q: 3 clusters Score -1.548857e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249072 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -15491344.000000 Penalty: 1145.421021
	Iteration 14Q: 3 clusters Score -1.549134e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253667 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -15494014.000000 Penalty: 1145.421021
	Iteration 15Q: 3 clusters Score -1.549401e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258386 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -15496652.000000 Penalty: 1145.421021
	Iteration 16Q: 3 clusters Score -1.549665e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263070 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -15499595.000000 Penalty: 1145.421021
	Iteration 17Q: 3 clusters Score -1.54996e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267545 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -15504036.000000 Penalty: 1145.421021
	Iteration 18Q: 3 clusters Score -1.550404e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272258 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -15508409.000000 Penalty: 1145.421021
	Iteration 19Q: 3 clusters Score -1.550841e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277078 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -15512132.000000 Penalty: 1145.421021
	Iteration 20F: 3 clusters Score -1.551213e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281671 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -15514959.000000 Penalty: 1145.421021
	Iteration 21Q: 3 clusters Score -1.551496e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285615 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -15516430.000000 Penalty: 1145.421021
	Iteration 22Q: 3 clusters Score -1.551643e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288671 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -15517282.000000 Penalty: 1145.421021
	Iteration 23Q: 3 clusters Score -1.551728e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290629 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -15517786.000000 Penalty: 1145.421021
	Iteration 24Q: 3 clusters Score -1.551779e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291703 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -15517982.000000 Penalty: 1145.421021
	Iteration 25Q: 3 clusters Score -1.551798e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292203 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -15518041.000000 Penalty: 1145.421021
	Iteration 26Q: 3 clusters Score -1.551804e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292415 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -15518091.000000 Penalty: 1145.421021
	Iteration 27Q: 3 clusters Score -1.551809e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292522 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15518137.000000 Penalty: 1145.421021
	Iteration 28Q: 3 clusters Score -1.551814e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292580 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15518153.000000 Penalty: 1145.421021
	Iteration 29Q: 3 clusters Score -1.551815e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292605 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15518161.000000 Penalty: 1145.421021
	Iteration 30Q: 3 clusters Score -1.551816e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292624 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15518199.000000 Penalty: 1145.421021
	Iteration 31Q: 3 clusters Score -1.55182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292635 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15518203.000000 Penalty: 1145.421021
	Iteration 32Q: 3 clusters Score -1.55182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292640 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15518209.000000 Penalty: 1145.421021
	Iteration 33Q: 3 clusters Score -1.551821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292642 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15518201.000000 Penalty: 1145.421021
	Iteration 34Q: 3 clusters Score -1.55182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292643 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15518206.000000 Penalty: 1145.421021
	Iteration 35Q: 3 clusters Score -1.551821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292646 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15518216.000000 Penalty: 1145.421021
	Iteration 36Q: 3 clusters Score -1.551822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292646 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15518213.000000 Penalty: 1145.421021
	Iteration 37Q: 3 clusters Score -1.551821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292646 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15518216.000000 Penalty: 1145.421021
	Iteration 38Q: 3 clusters Score -1.551822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292647 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15518226.000000 Penalty: 1145.421021
	Iteration 39Q: 3 clusters Score -1.551823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292648 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15518224.000000 Penalty: 1145.421021
	Iteration 40F: 3 clusters Score -1.551822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292649 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15518217.000000 Penalty: 1145.421021
	Iteration 41Q: 3 clusters Score -1.551822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292649 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15518217.000000 Penalty: 1145.421021
	Iteration 42F: 3 clusters Score -1.551822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7624 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49146 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 92169 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 11811 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2961 members 
Mstep: Class 16 contains 1478 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49546 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 2398 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 6931 members 
Mstep: Class 36 contains 292741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472746.000000 Penalty: 21605.181641
Iteration 359Q: 37 clusters Score -2.747275e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 7622 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49188 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 91839 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 11910 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2958 members 
Mstep: Class 16 contains 1478 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49551 members 
Mstep: Class 19 contains 991 members 
Mstep: Class 20 contains 2390 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 7030 members 
Mstep: Class 36 contains 292834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472766.000000 Penalty: 21605.181641
Iteration 360F: 37 clusters Score -2.747277e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7622 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49218 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 91486 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 12001 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 2956 members 
Mstep: Class 16 contains 1478 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49553 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 7132 members 
Mstep: Class 36 contains 292964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472708.000000 Penalty: 21605.181641
Iteration 361Q: 37 clusters Score -2.747271e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7620 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49264 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 91128 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 12102 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 2948 members 
Mstep: Class 16 contains 1479 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49559 members 
Mstep: Class 19 contains 989 members 
Mstep: Class 20 contains 2383 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 7235 members 
Mstep: Class 36 contains 293068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472632.000000 Penalty: 21605.181641
Iteration 362Q: 37 clusters Score -2.747263e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7618 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49313 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 90745 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 12212 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 2940 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49560 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 7328 members 
Mstep: Class 36 contains 293186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472630.000000 Penalty: 21605.181641
Iteration 363Q: 37 clusters Score -2.747263e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7614 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49354 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 90400 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 12315 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 2934 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49562 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 7413 members 
Mstep: Class 36 contains 293299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472706.000000 Penalty: 21605.181641
Iteration 364Q: 37 clusters Score -2.747271e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7614 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49391 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 90073 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 12427 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 2925 members 
Mstep: Class 16 contains 1482 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49554 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 7494 members 
Mstep: Class 36 contains 293401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472692.000000 Penalty: 21605.181641
Iteration 365Q: 37 clusters Score -2.747269e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7615 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49412 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 89740 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 12514 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49549 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 7575 members 
Mstep: Class 36 contains 293527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472658.000000 Penalty: 21605.181641
Iteration 366Q: 37 clusters Score -2.747266e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7612 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49457 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 89414 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 12611 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 2923 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49550 members 
Mstep: Class 19 contains 989 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 7664 members 
Mstep: Class 36 contains 293592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472636.000000 Penalty: 21605.181641
Iteration 367Q: 37 clusters Score -2.747264e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7609 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49509 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 89133 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 12690 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49542 members 
Mstep: Class 19 contains 989 members 
Mstep: Class 20 contains 2382 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 7726 members 
Mstep: Class 36 contains 293662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472538.000000 Penalty: 21605.181641
Iteration 368Q: 37 clusters Score -2.747254e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7605 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49545 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 88843 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 12772 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2924 members 
Mstep: Class 16 contains 1482 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49536 members 
Mstep: Class 19 contains 989 members 
Mstep: Class 20 contains 2383 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 7809 members 
Mstep: Class 36 contains 293724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472506.000000 Penalty: 21605.181641
Iteration 369Q: 37 clusters Score -2.747251e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7597 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49589 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 88558 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 12857 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2924 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49534 members 
Mstep: Class 19 contains 989 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 7888 members 
Mstep: Class 36 contains 293777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472438.000000 Penalty: 21605.181641
Iteration 370Q: 37 clusters Score -2.747244e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7586 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49625 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 88292 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 12939 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49538 members 
Mstep: Class 19 contains 989 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 7950 members 
Mstep: Class 36 contains 293839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472402.000000 Penalty: 21605.181641
Iteration 371Q: 37 clusters Score -2.74724e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7580 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49665 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 88070 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 1483 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49535 members 
Mstep: Class 19 contains 989 members 
Mstep: Class 20 contains 2382 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8024 members 
Mstep: Class 36 contains 293860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472314.000000 Penalty: 21605.181641
Iteration 372Q: 37 clusters Score -2.747231e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7573 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49699 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 87836 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 13122 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2932 members 
Mstep: Class 16 contains 1485 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49532 members 
Mstep: Class 19 contains 989 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8083 members 
Mstep: Class 36 contains 293884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472216.000000 Penalty: 21605.181641
Iteration 373Q: 37 clusters Score -2.747222e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7570 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49717 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 87620 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 13203 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49524 members 
Mstep: Class 19 contains 987 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8166 members 
Mstep: Class 36 contains 293914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472206.000000 Penalty: 21605.181641
Iteration 374Q: 37 clusters Score -2.747221e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7566 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49737 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 87425 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 13275 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2934 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49519 members 
Mstep: Class 19 contains 987 members 
Mstep: Class 20 contains 2371 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8237 members 
Mstep: Class 36 contains 293945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472190.000000 Penalty: 21605.181641
Iteration 375Q: 37 clusters Score -2.747219e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7564 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49754 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 87225 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 917 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 13330 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2934 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49502 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 2368 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8298 members 
Mstep: Class 36 contains 294011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472184.000000 Penalty: 21605.181641
Iteration 376Q: 37 clusters Score -2.747218e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7556 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49778 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 87033 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 13385 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2938 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49504 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8356 members 
Mstep: Class 36 contains 294049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472158.000000 Penalty: 21605.181641
Iteration 377Q: 37 clusters Score -2.747216e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7551 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49807 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 86869 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 13445 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2937 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49505 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8400 members 
Mstep: Class 36 contains 294062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472142.000000 Penalty: 21605.181641
Iteration 378Q: 37 clusters Score -2.747214e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7546 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49843 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 86708 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 13501 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49502 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 294083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472136.000000 Penalty: 21605.181641
Iteration 379Q: 37 clusters Score -2.747214e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7543 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49883 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 86530 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 13572 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49501 members 
Mstep: Class 19 contains 987 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8488 members 
Mstep: Class 36 contains 294087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472116.000000 Penalty: 21605.181641
Iteration 380F: 37 clusters Score -2.747212e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7539 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49922 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 86347 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 13640 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49493 members 
Mstep: Class 19 contains 987 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8525 members 
Mstep: Class 36 contains 294119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27472028.000000 Penalty: 21605.181641
Iteration 381Q: 37 clusters Score -2.747203e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7534 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49949 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 86157 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 13711 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2929 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49487 members 
Mstep: Class 19 contains 986 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8564 members 
Mstep: Class 36 contains 294166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471986.000000 Penalty: 21605.181641
Iteration 382Q: 37 clusters Score -2.747199e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7531 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 49982 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 85937 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 13797 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49487 members 
Mstep: Class 19 contains 986 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8605 members 
Mstep: Class 36 contains 294211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471962.000000 Penalty: 21605.181641
Iteration 383Q: 37 clusters Score -2.747196e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7525 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50024 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 85730 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 13880 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2927 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49490 members 
Mstep: Class 19 contains 986 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8638 members 
Mstep: Class 36 contains 294250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471978.000000 Penalty: 21605.181641
Iteration 384Q: 37 clusters Score -2.747198e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7522 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50078 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 85525 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 13976 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2929 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49496 members 
Mstep: Class 19 contains 986 members 
Mstep: Class 20 contains 2348 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8665 members 
Mstep: Class 36 contains 294263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471930.000000 Penalty: 21605.181641
Iteration 385Q: 37 clusters Score -2.747193e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7521 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50139 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 85330 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14060 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2929 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49492 members 
Mstep: Class 19 contains 986 members 
Mstep: Class 20 contains 2348 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8696 members 
Mstep: Class 36 contains 294274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471880.000000 Penalty: 21605.181641
Iteration 386Q: 37 clusters Score -2.747188e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7518 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50197 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 85145 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14135 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 2929 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49489 members 
Mstep: Class 19 contains 986 members 
Mstep: Class 20 contains 2341 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8723 members 
Mstep: Class 36 contains 294297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471890.000000 Penalty: 21605.181641
Iteration 387Q: 37 clusters Score -2.747189e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7515 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50255 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 84950 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14217 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2926 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49489 members 
Mstep: Class 19 contains 986 members 
Mstep: Class 20 contains 2336 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8761 members 
Mstep: Class 36 contains 294302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471914.000000 Penalty: 21605.181641
Iteration 388Q: 37 clusters Score -2.747191e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 7512 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50302 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 84752 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14300 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2923 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49488 members 
Mstep: Class 19 contains 986 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8802 members 
Mstep: Class 36 contains 294317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471912.000000 Penalty: 21605.181641
Iteration 389Q: 37 clusters Score -2.747191e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7508 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50345 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 84567 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14367 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2923 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49489 members 
Mstep: Class 19 contains 986 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8828 members 
Mstep: Class 36 contains 294356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471892.000000 Penalty: 21605.181641
Iteration 390Q: 37 clusters Score -2.747189e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7507 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50378 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 84370 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14430 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2923 members 
Mstep: Class 16 contains 1489 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49486 members 
Mstep: Class 19 contains 985 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8853 members 
Mstep: Class 36 contains 294414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471846.000000 Penalty: 21605.181641
Iteration 391Q: 37 clusters Score -2.747185e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7506 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50418 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 84165 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14499 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2917 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49485 members 
Mstep: Class 19 contains 985 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8880 members 
Mstep: Class 36 contains 294463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471802.000000 Penalty: 21605.181641
Iteration 392Q: 37 clusters Score -2.74718e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7504 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50469 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 83967 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14563 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2912 members 
Mstep: Class 16 contains 1491 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49487 members 
Mstep: Class 19 contains 984 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8904 members 
Mstep: Class 36 contains 294507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471814.000000 Penalty: 21605.181641
Iteration 393Q: 37 clusters Score -2.747181e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7501 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50522 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 83768 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14634 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2910 members 
Mstep: Class 16 contains 1493 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49488 members 
Mstep: Class 19 contains 984 members 
Mstep: Class 20 contains 2338 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8943 members 
Mstep: Class 36 contains 294530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471736.000000 Penalty: 21605.181641
Iteration 394Q: 37 clusters Score -2.747174e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7500 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50586 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 83570 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14686 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2908 members 
Mstep: Class 16 contains 1496 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49494 members 
Mstep: Class 19 contains 983 members 
Mstep: Class 20 contains 2336 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8976 members 
Mstep: Class 36 contains 294556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471746.000000 Penalty: 21605.181641
Iteration 395Q: 37 clusters Score -2.747175e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50670 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 83388 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14729 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2906 members 
Mstep: Class 16 contains 1496 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49494 members 
Mstep: Class 19 contains 982 members 
Mstep: Class 20 contains 2337 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 8999 members 
Mstep: Class 36 contains 294572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471732.000000 Penalty: 21605.181641
Iteration 396Q: 37 clusters Score -2.747173e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7498 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50747 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 83195 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14774 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2904 members 
Mstep: Class 16 contains 1496 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49493 members 
Mstep: Class 19 contains 982 members 
Mstep: Class 20 contains 2339 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9012 members 
Mstep: Class 36 contains 294604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471706.000000 Penalty: 21605.181641
Iteration 397Q: 37 clusters Score -2.747171e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7498 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50808 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 82994 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14822 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2904 members 
Mstep: Class 16 contains 1496 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49494 members 
Mstep: Class 19 contains 982 members 
Mstep: Class 20 contains 2342 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9045 members 
Mstep: Class 36 contains 294622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471666.000000 Penalty: 21605.181641
Iteration 398Q: 37 clusters Score -2.747167e+07 nChanged 361
Entering ConstructFrom: 
Score: -27471666.000000 Penalty: 21605.181641
Entering ConstructFrom: 
Trying to split cluster 1 (3405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Entering Unmasked Estep 
Score: -185894.671875 Penalty: 370.051514
	Iteration 0F: 2 clusters Score -185894.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -183564.031250 Penalty: 740.103027
	Iteration 0F: 3 clusters Score -183564 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -184462.984375 Penalty: 740.103027
	Iteration 1F: 3 clusters Score -184463 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -184633.140625 Penalty: 740.103027
	Iteration 2F: 3 clusters Score -184633.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -184796.187500 Penalty: 740.103027
	Iteration 3F: 3 clusters Score -184796.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -184979.734375 Penalty: 740.103027
	Iteration 4F: 3 clusters Score -184979.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -185126.031250 Penalty: 740.103027
	Iteration 5F: 3 clusters Score -185126 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -185252.484375 Penalty: 740.103027
	Iteration 6F: 3 clusters Score -185252.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -185317.750000 Penalty: 740.103027
	Iteration 7Q: 3 clusters Score -185317.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -185352.921875 Penalty: 740.103027
	Iteration 8Q: 3 clusters Score -185352.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -185375.140625 Penalty: 740.103027
	Iteration 9Q: 3 clusters Score -185375.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -185390.250000 Penalty: 740.103027
	Iteration 10Q: 3 clusters Score -185390.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -185402.703125 Penalty: 740.103027
	Iteration 11Q: 3 clusters Score -185402.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -185411.140625 Penalty: 740.103027
	Iteration 12Q: 3 clusters Score -185411.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -185416.609375 Penalty: 740.103027
	Iteration 13Q: 3 clusters Score -185416.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -185419.484375 Penalty: 740.103027
	Iteration 14Q: 3 clusters Score -185419.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -185420.812500 Penalty: 740.103027
	Iteration 15Q: 3 clusters Score -185420.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -185421.375000 Penalty: 740.103027
	Iteration 16Q: 3 clusters Score -185421.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -185421.734375 Penalty: 740.103027
	Iteration 17Q: 3 clusters Score -185421.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -185422.296875 Penalty: 740.103027
	Iteration 18Q: 3 clusters Score -185422.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -185422.625000 Penalty: 740.103027
	Iteration 19Q: 3 clusters Score -185422.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -185422.812500 Penalty: 740.103027
	Iteration 20F: 3 clusters Score -185422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -185423.156250 Penalty: 740.103027
	Iteration 21Q: 3 clusters Score -185423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -185423.609375 Penalty: 740.103027
	Iteration 22Q: 3 clusters Score -185423.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -185423.640625 Penalty: 740.103027
	Iteration 23Q: 3 clusters Score -185423.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -185423.687500 Penalty: 740.103027
	Iteration 24Q: 3 clusters Score -185423.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -185423.765625 Penalty: 740.103027
	Iteration 25Q: 3 clusters Score -185423.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -185423.765625 Penalty: 740.103027
	Iteration 26F: 3 clusters Score -185423.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Entering Unmasked Estep 
Score: -370130.343750 Penalty: 405.962769
	Iteration 0F: 2 clusters Score -370130.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -365179.875000 Penalty: 811.925537
	Iteration 0F: 3 clusters Score -365179.9 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -367293.531250 Penalty: 811.925537
	Iteration 1F: 3 clusters Score -367293.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -367604.375000 Penalty: 811.925537
	Iteration 2F: 3 clusters Score -367604.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -368019.031250 Penalty: 811.925537
	Iteration 3F: 3 clusters Score -368019 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -368524.312500 Penalty: 811.925537
	Iteration 4F: 3 clusters Score -368524.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -368962.437500 Penalty: 811.925537
	Iteration 5F: 3 clusters Score -368962.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -369283.218750 Penalty: 811.925537
	Iteration 6F: 3 clusters Score -369283.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -369458.562500 Penalty: 811.925537
	Iteration 7Q: 3 clusters Score -369458.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -369576.281250 Penalty: 811.925537
	Iteration 8Q: 3 clusters Score -369576.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -369668.781250 Penalty: 811.925537
	Iteration 9Q: 3 clusters Score -369668.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -369747.375000 Penalty: 811.925537
	Iteration 10Q: 3 clusters Score -369747.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -369797.531250 Penalty: 811.925537
	Iteration 11Q: 3 clusters Score -369797.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -369823.593750 Penalty: 811.925537
	Iteration 12Q: 3 clusters Score -369823.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -369837.750000 Penalty: 811.925537
	Iteration 13Q: 3 clusters Score -369837.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -369844.812500 Penalty: 811.925537
	Iteration 14Q: 3 clusters Score -369844.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -369852.218750 Penalty: 811.925537
	Iteration 15Q: 3 clusters Score -369852.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -369858.406250 Penalty: 811.925537
	Iteration 16Q: 3 clusters Score -369858.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -369862.906250 Penalty: 811.925537
	Iteration 17Q: 3 clusters Score -369862.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -369869.281250 Penalty: 811.925537
	Iteration 18Q: 3 clusters Score -369869.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -369871.156250 Penalty: 811.925537
	Iteration 19Q: 3 clusters Score -369871.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -369875.156250 Penalty: 811.925537
	Iteration 20F: 3 clusters Score -369875.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -369878.937500 Penalty: 811.925537
	Iteration 21Q: 3 clusters Score -369878.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -369884.031250 Penalty: 811.925537
	Iteration 22Q: 3 clusters Score -369884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -369889.218750 Penalty: 811.925537
	Iteration 23Q: 3 clusters Score -369889.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -369895.968750 Penalty: 811.925537
	Iteration 24Q: 3 clusters Score -369896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -369903.093750 Penalty: 811.925537
	Iteration 25Q: 3 clusters Score -369903.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -369911.375000 Penalty: 811.925537
	Iteration 26Q: 3 clusters Score -369911.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -369916.468750 Penalty: 811.925537
	Iteration 27Q: 3 clusters Score -369916.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -369920.625000 Penalty: 811.925537
	Iteration 28Q: 3 clusters Score -369920.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -369922.437500 Penalty: 811.925537
	Iteration 29Q: 3 clusters Score -369922.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -369924.437500 Penalty: 811.925537
	Iteration 30Q: 3 clusters Score -369924.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -369926.062500 Penalty: 811.925537
	Iteration 31Q: 3 clusters Score -369926.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -369926.187500 Penalty: 811.925537
	Iteration 32Q: 3 clusters Score -369926.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -369927.656250 Penalty: 811.925537
	Iteration 33Q: 3 clusters Score -369927.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -369928.468750 Penalty: 811.925537
	Iteration 34Q: 3 clusters Score -369928.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -369929.062500 Penalty: 811.925537
	Iteration 35Q: 3 clusters Score -369929.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -369929.937500 Penalty: 811.925537
	Iteration 36Q: 3 clusters Score -369929.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -369931.031250 Penalty: 811.925537
	Iteration 37Q: 3 clusters Score -369931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -369932.593750 Penalty: 811.925537
	Iteration 38Q: 3 clusters Score -369932.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -369934.593750 Penalty: 811.925537
	Iteration 39Q: 3 clusters Score -369934.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -369935.187500 Penalty: 811.925537
	Iteration 40F: 3 clusters Score -369935.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -369936.437500 Penalty: 811.925537
	Iteration 41Q: 3 clusters Score -369936.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -369936.625000 Penalty: 811.925537
	Iteration 42Q: 3 clusters Score -369936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -369936.687500 Penalty: 811.925537
	Iteration 43Q: 3 clusters Score -369936.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -369937.156250 Penalty: 811.925537
	Iteration 44Q: 3 clusters Score -369937.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -369937.843750 Penalty: 811.925537
	Iteration 45Q: 3 clusters Score -369937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -369938.156250 Penalty: 811.925537
	Iteration 46Q: 3 clusters Score -369938.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -369937.718750 Penalty: 811.925537
	Iteration 47Q: 3 clusters Score -369937.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -369938.812500 Penalty: 811.925537
	Iteration 48Q: 3 clusters Score -369938.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -369938.812500 Penalty: 811.925537
	Iteration 49F: 3 clusters Score -369938.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -14627.034180 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -14627.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14254.305664 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -14254.31 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14345.590820 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -14345.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14394.171875 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -14394.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14416.167969 Penalty: 525.201111
	Iteration 3F: 3 clusters Score -14416.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14420.136719 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -14420.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14424.592773 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -14424.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14428.740234 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -14428.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14430.373047 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -14430.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14432.125000 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -14432.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14435.055664 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -14435.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14441.547852 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -14441.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14447.686523 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -14447.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14448.987305 Penalty: 525.201111
	Iteration 12Q: 3 clusters Score -14448.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14449.696289 Penalty: 525.201111
	Iteration 13Q: 3 clusters Score -14449.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14449.696289 Penalty: 525.201111
	Iteration 14F: 3 clusters Score -14449.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Entering Unmasked Estep 
Score: -2802347.000000 Penalty: 493.086578
	Iteration 0F: 2 clusters Score -2802347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -2768152.000000 Penalty: 986.173157
	Iteration 0F: 3 clusters Score -2768152 nChanged 24677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -2784865.000000 Penalty: 986.173157
	Iteration 1F: 3 clusters Score -2784865 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -2787689.250000 Penalty: 986.173157
	Iteration 2F: 3 clusters Score -2787689 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -2791474.250000 Penalty: 986.173157
	Iteration 3F: 3 clusters Score -2791474 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -2795336.000000 Penalty: 986.173157
	Iteration 4F: 3 clusters Score -2795336 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -2797926.500000 Penalty: 986.173157
	Iteration 5F: 3 clusters Score -2797926 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -2799024.250000 Penalty: 986.173157
	Iteration 6Q: 3 clusters Score -2799024 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -2799398.500000 Penalty: 986.173157
	Iteration 7Q: 3 clusters Score -2799398 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -2799649.750000 Penalty: 986.173157
	Iteration 8Q: 3 clusters Score -2799650 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -2799865.000000 Penalty: 986.173157
	Iteration 9Q: 3 clusters Score -2799865 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -2800050.750000 Penalty: 986.173157
	Iteration 10Q: 3 clusters Score -2800051 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -2800227.750000 Penalty: 986.173157
	Iteration 11Q: 3 clusters Score -2800228 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -2800370.500000 Penalty: 986.173157
	Iteration 12Q: 3 clusters Score -2800370 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -2800516.250000 Penalty: 986.173157
	Iteration 13Q: 3 clusters Score -2800516 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -2800634.500000 Penalty: 986.173157
	Iteration 14Q: 3 clusters Score -2800634 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -2800752.750000 Penalty: 986.173157
	Iteration 15Q: 3 clusters Score -2800753 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -2800871.250000 Penalty: 986.173157
	Iteration 16Q: 3 clusters Score -2800871 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -2800997.500000 Penalty: 986.173157
	Iteration 17Q: 3 clusters Score -2800998 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -2801099.750000 Penalty: 986.173157
	Iteration 18Q: 3 clusters Score -2801100 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -2801177.750000 Penalty: 986.173157
	Iteration 19Q: 3 clusters Score -2801178 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -2801262.500000 Penalty: 986.173157
	Iteration 20F: 3 clusters Score -2801262 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -2801334.750000 Penalty: 986.173157
	Iteration 21Q: 3 clusters Score -2801335 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -2801388.750000 Penalty: 986.173157
	Iteration 22Q: 3 clusters Score -2801389 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -2801425.750000 Penalty: 986.173157
	Iteration 23Q: 3 clusters Score -2801426 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -2801491.250000 Penalty: 986.173157
	Iteration 24Q: 3 clusters Score -2801491 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -2801538.500000 Penalty: 986.173157
	Iteration 25Q: 3 clusters Score -2801538 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -2801597.500000 Penalty: 986.173157
	Iteration 26Q: 3 clusters Score -2801598 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -2801659.750000 Penalty: 986.173157
	Iteration 27Q: 3 clusters Score -2801660 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -2801713.000000 Penalty: 986.173157
	Iteration 28Q: 3 clusters Score -2801713 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -2801778.500000 Penalty: 986.173157
	Iteration 29Q: 3 clusters Score -2801778 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -2801830.000000 Penalty: 986.173157
	Iteration 30Q: 3 clusters Score -2801830 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -2801870.750000 Penalty: 986.173157
	Iteration 31Q: 3 clusters Score -2801871 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -2801917.000000 Penalty: 986.173157
	Iteration 32Q: 3 clusters Score -2801917 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -2801953.750000 Penalty: 986.173157
	Iteration 33Q: 3 clusters Score -2801954 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -2801982.500000 Penalty: 986.173157
	Iteration 34Q: 3 clusters Score -2801982 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -2802024.500000 Penalty: 986.173157
	Iteration 35Q: 3 clusters Score -2802024 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -2802036.000000 Penalty: 986.173157
	Iteration 36Q: 3 clusters Score -2802036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -2802069.250000 Penalty: 986.173157
	Iteration 37Q: 3 clusters Score -2802069 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -2802086.250000 Penalty: 986.173157
	Iteration 38Q: 3 clusters Score -2802086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -2802099.500000 Penalty: 986.173157
	Iteration 39Q: 3 clusters Score -2802100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -2802113.750000 Penalty: 986.173157
	Iteration 40F: 3 clusters Score -2802114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -2802121.750000 Penalty: 986.173157
	Iteration 41Q: 3 clusters Score -2802122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -2802135.000000 Penalty: 986.173157
	Iteration 42Q: 3 clusters Score -2802135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -2802141.250000 Penalty: 986.173157
	Iteration 43Q: 3 clusters Score -2802141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 49714 members 
Entering Unmasked Estep 
Score: -2802151.500000 Penalty: 986.173157
	Iteration 44Q: 3 clusters Score -2802152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -2802158.250000 Penalty: 986.173157
	Iteration 45Q: 3 clusters Score -2802158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -2802171.250000 Penalty: 986.173157
	Iteration 46Q: 3 clusters Score -2802171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -2802176.500000 Penalty: 986.173157
	Iteration 47Q: 3 clusters Score -2802176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -2802177.500000 Penalty: 986.173157
	Iteration 48Q: 3 clusters Score -2802178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -2802181.500000 Penalty: 986.173157
	Iteration 49Q: 3 clusters Score -2802182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -2802190.250000 Penalty: 986.173157
	Iteration 50Q: 3 clusters Score -2802190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -2802192.000000 Penalty: 986.173157
	Iteration 51Q: 3 clusters Score -2802192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -2802202.250000 Penalty: 986.173157
	Iteration 52Q: 3 clusters Score -2802202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -2802199.250000 Penalty: 986.173157
	Iteration 53Q: 3 clusters Score -2802199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -2802198.500000 Penalty: 986.173157
	Iteration 54Q: 3 clusters Score -2802198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -2802199.000000 Penalty: 986.173157
	Iteration 55Q: 3 clusters Score -2802199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -2802200.250000 Penalty: 986.173157
	Iteration 56Q: 3 clusters Score -2802200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -2802197.750000 Penalty: 986.173157
	Iteration 57Q: 3 clusters Score -2802198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -2802205.500000 Penalty: 986.173157
	Iteration 58Q: 3 clusters Score -2802206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -2802207.250000 Penalty: 986.173157
	Iteration 59Q: 3 clusters Score -2802207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -2802213.000000 Penalty: 986.173157
	Iteration 60F: 3 clusters Score -2802213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -2802217.000000 Penalty: 986.173157
	Iteration 61Q: 3 clusters Score -2802217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -2802217.500000 Penalty: 986.173157
	Iteration 62Q: 3 clusters Score -2802218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -2802220.750000 Penalty: 986.173157
	Iteration 63Q: 3 clusters Score -2802221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -2802220.750000 Penalty: 986.173157
	Iteration 64Q: 3 clusters Score -2802221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -2802222.750000 Penalty: 986.173157
	Iteration 65Q: 3 clusters Score -2802223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -2802221.750000 Penalty: 986.173157
	Iteration 66Q: 3 clusters Score -2802222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -2802220.250000 Penalty: 986.173157
	Iteration 67Q: 3 clusters Score -2802220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -2802220.750000 Penalty: 986.173157
	Iteration 68Q: 3 clusters Score -2802221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -2802221.000000 Penalty: 986.173157
	Iteration 69Q: 3 clusters Score -2802221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -2802221.000000 Penalty: 986.173157
	Iteration 70F: 3 clusters Score -2802221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -26811.201172 Penalty: 283.576385
	Iteration 0F: 2 clusters Score -26811.2 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 249 members 
Entering Unmasked Estep 
Score: -26319.861328 Penalty: 567.152771
	Iteration 0F: 3 clusters Score -26319.86 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26410.638672 Penalty: 567.152771
	Iteration 1F: 3 clusters Score -26410.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26430.857422 Penalty: 567.152771
	Iteration 2F: 3 clusters Score -26430.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26450.515625 Penalty: 567.152771
	Iteration 3Q: 3 clusters Score -26450.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26465.339844 Penalty: 567.152771
	Iteration 4Q: 3 clusters Score -26465.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26476.306641 Penalty: 567.152771
	Iteration 5Q: 3 clusters Score -26476.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26482.523438 Penalty: 567.152771
	Iteration 6Q: 3 clusters Score -26482.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26487.152344 Penalty: 567.152771
	Iteration 7Q: 3 clusters Score -26487.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26490.330078 Penalty: 567.152771
	Iteration 8Q: 3 clusters Score -26490.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26491.818359 Penalty: 567.152771
	Iteration 9Q: 3 clusters Score -26491.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26492.734375 Penalty: 567.152771
	Iteration 10Q: 3 clusters Score -26492.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26492.998047 Penalty: 567.152771
	Iteration 11Q: 3 clusters Score -26493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26493.234375 Penalty: 567.152771
	Iteration 12Q: 3 clusters Score -26493.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26493.234375 Penalty: 567.152771
	Iteration 13F: 3 clusters Score -26493.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (82785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82785 members 
Entering Unmasked Estep 
Score: -4480608.000000 Penalty: 515.242126
	Iteration 0F: 2 clusters Score -4480608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -4424689.000000 Penalty: 1030.484253
	Iteration 0F: 3 clusters Score -4424689 nChanged 40382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -4450024.000000 Penalty: 1030.484253
	Iteration 1F: 3 clusters Score -4450024 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -4452712.000000 Penalty: 1030.484253
	Iteration 2F: 3 clusters Score -4452712 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -4456825.500000 Penalty: 1030.484253
	Iteration 3F: 3 clusters Score -4456826 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -4461601.500000 Penalty: 1030.484253
	Iteration 4F: 3 clusters Score -4461602 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -4464822.000000 Penalty: 1030.484253
	Iteration 5F: 3 clusters Score -4464822 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -4465981.000000 Penalty: 1030.484253
	Iteration 6Q: 3 clusters Score -4465981 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -4466326.000000 Penalty: 1030.484253
	Iteration 7Q: 3 clusters Score -4466326 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -4466510.500000 Penalty: 1030.484253
	Iteration 8Q: 3 clusters Score -4466510 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -4466693.000000 Penalty: 1030.484253
	Iteration 9Q: 3 clusters Score -4466693 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -4466872.000000 Penalty: 1030.484253
	Iteration 10Q: 3 clusters Score -4466872 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -4467098.500000 Penalty: 1030.484253
	Iteration 11Q: 3 clusters Score -4467098 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -4467331.000000 Penalty: 1030.484253
	Iteration 12Q: 3 clusters Score -4467331 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -4467538.000000 Penalty: 1030.484253
	Iteration 13Q: 3 clusters Score -4467538 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -4467790.500000 Penalty: 1030.484253
	Iteration 14Q: 3 clusters Score -4467790 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -4468005.000000 Penalty: 1030.484253
	Iteration 15Q: 3 clusters Score -4468005 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -4468279.500000 Penalty: 1030.484253
	Iteration 16Q: 3 clusters Score -4468280 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -4468542.000000 Penalty: 1030.484253
	Iteration 17Q: 3 clusters Score -4468542 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -4468854.000000 Penalty: 1030.484253
	Iteration 18Q: 3 clusters Score -4468854 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -4469166.500000 Penalty: 1030.484253
	Iteration 19Q: 3 clusters Score -4469166 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -4469549.000000 Penalty: 1030.484253
	Iteration 20F: 3 clusters Score -4469549 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -4469968.500000 Penalty: 1030.484253
	Iteration 21Q: 3 clusters Score -4469968 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -4470448.500000 Penalty: 1030.484253
	Iteration 22Q: 3 clusters Score -4470448 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -4471043.000000 Penalty: 1030.484253
	Iteration 23Q: 3 clusters Score -4471043 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -4471733.500000 Penalty: 1030.484253
	Iteration 24Q: 3 clusters Score -4471734 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -4472508.500000 Penalty: 1030.484253
	Iteration 25Q: 3 clusters Score -4472508 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -4473278.000000 Penalty: 1030.484253
	Iteration 26Q: 3 clusters Score -4473278 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -4474031.000000 Penalty: 1030.484253
	Iteration 27Q: 3 clusters Score -4474031 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -4474686.000000 Penalty: 1030.484253
	Iteration 28Q: 3 clusters Score -4474686 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -4475244.000000 Penalty: 1030.484253
	Iteration 29Q: 3 clusters Score -4475244 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -4475672.500000 Penalty: 1030.484253
	Iteration 30Q: 3 clusters Score -4475672 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -4476028.000000 Penalty: 1030.484253
	Iteration 31Q: 3 clusters Score -4476028 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -4476272.000000 Penalty: 1030.484253
	Iteration 32Q: 3 clusters Score -4476272 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -4476444.500000 Penalty: 1030.484253
	Iteration 33Q: 3 clusters Score -4476444 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -4476597.000000 Penalty: 1030.484253
	Iteration 34Q: 3 clusters Score -4476597 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4476703.000000 Penalty: 1030.484253
	Iteration 35Q: 3 clusters Score -4476703 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -4476786.000000 Penalty: 1030.484253
	Iteration 36Q: 3 clusters Score -4476786 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -4476864.500000 Penalty: 1030.484253
	Iteration 37Q: 3 clusters Score -4476864 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -4476921.000000 Penalty: 1030.484253
	Iteration 38Q: 3 clusters Score -4476921 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -4476984.500000 Penalty: 1030.484253
	Iteration 39Q: 3 clusters Score -4476984 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56986 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -4477100.500000 Penalty: 1030.484253
	Iteration 40F: 3 clusters Score -4477100 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -4477166.500000 Penalty: 1030.484253
	Iteration 41Q: 3 clusters Score -4477166 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -4477266.500000 Penalty: 1030.484253
	Iteration 42Q: 3 clusters Score -4477266 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -4477349.000000 Penalty: 1030.484253
	Iteration 43Q: 3 clusters Score -4477349 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -4477412.000000 Penalty: 1030.484253
	Iteration 44Q: 3 clusters Score -4477412 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59666 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -4477488.500000 Penalty: 1030.484253
	Iteration 45Q: 3 clusters Score -4477488 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -4477553.500000 Penalty: 1030.484253
	Iteration 46Q: 3 clusters Score -4477554 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -4477622.000000 Penalty: 1030.484253
	Iteration 47Q: 3 clusters Score -4477622 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -4477695.000000 Penalty: 1030.484253
	Iteration 48Q: 3 clusters Score -4477695 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4477767.500000 Penalty: 1030.484253
	Iteration 49Q: 3 clusters Score -4477768 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -4477854.500000 Penalty: 1030.484253
	Iteration 50Q: 3 clusters Score -4477854 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -4477905.500000 Penalty: 1030.484253
	Iteration 51Q: 3 clusters Score -4477906 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -4477962.500000 Penalty: 1030.484253
	Iteration 52Q: 3 clusters Score -4477962 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63280 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -4478023.500000 Penalty: 1030.484253
	Iteration 53Q: 3 clusters Score -4478024 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -4478099.500000 Penalty: 1030.484253
	Iteration 54Q: 3 clusters Score -4478100 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -4478143.000000 Penalty: 1030.484253
	Iteration 55Q: 3 clusters Score -4478143 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -4478187.000000 Penalty: 1030.484253
	Iteration 56Q: 3 clusters Score -4478187 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64935 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -4478225.000000 Penalty: 1030.484253
	Iteration 57Q: 3 clusters Score -4478225 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -4478285.000000 Penalty: 1030.484253
	Iteration 58Q: 3 clusters Score -4478285 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65686 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -4478330.500000 Penalty: 1030.484253
	Iteration 59Q: 3 clusters Score -4478330 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -4478371.000000 Penalty: 1030.484253
	Iteration 60F: 3 clusters Score -4478371 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -4478416.500000 Penalty: 1030.484253
	Iteration 61Q: 3 clusters Score -4478416 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66843 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4478467.000000 Penalty: 1030.484253
	Iteration 62Q: 3 clusters Score -4478467 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -4478535.500000 Penalty: 1030.484253
	Iteration 63Q: 3 clusters Score -4478536 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67561 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -4478572.000000 Penalty: 1030.484253
	Iteration 64Q: 3 clusters Score -4478572 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -4478606.000000 Penalty: 1030.484253
	Iteration 65Q: 3 clusters Score -4478606 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -4478636.000000 Penalty: 1030.484253
	Iteration 66Q: 3 clusters Score -4478636 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -4478709.500000 Penalty: 1030.484253
	Iteration 67Q: 3 clusters Score -4478710 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68967 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -4478781.500000 Penalty: 1030.484253
	Iteration 68Q: 3 clusters Score -4478782 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -4478833.500000 Penalty: 1030.484253
	Iteration 69Q: 3 clusters Score -4478834 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -4478886.500000 Penalty: 1030.484253
	Iteration 70Q: 3 clusters Score -4478886 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70008 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -4478953.500000 Penalty: 1030.484253
	Iteration 71Q: 3 clusters Score -4478954 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70346 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -4478976.000000 Penalty: 1030.484253
	Iteration 72Q: 3 clusters Score -4478976 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70659 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4479034.500000 Penalty: 1030.484253
	Iteration 73Q: 3 clusters Score -4479034 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -4479062.500000 Penalty: 1030.484253
	Iteration 74Q: 3 clusters Score -4479062 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71225 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -4479098.500000 Penalty: 1030.484253
	Iteration 75Q: 3 clusters Score -4479098 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71498 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -4479156.000000 Penalty: 1030.484253
	Iteration 76Q: 3 clusters Score -4479156 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -4479177.000000 Penalty: 1030.484253
	Iteration 77Q: 3 clusters Score -4479177 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71975 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -4479203.000000 Penalty: 1030.484253
	Iteration 78Q: 3 clusters Score -4479203 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72181 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4479215.500000 Penalty: 1030.484253
	Iteration 79Q: 3 clusters Score -4479216 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -4479234.500000 Penalty: 1030.484253
	Iteration 80F: 3 clusters Score -4479234 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -4479253.500000 Penalty: 1030.484253
	Iteration 81Q: 3 clusters Score -4479254 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -4479289.000000 Penalty: 1030.484253
	Iteration 82Q: 3 clusters Score -4479289 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73038 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -4479316.500000 Penalty: 1030.484253
	Iteration 83Q: 3 clusters Score -4479316 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4479332 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4479355 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73617 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4479376 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4479402 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4479420 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74064 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4479430 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74180 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4479434 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74300 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4479438 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74430 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4479452 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4479472 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74654 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4479478 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4479482 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74834 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4479488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4479478 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -4479505.500000 Penalty: 1030.484253
	Iteration 98Q: 3 clusters Score -4479506 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4479505 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75240 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -4479514.500000 Penalty: 1030.484253
	Iteration 100F: 3 clusters Score -4479514 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4479523 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75463 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4479536 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75587 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4479546 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4479544 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4479564 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4479573 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76124 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4479592 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76251 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -4479603.500000 Penalty: 1030.484253
	Iteration 108Q: 3 clusters Score -4479604 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -4479623.000000 Penalty: 1030.484253
	Iteration 109Q: 3 clusters Score -4479623 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -4479655.500000 Penalty: 1030.484253
	Iteration 110Q: 3 clusters Score -4479656 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76611 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -4479671.500000 Penalty: 1030.484253
	Iteration 111Q: 3 clusters Score -4479672 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -4479690.000000 Penalty: 1030.484253
	Iteration 112Q: 3 clusters Score -4479690 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -4479701.000000 Penalty: 1030.484253
	Iteration 113Q: 3 clusters Score -4479701 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76940 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4479700 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77044 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4479715 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4479734 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77216 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4479743 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4479750 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4479762 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -4479780.000000 Penalty: 1030.484253
	Iteration 120F: 3 clusters Score -4479780 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77581 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -4479785.500000 Penalty: 1030.484253
	Iteration 121Q: 3 clusters Score -4479786 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -4479787.500000 Penalty: 1030.484253
	Iteration 122Q: 3 clusters Score -4479788 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77735 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -4479801.500000 Penalty: 1030.484253
	Iteration 123Q: 3 clusters Score -4479802 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -4479802.000000 Penalty: 1030.484253
	Iteration 124Q: 3 clusters Score -4479802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -4479809.000000 Penalty: 1030.484253
	Iteration 125Q: 3 clusters Score -4479809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77933 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -4479816.500000 Penalty: 1030.484253
	Iteration 126Q: 3 clusters Score -4479816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77989 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -4479824.500000 Penalty: 1030.484253
	Iteration 127Q: 3 clusters Score -4479824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78040 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -4479828.500000 Penalty: 1030.484253
	Iteration 128Q: 3 clusters Score -4479828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78076 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -4479823.500000 Penalty: 1030.484253
	Iteration 129Q: 3 clusters Score -4479824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -4479818.500000 Penalty: 1030.484253
	Iteration 130Q: 3 clusters Score -4479818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -4479821.000000 Penalty: 1030.484253
	Iteration 131Q: 3 clusters Score -4479821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78177 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -4479817.000000 Penalty: 1030.484253
	Iteration 132Q: 3 clusters Score -4479817 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -4479817.000000 Penalty: 1030.484253
	Iteration 133Q: 3 clusters Score -4479817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78254 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -4479812.500000 Penalty: 1030.484253
	Iteration 134Q: 3 clusters Score -4479812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -4479818.000000 Penalty: 1030.484253
	Iteration 135Q: 3 clusters Score -4479818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78319 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -4479819.500000 Penalty: 1030.484253
	Iteration 136Q: 3 clusters Score -4479820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78351 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -4479815.000000 Penalty: 1030.484253
	Iteration 137Q: 3 clusters Score -4479815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78377 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -4479824.500000 Penalty: 1030.484253
	Iteration 138Q: 3 clusters Score -4479824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78409 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -4479831.500000 Penalty: 1030.484253
	Iteration 139Q: 3 clusters Score -4479832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4479834.500000 Penalty: 1030.484253
	Iteration 140F: 3 clusters Score -4479834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78463 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -4479838.000000 Penalty: 1030.484253
	Iteration 141Q: 3 clusters Score -4479838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78498 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -4479831.000000 Penalty: 1030.484253
	Iteration 142Q: 3 clusters Score -4479831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -4479826.500000 Penalty: 1030.484253
	Iteration 143Q: 3 clusters Score -4479826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78583 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -4479833.500000 Penalty: 1030.484253
	Iteration 144Q: 3 clusters Score -4479834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78622 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -4479841.500000 Penalty: 1030.484253
	Iteration 145Q: 3 clusters Score -4479842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78654 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -4479842.000000 Penalty: 1030.484253
	Iteration 146Q: 3 clusters Score -4479842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4479847.000000 Penalty: 1030.484253
	Iteration 147Q: 3 clusters Score -4479847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -4479851.500000 Penalty: 1030.484253
	Iteration 148Q: 3 clusters Score -4479852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78732 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -4479853.000000 Penalty: 1030.484253
	Iteration 149Q: 3 clusters Score -4479853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78759 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -4479855.500000 Penalty: 1030.484253
	Iteration 150Q: 3 clusters Score -4479856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78779 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -4479851.000000 Penalty: 1030.484253
	Iteration 151Q: 3 clusters Score -4479851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78796 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -4479847.500000 Penalty: 1030.484253
	Iteration 152Q: 3 clusters Score -4479848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78810 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4479853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78831 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -4479844.000000 Penalty: 1030.484253
	Iteration 154Q: 3 clusters Score -4479844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78846 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4479845.500000 Penalty: 1030.484253
	Iteration 155Q: 3 clusters Score -4479846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78858 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -4479851.500000 Penalty: 1030.484253
	Iteration 156Q: 3 clusters Score -4479852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -4479853.000000 Penalty: 1030.484253
	Iteration 157Q: 3 clusters Score -4479853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -4479855.500000 Penalty: 1030.484253
	Iteration 158Q: 3 clusters Score -4479856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -4479856.500000 Penalty: 1030.484253
	Iteration 159Q: 3 clusters Score -4479856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78893 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -4479852.000000 Penalty: 1030.484253
	Iteration 160F: 3 clusters Score -4479852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -4479854.500000 Penalty: 1030.484253
	Iteration 161Q: 3 clusters Score -4479854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4479854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -4479857.000000 Penalty: 1030.484253
	Iteration 163Q: 3 clusters Score -4479857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -4479855.000000 Penalty: 1030.484253
	Iteration 164Q: 3 clusters Score -4479855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -4479857.000000 Penalty: 1030.484253
	Iteration 165Q: 3 clusters Score -4479857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78921 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4479856.500000 Penalty: 1030.484253
	Iteration 166Q: 3 clusters Score -4479856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78924 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -4479852.000000 Penalty: 1030.484253
	Iteration 167Q: 3 clusters Score -4479852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78926 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -4479853.500000 Penalty: 1030.484253
	Iteration 168Q: 3 clusters Score -4479854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4479856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
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	Iteration 170F: 3 clusters Score -4479856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -29574.289062 Penalty: 290.679535
	Iteration 0F: 2 clusters Score -29574.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -29062.34 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -29325.242188 Penalty: 581.359070
	Iteration 1F: 3 clusters Score -29325.24 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -29387.287109 Penalty: 581.359070
	Iteration 2F: 3 clusters Score -29387.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -29415.259766 Penalty: 581.359070
	Iteration 3F: 3 clusters Score -29415.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -29434.443359 Penalty: 581.359070
	Iteration 4Q: 3 clusters Score -29434.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -29440.050781 Penalty: 581.359070
	Iteration 5Q: 3 clusters Score -29440.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -29444.216797 Penalty: 581.359070
	Iteration 6Q: 3 clusters Score -29444.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -29449.955078 Penalty: 581.359070
	Iteration 7Q: 3 clusters Score -29449.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -29452.562500 Penalty: 581.359070
	Iteration 8Q: 3 clusters Score -29452.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -29454.855469 Penalty: 581.359070
	Iteration 9Q: 3 clusters Score -29454.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -29458.156250 Penalty: 581.359070
	Iteration 10Q: 3 clusters Score -29458.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -29459.779297 Penalty: 581.359070
	Iteration 11Q: 3 clusters Score -29459.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -29461.007812 Penalty: 581.359070
	Iteration 12Q: 3 clusters Score -29461.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -29462.796875 Penalty: 581.359070
	Iteration 13Q: 3 clusters Score -29462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -29463.330078 Penalty: 581.359070
	Iteration 14Q: 3 clusters Score -29463.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -29463.330078 Penalty: 581.359070
	Iteration 15F: 3 clusters Score -29463.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -40209.554688 Penalty: 308.331055
	Iteration 0F: 2 clusters Score -40209.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -39484.281250 Penalty: 616.662109
	Iteration 0F: 3 clusters Score -39484.28 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39698.371094 Penalty: 616.662109
	Iteration 1F: 3 clusters Score -39698.37 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -39766.535156 Penalty: 616.662109
	Iteration 2F: 3 clusters Score -39766.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -39812.726562 Penalty: 616.662109
	Iteration 3F: 3 clusters Score -39812.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -39847.156250 Penalty: 616.662109
	Iteration 4Q: 3 clusters Score -39847.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -39881.242188 Penalty: 616.662109
	Iteration 5Q: 3 clusters Score -39881.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -39897.796875 Penalty: 616.662109
	Iteration 6Q: 3 clusters Score -39897.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39914.980469 Penalty: 616.662109
	Iteration 7Q: 3 clusters Score -39914.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -39932.566406 Penalty: 616.662109
	Iteration 8Q: 3 clusters Score -39932.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -39946.234375 Penalty: 616.662109
	Iteration 9Q: 3 clusters Score -39946.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -39958.042969 Penalty: 616.662109
	Iteration 10Q: 3 clusters Score -39958.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39969.074219 Penalty: 616.662109
	Iteration 11Q: 3 clusters Score -39969.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39974.503906 Penalty: 616.662109
	Iteration 12Q: 3 clusters Score -39974.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39978.460938 Penalty: 616.662109
	Iteration 13Q: 3 clusters Score -39978.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39984.394531 Penalty: 616.662109
	Iteration 14Q: 3 clusters Score -39984.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39991.476562 Penalty: 616.662109
	Iteration 15Q: 3 clusters Score -39991.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39998.125000 Penalty: 616.662109
	Iteration 16Q: 3 clusters Score -39998.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40001.882812 Penalty: 616.662109
	Iteration 17Q: 3 clusters Score -40001.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40006.285156 Penalty: 616.662109
	Iteration 18Q: 3 clusters Score -40006.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40010.925781 Penalty: 616.662109
	Iteration 19Q: 3 clusters Score -40010.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40017.410156 Penalty: 616.662109
	Iteration 20F: 3 clusters Score -40017.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40021.574219 Penalty: 616.662109
	Iteration 21Q: 3 clusters Score -40021.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40031.644531 Penalty: 616.662109
	Iteration 22Q: 3 clusters Score -40031.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40044.199219 Penalty: 616.662109
	Iteration 23Q: 3 clusters Score -40044.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40050.972656 Penalty: 616.662109
	Iteration 24Q: 3 clusters Score -40050.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40058.910156 Penalty: 616.662109
	Iteration 25Q: 3 clusters Score -40058.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40064.132812 Penalty: 616.662109
	Iteration 26Q: 3 clusters Score -40064.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40067.558594 Penalty: 616.662109
	Iteration 27Q: 3 clusters Score -40067.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40070.511719 Penalty: 616.662109
	Iteration 28Q: 3 clusters Score -40070.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40072.382812 Penalty: 616.662109
	Iteration 29Q: 3 clusters Score -40072.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40072.933594 Penalty: 616.662109
	Iteration 30Q: 3 clusters Score -40072.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40073.765625 Penalty: 616.662109
	Iteration 31Q: 3 clusters Score -40073.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40073.835938 Penalty: 616.662109
	Iteration 32Q: 3 clusters Score -40073.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40073.835938 Penalty: 616.662109
	Iteration 33F: 3 clusters Score -40073.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -20972.333984 Penalty: 276.113373
	Iteration 0F: 2 clusters Score -20972.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20525.070312 Penalty: 552.226746
	Iteration 0F: 3 clusters Score -20525.07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20621.597656 Penalty: 552.226746
	Iteration 1F: 3 clusters Score -20621.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20646.253906 Penalty: 552.226746
	Iteration 2F: 3 clusters Score -20646.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20668.867188 Penalty: 552.226746
	Iteration 3Q: 3 clusters Score -20668.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20681.484375 Penalty: 552.226746
	Iteration 4Q: 3 clusters Score -20681.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20686.839844 Penalty: 552.226746
	Iteration 5Q: 3 clusters Score -20686.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20692.507812 Penalty: 552.226746
	Iteration 6Q: 3 clusters Score -20692.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20697.759766 Penalty: 552.226746
	Iteration 7Q: 3 clusters Score -20697.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20699.492188 Penalty: 552.226746
	Iteration 8Q: 3 clusters Score -20699.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20699.492188 Penalty: 552.226746
	Iteration 9F: 3 clusters Score -20699.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -7545.763184 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -7545.763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7321.981445 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -7321.981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7390.663086 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -7390.663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7410.119629 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -7410.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7419.696289 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -7419.696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7425.096191 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -7425.096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7428.157227 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -7428.157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7428.675293 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -7428.675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7428.675293 Penalty: 471.029633
	Iteration 7F: 3 clusters Score -7428.675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -43466.246094 Penalty: 310.509003
	Iteration 0F: 2 clusters Score -43466.25 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 443 members 
Entering Unmasked Estep 
Score: -42708.070312 Penalty: 621.018005
	Iteration 0F: 3 clusters Score -42708.07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -42968.269531 Penalty: 621.018005
	Iteration 1F: 3 clusters Score -42968.27 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43078.996094 Penalty: 621.018005
	Iteration 2F: 3 clusters Score -43079 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43187.851562 Penalty: 621.018005
	Iteration 3F: 3 clusters Score -43187.85 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43264.152344 Penalty: 621.018005
	Iteration 4F: 3 clusters Score -43264.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43297.328125 Penalty: 621.018005
	Iteration 5Q: 3 clusters Score -43297.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43307.312500 Penalty: 621.018005
	Iteration 6Q: 3 clusters Score -43307.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43312.890625 Penalty: 621.018005
	Iteration 7Q: 3 clusters Score -43312.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43315.035156 Penalty: 621.018005
	Iteration 8Q: 3 clusters Score -43315.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43316.289062 Penalty: 621.018005
	Iteration 9Q: 3 clusters Score -43316.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43316.992188 Penalty: 621.018005
	Iteration 10Q: 3 clusters Score -43316.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43318.300781 Penalty: 621.018005
	Iteration 11Q: 3 clusters Score -43318.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43320.742188 Penalty: 621.018005
	Iteration 12Q: 3 clusters Score -43320.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43321.683594 Penalty: 621.018005
	Iteration 13Q: 3 clusters Score -43321.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43322.328125 Penalty: 621.018005
	Iteration 14Q: 3 clusters Score -43322.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43322.621094 Penalty: 621.018005
	Iteration 15Q: 3 clusters Score -43322.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43322.621094 Penalty: 621.018005
	Iteration 16F: 3 clusters Score -43322.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -14430.954102 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -14430.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14075.454102 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -14075.45 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14148.411133 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -14148.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14166.564453 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -14166.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14185.455078 Penalty: 527.164246
	Iteration 3Q: 3 clusters Score -14185.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14227.024414 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -14227.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14240.825195 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -14240.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14246.529297 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -14246.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14247.388672 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -14247.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14247.613281 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -14247.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14247.909180 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -14247.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14248.816406 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -14248.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14252.195312 Penalty: 527.164246
	Iteration 11Q: 3 clusters Score -14252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14253.329102 Penalty: 527.164246
	Iteration 12Q: 3 clusters Score -14253.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14253.688477 Penalty: 527.164246
	Iteration 13Q: 3 clusters Score -14253.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14253.688477 Penalty: 527.164246
	Iteration 14F: 3 clusters Score -14253.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Entering Unmasked Estep 
Score: -852661.562500 Penalty: 437.107788
	Iteration 0F: 2 clusters Score -852661.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -842732.687500 Penalty: 874.215576
	Iteration 0F: 3 clusters Score -842732.7 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -846821.312500 Penalty: 874.215576
	Iteration 1F: 3 clusters Score -846821.3 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -847077.437500 Penalty: 874.215576
	Iteration 2Q: 3 clusters Score -847077.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -847398.187500 Penalty: 874.215576
	Iteration 3Q: 3 clusters Score -847398.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -847883.312500 Penalty: 874.215576
	Iteration 4F: 3 clusters Score -847883.3 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -848571.750000 Penalty: 874.215576
	Iteration 5F: 3 clusters Score -848571.8 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -849289.000000 Penalty: 874.215576
	Iteration 6F: 3 clusters Score -849289 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -849665.562500 Penalty: 874.215576
	Iteration 7F: 3 clusters Score -849665.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -849773.375000 Penalty: 874.215576
	Iteration 8Q: 3 clusters Score -849773.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -849824.500000 Penalty: 874.215576
	Iteration 9Q: 3 clusters Score -849824.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -849852.437500 Penalty: 874.215576
	Iteration 10Q: 3 clusters Score -849852.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -849877.062500 Penalty: 874.215576
	Iteration 11Q: 3 clusters Score -849877.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -849896.125000 Penalty: 874.215576
	Iteration 12Q: 3 clusters Score -849896.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -849915.437500 Penalty: 874.215576
	Iteration 13Q: 3 clusters Score -849915.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -849934.750000 Penalty: 874.215576
	Iteration 14Q: 3 clusters Score -849934.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -849945.625000 Penalty: 874.215576
	Iteration 15Q: 3 clusters Score -849945.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -849959.312500 Penalty: 874.215576
	Iteration 16Q: 3 clusters Score -849959.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -849976.937500 Penalty: 874.215576
	Iteration 17Q: 3 clusters Score -849976.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -849990.750000 Penalty: 874.215576
	Iteration 18Q: 3 clusters Score -849990.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -850004.500000 Penalty: 874.215576
	Iteration 19Q: 3 clusters Score -850004.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -850011.062500 Penalty: 874.215576
	Iteration 20F: 3 clusters Score -850011.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -850022.187500 Penalty: 874.215576
	Iteration 21Q: 3 clusters Score -850022.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -850027.312500 Penalty: 874.215576
	Iteration 22Q: 3 clusters Score -850027.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -850036.312500 Penalty: 874.215576
	Iteration 23Q: 3 clusters Score -850036.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -850042.875000 Penalty: 874.215576
	Iteration 24Q: 3 clusters Score -850042.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -850045.000000 Penalty: 874.215576
	Iteration 25Q: 3 clusters Score -850045 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -850052.687500 Penalty: 874.215576
	Iteration 26Q: 3 clusters Score -850052.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -850055.250000 Penalty: 874.215576
	Iteration 27Q: 3 clusters Score -850055.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -850061.312500 Penalty: 874.215576
	Iteration 28Q: 3 clusters Score -850061.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -850063.375000 Penalty: 874.215576
	Iteration 29Q: 3 clusters Score -850063.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -850067.500000 Penalty: 874.215576
	Iteration 30Q: 3 clusters Score -850067.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -850076.687500 Penalty: 874.215576
	Iteration 31Q: 3 clusters Score -850076.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -850086.937500 Penalty: 874.215576
	Iteration 32Q: 3 clusters Score -850086.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -850106.062500 Penalty: 874.215576
	Iteration 33Q: 3 clusters Score -850106.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -850123.187500 Penalty: 874.215576
	Iteration 34Q: 3 clusters Score -850123.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -850144.625000 Penalty: 874.215576
	Iteration 35Q: 3 clusters Score -850144.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -850173.562500 Penalty: 874.215576
	Iteration 36Q: 3 clusters Score -850173.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -850203.750000 Penalty: 874.215576
	Iteration 37Q: 3 clusters Score -850203.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -850236.437500 Penalty: 874.215576
	Iteration 38Q: 3 clusters Score -850236.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -850268.000000 Penalty: 874.215576
	Iteration 39Q: 3 clusters Score -850268 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -850304.812500 Penalty: 874.215576
	Iteration 40F: 3 clusters Score -850304.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -850335.250000 Penalty: 874.215576
	Iteration 41Q: 3 clusters Score -850335.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -850372.437500 Penalty: 874.215576
	Iteration 42Q: 3 clusters Score -850372.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -850406.000000 Penalty: 874.215576
	Iteration 43Q: 3 clusters Score -850406 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -850440.250000 Penalty: 874.215576
	Iteration 44Q: 3 clusters Score -850440.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -850487.062500 Penalty: 874.215576
	Iteration 45Q: 3 clusters Score -850487.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -850526.500000 Penalty: 874.215576
	Iteration 46Q: 3 clusters Score -850526.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -850577.562500 Penalty: 874.215576
	Iteration 47Q: 3 clusters Score -850577.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -850637.687500 Penalty: 874.215576
	Iteration 48Q: 3 clusters Score -850637.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -850700.812500 Penalty: 874.215576
	Iteration 49Q: 3 clusters Score -850700.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -850771.312500 Penalty: 874.215576
	Iteration 50Q: 3 clusters Score -850771.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -850851.562500 Penalty: 874.215576
	Iteration 51Q: 3 clusters Score -850851.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -850917.312500 Penalty: 874.215576
	Iteration 52Q: 3 clusters Score -850917.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -850981.750000 Penalty: 874.215576
	Iteration 53Q: 3 clusters Score -850981.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -851078.687500 Penalty: 874.215576
	Iteration 54Q: 3 clusters Score -851078.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -851187.937500 Penalty: 874.215576
	Iteration 55Q: 3 clusters Score -851187.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -851288.687500 Penalty: 874.215576
	Iteration 56Q: 3 clusters Score -851288.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -851395.125000 Penalty: 874.215576
	Iteration 57Q: 3 clusters Score -851395.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -851495.250000 Penalty: 874.215576
	Iteration 58Q: 3 clusters Score -851495.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -851575.687500 Penalty: 874.215576
	Iteration 59Q: 3 clusters Score -851575.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -851635.500000 Penalty: 874.215576
	Iteration 60F: 3 clusters Score -851635.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -851693.000000 Penalty: 874.215576
	Iteration 61Q: 3 clusters Score -851693 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -851763.187500 Penalty: 874.215576
	Iteration 62Q: 3 clusters Score -851763.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -851813.687500 Penalty: 874.215576
	Iteration 63Q: 3 clusters Score -851813.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -851851.375000 Penalty: 874.215576
	Iteration 64Q: 3 clusters Score -851851.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -851892.312500 Penalty: 874.215576
	Iteration 65Q: 3 clusters Score -851892.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -851931.312500 Penalty: 874.215576
	Iteration 66Q: 3 clusters Score -851931.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -851966.687500 Penalty: 874.215576
	Iteration 67Q: 3 clusters Score -851966.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -852002.187500 Penalty: 874.215576
	Iteration 68Q: 3 clusters Score -852002.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -852023.312500 Penalty: 874.215576
	Iteration 69Q: 3 clusters Score -852023.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -852041.625000 Penalty: 874.215576
	Iteration 70Q: 3 clusters Score -852041.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -852054.250000 Penalty: 874.215576
	Iteration 71Q: 3 clusters Score -852054.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -852064.687500 Penalty: 874.215576
	Iteration 72Q: 3 clusters Score -852064.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -852079.437500 Penalty: 874.215576
	Iteration 73Q: 3 clusters Score -852079.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -852091.250000 Penalty: 874.215576
	Iteration 74Q: 3 clusters Score -852091.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -852098.875000 Penalty: 874.215576
	Iteration 75Q: 3 clusters Score -852098.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -852102.812500 Penalty: 874.215576
	Iteration 76Q: 3 clusters Score -852102.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -852108.000000 Penalty: 874.215576
	Iteration 77Q: 3 clusters Score -852108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -852115.812500 Penalty: 874.215576
	Iteration 78Q: 3 clusters Score -852115.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -852126.062500 Penalty: 874.215576
	Iteration 79Q: 3 clusters Score -852126.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -852137.875000 Penalty: 874.215576
	Iteration 80F: 3 clusters Score -852137.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -852146.062500 Penalty: 874.215576
	Iteration 81Q: 3 clusters Score -852146.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -852149.125000 Penalty: 874.215576
	Iteration 82Q: 3 clusters Score -852149.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -852157.250000 Penalty: 874.215576
	Iteration 83Q: 3 clusters Score -852157.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -852167.312500 Penalty: 874.215576
	Iteration 84Q: 3 clusters Score -852167.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -852176.062500 Penalty: 874.215576
	Iteration 85Q: 3 clusters Score -852176.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -852185.250000 Penalty: 874.215576
	Iteration 86Q: 3 clusters Score -852185.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -852193.937500 Penalty: 874.215576
	Iteration 87Q: 3 clusters Score -852193.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -852202.625000 Penalty: 874.215576
	Iteration 88Q: 3 clusters Score -852202.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -852207.062500 Penalty: 874.215576
	Iteration 89Q: 3 clusters Score -852207.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -852211.437500 Penalty: 874.215576
	Iteration 90Q: 3 clusters Score -852211.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -852216.875000 Penalty: 874.215576
	Iteration 91Q: 3 clusters Score -852216.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -852218.000000 Penalty: 874.215576
	Iteration 92Q: 3 clusters Score -852218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -852220.687500 Penalty: 874.215576
	Iteration 93Q: 3 clusters Score -852220.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -852224.312500 Penalty: 874.215576
	Iteration 94Q: 3 clusters Score -852224.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -852228.250000 Penalty: 874.215576
	Iteration 95Q: 3 clusters Score -852228.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -852231.000000 Penalty: 874.215576
	Iteration 96Q: 3 clusters Score -852231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -852236.125000 Penalty: 874.215576
	Iteration 97Q: 3 clusters Score -852236.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -852236.687500 Penalty: 874.215576
	Iteration 98Q: 3 clusters Score -852236.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -852243.000000 Penalty: 874.215576
	Iteration 99Q: 3 clusters Score -852243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -852248.750000 Penalty: 874.215576
	Iteration 100F: 3 clusters Score -852248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -852252.562500 Penalty: 874.215576
	Iteration 101Q: 3 clusters Score -852252.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -852252.437500 Penalty: 874.215576
	Iteration 102Q: 3 clusters Score -852252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -852253.625000 Penalty: 874.215576
	Iteration 103Q: 3 clusters Score -852253.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -852255.687500 Penalty: 874.215576
	Iteration 104Q: 3 clusters Score -852255.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -852257.187500 Penalty: 874.215576
	Iteration 105Q: 3 clusters Score -852257.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -852257.187500 Penalty: 874.215576
	Iteration 106F: 3 clusters Score -852257.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -9395.351562 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -9395.352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9119.115234 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -9119.115 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9174.080078 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -9174.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9188.911133 Penalty: 483.501770
	Iteration 2Q: 3 clusters Score -9188.911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9192.927734 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -9192.928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9195.297852 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -9195.298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9196.743164 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -9196.743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9197.269531 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -9197.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9197.619141 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -9197.619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9197.619141 Penalty: 483.501770
	Iteration 8F: 3 clusters Score -9197.619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -153060.031250 Penalty: 362.841248
	Iteration 0F: 2 clusters Score -153060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -151044.640625 Penalty: 725.682495
	Iteration 0F: 3 clusters Score -151044.6 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -151808.609375 Penalty: 725.682495
	Iteration 1F: 3 clusters Score -151808.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -151984.609375 Penalty: 725.682495
	Iteration 2F: 3 clusters Score -151984.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -152151.109375 Penalty: 725.682495
	Iteration 3F: 3 clusters Score -152151.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -152295.500000 Penalty: 725.682495
	Iteration 4F: 3 clusters Score -152295.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -152425.296875 Penalty: 725.682495
	Iteration 5F: 3 clusters Score -152425.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -152503.531250 Penalty: 725.682495
	Iteration 6Q: 3 clusters Score -152503.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -152555.843750 Penalty: 725.682495
	Iteration 7Q: 3 clusters Score -152555.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -152597.062500 Penalty: 725.682495
	Iteration 8Q: 3 clusters Score -152597.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -152640.031250 Penalty: 725.682495
	Iteration 9Q: 3 clusters Score -152640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -152669.984375 Penalty: 725.682495
	Iteration 10Q: 3 clusters Score -152670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -152696.093750 Penalty: 725.682495
	Iteration 11Q: 3 clusters Score -152696.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -152718.718750 Penalty: 725.682495
	Iteration 12Q: 3 clusters Score -152718.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -152729.781250 Penalty: 725.682495
	Iteration 13Q: 3 clusters Score -152729.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -152733.000000 Penalty: 725.682495
	Iteration 14Q: 3 clusters Score -152733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -152736.015625 Penalty: 725.682495
	Iteration 15Q: 3 clusters Score -152736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -152736.031250 Penalty: 725.682495
	Iteration 16Q: 3 clusters Score -152736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -152736.031250 Penalty: 725.682495
	Iteration 17F: 3 clusters Score -152736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -76361.445312 Penalty: 332.630035
	Iteration 0F: 2 clusters Score -76361.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -75259.359375 Penalty: 665.260071
	Iteration 0F: 3 clusters Score -75259.36 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -75684.085938 Penalty: 665.260071
	Iteration 1F: 3 clusters Score -75684.09 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -75795.781250 Penalty: 665.260071
	Iteration 2F: 3 clusters Score -75795.78 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -75884.226562 Penalty: 665.260071
	Iteration 3F: 3 clusters Score -75884.23 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -75961.914062 Penalty: 665.260071
	Iteration 4F: 3 clusters Score -75961.91 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -76017.203125 Penalty: 665.260071
	Iteration 5Q: 3 clusters Score -76017.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -76066.484375 Penalty: 665.260071
	Iteration 6Q: 3 clusters Score -76066.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -76091.789062 Penalty: 665.260071
	Iteration 7Q: 3 clusters Score -76091.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -76112.851562 Penalty: 665.260071
	Iteration 8Q: 3 clusters Score -76112.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -76126.664062 Penalty: 665.260071
	Iteration 9Q: 3 clusters Score -76126.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76143.539062 Penalty: 665.260071
	Iteration 10Q: 3 clusters Score -76143.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -76163.109375 Penalty: 665.260071
	Iteration 11Q: 3 clusters Score -76163.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -76172.671875 Penalty: 665.260071
	Iteration 12Q: 3 clusters Score -76172.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -76179.421875 Penalty: 665.260071
	Iteration 13Q: 3 clusters Score -76179.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76184.859375 Penalty: 665.260071
	Iteration 14Q: 3 clusters Score -76184.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76188.367188 Penalty: 665.260071
	Iteration 15Q: 3 clusters Score -76188.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76191.812500 Penalty: 665.260071
	Iteration 16Q: 3 clusters Score -76191.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76194.257812 Penalty: 665.260071
	Iteration 17Q: 3 clusters Score -76194.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76196.960938 Penalty: 665.260071
	Iteration 18Q: 3 clusters Score -76196.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76198.820312 Penalty: 665.260071
	Iteration 19Q: 3 clusters Score -76198.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76200.367188 Penalty: 665.260071
	Iteration 20F: 3 clusters Score -76200.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76201.093750 Penalty: 665.260071
	Iteration 21Q: 3 clusters Score -76201.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -76201.273438 Penalty: 665.260071
	Iteration 22Q: 3 clusters Score -76201.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -76201.468750 Penalty: 665.260071
	Iteration 23Q: 3 clusters Score -76201.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -76201.468750 Penalty: 665.260071
	Iteration 24F: 3 clusters Score -76201.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -36357.828125 Penalty: 303.807312
	Iteration 0F: 2 clusters Score -36357.83 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 399 members 
Entering Unmasked Estep 
Score: -35691.574219 Penalty: 607.614624
	Iteration 0F: 3 clusters Score -35691.57 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -35883.046875 Penalty: 607.614624
	Iteration 1F: 3 clusters Score -35883.05 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35937.042969 Penalty: 607.614624
	Iteration 2F: 3 clusters Score -35937.04 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35969.886719 Penalty: 607.614624
	Iteration 3F: 3 clusters Score -35969.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -35995.898438 Penalty: 607.614624
	Iteration 4Q: 3 clusters Score -35995.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -36020.785156 Penalty: 607.614624
	Iteration 5Q: 3 clusters Score -36020.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36034.546875 Penalty: 607.614624
	Iteration 6Q: 3 clusters Score -36034.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36047.144531 Penalty: 607.614624
	Iteration 7Q: 3 clusters Score -36047.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -36055.765625 Penalty: 607.614624
	Iteration 8Q: 3 clusters Score -36055.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -36060.375000 Penalty: 607.614624
	Iteration 9Q: 3 clusters Score -36060.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -36062.558594 Penalty: 607.614624
	Iteration 10Q: 3 clusters Score -36062.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -36063.808594 Penalty: 607.614624
	Iteration 11Q: 3 clusters Score -36063.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -36065.121094 Penalty: 607.614624
	Iteration 12Q: 3 clusters Score -36065.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -36065.355469 Penalty: 607.614624
	Iteration 13Q: 3 clusters Score -36065.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36065.773438 Penalty: 607.614624
	Iteration 14Q: 3 clusters Score -36065.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36065.910156 Penalty: 607.614624
	Iteration 15Q: 3 clusters Score -36065.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -36066.187500 Penalty: 607.614624
	Iteration 16Q: 3 clusters Score -36066.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36067.449219 Penalty: 607.614624
	Iteration 17Q: 3 clusters Score -36067.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -36068.265625 Penalty: 607.614624
	Iteration 18Q: 3 clusters Score -36068.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -36068.265625 Penalty: 607.614624
	Iteration 19F: 3 clusters Score -36068.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Entering Unmasked Estep 
Score: -2516883.750000 Penalty: 491.844482
	Iteration 0F: 2 clusters Score -2516884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -2483721.750000 Penalty: 983.688965
	Iteration 0F: 3 clusters Score -2483722 nChanged 23978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -2498454.000000 Penalty: 983.688965
	Iteration 1F: 3 clusters Score -2498454 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -2499341.750000 Penalty: 983.688965
	Iteration 2Q: 3 clusters Score -2499342 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -2500474.750000 Penalty: 983.688965
	Iteration 3Q: 3 clusters Score -2500475 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -2501906.250000 Penalty: 983.688965
	Iteration 4F: 3 clusters Score -2501906 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -2503884.500000 Penalty: 983.688965
	Iteration 5F: 3 clusters Score -2503884 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -2506573.000000 Penalty: 983.688965
	Iteration 6F: 3 clusters Score -2506573 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -2508974.000000 Penalty: 983.688965
	Iteration 7F: 3 clusters Score -2508974 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -2510314.000000 Penalty: 983.688965
	Iteration 8Q: 3 clusters Score -2510314 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -2511144.750000 Penalty: 983.688965
	Iteration 9Q: 3 clusters Score -2511145 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -2511857.500000 Penalty: 983.688965
	Iteration 10Q: 3 clusters Score -2511858 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -2512606.500000 Penalty: 983.688965
	Iteration 11Q: 3 clusters Score -2512606 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -2513396.000000 Penalty: 983.688965
	Iteration 12Q: 3 clusters Score -2513396 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -2514171.750000 Penalty: 983.688965
	Iteration 13Q: 3 clusters Score -2514172 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -2514810.000000 Penalty: 983.688965
	Iteration 14Q: 3 clusters Score -2514810 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -2515321.500000 Penalty: 983.688965
	Iteration 15Q: 3 clusters Score -2515322 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -2515687.750000 Penalty: 983.688965
	Iteration 16Q: 3 clusters Score -2515688 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -2515941.750000 Penalty: 983.688965
	Iteration 17Q: 3 clusters Score -2515942 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -2516109.500000 Penalty: 983.688965
	Iteration 18Q: 3 clusters Score -2516110 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -2516245.250000 Penalty: 983.688965
	Iteration 19Q: 3 clusters Score -2516245 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -2516338.000000 Penalty: 983.688965
	Iteration 20F: 3 clusters Score -2516338 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -2516407.250000 Penalty: 983.688965
	Iteration 21Q: 3 clusters Score -2516407 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -2516454.500000 Penalty: 983.688965
	Iteration 22Q: 3 clusters Score -2516454 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -2516497.500000 Penalty: 983.688965
	Iteration 23Q: 3 clusters Score -2516498 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -2516535.000000 Penalty: 983.688965
	Iteration 24Q: 3 clusters Score -2516535 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -2516562.000000 Penalty: 983.688965
	Iteration 25Q: 3 clusters Score -2516562 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -2516589.250000 Penalty: 983.688965
	Iteration 26Q: 3 clusters Score -2516589 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -2516600.750000 Penalty: 983.688965
	Iteration 27Q: 3 clusters Score -2516601 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -2516622.750000 Penalty: 983.688965
	Iteration 28Q: 3 clusters Score -2516623 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -2516638.250000 Penalty: 983.688965
	Iteration 29Q: 3 clusters Score -2516638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -2516647.000000 Penalty: 983.688965
	Iteration 30Q: 3 clusters Score -2516647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -2516655.000000 Penalty: 983.688965
	Iteration 31Q: 3 clusters Score -2516655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -2516661.000000 Penalty: 983.688965
	Iteration 32Q: 3 clusters Score -2516661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -2516663.750000 Penalty: 983.688965
	Iteration 33Q: 3 clusters Score -2516664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -2516666.000000 Penalty: 983.688965
	Iteration 34Q: 3 clusters Score -2516666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -2516667.000000 Penalty: 983.688965
	Iteration 35Q: 3 clusters Score -2516667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -2516668.500000 Penalty: 983.688965
	Iteration 36Q: 3 clusters Score -2516668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -2516671.000000 Penalty: 983.688965
	Iteration 37Q: 3 clusters Score -2516671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -2516663.250000 Penalty: 983.688965
	Iteration 38Q: 3 clusters Score -2516663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -2516671.250000 Penalty: 983.688965
	Iteration 39Q: 3 clusters Score -2516671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -2516672.250000 Penalty: 983.688965
	Iteration 40F: 3 clusters Score -2516672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -2516672.750000 Penalty: 983.688965
	Iteration 41Q: 3 clusters Score -2516673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -2516679.000000 Penalty: 983.688965
	Iteration 42Q: 3 clusters Score -2516679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -2516690.000000 Penalty: 983.688965
	Iteration 43Q: 3 clusters Score -2516690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -2516689.750000 Penalty: 983.688965
	Iteration 44Q: 3 clusters Score -2516690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -2516689.000000 Penalty: 983.688965
	Iteration 45Q: 3 clusters Score -2516689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -2516690.250000 Penalty: 983.688965
	Iteration 46Q: 3 clusters Score -2516690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -2516692.500000 Penalty: 983.688965
	Iteration 47Q: 3 clusters Score -2516692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -2516692.250000 Penalty: 983.688965
	Iteration 48Q: 3 clusters Score -2516692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -2516689.000000 Penalty: 983.688965
	Iteration 49Q: 3 clusters Score -2516689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -2516691.750000 Penalty: 983.688965
	Iteration 50Q: 3 clusters Score -2516692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -2516693.000000 Penalty: 983.688965
	Iteration 51Q: 3 clusters Score -2516693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -2516692.250000 Penalty: 983.688965
	Iteration 52Q: 3 clusters Score -2516692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -2516693.750000 Penalty: 983.688965
	Iteration 53Q: 3 clusters Score -2516694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -2516695.500000 Penalty: 983.688965
	Iteration 54Q: 3 clusters Score -2516696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -2516695.000000 Penalty: 983.688965
	Iteration 55Q: 3 clusters Score -2516695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -2516695.000000 Penalty: 983.688965
	Iteration 56F: 3 clusters Score -2516695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -50739.382812 Penalty: 313.476410
	Iteration 0F: 2 clusters Score -50739.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -49922.023438 Penalty: 626.952820
	Iteration 0F: 3 clusters Score -49922.02 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -50201.378906 Penalty: 626.952820
	Iteration 1F: 3 clusters Score -50201.38 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -50273.117188 Penalty: 626.952820
	Iteration 2F: 3 clusters Score -50273.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -50320.757812 Penalty: 626.952820
	Iteration 3F: 3 clusters Score -50320.76 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -50346.957031 Penalty: 626.952820
	Iteration 4Q: 3 clusters Score -50346.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -50364.871094 Penalty: 626.952820
	Iteration 5Q: 3 clusters Score -50364.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -50383.097656 Penalty: 626.952820
	Iteration 6Q: 3 clusters Score -50383.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -50400.343750 Penalty: 626.952820
	Iteration 7Q: 3 clusters Score -50400.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -50422.031250 Penalty: 626.952820
	Iteration 8Q: 3 clusters Score -50422.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -50438.441406 Penalty: 626.952820
	Iteration 9Q: 3 clusters Score -50438.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -50450.101562 Penalty: 626.952820
	Iteration 10Q: 3 clusters Score -50450.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -50456.914062 Penalty: 626.952820
	Iteration 11Q: 3 clusters Score -50456.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -50462.046875 Penalty: 626.952820
	Iteration 12Q: 3 clusters Score -50462.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -50466.699219 Penalty: 626.952820
	Iteration 13Q: 3 clusters Score -50466.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -50471.726562 Penalty: 626.952820
	Iteration 14Q: 3 clusters Score -50471.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -50477.988281 Penalty: 626.952820
	Iteration 15Q: 3 clusters Score -50477.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -50480.863281 Penalty: 626.952820
	Iteration 16Q: 3 clusters Score -50480.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -50483.542969 Penalty: 626.952820
	Iteration 17Q: 3 clusters Score -50483.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -50486.507812 Penalty: 626.952820
	Iteration 18Q: 3 clusters Score -50486.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -50490.550781 Penalty: 626.952820
	Iteration 19Q: 3 clusters Score -50490.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -50497.718750 Penalty: 626.952820
	Iteration 20F: 3 clusters Score -50497.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -50500.410156 Penalty: 626.952820
	Iteration 21Q: 3 clusters Score -50500.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -50502.699219 Penalty: 626.952820
	Iteration 22Q: 3 clusters Score -50502.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -50504.691406 Penalty: 626.952820
	Iteration 23Q: 3 clusters Score -50504.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -50506.781250 Penalty: 626.952820
	Iteration 24Q: 3 clusters Score -50506.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -50507.140625 Penalty: 626.952820
	Iteration 25Q: 3 clusters Score -50507.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -50507.562500 Penalty: 626.952820
	Iteration 26Q: 3 clusters Score -50507.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -50508.421875 Penalty: 626.952820
	Iteration 27Q: 3 clusters Score -50508.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -50508.859375 Penalty: 626.952820
	Iteration 28Q: 3 clusters Score -50508.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -50509.921875 Penalty: 626.952820
	Iteration 29Q: 3 clusters Score -50509.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -50510.875000 Penalty: 626.952820
	Iteration 30Q: 3 clusters Score -50510.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -50511.035156 Penalty: 626.952820
	Iteration 31Q: 3 clusters Score -50511.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -50511.300781 Penalty: 626.952820
	Iteration 32Q: 3 clusters Score -50511.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -50511.300781 Penalty: 626.952820
	Iteration 33F: 3 clusters Score -50511.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -122246.601562 Penalty: 353.159393
	Iteration 0F: 2 clusters Score -122246.6 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 1176 members 
Entering Unmasked Estep 
Score: -120573.257812 Penalty: 706.318787
	Iteration 0F: 3 clusters Score -120573.3 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -121188.484375 Penalty: 706.318787
	Iteration 1F: 3 clusters Score -121188.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -121309.828125 Penalty: 706.318787
	Iteration 2F: 3 clusters Score -121309.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -121402.898438 Penalty: 706.318787
	Iteration 3F: 3 clusters Score -121402.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -121475.187500 Penalty: 706.318787
	Iteration 4F: 3 clusters Score -121475.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -121526.914062 Penalty: 706.318787
	Iteration 5Q: 3 clusters Score -121526.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -121575.367188 Penalty: 706.318787
	Iteration 6Q: 3 clusters Score -121575.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -121620.156250 Penalty: 706.318787
	Iteration 7Q: 3 clusters Score -121620.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -121662.460938 Penalty: 706.318787
	Iteration 8Q: 3 clusters Score -121662.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -121693.937500 Penalty: 706.318787
	Iteration 9Q: 3 clusters Score -121693.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -121728.320312 Penalty: 706.318787
	Iteration 10Q: 3 clusters Score -121728.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -121757.820312 Penalty: 706.318787
	Iteration 11Q: 3 clusters Score -121757.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -121783.945312 Penalty: 706.318787
	Iteration 12Q: 3 clusters Score -121783.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -121807.585938 Penalty: 706.318787
	Iteration 13Q: 3 clusters Score -121807.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -121823.765625 Penalty: 706.318787
	Iteration 14Q: 3 clusters Score -121823.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -121837.789062 Penalty: 706.318787
	Iteration 15Q: 3 clusters Score -121837.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -121850.421875 Penalty: 706.318787
	Iteration 16Q: 3 clusters Score -121850.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -121860.656250 Penalty: 706.318787
	Iteration 17Q: 3 clusters Score -121860.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -121868.671875 Penalty: 706.318787
	Iteration 18Q: 3 clusters Score -121868.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121877.109375 Penalty: 706.318787
	Iteration 19Q: 3 clusters Score -121877.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -121885.132812 Penalty: 706.318787
	Iteration 20F: 3 clusters Score -121885.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -121890.750000 Penalty: 706.318787
	Iteration 21Q: 3 clusters Score -121890.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -121897.070312 Penalty: 706.318787
	Iteration 22Q: 3 clusters Score -121897.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -121901.500000 Penalty: 706.318787
	Iteration 23Q: 3 clusters Score -121901.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -121908.750000 Penalty: 706.318787
	Iteration 24Q: 3 clusters Score -121908.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -121914.773438 Penalty: 706.318787
	Iteration 25Q: 3 clusters Score -121914.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -121922.289062 Penalty: 706.318787
	Iteration 26Q: 3 clusters Score -121922.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -121930.250000 Penalty: 706.318787
	Iteration 27Q: 3 clusters Score -121930.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -121940.484375 Penalty: 706.318787
	Iteration 28Q: 3 clusters Score -121940.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -121950.937500 Penalty: 706.318787
	Iteration 29Q: 3 clusters Score -121950.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -121956.820312 Penalty: 706.318787
	Iteration 30Q: 3 clusters Score -121956.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -121962.585938 Penalty: 706.318787
	Iteration 31Q: 3 clusters Score -121962.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -121967.070312 Penalty: 706.318787
	Iteration 32Q: 3 clusters Score -121967.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -121970.406250 Penalty: 706.318787
	Iteration 33Q: 3 clusters Score -121970.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -121973.632812 Penalty: 706.318787
	Iteration 34Q: 3 clusters Score -121973.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -121976.054688 Penalty: 706.318787
	Iteration 35Q: 3 clusters Score -121976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -121977.367188 Penalty: 706.318787
	Iteration 36Q: 3 clusters Score -121977.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -121978.140625 Penalty: 706.318787
	Iteration 37Q: 3 clusters Score -121978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -121979.046875 Penalty: 706.318787
	Iteration 38Q: 3 clusters Score -121979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -121979.164062 Penalty: 706.318787
	Iteration 39Q: 3 clusters Score -121979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -121979.609375 Penalty: 706.318787
	Iteration 40F: 3 clusters Score -121979.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -121979.648438 Penalty: 706.318787
	Iteration 41Q: 3 clusters Score -121979.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -121979.648438 Penalty: 706.318787
	Iteration 42F: 3 clusters Score -121979.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Entering Unmasked Estep 
Score: -206460.968750 Penalty: 378.347137
	Iteration 0F: 2 clusters Score -206461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -203663.171875 Penalty: 756.694275
	Iteration 0F: 3 clusters Score -203663.2 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -204685.218750 Penalty: 756.694275
	Iteration 1F: 3 clusters Score -204685.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -204809.484375 Penalty: 756.694275
	Iteration 2F: 3 clusters Score -204809.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -204938.750000 Penalty: 756.694275
	Iteration 3F: 3 clusters Score -204938.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -205052.875000 Penalty: 756.694275
	Iteration 4F: 3 clusters Score -205052.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -205178.156250 Penalty: 756.694275
	Iteration 5F: 3 clusters Score -205178.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -205331.515625 Penalty: 756.694275
	Iteration 6F: 3 clusters Score -205331.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -205520.015625 Penalty: 756.694275
	Iteration 7F: 3 clusters Score -205520 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -205692.031250 Penalty: 756.694275
	Iteration 8F: 3 clusters Score -205692 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -205823.937500 Penalty: 756.694275
	Iteration 9Q: 3 clusters Score -205823.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -205936.421875 Penalty: 756.694275
	Iteration 10Q: 3 clusters Score -205936.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -206007.656250 Penalty: 756.694275
	Iteration 11Q: 3 clusters Score -206007.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -206052.187500 Penalty: 756.694275
	Iteration 12Q: 3 clusters Score -206052.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -206079.406250 Penalty: 756.694275
	Iteration 13Q: 3 clusters Score -206079.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -206098.140625 Penalty: 756.694275
	Iteration 14Q: 3 clusters Score -206098.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -206114.000000 Penalty: 756.694275
	Iteration 15Q: 3 clusters Score -206114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -206124.046875 Penalty: 756.694275
	Iteration 16Q: 3 clusters Score -206124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -206127.390625 Penalty: 756.694275
	Iteration 17Q: 3 clusters Score -206127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -206128.687500 Penalty: 756.694275
	Iteration 18Q: 3 clusters Score -206128.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -206129.875000 Penalty: 756.694275
	Iteration 19Q: 3 clusters Score -206129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -206131.437500 Penalty: 756.694275
	Iteration 20F: 3 clusters Score -206131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -206133.000000 Penalty: 756.694275
	Iteration 21Q: 3 clusters Score -206133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -206136.031250 Penalty: 756.694275
	Iteration 22Q: 3 clusters Score -206136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -206138.078125 Penalty: 756.694275
	Iteration 23Q: 3 clusters Score -206138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -206138.078125 Penalty: 756.694275
	Iteration 24F: 3 clusters Score -206138.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -13818.257812 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -13818.26 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 153 members 
Entering Unmasked Estep 
Score: -13476.831055 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -13476.83 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13613.372070 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -13613.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13678.673828 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -13678.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13716.059570 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -13716.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13727.563477 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -13727.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13737.632812 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -13737.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13738.754883 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -13738.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13739.576172 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -13739.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13740.234375 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -13740.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13740.723633 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -13740.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13740.723633 Penalty: 527.164246
	Iteration 10F: 3 clusters Score -13740.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -14528.870117 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -14528.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14207.955078 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -14207.96 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14299.036133 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -14299.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14327.246094 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -14327.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14338.485352 Penalty: 518.129639
	Iteration 3Q: 3 clusters Score -14338.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -14344.783203 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -14344.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14351.734375 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -14351.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14356.070312 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -14356.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -14356.782227 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -14356.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -14356.782227 Penalty: 518.129639
	Iteration 8F: 3 clusters Score -14356.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2642.012451 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2642.012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2495.480469 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2495.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2501.252930 Penalty: 361.296570
	Iteration 1Q: 3 clusters Score -2501.253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2503.581787 Penalty: 361.296570
	Iteration 2Q: 3 clusters Score -2503.582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2503.581787 Penalty: 361.296570
	Iteration 3F: 3 clusters Score -2503.582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6417.771973 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6417.772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6176.944336 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6176.944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6217.688965 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6217.689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6221.223633 Penalty: 446.380005
	Iteration 2Q: 3 clusters Score -6221.224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6222.414551 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6222.415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6223.796875 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6223.797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6224.428223 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -6224.428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6224.428223 Penalty: 446.380005
	Iteration 6F: 3 clusters Score -6224.428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -7535.768555 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -7535.769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7281.300781 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -7281.301 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7381.312500 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -7381.312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7419.827148 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -7419.827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7434.103027 Penalty: 475.542938
	Iteration 3F: 3 clusters Score -7434.103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7438.803711 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -7438.804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7444.550293 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -7444.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7463.235840 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -7463.236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7464.725586 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -7464.726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7465.102051 Penalty: 475.542938
	Iteration 8Q: 3 clusters Score -7465.102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7465.566895 Penalty: 475.542938
	Iteration 9Q: 3 clusters Score -7465.567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7465.566895 Penalty: 475.542938
	Iteration 10F: 3 clusters Score -7465.567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -8863.344727 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -8863.345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8598.270508 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -8598.271 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8720.378906 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -8720.379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8789.671875 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -8789.672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8811.885742 Penalty: 488.303802
	Iteration 3F: 3 clusters Score -8811.886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8827.033203 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -8827.033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8843.737305 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -8843.737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8862.705078 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -8862.705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8862.705078 Penalty: 488.303802
	Iteration 7F: 3 clusters Score -8862.705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -2279.024658 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -2279.025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2153.970215 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -2153.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2168.402100 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -2168.402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2172.526367 Penalty: 374.089508
	Iteration 2Q: 3 clusters Score -2172.526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2172.526367 Penalty: 374.089508
	Iteration 3F: 3 clusters Score -2172.526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -7758.757324 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -7758.757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7484.724609 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -7484.725 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7554.281250 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -7554.281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7581.149902 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -7581.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7602.529785 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -7602.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7611.085449 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -7611.085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7616.805664 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -7616.806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7617.904297 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -7617.904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7619.693848 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -7619.694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7620.478027 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -7620.478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7621.159180 Penalty: 481.690735
	Iteration 9Q: 3 clusters Score -7621.159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7622.657227 Penalty: 481.690735
	Iteration 10Q: 3 clusters Score -7622.657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7628.555664 Penalty: 481.690735
	Iteration 11Q: 3 clusters Score -7628.556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7634.516113 Penalty: 481.690735
	Iteration 12Q: 3 clusters Score -7634.516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7640.507812 Penalty: 481.690735
	Iteration 13Q: 3 clusters Score -7640.508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7652.083008 Penalty: 481.690735
	Iteration 14Q: 3 clusters Score -7652.083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7656.441895 Penalty: 481.690735
	Iteration 15Q: 3 clusters Score -7656.442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7656.441895 Penalty: 481.690735
	Iteration 16F: 3 clusters Score -7656.442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13154.135742 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13154.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12820.966797 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12820.97 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12912.679688 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12912.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12957.818359 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12957.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12974.083984 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -12974.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12978.320312 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -12978.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12979.216797 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -12979.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12979.216797 Penalty: 510.461945
	Iteration 6F: 3 clusters Score -12979.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -22719.064453 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -22719.06 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 206 members 
Entering Unmasked Estep 
Score: -22271.562500 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -22271.56 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22384.712891 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -22384.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22433.675781 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -22433.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22453.951172 Penalty: 550.525757
	Iteration 3F: 3 clusters Score -22453.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22463.318359 Penalty: 550.525757
	Iteration 4Q: 3 clusters Score -22463.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22468.148438 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -22468.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22475.244141 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -22475.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22479.167969 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -22479.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22481.292969 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -22481.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22481.849609 Penalty: 550.525757
	Iteration 9Q: 3 clusters Score -22481.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22482.064453 Penalty: 550.525757
	Iteration 10Q: 3 clusters Score -22482.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22483.056641 Penalty: 550.525757
	Iteration 11Q: 3 clusters Score -22483.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22483.056641 Penalty: 550.525757
	Iteration 12F: 3 clusters Score -22483.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6077.959961 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6077.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5843.540039 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5843.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5882.399902 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5882.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5891.514648 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -5891.515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5898.625977 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5898.626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5901.279785 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -5901.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5901.279785 Penalty: 440.821045
	Iteration 5F: 3 clusters Score -5901.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -5069.981934 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -5069.982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4889.622070 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -4889.622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4943.687988 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4943.688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4968.224609 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -4968.225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4970.647461 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4970.647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4970.647461 Penalty: 440.101654
	Iteration 4F: 3 clusters Score -4970.647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -15471.087891 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -15471.09 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 180 members 
Entering Unmasked Estep 
Score: -15071.710938 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -15071.71 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15184.647461 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -15184.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15235.071289 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -15235.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15275.048828 Penalty: 536.640991
	Iteration 3F: 3 clusters Score -15275.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15294.957031 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -15294.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15302.137695 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -15302.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15304.167969 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -15304.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15305.819336 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -15305.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15307.554688 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -15307.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15308.872070 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -15308.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15308.994141 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -15308.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15309.313477 Penalty: 536.640991
	Iteration 11Q: 3 clusters Score -15309.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15309.313477 Penalty: 536.640991
	Iteration 12F: 3 clusters Score -15309.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Entering Unmasked Estep 
Score: -519374.156250 Penalty: 414.689270
	Iteration 0F: 2 clusters Score -519374.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -513303.187500 Penalty: 829.378540
	Iteration 0F: 3 clusters Score -513303.2 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -515786.187500 Penalty: 829.378540
	Iteration 1F: 3 clusters Score -515786.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -516036.906250 Penalty: 829.378540
	Iteration 2F: 3 clusters Score -516036.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -516336.437500 Penalty: 829.378540
	Iteration 3F: 3 clusters Score -516336.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -516781.812500 Penalty: 829.378540
	Iteration 4F: 3 clusters Score -516781.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -517286.281250 Penalty: 829.378540
	Iteration 5F: 3 clusters Score -517286.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -517596.562500 Penalty: 829.378540
	Iteration 6F: 3 clusters Score -517596.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -517702.062500 Penalty: 829.378540
	Iteration 7Q: 3 clusters Score -517702.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -517742.562500 Penalty: 829.378540
	Iteration 8Q: 3 clusters Score -517742.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -517774.187500 Penalty: 829.378540
	Iteration 9Q: 3 clusters Score -517774.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -517802.968750 Penalty: 829.378540
	Iteration 10Q: 3 clusters Score -517803 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -517826.250000 Penalty: 829.378540
	Iteration 11Q: 3 clusters Score -517826.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -517853.250000 Penalty: 829.378540
	Iteration 12Q: 3 clusters Score -517853.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -517882.937500 Penalty: 829.378540
	Iteration 13Q: 3 clusters Score -517882.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -517915.812500 Penalty: 829.378540
	Iteration 14Q: 3 clusters Score -517915.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -517938.156250 Penalty: 829.378540
	Iteration 15Q: 3 clusters Score -517938.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -517959.531250 Penalty: 829.378540
	Iteration 16Q: 3 clusters Score -517959.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -517982.968750 Penalty: 829.378540
	Iteration 17Q: 3 clusters Score -517983 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -518011.062500 Penalty: 829.378540
	Iteration 18Q: 3 clusters Score -518011.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -518033.843750 Penalty: 829.378540
	Iteration 19Q: 3 clusters Score -518033.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -518048.375000 Penalty: 829.378540
	Iteration 20F: 3 clusters Score -518048.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -518060.812500 Penalty: 829.378540
	Iteration 21Q: 3 clusters Score -518060.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -518071.843750 Penalty: 829.378540
	Iteration 22Q: 3 clusters Score -518071.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -518080.968750 Penalty: 829.378540
	Iteration 23Q: 3 clusters Score -518081 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -518091.718750 Penalty: 829.378540
	Iteration 24Q: 3 clusters Score -518091.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -518101.656250 Penalty: 829.378540
	Iteration 25Q: 3 clusters Score -518101.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -518116.312500 Penalty: 829.378540
	Iteration 26Q: 3 clusters Score -518116.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -518130.187500 Penalty: 829.378540
	Iteration 27Q: 3 clusters Score -518130.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -518147.250000 Penalty: 829.378540
	Iteration 28Q: 3 clusters Score -518147.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -518165.218750 Penalty: 829.378540
	Iteration 29Q: 3 clusters Score -518165.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -518175.593750 Penalty: 829.378540
	Iteration 30Q: 3 clusters Score -518175.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -518184.406250 Penalty: 829.378540
	Iteration 31Q: 3 clusters Score -518184.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -518193.562500 Penalty: 829.378540
	Iteration 32Q: 3 clusters Score -518193.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -518198.468750 Penalty: 829.378540
	Iteration 33Q: 3 clusters Score -518198.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -518204.281250 Penalty: 829.378540
	Iteration 34Q: 3 clusters Score -518204.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -518208.625000 Penalty: 829.378540
	Iteration 35Q: 3 clusters Score -518208.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -518215.156250 Penalty: 829.378540
	Iteration 36Q: 3 clusters Score -518215.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -518219.375000 Penalty: 829.378540
	Iteration 37Q: 3 clusters Score -518219.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -518223.312500 Penalty: 829.378540
	Iteration 38Q: 3 clusters Score -518223.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -518227.031250 Penalty: 829.378540
	Iteration 39Q: 3 clusters Score -518227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -518231.687500 Penalty: 829.378540
	Iteration 40F: 3 clusters Score -518231.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -518234.562500 Penalty: 829.378540
	Iteration 41Q: 3 clusters Score -518234.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -518238.343750 Penalty: 829.378540
	Iteration 42Q: 3 clusters Score -518238.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -518241.468750 Penalty: 829.378540
	Iteration 43Q: 3 clusters Score -518241.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -518244.250000 Penalty: 829.378540
	Iteration 44Q: 3 clusters Score -518244.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -518245.843750 Penalty: 829.378540
	Iteration 45Q: 3 clusters Score -518245.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -518249.281250 Penalty: 829.378540
	Iteration 46Q: 3 clusters Score -518249.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -518253.937500 Penalty: 829.378540
	Iteration 47Q: 3 clusters Score -518253.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -518256.531250 Penalty: 829.378540
	Iteration 48Q: 3 clusters Score -518256.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -518259.000000 Penalty: 829.378540
	Iteration 49Q: 3 clusters Score -518259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -518260.500000 Penalty: 829.378540
	Iteration 50Q: 3 clusters Score -518260.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -518265.312500 Penalty: 829.378540
	Iteration 51Q: 3 clusters Score -518265.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -518266.906250 Penalty: 829.378540
	Iteration 52Q: 3 clusters Score -518266.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -518268.437500 Penalty: 829.378540
	Iteration 53Q: 3 clusters Score -518268.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -518271.843750 Penalty: 829.378540
	Iteration 54Q: 3 clusters Score -518271.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -518274.531250 Penalty: 829.378540
	Iteration 55Q: 3 clusters Score -518274.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -518276.156250 Penalty: 829.378540
	Iteration 56Q: 3 clusters Score -518276.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -518277.281250 Penalty: 829.378540
	Iteration 57Q: 3 clusters Score -518277.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -518278.531250 Penalty: 829.378540
	Iteration 58Q: 3 clusters Score -518278.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -518281.625000 Penalty: 829.378540
	Iteration 59Q: 3 clusters Score -518281.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -518283.781250 Penalty: 829.378540
	Iteration 60F: 3 clusters Score -518283.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -518286.187500 Penalty: 829.378540
	Iteration 61Q: 3 clusters Score -518286.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -518286.906250 Penalty: 829.378540
	Iteration 62Q: 3 clusters Score -518286.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -518288.656250 Penalty: 829.378540
	Iteration 63Q: 3 clusters Score -518288.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -518292.562500 Penalty: 829.378540
	Iteration 64Q: 3 clusters Score -518292.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -518297.437500 Penalty: 829.378540
	Iteration 65Q: 3 clusters Score -518297.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -518304.406250 Penalty: 829.378540
	Iteration 66Q: 3 clusters Score -518304.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -518313.250000 Penalty: 829.378540
	Iteration 67Q: 3 clusters Score -518313.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -518322.625000 Penalty: 829.378540
	Iteration 68Q: 3 clusters Score -518322.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -518334.906250 Penalty: 829.378540
	Iteration 69Q: 3 clusters Score -518334.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -518340.156250 Penalty: 829.378540
	Iteration 70Q: 3 clusters Score -518340.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -518345.187500 Penalty: 829.378540
	Iteration 71Q: 3 clusters Score -518345.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -518350.031250 Penalty: 829.378540
	Iteration 72Q: 3 clusters Score -518350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -518352.781250 Penalty: 829.378540
	Iteration 73Q: 3 clusters Score -518352.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -518353.875000 Penalty: 829.378540
	Iteration 74Q: 3 clusters Score -518353.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -518354.593750 Penalty: 829.378540
	Iteration 75Q: 3 clusters Score -518354.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -518355.437500 Penalty: 829.378540
	Iteration 76Q: 3 clusters Score -518355.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -518358.625000 Penalty: 829.378540
	Iteration 77Q: 3 clusters Score -518358.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -518359.937500 Penalty: 829.378540
	Iteration 78Q: 3 clusters Score -518359.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -518362.156250 Penalty: 829.378540
	Iteration 79Q: 3 clusters Score -518362.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -518366.312500 Penalty: 829.378540
	Iteration 80F: 3 clusters Score -518366.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -518366.343750 Penalty: 829.378540
	Iteration 81Q: 3 clusters Score -518366.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -518369.500000 Penalty: 829.378540
	Iteration 82Q: 3 clusters Score -518369.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -518372.093750 Penalty: 829.378540
	Iteration 83Q: 3 clusters Score -518372.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -518374.625000 Penalty: 829.378540
	Iteration 84Q: 3 clusters Score -518374.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -518376.937500 Penalty: 829.378540
	Iteration 85Q: 3 clusters Score -518376.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -518378.031250 Penalty: 829.378540
	Iteration 86Q: 3 clusters Score -518378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -518377.625000 Penalty: 829.378540
	Iteration 87Q: 3 clusters Score -518377.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -518380.093750 Penalty: 829.378540
	Iteration 88Q: 3 clusters Score -518380.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -518383.156250 Penalty: 829.378540
	Iteration 89Q: 3 clusters Score -518383.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -518384.906250 Penalty: 829.378540
	Iteration 90Q: 3 clusters Score -518384.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -518385.812500 Penalty: 829.378540
	Iteration 91Q: 3 clusters Score -518385.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -518388.468750 Penalty: 829.378540
	Iteration 92Q: 3 clusters Score -518388.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -518390.281250 Penalty: 829.378540
	Iteration 93Q: 3 clusters Score -518390.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -518390.062500 Penalty: 829.378540
	Iteration 94Q: 3 clusters Score -518390.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -518391.531250 Penalty: 829.378540
	Iteration 95Q: 3 clusters Score -518391.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -518392.375000 Penalty: 829.378540
	Iteration 96Q: 3 clusters Score -518392.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -518396.843750 Penalty: 829.378540
	Iteration 97Q: 3 clusters Score -518396.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -518398.062500 Penalty: 829.378540
	Iteration 98Q: 3 clusters Score -518398.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -518401.781250 Penalty: 829.378540
	Iteration 99Q: 3 clusters Score -518401.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -518404.031250 Penalty: 829.378540
	Iteration 100F: 3 clusters Score -518404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -518405.000000 Penalty: 829.378540
	Iteration 101Q: 3 clusters Score -518405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -518405.156250 Penalty: 829.378540
	Iteration 102Q: 3 clusters Score -518405.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -518407.312500 Penalty: 829.378540
	Iteration 103Q: 3 clusters Score -518407.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -518410.718750 Penalty: 829.378540
	Iteration 104Q: 3 clusters Score -518410.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -518411.968750 Penalty: 829.378540
	Iteration 105Q: 3 clusters Score -518412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -518412.531250 Penalty: 829.378540
	Iteration 106Q: 3 clusters Score -518412.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -518412.187500 Penalty: 829.378540
	Iteration 107Q: 3 clusters Score -518412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -518412.812500 Penalty: 829.378540
	Iteration 108Q: 3 clusters Score -518412.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -518412.906250 Penalty: 829.378540
	Iteration 109Q: 3 clusters Score -518412.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -518411.937500 Penalty: 829.378540
	Iteration 110Q: 3 clusters Score -518411.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -518412.468750 Penalty: 829.378540
	Iteration 111Q: 3 clusters Score -518412.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -518413.156250 Penalty: 829.378540
	Iteration 112Q: 3 clusters Score -518413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -518413.375000 Penalty: 829.378540
	Iteration 113Q: 3 clusters Score -518413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -518414.093750 Penalty: 829.378540
	Iteration 114Q: 3 clusters Score -518414.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -518415.500000 Penalty: 829.378540
	Iteration 115Q: 3 clusters Score -518415.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -518416.656250 Penalty: 829.378540
	Iteration 116Q: 3 clusters Score -518416.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -518417.375000 Penalty: 829.378540
	Iteration 117Q: 3 clusters Score -518417.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -518416.875000 Penalty: 829.378540
	Iteration 118Q: 3 clusters Score -518416.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -518416.468750 Penalty: 829.378540
	Iteration 119Q: 3 clusters Score -518416.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -518416.781250 Penalty: 829.378540
	Iteration 120F: 3 clusters Score -518416.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -518416.781250 Penalty: 829.378540
	Iteration 121Q: 3 clusters Score -518416.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -518415.968750 Penalty: 829.378540
	Iteration 122Q: 3 clusters Score -518416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -518417.187500 Penalty: 829.378540
	Iteration 123Q: 3 clusters Score -518417.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -518417.250000 Penalty: 829.378540
	Iteration 124Q: 3 clusters Score -518417.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -518417.968750 Penalty: 829.378540
	Iteration 125Q: 3 clusters Score -518418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -518418.781250 Penalty: 829.378540
	Iteration 126Q: 3 clusters Score -518418.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -518419.937500 Penalty: 829.378540
	Iteration 127Q: 3 clusters Score -518419.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -518421.312500 Penalty: 829.378540
	Iteration 128Q: 3 clusters Score -518421.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -518422.312500 Penalty: 829.378540
	Iteration 129Q: 3 clusters Score -518422.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -518422.187500 Penalty: 829.378540
	Iteration 130Q: 3 clusters Score -518422.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -518422.750000 Penalty: 829.378540
	Iteration 131Q: 3 clusters Score -518422.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -518422.531250 Penalty: 829.378540
	Iteration 132Q: 3 clusters Score -518422.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -518423.156250 Penalty: 829.378540
	Iteration 133Q: 3 clusters Score -518423.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -518425.750000 Penalty: 829.378540
	Iteration 134Q: 3 clusters Score -518425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -518424.843750 Penalty: 829.378540
	Iteration 135Q: 3 clusters Score -518424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -518425.343750 Penalty: 829.378540
	Iteration 136Q: 3 clusters Score -518425.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -518425.562500 Penalty: 829.378540
	Iteration 137Q: 3 clusters Score -518425.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -518425.562500 Penalty: 829.378540
	Iteration 138F: 3 clusters Score -518425.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (294636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294636 members 
Entering Unmasked Estep 
Score: -15614975.000000 Penalty: 573.004089
	Iteration 0F: 2 clusters Score -1.561498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146990 members 
Mstep: Class 2 contains 147646 members 
Entering Unmasked Estep 
Score: -15425207.000000 Penalty: 1146.008179
	Iteration 0F: 3 clusters Score -1.542521e+07 nChanged 145971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121899 members 
Mstep: Class 2 contains 172737 members 
Entering Unmasked Estep 
Score: -15521280.000000 Penalty: 1146.008179
	Iteration 1F: 3 clusters Score -1.552128e+07 nChanged 15514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109151 members 
Mstep: Class 2 contains 185485 members 
Entering Unmasked Estep 
Score: -15527955.000000 Penalty: 1146.008179
	Iteration 2F: 3 clusters Score -1.552796e+07 nChanged 19232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 202999 members 
Entering Unmasked Estep 
Score: -15539608.000000 Penalty: 1146.008179
	Iteration 3F: 3 clusters Score -1.553961e+07 nChanged 22242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70475 members 
Mstep: Class 2 contains 224161 members 
Entering Unmasked Estep 
Score: -15557193.000000 Penalty: 1146.008179
	Iteration 4F: 3 clusters Score -1.555719e+07 nChanged 21585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 245062 members 
Entering Unmasked Estep 
Score: -15576614.000000 Penalty: 1146.008179
	Iteration 5F: 3 clusters Score -1.557661e+07 nChanged 16853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 261225 members 
Entering Unmasked Estep 
Score: -15592692.000000 Penalty: 1146.008179
	Iteration 6F: 3 clusters Score -1.559269e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 271023 members 
Entering Unmasked Estep 
Score: -15604122.000000 Penalty: 1146.008179
	Iteration 7Q: 3 clusters Score -1.560412e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 277567 members 
Entering Unmasked Estep 
Score: -15610043.000000 Penalty: 1146.008179
	Iteration 8Q: 3 clusters Score -1.561004e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 282569 members 
Entering Unmasked Estep 
Score: -15612794.000000 Penalty: 1146.008179
	Iteration 9Q: 3 clusters Score -1.561279e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 286419 members 
Entering Unmasked Estep 
Score: -15613981.000000 Penalty: 1146.008179
	Iteration 10Q: 3 clusters Score -1.561398e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 289298 members 
Entering Unmasked Estep 
Score: -15614444.000000 Penalty: 1146.008179
	Iteration 11Q: 3 clusters Score -1.561444e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 291262 members 
Entering Unmasked Estep 
Score: -15614549.000000 Penalty: 1146.008179
	Iteration 12Q: 3 clusters Score -1.561455e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 292485 members 
Entering Unmasked Estep 
Score: -15614531.000000 Penalty: 1146.008179
	Iteration 13Q: 3 clusters Score -1.561453e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 293251 members 
Entering Unmasked Estep 
Score: -15614534.000000 Penalty: 1146.008179
	Iteration 14Q: 3 clusters Score -1.561453e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 293733 members 
Entering Unmasked Estep 
Score: -15614516.000000 Penalty: 1146.008179
	Iteration 15Q: 3 clusters Score -1.561452e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 294007 members 
Entering Unmasked Estep 
Score: -15614567.000000 Penalty: 1146.008179
	Iteration 16Q: 3 clusters Score -1.561457e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 294150 members 
Entering Unmasked Estep 
Score: -15614593.000000 Penalty: 1146.008179
	Iteration 17Q: 3 clusters Score -1.561459e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 294234 members 
Entering Unmasked Estep 
Score: -15614605.000000 Penalty: 1146.008179
	Iteration 18Q: 3 clusters Score -1.56146e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 294285 members 
Entering Unmasked Estep 
Score: -15614596.000000 Penalty: 1146.008179
	Iteration 19Q: 3 clusters Score -1.56146e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 294314 members 
Entering Unmasked Estep 
Score: -15614587.000000 Penalty: 1146.008179
	Iteration 20F: 3 clusters Score -1.561459e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 294335 members 
Entering Unmasked Estep 
Score: -15614576.000000 Penalty: 1146.008179
	Iteration 21Q: 3 clusters Score -1.561458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 294348 members 
Entering Unmasked Estep 
Score: -15614573.000000 Penalty: 1146.008179
	Iteration 22Q: 3 clusters Score -1.561457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 294366 members 
Entering Unmasked Estep 
Score: -15614571.000000 Penalty: 1146.008179
	Iteration 23Q: 3 clusters Score -1.561457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 294373 members 
Entering Unmasked Estep 
Score: -15614574.000000 Penalty: 1146.008179
	Iteration 24Q: 3 clusters Score -1.561457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 294377 members 
Entering Unmasked Estep 
Score: -15614572.000000 Penalty: 1146.008179
	Iteration 25Q: 3 clusters Score -1.561457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 294383 members 
Entering Unmasked Estep 
Score: -15614573.000000 Penalty: 1146.008179
	Iteration 26Q: 3 clusters Score -1.561457e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 294392 members 
Entering Unmasked Estep 
Score: -15614564.000000 Penalty: 1146.008179
	Iteration 27Q: 3 clusters Score -1.561456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 294398 members 
Entering Unmasked Estep 
Score: -15614567.000000 Penalty: 1146.008179
	Iteration 28Q: 3 clusters Score -1.561457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 294406 members 
Entering Unmasked Estep 
Score: -15614566.000000 Penalty: 1146.008179
	Iteration 29Q: 3 clusters Score -1.561457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 294411 members 
Entering Unmasked Estep 
Score: -15614573.000000 Penalty: 1146.008179
	Iteration 30Q: 3 clusters Score -1.561457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 294417 members 
Entering Unmasked Estep 
Score: -15614577.000000 Penalty: 1146.008179
	Iteration 31Q: 3 clusters Score -1.561458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 294417 members 
Entering Unmasked Estep 
Score: -15614582.000000 Penalty: 1146.008179
	Iteration 32Q: 3 clusters Score -1.561458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 294421 members 
Entering Unmasked Estep 
Score: -15614575.000000 Penalty: 1146.008179
	Iteration 33Q: 3 clusters Score -1.561458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 294422 members 
Entering Unmasked Estep 
Score: -15614564.000000 Penalty: 1146.008179
	Iteration 34Q: 3 clusters Score -1.561456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 294423 members 
Entering Unmasked Estep 
Score: -15614571.000000 Penalty: 1146.008179
	Iteration 35Q: 3 clusters Score -1.561457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 294424 members 
Entering Unmasked Estep 
Score: -15614570.000000 Penalty: 1146.008179
	Iteration 36Q: 3 clusters Score -1.561457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 294424 members 
Entering Unmasked Estep 
Score: -15614570.000000 Penalty: 1146.008179
	Iteration 37Q: 3 clusters Score -1.561457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 294426 members 
Entering Unmasked Estep 
Score: -15614579.000000 Penalty: 1146.008179
	Iteration 38Q: 3 clusters Score -1.561458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 294427 members 
Entering Unmasked Estep 
Score: -15614580.000000 Penalty: 1146.008179
	Iteration 39Q: 3 clusters Score -1.561458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 294429 members 
Entering Unmasked Estep 
Score: -15614581.000000 Penalty: 1146.008179
	Iteration 40F: 3 clusters Score -1.561458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 294426 members 
Entering Unmasked Estep 
Score: -15614583.000000 Penalty: 1146.008179
	Iteration 41Q: 3 clusters Score -1.561458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 294428 members 
Entering Unmasked Estep 
Score: -15614587.000000 Penalty: 1146.008179
	Iteration 42Q: 3 clusters Score -1.561459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 294429 members 
Entering Unmasked Estep 
Score: -15614582.000000 Penalty: 1146.008179
	Iteration 43Q: 3 clusters Score -1.561458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 294429 members 
Entering Unmasked Estep 
Score: -15614582.000000 Penalty: 1146.008179
	Iteration 44F: 3 clusters Score -1.561458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7497 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50872 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 82785 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14865 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2906 members 
Mstep: Class 16 contains 1496 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49502 members 
Mstep: Class 19 contains 982 members 
Mstep: Class 20 contains 2349 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9082 members 
Mstep: Class 36 contains 294636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471664.000000 Penalty: 21605.181641
Iteration 399Q: 37 clusters Score -2.747166e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7496 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 50948 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 82584 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14909 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2906 members 
Mstep: Class 16 contains 1496 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49510 members 
Mstep: Class 19 contains 982 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9124 members 
Mstep: Class 36 contains 294622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471734.000000 Penalty: 21605.181641
Iteration 400F: 37 clusters Score -2.747173e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7496 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51015 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 82384 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14949 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2904 members 
Mstep: Class 16 contains 1496 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49513 members 
Mstep: Class 19 contains 982 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9167 members 
Mstep: Class 36 contains 294635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471734.000000 Penalty: 21605.181641
Iteration 401Q: 37 clusters Score -2.747173e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7496 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51083 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 82171 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 14992 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2901 members 
Mstep: Class 16 contains 1496 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49511 members 
Mstep: Class 19 contains 981 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9226 members 
Mstep: Class 36 contains 294641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471716.000000 Penalty: 21605.181641
Iteration 402Q: 37 clusters Score -2.747172e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 7496 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51137 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 81937 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15049 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2895 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49506 members 
Mstep: Class 19 contains 979 members 
Mstep: Class 20 contains 2349 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9289 members 
Mstep: Class 36 contains 294658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471708.000000 Penalty: 21605.181641
Iteration 403Q: 37 clusters Score -2.747171e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 7496 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51187 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 81699 members 
Mstep: Class 7 contains 594 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15099 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2890 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49505 members 
Mstep: Class 19 contains 978 members 
Mstep: Class 20 contains 2342 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9356 members 
Mstep: Class 36 contains 294687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471700.000000 Penalty: 21605.181641
Iteration 404Q: 37 clusters Score -2.74717e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 7496 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51238 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 81447 members 
Mstep: Class 7 contains 594 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15157 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2884 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49498 members 
Mstep: Class 19 contains 978 members 
Mstep: Class 20 contains 2339 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9416 members 
Mstep: Class 36 contains 294713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471632.000000 Penalty: 21605.181641
Iteration 405Q: 37 clusters Score -2.747163e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 7496 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51276 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 81216 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15218 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2883 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49486 members 
Mstep: Class 19 contains 978 members 
Mstep: Class 20 contains 2339 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9481 members 
Mstep: Class 36 contains 294738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471590.000000 Penalty: 21605.181641
Iteration 406Q: 37 clusters Score -2.747159e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7495 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51321 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 80985 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15271 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2880 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49478 members 
Mstep: Class 19 contains 977 members 
Mstep: Class 20 contains 2337 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9542 members 
Mstep: Class 36 contains 294774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471570.000000 Penalty: 21605.181641
Iteration 407Q: 37 clusters Score -2.747157e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7494 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51363 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 80766 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15330 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 2877 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49480 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2336 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9604 members 
Mstep: Class 36 contains 294780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471576.000000 Penalty: 21605.181641
Iteration 408Q: 37 clusters Score -2.747158e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7490 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51412 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 80555 members 
Mstep: Class 7 contains 594 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15379 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2880 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49487 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9667 members 
Mstep: Class 36 contains 294767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471578.000000 Penalty: 21605.181641
Iteration 409Q: 37 clusters Score -2.747158e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7489 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51446 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 80333 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49483 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9725 members 
Mstep: Class 36 contains 294805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471596.000000 Penalty: 21605.181641
Iteration 410Q: 37 clusters Score -2.74716e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7488 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51470 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 80132 members 
Mstep: Class 7 contains 595 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15469 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2879 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49483 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2330 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9773 members 
Mstep: Class 36 contains 294834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471572.000000 Penalty: 21605.181641
Iteration 411Q: 37 clusters Score -2.747157e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7487 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51505 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 79923 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15521 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2874 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49485 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9838 members 
Mstep: Class 36 contains 294842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471610.000000 Penalty: 21605.181641
Iteration 412Q: 37 clusters Score -2.747161e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 7484 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51546 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 79734 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15575 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2871 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49490 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9886 members 
Mstep: Class 36 contains 294849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471668.000000 Penalty: 21605.181641
Iteration 413Q: 37 clusters Score -2.747167e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7480 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51573 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 79553 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15624 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2865 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49499 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9933 members 
Mstep: Class 36 contains 294856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471710.000000 Penalty: 21605.181641
Iteration 414Q: 37 clusters Score -2.747171e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51602 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 79378 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15683 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2863 members 
Mstep: Class 16 contains 1502 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49507 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 9992 members 
Mstep: Class 36 contains 294843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471686.000000 Penalty: 21605.181641
Iteration 415Q: 37 clusters Score -2.747169e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7478 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51647 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 79203 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15758 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 1502 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49518 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10051 members 
Mstep: Class 36 contains 294806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471736.000000 Penalty: 21605.181641
Iteration 416Q: 37 clusters Score -2.747174e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 7477 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51700 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 79021 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2855 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49525 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10106 members 
Mstep: Class 36 contains 294765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471742.000000 Penalty: 21605.181641
Iteration 417Q: 37 clusters Score -2.747174e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7477 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51753 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 78829 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15914 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49530 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2318 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10157 members 
Mstep: Class 36 contains 294755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471794.000000 Penalty: 21605.181641
Iteration 418Q: 37 clusters Score -2.747179e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 7477 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51796 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 78623 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 15987 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 2848 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49530 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2317 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10210 members 
Mstep: Class 36 contains 294765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471770.000000 Penalty: 21605.181641
Iteration 419Q: 37 clusters Score -2.747177e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51832 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 78421 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 430 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 16066 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49527 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2313 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10280 members 
Mstep: Class 36 contains 294761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471738.000000 Penalty: 21605.181641
Iteration 420F: 37 clusters Score -2.747174e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51859 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 78235 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 430 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 16122 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 2837 members 
Mstep: Class 16 contains 1502 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49520 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10340 members 
Mstep: Class 36 contains 294791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471740.000000 Penalty: 21605.181641
Iteration 421Q: 37 clusters Score -2.747174e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51898 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 78035 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 430 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 16189 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2834 members 
Mstep: Class 16 contains 1502 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49519 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10386 members 
Mstep: Class 36 contains 294815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471668.000000 Penalty: 21605.181641
Iteration 422Q: 37 clusters Score -2.747167e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51941 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 77835 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 430 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 16250 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 16 contains 1502 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49514 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10436 members 
Mstep: Class 36 contains 294846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471660.000000 Penalty: 21605.181641
Iteration 423Q: 37 clusters Score -2.747166e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51977 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 77646 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 16306 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2827 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49507 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10485 members 
Mstep: Class 36 contains 294882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471608.000000 Penalty: 21605.181641
Iteration 424Q: 37 clusters Score -2.747161e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 51993 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 77481 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 16361 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2826 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49501 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10528 members 
Mstep: Class 36 contains 294923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471532.000000 Penalty: 21605.181641
Iteration 425Q: 37 clusters Score -2.747153e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52034 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 77300 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 16428 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2822 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49495 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10561 members 
Mstep: Class 36 contains 294948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471476.000000 Penalty: 21605.181641
Iteration 426Q: 37 clusters Score -2.747148e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52073 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 77102 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 16507 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2821 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49488 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10599 members 
Mstep: Class 36 contains 294973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471498.000000 Penalty: 21605.181641
Iteration 427Q: 37 clusters Score -2.74715e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52109 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 76893 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 16609 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2821 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49483 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10656 members 
Mstep: Class 36 contains 294966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471528.000000 Penalty: 21605.181641
Iteration 428Q: 37 clusters Score -2.747153e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 7475 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52132 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 76677 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 16685 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49475 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10712 members 
Mstep: Class 36 contains 295017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471528.000000 Penalty: 21605.181641
Iteration 429Q: 37 clusters Score -2.747153e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 7472 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52164 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 76458 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 429 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 16759 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 1508 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49472 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10773 members 
Mstep: Class 36 contains 295055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471520.000000 Penalty: 21605.181641
Iteration 430Q: 37 clusters Score -2.747152e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52196 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 76224 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 16823 members 
Mstep: Class 14 contains 204 members 
Mstep: Class 15 contains 2816 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49469 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10837 members 
Mstep: Class 36 contains 295100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471526.000000 Penalty: 21605.181641
Iteration 431Q: 37 clusters Score -2.747153e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7464 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52236 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 75987 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 16887 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 2813 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49463 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10919 members 
Mstep: Class 36 contains 295128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471504.000000 Penalty: 21605.181641
Iteration 432Q: 37 clusters Score -2.74715e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52264 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 75760 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 16938 members 
Mstep: Class 14 contains 205 members 
Mstep: Class 15 contains 2808 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49457 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 10992 members 
Mstep: Class 36 contains 295191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471544.000000 Penalty: 21605.181641
Iteration 433Q: 37 clusters Score -2.747154e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7457 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52298 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 75560 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 16978 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2799 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49447 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 11063 members 
Mstep: Class 36 contains 295244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471586.000000 Penalty: 21605.181641
Iteration 434Q: 37 clusters Score -2.747159e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7455 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52319 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 75356 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17029 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2791 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49438 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 2291 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 11143 members 
Mstep: Class 36 contains 295299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471528.000000 Penalty: 21605.181641
Iteration 435Q: 37 clusters Score -2.747153e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7454 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52323 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 75147 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2787 members 
Mstep: Class 16 contains 1508 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49430 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 2284 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 11213 members 
Mstep: Class 36 contains 295382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471512.000000 Penalty: 21605.181641
Iteration 436Q: 37 clusters Score -2.747151e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 7453 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52339 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 74962 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17108 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2786 members 
Mstep: Class 16 contains 1509 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49423 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 11282 members 
Mstep: Class 36 contains 295436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471634.000000 Penalty: 21605.181641
Iteration 437Q: 37 clusters Score -2.747163e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 7453 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52359 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 74781 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17147 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2784 members 
Mstep: Class 16 contains 1509 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49418 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 11353 members 
Mstep: Class 36 contains 295492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471654.000000 Penalty: 21605.181641
Iteration 438Q: 37 clusters Score -2.747165e+07 nChanged 364
Entering ConstructFrom: 
Score: -27471654.000000 Penalty: 21605.181641
Entering ConstructFrom: 
Trying to split cluster 1 (4831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Entering Unmasked Estep 
Score: -262948.218750 Penalty: 385.967804
	Iteration 0F: 2 clusters Score -262948.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -259723.390625 Penalty: 771.935608
	Iteration 0F: 3 clusters Score -259723.4 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -261040.734375 Penalty: 771.935608
	Iteration 1F: 3 clusters Score -261040.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -261241.343750 Penalty: 771.935608
	Iteration 2F: 3 clusters Score -261241.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -261498.390625 Penalty: 771.935608
	Iteration 3F: 3 clusters Score -261498.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -261814.609375 Penalty: 771.935608
	Iteration 4F: 3 clusters Score -261814.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -262203.562500 Penalty: 771.935608
	Iteration 5F: 3 clusters Score -262203.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -262465.093750 Penalty: 771.935608
	Iteration 6F: 3 clusters Score -262465.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -262567.750000 Penalty: 771.935608
	Iteration 7Q: 3 clusters Score -262567.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -262609.125000 Penalty: 771.935608
	Iteration 8Q: 3 clusters Score -262609.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -262626.218750 Penalty: 771.935608
	Iteration 9Q: 3 clusters Score -262626.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -262637.718750 Penalty: 771.935608
	Iteration 10Q: 3 clusters Score -262637.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -262647.468750 Penalty: 771.935608
	Iteration 11Q: 3 clusters Score -262647.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -262660.093750 Penalty: 771.935608
	Iteration 12Q: 3 clusters Score -262660.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -262669.875000 Penalty: 771.935608
	Iteration 13Q: 3 clusters Score -262669.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -262684.531250 Penalty: 771.935608
	Iteration 14Q: 3 clusters Score -262684.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -262698.562500 Penalty: 771.935608
	Iteration 15Q: 3 clusters Score -262698.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -262709.468750 Penalty: 771.935608
	Iteration 16Q: 3 clusters Score -262709.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -262717.843750 Penalty: 771.935608
	Iteration 17Q: 3 clusters Score -262717.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -262727.906250 Penalty: 771.935608
	Iteration 18Q: 3 clusters Score -262727.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -262735.843750 Penalty: 771.935608
	Iteration 19Q: 3 clusters Score -262735.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -262738.625000 Penalty: 771.935608
	Iteration 20F: 3 clusters Score -262738.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -262744.218750 Penalty: 771.935608
	Iteration 21Q: 3 clusters Score -262744.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -262748.000000 Penalty: 771.935608
	Iteration 22Q: 3 clusters Score -262748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -262753.062500 Penalty: 771.935608
	Iteration 23Q: 3 clusters Score -262753.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -262760.812500 Penalty: 771.935608
	Iteration 24Q: 3 clusters Score -262760.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -262771.906250 Penalty: 771.935608
	Iteration 25Q: 3 clusters Score -262771.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -262781.093750 Penalty: 771.935608
	Iteration 26Q: 3 clusters Score -262781.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -262790.031250 Penalty: 771.935608
	Iteration 27Q: 3 clusters Score -262790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -262794.031250 Penalty: 771.935608
	Iteration 28Q: 3 clusters Score -262794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -262795.312500 Penalty: 771.935608
	Iteration 29Q: 3 clusters Score -262795.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -262797.875000 Penalty: 771.935608
	Iteration 30Q: 3 clusters Score -262797.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -262801.250000 Penalty: 771.935608
	Iteration 31Q: 3 clusters Score -262801.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -262803.750000 Penalty: 771.935608
	Iteration 32Q: 3 clusters Score -262803.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -262804.562500 Penalty: 771.935608
	Iteration 33Q: 3 clusters Score -262804.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -262806.000000 Penalty: 771.935608
	Iteration 34Q: 3 clusters Score -262806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -262806.656250 Penalty: 771.935608
	Iteration 35Q: 3 clusters Score -262806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -262807.500000 Penalty: 771.935608
	Iteration 36Q: 3 clusters Score -262807.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -262807.437500 Penalty: 771.935608
	Iteration 37Q: 3 clusters Score -262807.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -262807.187500 Penalty: 771.935608
	Iteration 38Q: 3 clusters Score -262807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -262808.687500 Penalty: 771.935608
	Iteration 39Q: 3 clusters Score -262808.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -262808.781250 Penalty: 771.935608
	Iteration 40F: 3 clusters Score -262808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -262809.093750 Penalty: 771.935608
	Iteration 41Q: 3 clusters Score -262809.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -262809.750000 Penalty: 771.935608
	Iteration 42Q: 3 clusters Score -262809.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -262809.906250 Penalty: 771.935608
	Iteration 43Q: 3 clusters Score -262809.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -262809.906250 Penalty: 771.935608
	Iteration 44F: 3 clusters Score -262809.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Entering Unmasked Estep 
Score: -367909.812500 Penalty: 405.694946
	Iteration 0F: 2 clusters Score -367909.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -363011.437500 Penalty: 811.389893
	Iteration 0F: 3 clusters Score -363011.4 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -364971.437500 Penalty: 811.389893
	Iteration 1F: 3 clusters Score -364971.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -365175.562500 Penalty: 811.389893
	Iteration 2F: 3 clusters Score -365175.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -365427.031250 Penalty: 811.389893
	Iteration 3F: 3 clusters Score -365427 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -365753.875000 Penalty: 811.389893
	Iteration 4F: 3 clusters Score -365753.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -366182.718750 Penalty: 811.389893
	Iteration 5F: 3 clusters Score -366182.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -366534.000000 Penalty: 811.389893
	Iteration 6F: 3 clusters Score -366534 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -366731.875000 Penalty: 811.389893
	Iteration 7Q: 3 clusters Score -366731.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -366836.437500 Penalty: 811.389893
	Iteration 8Q: 3 clusters Score -366836.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -366898.500000 Penalty: 811.389893
	Iteration 9Q: 3 clusters Score -366898.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -366942.343750 Penalty: 811.389893
	Iteration 10Q: 3 clusters Score -366942.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -366977.812500 Penalty: 811.389893
	Iteration 11Q: 3 clusters Score -366977.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -367005.437500 Penalty: 811.389893
	Iteration 12Q: 3 clusters Score -367005.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -367027.781250 Penalty: 811.389893
	Iteration 13Q: 3 clusters Score -367027.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -367049.156250 Penalty: 811.389893
	Iteration 14Q: 3 clusters Score -367049.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -367067.062500 Penalty: 811.389893
	Iteration 15Q: 3 clusters Score -367067.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -367084.937500 Penalty: 811.389893
	Iteration 16Q: 3 clusters Score -367084.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -367102.593750 Penalty: 811.389893
	Iteration 17Q: 3 clusters Score -367102.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -367122.812500 Penalty: 811.389893
	Iteration 18Q: 3 clusters Score -367122.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -367144.718750 Penalty: 811.389893
	Iteration 19Q: 3 clusters Score -367144.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -367164.312500 Penalty: 811.389893
	Iteration 20F: 3 clusters Score -367164.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -367182.125000 Penalty: 811.389893
	Iteration 21Q: 3 clusters Score -367182.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -367202.187500 Penalty: 811.389893
	Iteration 22Q: 3 clusters Score -367202.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -367225.937500 Penalty: 811.389893
	Iteration 23Q: 3 clusters Score -367225.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -367249.906250 Penalty: 811.389893
	Iteration 24Q: 3 clusters Score -367249.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -367284.062500 Penalty: 811.389893
	Iteration 25Q: 3 clusters Score -367284.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -367315.031250 Penalty: 811.389893
	Iteration 26Q: 3 clusters Score -367315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -367338.687500 Penalty: 811.389893
	Iteration 27Q: 3 clusters Score -367338.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -367366.312500 Penalty: 811.389893
	Iteration 28Q: 3 clusters Score -367366.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -367396.781250 Penalty: 811.389893
	Iteration 29Q: 3 clusters Score -367396.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -367428.187500 Penalty: 811.389893
	Iteration 30Q: 3 clusters Score -367428.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -367446.906250 Penalty: 811.389893
	Iteration 31Q: 3 clusters Score -367446.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -367462.093750 Penalty: 811.389893
	Iteration 32Q: 3 clusters Score -367462.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -367480.593750 Penalty: 811.389893
	Iteration 33Q: 3 clusters Score -367480.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -367496.781250 Penalty: 811.389893
	Iteration 34Q: 3 clusters Score -367496.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -367513.125000 Penalty: 811.389893
	Iteration 35Q: 3 clusters Score -367513.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -367525.406250 Penalty: 811.389893
	Iteration 36Q: 3 clusters Score -367525.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -367530.000000 Penalty: 811.389893
	Iteration 37Q: 3 clusters Score -367530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -367534.156250 Penalty: 811.389893
	Iteration 38Q: 3 clusters Score -367534.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -367536.906250 Penalty: 811.389893
	Iteration 39Q: 3 clusters Score -367536.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -367541.531250 Penalty: 811.389893
	Iteration 40F: 3 clusters Score -367541.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -367547.531250 Penalty: 811.389893
	Iteration 41Q: 3 clusters Score -367547.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -367551.500000 Penalty: 811.389893
	Iteration 42Q: 3 clusters Score -367551.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -367553.843750 Penalty: 811.389893
	Iteration 43Q: 3 clusters Score -367553.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -367557.031250 Penalty: 811.389893
	Iteration 44Q: 3 clusters Score -367557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -367558.437500 Penalty: 811.389893
	Iteration 45Q: 3 clusters Score -367558.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -367559.656250 Penalty: 811.389893
	Iteration 46Q: 3 clusters Score -367559.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -367561.187500 Penalty: 811.389893
	Iteration 47Q: 3 clusters Score -367561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -367562.218750 Penalty: 811.389893
	Iteration 48Q: 3 clusters Score -367562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -367562.531250 Penalty: 811.389893
	Iteration 49Q: 3 clusters Score -367562.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -367563.187500 Penalty: 811.389893
	Iteration 50Q: 3 clusters Score -367563.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -367563.906250 Penalty: 811.389893
	Iteration 51Q: 3 clusters Score -367563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -367563.625000 Penalty: 811.389893
	Iteration 52Q: 3 clusters Score -367563.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -367563.656250 Penalty: 811.389893
	Iteration 53Q: 3 clusters Score -367563.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -367564.875000 Penalty: 811.389893
	Iteration 54Q: 3 clusters Score -367564.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -367565.000000 Penalty: 811.389893
	Iteration 55Q: 3 clusters Score -367565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -367564.750000 Penalty: 811.389893
	Iteration 56Q: 3 clusters Score -367564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -367565.625000 Penalty: 811.389893
	Iteration 57Q: 3 clusters Score -367565.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -367568.093750 Penalty: 811.389893
	Iteration 58Q: 3 clusters Score -367568.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -367572.500000 Penalty: 811.389893
	Iteration 59Q: 3 clusters Score -367572.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -367576.906250 Penalty: 811.389893
	Iteration 60F: 3 clusters Score -367576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -367578.812500 Penalty: 811.389893
	Iteration 61Q: 3 clusters Score -367578.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -367582.250000 Penalty: 811.389893
	Iteration 62Q: 3 clusters Score -367582.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -367583.375000 Penalty: 811.389893
	Iteration 63Q: 3 clusters Score -367583.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -367584.031250 Penalty: 811.389893
	Iteration 64Q: 3 clusters Score -367584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -367584.406250 Penalty: 811.389893
	Iteration 65Q: 3 clusters Score -367584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -367585.187500 Penalty: 811.389893
	Iteration 66Q: 3 clusters Score -367585.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -367585.187500 Penalty: 811.389893
	Iteration 67F: 3 clusters Score -367585.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -14627.034180 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -14627.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14280.326172 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -14280.33 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14371.770508 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -14371.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14389.810547 Penalty: 525.201111
	Iteration 2Q: 3 clusters Score -14389.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14396.363281 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -14396.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14401.030273 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -14401.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14402.379883 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -14402.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14402.379883 Penalty: 525.201111
	Iteration 6F: 3 clusters Score -14402.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Entering Unmasked Estep 
Score: -2884910.000000 Penalty: 494.420105
	Iteration 0F: 2 clusters Score -2884910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -2849779.250000 Penalty: 988.840210
	Iteration 0F: 3 clusters Score -2849779 nChanged 25384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -2866022.000000 Penalty: 988.840210
	Iteration 1F: 3 clusters Score -2866022 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -2867571.500000 Penalty: 988.840210
	Iteration 2F: 3 clusters Score -2867572 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -2869463.500000 Penalty: 988.840210
	Iteration 3F: 3 clusters Score -2869464 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -2871854.250000 Penalty: 988.840210
	Iteration 4F: 3 clusters Score -2871854 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -2874582.750000 Penalty: 988.840210
	Iteration 5F: 3 clusters Score -2874583 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -2877227.750000 Penalty: 988.840210
	Iteration 6F: 3 clusters Score -2877228 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -2879427.750000 Penalty: 988.840210
	Iteration 7F: 3 clusters Score -2879428 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -2881119.000000 Penalty: 988.840210
	Iteration 8Q: 3 clusters Score -2881119 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -2882394.250000 Penalty: 988.840210
	Iteration 9Q: 3 clusters Score -2882394 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -2883040.500000 Penalty: 988.840210
	Iteration 10Q: 3 clusters Score -2883040 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -2883376.750000 Penalty: 988.840210
	Iteration 11Q: 3 clusters Score -2883377 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -2883610.250000 Penalty: 988.840210
	Iteration 12Q: 3 clusters Score -2883610 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -2883771.250000 Penalty: 988.840210
	Iteration 13Q: 3 clusters Score -2883771 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -2883896.250000 Penalty: 988.840210
	Iteration 14Q: 3 clusters Score -2883896 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -2884019.750000 Penalty: 988.840210
	Iteration 15Q: 3 clusters Score -2884020 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -2884137.250000 Penalty: 988.840210
	Iteration 16Q: 3 clusters Score -2884137 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -2884242.000000 Penalty: 988.840210
	Iteration 17Q: 3 clusters Score -2884242 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -2884311.750000 Penalty: 988.840210
	Iteration 18Q: 3 clusters Score -2884312 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -2884393.250000 Penalty: 988.840210
	Iteration 19Q: 3 clusters Score -2884393 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -2884445.500000 Penalty: 988.840210
	Iteration 20F: 3 clusters Score -2884446 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -2884509.250000 Penalty: 988.840210
	Iteration 21Q: 3 clusters Score -2884509 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -2884543.750000 Penalty: 988.840210
	Iteration 22Q: 3 clusters Score -2884544 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -2884572.500000 Penalty: 988.840210
	Iteration 23Q: 3 clusters Score -2884572 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -2884594.000000 Penalty: 988.840210
	Iteration 24Q: 3 clusters Score -2884594 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -2884605.250000 Penalty: 988.840210
	Iteration 25Q: 3 clusters Score -2884605 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -2884622.750000 Penalty: 988.840210
	Iteration 26Q: 3 clusters Score -2884623 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -2884644.500000 Penalty: 988.840210
	Iteration 27Q: 3 clusters Score -2884644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -2884652.500000 Penalty: 988.840210
	Iteration 28Q: 3 clusters Score -2884652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -2884667.000000 Penalty: 988.840210
	Iteration 29Q: 3 clusters Score -2884667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -2884659.750000 Penalty: 988.840210
	Iteration 30Q: 3 clusters Score -2884660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -2884672.250000 Penalty: 988.840210
	Iteration 31Q: 3 clusters Score -2884672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -2884683.000000 Penalty: 988.840210
	Iteration 32Q: 3 clusters Score -2884683 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -2884685.250000 Penalty: 988.840210
	Iteration 33Q: 3 clusters Score -2884685 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -2884694.500000 Penalty: 988.840210
	Iteration 34Q: 3 clusters Score -2884694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -2884697.000000 Penalty: 988.840210
	Iteration 35Q: 3 clusters Score -2884697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -2884705.000000 Penalty: 988.840210
	Iteration 36Q: 3 clusters Score -2884705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -2884714.000000 Penalty: 988.840210
	Iteration 37Q: 3 clusters Score -2884714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -2884721.000000 Penalty: 988.840210
	Iteration 38Q: 3 clusters Score -2884721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -2884723.500000 Penalty: 988.840210
	Iteration 39Q: 3 clusters Score -2884724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -2884723.750000 Penalty: 988.840210
	Iteration 40F: 3 clusters Score -2884724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -2884730.500000 Penalty: 988.840210
	Iteration 41Q: 3 clusters Score -2884730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -2884738.250000 Penalty: 988.840210
	Iteration 42Q: 3 clusters Score -2884738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -2884739.250000 Penalty: 988.840210
	Iteration 43Q: 3 clusters Score -2884739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -2884741.000000 Penalty: 988.840210
	Iteration 44Q: 3 clusters Score -2884741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -2884746.500000 Penalty: 988.840210
	Iteration 45Q: 3 clusters Score -2884746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -2884755.250000 Penalty: 988.840210
	Iteration 46Q: 3 clusters Score -2884755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -2884760.750000 Penalty: 988.840210
	Iteration 47Q: 3 clusters Score -2884761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -2884763.500000 Penalty: 988.840210
	Iteration 48Q: 3 clusters Score -2884764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -2884767.250000 Penalty: 988.840210
	Iteration 49Q: 3 clusters Score -2884767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -2884763.000000 Penalty: 988.840210
	Iteration 50Q: 3 clusters Score -2884763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -2884765.000000 Penalty: 988.840210
	Iteration 51Q: 3 clusters Score -2884765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -2884767.500000 Penalty: 988.840210
	Iteration 52Q: 3 clusters Score -2884768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -2884766.500000 Penalty: 988.840210
	Iteration 53Q: 3 clusters Score -2884766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -2884770.250000 Penalty: 988.840210
	Iteration 54Q: 3 clusters Score -2884770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -2884770.000000 Penalty: 988.840210
	Iteration 55Q: 3 clusters Score -2884770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -2884765.000000 Penalty: 988.840210
	Iteration 56Q: 3 clusters Score -2884765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -2884763.000000 Penalty: 988.840210
	Iteration 57Q: 3 clusters Score -2884763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -2884768.000000 Penalty: 988.840210
	Iteration 58Q: 3 clusters Score -2884768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -2884767.000000 Penalty: 988.840210
	Iteration 59Q: 3 clusters Score -2884767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -2884768.000000 Penalty: 988.840210
	Iteration 60F: 3 clusters Score -2884768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -2884768.000000 Penalty: 988.840210
	Iteration 61Q: 3 clusters Score -2884768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -2884768.000000 Penalty: 988.840210
	Iteration 62F: 3 clusters Score -2884768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -26811.201172 Penalty: 283.576385
	Iteration 0F: 2 clusters Score -26811.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26302.382812 Penalty: 567.152771
	Iteration 0F: 3 clusters Score -26302.38 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -26414.371094 Penalty: 567.152771
	Iteration 1F: 3 clusters Score -26414.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26441.636719 Penalty: 567.152771
	Iteration 2F: 3 clusters Score -26441.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -26465.375000 Penalty: 567.152771
	Iteration 3F: 3 clusters Score -26465.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -26499.298828 Penalty: 567.152771
	Iteration 4F: 3 clusters Score -26499.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26522.839844 Penalty: 567.152771
	Iteration 5Q: 3 clusters Score -26522.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -26534.675781 Penalty: 567.152771
	Iteration 6Q: 3 clusters Score -26534.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -26540.232422 Penalty: 567.152771
	Iteration 7Q: 3 clusters Score -26540.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26541.429688 Penalty: 567.152771
	Iteration 8Q: 3 clusters Score -26541.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -26541.660156 Penalty: 567.152771
	Iteration 9Q: 3 clusters Score -26541.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -26541.660156 Penalty: 567.152771
	Iteration 10F: 3 clusters Score -26541.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Entering Unmasked Estep 
Score: -4044532.000000 Penalty: 510.513794
	Iteration 0F: 2 clusters Score -4044532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -3994211.000000 Penalty: 1021.027588
	Iteration 0F: 3 clusters Score -3994211 nChanged 36412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4015810.500000 Penalty: 1021.027588
	Iteration 1F: 3 clusters Score -4015810 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -4016808.750000 Penalty: 1021.027588
	Iteration 2Q: 3 clusters Score -4016809 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -4018015.000000 Penalty: 1021.027588
	Iteration 3Q: 3 clusters Score -4018015 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4019601.750000 Penalty: 1021.027588
	Iteration 4Q: 3 clusters Score -4019602 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -4022063.250000 Penalty: 1021.027588
	Iteration 5F: 3 clusters Score -4022063 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4025769.500000 Penalty: 1021.027588
	Iteration 6F: 3 clusters Score -4025770 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -4030049.750000 Penalty: 1021.027588
	Iteration 7F: 3 clusters Score -4030050 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -4033427.250000 Penalty: 1021.027588
	Iteration 8F: 3 clusters Score -4033427 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -4035550.250000 Penalty: 1021.027588
	Iteration 9Q: 3 clusters Score -4035550 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -4036696.750000 Penalty: 1021.027588
	Iteration 10Q: 3 clusters Score -4036697 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -4037303.250000 Penalty: 1021.027588
	Iteration 11Q: 3 clusters Score -4037303 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -4037702.750000 Penalty: 1021.027588
	Iteration 12Q: 3 clusters Score -4037703 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4038017.500000 Penalty: 1021.027588
	Iteration 13Q: 3 clusters Score -4038018 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57049 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -4038328.750000 Penalty: 1021.027588
	Iteration 14Q: 3 clusters Score -4038329 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -4038564.250000 Penalty: 1021.027588
	Iteration 15Q: 3 clusters Score -4038564 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -4038775.000000 Penalty: 1021.027588
	Iteration 16Q: 3 clusters Score -4038775 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -4038996.250000 Penalty: 1021.027588
	Iteration 17Q: 3 clusters Score -4038996 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -4039180.250000 Penalty: 1021.027588
	Iteration 18Q: 3 clusters Score -4039180 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -4039414.500000 Penalty: 1021.027588
	Iteration 19Q: 3 clusters Score -4039414 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -4039637.750000 Penalty: 1021.027588
	Iteration 20F: 3 clusters Score -4039638 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -4039872.000000 Penalty: 1021.027588
	Iteration 21Q: 3 clusters Score -4039872 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -4040126.500000 Penalty: 1021.027588
	Iteration 22Q: 3 clusters Score -4040126 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -4040426.750000 Penalty: 1021.027588
	Iteration 23Q: 3 clusters Score -4040427 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -4040738.750000 Penalty: 1021.027588
	Iteration 24Q: 3 clusters Score -4040739 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -4041068.000000 Penalty: 1021.027588
	Iteration 25Q: 3 clusters Score -4041068 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -4041457.000000 Penalty: 1021.027588
	Iteration 26Q: 3 clusters Score -4041457 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -4041813.750000 Penalty: 1021.027588
	Iteration 27Q: 3 clusters Score -4041814 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69475 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -4042172.000000 Penalty: 1021.027588
	Iteration 28Q: 3 clusters Score -4042172 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4042521.250000 Penalty: 1021.027588
	Iteration 29Q: 3 clusters Score -4042521 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71077 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -4042802.500000 Penalty: 1021.027588
	Iteration 30Q: 3 clusters Score -4042802 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71700 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4043062.250000 Penalty: 1021.027588
	Iteration 31Q: 3 clusters Score -4043062 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4043298.000000 Penalty: 1021.027588
	Iteration 32Q: 3 clusters Score -4043298 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4043500.500000 Penalty: 1021.027588
	Iteration 33Q: 3 clusters Score -4043500 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73042 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4043644.500000 Penalty: 1021.027588
	Iteration 34Q: 3 clusters Score -4043644 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4043771.500000 Penalty: 1021.027588
	Iteration 35Q: 3 clusters Score -4043772 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73531 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4043864.000000 Penalty: 1021.027588
	Iteration 36Q: 3 clusters Score -4043864 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4043931.750000 Penalty: 1021.027588
	Iteration 37Q: 3 clusters Score -4043932 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4043972.250000 Penalty: 1021.027588
	Iteration 38Q: 3 clusters Score -4043972 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4044001.000000 Penalty: 1021.027588
	Iteration 39Q: 3 clusters Score -4044001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4044017.500000 Penalty: 1021.027588
	Iteration 40F: 3 clusters Score -4044018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4044031.000000 Penalty: 1021.027588
	Iteration 41Q: 3 clusters Score -4044031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4044044.500000 Penalty: 1021.027588
	Iteration 42Q: 3 clusters Score -4044044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74061 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4044070.500000 Penalty: 1021.027588
	Iteration 43Q: 3 clusters Score -4044070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4044085.500000 Penalty: 1021.027588
	Iteration 44Q: 3 clusters Score -4044086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74131 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4044092.000000 Penalty: 1021.027588
	Iteration 45Q: 3 clusters Score -4044092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4044097.000000 Penalty: 1021.027588
	Iteration 46Q: 3 clusters Score -4044097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74184 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4044104.500000 Penalty: 1021.027588
	Iteration 47Q: 3 clusters Score -4044104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74207 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4044119.250000 Penalty: 1021.027588
	Iteration 48Q: 3 clusters Score -4044119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4044122.500000 Penalty: 1021.027588
	Iteration 49Q: 3 clusters Score -4044122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74236 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4044127.750000 Penalty: 1021.027588
	Iteration 50Q: 3 clusters Score -4044128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4044133.750000 Penalty: 1021.027588
	Iteration 51Q: 3 clusters Score -4044134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74257 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4044129.500000 Penalty: 1021.027588
	Iteration 52Q: 3 clusters Score -4044130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74261 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4044131.250000 Penalty: 1021.027588
	Iteration 53Q: 3 clusters Score -4044131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4044130.500000 Penalty: 1021.027588
	Iteration 54Q: 3 clusters Score -4044130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4044132.500000 Penalty: 1021.027588
	Iteration 55Q: 3 clusters Score -4044132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4044134.000000 Penalty: 1021.027588
	Iteration 56Q: 3 clusters Score -4044134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74271 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4044137.500000 Penalty: 1021.027588
	Iteration 57Q: 3 clusters Score -4044138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4044137.000000 Penalty: 1021.027588
	Iteration 58Q: 3 clusters Score -4044137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4044140.750000 Penalty: 1021.027588
	Iteration 59Q: 3 clusters Score -4044141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4044146.500000 Penalty: 1021.027588
	Iteration 60F: 3 clusters Score -4044146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74288 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4044146.000000 Penalty: 1021.027588
	Iteration 61Q: 3 clusters Score -4044146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4044151.500000 Penalty: 1021.027588
	Iteration 62Q: 3 clusters Score -4044152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74295 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4044152.000000 Penalty: 1021.027588
	Iteration 63Q: 3 clusters Score -4044152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74300 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4044150.500000 Penalty: 1021.027588
	Iteration 64Q: 3 clusters Score -4044150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4044150.750000 Penalty: 1021.027588
	Iteration 65Q: 3 clusters Score -4044151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4044154.000000 Penalty: 1021.027588
	Iteration 66Q: 3 clusters Score -4044154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4044156.250000 Penalty: 1021.027588
	Iteration 67Q: 3 clusters Score -4044156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74316 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4044158.750000 Penalty: 1021.027588
	Iteration 68Q: 3 clusters Score -4044159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74316 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4044159.000000 Penalty: 1021.027588
	Iteration 69Q: 3 clusters Score -4044159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74317 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4044159.500000 Penalty: 1021.027588
	Iteration 70Q: 3 clusters Score -4044160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74321 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4044157.750000 Penalty: 1021.027588
	Iteration 71Q: 3 clusters Score -4044158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74323 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4044161.000000 Penalty: 1021.027588
	Iteration 72Q: 3 clusters Score -4044161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4044160.000000 Penalty: 1021.027588
	Iteration 73Q: 3 clusters Score -4044160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4044161.500000 Penalty: 1021.027588
	Iteration 74Q: 3 clusters Score -4044162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4044161.500000 Penalty: 1021.027588
	Iteration 75F: 3 clusters Score -4044162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -29787.500000 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -29787.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29228.103516 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -29228.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29404.402344 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -29404.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29492.728516 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -29492.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29541.791016 Penalty: 581.968811
	Iteration 3F: 3 clusters Score -29541.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29577.494141 Penalty: 581.968811
	Iteration 4F: 3 clusters Score -29577.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29592.787109 Penalty: 581.968811
	Iteration 5Q: 3 clusters Score -29592.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29603.925781 Penalty: 581.968811
	Iteration 6Q: 3 clusters Score -29603.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29614.687500 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -29614.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29621.978516 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -29621.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29634.775391 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -29634.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29646.453125 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -29646.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29651.080078 Penalty: 581.968811
	Iteration 11Q: 3 clusters Score -29651.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29651.738281 Penalty: 581.968811
	Iteration 12Q: 3 clusters Score -29651.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29651.875000 Penalty: 581.968811
	Iteration 13Q: 3 clusters Score -29651.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29651.875000 Penalty: 581.968811
	Iteration 14F: 3 clusters Score -29651.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -40209.554688 Penalty: 308.331055
	Iteration 0F: 2 clusters Score -40209.55 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 435 members 
Entering Unmasked Estep 
Score: -39493.976562 Penalty: 616.662109
	Iteration 0F: 3 clusters Score -39493.98 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -39747.242188 Penalty: 616.662109
	Iteration 1F: 3 clusters Score -39747.24 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -39800.832031 Penalty: 616.662109
	Iteration 2F: 3 clusters Score -39800.83 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -39837.187500 Penalty: 616.662109
	Iteration 3F: 3 clusters Score -39837.19 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -39866.101562 Penalty: 616.662109
	Iteration 4Q: 3 clusters Score -39866.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -39889.640625 Penalty: 616.662109
	Iteration 5Q: 3 clusters Score -39889.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -39909.253906 Penalty: 616.662109
	Iteration 6Q: 3 clusters Score -39909.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -39928.085938 Penalty: 616.662109
	Iteration 7Q: 3 clusters Score -39928.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -39943.144531 Penalty: 616.662109
	Iteration 8Q: 3 clusters Score -39943.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -39958.789062 Penalty: 616.662109
	Iteration 9Q: 3 clusters Score -39958.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -39967.253906 Penalty: 616.662109
	Iteration 10Q: 3 clusters Score -39967.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -39974.796875 Penalty: 616.662109
	Iteration 11Q: 3 clusters Score -39974.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -39982.433594 Penalty: 616.662109
	Iteration 12Q: 3 clusters Score -39982.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -39992.097656 Penalty: 616.662109
	Iteration 13Q: 3 clusters Score -39992.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -40009.085938 Penalty: 616.662109
	Iteration 14Q: 3 clusters Score -40009.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -40014.925781 Penalty: 616.662109
	Iteration 15Q: 3 clusters Score -40014.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -40018.664062 Penalty: 616.662109
	Iteration 16Q: 3 clusters Score -40018.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -40021.679688 Penalty: 616.662109
	Iteration 17Q: 3 clusters Score -40021.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -40024.695312 Penalty: 616.662109
	Iteration 18Q: 3 clusters Score -40024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -40027.070312 Penalty: 616.662109
	Iteration 19Q: 3 clusters Score -40027.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -40034.105469 Penalty: 616.662109
	Iteration 20F: 3 clusters Score -40034.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -40041.089844 Penalty: 616.662109
	Iteration 21Q: 3 clusters Score -40041.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -40043.539062 Penalty: 616.662109
	Iteration 22Q: 3 clusters Score -40043.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -40045.210938 Penalty: 616.662109
	Iteration 23Q: 3 clusters Score -40045.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -40046.628906 Penalty: 616.662109
	Iteration 24Q: 3 clusters Score -40046.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -40046.957031 Penalty: 616.662109
	Iteration 25Q: 3 clusters Score -40046.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -40046.957031 Penalty: 616.662109
	Iteration 26F: 3 clusters Score -40046.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -20719.623047 Penalty: 275.583679
	Iteration 0F: 2 clusters Score -20719.62 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 215 members 
Entering Unmasked Estep 
Score: -20272.421875 Penalty: 551.167358
	Iteration 0F: 3 clusters Score -20272.42 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20379.361328 Penalty: 551.167358
	Iteration 1F: 3 clusters Score -20379.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20403.103516 Penalty: 551.167358
	Iteration 2F: 3 clusters Score -20403.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20423.787109 Penalty: 551.167358
	Iteration 3Q: 3 clusters Score -20423.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -20435.320312 Penalty: 551.167358
	Iteration 4Q: 3 clusters Score -20435.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20440.218750 Penalty: 551.167358
	Iteration 5Q: 3 clusters Score -20440.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -20446.488281 Penalty: 551.167358
	Iteration 6Q: 3 clusters Score -20446.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20448.335938 Penalty: 551.167358
	Iteration 7Q: 3 clusters Score -20448.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20449.953125 Penalty: 551.167358
	Iteration 8Q: 3 clusters Score -20449.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20450.564453 Penalty: 551.167358
	Iteration 9Q: 3 clusters Score -20450.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20450.564453 Penalty: 551.167358
	Iteration 10F: 3 clusters Score -20450.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -7545.763184 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -7545.763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7300.187988 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -7300.188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7358.633789 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -7358.634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7370.523926 Penalty: 471.029633
	Iteration 2Q: 3 clusters Score -7370.524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7381.078125 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -7381.078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7383.120605 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -7383.121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7385.866699 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -7385.867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7385.866699 Penalty: 471.029633
	Iteration 6F: 3 clusters Score -7385.867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -43466.246094 Penalty: 310.509003
	Iteration 0F: 2 clusters Score -43466.25 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 477 members 
Entering Unmasked Estep 
Score: -42705.437500 Penalty: 621.018005
	Iteration 0F: 3 clusters Score -42705.44 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -42933.500000 Penalty: 621.018005
	Iteration 1F: 3 clusters Score -42933.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -42987.699219 Penalty: 621.018005
	Iteration 2F: 3 clusters Score -42987.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -43042.085938 Penalty: 621.018005
	Iteration 3F: 3 clusters Score -43042.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -43098.707031 Penalty: 621.018005
	Iteration 4F: 3 clusters Score -43098.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -43137.984375 Penalty: 621.018005
	Iteration 5Q: 3 clusters Score -43137.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -43172.675781 Penalty: 621.018005
	Iteration 6Q: 3 clusters Score -43172.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -43201.707031 Penalty: 621.018005
	Iteration 7Q: 3 clusters Score -43201.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -43226.855469 Penalty: 621.018005
	Iteration 8Q: 3 clusters Score -43226.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -43254.394531 Penalty: 621.018005
	Iteration 9Q: 3 clusters Score -43254.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -43278.554688 Penalty: 621.018005
	Iteration 10Q: 3 clusters Score -43278.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -43294.035156 Penalty: 621.018005
	Iteration 11Q: 3 clusters Score -43294.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -43303.328125 Penalty: 621.018005
	Iteration 12Q: 3 clusters Score -43303.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -43306.546875 Penalty: 621.018005
	Iteration 13Q: 3 clusters Score -43306.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -43308.656250 Penalty: 621.018005
	Iteration 14Q: 3 clusters Score -43308.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -43309.156250 Penalty: 621.018005
	Iteration 15Q: 3 clusters Score -43309.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -43309.593750 Penalty: 621.018005
	Iteration 16Q: 3 clusters Score -43309.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -43309.593750 Penalty: 621.018005
	Iteration 17F: 3 clusters Score -43309.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -14430.954102 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -14430.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14048.075195 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -14048.08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14181.099609 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -14181.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14224.689453 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -14224.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14244.878906 Penalty: 527.164246
	Iteration 3Q: 3 clusters Score -14244.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14247.863281 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -14247.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14248.442383 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -14248.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14249.706055 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -14249.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14251.157227 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -14251.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14252.041016 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -14252.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14252.623047 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -14252.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14252.791016 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -14252.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14252.791016 Penalty: 527.164246
	Iteration 11F: 3 clusters Score -14252.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Entering Unmasked Estep 
Score: -981258.937500 Penalty: 443.688019
	Iteration 0F: 2 clusters Score -981258.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -969754.062500 Penalty: 887.376038
	Iteration 0F: 3 clusters Score -969754.1 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -974409.187500 Penalty: 887.376038
	Iteration 1F: 3 clusters Score -974409.2 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -974722.437500 Penalty: 887.376038
	Iteration 2Q: 3 clusters Score -974722.4 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -975198.750000 Penalty: 887.376038
	Iteration 3F: 3 clusters Score -975198.8 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -975957.812500 Penalty: 887.376038
	Iteration 4F: 3 clusters Score -975957.8 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -977034.187500 Penalty: 887.376038
	Iteration 5F: 3 clusters Score -977034.2 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -978062.500000 Penalty: 887.376038
	Iteration 6F: 3 clusters Score -978062.5 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -978566.562500 Penalty: 887.376038
	Iteration 7F: 3 clusters Score -978566.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -978759.937500 Penalty: 887.376038
	Iteration 8Q: 3 clusters Score -978759.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -978858.250000 Penalty: 887.376038
	Iteration 9Q: 3 clusters Score -978858.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -978937.375000 Penalty: 887.376038
	Iteration 10Q: 3 clusters Score -978937.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -979014.312500 Penalty: 887.376038
	Iteration 11Q: 3 clusters Score -979014.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -979080.312500 Penalty: 887.376038
	Iteration 12Q: 3 clusters Score -979080.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -979150.750000 Penalty: 887.376038
	Iteration 13Q: 3 clusters Score -979150.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -979217.500000 Penalty: 887.376038
	Iteration 14Q: 3 clusters Score -979217.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -979296.500000 Penalty: 887.376038
	Iteration 15Q: 3 clusters Score -979296.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -979377.312500 Penalty: 887.376038
	Iteration 16Q: 3 clusters Score -979377.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -979439.562500 Penalty: 887.376038
	Iteration 17Q: 3 clusters Score -979439.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -979497.437500 Penalty: 887.376038
	Iteration 18Q: 3 clusters Score -979497.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -979548.250000 Penalty: 887.376038
	Iteration 19Q: 3 clusters Score -979548.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -979596.000000 Penalty: 887.376038
	Iteration 20F: 3 clusters Score -979596 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -979643.812500 Penalty: 887.376038
	Iteration 21Q: 3 clusters Score -979643.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -979687.437500 Penalty: 887.376038
	Iteration 22Q: 3 clusters Score -979687.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -979724.562500 Penalty: 887.376038
	Iteration 23Q: 3 clusters Score -979724.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -979759.937500 Penalty: 887.376038
	Iteration 24Q: 3 clusters Score -979759.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -979791.000000 Penalty: 887.376038
	Iteration 25Q: 3 clusters Score -979791 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -979822.562500 Penalty: 887.376038
	Iteration 26Q: 3 clusters Score -979822.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -979860.062500 Penalty: 887.376038
	Iteration 27Q: 3 clusters Score -979860.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -979893.000000 Penalty: 887.376038
	Iteration 28Q: 3 clusters Score -979893 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -979922.187500 Penalty: 887.376038
	Iteration 29Q: 3 clusters Score -979922.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -979947.062500 Penalty: 887.376038
	Iteration 30Q: 3 clusters Score -979947.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -979977.937500 Penalty: 887.376038
	Iteration 31Q: 3 clusters Score -979977.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -980008.000000 Penalty: 887.376038
	Iteration 32Q: 3 clusters Score -980008 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -980037.937500 Penalty: 887.376038
	Iteration 33Q: 3 clusters Score -980037.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -980067.500000 Penalty: 887.376038
	Iteration 34Q: 3 clusters Score -980067.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -980094.500000 Penalty: 887.376038
	Iteration 35Q: 3 clusters Score -980094.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -980131.250000 Penalty: 887.376038
	Iteration 36Q: 3 clusters Score -980131.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -980164.937500 Penalty: 887.376038
	Iteration 37Q: 3 clusters Score -980164.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -980204.062500 Penalty: 887.376038
	Iteration 38Q: 3 clusters Score -980204.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -980234.687500 Penalty: 887.376038
	Iteration 39Q: 3 clusters Score -980234.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -980264.375000 Penalty: 887.376038
	Iteration 40F: 3 clusters Score -980264.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -980286.687500 Penalty: 887.376038
	Iteration 41Q: 3 clusters Score -980286.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -980304.937500 Penalty: 887.376038
	Iteration 42Q: 3 clusters Score -980304.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -980324.250000 Penalty: 887.376038
	Iteration 43Q: 3 clusters Score -980324.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -980342.562500 Penalty: 887.376038
	Iteration 44Q: 3 clusters Score -980342.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -980357.312500 Penalty: 887.376038
	Iteration 45Q: 3 clusters Score -980357.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -980374.187500 Penalty: 887.376038
	Iteration 46Q: 3 clusters Score -980374.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -980396.125000 Penalty: 887.376038
	Iteration 47Q: 3 clusters Score -980396.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -980415.500000 Penalty: 887.376038
	Iteration 48Q: 3 clusters Score -980415.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -980431.562500 Penalty: 887.376038
	Iteration 49Q: 3 clusters Score -980431.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -980451.750000 Penalty: 887.376038
	Iteration 50Q: 3 clusters Score -980451.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -980463.625000 Penalty: 887.376038
	Iteration 51Q: 3 clusters Score -980463.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -980475.562500 Penalty: 887.376038
	Iteration 52Q: 3 clusters Score -980475.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -980483.375000 Penalty: 887.376038
	Iteration 53Q: 3 clusters Score -980483.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -980499.937500 Penalty: 887.376038
	Iteration 54Q: 3 clusters Score -980499.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -980510.500000 Penalty: 887.376038
	Iteration 55Q: 3 clusters Score -980510.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -980524.687500 Penalty: 887.376038
	Iteration 56Q: 3 clusters Score -980524.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -980532.625000 Penalty: 887.376038
	Iteration 57Q: 3 clusters Score -980532.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -980544.562500 Penalty: 887.376038
	Iteration 58Q: 3 clusters Score -980544.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -980550.937500 Penalty: 887.376038
	Iteration 59Q: 3 clusters Score -980550.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -980553.250000 Penalty: 887.376038
	Iteration 60F: 3 clusters Score -980553.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -980558.875000 Penalty: 887.376038
	Iteration 61Q: 3 clusters Score -980558.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -980559.375000 Penalty: 887.376038
	Iteration 62Q: 3 clusters Score -980559.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -980562.125000 Penalty: 887.376038
	Iteration 63Q: 3 clusters Score -980562.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -980566.812500 Penalty: 887.376038
	Iteration 64Q: 3 clusters Score -980566.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -980572.250000 Penalty: 887.376038
	Iteration 65Q: 3 clusters Score -980572.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -980575.875000 Penalty: 887.376038
	Iteration 66Q: 3 clusters Score -980575.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -980575.312500 Penalty: 887.376038
	Iteration 67Q: 3 clusters Score -980575.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -980578.187500 Penalty: 887.376038
	Iteration 68Q: 3 clusters Score -980578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -980577.750000 Penalty: 887.376038
	Iteration 69Q: 3 clusters Score -980577.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -980580.750000 Penalty: 887.376038
	Iteration 70Q: 3 clusters Score -980580.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -980582.812500 Penalty: 887.376038
	Iteration 71Q: 3 clusters Score -980582.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -980588.562500 Penalty: 887.376038
	Iteration 72Q: 3 clusters Score -980588.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -980590.562500 Penalty: 887.376038
	Iteration 73Q: 3 clusters Score -980590.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -980594.750000 Penalty: 887.376038
	Iteration 74Q: 3 clusters Score -980594.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -980601.437500 Penalty: 887.376038
	Iteration 75Q: 3 clusters Score -980601.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -980604.875000 Penalty: 887.376038
	Iteration 76Q: 3 clusters Score -980604.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -980607.687500 Penalty: 887.376038
	Iteration 77Q: 3 clusters Score -980607.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -980609.500000 Penalty: 887.376038
	Iteration 78Q: 3 clusters Score -980609.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -980612.687500 Penalty: 887.376038
	Iteration 79Q: 3 clusters Score -980612.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -980613.000000 Penalty: 887.376038
	Iteration 80F: 3 clusters Score -980613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -980616.812500 Penalty: 887.376038
	Iteration 81Q: 3 clusters Score -980616.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -980618.500000 Penalty: 887.376038
	Iteration 82Q: 3 clusters Score -980618.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -980618.125000 Penalty: 887.376038
	Iteration 83Q: 3 clusters Score -980618.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -980620.062500 Penalty: 887.376038
	Iteration 84Q: 3 clusters Score -980620.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -980621.750000 Penalty: 887.376038
	Iteration 85Q: 3 clusters Score -980621.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -980621.875000 Penalty: 887.376038
	Iteration 86Q: 3 clusters Score -980621.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -980626.812500 Penalty: 887.376038
	Iteration 87Q: 3 clusters Score -980626.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -980629.000000 Penalty: 887.376038
	Iteration 88Q: 3 clusters Score -980629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -980630.125000 Penalty: 887.376038
	Iteration 89Q: 3 clusters Score -980630.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -980631.500000 Penalty: 887.376038
	Iteration 90Q: 3 clusters Score -980631.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -980631.875000 Penalty: 887.376038
	Iteration 91Q: 3 clusters Score -980631.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -980635.062500 Penalty: 887.376038
	Iteration 92Q: 3 clusters Score -980635.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -980638.562500 Penalty: 887.376038
	Iteration 93Q: 3 clusters Score -980638.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -980639.250000 Penalty: 887.376038
	Iteration 94Q: 3 clusters Score -980639.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -980643.812500 Penalty: 887.376038
	Iteration 95Q: 3 clusters Score -980643.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -980647.437500 Penalty: 887.376038
	Iteration 96Q: 3 clusters Score -980647.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -980656.187500 Penalty: 887.376038
	Iteration 97Q: 3 clusters Score -980656.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -980662.375000 Penalty: 887.376038
	Iteration 98Q: 3 clusters Score -980662.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -980667.312500 Penalty: 887.376038
	Iteration 99Q: 3 clusters Score -980667.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -980676.125000 Penalty: 887.376038
	Iteration 100F: 3 clusters Score -980676.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -980681.312500 Penalty: 887.376038
	Iteration 101Q: 3 clusters Score -980681.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -980689.062500 Penalty: 887.376038
	Iteration 102Q: 3 clusters Score -980689.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -980694.187500 Penalty: 887.376038
	Iteration 103Q: 3 clusters Score -980694.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -980702.937500 Penalty: 887.376038
	Iteration 104Q: 3 clusters Score -980702.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -980710.000000 Penalty: 887.376038
	Iteration 105Q: 3 clusters Score -980710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -980715.437500 Penalty: 887.376038
	Iteration 106Q: 3 clusters Score -980715.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -980720.562500 Penalty: 887.376038
	Iteration 107Q: 3 clusters Score -980720.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -980725.312500 Penalty: 887.376038
	Iteration 108Q: 3 clusters Score -980725.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -980728.125000 Penalty: 887.376038
	Iteration 109Q: 3 clusters Score -980728.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -980733.812500 Penalty: 887.376038
	Iteration 110Q: 3 clusters Score -980733.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -980740.250000 Penalty: 887.376038
	Iteration 111Q: 3 clusters Score -980740.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -980746.687500 Penalty: 887.376038
	Iteration 112Q: 3 clusters Score -980746.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -980749.312500 Penalty: 887.376038
	Iteration 113Q: 3 clusters Score -980749.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -980752.000000 Penalty: 887.376038
	Iteration 114Q: 3 clusters Score -980752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -980755.250000 Penalty: 887.376038
	Iteration 115Q: 3 clusters Score -980755.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -980758.375000 Penalty: 887.376038
	Iteration 116Q: 3 clusters Score -980758.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -980762.687500 Penalty: 887.376038
	Iteration 117Q: 3 clusters Score -980762.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -980764.250000 Penalty: 887.376038
	Iteration 118Q: 3 clusters Score -980764.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -980766.562500 Penalty: 887.376038
	Iteration 119Q: 3 clusters Score -980766.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -980770.562500 Penalty: 887.376038
	Iteration 120F: 3 clusters Score -980770.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -980773.687500 Penalty: 887.376038
	Iteration 121Q: 3 clusters Score -980773.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -980778.250000 Penalty: 887.376038
	Iteration 122Q: 3 clusters Score -980778.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -980782.937500 Penalty: 887.376038
	Iteration 123Q: 3 clusters Score -980782.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -980787.812500 Penalty: 887.376038
	Iteration 124Q: 3 clusters Score -980787.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -980789.812500 Penalty: 887.376038
	Iteration 125Q: 3 clusters Score -980789.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -980796.562500 Penalty: 887.376038
	Iteration 126Q: 3 clusters Score -980796.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -980804.625000 Penalty: 887.376038
	Iteration 127Q: 3 clusters Score -980804.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -980811.812500 Penalty: 887.376038
	Iteration 128Q: 3 clusters Score -980811.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -980815.812500 Penalty: 887.376038
	Iteration 129Q: 3 clusters Score -980815.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -980821.500000 Penalty: 887.376038
	Iteration 130Q: 3 clusters Score -980821.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -980826.625000 Penalty: 887.376038
	Iteration 131Q: 3 clusters Score -980826.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -980832.687500 Penalty: 887.376038
	Iteration 132Q: 3 clusters Score -980832.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -980838.812500 Penalty: 887.376038
	Iteration 133Q: 3 clusters Score -980838.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -980846.125000 Penalty: 887.376038
	Iteration 134Q: 3 clusters Score -980846.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -980851.437500 Penalty: 887.376038
	Iteration 135Q: 3 clusters Score -980851.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -980853.687500 Penalty: 887.376038
	Iteration 136Q: 3 clusters Score -980853.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -980856.562500 Penalty: 887.376038
	Iteration 137Q: 3 clusters Score -980856.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -980860.625000 Penalty: 887.376038
	Iteration 138Q: 3 clusters Score -980860.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -980861.812500 Penalty: 887.376038
	Iteration 139Q: 3 clusters Score -980861.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -980865.062500 Penalty: 887.376038
	Iteration 140F: 3 clusters Score -980865.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -980866.000000 Penalty: 887.376038
	Iteration 141Q: 3 clusters Score -980866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -980869.750000 Penalty: 887.376038
	Iteration 142Q: 3 clusters Score -980869.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -980873.562500 Penalty: 887.376038
	Iteration 143Q: 3 clusters Score -980873.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -980876.500000 Penalty: 887.376038
	Iteration 144Q: 3 clusters Score -980876.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -980878.187500 Penalty: 887.376038
	Iteration 145Q: 3 clusters Score -980878.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -980878.375000 Penalty: 887.376038
	Iteration 146Q: 3 clusters Score -980878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -980879.812500 Penalty: 887.376038
	Iteration 147Q: 3 clusters Score -980879.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -980881.375000 Penalty: 887.376038
	Iteration 148Q: 3 clusters Score -980881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -980883.062500 Penalty: 887.376038
	Iteration 149Q: 3 clusters Score -980883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -980885.250000 Penalty: 887.376038
	Iteration 150Q: 3 clusters Score -980885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -980887.750000 Penalty: 887.376038
	Iteration 151Q: 3 clusters Score -980887.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -980888.250000 Penalty: 887.376038
	Iteration 152Q: 3 clusters Score -980888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -980888.250000 Penalty: 887.376038
	Iteration 153Q: 3 clusters Score -980888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -980888.687500 Penalty: 887.376038
	Iteration 154Q: 3 clusters Score -980888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -980888.750000 Penalty: 887.376038
	Iteration 155Q: 3 clusters Score -980888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -980888.687500 Penalty: 887.376038
	Iteration 156Q: 3 clusters Score -980888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -980889.125000 Penalty: 887.376038
	Iteration 157Q: 3 clusters Score -980889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -980889.125000 Penalty: 887.376038
	Iteration 158F: 3 clusters Score -980889.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -9545.045898 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -9545.046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9268.853516 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -9268.854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9326.514648 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9326.515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9334.224609 Penalty: 484.836731
	Iteration 2Q: 3 clusters Score -9334.225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9336.410156 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -9336.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9337.392578 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9337.393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9339.492188 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9339.492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9341.583984 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -9341.584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9341.583984 Penalty: 484.836731
	Iteration 7F: 3 clusters Score -9341.584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Entering Unmasked Estep 
Score: -146510.265625 Penalty: 360.873474
	Iteration 0F: 2 clusters Score -146510.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -144569.906250 Penalty: 721.746948
	Iteration 0F: 3 clusters Score -144569.9 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -145214.046875 Penalty: 721.746948
	Iteration 1F: 3 clusters Score -145214 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -145322.359375 Penalty: 721.746948
	Iteration 2F: 3 clusters Score -145322.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -145387.453125 Penalty: 721.746948
	Iteration 3F: 3 clusters Score -145387.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -145447.812500 Penalty: 721.746948
	Iteration 4Q: 3 clusters Score -145447.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -145505.296875 Penalty: 721.746948
	Iteration 5Q: 3 clusters Score -145505.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -145564.953125 Penalty: 721.746948
	Iteration 6Q: 3 clusters Score -145565 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -145635.234375 Penalty: 721.746948
	Iteration 7Q: 3 clusters Score -145635.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -145735.421875 Penalty: 721.746948
	Iteration 8Q: 3 clusters Score -145735.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -145833.250000 Penalty: 721.746948
	Iteration 9Q: 3 clusters Score -145833.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -145923.562500 Penalty: 721.746948
	Iteration 10Q: 3 clusters Score -145923.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -146027.453125 Penalty: 721.746948
	Iteration 11Q: 3 clusters Score -146027.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -146199.812500 Penalty: 721.746948
	Iteration 12Q: 3 clusters Score -146199.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -146349.734375 Penalty: 721.746948
	Iteration 13Q: 3 clusters Score -146349.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -146411.906250 Penalty: 721.746948
	Iteration 14Q: 3 clusters Score -146411.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -146426.953125 Penalty: 721.746948
	Iteration 15Q: 3 clusters Score -146427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -146431.421875 Penalty: 721.746948
	Iteration 16Q: 3 clusters Score -146431.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -146432.046875 Penalty: 721.746948
	Iteration 17Q: 3 clusters Score -146432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -146432.437500 Penalty: 721.746948
	Iteration 18Q: 3 clusters Score -146432.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -146432.437500 Penalty: 721.746948
	Iteration 19F: 3 clusters Score -146432.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -76956.687500 Penalty: 332.963379
	Iteration 0F: 2 clusters Score -76956.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -75825.953125 Penalty: 665.926758
	Iteration 0F: 3 clusters Score -75825.95 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -76202.046875 Penalty: 665.926758
	Iteration 1F: 3 clusters Score -76202.05 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -76288.031250 Penalty: 665.926758
	Iteration 2F: 3 clusters Score -76288.03 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -76349.562500 Penalty: 665.926758
	Iteration 3F: 3 clusters Score -76349.56 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -76384.218750 Penalty: 665.926758
	Iteration 4Q: 3 clusters Score -76384.22 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -76411.273438 Penalty: 665.926758
	Iteration 5Q: 3 clusters Score -76411.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -76443.765625 Penalty: 665.926758
	Iteration 6Q: 3 clusters Score -76443.77 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -76478.757812 Penalty: 665.926758
	Iteration 7Q: 3 clusters Score -76478.76 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -76503.773438 Penalty: 665.926758
	Iteration 8Q: 3 clusters Score -76503.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -76522.492188 Penalty: 665.926758
	Iteration 9Q: 3 clusters Score -76522.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -76543.507812 Penalty: 665.926758
	Iteration 10Q: 3 clusters Score -76543.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -76562.195312 Penalty: 665.926758
	Iteration 11Q: 3 clusters Score -76562.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -76572.070312 Penalty: 665.926758
	Iteration 12Q: 3 clusters Score -76572.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -76584.921875 Penalty: 665.926758
	Iteration 13Q: 3 clusters Score -76584.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -76592.523438 Penalty: 665.926758
	Iteration 14Q: 3 clusters Score -76592.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -76596.796875 Penalty: 665.926758
	Iteration 15Q: 3 clusters Score -76596.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -76599.531250 Penalty: 665.926758
	Iteration 16Q: 3 clusters Score -76599.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -76603.703125 Penalty: 665.926758
	Iteration 17Q: 3 clusters Score -76603.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -76608.625000 Penalty: 665.926758
	Iteration 18Q: 3 clusters Score -76608.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -76611.281250 Penalty: 665.926758
	Iteration 19Q: 3 clusters Score -76611.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -76617.820312 Penalty: 665.926758
	Iteration 20F: 3 clusters Score -76617.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -76621.742188 Penalty: 665.926758
	Iteration 21Q: 3 clusters Score -76621.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -76623.664062 Penalty: 665.926758
	Iteration 22Q: 3 clusters Score -76623.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -76625.148438 Penalty: 665.926758
	Iteration 23Q: 3 clusters Score -76625.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -76626.093750 Penalty: 665.926758
	Iteration 24Q: 3 clusters Score -76626.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -76626.132812 Penalty: 665.926758
	Iteration 25Q: 3 clusters Score -76626.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -76626.132812 Penalty: 665.926758
	Iteration 26F: 3 clusters Score -76626.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -36357.828125 Penalty: 303.807312
	Iteration 0F: 2 clusters Score -36357.83 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 395 members 
Entering Unmasked Estep 
Score: -35686.683594 Penalty: 607.614624
	Iteration 0F: 3 clusters Score -35686.68 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -35886.632812 Penalty: 607.614624
	Iteration 1F: 3 clusters Score -35886.63 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35940.457031 Penalty: 607.614624
	Iteration 2F: 3 clusters Score -35940.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35989.191406 Penalty: 607.614624
	Iteration 3F: 3 clusters Score -35989.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -36013.765625 Penalty: 607.614624
	Iteration 4Q: 3 clusters Score -36013.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36031.324219 Penalty: 607.614624
	Iteration 5Q: 3 clusters Score -36031.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36042.203125 Penalty: 607.614624
	Iteration 6Q: 3 clusters Score -36042.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36058.425781 Penalty: 607.614624
	Iteration 7Q: 3 clusters Score -36058.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -36068.343750 Penalty: 607.614624
	Iteration 8Q: 3 clusters Score -36068.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36076.753906 Penalty: 607.614624
	Iteration 9Q: 3 clusters Score -36076.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -36083.984375 Penalty: 607.614624
	Iteration 10Q: 3 clusters Score -36083.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -36091.601562 Penalty: 607.614624
	Iteration 11Q: 3 clusters Score -36091.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36103.984375 Penalty: 607.614624
	Iteration 12Q: 3 clusters Score -36103.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -36113.222656 Penalty: 607.614624
	Iteration 13Q: 3 clusters Score -36113.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -36120.976562 Penalty: 607.614624
	Iteration 14Q: 3 clusters Score -36120.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -36128.906250 Penalty: 607.614624
	Iteration 15Q: 3 clusters Score -36128.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -36133.578125 Penalty: 607.614624
	Iteration 16Q: 3 clusters Score -36133.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36140.320312 Penalty: 607.614624
	Iteration 17Q: 3 clusters Score -36140.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36151.398438 Penalty: 607.614624
	Iteration 18Q: 3 clusters Score -36151.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36155.039062 Penalty: 607.614624
	Iteration 19Q: 3 clusters Score -36155.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36162.121094 Penalty: 607.614624
	Iteration 20F: 3 clusters Score -36162.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36174.945312 Penalty: 607.614624
	Iteration 21Q: 3 clusters Score -36174.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36182.742188 Penalty: 607.614624
	Iteration 22Q: 3 clusters Score -36182.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36186.644531 Penalty: 607.614624
	Iteration 23Q: 3 clusters Score -36186.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36192.562500 Penalty: 607.614624
	Iteration 24Q: 3 clusters Score -36192.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -36198.652344 Penalty: 607.614624
	Iteration 25Q: 3 clusters Score -36198.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36204.734375 Penalty: 607.614624
	Iteration 26Q: 3 clusters Score -36204.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -36208.839844 Penalty: 607.614624
	Iteration 27Q: 3 clusters Score -36208.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36211.054688 Penalty: 607.614624
	Iteration 28Q: 3 clusters Score -36211.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36211.238281 Penalty: 607.614624
	Iteration 29Q: 3 clusters Score -36211.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36212.121094 Penalty: 607.614624
	Iteration 30Q: 3 clusters Score -36212.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -36212.355469 Penalty: 607.614624
	Iteration 31Q: 3 clusters Score -36212.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -36212.355469 Penalty: 607.614624
	Iteration 32F: 3 clusters Score -36212.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Entering Unmasked Estep 
Score: -2512285.500000 Penalty: 491.764404
	Iteration 0F: 2 clusters Score -2512286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -2478975.500000 Penalty: 983.528809
	Iteration 0F: 3 clusters Score -2478976 nChanged 23976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -2494126.500000 Penalty: 983.528809
	Iteration 1F: 3 clusters Score -2494126 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -2495571.500000 Penalty: 983.528809
	Iteration 2F: 3 clusters Score -2495572 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -2497492.000000 Penalty: 983.528809
	Iteration 3F: 3 clusters Score -2497492 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -2499877.250000 Penalty: 983.528809
	Iteration 4F: 3 clusters Score -2499877 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -2502496.750000 Penalty: 983.528809
	Iteration 5F: 3 clusters Score -2502497 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -2505269.000000 Penalty: 983.528809
	Iteration 6F: 3 clusters Score -2505269 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -2508092.250000 Penalty: 983.528809
	Iteration 7F: 3 clusters Score -2508092 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -2510323.500000 Penalty: 983.528809
	Iteration 8Q: 3 clusters Score -2510324 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -2511389.000000 Penalty: 983.528809
	Iteration 9Q: 3 clusters Score -2511389 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -2511738.250000 Penalty: 983.528809
	Iteration 10Q: 3 clusters Score -2511738 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -2511848.250000 Penalty: 983.528809
	Iteration 11Q: 3 clusters Score -2511848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -2511899.500000 Penalty: 983.528809
	Iteration 12Q: 3 clusters Score -2511900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -2511916.750000 Penalty: 983.528809
	Iteration 13Q: 3 clusters Score -2511917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -2511927.250000 Penalty: 983.528809
	Iteration 14Q: 3 clusters Score -2511927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -2511930.750000 Penalty: 983.528809
	Iteration 15Q: 3 clusters Score -2511931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -2511930.250000 Penalty: 983.528809
	Iteration 16Q: 3 clusters Score -2511930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -2511929.750000 Penalty: 983.528809
	Iteration 17Q: 3 clusters Score -2511930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -2511929.750000 Penalty: 983.528809
	Iteration 18F: 3 clusters Score -2511930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -50381.878906 Penalty: 313.150909
	Iteration 0F: 2 clusters Score -50381.88 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 496 members 
Entering Unmasked Estep 
Score: -49615.613281 Penalty: 626.301819
	Iteration 0F: 3 clusters Score -49615.61 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -49829.515625 Penalty: 626.301819
	Iteration 1F: 3 clusters Score -49829.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -49885.531250 Penalty: 626.301819
	Iteration 2F: 3 clusters Score -49885.53 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -49966.566406 Penalty: 626.301819
	Iteration 3F: 3 clusters Score -49966.57 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -50033.187500 Penalty: 626.301819
	Iteration 4F: 3 clusters Score -50033.19 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50083.402344 Penalty: 626.301819
	Iteration 5Q: 3 clusters Score -50083.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -50110.695312 Penalty: 626.301819
	Iteration 6Q: 3 clusters Score -50110.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -50134.292969 Penalty: 626.301819
	Iteration 7Q: 3 clusters Score -50134.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50156.054688 Penalty: 626.301819
	Iteration 8Q: 3 clusters Score -50156.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -50168.468750 Penalty: 626.301819
	Iteration 9Q: 3 clusters Score -50168.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -50174.652344 Penalty: 626.301819
	Iteration 10Q: 3 clusters Score -50174.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -50177.960938 Penalty: 626.301819
	Iteration 11Q: 3 clusters Score -50177.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -50180.167969 Penalty: 626.301819
	Iteration 12Q: 3 clusters Score -50180.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -50182.539062 Penalty: 626.301819
	Iteration 13Q: 3 clusters Score -50182.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -50183.425781 Penalty: 626.301819
	Iteration 14Q: 3 clusters Score -50183.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -50184.046875 Penalty: 626.301819
	Iteration 15Q: 3 clusters Score -50184.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -50184.808594 Penalty: 626.301819
	Iteration 16Q: 3 clusters Score -50184.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50185.160156 Penalty: 626.301819
	Iteration 17Q: 3 clusters Score -50185.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -50185.750000 Penalty: 626.301819
	Iteration 18Q: 3 clusters Score -50185.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50186.382812 Penalty: 626.301819
	Iteration 19Q: 3 clusters Score -50186.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -50186.574219 Penalty: 626.301819
	Iteration 20F: 3 clusters Score -50186.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -118225.171875 Penalty: 351.622894
	Iteration 0F: 2 clusters Score -118225.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -116612.195312 Penalty: 703.245789
	Iteration 0F: 3 clusters Score -116612.2 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -117176.984375 Penalty: 703.245789
	Iteration 1F: 3 clusters Score -117177 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -117292.593750 Penalty: 703.245789
	Iteration 2F: 3 clusters Score -117292.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -117396.156250 Penalty: 703.245789
	Iteration 3F: 3 clusters Score -117396.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -117510.726562 Penalty: 703.245789
	Iteration 4F: 3 clusters Score -117510.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -117624.640625 Penalty: 703.245789
	Iteration 5F: 3 clusters Score -117624.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -117744.515625 Penalty: 703.245789
	Iteration 6F: 3 clusters Score -117744.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117817.335938 Penalty: 703.245789
	Iteration 7Q: 3 clusters Score -117817.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -117844.390625 Penalty: 703.245789
	Iteration 8Q: 3 clusters Score -117844.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -117861.492188 Penalty: 703.245789
	Iteration 9Q: 3 clusters Score -117861.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117868.507812 Penalty: 703.245789
	Iteration 10Q: 3 clusters Score -117868.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -117874.023438 Penalty: 703.245789
	Iteration 11Q: 3 clusters Score -117874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -117879.390625 Penalty: 703.245789
	Iteration 12Q: 3 clusters Score -117879.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -117884.242188 Penalty: 703.245789
	Iteration 13Q: 3 clusters Score -117884.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -117887.968750 Penalty: 703.245789
	Iteration 14Q: 3 clusters Score -117888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117894.265625 Penalty: 703.245789
	Iteration 15Q: 3 clusters Score -117894.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -117900.546875 Penalty: 703.245789
	Iteration 16Q: 3 clusters Score -117900.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -117906.468750 Penalty: 703.245789
	Iteration 17Q: 3 clusters Score -117906.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -117915.437500 Penalty: 703.245789
	Iteration 18Q: 3 clusters Score -117915.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -117926.953125 Penalty: 703.245789
	Iteration 19Q: 3 clusters Score -117927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -117935.578125 Penalty: 703.245789
	Iteration 20F: 3 clusters Score -117935.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -117948.593750 Penalty: 703.245789
	Iteration 21Q: 3 clusters Score -117948.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -117960.109375 Penalty: 703.245789
	Iteration 22Q: 3 clusters Score -117960.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -117972.726562 Penalty: 703.245789
	Iteration 23Q: 3 clusters Score -117972.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -117983.976562 Penalty: 703.245789
	Iteration 24Q: 3 clusters Score -117984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -117992.664062 Penalty: 703.245789
	Iteration 25Q: 3 clusters Score -117992.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -117996.757812 Penalty: 703.245789
	Iteration 26Q: 3 clusters Score -117996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -117998.054688 Penalty: 703.245789
	Iteration 27Q: 3 clusters Score -117998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -117999.289062 Penalty: 703.245789
	Iteration 28Q: 3 clusters Score -117999.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -118001.585938 Penalty: 703.245789
	Iteration 29Q: 3 clusters Score -118001.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -118005.640625 Penalty: 703.245789
	Iteration 30Q: 3 clusters Score -118005.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -118007.945312 Penalty: 703.245789
	Iteration 31Q: 3 clusters Score -118007.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -118010.781250 Penalty: 703.245789
	Iteration 32Q: 3 clusters Score -118010.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -118011.500000 Penalty: 703.245789
	Iteration 33Q: 3 clusters Score -118011.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -118014.296875 Penalty: 703.245789
	Iteration 34Q: 3 clusters Score -118014.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -118018.898438 Penalty: 703.245789
	Iteration 35Q: 3 clusters Score -118018.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -118020.523438 Penalty: 703.245789
	Iteration 36Q: 3 clusters Score -118020.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -118021.507812 Penalty: 703.245789
	Iteration 37Q: 3 clusters Score -118021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -118021.632812 Penalty: 703.245789
	Iteration 38Q: 3 clusters Score -118021.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -118022.570312 Penalty: 703.245789
	Iteration 39Q: 3 clusters Score -118022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -118022.687500 Penalty: 703.245789
	Iteration 40F: 3 clusters Score -118022.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Entering Unmasked Estep 
Score: -206460.968750 Penalty: 378.347137
	Iteration 0F: 2 clusters Score -206461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -203656.296875 Penalty: 756.694275
	Iteration 0F: 3 clusters Score -203656.3 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -204700.250000 Penalty: 756.694275
	Iteration 1F: 3 clusters Score -204700.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -204855.375000 Penalty: 756.694275
	Iteration 2F: 3 clusters Score -204855.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -204975.968750 Penalty: 756.694275
	Iteration 3F: 3 clusters Score -204976 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -205100.156250 Penalty: 756.694275
	Iteration 4F: 3 clusters Score -205100.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -205249.406250 Penalty: 756.694275
	Iteration 5F: 3 clusters Score -205249.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -205417.953125 Penalty: 756.694275
	Iteration 6F: 3 clusters Score -205418 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -205602.218750 Penalty: 756.694275
	Iteration 7F: 3 clusters Score -205602.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -205795.390625 Penalty: 756.694275
	Iteration 8F: 3 clusters Score -205795.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -205934.265625 Penalty: 756.694275
	Iteration 9Q: 3 clusters Score -205934.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -206033.687500 Penalty: 756.694275
	Iteration 10Q: 3 clusters Score -206033.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -206104.171875 Penalty: 756.694275
	Iteration 11Q: 3 clusters Score -206104.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -206150.171875 Penalty: 756.694275
	Iteration 12Q: 3 clusters Score -206150.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -206186.312500 Penalty: 756.694275
	Iteration 13Q: 3 clusters Score -206186.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -206231.421875 Penalty: 756.694275
	Iteration 14Q: 3 clusters Score -206231.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -206255.156250 Penalty: 756.694275
	Iteration 15Q: 3 clusters Score -206255.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -206274.890625 Penalty: 756.694275
	Iteration 16Q: 3 clusters Score -206274.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -206291.734375 Penalty: 756.694275
	Iteration 17Q: 3 clusters Score -206291.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -206295.781250 Penalty: 756.694275
	Iteration 18Q: 3 clusters Score -206295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -206296.265625 Penalty: 756.694275
	Iteration 19Q: 3 clusters Score -206296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -206296.406250 Penalty: 756.694275
	Iteration 20F: 3 clusters Score -206296.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -13815.663086 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -13815.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13481.923828 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -13481.92 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13650.657227 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -13650.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13710.950195 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -13710.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13750.539062 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -13750.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13775.763672 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -13775.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -13789.337891 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -13789.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13793.026367 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -13793.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13796.603516 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -13796.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13798.709961 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -13798.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13804.375000 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -13804.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13808.636719 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -13808.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13811.904297 Penalty: 527.164246
	Iteration 11Q: 3 clusters Score -13811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13812.126953 Penalty: 527.164246
	Iteration 12Q: 3 clusters Score -13812.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13812.126953 Penalty: 527.164246
	Iteration 13F: 3 clusters Score -13812.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -14528.870117 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -14528.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14176.220703 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -14176.22 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14284.020508 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -14284.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14319.832031 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -14319.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14338.745117 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -14338.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14348.286133 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -14348.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14356.687500 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -14356.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14357.709961 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -14357.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14357.709961 Penalty: 518.129639
	Iteration 7F: 3 clusters Score -14357.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2642.012451 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2642.012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2491.630859 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2491.631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2509.159424 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2509.159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2514.656982 Penalty: 361.296570
	Iteration 2Q: 3 clusters Score -2514.657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2514.656982 Penalty: 361.296570
	Iteration 3F: 3 clusters Score -2514.657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6417.771973 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6417.772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6168.385254 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6168.385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6206.909180 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6206.909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6213.020996 Penalty: 446.380005
	Iteration 2Q: 3 clusters Score -6213.021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6221.215332 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6221.215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6227.583984 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6227.584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6228.969238 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -6228.969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6228.969238 Penalty: 446.380005
	Iteration 6F: 3 clusters Score -6228.969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -7535.768555 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -7535.769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7281.079102 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -7281.079 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7381.116699 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -7381.117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7397.137207 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -7397.137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7404.936523 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -7404.937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7412.998047 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -7412.998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7416.737305 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -7416.737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7417.050293 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -7417.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7417.050293 Penalty: 475.542938
	Iteration 7F: 3 clusters Score -7417.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -8863.344727 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -8863.345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8607.114258 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -8607.114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8760.706055 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -8760.706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8820.709961 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -8820.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8827.809570 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -8827.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8835.714844 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -8835.715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8836.857422 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -8836.857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8836.857422 Penalty: 488.303802
	Iteration 6F: 3 clusters Score -8836.857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -2279.024658 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -2279.025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2130.715088 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -2130.715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2150.158936 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -2150.159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2163.508057 Penalty: 374.089508
	Iteration 2Q: 3 clusters Score -2163.508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2170.676514 Penalty: 374.089508
	Iteration 3Q: 3 clusters Score -2170.677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2170.676514 Penalty: 374.089508
	Iteration 4F: 3 clusters Score -2170.677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -7758.757324 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -7758.757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7491.604492 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -7491.604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7551.608398 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -7551.608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7586.867676 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -7586.868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7621.403320 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -7621.403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7642.591309 Penalty: 481.690735
	Iteration 4F: 3 clusters Score -7642.591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7645.307129 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -7645.307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7646.458008 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -7646.458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7648.244629 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -7648.245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7648.244629 Penalty: 481.690735
	Iteration 8F: 3 clusters Score -7648.245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13154.135742 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13154.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12853.831055 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12853.83 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12943.820312 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12943.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12964.323242 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12964.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12970.844727 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -12970.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12977.611328 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -12977.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12980.233398 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -12980.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12980.863281 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -12980.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12985.546875 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -12985.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12992.096680 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -12992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12995.603516 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -12995.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13011.102539 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -13011.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13019.800781 Penalty: 510.461945
	Iteration 11Q: 3 clusters Score -13019.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13028.592773 Penalty: 510.461945
	Iteration 12Q: 3 clusters Score -13028.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13032.118164 Penalty: 510.461945
	Iteration 13Q: 3 clusters Score -13032.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13035.251953 Penalty: 510.461945
	Iteration 14Q: 3 clusters Score -13035.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13035.251953 Penalty: 510.461945
	Iteration 15F: 3 clusters Score -13035.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -22775.066406 Penalty: 275.370056
	Iteration 0F: 2 clusters Score -22775.07 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 217 members 
Entering Unmasked Estep 
Score: -22309.597656 Penalty: 550.740112
	Iteration 0F: 3 clusters Score -22309.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22414.742188 Penalty: 550.740112
	Iteration 1F: 3 clusters Score -22414.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22444.671875 Penalty: 550.740112
	Iteration 2F: 3 clusters Score -22444.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22464.304688 Penalty: 550.740112
	Iteration 3Q: 3 clusters Score -22464.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22480.228516 Penalty: 550.740112
	Iteration 4Q: 3 clusters Score -22480.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22491.904297 Penalty: 550.740112
	Iteration 5Q: 3 clusters Score -22491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22500.111328 Penalty: 550.740112
	Iteration 6Q: 3 clusters Score -22500.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22505.197266 Penalty: 550.740112
	Iteration 7Q: 3 clusters Score -22505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22507.130859 Penalty: 550.740112
	Iteration 8Q: 3 clusters Score -22507.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22508.640625 Penalty: 550.740112
	Iteration 9Q: 3 clusters Score -22508.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22510.759766 Penalty: 550.740112
	Iteration 10Q: 3 clusters Score -22510.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22512.732422 Penalty: 550.740112
	Iteration 11Q: 3 clusters Score -22512.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22513.117188 Penalty: 550.740112
	Iteration 12Q: 3 clusters Score -22513.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22513.117188 Penalty: 550.740112
	Iteration 13F: 3 clusters Score -22513.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6077.959961 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6077.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5855.998047 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5855.998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5896.700684 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5896.701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5902.114746 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -5902.115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5902.114746 Penalty: 440.821045
	Iteration 3F: 3 clusters Score -5902.115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -5069.981934 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -5069.982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4861.774902 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -4861.775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4906.635254 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4906.635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4911.975098 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -4911.975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4914.907227 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4914.907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4918.904785 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -4918.905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4920.023926 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -4920.024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4920.473633 Penalty: 440.101654
	Iteration 6Q: 3 clusters Score -4920.474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4920.473633 Penalty: 440.101654
	Iteration 7F: 3 clusters Score -4920.474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -15471.087891 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -15471.09 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 182 members 
Entering Unmasked Estep 
Score: -15101.766602 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -15101.77 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15316.133789 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -15316.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15383.932617 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -15383.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15390.224609 Penalty: 536.640991
	Iteration 3Q: 3 clusters Score -15390.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15393.813477 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -15393.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15394.540039 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -15394.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15396.048828 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -15396.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15396.818359 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -15396.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15396.818359 Penalty: 536.640991
	Iteration 8F: 3 clusters Score -15396.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Entering Unmasked Estep 
Score: -649423.250000 Penalty: 425.104034
	Iteration 0F: 2 clusters Score -649423.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -641831.375000 Penalty: 850.208069
	Iteration 0F: 3 clusters Score -641831.4 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -644846.500000 Penalty: 850.208069
	Iteration 1F: 3 clusters Score -644846.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -645005.750000 Penalty: 850.208069
	Iteration 2Q: 3 clusters Score -645005.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -645237.937500 Penalty: 850.208069
	Iteration 3Q: 3 clusters Score -645237.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -645669.187500 Penalty: 850.208069
	Iteration 4F: 3 clusters Score -645669.2 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -646318.625000 Penalty: 850.208069
	Iteration 5F: 3 clusters Score -646318.6 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -647191.437500 Penalty: 850.208069
	Iteration 6F: 3 clusters Score -647191.4 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -647703.562500 Penalty: 850.208069
	Iteration 7F: 3 clusters Score -647703.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -647866.312500 Penalty: 850.208069
	Iteration 8Q: 3 clusters Score -647866.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -647944.500000 Penalty: 850.208069
	Iteration 9Q: 3 clusters Score -647944.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -647993.312500 Penalty: 850.208069
	Iteration 10Q: 3 clusters Score -647993.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -648037.250000 Penalty: 850.208069
	Iteration 11Q: 3 clusters Score -648037.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -648074.812500 Penalty: 850.208069
	Iteration 12Q: 3 clusters Score -648074.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -648121.187500 Penalty: 850.208069
	Iteration 13Q: 3 clusters Score -648121.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -648164.625000 Penalty: 850.208069
	Iteration 14Q: 3 clusters Score -648164.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -648209.187500 Penalty: 850.208069
	Iteration 15Q: 3 clusters Score -648209.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -648246.500000 Penalty: 850.208069
	Iteration 16Q: 3 clusters Score -648246.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -648282.312500 Penalty: 850.208069
	Iteration 17Q: 3 clusters Score -648282.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -648317.437500 Penalty: 850.208069
	Iteration 18Q: 3 clusters Score -648317.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -648348.125000 Penalty: 850.208069
	Iteration 19Q: 3 clusters Score -648348.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -648371.000000 Penalty: 850.208069
	Iteration 20F: 3 clusters Score -648371 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -648389.687500 Penalty: 850.208069
	Iteration 21Q: 3 clusters Score -648389.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -648409.437500 Penalty: 850.208069
	Iteration 22Q: 3 clusters Score -648409.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -648429.875000 Penalty: 850.208069
	Iteration 23Q: 3 clusters Score -648429.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -648452.500000 Penalty: 850.208069
	Iteration 24Q: 3 clusters Score -648452.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -648477.500000 Penalty: 850.208069
	Iteration 25Q: 3 clusters Score -648477.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -648502.812500 Penalty: 850.208069
	Iteration 26Q: 3 clusters Score -648502.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -648523.812500 Penalty: 850.208069
	Iteration 27Q: 3 clusters Score -648523.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -648532.312500 Penalty: 850.208069
	Iteration 28Q: 3 clusters Score -648532.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -648542.125000 Penalty: 850.208069
	Iteration 29Q: 3 clusters Score -648542.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -648555.937500 Penalty: 850.208069
	Iteration 30Q: 3 clusters Score -648555.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -648566.937500 Penalty: 850.208069
	Iteration 31Q: 3 clusters Score -648566.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -648579.500000 Penalty: 850.208069
	Iteration 32Q: 3 clusters Score -648579.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -648592.562500 Penalty: 850.208069
	Iteration 33Q: 3 clusters Score -648592.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -648609.125000 Penalty: 850.208069
	Iteration 34Q: 3 clusters Score -648609.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -648623.812500 Penalty: 850.208069
	Iteration 35Q: 3 clusters Score -648623.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -648638.750000 Penalty: 850.208069
	Iteration 36Q: 3 clusters Score -648638.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -648660.312500 Penalty: 850.208069
	Iteration 37Q: 3 clusters Score -648660.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -648673.187500 Penalty: 850.208069
	Iteration 38Q: 3 clusters Score -648673.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -648682.062500 Penalty: 850.208069
	Iteration 39Q: 3 clusters Score -648682.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -648693.187500 Penalty: 850.208069
	Iteration 40F: 3 clusters Score -648693.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -648704.687500 Penalty: 850.208069
	Iteration 41Q: 3 clusters Score -648704.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -648714.625000 Penalty: 850.208069
	Iteration 42Q: 3 clusters Score -648714.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -648723.875000 Penalty: 850.208069
	Iteration 43Q: 3 clusters Score -648723.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -648737.875000 Penalty: 850.208069
	Iteration 44Q: 3 clusters Score -648737.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -648753.750000 Penalty: 850.208069
	Iteration 45Q: 3 clusters Score -648753.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -648772.375000 Penalty: 850.208069
	Iteration 46Q: 3 clusters Score -648772.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -648797.437500 Penalty: 850.208069
	Iteration 47Q: 3 clusters Score -648797.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -648816.687500 Penalty: 850.208069
	Iteration 48Q: 3 clusters Score -648816.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -648831.937500 Penalty: 850.208069
	Iteration 49Q: 3 clusters Score -648831.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -648844.500000 Penalty: 850.208069
	Iteration 50Q: 3 clusters Score -648844.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -648854.625000 Penalty: 850.208069
	Iteration 51Q: 3 clusters Score -648854.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -648863.125000 Penalty: 850.208069
	Iteration 52Q: 3 clusters Score -648863.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -648878.250000 Penalty: 850.208069
	Iteration 53Q: 3 clusters Score -648878.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -648888.187500 Penalty: 850.208069
	Iteration 54Q: 3 clusters Score -648888.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -648893.812500 Penalty: 850.208069
	Iteration 55Q: 3 clusters Score -648893.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -648898.187500 Penalty: 850.208069
	Iteration 56Q: 3 clusters Score -648898.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -648903.812500 Penalty: 850.208069
	Iteration 57Q: 3 clusters Score -648903.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -648911.187500 Penalty: 850.208069
	Iteration 58Q: 3 clusters Score -648911.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -648918.375000 Penalty: 850.208069
	Iteration 59Q: 3 clusters Score -648918.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -648923.312500 Penalty: 850.208069
	Iteration 60F: 3 clusters Score -648923.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -648925.687500 Penalty: 850.208069
	Iteration 61Q: 3 clusters Score -648925.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -648928.250000 Penalty: 850.208069
	Iteration 62Q: 3 clusters Score -648928.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -648931.687500 Penalty: 850.208069
	Iteration 63Q: 3 clusters Score -648931.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -648936.500000 Penalty: 850.208069
	Iteration 64Q: 3 clusters Score -648936.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -648937.000000 Penalty: 850.208069
	Iteration 65Q: 3 clusters Score -648937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -648938.687500 Penalty: 850.208069
	Iteration 66Q: 3 clusters Score -648938.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -648941.187500 Penalty: 850.208069
	Iteration 67Q: 3 clusters Score -648941.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -648940.437500 Penalty: 850.208069
	Iteration 68Q: 3 clusters Score -648940.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -648941.562500 Penalty: 850.208069
	Iteration 69Q: 3 clusters Score -648941.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -648945.187500 Penalty: 850.208069
	Iteration 70Q: 3 clusters Score -648945.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -648948.187500 Penalty: 850.208069
	Iteration 71Q: 3 clusters Score -648948.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -648949.437500 Penalty: 850.208069
	Iteration 72Q: 3 clusters Score -648949.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -648952.625000 Penalty: 850.208069
	Iteration 73Q: 3 clusters Score -648952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -648952.937500 Penalty: 850.208069
	Iteration 74Q: 3 clusters Score -648952.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -648953.375000 Penalty: 850.208069
	Iteration 75Q: 3 clusters Score -648953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -648953.562500 Penalty: 850.208069
	Iteration 76Q: 3 clusters Score -648953.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -648956.187500 Penalty: 850.208069
	Iteration 77Q: 3 clusters Score -648956.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -648958.812500 Penalty: 850.208069
	Iteration 78Q: 3 clusters Score -648958.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -648960.937500 Penalty: 850.208069
	Iteration 79Q: 3 clusters Score -648960.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -648962.312500 Penalty: 850.208069
	Iteration 80F: 3 clusters Score -648962.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -648964.375000 Penalty: 850.208069
	Iteration 81Q: 3 clusters Score -648964.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -648967.812500 Penalty: 850.208069
	Iteration 82Q: 3 clusters Score -648967.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -648967.062500 Penalty: 850.208069
	Iteration 83Q: 3 clusters Score -648967.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -648968.375000 Penalty: 850.208069
	Iteration 84Q: 3 clusters Score -648968.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -648967.062500 Penalty: 850.208069
	Iteration 85Q: 3 clusters Score -648967.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -648968.062500 Penalty: 850.208069
	Iteration 86Q: 3 clusters Score -648968.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -648971.375000 Penalty: 850.208069
	Iteration 87Q: 3 clusters Score -648971.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -648976.312500 Penalty: 850.208069
	Iteration 88Q: 3 clusters Score -648976.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -648977.375000 Penalty: 850.208069
	Iteration 89Q: 3 clusters Score -648977.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -648980.187500 Penalty: 850.208069
	Iteration 90Q: 3 clusters Score -648980.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -648982.750000 Penalty: 850.208069
	Iteration 91Q: 3 clusters Score -648982.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -648987.062500 Penalty: 850.208069
	Iteration 92Q: 3 clusters Score -648987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -648988.125000 Penalty: 850.208069
	Iteration 93Q: 3 clusters Score -648988.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -648988.312500 Penalty: 850.208069
	Iteration 94Q: 3 clusters Score -648988.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -648990.875000 Penalty: 850.208069
	Iteration 95Q: 3 clusters Score -648990.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -648992.750000 Penalty: 850.208069
	Iteration 96Q: 3 clusters Score -648992.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -648993.625000 Penalty: 850.208069
	Iteration 97Q: 3 clusters Score -648993.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -648993.875000 Penalty: 850.208069
	Iteration 98Q: 3 clusters Score -648993.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -648995.625000 Penalty: 850.208069
	Iteration 99Q: 3 clusters Score -648995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -648995.750000 Penalty: 850.208069
	Iteration 100F: 3 clusters Score -648995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -648996.250000 Penalty: 850.208069
	Iteration 101Q: 3 clusters Score -648996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -648997.375000 Penalty: 850.208069
	Iteration 102Q: 3 clusters Score -648997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -648997.437500 Penalty: 850.208069
	Iteration 103Q: 3 clusters Score -648997.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -648997.750000 Penalty: 850.208069
	Iteration 104Q: 3 clusters Score -648997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -648998.625000 Penalty: 850.208069
	Iteration 105Q: 3 clusters Score -648998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -648999.000000 Penalty: 850.208069
	Iteration 106Q: 3 clusters Score -648999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -649000.000000 Penalty: 850.208069
	Iteration 107Q: 3 clusters Score -649000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -649000.687500 Penalty: 850.208069
	Iteration 108Q: 3 clusters Score -649000.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -649001.812500 Penalty: 850.208069
	Iteration 109Q: 3 clusters Score -649001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -649002.875000 Penalty: 850.208069
	Iteration 110Q: 3 clusters Score -649002.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -649003.000000 Penalty: 850.208069
	Iteration 111Q: 3 clusters Score -649003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -649003.750000 Penalty: 850.208069
	Iteration 112Q: 3 clusters Score -649003.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -649008.062500 Penalty: 850.208069
	Iteration 113Q: 3 clusters Score -649008.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -649012.312500 Penalty: 850.208069
	Iteration 114Q: 3 clusters Score -649012.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -649020.375000 Penalty: 850.208069
	Iteration 115Q: 3 clusters Score -649020.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -649023.500000 Penalty: 850.208069
	Iteration 116Q: 3 clusters Score -649023.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -649027.187500 Penalty: 850.208069
	Iteration 117Q: 3 clusters Score -649027.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -649033.812500 Penalty: 850.208069
	Iteration 118Q: 3 clusters Score -649033.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -649039.000000 Penalty: 850.208069
	Iteration 119Q: 3 clusters Score -649039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -649040.937500 Penalty: 850.208069
	Iteration 120F: 3 clusters Score -649040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -649041.062500 Penalty: 850.208069
	Iteration 121Q: 3 clusters Score -649041.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -649041.687500 Penalty: 850.208069
	Iteration 122Q: 3 clusters Score -649041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -649041.875000 Penalty: 850.208069
	Iteration 123Q: 3 clusters Score -649041.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -649043.312500 Penalty: 850.208069
	Iteration 124Q: 3 clusters Score -649043.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -649044.500000 Penalty: 850.208069
	Iteration 125Q: 3 clusters Score -649044.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -649044.500000 Penalty: 850.208069
	Iteration 126F: 3 clusters Score -649044.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (295544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295544 members 
Entering Unmasked Estep 
Score: -15660898.000000 Penalty: 573.144043
	Iteration 0F: 2 clusters Score -1.56609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147927 members 
Mstep: Class 2 contains 147617 members 
Entering Unmasked Estep 
Score: -15471298.000000 Penalty: 1146.288086
	Iteration 0F: 3 clusters Score -1.54713e+07 nChanged 145585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148410 members 
Mstep: Class 2 contains 147134 members 
Entering Unmasked Estep 
Score: -15560247.000000 Penalty: 1146.288086
	Iteration 1F: 3 clusters Score -1.556025e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149106 members 
Mstep: Class 2 contains 146438 members 
Entering Unmasked Estep 
Score: -15561989.000000 Penalty: 1146.288086
	Iteration 2Q: 3 clusters Score -1.556199e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150375 members 
Mstep: Class 2 contains 145169 members 
Entering Unmasked Estep 
Score: -15564475.000000 Penalty: 1146.288086
	Iteration 3Q: 3 clusters Score -1.556448e+07 nChanged 10326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152535 members 
Mstep: Class 2 contains 143009 members 
Entering Unmasked Estep 
Score: -15567944.000000 Penalty: 1146.288086
	Iteration 4Q: 3 clusters Score -1.556794e+07 nChanged 12055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156150 members 
Mstep: Class 2 contains 139394 members 
Entering Unmasked Estep 
Score: -15573163.000000 Penalty: 1146.288086
	Iteration 5Q: 3 clusters Score -1.557316e+07 nChanged 14302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161656 members 
Mstep: Class 2 contains 133888 members 
Entering Unmasked Estep 
Score: -15580638.000000 Penalty: 1146.288086
	Iteration 6Q: 3 clusters Score -1.558064e+07 nChanged 16819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168707 members 
Mstep: Class 2 contains 126837 members 
Entering Unmasked Estep 
Score: -15590833.000000 Penalty: 1146.288086
	Iteration 7F: 3 clusters Score -1.559083e+07 nChanged 18497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175576 members 
Mstep: Class 2 contains 119968 members 
Entering Unmasked Estep 
Score: -15602811.000000 Penalty: 1146.288086
	Iteration 8F: 3 clusters Score -1.560281e+07 nChanged 17356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180584 members 
Mstep: Class 2 contains 114960 members 
Entering Unmasked Estep 
Score: -15611972.000000 Penalty: 1146.288086
	Iteration 9F: 3 clusters Score -1.561197e+07 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183547 members 
Mstep: Class 2 contains 111997 members 
Entering Unmasked Estep 
Score: -15616486.000000 Penalty: 1146.288086
	Iteration 10Q: 3 clusters Score -1.561649e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185269 members 
Mstep: Class 2 contains 110275 members 
Entering Unmasked Estep 
Score: -15617899.000000 Penalty: 1146.288086
	Iteration 11Q: 3 clusters Score -1.56179e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186648 members 
Mstep: Class 2 contains 108896 members 
Entering Unmasked Estep 
Score: -15618386.000000 Penalty: 1146.288086
	Iteration 12Q: 3 clusters Score -1.561839e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187782 members 
Mstep: Class 2 contains 107762 members 
Entering Unmasked Estep 
Score: -15618556.000000 Penalty: 1146.288086
	Iteration 13Q: 3 clusters Score -1.561856e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188784 members 
Mstep: Class 2 contains 106760 members 
Entering Unmasked Estep 
Score: -15618606.000000 Penalty: 1146.288086
	Iteration 14Q: 3 clusters Score -1.561861e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189747 members 
Mstep: Class 2 contains 105797 members 
Entering Unmasked Estep 
Score: -15618745.000000 Penalty: 1146.288086
	Iteration 15Q: 3 clusters Score -1.561874e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190679 members 
Mstep: Class 2 contains 104865 members 
Entering Unmasked Estep 
Score: -15618857.000000 Penalty: 1146.288086
	Iteration 16Q: 3 clusters Score -1.561886e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191681 members 
Mstep: Class 2 contains 103863 members 
Entering Unmasked Estep 
Score: -15618959.000000 Penalty: 1146.288086
	Iteration 17Q: 3 clusters Score -1.561896e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192682 members 
Mstep: Class 2 contains 102862 members 
Entering Unmasked Estep 
Score: -15619097.000000 Penalty: 1146.288086
	Iteration 18Q: 3 clusters Score -1.56191e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193684 members 
Mstep: Class 2 contains 101860 members 
Entering Unmasked Estep 
Score: -15619264.000000 Penalty: 1146.288086
	Iteration 19Q: 3 clusters Score -1.561926e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194754 members 
Mstep: Class 2 contains 100790 members 
Entering Unmasked Estep 
Score: -15619555.000000 Penalty: 1146.288086
	Iteration 20F: 3 clusters Score -1.561956e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195838 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -15619773.000000 Penalty: 1146.288086
	Iteration 21Q: 3 clusters Score -1.561977e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197040 members 
Mstep: Class 2 contains 98504 members 
Entering Unmasked Estep 
Score: -15620045.000000 Penalty: 1146.288086
	Iteration 22Q: 3 clusters Score -1.562004e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198247 members 
Mstep: Class 2 contains 97297 members 
Entering Unmasked Estep 
Score: -15620329.000000 Penalty: 1146.288086
	Iteration 23Q: 3 clusters Score -1.562033e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199521 members 
Mstep: Class 2 contains 96023 members 
Entering Unmasked Estep 
Score: -15620470.000000 Penalty: 1146.288086
	Iteration 24Q: 3 clusters Score -1.562047e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200864 members 
Mstep: Class 2 contains 94680 members 
Entering Unmasked Estep 
Score: -15620737.000000 Penalty: 1146.288086
	Iteration 25Q: 3 clusters Score -1.562074e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202288 members 
Mstep: Class 2 contains 93256 members 
Entering Unmasked Estep 
Score: -15621012.000000 Penalty: 1146.288086
	Iteration 26Q: 3 clusters Score -1.562101e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203730 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -15621473.000000 Penalty: 1146.288086
	Iteration 27Q: 3 clusters Score -1.562147e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205286 members 
Mstep: Class 2 contains 90258 members 
Entering Unmasked Estep 
Score: -15621987.000000 Penalty: 1146.288086
	Iteration 28Q: 3 clusters Score -1.562199e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207004 members 
Mstep: Class 2 contains 88540 members 
Entering Unmasked Estep 
Score: -15622430.000000 Penalty: 1146.288086
	Iteration 29Q: 3 clusters Score -1.562243e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208863 members 
Mstep: Class 2 contains 86681 members 
Entering Unmasked Estep 
Score: -15622948.000000 Penalty: 1146.288086
	Iteration 30Q: 3 clusters Score -1.562295e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210777 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -15623624.000000 Penalty: 1146.288086
	Iteration 31Q: 3 clusters Score -1.562362e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212927 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -15624275.000000 Penalty: 1146.288086
	Iteration 32Q: 3 clusters Score -1.562428e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215261 members 
Mstep: Class 2 contains 80283 members 
Entering Unmasked Estep 
Score: -15624937.000000 Penalty: 1146.288086
	Iteration 33Q: 3 clusters Score -1.562494e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217623 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -15625721.000000 Penalty: 1146.288086
	Iteration 34Q: 3 clusters Score -1.562572e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220138 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -15626354.000000 Penalty: 1146.288086
	Iteration 35Q: 3 clusters Score -1.562635e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222559 members 
Mstep: Class 2 contains 72985 members 
Entering Unmasked Estep 
Score: -15627050.000000 Penalty: 1146.288086
	Iteration 36Q: 3 clusters Score -1.562705e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225114 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -15627855.000000 Penalty: 1146.288086
	Iteration 37Q: 3 clusters Score -1.562786e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227822 members 
Mstep: Class 2 contains 67722 members 
Entering Unmasked Estep 
Score: -15628755.000000 Penalty: 1146.288086
	Iteration 38Q: 3 clusters Score -1.562876e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230531 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -15629734.000000 Penalty: 1146.288086
	Iteration 39Q: 3 clusters Score -1.562973e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233396 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -15630874.000000 Penalty: 1146.288086
	Iteration 40F: 3 clusters Score -1.563087e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236353 members 
Mstep: Class 2 contains 59191 members 
Entering Unmasked Estep 
Score: -15632052.000000 Penalty: 1146.288086
	Iteration 41Q: 3 clusters Score -1.563205e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239454 members 
Mstep: Class 2 contains 56090 members 
Entering Unmasked Estep 
Score: -15633305.000000 Penalty: 1146.288086
	Iteration 42Q: 3 clusters Score -1.56333e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242610 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -15634486.000000 Penalty: 1146.288086
	Iteration 43Q: 3 clusters Score -1.563449e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245901 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -15635951.000000 Penalty: 1146.288086
	Iteration 44Q: 3 clusters Score -1.563595e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249306 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -15637513.000000 Penalty: 1146.288086
	Iteration 45Q: 3 clusters Score -1.563751e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252818 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -15639129.000000 Penalty: 1146.288086
	Iteration 46Q: 3 clusters Score -1.563913e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256374 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -15640701.000000 Penalty: 1146.288086
	Iteration 47Q: 3 clusters Score -1.56407e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259879 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -15642385.000000 Penalty: 1146.288086
	Iteration 48Q: 3 clusters Score -1.564238e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263457 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -15644244.000000 Penalty: 1146.288086
	Iteration 49Q: 3 clusters Score -1.564424e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267065 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -15647455.000000 Penalty: 1146.288086
	Iteration 50Q: 3 clusters Score -1.564746e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270868 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -15650786.000000 Penalty: 1146.288086
	Iteration 51Q: 3 clusters Score -1.565079e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274880 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -15653864.000000 Penalty: 1146.288086
	Iteration 52Q: 3 clusters Score -1.565386e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278904 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -15656349.000000 Penalty: 1146.288086
	Iteration 53Q: 3 clusters Score -1.565635e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282727 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -15658154.000000 Penalty: 1146.288086
	Iteration 54Q: 3 clusters Score -1.565815e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286006 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -15659062.000000 Penalty: 1146.288086
	Iteration 55Q: 3 clusters Score -1.565906e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288851 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -15659745.000000 Penalty: 1146.288086
	Iteration 56Q: 3 clusters Score -1.565974e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291093 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -15660117.000000 Penalty: 1146.288086
	Iteration 57Q: 3 clusters Score -1.566012e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292661 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -15660285.000000 Penalty: 1146.288086
	Iteration 58Q: 3 clusters Score -1.566028e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293729 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -15660382.000000 Penalty: 1146.288086
	Iteration 59Q: 3 clusters Score -1.566038e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294400 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -15660467.000000 Penalty: 1146.288086
	Iteration 60F: 3 clusters Score -1.566047e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294806 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -15660461.000000 Penalty: 1146.288086
	Iteration 61Q: 3 clusters Score -1.566046e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295032 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15660421.000000 Penalty: 1146.288086
	Iteration 62Q: 3 clusters Score -1.566042e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295163 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -15660428.000000 Penalty: 1146.288086
	Iteration 63Q: 3 clusters Score -1.566043e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295248 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -15660469.000000 Penalty: 1146.288086
	Iteration 64Q: 3 clusters Score -1.566047e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295287 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -15660460.000000 Penalty: 1146.288086
	Iteration 65Q: 3 clusters Score -1.566046e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295320 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15660481.000000 Penalty: 1146.288086
	Iteration 66Q: 3 clusters Score -1.566048e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295347 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15660500.000000 Penalty: 1146.288086
	Iteration 67Q: 3 clusters Score -1.56605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295362 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15660499.000000 Penalty: 1146.288086
	Iteration 68Q: 3 clusters Score -1.56605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295374 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15660514.000000 Penalty: 1146.288086
	Iteration 69Q: 3 clusters Score -1.566051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295381 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15660514.000000 Penalty: 1146.288086
	Iteration 70Q: 3 clusters Score -1.566051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295389 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15660519.000000 Penalty: 1146.288086
	Iteration 71Q: 3 clusters Score -1.566052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295393 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15660530.000000 Penalty: 1146.288086
	Iteration 72Q: 3 clusters Score -1.566053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295400 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15660524.000000 Penalty: 1146.288086
	Iteration 73Q: 3 clusters Score -1.566052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295402 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15660526.000000 Penalty: 1146.288086
	Iteration 74Q: 3 clusters Score -1.566053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295402 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15660526.000000 Penalty: 1146.288086
	Iteration 75Q: 3 clusters Score -1.566053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295401 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15660522.000000 Penalty: 1146.288086
	Iteration 76Q: 3 clusters Score -1.566052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295402 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15660529.000000 Penalty: 1146.288086
	Iteration 77Q: 3 clusters Score -1.566053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295404 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15660522.000000 Penalty: 1146.288086
	Iteration 78Q: 3 clusters Score -1.566052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295404 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15660522.000000 Penalty: 1146.288086
	Iteration 79F: 3 clusters Score -1.566052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 7453 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52385 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 74614 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17178 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2783 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49415 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 11418 members 
Mstep: Class 36 contains 295544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471564.000000 Penalty: 21605.181641
Iteration 439Q: 37 clusters Score -2.747156e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7453 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52403 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 74448 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17199 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2783 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49411 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 11488 members 
Mstep: Class 36 contains 295615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471514.000000 Penalty: 21605.181641
Iteration 440F: 37 clusters Score -2.747151e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 7453 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52422 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 74268 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17224 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2784 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49407 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 11558 members 
Mstep: Class 36 contains 295697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471466.000000 Penalty: 21605.181641
Iteration 441Q: 37 clusters Score -2.747147e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7452 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52441 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 74102 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17248 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2782 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49402 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 11630 members 
Mstep: Class 36 contains 295769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471484.000000 Penalty: 21605.181641
Iteration 442Q: 37 clusters Score -2.747148e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7449 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52459 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 73941 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17284 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2779 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49396 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 2269 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 11717 members 
Mstep: Class 36 contains 295813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471462.000000 Penalty: 21605.181641
Iteration 443Q: 37 clusters Score -2.747146e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7447 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52479 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 73772 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2779 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49391 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2265 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 11798 members 
Mstep: Class 36 contains 295866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471472.000000 Penalty: 21605.181641
Iteration 444Q: 37 clusters Score -2.747147e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7446 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52497 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 73613 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17343 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2780 members 
Mstep: Class 16 contains 1508 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49390 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2258 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 11869 members 
Mstep: Class 36 contains 295926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471440.000000 Penalty: 21605.181641
Iteration 445Q: 37 clusters Score -2.747144e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52520 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 73448 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17367 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2778 members 
Mstep: Class 16 contains 1508 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49385 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2254 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 11938 members 
Mstep: Class 36 contains 295992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471394.000000 Penalty: 21605.181641
Iteration 446Q: 37 clusters Score -2.747139e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52554 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 73300 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17384 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2777 members 
Mstep: Class 16 contains 1508 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49379 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2248 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 12018 members 
Mstep: Class 36 contains 296033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471334.000000 Penalty: 21605.181641
Iteration 447Q: 37 clusters Score -2.747133e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52581 members 
Mstep: Class 5 contains 509 members 
Mstep: Class 6 contains 73152 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17403 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2776 members 
Mstep: Class 16 contains 1509 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49379 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2247 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 12114 members 
Mstep: Class 36 contains 296047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471364.000000 Penalty: 21605.181641
Iteration 448Q: 37 clusters Score -2.747136e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7444 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52612 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 73010 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17413 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 2773 members 
Mstep: Class 16 contains 1510 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49381 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2245 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 12206 members 
Mstep: Class 36 contains 296067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471376.000000 Penalty: 21605.181641
Iteration 449Q: 37 clusters Score -2.747138e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7444 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52640 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 72857 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17422 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2770 members 
Mstep: Class 16 contains 1510 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49380 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2243 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 12289 members 
Mstep: Class 36 contains 296108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471454.000000 Penalty: 21605.181641
Iteration 450Q: 37 clusters Score -2.747145e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 7444 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52664 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 72718 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17430 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2771 members 
Mstep: Class 16 contains 1510 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49380 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 12361 members 
Mstep: Class 36 contains 296149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471482.000000 Penalty: 21605.181641
Iteration 451Q: 37 clusters Score -2.747148e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 7444 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52674 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17448 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 2769 members 
Mstep: Class 16 contains 1510 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49377 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2240 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 12440 members 
Mstep: Class 36 contains 296187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471504.000000 Penalty: 21605.181641
Iteration 452Q: 37 clusters Score -2.74715e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 7444 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52701 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 72451 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17456 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 2767 members 
Mstep: Class 16 contains 1510 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49376 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2232 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 296218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471524.000000 Penalty: 21605.181641
Iteration 453Q: 37 clusters Score -2.747152e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7444 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52733 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 72308 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17460 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 2766 members 
Mstep: Class 16 contains 1511 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49372 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2234 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 12607 members 
Mstep: Class 36 contains 296254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471520.000000 Penalty: 21605.181641
Iteration 454Q: 37 clusters Score -2.747152e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52755 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 72151 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17470 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 2764 members 
Mstep: Class 16 contains 1512 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49366 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2227 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 12697 members 
Mstep: Class 36 contains 296317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471478.000000 Penalty: 21605.181641
Iteration 455Q: 37 clusters Score -2.747148e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52776 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 72006 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17479 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 2760 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49362 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2222 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 12777 members 
Mstep: Class 36 contains 296385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471434.000000 Penalty: 21605.181641
Iteration 456Q: 37 clusters Score -2.747143e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52796 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 71876 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17486 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 2759 members 
Mstep: Class 16 contains 1512 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49361 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2224 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 12840 members 
Mstep: Class 36 contains 296442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471340.000000 Penalty: 21605.181641
Iteration 457Q: 37 clusters Score -2.747134e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52821 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 71761 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 423 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17488 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 2755 members 
Mstep: Class 16 contains 1515 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49359 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2223 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 12898 members 
Mstep: Class 36 contains 296496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471372.000000 Penalty: 21605.181641
Iteration 458Q: 37 clusters Score -2.747137e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52843 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 71651 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 422 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17498 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 16 contains 1517 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49354 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 2224 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 12949 members 
Mstep: Class 36 contains 296534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471332.000000 Penalty: 21605.181641
Iteration 459Q: 37 clusters Score -2.747133e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 7443 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52870 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 71538 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 421 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17517 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 16 contains 1519 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49348 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 2223 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13011 members 
Mstep: Class 36 contains 296559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471404.000000 Penalty: 21605.181641
Iteration 460F: 37 clusters Score -2.74714e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52905 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 71402 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17547 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 16 contains 1521 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49339 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 2224 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13062 members 
Mstep: Class 36 contains 296588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471376.000000 Penalty: 21605.181641
Iteration 461Q: 37 clusters Score -2.747138e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52932 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 71267 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17572 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 16 contains 1523 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49333 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2227 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13123 members 
Mstep: Class 36 contains 296610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471336.000000 Penalty: 21605.181641
Iteration 462Q: 37 clusters Score -2.747134e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52972 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 71139 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17591 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 2745 members 
Mstep: Class 16 contains 1523 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49322 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 2229 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13184 members 
Mstep: Class 36 contains 296628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471338.000000 Penalty: 21605.181641
Iteration 463Q: 37 clusters Score -2.747134e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7441 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 52991 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 71004 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17627 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 2744 members 
Mstep: Class 16 contains 1526 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49321 members 
Mstep: Class 19 contains 970 members 
Mstep: Class 20 contains 2230 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13239 members 
Mstep: Class 36 contains 296648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471440.000000 Penalty: 21605.181641
Iteration 464Q: 37 clusters Score -2.747144e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7439 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53002 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 70872 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17667 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 16 contains 1526 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49325 members 
Mstep: Class 19 contains 970 members 
Mstep: Class 20 contains 2229 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13284 members 
Mstep: Class 36 contains 296677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471486.000000 Penalty: 21605.181641
Iteration 465Q: 37 clusters Score -2.747149e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 7438 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53007 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 70734 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17705 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 2742 members 
Mstep: Class 16 contains 1525 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49328 members 
Mstep: Class 19 contains 970 members 
Mstep: Class 20 contains 2228 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13341 members 
Mstep: Class 36 contains 296714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471512.000000 Penalty: 21605.181641
Iteration 466Q: 37 clusters Score -2.747151e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7437 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53000 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 70589 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17736 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2742 members 
Mstep: Class 16 contains 1528 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49329 members 
Mstep: Class 19 contains 970 members 
Mstep: Class 20 contains 2223 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13421 members 
Mstep: Class 36 contains 296750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471584.000000 Penalty: 21605.181641
Iteration 467Q: 37 clusters Score -2.747158e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53003 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 70434 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17767 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2742 members 
Mstep: Class 16 contains 1528 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49326 members 
Mstep: Class 19 contains 970 members 
Mstep: Class 20 contains 2214 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13509 members 
Mstep: Class 36 contains 296788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471530.000000 Penalty: 21605.181641
Iteration 468Q: 37 clusters Score -2.747153e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7434 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53000 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 70298 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17793 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2741 members 
Mstep: Class 16 contains 1528 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49323 members 
Mstep: Class 19 contains 970 members 
Mstep: Class 20 contains 2210 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13562 members 
Mstep: Class 36 contains 296856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471560.000000 Penalty: 21605.181641
Iteration 469Q: 37 clusters Score -2.747156e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 7433 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53003 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 70181 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17798 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 1527 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49317 members 
Mstep: Class 19 contains 970 members 
Mstep: Class 20 contains 2208 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13620 members 
Mstep: Class 36 contains 296918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471516.000000 Penalty: 21605.181641
Iteration 470Q: 37 clusters Score -2.747152e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7429 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53018 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 70050 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17821 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2737 members 
Mstep: Class 16 contains 1527 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49314 members 
Mstep: Class 19 contains 970 members 
Mstep: Class 20 contains 2208 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13667 members 
Mstep: Class 36 contains 296977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471504.000000 Penalty: 21605.181641
Iteration 471Q: 37 clusters Score -2.74715e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7425 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53052 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 69936 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17850 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2734 members 
Mstep: Class 16 contains 1527 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49307 members 
Mstep: Class 19 contains 970 members 
Mstep: Class 20 contains 2205 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13694 members 
Mstep: Class 36 contains 297022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471514.000000 Penalty: 21605.181641
Iteration 472Q: 37 clusters Score -2.747151e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53060 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 69840 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 419 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17872 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1527 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49293 members 
Mstep: Class 19 contains 970 members 
Mstep: Class 20 contains 2206 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13714 members 
Mstep: Class 36 contains 297095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471454.000000 Penalty: 21605.181641
Iteration 473Q: 37 clusters Score -2.747145e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7415 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53085 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 69754 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17885 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 16 contains 1527 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49288 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 2206 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13734 members 
Mstep: Class 36 contains 297137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471414.000000 Penalty: 21605.181641
Iteration 474Q: 37 clusters Score -2.747141e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53111 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 69673 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17914 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 16 contains 1526 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49288 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2210 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13747 members 
Mstep: Class 36 contains 297159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471426.000000 Penalty: 21605.181641
Iteration 475Q: 37 clusters Score -2.747143e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7404 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53149 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 69591 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17941 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 2724 members 
Mstep: Class 16 contains 1527 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49279 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2213 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13765 members 
Mstep: Class 36 contains 297170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471368.000000 Penalty: 21605.181641
Iteration 476Q: 37 clusters Score -2.747137e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 7399 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53172 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 69524 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17961 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 1530 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49268 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 2214 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13774 members 
Mstep: Class 36 contains 297205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471352.000000 Penalty: 21605.181641
Iteration 477Q: 37 clusters Score -2.747135e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7396 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53190 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 69439 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17974 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49254 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 2213 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13807 members 
Mstep: Class 36 contains 297236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471356.000000 Penalty: 21605.181641
Iteration 478Q: 37 clusters Score -2.747136e+07 nChanged 385
Entering ConstructFrom: 
Score: -27471356.000000 Penalty: 21605.181641
Entering ConstructFrom: 
Trying to split cluster 1 (4658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Entering Unmasked Estep 
Score: -253588.281250 Penalty: 384.308533
	Iteration 0F: 2 clusters Score -253588.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -250399.125000 Penalty: 768.617065
	Iteration 0F: 3 clusters Score -250399.1 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -251554.203125 Penalty: 768.617065
	Iteration 1F: 3 clusters Score -251554.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -251741.218750 Penalty: 768.617065
	Iteration 2F: 3 clusters Score -251741.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -251996.296875 Penalty: 768.617065
	Iteration 3F: 3 clusters Score -251996.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -252235.671875 Penalty: 768.617065
	Iteration 4F: 3 clusters Score -252235.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -252414.796875 Penalty: 768.617065
	Iteration 5F: 3 clusters Score -252414.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -252600.687500 Penalty: 768.617065
	Iteration 6F: 3 clusters Score -252600.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -252775.171875 Penalty: 768.617065
	Iteration 7F: 3 clusters Score -252775.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -252931.140625 Penalty: 768.617065
	Iteration 8Q: 3 clusters Score -252931.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -253032.890625 Penalty: 768.617065
	Iteration 9Q: 3 clusters Score -253032.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -253090.578125 Penalty: 768.617065
	Iteration 10Q: 3 clusters Score -253090.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -253148.531250 Penalty: 768.617065
	Iteration 11Q: 3 clusters Score -253148.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -253210.015625 Penalty: 768.617065
	Iteration 12Q: 3 clusters Score -253210 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -253262.843750 Penalty: 768.617065
	Iteration 13Q: 3 clusters Score -253262.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -253318.281250 Penalty: 768.617065
	Iteration 14Q: 3 clusters Score -253318.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -253362.078125 Penalty: 768.617065
	Iteration 15Q: 3 clusters Score -253362.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -253386.593750 Penalty: 768.617065
	Iteration 16Q: 3 clusters Score -253386.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -253404.343750 Penalty: 768.617065
	Iteration 17Q: 3 clusters Score -253404.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -253413.359375 Penalty: 768.617065
	Iteration 18Q: 3 clusters Score -253413.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -253420.500000 Penalty: 768.617065
	Iteration 19Q: 3 clusters Score -253420.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -253423.906250 Penalty: 768.617065
	Iteration 20F: 3 clusters Score -253423.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -253425.781250 Penalty: 768.617065
	Iteration 21Q: 3 clusters Score -253425.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -253429.546875 Penalty: 768.617065
	Iteration 22Q: 3 clusters Score -253429.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -253432.656250 Penalty: 768.617065
	Iteration 23Q: 3 clusters Score -253432.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -253433.656250 Penalty: 768.617065
	Iteration 24Q: 3 clusters Score -253433.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -253434.734375 Penalty: 768.617065
	Iteration 25Q: 3 clusters Score -253434.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -253435.312500 Penalty: 768.617065
	Iteration 26Q: 3 clusters Score -253435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -253435.609375 Penalty: 768.617065
	Iteration 27Q: 3 clusters Score -253435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -253436.406250 Penalty: 768.617065
	Iteration 28Q: 3 clusters Score -253436.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -253436.406250 Penalty: 768.617065
	Iteration 29F: 3 clusters Score -253436.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Entering Unmasked Estep 
Score: -365038.468750 Penalty: 405.339478
	Iteration 0F: 2 clusters Score -365038.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -360065.562500 Penalty: 810.678955
	Iteration 0F: 3 clusters Score -360065.6 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -362075.750000 Penalty: 810.678955
	Iteration 1F: 3 clusters Score -362075.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -362343.000000 Penalty: 810.678955
	Iteration 2F: 3 clusters Score -362343 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -362722.593750 Penalty: 810.678955
	Iteration 3F: 3 clusters Score -362722.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -363160.281250 Penalty: 810.678955
	Iteration 4F: 3 clusters Score -363160.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -363567.218750 Penalty: 810.678955
	Iteration 5F: 3 clusters Score -363567.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -363895.000000 Penalty: 810.678955
	Iteration 6F: 3 clusters Score -363895 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -364152.093750 Penalty: 810.678955
	Iteration 7Q: 3 clusters Score -364152.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -364296.375000 Penalty: 810.678955
	Iteration 8Q: 3 clusters Score -364296.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -364407.437500 Penalty: 810.678955
	Iteration 9Q: 3 clusters Score -364407.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -364494.125000 Penalty: 810.678955
	Iteration 10Q: 3 clusters Score -364494.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -364571.312500 Penalty: 810.678955
	Iteration 11Q: 3 clusters Score -364571.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -364650.906250 Penalty: 810.678955
	Iteration 12Q: 3 clusters Score -364650.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -364693.812500 Penalty: 810.678955
	Iteration 13Q: 3 clusters Score -364693.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -364712.687500 Penalty: 810.678955
	Iteration 14Q: 3 clusters Score -364712.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -364725.218750 Penalty: 810.678955
	Iteration 15Q: 3 clusters Score -364725.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -364730.468750 Penalty: 810.678955
	Iteration 16Q: 3 clusters Score -364730.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -364736.062500 Penalty: 810.678955
	Iteration 17Q: 3 clusters Score -364736.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -364739.781250 Penalty: 810.678955
	Iteration 18Q: 3 clusters Score -364739.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -364743.781250 Penalty: 810.678955
	Iteration 19Q: 3 clusters Score -364743.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -364748.093750 Penalty: 810.678955
	Iteration 20F: 3 clusters Score -364748.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -364749.906250 Penalty: 810.678955
	Iteration 21Q: 3 clusters Score -364749.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -364754.156250 Penalty: 810.678955
	Iteration 22Q: 3 clusters Score -364754.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -364757.156250 Penalty: 810.678955
	Iteration 23Q: 3 clusters Score -364757.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -364759.937500 Penalty: 810.678955
	Iteration 24Q: 3 clusters Score -364759.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -364764.375000 Penalty: 810.678955
	Iteration 25Q: 3 clusters Score -364764.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -364767.312500 Penalty: 810.678955
	Iteration 26Q: 3 clusters Score -364767.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -364771.750000 Penalty: 810.678955
	Iteration 27Q: 3 clusters Score -364771.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -364776.593750 Penalty: 810.678955
	Iteration 28Q: 3 clusters Score -364776.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -364783.562500 Penalty: 810.678955
	Iteration 29Q: 3 clusters Score -364783.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -364790.843750 Penalty: 810.678955
	Iteration 30Q: 3 clusters Score -364790.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -364798.218750 Penalty: 810.678955
	Iteration 31Q: 3 clusters Score -364798.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -364804.906250 Penalty: 810.678955
	Iteration 32Q: 3 clusters Score -364804.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -364810.031250 Penalty: 810.678955
	Iteration 33Q: 3 clusters Score -364810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -364815.250000 Penalty: 810.678955
	Iteration 34Q: 3 clusters Score -364815.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -364817.187500 Penalty: 810.678955
	Iteration 35Q: 3 clusters Score -364817.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -364819.375000 Penalty: 810.678955
	Iteration 36Q: 3 clusters Score -364819.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -364821.937500 Penalty: 810.678955
	Iteration 37Q: 3 clusters Score -364821.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -364822.812500 Penalty: 810.678955
	Iteration 38Q: 3 clusters Score -364822.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -364825.093750 Penalty: 810.678955
	Iteration 39Q: 3 clusters Score -364825.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -364824.093750 Penalty: 810.678955
	Iteration 40F: 3 clusters Score -364824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -364823.875000 Penalty: 810.678955
	Iteration 41Q: 3 clusters Score -364823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -364824.875000 Penalty: 810.678955
	Iteration 42Q: 3 clusters Score -364824.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -364824.781250 Penalty: 810.678955
	Iteration 43Q: 3 clusters Score -364824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -364825.718750 Penalty: 810.678955
	Iteration 44Q: 3 clusters Score -364825.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -364826.406250 Penalty: 810.678955
	Iteration 45Q: 3 clusters Score -364826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -364826.812500 Penalty: 810.678955
	Iteration 46Q: 3 clusters Score -364826.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -364827.625000 Penalty: 810.678955
	Iteration 47Q: 3 clusters Score -364827.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -364828.937500 Penalty: 810.678955
	Iteration 48Q: 3 clusters Score -364828.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -364830.875000 Penalty: 810.678955
	Iteration 49Q: 3 clusters Score -364830.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -364831.750000 Penalty: 810.678955
	Iteration 50Q: 3 clusters Score -364831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -364831.343750 Penalty: 810.678955
	Iteration 51Q: 3 clusters Score -364831.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -364831.343750 Penalty: 810.678955
	Iteration 52F: 3 clusters Score -364831.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -14627.034180 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -14627.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14241.594727 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -14241.59 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14341.898438 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -14341.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14376.847656 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -14376.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14406.105469 Penalty: 525.201111
	Iteration 3F: 3 clusters Score -14406.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14413.463867 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -14413.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14418.127930 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -14418.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14421.736328 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -14421.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14421.736328 Penalty: 525.201111
	Iteration 7F: 3 clusters Score -14421.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Entering Unmasked Estep 
Score: -2930976.250000 Penalty: 495.135345
	Iteration 0F: 2 clusters Score -2930976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -2895258.000000 Penalty: 990.270691
	Iteration 0F: 3 clusters Score -2895258 nChanged 25732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -2910529.000000 Penalty: 990.270691
	Iteration 1F: 3 clusters Score -2910529 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -2910939.250000 Penalty: 990.270691
	Iteration 2Q: 3 clusters Score -2910939 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -2911496.750000 Penalty: 990.270691
	Iteration 3Q: 3 clusters Score -2911497 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -2912415.750000 Penalty: 990.270691
	Iteration 4Q: 3 clusters Score -2912416 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -2913909.750000 Penalty: 990.270691
	Iteration 5F: 3 clusters Score -2913910 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -2916181.750000 Penalty: 990.270691
	Iteration 6F: 3 clusters Score -2916182 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -2919495.750000 Penalty: 990.270691
	Iteration 7F: 3 clusters Score -2919496 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -2923253.000000 Penalty: 990.270691
	Iteration 8F: 3 clusters Score -2923253 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -2926387.750000 Penalty: 990.270691
	Iteration 9F: 3 clusters Score -2926388 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -2928493.000000 Penalty: 990.270691
	Iteration 10Q: 3 clusters Score -2928493 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -2929652.750000 Penalty: 990.270691
	Iteration 11Q: 3 clusters Score -2929653 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -2930175.250000 Penalty: 990.270691
	Iteration 12Q: 3 clusters Score -2930175 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 52778 members 
Entering Unmasked Estep 
Score: -2930398.750000 Penalty: 990.270691
	Iteration 13Q: 3 clusters Score -2930399 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -2930511.500000 Penalty: 990.270691
	Iteration 14Q: 3 clusters Score -2930512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -2930556.250000 Penalty: 990.270691
	Iteration 15Q: 3 clusters Score -2930556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -2930590.000000 Penalty: 990.270691
	Iteration 16Q: 3 clusters Score -2930590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -2930607.250000 Penalty: 990.270691
	Iteration 17Q: 3 clusters Score -2930607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -2930618.000000 Penalty: 990.270691
	Iteration 18Q: 3 clusters Score -2930618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -2930622.750000 Penalty: 990.270691
	Iteration 19Q: 3 clusters Score -2930623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -2930633.000000 Penalty: 990.270691
	Iteration 20F: 3 clusters Score -2930633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -2930642.250000 Penalty: 990.270691
	Iteration 21Q: 3 clusters Score -2930642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -2930649.750000 Penalty: 990.270691
	Iteration 22Q: 3 clusters Score -2930650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -2930656.250000 Penalty: 990.270691
	Iteration 23Q: 3 clusters Score -2930656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -2930660.750000 Penalty: 990.270691
	Iteration 24Q: 3 clusters Score -2930661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -2930663.250000 Penalty: 990.270691
	Iteration 25Q: 3 clusters Score -2930663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -2930666.750000 Penalty: 990.270691
	Iteration 26Q: 3 clusters Score -2930667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -2930668.500000 Penalty: 990.270691
	Iteration 27Q: 3 clusters Score -2930668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -2930670.250000 Penalty: 990.270691
	Iteration 28Q: 3 clusters Score -2930670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -2930670.250000 Penalty: 990.270691
	Iteration 29F: 3 clusters Score -2930670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -26759.210938 Penalty: 283.486908
	Iteration 0F: 2 clusters Score -26759.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26261.183594 Penalty: 566.973816
	Iteration 0F: 3 clusters Score -26261.18 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26357.140625 Penalty: 566.973816
	Iteration 1F: 3 clusters Score -26357.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26379.578125 Penalty: 566.973816
	Iteration 2F: 3 clusters Score -26379.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -26397.759766 Penalty: 566.973816
	Iteration 3Q: 3 clusters Score -26397.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -26410.925781 Penalty: 566.973816
	Iteration 4Q: 3 clusters Score -26410.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26422.755859 Penalty: 566.973816
	Iteration 5Q: 3 clusters Score -26422.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26437.728516 Penalty: 566.973816
	Iteration 6Q: 3 clusters Score -26437.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -26445.681641 Penalty: 566.973816
	Iteration 7Q: 3 clusters Score -26445.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -26448.630859 Penalty: 566.973816
	Iteration 8Q: 3 clusters Score -26448.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -26449.478516 Penalty: 566.973816
	Iteration 9Q: 3 clusters Score -26449.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -26449.839844 Penalty: 566.973816
	Iteration 10Q: 3 clusters Score -26449.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -26449.980469 Penalty: 566.973816
	Iteration 11Q: 3 clusters Score -26449.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -26451.718750 Penalty: 566.973816
	Iteration 12Q: 3 clusters Score -26451.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -26452.632812 Penalty: 566.973816
	Iteration 13Q: 3 clusters Score -26452.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26452.882812 Penalty: 566.973816
	Iteration 14Q: 3 clusters Score -26452.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26452.882812 Penalty: 566.973816
	Iteration 15F: 3 clusters Score -26452.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (69355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Entering Unmasked Estep 
Score: -3763632.750000 Penalty: 507.188202
	Iteration 0F: 2 clusters Score -3763633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -3716900.000000 Penalty: 1014.376404
	Iteration 0F: 3 clusters Score -3716900 nChanged 33816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3738424.250000 Penalty: 1014.376404
	Iteration 1F: 3 clusters Score -3738424 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3740453.500000 Penalty: 1014.376404
	Iteration 2F: 3 clusters Score -3740454 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -3743495.500000 Penalty: 1014.376404
	Iteration 3F: 3 clusters Score -3743496 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3747827.500000 Penalty: 1014.376404
	Iteration 4F: 3 clusters Score -3747828 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3753236.750000 Penalty: 1014.376404
	Iteration 5F: 3 clusters Score -3753237 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -3758157.000000 Penalty: 1014.376404
	Iteration 6F: 3 clusters Score -3758157 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3761194.250000 Penalty: 1014.376404
	Iteration 7Q: 3 clusters Score -3761194 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3762549.000000 Penalty: 1014.376404
	Iteration 8Q: 3 clusters Score -3762549 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69127 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3762978.250000 Penalty: 1014.376404
	Iteration 9Q: 3 clusters Score -3762978 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -3763100.000000 Penalty: 1014.376404
	Iteration 10Q: 3 clusters Score -3763100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -3763137.750000 Penalty: 1014.376404
	Iteration 11Q: 3 clusters Score -3763138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3763147.000000 Penalty: 1014.376404
	Iteration 12Q: 3 clusters Score -3763147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3763153.250000 Penalty: 1014.376404
	Iteration 13Q: 3 clusters Score -3763153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3763161.250000 Penalty: 1014.376404
	Iteration 14Q: 3 clusters Score -3763161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69301 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3763170.250000 Penalty: 1014.376404
	Iteration 15Q: 3 clusters Score -3763170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69303 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3763179.000000 Penalty: 1014.376404
	Iteration 16Q: 3 clusters Score -3763179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69303 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3763179.000000 Penalty: 1014.376404
	Iteration 17Q: 3 clusters Score -3763179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3763180.000000 Penalty: 1014.376404
	Iteration 18Q: 3 clusters Score -3763180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3763180.000000 Penalty: 1014.376404
	Iteration 19F: 3 clusters Score -3763180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -29844.726562 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -29844.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29291.175781 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -29291.18 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29432.400391 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -29432.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29452.851562 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -29452.85 nChanged 20
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: -29464.152344 Penalty: 582.120605
	Iteration 3Q: 3 clusters Score -29464.15 nChanged 17
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: -29474.302734 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -29474.3 nChanged 12
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: -29486.666016 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -29486.67 nChanged 16
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: -29519.183594 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -29519.18 nChanged 18
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: -29550.146484 Penalty: 582.120605
	Iteration 7Q: 3 clusters Score -29550.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29587.761719 Penalty: 582.120605
	Iteration 8F: 3 clusters Score -29587.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29629.734375 Penalty: 582.120605
	Iteration 9Q: 3 clusters Score -29629.73 nChanged 24
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: -29655.767578 Penalty: 582.120605
	Iteration 10Q: 3 clusters Score -29655.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29669.001953 Penalty: 582.120605
	Iteration 11Q: 3 clusters Score -29669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29678.697266 Penalty: 582.120605
	Iteration 12Q: 3 clusters Score -29678.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29688.474609 Penalty: 582.120605
	Iteration 13Q: 3 clusters Score -29688.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29695.242188 Penalty: 582.120605
	Iteration 14Q: 3 clusters Score -29695.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29703.130859 Penalty: 582.120605
	Iteration 15Q: 3 clusters Score -29703.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29705.505859 Penalty: 582.120605
	Iteration 16Q: 3 clusters Score -29705.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29709.919922 Penalty: 582.120605
	Iteration 17Q: 3 clusters Score -29709.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29716.443359 Penalty: 582.120605
	Iteration 18Q: 3 clusters Score -29716.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29717.306641 Penalty: 582.120605
	Iteration 19Q: 3 clusters Score -29717.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29717.470703 Penalty: 582.120605
	Iteration 20F: 3 clusters Score -29717.47 nChanged 1
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: -29717.705078 Penalty: 582.120605
	Iteration 21Q: 3 clusters Score -29717.71 nChanged 0
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: -29717.705078 Penalty: 582.120605
	Iteration 22F: 3 clusters Score -29717.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -40209.554688 Penalty: 308.331055
	Iteration 0F: 2 clusters Score -40209.55 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 455 members 
Entering Unmasked Estep 
Score: -39488.546875 Penalty: 616.662109
	Iteration 0F: 3 clusters Score -39488.55 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -39802.292969 Penalty: 616.662109
	Iteration 1F: 3 clusters Score -39802.29 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -39886.242188 Penalty: 616.662109
	Iteration 2F: 3 clusters Score -39886.24 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -39938.070312 Penalty: 616.662109
	Iteration 3F: 3 clusters Score -39938.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -39963.050781 Penalty: 616.662109
	Iteration 4Q: 3 clusters Score -39963.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -39984.343750 Penalty: 616.662109
	Iteration 5Q: 3 clusters Score -39984.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -39992.929688 Penalty: 616.662109
	Iteration 6Q: 3 clusters Score -39992.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -39998.843750 Penalty: 616.662109
	Iteration 7Q: 3 clusters Score -39998.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -40001.421875 Penalty: 616.662109
	Iteration 8Q: 3 clusters Score -40001.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -40005.792969 Penalty: 616.662109
	Iteration 9Q: 3 clusters Score -40005.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -40012.199219 Penalty: 616.662109
	Iteration 10Q: 3 clusters Score -40012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -40018.171875 Penalty: 616.662109
	Iteration 11Q: 3 clusters Score -40018.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -40025.378906 Penalty: 616.662109
	Iteration 12Q: 3 clusters Score -40025.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -40026.058594 Penalty: 616.662109
	Iteration 13Q: 3 clusters Score -40026.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -40026.339844 Penalty: 616.662109
	Iteration 14Q: 3 clusters Score -40026.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -40026.640625 Penalty: 616.662109
	Iteration 15Q: 3 clusters Score -40026.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -40028.199219 Penalty: 616.662109
	Iteration 16Q: 3 clusters Score -40028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -40029.062500 Penalty: 616.662109
	Iteration 17Q: 3 clusters Score -40029.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -40031.105469 Penalty: 616.662109
	Iteration 18Q: 3 clusters Score -40031.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -40033.437500 Penalty: 616.662109
	Iteration 19Q: 3 clusters Score -40033.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -40035.191406 Penalty: 616.662109
	Iteration 20F: 3 clusters Score -40035.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -40037.894531 Penalty: 616.662109
	Iteration 21Q: 3 clusters Score -40037.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -40039.484375 Penalty: 616.662109
	Iteration 22Q: 3 clusters Score -40039.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -40040.457031 Penalty: 616.662109
	Iteration 23Q: 3 clusters Score -40040.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -40042.222656 Penalty: 616.662109
	Iteration 24Q: 3 clusters Score -40042.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -40042.867188 Penalty: 616.662109
	Iteration 25Q: 3 clusters Score -40042.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -40043.562500 Penalty: 616.662109
	Iteration 26Q: 3 clusters Score -40043.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -40043.562500 Penalty: 616.662109
	Iteration 27F: 3 clusters Score -40043.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -20010.433594 Penalty: 274.066864
	Iteration 0F: 2 clusters Score -20010.43 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 193 members 
Entering Unmasked Estep 
Score: -19573.472656 Penalty: 548.133728
	Iteration 0F: 3 clusters Score -19573.47 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19657.914062 Penalty: 548.133728
	Iteration 1F: 3 clusters Score -19657.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19679.578125 Penalty: 548.133728
	Iteration 2F: 3 clusters Score -19679.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19697.453125 Penalty: 548.133728
	Iteration 3Q: 3 clusters Score -19697.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19713.191406 Penalty: 548.133728
	Iteration 4Q: 3 clusters Score -19713.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19725.814453 Penalty: 548.133728
	Iteration 5Q: 3 clusters Score -19725.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19735.685547 Penalty: 548.133728
	Iteration 6Q: 3 clusters Score -19735.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19741.630859 Penalty: 548.133728
	Iteration 7Q: 3 clusters Score -19741.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19744.816406 Penalty: 548.133728
	Iteration 8Q: 3 clusters Score -19744.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19744.816406 Penalty: 548.133728
	Iteration 9F: 3 clusters Score -19744.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -7547.611328 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -7547.611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7297.325195 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -7297.325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7333.346191 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -7333.346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7337.537598 Penalty: 471.029633
	Iteration 2Q: 3 clusters Score -7337.538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7338.922852 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -7338.923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7339.689453 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -7339.689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7340.337891 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -7340.338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7344.428223 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -7344.428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7355.803711 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -7355.804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7363.308594 Penalty: 471.029633
	Iteration 8Q: 3 clusters Score -7363.309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7367.344238 Penalty: 471.029633
	Iteration 9Q: 3 clusters Score -7367.344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7370.312012 Penalty: 471.029633
	Iteration 10Q: 3 clusters Score -7370.312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7374.781250 Penalty: 471.029633
	Iteration 11Q: 3 clusters Score -7374.781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7376.306152 Penalty: 471.029633
	Iteration 12Q: 3 clusters Score -7376.306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7376.627441 Penalty: 471.029633
	Iteration 13Q: 3 clusters Score -7376.627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7376.627441 Penalty: 471.029633
	Iteration 14F: 3 clusters Score -7376.627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -43466.265625 Penalty: 310.509003
	Iteration 0F: 2 clusters Score -43466.27 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 436 members 
Entering Unmasked Estep 
Score: -42718.511719 Penalty: 621.018005
	Iteration 0F: 3 clusters Score -42718.51 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -42940.750000 Penalty: 621.018005
	Iteration 1F: 3 clusters Score -42940.75 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -42988.164062 Penalty: 621.018005
	Iteration 2F: 3 clusters Score -42988.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -43015.285156 Penalty: 621.018005
	Iteration 3F: 3 clusters Score -43015.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -43033.746094 Penalty: 621.018005
	Iteration 4Q: 3 clusters Score -43033.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43051.886719 Penalty: 621.018005
	Iteration 5Q: 3 clusters Score -43051.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43066.503906 Penalty: 621.018005
	Iteration 6Q: 3 clusters Score -43066.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43085.324219 Penalty: 621.018005
	Iteration 7Q: 3 clusters Score -43085.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43108.984375 Penalty: 621.018005
	Iteration 8Q: 3 clusters Score -43108.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43131.601562 Penalty: 621.018005
	Iteration 9Q: 3 clusters Score -43131.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43166.523438 Penalty: 621.018005
	Iteration 10Q: 3 clusters Score -43166.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -43187.039062 Penalty: 621.018005
	Iteration 11Q: 3 clusters Score -43187.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -43207.121094 Penalty: 621.018005
	Iteration 12Q: 3 clusters Score -43207.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -43223.792969 Penalty: 621.018005
	Iteration 13Q: 3 clusters Score -43223.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -43235.304688 Penalty: 621.018005
	Iteration 14Q: 3 clusters Score -43235.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -43243.238281 Penalty: 621.018005
	Iteration 15Q: 3 clusters Score -43243.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -43249.632812 Penalty: 621.018005
	Iteration 16Q: 3 clusters Score -43249.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -43254.269531 Penalty: 621.018005
	Iteration 17Q: 3 clusters Score -43254.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -43256.812500 Penalty: 621.018005
	Iteration 18Q: 3 clusters Score -43256.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -43257.027344 Penalty: 621.018005
	Iteration 19Q: 3 clusters Score -43257.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -43258.226562 Penalty: 621.018005
	Iteration 20F: 3 clusters Score -43258.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -43260.808594 Penalty: 621.018005
	Iteration 21Q: 3 clusters Score -43260.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -43260.808594 Penalty: 621.018005
	Iteration 22F: 3 clusters Score -43260.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -14430.954102 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -14430.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14030.715820 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -14030.72 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14119.317383 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -14119.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14159.171875 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -14159.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -14188.582031 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -14188.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -14195.270508 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -14195.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14200.566406 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -14200.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14202.338867 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -14202.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14202.686523 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -14202.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14202.686523 Penalty: 527.164246
	Iteration 8F: 3 clusters Score -14202.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Entering Unmasked Estep 
Score: -1026080.562500 Penalty: 445.781891
	Iteration 0F: 2 clusters Score -1026081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1014114.000000 Penalty: 891.563782
	Iteration 0F: 3 clusters Score -1014114 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1018925.750000 Penalty: 891.563782
	Iteration 1F: 3 clusters Score -1018926 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1019212.125000 Penalty: 891.563782
	Iteration 2Q: 3 clusters Score -1019212 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1019602.750000 Penalty: 891.563782
	Iteration 3Q: 3 clusters Score -1019603 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1020246.687500 Penalty: 891.563782
	Iteration 4F: 3 clusters Score -1020247 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1021130.937500 Penalty: 891.563782
	Iteration 5F: 3 clusters Score -1021131 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1022237.375000 Penalty: 891.563782
	Iteration 6F: 3 clusters Score -1022237 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1022962.500000 Penalty: 891.563782
	Iteration 7F: 3 clusters Score -1022962 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1023232.000000 Penalty: 891.563782
	Iteration 8Q: 3 clusters Score -1023232 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1023367.625000 Penalty: 891.563782
	Iteration 9Q: 3 clusters Score -1023368 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1023466.562500 Penalty: 891.563782
	Iteration 10Q: 3 clusters Score -1023467 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1023569.562500 Penalty: 891.563782
	Iteration 11Q: 3 clusters Score -1023570 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1023659.437500 Penalty: 891.563782
	Iteration 12Q: 3 clusters Score -1023659 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1023757.250000 Penalty: 891.563782
	Iteration 13Q: 3 clusters Score -1023757 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1023854.875000 Penalty: 891.563782
	Iteration 14Q: 3 clusters Score -1023855 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1023940.312500 Penalty: 891.563782
	Iteration 15Q: 3 clusters Score -1023940 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1024031.562500 Penalty: 891.563782
	Iteration 16Q: 3 clusters Score -1024032 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1024114.500000 Penalty: 891.563782
	Iteration 17Q: 3 clusters Score -1024114 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1024167.312500 Penalty: 891.563782
	Iteration 18Q: 3 clusters Score -1024167 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1024218.500000 Penalty: 891.563782
	Iteration 19Q: 3 clusters Score -1024218 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1024267.437500 Penalty: 891.563782
	Iteration 20F: 3 clusters Score -1024267 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1024297.125000 Penalty: 891.563782
	Iteration 21Q: 3 clusters Score -1024297 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1024314.250000 Penalty: 891.563782
	Iteration 22Q: 3 clusters Score -1024314 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1024331.937500 Penalty: 891.563782
	Iteration 23Q: 3 clusters Score -1024332 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1024350.187500 Penalty: 891.563782
	Iteration 24Q: 3 clusters Score -1024350 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1024368.875000 Penalty: 891.563782
	Iteration 25Q: 3 clusters Score -1024369 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1024380.812500 Penalty: 891.563782
	Iteration 26Q: 3 clusters Score -1024381 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1024393.375000 Penalty: 891.563782
	Iteration 27Q: 3 clusters Score -1024393 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1024409.812500 Penalty: 891.563782
	Iteration 28Q: 3 clusters Score -1024410 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1024419.812500 Penalty: 891.563782
	Iteration 29Q: 3 clusters Score -1024420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1024434.687500 Penalty: 891.563782
	Iteration 30Q: 3 clusters Score -1024435 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1024445.875000 Penalty: 891.563782
	Iteration 31Q: 3 clusters Score -1024446 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1024462.187500 Penalty: 891.563782
	Iteration 32Q: 3 clusters Score -1024462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1024467.812500 Penalty: 891.563782
	Iteration 33Q: 3 clusters Score -1024468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1024477.937500 Penalty: 891.563782
	Iteration 34Q: 3 clusters Score -1024478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1024485.312500 Penalty: 891.563782
	Iteration 35Q: 3 clusters Score -1024485 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1024497.062500 Penalty: 891.563782
	Iteration 36Q: 3 clusters Score -1024497 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1024508.250000 Penalty: 891.563782
	Iteration 37Q: 3 clusters Score -1024508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1024513.625000 Penalty: 891.563782
	Iteration 38Q: 3 clusters Score -1024514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1024526.687500 Penalty: 891.563782
	Iteration 39Q: 3 clusters Score -1024527 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1024538.187500 Penalty: 891.563782
	Iteration 40F: 3 clusters Score -1024538 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1024554.312500 Penalty: 891.563782
	Iteration 41Q: 3 clusters Score -1024554 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1024569.562500 Penalty: 891.563782
	Iteration 42Q: 3 clusters Score -1024570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1024574.875000 Penalty: 891.563782
	Iteration 43Q: 3 clusters Score -1024575 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1024582.875000 Penalty: 891.563782
	Iteration 44Q: 3 clusters Score -1024583 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1024591.125000 Penalty: 891.563782
	Iteration 45Q: 3 clusters Score -1024591 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1024592.875000 Penalty: 891.563782
	Iteration 46Q: 3 clusters Score -1024593 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1024600.062500 Penalty: 891.563782
	Iteration 47Q: 3 clusters Score -1024600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1024602.625000 Penalty: 891.563782
	Iteration 48Q: 3 clusters Score -1024603 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1024606.312500 Penalty: 891.563782
	Iteration 49Q: 3 clusters Score -1024606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1024609.312500 Penalty: 891.563782
	Iteration 50Q: 3 clusters Score -1024609 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1024615.750000 Penalty: 891.563782
	Iteration 51Q: 3 clusters Score -1024616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1024619.562500 Penalty: 891.563782
	Iteration 52Q: 3 clusters Score -1024620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1024623.562500 Penalty: 891.563782
	Iteration 53Q: 3 clusters Score -1024624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1024629.812500 Penalty: 891.563782
	Iteration 54Q: 3 clusters Score -1024630 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1024641.187500 Penalty: 891.563782
	Iteration 55Q: 3 clusters Score -1024641 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1024650.437500 Penalty: 891.563782
	Iteration 56Q: 3 clusters Score -1024650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1024655.312500 Penalty: 891.563782
	Iteration 57Q: 3 clusters Score -1024655 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1024658.500000 Penalty: 891.563782
	Iteration 58Q: 3 clusters Score -1024658 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1024662 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1024662.812500 Penalty: 891.563782
	Iteration 60F: 3 clusters Score -1024663 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1024666 nChanged 39
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Mstep: Class 1 contains 11307 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1024669 nChanged 44
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Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1024676 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1024677 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1024681 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1024684 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1024693 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1024704 nChanged 82
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Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1024712 nChanged 71
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Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1024722 nChanged 64
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Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1024726 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1024732.500000 Penalty: 891.563782
	Iteration 72Q: 3 clusters Score -1024732 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1024737.437500 Penalty: 891.563782
	Iteration 73Q: 3 clusters Score -1024737 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1024743 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1024753 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1024760 nChanged 59
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Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1024764 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1024767 nChanged 53
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Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1024771 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1024784 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1024791 nChanged 74
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Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1024801 nChanged 82
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Mstep: Class 1 contains 12587 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1024810 nChanged 87
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Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1024828 nChanged 93
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Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1024843 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1024857 nChanged 95
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Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1024871 nChanged 78
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Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1024892 nChanged 74
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Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1024900 nChanged 75
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Mstep: Class 1 contains 13238 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1024914 nChanged 77
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Mstep: Class 1 contains 13315 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13682 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13774 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13870 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13952 members 
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Mstep: Class 1 contains 14037 members 
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	Iteration 100F: 3 clusters Score -1025038 nChanged 94
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Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1025056.062500 Penalty: 891.563782
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Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1025069 nChanged 83
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Mstep: Class 1 contains 14300 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1025112 nChanged 90
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Mstep: Class 1 contains 14568 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1025142 nChanged 90
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1025157 nChanged 81
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	Iteration 109Q: 3 clusters Score -1025168 nChanged 73
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	Iteration 112Q: 3 clusters Score -1025200 nChanged 67
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1025209 nChanged 63
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	Iteration 114Q: 3 clusters Score -1025221 nChanged 57
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Mstep: Class 1 contains 15198 members 
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Score: -1025231.062500 Penalty: 891.563782
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Mstep: Class 1 contains 15269 members 
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	Iteration 116Q: 3 clusters Score -1025245 nChanged 71
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Mstep: Class 1 contains 15338 members 
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Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 2585 members 
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Mstep: Class 1 contains 15468 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1025281 nChanged 69
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Mstep: Class 1 contains 15537 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1025288 nChanged 66
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Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1025300 nChanged 56
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Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1025311 nChanged 55
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Mstep: Class 1 contains 15714 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1025317 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1025323.437500 Penalty: 891.563782
	Iteration 124Q: 3 clusters Score -1025323 nChanged 42
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Mstep: Class 1 contains 15803 members 
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Entering Unmasked Estep 
Score: -1025332.812500 Penalty: 891.563782
	Iteration 125Q: 3 clusters Score -1025333 nChanged 41
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Mstep: Class 1 contains 15844 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1025339 nChanged 50
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Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1025348 nChanged 44
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Mstep: Class 1 contains 15938 members 
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	Iteration 128Q: 3 clusters Score -1025352 nChanged 51
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Mstep: Class 1 contains 15989 members 
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Score: -1025364.250000 Penalty: 891.563782
	Iteration 129Q: 3 clusters Score -1025364 nChanged 51
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Mstep: Class 1 contains 16040 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1025377 nChanged 56
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1025385 nChanged 55
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Mstep: Class 1 contains 16151 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1025395 nChanged 49
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	Iteration 133Q: 3 clusters Score -1025405 nChanged 54
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1025419 nChanged 43
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1025428 nChanged 38
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1025433 nChanged 44
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	Iteration 138Q: 3 clusters Score -1025448 nChanged 23
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Mstep: Class 1 contains 16424 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1025453 nChanged 31
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1025460 nChanged 39
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1025467 nChanged 34
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	Iteration 142Q: 3 clusters Score -1025475 nChanged 24
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1025479 nChanged 20
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	Iteration 144Q: 3 clusters Score -1025480 nChanged 28
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1025483 nChanged 20
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Mstep: Class 1 contains 16618 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1025484 nChanged 21
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	Iteration 147Q: 3 clusters Score -1025484 nChanged 20
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Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1025489 nChanged 14
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Mstep: Class 1 contains 16671 members 
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Entering Unmasked Estep 
Score: -1025491.625000 Penalty: 891.563782
	Iteration 149Q: 3 clusters Score -1025492 nChanged 21
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Mstep: Class 1 contains 16692 members 
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Entering Unmasked Estep 
Score: -1025494.812500 Penalty: 891.563782
	Iteration 150Q: 3 clusters Score -1025495 nChanged 23
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Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1025498.250000 Penalty: 891.563782
	Iteration 151Q: 3 clusters Score -1025498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1025505.937500 Penalty: 891.563782
	Iteration 152Q: 3 clusters Score -1025506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1025507.312500 Penalty: 891.563782
	Iteration 153Q: 3 clusters Score -1025507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1025508.937500 Penalty: 891.563782
	Iteration 154Q: 3 clusters Score -1025509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1025510.125000 Penalty: 891.563782
	Iteration 155Q: 3 clusters Score -1025510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1025514.062500 Penalty: 891.563782
	Iteration 156Q: 3 clusters Score -1025514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1025515.937500 Penalty: 891.563782
	Iteration 157Q: 3 clusters Score -1025516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1025519.875000 Penalty: 891.563782
	Iteration 158Q: 3 clusters Score -1025520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1025521.562500 Penalty: 891.563782
	Iteration 159Q: 3 clusters Score -1025522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1025523.375000 Penalty: 891.563782
	Iteration 160F: 3 clusters Score -1025523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1025528.750000 Penalty: 891.563782
	Iteration 161Q: 3 clusters Score -1025529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1025534.500000 Penalty: 891.563782
	Iteration 162Q: 3 clusters Score -1025534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1025542.312500 Penalty: 891.563782
	Iteration 163Q: 3 clusters Score -1025542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1025546.250000 Penalty: 891.563782
	Iteration 164Q: 3 clusters Score -1025546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1025555.750000 Penalty: 891.563782
	Iteration 165Q: 3 clusters Score -1025556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1025558.687500 Penalty: 891.563782
	Iteration 166Q: 3 clusters Score -1025559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1025560.187500 Penalty: 891.563782
	Iteration 167Q: 3 clusters Score -1025560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1025568.312500 Penalty: 891.563782
	Iteration 168Q: 3 clusters Score -1025568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1025574.125000 Penalty: 891.563782
	Iteration 169Q: 3 clusters Score -1025574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1025582.437500 Penalty: 891.563782
	Iteration 170Q: 3 clusters Score -1025582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1025592.875000 Penalty: 891.563782
	Iteration 171Q: 3 clusters Score -1025593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1025602.812500 Penalty: 891.563782
	Iteration 172Q: 3 clusters Score -1025603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1025607.187500 Penalty: 891.563782
	Iteration 173Q: 3 clusters Score -1025607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1025613.687500 Penalty: 891.563782
	Iteration 174Q: 3 clusters Score -1025614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1025622.750000 Penalty: 891.563782
	Iteration 175Q: 3 clusters Score -1025623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1025626.812500 Penalty: 891.563782
	Iteration 176Q: 3 clusters Score -1025627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1025634.125000 Penalty: 891.563782
	Iteration 177Q: 3 clusters Score -1025634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1025637.687500 Penalty: 891.563782
	Iteration 178Q: 3 clusters Score -1025638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1025639.250000 Penalty: 891.563782
	Iteration 179Q: 3 clusters Score -1025639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1025643.625000 Penalty: 891.563782
	Iteration 180F: 3 clusters Score -1025644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1025645.625000 Penalty: 891.563782
	Iteration 181Q: 3 clusters Score -1025646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1025648.187500 Penalty: 891.563782
	Iteration 182Q: 3 clusters Score -1025648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1025654.562500 Penalty: 891.563782
	Iteration 183Q: 3 clusters Score -1025655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1025655.437500 Penalty: 891.563782
	Iteration 184Q: 3 clusters Score -1025655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1025657.125000 Penalty: 891.563782
	Iteration 185Q: 3 clusters Score -1025657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1025658.750000 Penalty: 891.563782
	Iteration 186Q: 3 clusters Score -1025659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1025660.062500 Penalty: 891.563782
	Iteration 187Q: 3 clusters Score -1025660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1025660.875000 Penalty: 891.563782
	Iteration 188Q: 3 clusters Score -1025661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1025660.625000 Penalty: 891.563782
	Iteration 189Q: 3 clusters Score -1025661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1025660.750000 Penalty: 891.563782
	Iteration 190Q: 3 clusters Score -1025661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1025661.562500 Penalty: 891.563782
	Iteration 191Q: 3 clusters Score -1025662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1025662.375000 Penalty: 891.563782
	Iteration 192Q: 3 clusters Score -1025662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1025662.250000 Penalty: 891.563782
	Iteration 193Q: 3 clusters Score -1025662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1025662.875000 Penalty: 891.563782
	Iteration 194Q: 3 clusters Score -1025663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1025663.062500 Penalty: 891.563782
	Iteration 195Q: 3 clusters Score -1025663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1025663.875000 Penalty: 891.563782
	Iteration 196Q: 3 clusters Score -1025664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1025664.687500 Penalty: 891.563782
	Iteration 197Q: 3 clusters Score -1025665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1025666.437500 Penalty: 891.563782
	Iteration 198Q: 3 clusters Score -1025666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1025668.937500 Penalty: 891.563782
	Iteration 199Q: 3 clusters Score -1025669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1025671.062500 Penalty: 891.563782
	Iteration 200F: 3 clusters Score -1025671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1025671.375000 Penalty: 891.563782
	Iteration 201Q: 3 clusters Score -1025671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1025672.250000 Penalty: 891.563782
	Iteration 202Q: 3 clusters Score -1025672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1025673.000000 Penalty: 891.563782
	Iteration 203Q: 3 clusters Score -1025673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1025674.062500 Penalty: 891.563782
	Iteration 204Q: 3 clusters Score -1025674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1025675.375000 Penalty: 891.563782
	Iteration 205Q: 3 clusters Score -1025675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1025677.062500 Penalty: 891.563782
	Iteration 206Q: 3 clusters Score -1025677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1025678.937500 Penalty: 891.563782
	Iteration 207Q: 3 clusters Score -1025679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1025683.000000 Penalty: 891.563782
	Iteration 208Q: 3 clusters Score -1025683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1025683.812500 Penalty: 891.563782
	Iteration 209Q: 3 clusters Score -1025684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1025686.562500 Penalty: 891.563782
	Iteration 210Q: 3 clusters Score -1025687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1025688.062500 Penalty: 891.563782
	Iteration 211Q: 3 clusters Score -1025688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1025689.500000 Penalty: 891.563782
	Iteration 212Q: 3 clusters Score -1025690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1025689.750000 Penalty: 891.563782
	Iteration 213Q: 3 clusters Score -1025690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1025690.687500 Penalty: 891.563782
	Iteration 214Q: 3 clusters Score -1025691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1025690.500000 Penalty: 891.563782
	Iteration 215Q: 3 clusters Score -1025690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1025690.437500 Penalty: 891.563782
	Iteration 216Q: 3 clusters Score -1025690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1025690.375000 Penalty: 891.563782
	Iteration 217Q: 3 clusters Score -1025690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1025690.687500 Penalty: 891.563782
	Iteration 218Q: 3 clusters Score -1025691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1025692.125000 Penalty: 891.563782
	Iteration 219Q: 3 clusters Score -1025692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1025693.187500 Penalty: 891.563782
	Iteration 220F: 3 clusters Score -1025693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1025694.500000 Penalty: 891.563782
	Iteration 221Q: 3 clusters Score -1025694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1025694.500000 Penalty: 891.563782
	Iteration 222F: 3 clusters Score -1025694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9647.584961 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9647.585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9345.770508 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -9345.771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9397.213867 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -9397.214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9416.206055 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -9416.206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9422.814453 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -9422.814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9428.445312 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -9428.445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9431.059570 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -9431.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9432.262695 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -9432.263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9433.571289 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -9433.571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9433.571289 Penalty: 485.715973
	Iteration 8F: 3 clusters Score -9433.571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Entering Unmasked Estep 
Score: -142926.093750 Penalty: 359.798126
	Iteration 0F: 2 clusters Score -142926.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -140997.062500 Penalty: 719.596252
	Iteration 0F: 3 clusters Score -140997.1 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -141622.515625 Penalty: 719.596252
	Iteration 1F: 3 clusters Score -141622.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -141699.859375 Penalty: 719.596252
	Iteration 2F: 3 clusters Score -141699.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -141772.953125 Penalty: 719.596252
	Iteration 3F: 3 clusters Score -141773 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -141832.656250 Penalty: 719.596252
	Iteration 4Q: 3 clusters Score -141832.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -141894.593750 Penalty: 719.596252
	Iteration 5Q: 3 clusters Score -141894.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -141978.906250 Penalty: 719.596252
	Iteration 6Q: 3 clusters Score -141978.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -142079.093750 Penalty: 719.596252
	Iteration 7F: 3 clusters Score -142079.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -142172.734375 Penalty: 719.596252
	Iteration 8Q: 3 clusters Score -142172.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -142271.359375 Penalty: 719.596252
	Iteration 9Q: 3 clusters Score -142271.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -142358.890625 Penalty: 719.596252
	Iteration 10Q: 3 clusters Score -142358.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -142416.062500 Penalty: 719.596252
	Iteration 11Q: 3 clusters Score -142416.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -142461.953125 Penalty: 719.596252
	Iteration 12Q: 3 clusters Score -142462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -142490.281250 Penalty: 719.596252
	Iteration 13Q: 3 clusters Score -142490.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -142511.046875 Penalty: 719.596252
	Iteration 14Q: 3 clusters Score -142511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -142532.406250 Penalty: 719.596252
	Iteration 15Q: 3 clusters Score -142532.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -142545.406250 Penalty: 719.596252
	Iteration 16Q: 3 clusters Score -142545.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -142555.859375 Penalty: 719.596252
	Iteration 17Q: 3 clusters Score -142555.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -142564.390625 Penalty: 719.596252
	Iteration 18Q: 3 clusters Score -142564.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -142569.656250 Penalty: 719.596252
	Iteration 19Q: 3 clusters Score -142569.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -142576.796875 Penalty: 719.596252
	Iteration 20F: 3 clusters Score -142576.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -142587.203125 Penalty: 719.596252
	Iteration 21Q: 3 clusters Score -142587.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -142593.671875 Penalty: 719.596252
	Iteration 22Q: 3 clusters Score -142593.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -142598.484375 Penalty: 719.596252
	Iteration 23Q: 3 clusters Score -142598.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -142605.187500 Penalty: 719.596252
	Iteration 24Q: 3 clusters Score -142605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -142607.593750 Penalty: 719.596252
	Iteration 25Q: 3 clusters Score -142607.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -142607.781250 Penalty: 719.596252
	Iteration 26Q: 3 clusters Score -142607.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -142607.781250 Penalty: 719.596252
	Iteration 27F: 3 clusters Score -142607.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Entering Unmasked Estep 
Score: -78336.085938 Penalty: 333.771362
	Iteration 0F: 2 clusters Score -78336.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -77185.218750 Penalty: 667.542725
	Iteration 0F: 3 clusters Score -77185.22 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -77602.695312 Penalty: 667.542725
	Iteration 1F: 3 clusters Score -77602.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -77715.757812 Penalty: 667.542725
	Iteration 2F: 3 clusters Score -77715.76 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -77796.445312 Penalty: 667.542725
	Iteration 3F: 3 clusters Score -77796.45 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -77847.859375 Penalty: 667.542725
	Iteration 4Q: 3 clusters Score -77847.86 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -77881.554688 Penalty: 667.542725
	Iteration 5Q: 3 clusters Score -77881.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -77905.343750 Penalty: 667.542725
	Iteration 6Q: 3 clusters Score -77905.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -77924.406250 Penalty: 667.542725
	Iteration 7Q: 3 clusters Score -77924.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -77937.960938 Penalty: 667.542725
	Iteration 8Q: 3 clusters Score -77937.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -77955.750000 Penalty: 667.542725
	Iteration 9Q: 3 clusters Score -77955.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -77982.601562 Penalty: 667.542725
	Iteration 10Q: 3 clusters Score -77982.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -78015.695312 Penalty: 667.542725
	Iteration 11Q: 3 clusters Score -78015.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -78038.453125 Penalty: 667.542725
	Iteration 12Q: 3 clusters Score -78038.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -78053.609375 Penalty: 667.542725
	Iteration 13Q: 3 clusters Score -78053.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -78071.492188 Penalty: 667.542725
	Iteration 14Q: 3 clusters Score -78071.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -78100.429688 Penalty: 667.542725
	Iteration 15Q: 3 clusters Score -78100.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -78121.671875 Penalty: 667.542725
	Iteration 16Q: 3 clusters Score -78121.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -78133.953125 Penalty: 667.542725
	Iteration 17Q: 3 clusters Score -78133.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -78148.625000 Penalty: 667.542725
	Iteration 18Q: 3 clusters Score -78148.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -78163.757812 Penalty: 667.542725
	Iteration 19Q: 3 clusters Score -78163.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -78172.328125 Penalty: 667.542725
	Iteration 20F: 3 clusters Score -78172.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -78177.390625 Penalty: 667.542725
	Iteration 21Q: 3 clusters Score -78177.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -78179.335938 Penalty: 667.542725
	Iteration 22Q: 3 clusters Score -78179.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -78180.109375 Penalty: 667.542725
	Iteration 23Q: 3 clusters Score -78180.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -78180.117188 Penalty: 667.542725
	Iteration 24Q: 3 clusters Score -78180.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -78180.367188 Penalty: 667.542725
	Iteration 25Q: 3 clusters Score -78180.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -78180.710938 Penalty: 667.542725
	Iteration 26Q: 3 clusters Score -78180.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -78181.289062 Penalty: 667.542725
	Iteration 27Q: 3 clusters Score -78181.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -78181.617188 Penalty: 667.542725
	Iteration 28Q: 3 clusters Score -78181.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -78181.617188 Penalty: 667.542725
	Iteration 29Q: 3 clusters Score -78181.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -78181.617188 Penalty: 667.542725
	Iteration 30F: 3 clusters Score -78181.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -36357.828125 Penalty: 303.807312
	Iteration 0F: 2 clusters Score -36357.83 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 376 members 
Entering Unmasked Estep 
Score: -35711.171875 Penalty: 607.614624
	Iteration 0F: 3 clusters Score -35711.17 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35941.804688 Penalty: 607.614624
	Iteration 1F: 3 clusters Score -35941.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35977.214844 Penalty: 607.614624
	Iteration 2F: 3 clusters Score -35977.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -35987.300781 Penalty: 607.614624
	Iteration 3Q: 3 clusters Score -35987.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35993.707031 Penalty: 607.614624
	Iteration 4Q: 3 clusters Score -35993.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36002.890625 Penalty: 607.614624
	Iteration 5Q: 3 clusters Score -36002.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36011.371094 Penalty: 607.614624
	Iteration 6Q: 3 clusters Score -36011.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36019.410156 Penalty: 607.614624
	Iteration 7Q: 3 clusters Score -36019.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36030.074219 Penalty: 607.614624
	Iteration 8Q: 3 clusters Score -36030.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36043.742188 Penalty: 607.614624
	Iteration 9Q: 3 clusters Score -36043.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36058.941406 Penalty: 607.614624
	Iteration 10Q: 3 clusters Score -36058.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36078.441406 Penalty: 607.614624
	Iteration 11Q: 3 clusters Score -36078.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36094.394531 Penalty: 607.614624
	Iteration 12Q: 3 clusters Score -36094.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36097.070312 Penalty: 607.614624
	Iteration 13Q: 3 clusters Score -36097.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36098.390625 Penalty: 607.614624
	Iteration 14Q: 3 clusters Score -36098.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36100.039062 Penalty: 607.614624
	Iteration 15Q: 3 clusters Score -36100.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36103.058594 Penalty: 607.614624
	Iteration 16Q: 3 clusters Score -36103.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36104.277344 Penalty: 607.614624
	Iteration 17Q: 3 clusters Score -36104.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36104.371094 Penalty: 607.614624
	Iteration 18Q: 3 clusters Score -36104.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36104.371094 Penalty: 607.614624
	Iteration 19F: 3 clusters Score -36104.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Entering Unmasked Estep 
Score: -2502944.000000 Penalty: 491.601166
	Iteration 0F: 2 clusters Score -2502944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -2469815.500000 Penalty: 983.202332
	Iteration 0F: 3 clusters Score -2469816 nChanged 23865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -2483707.250000 Penalty: 983.202332
	Iteration 1F: 3 clusters Score -2483707 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -2484037.000000 Penalty: 983.202332
	Iteration 2Q: 3 clusters Score -2484037 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -2484453.000000 Penalty: 983.202332
	Iteration 3Q: 3 clusters Score -2484453 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -2485092.250000 Penalty: 983.202332
	Iteration 4Q: 3 clusters Score -2485092 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -2486084.500000 Penalty: 983.202332
	Iteration 5Q: 3 clusters Score -2486084 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -2487518.500000 Penalty: 983.202332
	Iteration 6F: 3 clusters Score -2487518 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -2489593.000000 Penalty: 983.202332
	Iteration 7F: 3 clusters Score -2489593 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -2492426.250000 Penalty: 983.202332
	Iteration 8F: 3 clusters Score -2492426 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -2495686.250000 Penalty: 983.202332
	Iteration 9F: 3 clusters Score -2495686 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -2498166.000000 Penalty: 983.202332
	Iteration 10Q: 3 clusters Score -2498166 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -2499305.250000 Penalty: 983.202332
	Iteration 11Q: 3 clusters Score -2499305 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -2499949.750000 Penalty: 983.202332
	Iteration 12Q: 3 clusters Score -2499950 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -2500405.500000 Penalty: 983.202332
	Iteration 13Q: 3 clusters Score -2500406 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -2500771.250000 Penalty: 983.202332
	Iteration 14Q: 3 clusters Score -2500771 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -2501080.000000 Penalty: 983.202332
	Iteration 15Q: 3 clusters Score -2501080 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -2501345.000000 Penalty: 983.202332
	Iteration 16Q: 3 clusters Score -2501345 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -2501558.750000 Penalty: 983.202332
	Iteration 17Q: 3 clusters Score -2501559 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -2501755.750000 Penalty: 983.202332
	Iteration 18Q: 3 clusters Score -2501756 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -2501942.250000 Penalty: 983.202332
	Iteration 19Q: 3 clusters Score -2501942 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -2502100.500000 Penalty: 983.202332
	Iteration 20F: 3 clusters Score -2502100 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -2502185.000000 Penalty: 983.202332
	Iteration 21Q: 3 clusters Score -2502185 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -2502236.750000 Penalty: 983.202332
	Iteration 22Q: 3 clusters Score -2502237 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -2502280.750000 Penalty: 983.202332
	Iteration 23Q: 3 clusters Score -2502281 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -2502323.250000 Penalty: 983.202332
	Iteration 24Q: 3 clusters Score -2502323 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -2502346.750000 Penalty: 983.202332
	Iteration 25Q: 3 clusters Score -2502347 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -2502365.500000 Penalty: 983.202332
	Iteration 26Q: 3 clusters Score -2502366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -2502379.000000 Penalty: 983.202332
	Iteration 27Q: 3 clusters Score -2502379 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -2502394.500000 Penalty: 983.202332
	Iteration 28Q: 3 clusters Score -2502394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -2502403.250000 Penalty: 983.202332
	Iteration 29Q: 3 clusters Score -2502403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -2502411.500000 Penalty: 983.202332
	Iteration 30Q: 3 clusters Score -2502412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -2502419.750000 Penalty: 983.202332
	Iteration 31Q: 3 clusters Score -2502420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -2502421.000000 Penalty: 983.202332
	Iteration 32Q: 3 clusters Score -2502421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -2502423.250000 Penalty: 983.202332
	Iteration 33Q: 3 clusters Score -2502423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -2502428.000000 Penalty: 983.202332
	Iteration 34Q: 3 clusters Score -2502428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -2502430.250000 Penalty: 983.202332
	Iteration 35Q: 3 clusters Score -2502430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -2502433.250000 Penalty: 983.202332
	Iteration 36Q: 3 clusters Score -2502433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -2502447.250000 Penalty: 983.202332
	Iteration 37Q: 3 clusters Score -2502447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -2502454.000000 Penalty: 983.202332
	Iteration 38Q: 3 clusters Score -2502454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -2502465.750000 Penalty: 983.202332
	Iteration 39Q: 3 clusters Score -2502466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -2502463.250000 Penalty: 983.202332
	Iteration 40F: 3 clusters Score -2502463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -2502466.000000 Penalty: 983.202332
	Iteration 41Q: 3 clusters Score -2502466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -2502468.250000 Penalty: 983.202332
	Iteration 42Q: 3 clusters Score -2502468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -2502474.750000 Penalty: 983.202332
	Iteration 43Q: 3 clusters Score -2502475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -2502484.000000 Penalty: 983.202332
	Iteration 44Q: 3 clusters Score -2502484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -2502483.000000 Penalty: 983.202332
	Iteration 45Q: 3 clusters Score -2502483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -2502486.750000 Penalty: 983.202332
	Iteration 46Q: 3 clusters Score -2502487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -2502492.750000 Penalty: 983.202332
	Iteration 47Q: 3 clusters Score -2502493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -2502499.250000 Penalty: 983.202332
	Iteration 48Q: 3 clusters Score -2502499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -2502499.000000 Penalty: 983.202332
	Iteration 49Q: 3 clusters Score -2502499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -2502497.250000 Penalty: 983.202332
	Iteration 50Q: 3 clusters Score -2502497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -2502500.000000 Penalty: 983.202332
	Iteration 51Q: 3 clusters Score -2502500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -2502500.750000 Penalty: 983.202332
	Iteration 52Q: 3 clusters Score -2502501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -2502504.750000 Penalty: 983.202332
	Iteration 53Q: 3 clusters Score -2502505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -2502501.750000 Penalty: 983.202332
	Iteration 54Q: 3 clusters Score -2502502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -2502505.750000 Penalty: 983.202332
	Iteration 55Q: 3 clusters Score -2502506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -2502505.500000 Penalty: 983.202332
	Iteration 56Q: 3 clusters Score -2502506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -2502506.000000 Penalty: 983.202332
	Iteration 57Q: 3 clusters Score -2502506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -2502506.000000 Penalty: 983.202332
	Iteration 58F: 3 clusters Score -2502506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -50160.429688 Penalty: 312.963867
	Iteration 0F: 2 clusters Score -50160.43 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 501 members 
Entering Unmasked Estep 
Score: -49368.277344 Penalty: 625.927734
	Iteration 0F: 3 clusters Score -49368.28 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -49590.148438 Penalty: 625.927734
	Iteration 1F: 3 clusters Score -49590.15 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -49644.402344 Penalty: 625.927734
	Iteration 2F: 3 clusters Score -49644.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -49685.894531 Penalty: 625.927734
	Iteration 3F: 3 clusters Score -49685.89 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -49727.957031 Penalty: 625.927734
	Iteration 4F: 3 clusters Score -49727.96 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -49778.281250 Penalty: 625.927734
	Iteration 5F: 3 clusters Score -49778.28 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -49816.308594 Penalty: 625.927734
	Iteration 6F: 3 clusters Score -49816.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -49845.128906 Penalty: 625.927734
	Iteration 7Q: 3 clusters Score -49845.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -49864.421875 Penalty: 625.927734
	Iteration 8Q: 3 clusters Score -49864.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -49889.792969 Penalty: 625.927734
	Iteration 9Q: 3 clusters Score -49889.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -49914.375000 Penalty: 625.927734
	Iteration 10Q: 3 clusters Score -49914.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -49924.898438 Penalty: 625.927734
	Iteration 11Q: 3 clusters Score -49924.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -49937.058594 Penalty: 625.927734
	Iteration 12Q: 3 clusters Score -49937.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -49946.597656 Penalty: 625.927734
	Iteration 13Q: 3 clusters Score -49946.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -49952.660156 Penalty: 625.927734
	Iteration 14Q: 3 clusters Score -49952.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -49954.222656 Penalty: 625.927734
	Iteration 15Q: 3 clusters Score -49954.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -49959.691406 Penalty: 625.927734
	Iteration 16Q: 3 clusters Score -49959.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -49962.734375 Penalty: 625.927734
	Iteration 17Q: 3 clusters Score -49962.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -49964.050781 Penalty: 625.927734
	Iteration 18Q: 3 clusters Score -49964.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -49965.132812 Penalty: 625.927734
	Iteration 19Q: 3 clusters Score -49965.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -49965.132812 Penalty: 625.927734
	Iteration 20F: 3 clusters Score -49965.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -115136.851562 Penalty: 350.466309
	Iteration 0F: 2 clusters Score -115136.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -113553.210938 Penalty: 700.932617
	Iteration 0F: 3 clusters Score -113553.2 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -114064.523438 Penalty: 700.932617
	Iteration 1F: 3 clusters Score -114064.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -114137.742188 Penalty: 700.932617
	Iteration 2F: 3 clusters Score -114137.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -114208.601562 Penalty: 700.932617
	Iteration 3Q: 3 clusters Score -114208.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -114292.992188 Penalty: 700.932617
	Iteration 4Q: 3 clusters Score -114293 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -114372.523438 Penalty: 700.932617
	Iteration 5Q: 3 clusters Score -114372.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -114437.687500 Penalty: 700.932617
	Iteration 6Q: 3 clusters Score -114437.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -114495.101562 Penalty: 700.932617
	Iteration 7Q: 3 clusters Score -114495.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -114548.531250 Penalty: 700.932617
	Iteration 8Q: 3 clusters Score -114548.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -114591.226562 Penalty: 700.932617
	Iteration 9Q: 3 clusters Score -114591.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -114629.093750 Penalty: 700.932617
	Iteration 10Q: 3 clusters Score -114629.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -114659.171875 Penalty: 700.932617
	Iteration 11Q: 3 clusters Score -114659.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -114694.250000 Penalty: 700.932617
	Iteration 12Q: 3 clusters Score -114694.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -114716.273438 Penalty: 700.932617
	Iteration 13Q: 3 clusters Score -114716.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -114730.781250 Penalty: 700.932617
	Iteration 14Q: 3 clusters Score -114730.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -114741.882812 Penalty: 700.932617
	Iteration 15Q: 3 clusters Score -114741.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -114752.679688 Penalty: 700.932617
	Iteration 16Q: 3 clusters Score -114752.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -114761.757812 Penalty: 700.932617
	Iteration 17Q: 3 clusters Score -114761.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -114768.718750 Penalty: 700.932617
	Iteration 18Q: 3 clusters Score -114768.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -114773.898438 Penalty: 700.932617
	Iteration 19Q: 3 clusters Score -114773.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -114776.992188 Penalty: 700.932617
	Iteration 20F: 3 clusters Score -114777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -114780.757812 Penalty: 700.932617
	Iteration 21Q: 3 clusters Score -114780.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -114783.984375 Penalty: 700.932617
	Iteration 22Q: 3 clusters Score -114784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -114787.937500 Penalty: 700.932617
	Iteration 23Q: 3 clusters Score -114787.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -114790.250000 Penalty: 700.932617
	Iteration 24Q: 3 clusters Score -114790.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -114791.898438 Penalty: 700.932617
	Iteration 25Q: 3 clusters Score -114791.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -114793.109375 Penalty: 700.932617
	Iteration 26Q: 3 clusters Score -114793.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -114794.375000 Penalty: 700.932617
	Iteration 27Q: 3 clusters Score -114794.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -114799.734375 Penalty: 700.932617
	Iteration 28Q: 3 clusters Score -114799.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -114801.992188 Penalty: 700.932617
	Iteration 29Q: 3 clusters Score -114802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -114803.023438 Penalty: 700.932617
	Iteration 30Q: 3 clusters Score -114803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -114804.015625 Penalty: 700.932617
	Iteration 31Q: 3 clusters Score -114804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -114803.875000 Penalty: 700.932617
	Iteration 32Q: 3 clusters Score -114803.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -114804.421875 Penalty: 700.932617
	Iteration 33Q: 3 clusters Score -114804.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -114805.242188 Penalty: 700.932617
	Iteration 34Q: 3 clusters Score -114805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -114805.734375 Penalty: 700.932617
	Iteration 35Q: 3 clusters Score -114805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -114805.929688 Penalty: 700.932617
	Iteration 36Q: 3 clusters Score -114805.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -114806.250000 Penalty: 700.932617
	Iteration 37Q: 3 clusters Score -114806.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -114806.250000 Penalty: 700.932617
	Iteration 38F: 3 clusters Score -114806.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Entering Unmasked Estep 
Score: -206507.687500 Penalty: 378.358246
	Iteration 0F: 2 clusters Score -206507.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -203727.156250 Penalty: 756.716492
	Iteration 0F: 3 clusters Score -203727.2 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -204767.921875 Penalty: 756.716492
	Iteration 1F: 3 clusters Score -204767.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -204913.421875 Penalty: 756.716492
	Iteration 2F: 3 clusters Score -204913.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -205067.625000 Penalty: 756.716492
	Iteration 3F: 3 clusters Score -205067.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -205227.906250 Penalty: 756.716492
	Iteration 4F: 3 clusters Score -205227.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -205431.515625 Penalty: 756.716492
	Iteration 5F: 3 clusters Score -205431.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -205607.437500 Penalty: 756.716492
	Iteration 6F: 3 clusters Score -205607.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -205718.468750 Penalty: 756.716492
	Iteration 7Q: 3 clusters Score -205718.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -205798.750000 Penalty: 756.716492
	Iteration 8Q: 3 clusters Score -205798.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -205853.296875 Penalty: 756.716492
	Iteration 9Q: 3 clusters Score -205853.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -205907.234375 Penalty: 756.716492
	Iteration 10Q: 3 clusters Score -205907.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -205954.015625 Penalty: 756.716492
	Iteration 11Q: 3 clusters Score -205954 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -205991.468750 Penalty: 756.716492
	Iteration 12Q: 3 clusters Score -205991.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -206024.343750 Penalty: 756.716492
	Iteration 13Q: 3 clusters Score -206024.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -206050.468750 Penalty: 756.716492
	Iteration 14Q: 3 clusters Score -206050.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -206076.906250 Penalty: 756.716492
	Iteration 15Q: 3 clusters Score -206076.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -206099.046875 Penalty: 756.716492
	Iteration 16Q: 3 clusters Score -206099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -206121.984375 Penalty: 756.716492
	Iteration 17Q: 3 clusters Score -206122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -206137.265625 Penalty: 756.716492
	Iteration 18Q: 3 clusters Score -206137.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -206147.390625 Penalty: 756.716492
	Iteration 19Q: 3 clusters Score -206147.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -206153.796875 Penalty: 756.716492
	Iteration 20F: 3 clusters Score -206153.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -206156.765625 Penalty: 756.716492
	Iteration 21Q: 3 clusters Score -206156.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -206159.656250 Penalty: 756.716492
	Iteration 22Q: 3 clusters Score -206159.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -206161.531250 Penalty: 756.716492
	Iteration 23Q: 3 clusters Score -206161.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -206163.296875 Penalty: 756.716492
	Iteration 24Q: 3 clusters Score -206163.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -206164.984375 Penalty: 756.716492
	Iteration 25Q: 3 clusters Score -206165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -206168.015625 Penalty: 756.716492
	Iteration 26Q: 3 clusters Score -206168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -206169.515625 Penalty: 756.716492
	Iteration 27Q: 3 clusters Score -206169.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -206172.156250 Penalty: 756.716492
	Iteration 28Q: 3 clusters Score -206172.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -206176.312500 Penalty: 756.716492
	Iteration 29Q: 3 clusters Score -206176.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -206179.718750 Penalty: 756.716492
	Iteration 30Q: 3 clusters Score -206179.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -206182.375000 Penalty: 756.716492
	Iteration 31Q: 3 clusters Score -206182.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -206183.062500 Penalty: 756.716492
	Iteration 32Q: 3 clusters Score -206183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -206183.671875 Penalty: 756.716492
	Iteration 33Q: 3 clusters Score -206183.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -206184.593750 Penalty: 756.716492
	Iteration 34Q: 3 clusters Score -206184.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -206184.812500 Penalty: 756.716492
	Iteration 35Q: 3 clusters Score -206184.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -206184.953125 Penalty: 756.716492
	Iteration 36Q: 3 clusters Score -206185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -206185.593750 Penalty: 756.716492
	Iteration 37Q: 3 clusters Score -206185.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -206186.203125 Penalty: 756.716492
	Iteration 38Q: 3 clusters Score -206186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -206186.687500 Penalty: 756.716492
	Iteration 39Q: 3 clusters Score -206186.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -206187.703125 Penalty: 756.716492
	Iteration 40F: 3 clusters Score -206187.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -206188.937500 Penalty: 756.716492
	Iteration 41Q: 3 clusters Score -206188.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -206190.468750 Penalty: 756.716492
	Iteration 42Q: 3 clusters Score -206190.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -206191.921875 Penalty: 756.716492
	Iteration 43Q: 3 clusters Score -206191.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -206192.750000 Penalty: 756.716492
	Iteration 44Q: 3 clusters Score -206192.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -206192.796875 Penalty: 756.716492
	Iteration 45Q: 3 clusters Score -206192.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -206194.406250 Penalty: 756.716492
	Iteration 46Q: 3 clusters Score -206194.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -206195.890625 Penalty: 756.716492
	Iteration 47Q: 3 clusters Score -206195.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -206196.750000 Penalty: 756.716492
	Iteration 48Q: 3 clusters Score -206196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -206197.453125 Penalty: 756.716492
	Iteration 49Q: 3 clusters Score -206197.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -206197.953125 Penalty: 756.716492
	Iteration 50Q: 3 clusters Score -206198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -206198.703125 Penalty: 756.716492
	Iteration 51Q: 3 clusters Score -206198.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -206199.937500 Penalty: 756.716492
	Iteration 52Q: 3 clusters Score -206199.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -206201.125000 Penalty: 756.716492
	Iteration 53Q: 3 clusters Score -206201.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -206203.218750 Penalty: 756.716492
	Iteration 54Q: 3 clusters Score -206203.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -206205.343750 Penalty: 756.716492
	Iteration 55Q: 3 clusters Score -206205.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -206208.093750 Penalty: 756.716492
	Iteration 56Q: 3 clusters Score -206208.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -206210.390625 Penalty: 756.716492
	Iteration 57Q: 3 clusters Score -206210.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -206211.484375 Penalty: 756.716492
	Iteration 58Q: 3 clusters Score -206211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -206211.921875 Penalty: 756.716492
	Iteration 59Q: 3 clusters Score -206211.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -206213.609375 Penalty: 756.716492
	Iteration 60F: 3 clusters Score -206213.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -206214.562500 Penalty: 756.716492
	Iteration 61Q: 3 clusters Score -206214.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -206214.656250 Penalty: 756.716492
	Iteration 62Q: 3 clusters Score -206214.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -206214.656250 Penalty: 756.716492
	Iteration 63F: 3 clusters Score -206214.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -13815.663086 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -13815.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13441.833984 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -13441.83 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13560.039062 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -13560.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13628.446289 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -13628.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13686.082031 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -13686.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13724.343750 Penalty: 527.164246
	Iteration 4F: 3 clusters Score -13724.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13742.187500 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -13742.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13764.640625 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -13764.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13789.273438 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -13789.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13800.346680 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -13800.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13805.178711 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -13805.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13814.746094 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -13814.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13818.812500 Penalty: 527.164246
	Iteration 11Q: 3 clusters Score -13818.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13818.812500 Penalty: 527.164246
	Iteration 12F: 3 clusters Score -13818.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7395 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53215 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 69355 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17987 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49238 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 2214 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 236 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13817 members 
Mstep: Class 36 contains 297283 members 
Mstep: Class 37 contains 92 members 
Entering Unmasked Estep 
Score: -27470976.000000 Penalty: 22205.326172
Splitting cluster 22 changes total score from -27471356.000000 to -27470976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -14528.870117 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -14528.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14175.521484 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -14175.52 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14262.557617 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -14262.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14320.947266 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -14320.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14353.980469 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -14353.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14373.808594 Penalty: 518.129639
	Iteration 4F: 3 clusters Score -14373.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14377.387695 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -14377.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14380.310547 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -14380.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14390.143555 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -14390.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14408.068359 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -14408.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14414.610352 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -14414.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14416.562500 Penalty: 518.129639
	Iteration 10Q: 3 clusters Score -14416.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14419.947266 Penalty: 518.129639
	Iteration 11Q: 3 clusters Score -14419.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14423.326172 Penalty: 518.129639
	Iteration 12Q: 3 clusters Score -14423.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14423.326172 Penalty: 518.129639
	Iteration 13F: 3 clusters Score -14423.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2642.012451 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2642.012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2488.482422 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2488.482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2508.123535 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2508.124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6417.771973 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6417.772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6171.580078 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6171.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6204.126953 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6204.127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6212.236816 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -6212.237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6215.310059 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6215.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6215.310059 Penalty: 446.380005
	Iteration 4F: 3 clusters Score -6215.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -7535.768555 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -7535.769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7278.515137 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -7278.515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7344.252441 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -7344.252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7380.578613 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -7380.579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7393.286133 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -7393.286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7400.252930 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -7400.253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7400.909668 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -7400.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7400.909668 Penalty: 475.542938
	Iteration 6F: 3 clusters Score -7400.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -8863.344727 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -8863.345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8557.110352 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -8557.11 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8625.064453 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -8625.064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8682.356445 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -8682.356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8733.505859 Penalty: 488.303802
	Iteration 3F: 3 clusters Score -8733.506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8789.683594 Penalty: 488.303802
	Iteration 4F: 3 clusters Score -8789.684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8836.459961 Penalty: 488.303802
	Iteration 5F: 3 clusters Score -8836.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8856.280273 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -8856.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8859.426758 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -8859.427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8859.426758 Penalty: 488.303802
	Iteration 8F: 3 clusters Score -8859.427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -2279.024658 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -2279.025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2130.262451 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -2130.262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2138.836914 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -2138.837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -7758.757324 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -7758.757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7497.848633 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -7497.849 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7593.638672 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -7593.639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7621.525879 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -7621.526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -7639.070312 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -7639.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7652.328613 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -7652.329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7666.180664 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -7666.181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7671.585938 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -7671.586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7674.202637 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -7674.203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7675.084473 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -7675.084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7675.084473 Penalty: 481.690735
	Iteration 9F: 3 clusters Score -7675.084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13154.135742 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13154.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12836.596680 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -12836.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12919.254883 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -12919.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12950.209961 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -12950.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12958.244141 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -12958.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12961.285156 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -12961.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12961.285156 Penalty: 510.461945
	Iteration 5F: 3 clusters Score -12961.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -22775.066406 Penalty: 275.370056
	Iteration 0F: 2 clusters Score -22775.07 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 216 members 
Entering Unmasked Estep 
Score: -22324.617188 Penalty: 550.740112
	Iteration 0F: 3 clusters Score -22324.62 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22444.230469 Penalty: 550.740112
	Iteration 1F: 3 clusters Score -22444.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22474.544922 Penalty: 550.740112
	Iteration 2F: 3 clusters Score -22474.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22487.863281 Penalty: 550.740112
	Iteration 3Q: 3 clusters Score -22487.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22495.330078 Penalty: 550.740112
	Iteration 4Q: 3 clusters Score -22495.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22502.529297 Penalty: 550.740112
	Iteration 5Q: 3 clusters Score -22502.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22505.107422 Penalty: 550.740112
	Iteration 6Q: 3 clusters Score -22505.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22506.248047 Penalty: 550.740112
	Iteration 7Q: 3 clusters Score -22506.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22507.248047 Penalty: 550.740112
	Iteration 8Q: 3 clusters Score -22507.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22510.154297 Penalty: 550.740112
	Iteration 9Q: 3 clusters Score -22510.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22511.835938 Penalty: 550.740112
	Iteration 10Q: 3 clusters Score -22511.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22514.490234 Penalty: 550.740112
	Iteration 11Q: 3 clusters Score -22514.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22514.677734 Penalty: 550.740112
	Iteration 12Q: 3 clusters Score -22514.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22514.677734 Penalty: 550.740112
	Iteration 13F: 3 clusters Score -22514.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6077.959961 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6077.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5845.724121 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5845.724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5878.686523 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5878.687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5888.695801 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -5888.696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5899.679688 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5899.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5908.341797 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -5908.342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5913.681641 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -5913.682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5916.689941 Penalty: 440.821045
	Iteration 6Q: 3 clusters Score -5916.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5918.930176 Penalty: 440.821045
	Iteration 7Q: 3 clusters Score -5918.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5918.930176 Penalty: 440.821045
	Iteration 8F: 3 clusters Score -5918.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -5069.981934 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -5069.982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4861.612793 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -4861.613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4907.243164 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4907.243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4925.815430 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -4925.815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4938.537598 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4938.538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4941.325684 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -4941.326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4944.044922 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -4944.045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4961.539551 Penalty: 440.101654
	Iteration 6Q: 3 clusters Score -4961.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4962.916992 Penalty: 440.101654
	Iteration 7Q: 3 clusters Score -4962.917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4962.916992 Penalty: 440.101654
	Iteration 8F: 3 clusters Score -4962.917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -15471.087891 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -15471.09 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 182 members 
Entering Unmasked Estep 
Score: -15071.445312 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -15071.45 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15167.993164 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -15167.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15192.799805 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -15192.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15210.841797 Penalty: 536.640991
	Iteration 3F: 3 clusters Score -15210.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15226.648438 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -15226.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15242.111328 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -15242.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15279.467773 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -15279.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15294.328125 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -15294.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15309.833984 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -15309.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15314.882812 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -15314.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15316.957031 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -15316.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15319.739258 Penalty: 536.640991
	Iteration 11F: 3 clusters Score -15319.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15323.083008 Penalty: 536.640991
	Iteration 12Q: 3 clusters Score -15323.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15324.417969 Penalty: 536.640991
	Iteration 13Q: 3 clusters Score -15324.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15325.472656 Penalty: 536.640991
	Iteration 14Q: 3 clusters Score -15325.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15327.663086 Penalty: 536.640991
	Iteration 15Q: 3 clusters Score -15327.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15327.663086 Penalty: 536.640991
	Iteration 16F: 3 clusters Score -15327.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (13817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Entering Unmasked Estep 
Score: -780460.750000 Penalty: 433.781311
	Iteration 0F: 2 clusters Score -780460.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -771305.750000 Penalty: 867.562622
	Iteration 0F: 3 clusters Score -771305.8 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -774950.187500 Penalty: 867.562622
	Iteration 1F: 3 clusters Score -774950.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -775173.437500 Penalty: 867.562622
	Iteration 2Q: 3 clusters Score -775173.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -775473.250000 Penalty: 867.562622
	Iteration 3Q: 3 clusters Score -775473.2 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -775906.312500 Penalty: 867.562622
	Iteration 4F: 3 clusters Score -775906.3 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -776600.625000 Penalty: 867.562622
	Iteration 5F: 3 clusters Score -776600.6 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -777534.750000 Penalty: 867.562622
	Iteration 6F: 3 clusters Score -777534.8 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -778347.375000 Penalty: 867.562622
	Iteration 7F: 3 clusters Score -778347.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -778692.687500 Penalty: 867.562622
	Iteration 8Q: 3 clusters Score -778692.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -778820.062500 Penalty: 867.562622
	Iteration 9Q: 3 clusters Score -778820.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -778888.500000 Penalty: 867.562622
	Iteration 10Q: 3 clusters Score -778888.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -778933.687500 Penalty: 867.562622
	Iteration 11Q: 3 clusters Score -778933.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -778975.812500 Penalty: 867.562622
	Iteration 12Q: 3 clusters Score -778975.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -779005.062500 Penalty: 867.562622
	Iteration 13Q: 3 clusters Score -779005.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -779030.562500 Penalty: 867.562622
	Iteration 14Q: 3 clusters Score -779030.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -779053.500000 Penalty: 867.562622
	Iteration 15Q: 3 clusters Score -779053.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -779078.000000 Penalty: 867.562622
	Iteration 16Q: 3 clusters Score -779078 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -779101.812500 Penalty: 867.562622
	Iteration 17Q: 3 clusters Score -779101.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -779117.187500 Penalty: 867.562622
	Iteration 18Q: 3 clusters Score -779117.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -779127.000000 Penalty: 867.562622
	Iteration 19Q: 3 clusters Score -779127 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -779138.937500 Penalty: 867.562622
	Iteration 20F: 3 clusters Score -779138.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -779152.750000 Penalty: 867.562622
	Iteration 21Q: 3 clusters Score -779152.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -779168.062500 Penalty: 867.562622
	Iteration 22Q: 3 clusters Score -779168.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -779189.000000 Penalty: 867.562622
	Iteration 23Q: 3 clusters Score -779189 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -779210.625000 Penalty: 867.562622
	Iteration 24Q: 3 clusters Score -779210.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -779227.250000 Penalty: 867.562622
	Iteration 25Q: 3 clusters Score -779227.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -779246.812500 Penalty: 867.562622
	Iteration 26Q: 3 clusters Score -779246.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -779263.375000 Penalty: 867.562622
	Iteration 27Q: 3 clusters Score -779263.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -779284.625000 Penalty: 867.562622
	Iteration 28Q: 3 clusters Score -779284.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -779317.875000 Penalty: 867.562622
	Iteration 29Q: 3 clusters Score -779317.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -779366.375000 Penalty: 867.562622
	Iteration 30Q: 3 clusters Score -779366.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -779422.812500 Penalty: 867.562622
	Iteration 31Q: 3 clusters Score -779422.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -779473.375000 Penalty: 867.562622
	Iteration 32Q: 3 clusters Score -779473.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -779518.750000 Penalty: 867.562622
	Iteration 33Q: 3 clusters Score -779518.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -779570.562500 Penalty: 867.562622
	Iteration 34Q: 3 clusters Score -779570.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -779627.000000 Penalty: 867.562622
	Iteration 35Q: 3 clusters Score -779627 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -779672.625000 Penalty: 867.562622
	Iteration 36Q: 3 clusters Score -779672.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -779710.312500 Penalty: 867.562622
	Iteration 37Q: 3 clusters Score -779710.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -779748.000000 Penalty: 867.562622
	Iteration 38Q: 3 clusters Score -779748 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -779781.687500 Penalty: 867.562622
	Iteration 39Q: 3 clusters Score -779781.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -779815.875000 Penalty: 867.562622
	Iteration 40F: 3 clusters Score -779815.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -779851.750000 Penalty: 867.562622
	Iteration 41Q: 3 clusters Score -779851.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -779884.375000 Penalty: 867.562622
	Iteration 42Q: 3 clusters Score -779884.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -779918.687500 Penalty: 867.562622
	Iteration 43Q: 3 clusters Score -779918.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -779959.312500 Penalty: 867.562622
	Iteration 44Q: 3 clusters Score -779959.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -779990.562500 Penalty: 867.562622
	Iteration 45Q: 3 clusters Score -779990.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -780012.562500 Penalty: 867.562622
	Iteration 46Q: 3 clusters Score -780012.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -780030.062500 Penalty: 867.562622
	Iteration 47Q: 3 clusters Score -780030.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -780042.750000 Penalty: 867.562622
	Iteration 48Q: 3 clusters Score -780042.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -780054.812500 Penalty: 867.562622
	Iteration 49Q: 3 clusters Score -780054.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -780064.562500 Penalty: 867.562622
	Iteration 50Q: 3 clusters Score -780064.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -780074.812500 Penalty: 867.562622
	Iteration 51Q: 3 clusters Score -780074.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -780082.875000 Penalty: 867.562622
	Iteration 52Q: 3 clusters Score -780082.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -780091.125000 Penalty: 867.562622
	Iteration 53Q: 3 clusters Score -780091.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -780098.812500 Penalty: 867.562622
	Iteration 54Q: 3 clusters Score -780098.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -780102.312500 Penalty: 867.562622
	Iteration 55Q: 3 clusters Score -780102.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -780107.437500 Penalty: 867.562622
	Iteration 56Q: 3 clusters Score -780107.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -780112.562500 Penalty: 867.562622
	Iteration 57Q: 3 clusters Score -780112.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -780112.875000 Penalty: 867.562622
	Iteration 58Q: 3 clusters Score -780112.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -780113.687500 Penalty: 867.562622
	Iteration 59Q: 3 clusters Score -780113.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -780115.187500 Penalty: 867.562622
	Iteration 60F: 3 clusters Score -780115.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -780115.625000 Penalty: 867.562622
	Iteration 61Q: 3 clusters Score -780115.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -780118.687500 Penalty: 867.562622
	Iteration 62Q: 3 clusters Score -780118.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -780117.562500 Penalty: 867.562622
	Iteration 63Q: 3 clusters Score -780117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -780117.312500 Penalty: 867.562622
	Iteration 64Q: 3 clusters Score -780117.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -780117.812500 Penalty: 867.562622
	Iteration 65Q: 3 clusters Score -780117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -780119.687500 Penalty: 867.562622
	Iteration 66Q: 3 clusters Score -780119.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -780121.250000 Penalty: 867.562622
	Iteration 67Q: 3 clusters Score -780121.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -780123.937500 Penalty: 867.562622
	Iteration 68Q: 3 clusters Score -780123.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -780127.062500 Penalty: 867.562622
	Iteration 69Q: 3 clusters Score -780127.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -780129.750000 Penalty: 867.562622
	Iteration 70Q: 3 clusters Score -780129.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -780130.062500 Penalty: 867.562622
	Iteration 71Q: 3 clusters Score -780130.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -780129.812500 Penalty: 867.562622
	Iteration 72Q: 3 clusters Score -780129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -780129.812500 Penalty: 867.562622
	Iteration 73Q: 3 clusters Score -780129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -780128.812500 Penalty: 867.562622
	Iteration 74Q: 3 clusters Score -780128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -780130.312500 Penalty: 867.562622
	Iteration 75Q: 3 clusters Score -780130.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -780130.875000 Penalty: 867.562622
	Iteration 76Q: 3 clusters Score -780130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -780130.250000 Penalty: 867.562622
	Iteration 77Q: 3 clusters Score -780130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -780131.812500 Penalty: 867.562622
	Iteration 78Q: 3 clusters Score -780131.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -780130.875000 Penalty: 867.562622
	Iteration 79Q: 3 clusters Score -780130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -780130.875000 Penalty: 867.562622
	Iteration 80F: 3 clusters Score -780130.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (297283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297283 members 
Entering Unmasked Estep 
Score: -15749102.000000 Penalty: 573.411011
	Iteration 0F: 2 clusters Score -1.57491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149012 members 
Mstep: Class 2 contains 148271 members 
Entering Unmasked Estep 
Score: -15560200.000000 Penalty: 1146.822021
	Iteration 0F: 3 clusters Score -1.55602e+07 nChanged 146697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169089 members 
Mstep: Class 2 contains 128194 members 
Entering Unmasked Estep 
Score: -15663487.000000 Penalty: 1146.822021
	Iteration 1F: 3 clusters Score -1.566349e+07 nChanged 19712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177885 members 
Mstep: Class 2 contains 119398 members 
Entering Unmasked Estep 
Score: -15676642.000000 Penalty: 1146.822021
	Iteration 2F: 3 clusters Score -1.567664e+07 nChanged 20890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186195 members 
Mstep: Class 2 contains 111088 members 
Entering Unmasked Estep 
Score: -15693113.000000 Penalty: 1146.822021
	Iteration 3F: 3 clusters Score -1.569311e+07 nChanged 19172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191367 members 
Mstep: Class 2 contains 105916 members 
Entering Unmasked Estep 
Score: -15707495.000000 Penalty: 1146.822021
	Iteration 4F: 3 clusters Score -1.57075e+07 nChanged 14084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193911 members 
Mstep: Class 2 contains 103372 members 
Entering Unmasked Estep 
Score: -15713635.000000 Penalty: 1146.822021
	Iteration 5Q: 3 clusters Score -1.571364e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195599 members 
Mstep: Class 2 contains 101684 members 
Entering Unmasked Estep 
Score: -15715179.000000 Penalty: 1146.822021
	Iteration 6Q: 3 clusters Score -1.571518e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197317 members 
Mstep: Class 2 contains 99966 members 
Entering Unmasked Estep 
Score: -15716064.000000 Penalty: 1146.822021
	Iteration 7Q: 3 clusters Score -1.571606e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199142 members 
Mstep: Class 2 contains 98141 members 
Entering Unmasked Estep 
Score: -15716843.000000 Penalty: 1146.822021
	Iteration 8Q: 3 clusters Score -1.571684e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201027 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -15717491.000000 Penalty: 1146.822021
	Iteration 9Q: 3 clusters Score -1.571749e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203100 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -15718361.000000 Penalty: 1146.822021
	Iteration 10Q: 3 clusters Score -1.571836e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205328 members 
Mstep: Class 2 contains 91955 members 
Entering Unmasked Estep 
Score: -15719379.000000 Penalty: 1146.822021
	Iteration 11Q: 3 clusters Score -1.571938e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207710 members 
Mstep: Class 2 contains 89573 members 
Entering Unmasked Estep 
Score: -15720349.000000 Penalty: 1146.822021
	Iteration 12Q: 3 clusters Score -1.572035e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210228 members 
Mstep: Class 2 contains 87055 members 
Entering Unmasked Estep 
Score: -15721559.000000 Penalty: 1146.822021
	Iteration 13Q: 3 clusters Score -1.572156e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212883 members 
Mstep: Class 2 contains 84400 members 
Entering Unmasked Estep 
Score: -15722528.000000 Penalty: 1146.822021
	Iteration 14Q: 3 clusters Score -1.572253e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215671 members 
Mstep: Class 2 contains 81612 members 
Entering Unmasked Estep 
Score: -15723537.000000 Penalty: 1146.822021
	Iteration 15Q: 3 clusters Score -1.572354e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218636 members 
Mstep: Class 2 contains 78647 members 
Entering Unmasked Estep 
Score: -15724788.000000 Penalty: 1146.822021
	Iteration 16Q: 3 clusters Score -1.572479e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221729 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -15726009.000000 Penalty: 1146.822021
	Iteration 17Q: 3 clusters Score -1.572601e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224869 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -15727273.000000 Penalty: 1146.822021
	Iteration 18Q: 3 clusters Score -1.572727e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228191 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
Score: -15728761.000000 Penalty: 1146.822021
	Iteration 19Q: 3 clusters Score -1.572876e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231704 members 
Mstep: Class 2 contains 65579 members 
Entering Unmasked Estep 
Score: -15730305.000000 Penalty: 1146.822021
	Iteration 20F: 3 clusters Score -1.57303e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235335 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -15731931.000000 Penalty: 1146.822021
	Iteration 21Q: 3 clusters Score -1.573193e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239054 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -15733556.000000 Penalty: 1146.822021
	Iteration 22Q: 3 clusters Score -1.573356e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242735 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -15735116.000000 Penalty: 1146.822021
	Iteration 23Q: 3 clusters Score -1.573512e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246329 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -15736666.000000 Penalty: 1146.822021
	Iteration 24Q: 3 clusters Score -1.573667e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249818 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -15738067.000000 Penalty: 1146.822021
	Iteration 25Q: 3 clusters Score -1.573807e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253141 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -15739271.000000 Penalty: 1146.822021
	Iteration 26Q: 3 clusters Score -1.573927e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256283 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -15740395.000000 Penalty: 1146.822021
	Iteration 27Q: 3 clusters Score -1.57404e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259264 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -15741466.000000 Penalty: 1146.822021
	Iteration 28Q: 3 clusters Score -1.574147e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262183 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -15742670.000000 Penalty: 1146.822021
	Iteration 29Q: 3 clusters Score -1.574267e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265046 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -15743727.000000 Penalty: 1146.822021
	Iteration 30Q: 3 clusters Score -1.574373e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267764 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -15745331.000000 Penalty: 1146.822021
	Iteration 31Q: 3 clusters Score -1.574533e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270596 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -15746945.000000 Penalty: 1146.822021
	Iteration 32Q: 3 clusters Score -1.574694e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273475 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -15748406.000000 Penalty: 1146.822021
	Iteration 33Q: 3 clusters Score -1.574841e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276209 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -15749251.000000 Penalty: 1146.822021
	Iteration 34Q: 3 clusters Score -1.574925e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278863 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -15749820.000000 Penalty: 1146.822021
	Iteration 35Q: 3 clusters Score -1.574982e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281385 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -15750327.000000 Penalty: 1146.822021
	Iteration 36Q: 3 clusters Score -1.575033e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283678 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -15750537.000000 Penalty: 1146.822021
	Iteration 37Q: 3 clusters Score -1.575054e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285739 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -15750432.000000 Penalty: 1146.822021
	Iteration 38Q: 3 clusters Score -1.575043e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287577 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -15750241.000000 Penalty: 1146.822021
	Iteration 39Q: 3 clusters Score -1.575024e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289153 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -15750107.000000 Penalty: 1146.822021
	Iteration 40F: 3 clusters Score -1.575011e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290564 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -15749961.000000 Penalty: 1146.822021
	Iteration 41Q: 3 clusters Score -1.574996e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291769 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -15749737.000000 Penalty: 1146.822021
	Iteration 42Q: 3 clusters Score -1.574974e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292776 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -15749556.000000 Penalty: 1146.822021
	Iteration 43Q: 3 clusters Score -1.574956e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293679 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -15749403.000000 Penalty: 1146.822021
	Iteration 44Q: 3 clusters Score -1.57494e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294483 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -15749221.000000 Penalty: 1146.822021
	Iteration 45Q: 3 clusters Score -1.574922e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295142 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -15749108.000000 Penalty: 1146.822021
	Iteration 46Q: 3 clusters Score -1.574911e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295674 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -15748948.000000 Penalty: 1146.822021
	Iteration 47Q: 3 clusters Score -1.574895e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296071 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -15748894.000000 Penalty: 1146.822021
	Iteration 48Q: 3 clusters Score -1.574889e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296369 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -15748819.000000 Penalty: 1146.822021
	Iteration 49Q: 3 clusters Score -1.574882e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296578 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -15748773.000000 Penalty: 1146.822021
	Iteration 50Q: 3 clusters Score -1.574877e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296735 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -15748734.000000 Penalty: 1146.822021
	Iteration 51Q: 3 clusters Score -1.574873e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296846 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -15748704.000000 Penalty: 1146.822021
	Iteration 52Q: 3 clusters Score -1.57487e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296916 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -15748729.000000 Penalty: 1146.822021
	Iteration 53Q: 3 clusters Score -1.574873e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296970 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15748714.000000 Penalty: 1146.822021
	Iteration 54Q: 3 clusters Score -1.574871e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297006 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -15748728.000000 Penalty: 1146.822021
	Iteration 55Q: 3 clusters Score -1.574873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297034 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15748722.000000 Penalty: 1146.822021
	Iteration 56Q: 3 clusters Score -1.574872e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297052 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -15748731.000000 Penalty: 1146.822021
	Iteration 57Q: 3 clusters Score -1.574873e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297069 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15748730.000000 Penalty: 1146.822021
	Iteration 58Q: 3 clusters Score -1.574873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297081 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15748731.000000 Penalty: 1146.822021
	Iteration 59Q: 3 clusters Score -1.574873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297092 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15748718.000000 Penalty: 1146.822021
	Iteration 60F: 3 clusters Score -1.574872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297097 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15748723.000000 Penalty: 1146.822021
	Iteration 61Q: 3 clusters Score -1.574872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297104 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15748716.000000 Penalty: 1146.822021
	Iteration 62Q: 3 clusters Score -1.574872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297108 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15748720.000000 Penalty: 1146.822021
	Iteration 63Q: 3 clusters Score -1.574872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297111 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15748709.000000 Penalty: 1146.822021
	Iteration 64Q: 3 clusters Score -1.574871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297113 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15748722.000000 Penalty: 1146.822021
	Iteration 65Q: 3 clusters Score -1.574872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297118 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15748725.000000 Penalty: 1146.822021
	Iteration 66Q: 3 clusters Score -1.574872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297120 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15748725.000000 Penalty: 1146.822021
	Iteration 67Q: 3 clusters Score -1.574872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297118 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15748732.000000 Penalty: 1146.822021
	Iteration 68Q: 3 clusters Score -1.574873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297119 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15748729.000000 Penalty: 1146.822021
	Iteration 69Q: 3 clusters Score -1.574873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297119 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15748727.000000 Penalty: 1146.822021
	Iteration 70Q: 3 clusters Score -1.574873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297118 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15748729.000000 Penalty: 1146.822021
	Iteration 71Q: 3 clusters Score -1.574873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297115 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15748729.000000 Penalty: 1146.822021
	Iteration 72Q: 3 clusters Score -1.574873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297115 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15748729.000000 Penalty: 1146.822021
	Iteration 73F: 3 clusters Score -1.574873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7395 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53215 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 69355 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17987 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49238 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 2214 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13817 members 
Mstep: Class 36 contains 297283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471316.000000 Penalty: 21605.181641
Iteration 479Q: 37 clusters Score -2.747132e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7393 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53254 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 69252 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 17996 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49215 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 2218 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13832 members 
Mstep: Class 36 contains 297339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471246.000000 Penalty: 21605.181641
Iteration 480F: 37 clusters Score -2.747125e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7393 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53284 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 69175 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18015 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49191 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 2215 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13846 members 
Mstep: Class 36 contains 297380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471200.000000 Penalty: 21605.181641
Iteration 481Q: 37 clusters Score -2.74712e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7392 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53321 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 69111 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18031 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49174 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 2215 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13856 members 
Mstep: Class 36 contains 297399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471256.000000 Penalty: 21605.181641
Iteration 482Q: 37 clusters Score -2.747126e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7390 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53369 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 69043 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18047 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49151 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 2212 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13876 members 
Mstep: Class 36 contains 297417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471196.000000 Penalty: 21605.181641
Iteration 483Q: 37 clusters Score -2.74712e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7385 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53413 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68976 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18061 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49137 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 2208 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13901 members 
Mstep: Class 36 contains 297428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471178.000000 Penalty: 21605.181641
Iteration 484Q: 37 clusters Score -2.747118e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7377 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68929 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18082 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 2710 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49126 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2206 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13922 members 
Mstep: Class 36 contains 297410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471234.000000 Penalty: 21605.181641
Iteration 485Q: 37 clusters Score -2.747123e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7372 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53522 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68871 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18098 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49115 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 2203 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13947 members 
Mstep: Class 36 contains 297401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471214.000000 Penalty: 21605.181641
Iteration 486Q: 37 clusters Score -2.747121e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53579 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68796 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18105 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49106 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2200 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 13984 members 
Mstep: Class 36 contains 297403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471220.000000 Penalty: 21605.181641
Iteration 487Q: 37 clusters Score -2.747122e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 7361 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53644 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68736 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18113 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 1537 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49102 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2196 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 14017 members 
Mstep: Class 36 contains 297389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471194.000000 Penalty: 21605.181641
Iteration 488Q: 37 clusters Score -2.747119e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7354 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53710 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68684 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18106 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 1537 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49094 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2195 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 14035 members 
Mstep: Class 36 contains 297400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471222.000000 Penalty: 21605.181641
Iteration 489Q: 37 clusters Score -2.747122e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 7349 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53771 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68638 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18105 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 2702 members 
Mstep: Class 16 contains 1537 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49083 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2193 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 14059 members 
Mstep: Class 36 contains 297401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471212.000000 Penalty: 21605.181641
Iteration 490Q: 37 clusters Score -2.747121e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7346 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53828 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68596 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18112 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 2700 members 
Mstep: Class 16 contains 1537 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49067 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2194 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 14085 members 
Mstep: Class 36 contains 297390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471206.000000 Penalty: 21605.181641
Iteration 491Q: 37 clusters Score -2.747121e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7343 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53879 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68546 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18107 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 2700 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49054 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2195 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 14104 members 
Mstep: Class 36 contains 297398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471218.000000 Penalty: 21605.181641
Iteration 492Q: 37 clusters Score -2.747122e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 7340 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53934 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68501 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18109 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49039 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2195 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 14119 members 
Mstep: Class 36 contains 297400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471182.000000 Penalty: 21605.181641
Iteration 493Q: 37 clusters Score -2.747118e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7338 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 53987 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68462 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18126 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 1540 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49024 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2196 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 14134 members 
Mstep: Class 36 contains 297381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471190.000000 Penalty: 21605.181641
Iteration 494Q: 37 clusters Score -2.747119e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 7337 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 54027 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68416 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18127 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 16 contains 1540 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49016 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2195 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 14154 members 
Mstep: Class 36 contains 297386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471170.000000 Penalty: 21605.181641
Iteration 495Q: 37 clusters Score -2.747117e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 54069 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68364 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18126 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 49003 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2191 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 14185 members 
Mstep: Class 36 contains 297392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471208.000000 Penalty: 21605.181641
Iteration 496Q: 37 clusters Score -2.747121e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 54116 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68321 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18127 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 48990 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2188 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 14214 members 
Mstep: Class 36 contains 297384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471210.000000 Penalty: 21605.181641
Iteration 497Q: 37 clusters Score -2.747121e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 54157 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68265 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18120 members 
Mstep: Class 14 contains 211 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 48978 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2187 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 14232 members 
Mstep: Class 36 contains 297402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471162.000000 Penalty: 21605.181641
Iteration 498Q: 37 clusters Score -2.747116e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 54203 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68208 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18111 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 2692 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 48964 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2187 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 14249 members 
Mstep: Class 36 contains 297420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471142.000000 Penalty: 21605.181641
Iteration 499Q: 37 clusters Score -2.747114e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 54242 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 68161 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 18107 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 2690 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 48950 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 2186 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 53 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 61 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 14271 members 
Mstep: Class 36 contains 297435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27471158.000000 Penalty: 21605.181641
Iteration 500F: 37 clusters Score -2.747116e+07 nChanged 205
Maximum iterations exceeded
--- Evaluating fit on full set of 1604928 points ---
Entering Unmasked Estep 
Score: -82217584.000000 Penalty: 23404.708984
25->37 Clusters: Score -82217584.000000, best is -82580248.000000

Main iterations: 0 (time per=infms)
Total iterations: 62918 (time per=137.113858ms)
Iterations metric 2: 557378174976.000000 (time per=15.477696ns)
Iterations metric 3: 6688382386176.000000 (time per=1289.837989ps)

That took 8626.929688 seconds.
